id	sid	tid	token	lemma	pos
easat-2930	1	1	edelweiss	edelweiss	PROPN
easat-2930	1	2	applied	apply	VERB
easat-2930	1	3	science	science	NOUN
easat-2930	1	4	and	and	CCONJ
easat-2930	1	5	technology	technology	NOUN
easat-2930	1	6	issn	issn	PROPN
easat-2930	1	7	:	:	PUNCT
easat-2930	1	8	2576	2576	NUM
easat-2930	1	9	-	-	SYM
easat-2930	1	10	8484	8484	NUM
easat-2930	1	11	vol	vol	NOUN
easat-2930	1	12	.	.	PROPN
easat-2930	1	13	8	8	NUM
easat-2930	1	14	,	,	PUNCT
easat-2930	1	15	no	no	INTJ
easat-2930	1	16	.	.	NOUN
easat-2930	1	17	6	6	NUM
easat-2930	1	18	,	,	PUNCT
easat-2930	1	19	4291	4291	NUM
easat-2930	1	20	-	-	SYM
easat-2930	1	21	4307	4307	NUM
easat-2930	1	22	2024	2024	NUM
easat-2930	1	23	publisher	publisher	NOUN
easat-2930	1	24	:	:	PUNCT
easat-2930	1	25	learning	learn	VERB
easat-2930	1	26	gate	gate	NOUN
easat-2930	1	27	doi	doi	PROPN
easat-2930	1	28	:	:	PUNCT
easat-2930	1	29	10.55214/25768484.v8i6.2930	10.55214/25768484.v8i6.2930	NUM
easat-2930	1	30	©	©	ADP
easat-2930	1	31	2024	2024	NUM
easat-2930	1	32	by	by	ADP
easat-2930	1	33	the	the	DET
easat-2930	1	34	authors	author	NOUN
easat-2930	1	35	;	;	PUNCT
easat-2930	1	36	licensee	licensee	PROPN
easat-2930	1	37	learning	learning	NOUN
easat-2930	1	38	gate	gate	NOUN
easat-2930	1	39	©	©	PROPN
easat-2930	1	40	2024	2024	NUM
easat-2930	1	41	by	by	ADP
easat-2930	1	42	the	the	DET
easat-2930	1	43	authors	author	NOUN
easat-2930	1	44	;	;	PUNCT
easat-2930	1	45	licensee	licensee	PROPN
easat-2930	1	46	learning	learn	VERB
easat-2930	1	47	gate	gate	NOUN
easat-2930	1	48	*	*	PUNCT
easat-2930	1	49	correspondence	correspondence	NOUN
easat-2930	1	50	:	:	PUNCT
easat-2930	1	51	rivaa350@gmail.com	rivaa350@gmail.com	X
easat-2930	2	1	leveraging	leverage	VERB
easat-2930	2	2	machine	machine	NOUN
easat-2930	2	3	learning	learning	NOUN
easat-2930	2	4	for	for	ADP
easat-2930	2	5	cybersecurity	cybersecurity	NOUN
easat-2930	2	6	:	:	PUNCT
easat-2930	2	7	techniques	technique	NOUN
easat-2930	2	8	,	,	PUNCT
easat-2930	2	9	challenges	challenge	NOUN
easat-2930	2	10	,	,	PUNCT
easat-2930	2	11	and	and	CCONJ
easat-2930	2	12	future	future	ADJ
easat-2930	2	13	directions	direction	NOUN
easat-2930	2	14	mohammad	mohammad	PROPN
easat-2930	2	15	rakibul	rakibul	PROPN
easat-2930	2	16	islam	islam	PROPN
easat-2930	2	17	bhuiyan1	bhuiyan1	PROPN
easat-2930	2	18	,	,	PUNCT
easat-2930	2	19	mahfujur	mahfujur	PROPN
easat-2930	2	20	rahman	rahman	PROPN
easat-2930	2	21	faraji2	faraji2	PROPN
easat-2930	2	22	,	,	PUNCT
easat-2930	2	23	mst	mst	PROPN
easat-2930	2	24	.	.	PUNCT
easat-2930	3	1	nowshin	nowshin	PROPN
easat-2930	3	2	tabassum3	tabassum3	PROPN
easat-2930	3	3	,	,	PUNCT
easat-2930	3	4	provakar	provakar	PROPN
easat-2930	3	5	ghose4	ghose4	NOUN
easat-2930	3	6	,	,	PUNCT
easat-2930	3	7	sukanta	sukanta	PROPN
easat-2930	3	8	sarbabidya5	sarbabidya5	PROPN
easat-2930	3	9	,	,	PUNCT
easat-2930	3	10	riva	riva	PROPN
easat-2930	3	11	akter6	akter6	PROPN
easat-2930	4	1	*	*	PROPN
easat-2930	4	2	1department	1department	NUM
easat-2930	4	3	of	of	ADP
easat-2930	4	4	management	management	NOUN
easat-2930	4	5	information	information	NOUN
easat-2930	4	6	systems	system	NOUN
easat-2930	4	7	,	,	PUNCT
easat-2930	4	8	begum	begum	PROPN
easat-2930	4	9	rokeya	rokeya	NOUN
easat-2930	4	10	university	university	NOUN
easat-2930	4	11	,	,	PUNCT
easat-2930	4	12	rangpur	rangpur	NOUN
easat-2930	4	13	,	,	PUNCT
easat-2930	4	14	rangpur-5404	rangpur-5404	NOUN
easat-2930	4	15	,	,	PUNCT
easat-2930	4	16	bangladesh	bangladesh	NOUN
easat-2930	4	17	;	;	PUNCT
easat-2930	4	18	rakib@mis.brur.ac.bd	rakib@mis.brur.ac.bd	PROPN
easat-2930	4	19	(	(	PUNCT
easat-2930	4	20	m.r.i.b	m.r.i.b	PROPN
easat-2930	4	21	.	.	PUNCT
easat-2930	4	22	)	)	PUNCT
easat-2930	4	23	.	.	PUNCT
easat-2930	5	1	2master	2master	NUM
easat-2930	5	2	of	of	ADP
easat-2930	5	3	science	science	NOUN
easat-2930	5	4	in	in	ADP
easat-2930	5	5	engineering	engineering	NOUN
easat-2930	5	6	management	management	NOUN
easat-2930	5	7	,	,	PUNCT
easat-2930	5	8	department	department	NOUN
easat-2930	5	9	of	of	ADP
easat-2930	5	10	engineering	engineering	NOUN
easat-2930	5	11	management	management	NOUN
easat-2930	5	12	,	,	PUNCT
easat-2930	5	13	westcliff	westcliff	PROPN
easat-2930	5	14	university	university	PROPN
easat-2930	5	15	,	,	PUNCT
easat-2930	5	16	irvine	irvine	PROPN
easat-2930	5	17	,	,	PUNCT
easat-2930	5	18	california	california	PROPN
easat-2930	5	19	,	,	PUNCT
easat-2930	5	20	united	united	PROPN
easat-2930	5	21	states	states	PROPN
easat-2930	5	22	of	of	ADP
easat-2930	5	23	america	america	PROPN
easat-2930	5	24	;	;	PUNCT
easat-2930	5	25	m.faraji.214@westcliff.edu	m.faraji.214@westcliff.edu	X
easat-2930	5	26	(	(	PUNCT
easat-2930	5	27	m.r.f	m.r.f	NOUN
easat-2930	5	28	.	.	PUNCT
easat-2930	5	29	)	)	PUNCT
easat-2930	5	30	.	.	PUNCT
easat-2930	6	1	3,6*department	3,6*department	NUM
easat-2930	6	2	of	of	ADP
easat-2930	6	3	management	management	NOUN
easat-2930	6	4	information	information	NOUN
easat-2930	6	5	systems	system	NOUN
easat-2930	6	6	,	,	PUNCT
easat-2930	6	7	faculty	faculty	NOUN
easat-2930	6	8	of	of	ADP
easat-2930	6	9	business	business	NOUN
easat-2930	6	10	studies	study	NOUN
easat-2930	6	11	,	,	PUNCT
easat-2930	6	12	begum	begum	PROPN
easat-2930	6	13	rokeya	rokeya	NOUN
easat-2930	6	14	university	university	NOUN
easat-2930	6	15	,	,	PUNCT
easat-2930	6	16	rangpur	rangpur	NOUN
easat-2930	6	17	.	.	PUNCT
easat-2930	7	1	,	,	PUNCT
easat-2930	7	2	rangpur-5404	rangpur-5404	NOUN
easat-2930	7	3	,	,	PUNCT
easat-2930	7	4	rangpur	rangpur	NOUN
easat-2930	7	5	,	,	PUNCT
easat-2930	7	6	bangladesh	bangladesh	NOUN
easat-2930	7	7	;	;	PUNCT
easat-2930	7	8	nowshin.mouly@gmail.com	nowshin.mouly@gmail.com	X
easat-2930	7	9	(	(	PUNCT
easat-2930	7	10	m.n.t	m.n.t	ADJ
easat-2930	7	11	.	.	PUNCT
easat-2930	7	12	)	)	PUNCT
easat-2930	8	1	rivaa350@gmail.com	rivaa350@gmail.com	X
easat-2930	9	1	(	(	PUNCT
easat-2930	9	2	r.a	r.a	PROPN
easat-2930	9	3	.	.	PROPN
easat-2930	9	4	)	)	PUNCT
easat-2930	9	5	.	.	PUNCT
easat-2930	10	1	4ms	4ms	PROPN
easat-2930	10	2	in	in	ADP
easat-2930	10	3	business	business	NOUN
easat-2930	10	4	analytics	analytic	NOUN
easat-2930	10	5	,	,	PUNCT
easat-2930	10	6	university	university	NOUN
easat-2930	10	7	of	of	ADP
easat-2930	10	8	new	new	PROPN
easat-2930	10	9	haven	haven	NOUN
easat-2930	10	10	,	,	PUNCT
easat-2930	10	11	west	west	PROPN
easat-2930	10	12	haven	haven	PROPN
easat-2930	10	13	,	,	PUNCT
easat-2930	10	14	connecticut	connecticut	PROPN
easat-2930	10	15	,	,	PUNCT
easat-2930	10	16	united	united	PROPN
easat-2930	10	17	states	states	PROPN
easat-2930	10	18	;	;	PUNCT
easat-2930	10	19	pghos1@unh.newhaven.edu	pghos1@unh.newhaven.edu	PROPN
easat-2930	10	20	(	(	PUNCT
easat-2930	10	21	p.g	p.g	PROPN
easat-2930	10	22	.	.	PROPN
easat-2930	10	23	)	)	PUNCT
easat-2930	10	24	.	.	PUNCT
easat-2930	11	1	5ms	5ms	ADJ
easat-2930	11	2	in	in	ADP
easat-2930	11	3	economics	economic	NOUN
easat-2930	11	4	,	,	PUNCT
easat-2930	11	5	purdue	purdue	ADJ
easat-2930	11	6	university	university	NOUN
easat-2930	11	7	,	,	PUNCT
easat-2930	11	8	west	west	PROPN
easat-2930	11	9	lafayette	lafayette	PROPN
easat-2930	11	10	,	,	PUNCT
easat-2930	11	11	indiana	indiana	PROPN
easat-2930	11	12	,	,	PUNCT
easat-2930	11	13	united	united	PROPN
easat-2930	11	14	states	states	PROPN
easat-2930	11	15	;	;	PUNCT
easat-2930	11	16	ssarbabi@purdue.edu	ssarbabi@purdue.edu	PROPN
easat-2930	11	17	(	(	PUNCT
easat-2930	11	18	s.s	s.s	PROPN
easat-2930	11	19	.	.	PROPN
easat-2930	11	20	)	)	PUNCT
easat-2930	11	21	.	.	PUNCT
easat-2930	12	1	abstract	abstract	ADV
easat-2930	12	2	:	:	PUNCT
easat-2930	12	3	this	this	DET
easat-2930	12	4	study	study	NOUN
easat-2930	12	5	aims	aim	VERB
easat-2930	12	6	to	to	PART
easat-2930	12	7	explore	explore	VERB
easat-2930	12	8	the	the	DET
easat-2930	12	9	application	application	NOUN
easat-2930	12	10	of	of	ADP
easat-2930	12	11	machine	machine	NOUN
easat-2930	12	12	learning	learning	NOUN
easat-2930	12	13	(	(	PUNCT
easat-2930	12	14	ml	ml	NOUN
easat-2930	12	15	)	)	PUNCT
easat-2930	12	16	in	in	ADP
easat-2930	12	17	enhancing	enhance	VERB
easat-2930	12	18	cybersecurity	cybersecurity	NOUN
easat-2930	12	19	measures	measure	NOUN
easat-2930	12	20	,	,	PUNCT
easat-2930	12	21	focusing	focus	VERB
easat-2930	12	22	specifically	specifically	ADV
easat-2930	12	23	on	on	ADP
easat-2930	12	24	intrusion	intrusion	NOUN
easat-2930	12	25	detection	detection	NOUN
easat-2930	12	26	,	,	PUNCT
easat-2930	12	27	malware	malware	NOUN
easat-2930	12	28	detection	detection	NOUN
easat-2930	12	29	,	,	PUNCT
easat-2930	12	30	fraud	fraud	NOUN
easat-2930	12	31	detection	detection	NOUN
easat-2930	12	32	,	,	PUNCT
easat-2930	12	33	and	and	CCONJ
easat-2930	12	34	anomaly	anomaly	NOUN
easat-2930	12	35	detection	detection	NOUN
easat-2930	12	36	systems	system	NOUN
easat-2930	12	37	.	.	PUNCT
easat-2930	13	1	a	a	DET
easat-2930	13	2	systematic	systematic	ADJ
easat-2930	13	3	review	review	NOUN
easat-2930	13	4	of	of	ADP
easat-2930	13	5	743	743	NUM
easat-2930	13	6	scholarly	scholarly	ADJ
easat-2930	13	7	papers	paper	NOUN
easat-2930	13	8	was	be	AUX
easat-2930	13	9	conducted	conduct	VERB
easat-2930	13	10	,	,	PUNCT
easat-2930	13	11	from	from	ADP
easat-2930	13	12	which	which	PRON
easat-2930	13	13	115	115	NUM
easat-2930	13	14	were	be	AUX
easat-2930	13	15	selected	select	VERB
easat-2930	13	16	for	for	ADP
easat-2930	13	17	in	in	ADP
easat-2930	13	18	-	-	PUNCT
easat-2930	13	19	depth	depth	NOUN
easat-2930	13	20	analysis	analysis	NOUN
easat-2930	13	21	.	.	PUNCT
easat-2930	14	1	the	the	DET
easat-2930	14	2	review	review	NOUN
easat-2930	14	3	process	process	NOUN
easat-2930	14	4	involved	involve	VERB
easat-2930	14	5	evaluating	evaluate	VERB
easat-2930	14	6	advancements	advancement	NOUN
easat-2930	14	7	in	in	ADP
easat-2930	14	8	ml	ml	ADP
easat-2930	14	9	techniques	technique	NOUN
easat-2930	14	10	within	within	ADP
easat-2930	14	11	the	the	DET
easat-2930	14	12	context	context	NOUN
easat-2930	14	13	of	of	ADP
easat-2930	14	14	cybersecurity	cybersecurity	NOUN
easat-2930	14	15	.	.	PUNCT
easat-2930	15	1	the	the	DET
easat-2930	15	2	findings	finding	NOUN
easat-2930	15	3	reveal	reveal	VERB
easat-2930	15	4	that	that	SCONJ
easat-2930	15	5	ml	ml	NOUN
easat-2930	15	6	-	-	PUNCT
easat-2930	15	7	driven	drive	VERB
easat-2930	15	8	systems	system	NOUN
easat-2930	15	9	significantly	significantly	ADV
easat-2930	15	10	enhance	enhance	VERB
easat-2930	15	11	the	the	DET
easat-2930	15	12	automation	automation	NOUN
easat-2930	15	13	of	of	ADP
easat-2930	15	14	security	security	NOUN
easat-2930	15	15	processes	process	NOUN
easat-2930	15	16	,	,	PUNCT
easat-2930	15	17	improve	improve	VERB
easat-2930	15	18	the	the	DET
easat-2930	15	19	recognition	recognition	NOUN
easat-2930	15	20	of	of	ADP
easat-2930	15	21	novel	novel	ADJ
easat-2930	15	22	threats	threat	NOUN
easat-2930	15	23	,	,	PUNCT
easat-2930	15	24	and	and	CCONJ
easat-2930	15	25	reduce	reduce	VERB
easat-2930	15	26	human	human	ADJ
easat-2930	15	27	error	error	NOUN
easat-2930	15	28	in	in	ADP
easat-2930	15	29	cyber	cyber	ADJ
easat-2930	15	30	threat	threat	NOUN
easat-2930	15	31	management	management	NOUN
easat-2930	15	32	.	.	PUNCT
easat-2930	16	1	however	however	ADV
easat-2930	16	2	,	,	PUNCT
easat-2930	16	3	challenges	challenge	NOUN
easat-2930	16	4	such	such	ADJ
easat-2930	16	5	as	as	ADP
easat-2930	16	6	adversarial	adversarial	ADJ
easat-2930	16	7	attacks	attack	NOUN
easat-2930	16	8	and	and	CCONJ
easat-2930	16	9	the	the	DET
easat-2930	16	10	need	need	NOUN
easat-2930	16	11	for	for	ADP
easat-2930	16	12	highquality	highquality	NOUN
easat-2930	16	13	model	model	NOUN
easat-2930	16	14	training	training	NOUN
easat-2930	16	15	pose	pose	VERB
easat-2930	16	16	significant	significant	ADJ
easat-2930	16	17	barriers	barrier	NOUN
easat-2930	16	18	to	to	ADP
easat-2930	16	19	the	the	DET
easat-2930	16	20	broader	broad	ADJ
easat-2930	16	21	adoption	adoption	NOUN
easat-2930	16	22	of	of	ADP
easat-2930	16	23	ml	ml	NOUN
easat-2930	16	24	in	in	ADP
easat-2930	16	25	cybersecurity	cybersecurity	NOUN
easat-2930	16	26	.	.	PUNCT
easat-2930	17	1	the	the	DET
easat-2930	17	2	study	study	NOUN
easat-2930	17	3	discusses	discuss	VERB
easat-2930	17	4	the	the	DET
easat-2930	17	5	implications	implication	NOUN
easat-2930	17	6	of	of	ADP
easat-2930	17	7	these	these	DET
easat-2930	17	8	findings	finding	NOUN
easat-2930	17	9	,	,	PUNCT
easat-2930	17	10	emphasizing	emphasize	VERB
easat-2930	17	11	the	the	DET
easat-2930	17	12	necessity	necessity	NOUN
easat-2930	17	13	for	for	ADP
easat-2930	17	14	developing	develop	VERB
easat-2930	17	15	robust	robust	ADJ
easat-2930	17	16	and	and	CCONJ
easat-2930	17	17	adaptive	adaptive	ADJ
easat-2930	17	18	ml	ml	NOUN
easat-2930	17	19	models	model	NOUN
easat-2930	17	20	that	that	PRON
easat-2930	17	21	can	can	AUX
easat-2930	17	22	withstand	withstand	VERB
easat-2930	17	23	adversarial	adversarial	ADJ
easat-2930	17	24	threats	threat	NOUN
easat-2930	17	25	while	while	SCONJ
easat-2930	17	26	improving	improve	VERB
easat-2930	17	27	integration	integration	NOUN
easat-2930	17	28	across	across	ADP
easat-2930	17	29	various	various	ADJ
easat-2930	17	30	cybersecurity	cybersecurity	NOUN
easat-2930	17	31	applications	application	NOUN
easat-2930	17	32	.	.	PUNCT
easat-2930	18	1	the	the	DET
easat-2930	18	2	insights	insight	NOUN
easat-2930	18	3	gained	gain	VERB
easat-2930	18	4	from	from	ADP
easat-2930	18	5	this	this	DET
easat-2930	18	6	research	research	NOUN
easat-2930	18	7	provide	provide	VERB
easat-2930	18	8	a	a	DET
easat-2930	18	9	comprehensive	comprehensive	ADJ
easat-2930	18	10	overview	overview	NOUN
easat-2930	18	11	of	of	ADP
easat-2930	18	12	the	the	DET
easat-2930	18	13	potential	potential	ADJ
easat-2930	18	14	benefits	benefit	NOUN
easat-2930	18	15	and	and	CCONJ
easat-2930	18	16	challenges	challenge	NOUN
easat-2930	18	17	of	of	ADP
easat-2930	18	18	implementing	implement	VERB
easat-2930	18	19	ml	ml	NOUN
easat-2930	18	20	in	in	ADP
easat-2930	18	21	cybersecurity	cybersecurity	NOUN
easat-2930	18	22	,	,	PUNCT
easat-2930	18	23	highlighting	highlight	VERB
easat-2930	18	24	the	the	DET
easat-2930	18	25	need	need	NOUN
easat-2930	18	26	for	for	ADP
easat-2930	18	27	continuous	continuous	ADJ
easat-2930	18	28	innovation	innovation	NOUN
easat-2930	18	29	in	in	ADP
easat-2930	18	30	threat	threat	NOUN
easat-2930	18	31	detection	detection	NOUN
easat-2930	18	32	mechanisms	mechanism	NOUN
easat-2930	18	33	.	.	PUNCT
easat-2930	19	1	this	this	DET
easat-2930	19	2	review	review	NOUN
easat-2930	19	3	acknowledges	acknowledge	VERB
easat-2930	19	4	limitations	limitation	NOUN
easat-2930	19	5	such	such	ADJ
easat-2930	19	6	as	as	ADP
easat-2930	19	7	the	the	DET
easat-2930	19	8	predominance	predominance	NOUN
easat-2930	19	9	of	of	ADP
easat-2930	19	10	literature	literature	NOUN
easat-2930	19	11	from	from	ADP
easat-2930	19	12	western	western	ADJ
easat-2930	19	13	contexts	context	NOUN
easat-2930	19	14	,	,	PUNCT
easat-2930	19	15	potentially	potentially	ADV
easat-2930	19	16	overlooking	overlook	VERB
easat-2930	19	17	insights	insight	NOUN
easat-2930	19	18	from	from	ADP
easat-2930	19	19	other	other	ADJ
easat-2930	19	20	regions	region	NOUN
easat-2930	19	21	.	.	PUNCT
easat-2930	20	1	furthermore	furthermore	ADV
easat-2930	20	2	,	,	PUNCT
easat-2930	20	3	the	the	DET
easat-2930	20	4	complexity	complexity	NOUN
easat-2930	20	5	of	of	ADP
easat-2930	20	6	implementing	implement	VERB
easat-2930	20	7	ml	ml	PROPN
easat-2930	20	8	systems	system	NOUN
easat-2930	20	9	in	in	ADP
easat-2930	20	10	dynamic	dynamic	ADJ
easat-2930	20	11	cyber	cyber	NOUN
easat-2930	20	12	environments	environment	NOUN
easat-2930	20	13	remains	remain	VERB
easat-2930	20	14	a	a	DET
easat-2930	20	15	critical	critical	ADJ
easat-2930	20	16	challenge	challenge	NOUN
easat-2930	20	17	.	.	PUNCT
easat-2930	21	1	future	future	ADJ
easat-2930	21	2	research	research	NOUN
easat-2930	21	3	should	should	AUX
easat-2930	21	4	concentrate	concentrate	VERB
easat-2930	21	5	on	on	ADP
easat-2930	21	6	refining	refine	VERB
easat-2930	21	7	ml	ml	ADP
easat-2930	21	8	algorithms	algorithm	NOUN
easat-2930	21	9	to	to	PART
easat-2930	21	10	enhance	enhance	VERB
easat-2930	21	11	resilience	resilience	NOUN
easat-2930	21	12	against	against	ADP
easat-2930	21	13	adversarial	adversarial	ADJ
easat-2930	21	14	threats	threat	NOUN
easat-2930	21	15	,	,	PUNCT
easat-2930	21	16	exploring	explore	VERB
easat-2930	21	17	the	the	DET
easat-2930	21	18	integration	integration	NOUN
easat-2930	21	19	of	of	ADP
easat-2930	21	20	emerging	emerge	VERB
easat-2930	21	21	technologies	technology	NOUN
easat-2930	21	22	for	for	ADP
easat-2930	21	23	improved	improved	ADJ
easat-2930	21	24	cybersecurity	cybersecurity	NOUN
easat-2930	21	25	,	,	PUNCT
easat-2930	21	26	and	and	CCONJ
easat-2930	21	27	addressing	address	VERB
easat-2930	21	28	gaps	gap	NOUN
easat-2930	21	29	in	in	ADP
easat-2930	21	30	the	the	DET
easat-2930	21	31	existing	exist	VERB
easat-2930	21	32	literature	literature	NOUN
easat-2930	21	33	regarding	regard	VERB
easat-2930	21	34	the	the	DET
easat-2930	21	35	life	life	NOUN
easat-2930	21	36	cycle	cycle	NOUN
easat-2930	21	37	of	of	ADP
easat-2930	21	38	ml	ml	NOUN
easat-2930	21	39	models	model	NOUN
easat-2930	21	40	in	in	ADP
easat-2930	21	41	realworld	realworld	PROPN
easat-2930	21	42	applications	application	NOUN
easat-2930	21	43	.	.	PUNCT
easat-2930	22	1	keywords	keyword	NOUN
easat-2930	22	2	:	:	PUNCT
easat-2930	22	3	cyber	cyber	ADJ
easat-2930	22	4	threat	threat	NOUN
easat-2930	22	5	detection	detection	NOUN
easat-2930	22	6	,	,	PUNCT
easat-2930	22	7	cybersecurity	cybersecurity	NOUN
easat-2930	22	8	,	,	PUNCT
easat-2930	22	9	data	datum	NOUN
easat-2930	22	10	security	security	NOUN
easat-2930	22	11	,	,	PUNCT
easat-2930	22	12	information	information	NOUN
easat-2930	22	13	security	security	NOUN
easat-2930	22	14	,	,	PUNCT
easat-2930	22	15	machine	machine	NOUN
easat-2930	22	16	learning	learning	NOUN
easat-2930	22	17	,	,	PUNCT
easat-2930	22	18	malware	malware	NOUN
easat-2930	22	19	detection	detection	NOUN
easat-2930	22	20	,	,	PUNCT
easat-2930	22	21	systematic	systematic	ADJ
easat-2930	22	22	review	review	NOUN
easat-2930	22	23	.	.	PUNCT
easat-2930	23	1	1	1	X
easat-2930	23	2	.	.	X
easat-2930	23	3	introduction	introduction	NOUN
easat-2930	23	4	according	accord	VERB
easat-2930	23	5	to	to	ADP
easat-2930	23	6	niknami	niknami	NOUN
easat-2930	23	7	&	&	CCONJ
easat-2930	23	8	wu	wu	PROPN
easat-2930	23	9	(	(	PUNCT
easat-2930	23	10	2024	2024	NUM
easat-2930	23	11	)	)	PUNCT
easat-2930	23	12	,	,	PUNCT
easat-2930	23	13	ml	ml	X
easat-2930	23	14	is	be	AUX
easat-2930	23	15	a	a	DET
easat-2930	23	16	part	part	NOUN
easat-2930	23	17	of	of	ADP
easat-2930	23	18	artificial	artificial	ADJ
easat-2930	23	19	intelligence	intelligence	NOUN
easat-2930	23	20	(	(	PUNCT
easat-2930	23	21	ai	ai	NOUN
easat-2930	23	22	)	)	PUNCT
easat-2930	23	23	,	,	PUNCT
easat-2930	23	24	it	it	PRON
easat-2930	23	25	is	be	AUX
easat-2930	23	26	a	a	DET
easat-2930	23	27	system	system	NOUN
easat-2930	23	28	to	to	PART
easat-2930	23	29	learn	learn	VERB
easat-2930	23	30	from	from	ADP
easat-2930	23	31	huge	huge	ADJ
easat-2930	23	32	amount	amount	NOUN
easat-2930	23	33	of	of	ADP
easat-2930	23	34	data	datum	NOUN
easat-2930	23	35	,	,	PUNCT
easat-2930	23	36	detect	detect	VERB
easat-2930	23	37	the	the	DET
easat-2930	23	38	threats	threat	NOUN
easat-2930	23	39	and	and	CCONJ
easat-2930	23	40	take	take	VERB
easat-2930	23	41	an	an	DET
easat-2930	23	42	intelligent	intelligent	ADJ
easat-2930	23	43	decision	decision	NOUN
easat-2930	23	44	.	.	PUNCT
easat-2930	24	1	ml	ml	PROPN
easat-2930	24	2	has	have	AUX
easat-2930	24	3	become	become	VERB
easat-2930	24	4	progressively	progressively	ADV
easat-2930	24	5	popular	popular	ADJ
easat-2930	24	6	and	and	CCONJ
easat-2930	24	7	at	at	ADP
easat-2930	24	8	present	present	NOUN
easat-2930	24	9	used	use	VERB
easat-2930	24	10	in	in	ADP
easat-2930	24	11	various	various	ADJ
easat-2930	24	12	field	field	NOUN
easat-2930	24	13	like	like	ADP
easat-2930	24	14	computer	computer	NOUN
easat-2930	24	15	vision	vision	NOUN
easat-2930	24	16	,	,	PUNCT
easat-2930	24	17	social	social	ADJ
easat-2930	24	18	media	medium	NOUN
easat-2930	24	19	platform	platform	NOUN
easat-2930	24	20	,	,	PUNCT
easat-2930	24	21	mobile	mobile	ADJ
easat-2930	24	22	networks	network	NOUN
easat-2930	24	23	and	and	CCONJ
easat-2930	24	24	cybersecurity	cybersecurity	NOUN
easat-2930	24	25	and	and	CCONJ
easat-2930	24	26	it	it	PRON
easat-2930	24	27	provides	provide	VERB
easat-2930	24	28	a	a	DET
easat-2930	24	29	promising	promising	ADJ
easat-2930	24	30	solution	solution	NOUN
easat-2930	24	31	in	in	ADP
easat-2930	24	32	information	information	NOUN
easat-2930	24	33	security	security	NOUN
easat-2930	24	34	(	(	PUNCT
easat-2930	24	35	anzum	anzum	NOUN
easat-2930	24	36	et	et	PROPN
easat-2930	24	37	al	al	PROPN
easat-2930	24	38	.	.	PROPN
easat-2930	24	39	,	,	PUNCT
easat-2930	24	40	2024	2024	NUM
easat-2930	24	41	)	)	PUNCT
easat-2930	24	42	.	.	PUNCT
easat-2930	25	1	the	the	DET
easat-2930	25	2	research	research	NOUN
easat-2930	25	3	gap	gap	NOUN
easat-2930	25	4	of	of	ADP
easat-2930	25	5	this	this	DET
easat-2930	25	6	topic	topic	NOUN
easat-2930	25	7	is	be	AUX
easat-2930	25	8	that	that	SCONJ
easat-2930	25	9	lack	lack	NOUN
easat-2930	25	10	focus	focus	NOUN
easat-2930	25	11	on	on	ADP
easat-2930	25	12	predictive	predictive	ADJ
easat-2930	25	13	behaviors	behavior	NOUN
easat-2930	25	14	in	in	ADP
easat-2930	25	15	evaluations	evaluation	NOUN
easat-2930	25	16	of	of	ADP
easat-2930	25	17	ml	ml	NOUN
easat-2930	25	18	model	model	NOUN
easat-2930	25	19	and	and	CCONJ
easat-2930	25	20	also	also	ADV
easat-2930	25	21	no	no	DET
easat-2930	25	22	study	study	NOUN
easat-2930	25	23	has	have	AUX
easat-2930	25	24	considered	consider	VERB
easat-2930	25	25	all	all	PRON
easat-2930	25	26	ml	ml	ADP
easat-2930	25	27	software	software	NOUN
easat-2930	25	28	and	and	CCONJ
easat-2930	25	29	hardware	hardware	NOUN
easat-2930	25	30	life	life	NOUN
easat-2930	25	31	cycle	cycle	NOUN
easat-2930	25	32	stages	stage	NOUN
easat-2930	25	33	.	.	PUNCT
easat-2930	26	1	another	another	DET
easat-2930	26	2	gap	gap	NOUN
easat-2930	26	3	is	be	AUX
easat-2930	26	4	that	that	DET
easat-2930	26	5	detection	detection	NOUN
easat-2930	26	6	of	of	ADP
easat-2930	26	7	phishing	phishe	VERB
easat-2930	26	8	website	website	NOUN
easat-2930	26	9	attacks	attack	NOUN
easat-2930	26	10	in	in	ADP
easat-2930	26	11	information	information	NOUN
easat-2930	26	12	security	security	NOUN
easat-2930	26	13	solving	solve	VERB
easat-2930	26	14	by	by	ADP
easat-2930	26	15	ml	ml	PROPN
easat-2930	26	16	(	(	PUNCT
easat-2930	26	17	dasari	dasari	PROPN
easat-2930	26	18	&	&	CCONJ
easat-2930	26	19	samanta	samanta	PROPN
easat-2930	26	20	,	,	PUNCT
easat-2930	26	21	2024	2024	NUM
easat-2930	26	22	)	)	PUNCT
easat-2930	26	23	.	.	PUNCT
easat-2930	27	1	according	accord	VERB
easat-2930	27	2	to	to	ADP
easat-2930	27	3	jo	jo	PROPN
easat-2930	27	4	(	(	PUNCT
easat-2930	27	5	2020	2020	NUM
easat-2930	27	6	)	)	PUNCT
easat-2930	27	7	,	,	PUNCT
easat-2930	27	8	ml	ml	ADP
easat-2930	27	9	algorithms	algorithm	NOUN
easat-2930	27	10	are	be	AUX
easat-2930	27	11	gradually	gradually	ADV
easat-2930	27	12	more	more	ADV
easat-2930	27	13	effective	effective	ADJ
easat-2930	27	14	in	in	ADP
easat-2930	27	15	certain	certain	ADJ
easat-2930	27	16	scheme	scheme	NOUN
easat-2930	27	17	.	.	PUNCT
easat-2930	28	1	machine	machine	NOUN
easat-2930	28	2	https://orcid.org/0000-0003-4284-6461	https://orcid.org/0000-0003-4284-6461	PROPN
easat-2930	28	3	https://orcid.org/0009-0004-2312-2622	https://orcid.org/0009-0004-2312-2622	PROPN
easat-2930	28	4	https://orcid.org/0009-0005-7910-9619	https://orcid.org/0009-0005-7910-9619	INTJ
easat-2930	28	5	https://orcid.org/0009-0004-1634-7962	https://orcid.org/0009-0004-1634-7962	VERB
easat-2930	28	6	https://orcid.org/0009-0003-7541-8794	https://orcid.org/0009-0003-7541-8794	PROPN
easat-2930	28	7	https://orcid.org/0009-0001-7521-5941	https://orcid.org/0009-0001-7521-5941	PROPN
easat-2930	28	8	4292	4292	NUM
easat-2930	28	9	edelweiss	edelweiss	PROPN
easat-2930	28	10	applied	apply	VERB
easat-2930	28	11	science	science	NOUN
easat-2930	28	12	and	and	CCONJ
easat-2930	28	13	technology	technology	NOUN
easat-2930	28	14	issn	issn	PROPN
easat-2930	28	15	:	:	PUNCT
easat-2930	28	16	2576	2576	NUM
easat-2930	28	17	-	-	SYM
easat-2930	28	18	8484	8484	NUM
easat-2930	28	19	vol	vol	NOUN
easat-2930	28	20	.	.	PROPN
easat-2930	29	1	8	8	NUM
easat-2930	29	2	,	,	PUNCT
easat-2930	29	3	no	no	INTJ
easat-2930	29	4	.	.	NOUN
easat-2930	30	1	6	6	NUM
easat-2930	30	2	:	:	SYM
easat-2930	30	3	4291	4291	NUM
easat-2930	30	4	-	-	SYM
easat-2930	30	5	4307	4307	NUM
easat-2930	30	6	,	,	PUNCT
easat-2930	30	7	2024	2024	NUM
easat-2930	30	8	doi	doi	NOUN
easat-2930	30	9	:	:	PUNCT
easat-2930	30	10	10.55214/25768484.v8i6.2930	10.55214/25768484.v8i6.2930	NUM
easat-2930	30	11	©	©	ADP
easat-2930	30	12	2024	2024	NUM
easat-2930	30	13	by	by	ADP
easat-2930	30	14	the	the	DET
easat-2930	30	15	authors	author	NOUN
easat-2930	30	16	;	;	PUNCT
easat-2930	30	17	licensee	licensee	PROPN
easat-2930	30	18	learning	learn	VERB
easat-2930	30	19	gate	gate	NOUN
easat-2930	30	20	learning	learning	NOUN
easat-2930	30	21	(	(	PUNCT
easat-2930	30	22	ml	ml	NOUN
easat-2930	30	23	)	)	PUNCT
easat-2930	30	24	algorithms	algorithm	NOUN
easat-2930	30	25	can	can	AUX
easat-2930	30	26	be	be	AUX
easat-2930	30	27	considered	consider	VERB
easat-2930	30	28	into	into	ADP
easat-2930	30	29	four	four	NUM
easat-2930	30	30	types	type	NOUN
easat-2930	30	31	:	:	PUNCT
easat-2930	30	32	supervised	supervised	ADJ
easat-2930	30	33	,	,	PUNCT
easat-2930	30	34	unsupervised	unsupervised	ADJ
easat-2930	30	35	,	,	PUNCT
easat-2930	30	36	semisupervised	semisupervised	ADJ
easat-2930	30	37	and	and	CCONJ
easat-2930	30	38	reinforcement	reinforcement	NOUN
easat-2930	30	39	learning	learning	NOUN
easat-2930	30	40	.	.	PUNCT
easat-2930	31	1	supervised	supervised	ADJ
easat-2930	31	2	learning	learn	VERB
easat-2930	31	3	algorithms	algorithm	NOUN
easat-2930	31	4	use	use	VERB
easat-2930	31	5	labeled	label	VERB
easat-2930	31	6	training	training	NOUN
easat-2930	31	7	data	datum	NOUN
easat-2930	31	8	to	to	PART
easat-2930	31	9	make	make	VERB
easat-2930	31	10	predict	predict	VERB
easat-2930	31	11	outcomes	outcome	NOUN
easat-2930	31	12	or	or	CCONJ
easat-2930	31	13	make	make	VERB
easat-2930	31	14	decisions	decision	NOUN
easat-2930	31	15	.	.	PUNCT
easat-2930	32	1	in	in	ADP
easat-2930	32	2	information	information	NOUN
easat-2930	32	3	security	security	NOUN
easat-2930	32	4	,	,	PUNCT
easat-2930	32	5	supervised	supervised	ADJ
easat-2930	32	6	learning	learning	NOUN
easat-2930	32	7	is	be	AUX
easat-2930	32	8	especially	especially	ADV
easat-2930	32	9	valuable	valuable	ADJ
easat-2930	32	10	as	as	SCONJ
easat-2930	32	11	it	it	PRON
easat-2930	32	12	can	can	AUX
easat-2930	32	13	be	be	AUX
easat-2930	32	14	trained	train	VERB
easat-2930	32	15	to	to	PART
easat-2930	32	16	identify	identify	VERB
easat-2930	32	17	patterns	pattern	NOUN
easat-2930	32	18	linked	link	VERB
easat-2930	32	19	to	to	ADP
easat-2930	32	20	both	both	CCONJ
easat-2930	32	21	legitimate	legitimate	ADJ
easat-2930	32	22	and	and	CCONJ
easat-2930	32	23	malicious	malicious	ADJ
easat-2930	32	24	activities	activity	NOUN
easat-2930	32	25	(	(	PUNCT
easat-2930	32	26	liu	liu	PROPN
easat-2930	32	27	et	et	PROPN
easat-2930	32	28	al	al	PROPN
easat-2930	32	29	.	.	PROPN
easat-2930	32	30	,	,	PUNCT
easat-2930	32	31	2024	2024	NUM
easat-2930	32	32	)	)	PUNCT
easat-2930	32	33	.	.	PUNCT
easat-2930	33	1	unsupervised	unsupervised	ADJ
easat-2930	33	2	learning	learning	NOUN
easat-2930	33	3	algorithms	algorithm	NOUN
easat-2930	33	4	aim	aim	VERB
easat-2930	33	5	to	to	PART
easat-2930	33	6	uncover	uncover	VERB
easat-2930	33	7	hidden	hide	VERB
easat-2930	33	8	patterns	pattern	NOUN
easat-2930	33	9	or	or	CCONJ
easat-2930	33	10	inherent	inherent	ADJ
easat-2930	33	11	structures	structure	NOUN
easat-2930	33	12	in	in	ADP
easat-2930	33	13	data	datum	NOUN
easat-2930	33	14	without	without	ADP
easat-2930	33	15	using	use	VERB
easat-2930	33	16	predefined	predefine	VERB
easat-2930	33	17	labels	label	NOUN
easat-2930	33	18	.	.	PUNCT
easat-2930	34	1	in	in	ADP
easat-2930	34	2	information	information	NOUN
easat-2930	34	3	security	security	NOUN
easat-2930	34	4	,	,	PUNCT
easat-2930	34	5	unsupervised	unsupervised	ADJ
easat-2930	34	6	learning	learning	NOUN
easat-2930	34	7	is	be	AUX
easat-2930	34	8	particularly	particularly	ADV
easat-2930	34	9	valuable	valuable	ADJ
easat-2930	34	10	for	for	ADP
easat-2930	34	11	anomaly	anomaly	NOUN
easat-2930	34	12	detection	detection	NOUN
easat-2930	34	13	where	where	SCONJ
easat-2930	34	14	the	the	DET
easat-2930	34	15	aim	aim	NOUN
easat-2930	34	16	is	be	AUX
easat-2930	34	17	to	to	PART
easat-2930	34	18	identify	identify	VERB
easat-2930	34	19	unusual	unusual	ADJ
easat-2930	34	20	patterns	pattern	NOUN
easat-2930	34	21	that	that	PRON
easat-2930	34	22	might	might	AUX
easat-2930	34	23	indicate	indicate	VERB
easat-2930	34	24	malicious	malicious	ADJ
easat-2930	34	25	activity	activity	NOUN
easat-2930	34	26	or	or	CCONJ
easat-2930	34	27	other	other	ADJ
easat-2930	34	28	security	security	NOUN
easat-2930	34	29	incidents	incident	NOUN
easat-2930	34	30	.	.	PUNCT
easat-2930	35	1	semisupervised	semisupervise	VERB
easat-2930	35	2	learning	learn	VERB
easat-2930	35	3	algorithms	algorithm	NOUN
easat-2930	35	4	leverage	leverage	NOUN
easat-2930	35	5	both	both	PRON
easat-2930	35	6	labeled	label	VERB
easat-2930	35	7	and	and	CCONJ
easat-2930	35	8	unlabeled	unlabeled	ADJ
easat-2930	35	9	data	datum	NOUN
easat-2930	35	10	to	to	PART
easat-2930	35	11	improve	improve	VERB
easat-2930	35	12	learning	learn	VERB
easat-2930	35	13	precision	precision	NOUN
easat-2930	35	14	,	,	PUNCT
easat-2930	35	15	allowing	allow	VERB
easat-2930	35	16	models	model	NOUN
easat-2930	35	17	to	to	PART
easat-2930	35	18	use	use	VERB
easat-2930	35	19	a	a	DET
easat-2930	35	20	small	small	ADJ
easat-2930	35	21	amount	amount	NOUN
easat-2930	35	22	of	of	ADP
easat-2930	35	23	labeled	label	VERB
easat-2930	35	24	data	datum	NOUN
easat-2930	35	25	along	along	ADP
easat-2930	35	26	with	with	ADP
easat-2930	35	27	a	a	DET
easat-2930	35	28	larger	large	ADJ
easat-2930	35	29	pool	pool	NOUN
easat-2930	35	30	of	of	ADP
easat-2930	35	31	unlabeled	unlabeled	ADJ
easat-2930	35	32	data	datum	NOUN
easat-2930	35	33	to	to	PART
easat-2930	35	34	enhance	enhance	VERB
easat-2930	35	35	the	the	DET
easat-2930	35	36	learning	learning	NOUN
easat-2930	35	37	process	process	NOUN
easat-2930	35	38	(	(	PUNCT
easat-2930	35	39	lyubchyk	lyubchyk	NOUN
easat-2930	35	40	,	,	PUNCT
easat-2930	35	41	&	&	CCONJ
easat-2930	35	42	yamkovyi	yamkovyi	NOUN
easat-2930	35	43	,	,	PUNCT
easat-2930	35	44	2022	2022	NUM
easat-2930	35	45	)	)	PUNCT
easat-2930	35	46	.	.	PUNCT
easat-2930	36	1	bhuiyan	bhuiyan	PROPN
easat-2930	36	2	et	et	PROPN
easat-2930	36	3	al	al	PROPN
easat-2930	36	4	.	.	PROPN
easat-2930	36	5	,	,	PUNCT
easat-2930	36	6	(	(	PUNCT
easat-2930	36	7	2024	2024	NUM
easat-2930	36	8	)	)	PUNCT
easat-2930	36	9	stated	state	VERB
easat-2930	36	10	that	that	SCONJ
easat-2930	36	11	machine	machine	NOUN
easat-2930	36	12	learning	learning	NOUN
easat-2930	36	13	(	(	PUNCT
easat-2930	36	14	ml	ml	NOUN
easat-2930	36	15	)	)	PUNCT
easat-2930	36	16	is	be	AUX
easat-2930	36	17	now	now	ADV
easat-2930	36	18	widely	widely	ADV
easat-2930	36	19	available	available	ADJ
easat-2930	36	20	and	and	CCONJ
easat-2930	36	21	accessible	accessible	ADJ
easat-2930	36	22	to	to	ADP
easat-2930	36	23	organizations	organization	NOUN
easat-2930	36	24	of	of	ADP
easat-2930	36	25	all	all	DET
easat-2930	36	26	sizes	size	NOUN
easat-2930	36	27	.	.	PUNCT
easat-2930	37	1	ml	ml	NOUN
easat-2930	37	2	applications	application	NOUN
easat-2930	37	3	serve	serve	VERB
easat-2930	37	4	purposes	purpose	NOUN
easat-2930	37	5	that	that	PRON
easat-2930	37	6	were	be	AUX
easat-2930	37	7	unimaginable	unimaginable	ADJ
easat-2930	37	8	just	just	ADV
easat-2930	37	9	a	a	DET
easat-2930	37	10	few	few	ADJ
easat-2930	37	11	years	year	NOUN
easat-2930	37	12	ago	ago	ADV
easat-2930	37	13	.	.	PUNCT
easat-2930	38	1	from	from	ADP
easat-2930	38	2	the	the	DET
easat-2930	38	3	perspectives	perspective	NOUN
easat-2930	38	4	of	of	ADP
easat-2930	38	5	system	system	NOUN
easat-2930	38	6	security	security	NOUN
easat-2930	38	7	,	,	PUNCT
easat-2930	38	8	privacy	privacy	NOUN
easat-2930	38	9	and	and	CCONJ
easat-2930	38	10	public	public	ADJ
easat-2930	38	11	safety	safety	NOUN
easat-2930	38	12	,	,	PUNCT
easat-2930	38	13	ml	ml	ADP
easat-2930	38	14	introduces	introduce	VERB
easat-2930	38	15	both	both	CCONJ
easat-2930	38	16	opportunities	opportunity	NOUN
easat-2930	38	17	and	and	CCONJ
easat-2930	38	18	challenges	challenge	NOUN
easat-2930	38	19	for	for	ADP
easat-2930	38	20	various	various	ADJ
easat-2930	38	21	applications	application	NOUN
easat-2930	38	22	.	.	PUNCT
easat-2930	39	1	this	this	DET
easat-2930	39	2	review	review	NOUN
easat-2930	39	3	paper	paper	NOUN
easat-2930	39	4	mainly	mainly	ADV
easat-2930	39	5	focuses	focus	VERB
easat-2930	39	6	on	on	ADP
easat-2930	39	7	the	the	DET
easat-2930	39	8	study	study	NOUN
easat-2930	39	9	of	of	ADP
easat-2930	39	10	data	datum	NOUN
easat-2930	39	11	security	security	NOUN
easat-2930	39	12	using	use	VERB
easat-2930	39	13	machine	machine	NOUN
easat-2930	39	14	learning	learning	NOUN
easat-2930	39	15	technologies	technology	NOUN
easat-2930	39	16	.	.	PUNCT
easat-2930	40	1	we	we	PRON
easat-2930	40	2	are	be	AUX
easat-2930	40	3	also	also	ADV
easat-2930	40	4	describing	describe	VERB
easat-2930	40	5	how	how	SCONJ
easat-2930	40	6	ml	ml	NOUN
easat-2930	40	7	algorithms	algorithm	NOUN
easat-2930	40	8	can	can	AUX
easat-2930	40	9	be	be	AUX
easat-2930	40	10	applied	apply	VERB
easat-2930	40	11	in	in	ADP
easat-2930	40	12	information	information	NOUN
easat-2930	40	13	security	security	NOUN
easat-2930	40	14	and	and	CCONJ
easat-2930	40	15	ml	ml	NOUN
easat-2930	40	16	techniques	technique	NOUN
easat-2930	40	17	and	and	CCONJ
easat-2930	40	18	challenges	challenge	NOUN
easat-2930	40	19	also	also	ADV
easat-2930	40	20	addressed	address	VERB
easat-2930	40	21	(	(	PUNCT
easat-2930	40	22	nanath	nanath	NOUN
easat-2930	40	23	,	,	PUNCT
easat-2930	40	24	&	&	CCONJ
easat-2930	40	25	rahman	rahman	PROPN
easat-2930	40	26	,	,	PUNCT
easat-2930	40	27	2022	2022	NUM
easat-2930	40	28	)	)	PUNCT
easat-2930	40	29	.	.	PUNCT
easat-2930	41	1	kaigorodtsev	kaigorodtsev	PROPN
easat-2930	41	2	&	&	CCONJ
easat-2930	41	3	kaigorodtseva	kaigorodtseva	PROPN
easat-2930	41	4	(	(	PUNCT
easat-2930	41	5	2020	2020	NUM
easat-2930	41	6	)	)	PUNCT
easat-2930	41	7	in	in	ADP
easat-2930	41	8	the	the	DET
easat-2930	41	9	digitalization	digitalization	NOUN
easat-2930	41	10	era	era	NOUN
easat-2930	41	11	,	,	PUNCT
easat-2930	41	12	technology	technology	NOUN
easat-2930	41	13	became	become	VERB
easat-2930	41	14	essential	essential	ADJ
easat-2930	41	15	across	across	ADP
easat-2930	41	16	all	all	DET
easat-2930	41	17	sectors	sector	NOUN
easat-2930	41	18	,	,	PUNCT
easat-2930	41	19	offering	offer	VERB
easat-2930	41	20	numerous	numerous	ADJ
easat-2930	41	21	conveniences	convenience	NOUN
easat-2930	41	22	and	and	CCONJ
easat-2930	41	23	accessibilities	accessibility	NOUN
easat-2930	41	24	.	.	PUNCT
easat-2930	42	1	however	however	ADV
easat-2930	42	2	,	,	PUNCT
easat-2930	42	3	it	it	PRON
easat-2930	42	4	also	also	ADV
easat-2930	42	5	introduced	introduce	VERB
easat-2930	42	6	several	several	ADJ
easat-2930	42	7	problems	problem	NOUN
easat-2930	42	8	,	,	PUNCT
easat-2930	42	9	such	such	ADJ
easat-2930	42	10	as	as	ADP
easat-2930	42	11	privacy	privacy	NOUN
easat-2930	42	12	concern	concern	NOUN
easat-2930	42	13	,	,	PUNCT
easat-2930	42	14	security	security	NOUN
easat-2930	42	15	vulnerabilities	vulnerability	NOUN
easat-2930	42	16	,	,	PUNCT
easat-2930	42	17	and	and	CCONJ
easat-2930	42	18	the	the	DET
easat-2930	42	19	potential	potential	NOUN
easat-2930	42	20	for	for	ADP
easat-2930	42	21	misuse	misuse	NOUN
easat-2930	42	22	.	.	PUNCT
easat-2930	43	1	balancing	balance	VERB
easat-2930	43	2	these	these	DET
easat-2930	43	3	benefits	benefit	NOUN
easat-2930	43	4	and	and	CCONJ
easat-2930	43	5	challenges	challenge	NOUN
easat-2930	43	6	is	be	AUX
easat-2930	43	7	crucial	crucial	ADJ
easat-2930	43	8	for	for	ADP
easat-2930	43	9	the	the	DET
easat-2930	43	10	responsible	responsible	ADJ
easat-2930	43	11	use	use	NOUN
easat-2930	43	12	of	of	ADP
easat-2930	43	13	technology	technology	NOUN
easat-2930	43	14	.	.	PUNCT
easat-2930	44	1	ensuring	ensure	VERB
easat-2930	44	2	the	the	DET
easat-2930	44	3	security	security	NOUN
easat-2930	44	4	was	be	AUX
easat-2930	44	5	very	very	ADV
easat-2930	44	6	robust	robust	ADJ
easat-2930	44	7	for	for	ADP
easat-2930	44	8	the	the	DET
easat-2930	44	9	systems	system	NOUN
easat-2930	44	10	developer	developer	NOUN
easat-2930	44	11	because	because	SCONJ
easat-2930	44	12	the	the	DET
easat-2930	44	13	attackers	attacker	NOUN
easat-2930	44	14	were	be	AUX
easat-2930	44	15	developing	develop	VERB
easat-2930	44	16	progressively	progressively	ADV
easat-2930	44	17	.	.	PUNCT
easat-2930	45	1	every	every	DET
easat-2930	45	2	digital	digital	ADJ
easat-2930	45	3	process	process	NOUN
easat-2930	45	4	and	and	CCONJ
easat-2930	45	5	social	social	ADJ
easat-2930	45	6	platform	platform	NOUN
easat-2930	45	7	engendered	engender	VERB
easat-2930	45	8	gigantic	gigantic	ADJ
easat-2930	45	9	data	datum	NOUN
easat-2930	45	10	.	.	PUNCT
easat-2930	46	1	attack	attack	NOUN
easat-2930	46	2	strategies	strategy	NOUN
easat-2930	46	3	are	be	AUX
easat-2930	46	4	rapidly	rapidly	ADV
easat-2930	46	5	evolving	evolve	VERB
easat-2930	46	6	to	to	PART
easat-2930	46	7	bypass	bypass	VERB
easat-2930	46	8	generic	generic	ADJ
easat-2930	46	9	signaturebased	signaturebase	VERB
easat-2930	46	10	defenses	defense	NOUN
easat-2930	46	11	,	,	PUNCT
easat-2930	46	12	similar	similar	ADJ
easat-2930	46	13	to	to	ADP
easat-2930	46	14	advancements	advancement	NOUN
easat-2930	46	15	in	in	ADP
easat-2930	46	16	web	web	NOUN
easat-2930	46	17	and	and	CCONJ
easat-2930	46	18	mobile	mobile	NOUN
easat-2930	46	19	technologies	technology	NOUN
easat-2930	46	20	(	(	PUNCT
easat-2930	46	21	hossain	hossain	PROPN
easat-2930	46	22	et	et	PROPN
easat-2930	46	23	al	al	PROPN
easat-2930	46	24	.	.	PROPN
easat-2930	46	25	,	,	PUNCT
easat-2930	46	26	2024	2024	NUM
easat-2930	46	27	)	)	PUNCT
easat-2930	46	28	.	.	PUNCT
easat-2930	47	1	ml	ml	X
easat-2930	47	2	techniques	technique	NOUN
easat-2930	47	3	offered	offer	VERB
easat-2930	47	4	promising	promise	VERB
easat-2930	47	5	solutions	solution	NOUN
easat-2930	47	6	due	due	ADP
easat-2930	47	7	to	to	ADP
easat-2930	47	8	their	their	PRON
easat-2930	47	9	ability	ability	NOUN
easat-2930	47	10	to	to	PART
easat-2930	47	11	adapt	adapt	VERB
easat-2930	47	12	quickly	quickly	ADV
easat-2930	47	13	to	to	ADP
easat-2930	47	14	new	new	ADJ
easat-2930	47	15	and	and	CCONJ
easat-2930	47	16	unknown	unknown	ADJ
easat-2930	47	17	situations	situation	NOUN
easat-2930	47	18	,	,	PUNCT
easat-2930	47	19	making	make	VERB
easat-2930	47	20	them	they	PRON
easat-2930	47	21	suitable	suitable	ADJ
easat-2930	47	22	for	for	ADP
easat-2930	47	23	addressing	address	VERB
easat-2930	47	24	these	these	DET
easat-2930	47	25	complex	complex	ADJ
easat-2930	47	26	challenges	challenge	NOUN
easat-2930	47	27	.	.	PUNCT
easat-2930	48	1	a	a	DET
easat-2930	48	2	variety	variety	NOUN
easat-2930	48	3	of	of	ADP
easat-2930	48	4	securities	security	NOUN
easat-2930	48	5	issues	issue	NOUN
easat-2930	48	6	were	be	AUX
easat-2930	48	7	being	be	AUX
easat-2930	48	8	used	use	VERB
easat-2930	48	9	in	in	ADP
easat-2930	48	10	ml	ml	ADP
easat-2930	48	11	techniques	technique	NOUN
easat-2930	48	12	(	(	PUNCT
easat-2930	48	13	gupta	gupta	PROPN
easat-2930	48	14	et	et	PROPN
easat-2930	48	15	al	al	PROPN
easat-2930	48	16	.	.	PROPN
easat-2930	48	17	,	,	PUNCT
easat-2930	48	18	2023	2023	NUM
easat-2930	48	19	)	)	PUNCT
easat-2930	48	20	.	.	PUNCT
easat-2930	49	1	according	accord	VERB
easat-2930	49	2	to	to	ADP
easat-2930	49	3	rahman	rahman	PROPN
easat-2930	49	4	et	et	PROPN
easat-2930	49	5	al	al	PROPN
easat-2930	49	6	.	.	PROPN
easat-2930	50	1	(	(	PUNCT
easat-2930	50	2	2024	2024	NUM
easat-2930	50	3	)	)	PUNCT
easat-2930	50	4	,	,	PUNCT
easat-2930	50	5	an	an	DET
easat-2930	50	6	excessively	excessively	ADV
easat-2930	50	7	limited	limited	ADJ
easat-2930	50	8	focus	focus	NOUN
easat-2930	50	9	on	on	ADP
easat-2930	50	10	assessing	assess	VERB
easat-2930	50	11	ml	ml	NOUN
easat-2930	50	12	models	model	NOUN
easat-2930	50	13	based	base	VERB
easat-2930	50	14	only	only	ADV
easat-2930	50	15	on	on	ADP
easat-2930	50	16	decontextualized	decontextualize	VERB
easat-2930	50	17	predictive	predictive	ADJ
easat-2930	50	18	behaviors	behavior	NOUN
easat-2930	50	19	,	,	PUNCT
easat-2930	50	20	ignoring	ignore	VERB
easat-2930	50	21	other	other	ADJ
easat-2930	50	22	essential	essential	ADJ
easat-2930	50	23	model	model	NOUN
easat-2930	50	24	properties	property	NOUN
easat-2930	50	25	,	,	PUNCT
easat-2930	50	26	was	be	AUX
easat-2930	50	27	one	one	NUM
easat-2930	50	28	of	of	ADP
easat-2930	50	29	the	the	DET
easat-2930	50	30	major	major	ADJ
easat-2930	50	31	research	research	NOUN
easat-2930	50	32	gaps	gap	NOUN
easat-2930	50	33	in	in	ADP
easat-2930	50	34	the	the	DET
easat-2930	50	35	field	field	NOUN
easat-2930	50	36	of	of	ADP
easat-2930	50	37	machine	machine	NOUN
easat-2930	50	38	learning	learning	NOUN
easat-2930	50	39	.	.	PUNCT
easat-2930	51	1	furthermore	furthermore	ADV
easat-2930	51	2	,	,	PUNCT
easat-2930	51	3	there	there	PRON
easat-2930	51	4	needed	need	VERB
easat-2930	51	5	to	to	PART
easat-2930	51	6	be	be	AUX
easat-2930	51	7	a	a	DET
easat-2930	51	8	stronger	strong	ADJ
easat-2930	51	9	focus	focus	NOUN
easat-2930	51	10	on	on	ADP
easat-2930	51	11	finding	find	VERB
easat-2930	51	12	zero	zero	NUM
easat-2930	51	13	-	-	PUNCT
easat-2930	51	14	hour	hour	NOUN
easat-2930	51	15	or	or	CCONJ
easat-2930	51	16	freshly	freshly	ADV
easat-2930	51	17	created	create	VERB
easat-2930	51	18	phishing	phishe	VERB
easat-2930	51	19	website	website	NOUN
easat-2930	51	20	attacks	attack	NOUN
easat-2930	51	21	,	,	PUNCT
easat-2930	51	22	which	which	PRON
easat-2930	51	23	necessitated	necessitate	VERB
easat-2930	51	24	more	more	ADJ
easat-2930	51	25	study	study	NOUN
easat-2930	51	26	and	and	CCONJ
easat-2930	51	27	implementation	implementation	NOUN
easat-2930	51	28	of	of	ADP
easat-2930	51	29	machine	machine	NOUN
easat-2930	51	30	learning	learning	NOUN
easat-2930	51	31	and	and	CCONJ
easat-2930	51	32	deep	deep	ADJ
easat-2930	51	33	learning	learning	NOUN
easat-2930	51	34	methods	method	NOUN
easat-2930	51	35	(	(	PUNCT
easat-2930	51	36	bhuiyan	bhuiyan	X
easat-2930	51	37	et	et	PROPN
easat-2930	51	38	al	al	PROPN
easat-2930	51	39	.	.	PROPN
easat-2930	51	40	,	,	PUNCT
easat-2930	51	41	2023	2023	NUM
easat-2930	51	42	)	)	PUNCT
easat-2930	51	43	.	.	PUNCT
easat-2930	52	1	furthermore	furthermore	ADV
easat-2930	52	2	,	,	PUNCT
easat-2930	52	3	a	a	DET
easat-2930	52	4	comprehensive	comprehensive	ADJ
easat-2930	52	5	overview	overview	NOUN
easat-2930	52	6	of	of	ADP
easat-2930	52	7	the	the	DET
easat-2930	52	8	variables	variable	NOUN
easat-2930	52	9	influencing	influence	VERB
easat-2930	52	10	the	the	DET
easat-2930	52	11	greenhouse	greenhouse	NOUN
easat-2930	52	12	gas	gas	NOUN
easat-2930	52	13	(	(	PUNCT
easat-2930	52	14	ghg	ghg	PROPN
easat-2930	52	15	)	)	PUNCT
easat-2930	52	16	emissions	emission	NOUN
easat-2930	52	17	generated	generate	VERB
easat-2930	52	18	by	by	ADP
easat-2930	52	19	ml	ml	NOUN
easat-2930	52	20	models	model	NOUN
easat-2930	52	21	was	be	AUX
easat-2930	52	22	lacking	lack	VERB
easat-2930	52	23	,	,	PUNCT
easat-2930	52	24	as	as	SCONJ
easat-2930	52	25	were	be	AUX
easat-2930	52	26	the	the	DET
easat-2930	52	27	decisions	decision	NOUN
easat-2930	52	28	made	make	VERB
easat-2930	52	29	regarding	regard	VERB
easat-2930	52	30	hardware	hardware	NOUN
easat-2930	52	31	and	and	CCONJ
easat-2930	52	32	software	software	NOUN
easat-2930	52	33	design	design	NOUN
easat-2930	52	34	(	(	PUNCT
easat-2930	52	35	park	park	NOUN
easat-2930	52	36	&	&	CCONJ
easat-2930	52	37	kim	kim	PROPN
easat-2930	52	38	,	,	PUNCT
easat-2930	52	39	2023	2023	NUM
easat-2930	52	40	)	)	PUNCT
easat-2930	52	41	.	.	PUNCT
easat-2930	53	1	milon	milon	PROPN
easat-2930	53	2	et	et	PROPN
easat-2930	53	3	al	al	PROPN
easat-2930	53	4	.	.	PROPN
easat-2930	54	1	(	(	PUNCT
easat-2930	54	2	2024	2024	NUM
easat-2930	54	3	)	)	PUNCT
easat-2930	54	4	stated	state	VERB
easat-2930	54	5	that	that	SCONJ
easat-2930	54	6	there	there	PRON
easat-2930	54	7	was	be	VERB
easat-2930	54	8	a	a	DET
easat-2930	54	9	lack	lack	NOUN
easat-2930	54	10	of	of	ADP
easat-2930	54	11	research	research	NOUN
easat-2930	54	12	on	on	ADP
easat-2930	54	13	machine	machine	NOUN
easat-2930	54	14	learning	learning	NOUN
easat-2930	54	15	's	's	PART
easat-2930	54	16	unintended	unintended	ADJ
easat-2930	54	17	effects	effect	NOUN
easat-2930	54	18	on	on	ADP
easat-2930	54	19	user	user	NOUN
easat-2930	54	20	autonomy	autonomy	NOUN
easat-2930	54	21	and	and	CCONJ
easat-2930	54	22	hardware	hardware	NOUN
easat-2930	54	23	lifetime	lifetime	NOUN
easat-2930	54	24	(	(	PUNCT
easat-2930	54	25	bhuiyan	bhuiyan	X
easat-2930	54	26	et	et	PROPN
easat-2930	54	27	al	al	PROPN
easat-2930	54	28	.	.	PROPN
easat-2930	54	29	,	,	PUNCT
easat-2930	54	30	2024	2024	NUM
easat-2930	54	31	)	)	PUNCT
easat-2930	54	32	.	.	PUNCT
easat-2930	55	1	the	the	DET
easat-2930	55	2	different	different	ADJ
easat-2930	55	3	actors	actor	NOUN
easat-2930	55	4	in	in	ADP
easat-2930	55	5	ml	ml	ADP
easat-2930	55	6	ops	op	NOUN
easat-2930	55	7	also	also	ADV
easat-2930	55	8	frequently	frequently	ADV
easat-2930	55	9	communicated	communicate	VERB
easat-2930	55	10	with	with	ADP
easat-2930	55	11	one	one	NUM
easat-2930	55	12	another	another	DET
easat-2930	55	13	too	too	ADV
easat-2930	55	14	late	late	ADV
easat-2930	55	15	in	in	ADP
easat-2930	55	16	the	the	DET
easat-2930	55	17	solution	solution	NOUN
easat-2930	55	18	design	design	NOUN
easat-2930	55	19	process	process	NOUN
easat-2930	55	20	and	and	CCONJ
easat-2930	55	21	lacked	lack	VERB
easat-2930	55	22	synchronization	synchronization	NOUN
easat-2930	55	23	.	.	PUNCT
easat-2930	56	1	the	the	DET
easat-2930	56	2	communication	communication	NOUN
easat-2930	56	3	gap	gap	NOUN
easat-2930	56	4	between	between	ADP
easat-2930	56	5	domain	domain	NOUN
easat-2930	56	6	experts	expert	NOUN
easat-2930	56	7	and	and	CCONJ
easat-2930	56	8	ai	ai	VERB
easat-2930	56	9	experts	expert	NOUN
easat-2930	56	10	was	be	AUX
easat-2930	56	11	a	a	DET
easat-2930	56	12	frequent	frequent	ADJ
easat-2930	56	13	problem	problem	NOUN
easat-2930	56	14	(	(	PUNCT
easat-2930	56	15	meng	meng	PROPN
easat-2930	56	16	,	,	PUNCT
easat-2930	56	17	2024	2024	NUM
easat-2930	56	18	)	)	PUNCT
easat-2930	56	19	.	.	PUNCT
easat-2930	57	1	again	again	ADV
easat-2930	57	2	,	,	PUNCT
easat-2930	57	3	meng	meng	PROPN
easat-2930	57	4	(	(	PUNCT
easat-2930	57	5	2024	2024	NUM
easat-2930	57	6	)	)	PUNCT
easat-2930	57	7	in	in	ADP
easat-2930	57	8	terms	term	NOUN
easat-2930	57	9	of	of	ADP
easat-2930	57	10	challenges	challenge	NOUN
easat-2930	57	11	,	,	PUNCT
easat-2930	57	12	researchers	researcher	NOUN
easat-2930	57	13	had	have	AUX
easat-2930	57	14	typically	typically	ADV
easat-2930	57	15	talked	talk	VERB
easat-2930	57	16	about	about	ADP
easat-2930	57	17	them	they	PRON
easat-2930	57	18	to	to	PART
easat-2930	57	19	inspire	inspire	VERB
easat-2930	57	20	more	more	ADJ
easat-2930	57	21	research	research	NOUN
easat-2930	57	22	as	as	SCONJ
easat-2930	57	23	opposed	oppose	VERB
easat-2930	57	24	to	to	ADP
easat-2930	57	25	providing	provide	VERB
easat-2930	57	26	concrete	concrete	ADJ
easat-2930	57	27	answers	answer	NOUN
easat-2930	57	28	.	.	PUNCT
easat-2930	58	1	while	while	SCONJ
easat-2930	58	2	some	some	DET
easat-2930	58	3	difficulties	difficulty	NOUN
easat-2930	58	4	were	be	AUX
easat-2930	58	5	unique	unique	ADJ
easat-2930	58	6	to	to	ADP
easat-2930	58	7	particular	particular	ADJ
easat-2930	58	8	sites	site	NOUN
easat-2930	58	9	or	or	CCONJ
easat-2930	58	10	datasets	dataset	NOUN
easat-2930	58	11	,	,	PUNCT
easat-2930	58	12	others	other	NOUN
easat-2930	58	13	showed	show	VERB
easat-2930	58	14	up	up	ADP
easat-2930	58	15	during	during	ADP
easat-2930	58	16	model	model	NOUN
easat-2930	58	17	implementation	implementation	NOUN
easat-2930	58	18	.	.	PUNCT
easat-2930	59	1	only	only	ADV
easat-2930	59	2	a	a	DET
easat-2930	59	3	few	few	ADJ
easat-2930	59	4	of	of	ADP
easat-2930	59	5	the	the	DET
easat-2930	59	6	typical	typical	ADJ
easat-2930	59	7	difficulties	difficulty	NOUN
easat-2930	59	8	were	be	AUX
easat-2930	59	9	discussed	discuss	VERB
easat-2930	59	10	(	(	PUNCT
easat-2930	59	11	kostaki	kostaki	PROPN
easat-2930	59	12	&	&	CCONJ
easat-2930	59	13	karayianni	karayianni	PROPN
easat-2930	59	14	,	,	PUNCT
easat-2930	59	15	2021	2021	NUM
easat-2930	59	16	)	)	PUNCT
easat-2930	59	17	.	.	PUNCT
easat-2930	60	1	zhou	zhou	PROPN
easat-2930	60	2	&	&	CCONJ
easat-2930	60	3	zou	zou	PROPN
easat-2930	60	4	(	(	PUNCT
easat-2930	60	5	2023	2023	NUM
easat-2930	60	6	)	)	PUNCT
easat-2930	60	7	even	even	ADV
easat-2930	60	8	in	in	ADP
easat-2930	60	9	the	the	DET
easat-2930	60	10	absence	absence	NOUN
easat-2930	60	11	of	of	ADP
easat-2930	60	12	complete	complete	ADJ
easat-2930	60	13	explain	explain	VERB
easat-2930	60	14	ability	ability	NOUN
easat-2930	60	15	,	,	PUNCT
easat-2930	60	16	transparency	transparency	NOUN
easat-2930	60	17	in	in	ADP
easat-2930	60	18	the	the	DET
easat-2930	60	19	model	model	NOUN
easat-2930	60	20	development	development	NOUN
easat-2930	60	21	and	and	CCONJ
easat-2930	60	22	validation	validation	NOUN
easat-2930	60	23	processes	process	NOUN
easat-2930	60	24	including	include	VERB
easat-2930	60	25	the	the	DET
easat-2930	60	26	clear	clear	ADJ
easat-2930	60	27	reporting	reporting	NOUN
easat-2930	60	28	of	of	ADP
easat-2930	60	29	model	model	NOUN
easat-2930	60	30	uncertainties	uncertainty	NOUN
easat-2930	60	31	were	be	AUX
easat-2930	60	32	essential	essential	ADJ
easat-2930	60	33	to	to	ADP
easat-2930	60	34	creating	create	VERB
easat-2930	60	35	trustworthiness	trustworthiness	NOUN
easat-2930	60	36	(	(	PUNCT
easat-2930	60	37	bhuiyan	bhuiyan	NOUN
easat-2930	60	38	,	,	PUNCT
easat-2930	60	39	2023	2023	NUM
easat-2930	60	40	)	)	PUNCT
easat-2930	60	41	.	.	PUNCT
easat-2930	61	1	furthermore	furthermore	ADV
easat-2930	61	2	,	,	PUNCT
easat-2930	61	3	substantial	substantial	ADJ
easat-2930	61	4	resources	resource	NOUN
easat-2930	61	5	were	be	AUX
easat-2930	61	6	frequently	frequently	ADV
easat-2930	61	7	needed	need	VERB
easat-2930	61	8	for	for	ADP
easat-2930	61	9	training	training	NOUN
easat-2930	61	10	,	,	PUNCT
easat-2930	61	11	internet	internet	NOUN
easat-2930	61	12	access	access	NOUN
easat-2930	61	13	,	,	PUNCT
easat-2930	61	14	software	software	NOUN
easat-2930	61	15	,	,	PUNCT
easat-2930	61	16	and	and	CCONJ
easat-2930	61	17	other	other	ADJ
easat-2930	61	18	computational	computational	ADJ
easat-2930	61	19	and	and	CCONJ
easat-2930	61	20	technical	technical	ADJ
easat-2930	61	21	necessities	necessity	NOUN
easat-2930	61	22	,	,	PUNCT
easat-2930	61	23	as	as	ADV
easat-2930	61	24	well	well	ADV
easat-2930	61	25	as	as	ADP
easat-2930	61	26	for	for	ADP
easat-2930	61	27	collecting	collect	VERB
easat-2930	61	28	and	and	CCONJ
easat-2930	61	29	using	use	VERB
easat-2930	61	30	big	big	ADJ
easat-2930	61	31	data	datum	NOUN
easat-2930	61	32	and	and	CCONJ
easat-2930	61	33	machine	machine	NOUN
easat-2930	61	34	learning	learning	NOUN
easat-2930	61	35	.	.	PUNCT
easat-2930	62	1	nevertheless	nevertheless	ADV
easat-2930	62	2	,	,	PUNCT
easat-2930	62	3	this	this	PRON
easat-2930	62	4	was	be	AUX
easat-2930	62	5	primarily	primarily	ADV
easat-2930	62	6	accurate	accurate	ADJ
easat-2930	62	7	in	in	ADP
easat-2930	62	8	a	a	DET
easat-2930	62	9	limited	limited	ADJ
easat-2930	62	10	number	number	NOUN
easat-2930	62	11	of	of	ADP
easat-2930	62	12	worldwide	worldwide	ADJ
easat-2930	62	13	locations	location	NOUN
easat-2930	62	14	.	.	PUNCT
easat-2930	63	1	to	to	PART
easat-2930	63	2	support	support	VERB
easat-2930	63	3	comparable	comparable	ADJ
easat-2930	63	4	research	research	NOUN
easat-2930	63	5	efforts	effort	NOUN
easat-2930	63	6	,	,	PUNCT
easat-2930	63	7	other	other	ADJ
easat-2930	63	8	regions	region	NOUN
easat-2930	63	9	needed	need	VERB
easat-2930	63	10	better	well	ADJ
easat-2930	63	11	infrastructure	infrastructure	NOUN
easat-2930	63	12	and	and	CCONJ
easat-2930	63	13	better	well	ADJ
easat-2930	63	14	access	access	NOUN
easat-2930	63	15	to	to	ADP
easat-2930	63	16	resources	resource	NOUN
easat-2930	63	17	,	,	PUNCT
easat-2930	63	18	as	as	SCONJ
easat-2930	63	19	indicated	indicate	VERB
easat-2930	63	20	by	by	ADP
easat-2930	63	21	the	the	DET
easat-2930	63	22	fact	fact	NOUN
easat-2930	63	23	that	that	SCONJ
easat-2930	63	24	most	most	ADJ
easat-2930	63	25	of	of	ADP
easat-2930	63	26	the	the	DET
easat-2930	63	27	studies	study	NOUN
easat-2930	63	28	in	in	ADP
easat-2930	63	29	this	this	DET
easat-2930	63	30	review	review	NOUN
easat-2930	63	31	were	be	AUX
easat-2930	63	32	from	from	ADP
easat-2930	63	33	western	western	PROPN
easat-2930	63	34	europe	europe	PROPN
easat-2930	63	35	and	and	CCONJ
easat-2930	63	36	china	china	PROPN
easat-2930	63	37	(	(	PUNCT
easat-2930	63	38	chi	chi	NOUN
easat-2930	63	39	et	et	PROPN
easat-2930	63	40	al	al	PROPN
easat-2930	63	41	.	.	PROPN
easat-2930	63	42	,	,	PUNCT
easat-2930	63	43	2023	2023	NUM
easat-2930	63	44	)	)	PUNCT
easat-2930	63	45	.	.	PUNCT
easat-2930	64	1	based	base	VERB
easat-2930	64	2	on	on	ADP
easat-2930	64	3	the	the	DET
easat-2930	64	4	research	research	NOUN
easat-2930	64	5	gaps	gap	NOUN
easat-2930	64	6	,	,	PUNCT
easat-2930	64	7	the	the	DET
easat-2930	64	8	following	follow	VERB
easat-2930	64	9	research	research	NOUN
easat-2930	64	10	objectives	objective	NOUN
easat-2930	64	11	are	be	AUX
easat-2930	64	12	given	give	VERB
easat-2930	64	13	below	below	ADV
easat-2930	64	14	:	:	PUNCT
easat-2930	64	15	ro1	ro1	NOUN
easat-2930	64	16	:	:	PUNCT
easat-2930	64	17	to	to	PART
easat-2930	64	18	define	define	VERB
easat-2930	64	19	our	our	PRON
easat-2930	64	20	study	study	NOUN
easat-2930	64	21	's	's	PART
easat-2930	64	22	scope	scope	NOUN
easat-2930	64	23	by	by	ADP
easat-2930	64	24	researching	research	VERB
easat-2930	64	25	a	a	DET
easat-2930	64	26	machine	machine	NOUN
easat-2930	64	27	learning	learning	NOUN
easat-2930	64	28	-	-	PUNCT
easat-2930	64	29	based	base	VERB
easat-2930	64	30	,	,	PUNCT
easat-2930	64	31	dynamically	dynamically	ADV
easat-2930	64	32	enhanced	enhance	VERB
easat-2930	64	33	,	,	PUNCT
easat-2930	64	34	automated	automate	VERB
easat-2930	64	35	,	,	PUNCT
easat-2930	64	36	and	and	CCONJ
easat-2930	64	37	advanced	advanced	ADJ
easat-2930	64	38	security	security	NOUN
easat-2930	64	39	system	system	NOUN
easat-2930	64	40	.	.	PUNCT
easat-2930	65	1	ro2	ro2	NOUN
easat-2930	65	2	:	:	PUNCT
easat-2930	65	3	to	to	PART
easat-2930	65	4	offer	offer	VERB
easat-2930	65	5	a	a	DET
easat-2930	65	6	thorough	thorough	ADJ
easat-2930	65	7	understanding	understanding	NOUN
easat-2930	65	8	of	of	ADP
easat-2930	65	9	machine	machine	NOUN
easat-2930	65	10	learning	learn	VERB
easat-2930	65	11	algorithms	algorithm	NOUN
easat-2930	65	12	that	that	PRON
easat-2930	65	13	are	be	AUX
easat-2930	65	14	helpful	helpful	ADJ
easat-2930	65	15	for	for	ADP
easat-2930	65	16	intelligent	intelligent	ADJ
easat-2930	65	17	4293	4293	NUM
easat-2930	65	18	edelweiss	edelweiss	PROPN
easat-2930	65	19	applied	apply	VERB
easat-2930	65	20	science	science	NOUN
easat-2930	65	21	and	and	CCONJ
easat-2930	65	22	technology	technology	NOUN
easat-2930	65	23	issn	issn	PROPN
easat-2930	65	24	:	:	PUNCT
easat-2930	65	25	2576	2576	NUM
easat-2930	65	26	-	-	SYM
easat-2930	65	27	8484	8484	NUM
easat-2930	65	28	vol	vol	NOUN
easat-2930	65	29	.	.	PROPN
easat-2930	65	30	8	8	NUM
easat-2930	65	31	,	,	PUNCT
easat-2930	65	32	no	no	INTJ
easat-2930	65	33	.	.	NOUN
easat-2930	65	34	6	6	NUM
easat-2930	65	35	:	:	SYM
easat-2930	65	36	4291	4291	NUM
easat-2930	65	37	-	-	SYM
easat-2930	65	38	4307	4307	NUM
easat-2930	65	39	,	,	PUNCT
easat-2930	65	40	2024	2024	NUM
easat-2930	65	41	doi	doi	NOUN
easat-2930	65	42	:	:	PUNCT
easat-2930	65	43	10.55214/25768484.v8i6.2930	10.55214/25768484.v8i6.2930	NUM
easat-2930	65	44	©	©	ADP
easat-2930	65	45	2024	2024	NUM
easat-2930	65	46	by	by	ADP
easat-2930	65	47	the	the	DET
easat-2930	65	48	authors	author	NOUN
easat-2930	65	49	;	;	PUNCT
easat-2930	65	50	licensee	licensee	PROPN
easat-2930	65	51	learning	learning	PROPN
easat-2930	65	52	gate	gate	PROPN
easat-2930	65	53	data	data	PROPN
easat-2930	65	54	automation	automation	NOUN
easat-2930	65	55	and	and	CCONJ
easat-2930	65	56	analysis	analysis	NOUN
easat-2930	65	57	in	in	ADP
easat-2930	65	58	cybersecurity	cybersecurity	NOUN
easat-2930	65	59	.	.	PUNCT
easat-2930	66	1	ro3	ro3	PROPN
easat-2930	66	2	:	:	PUNCT
easat-2930	66	3	to	to	PART
easat-2930	66	4	examine	examine	VERB
easat-2930	66	5	the	the	DET
easat-2930	66	6	barriers	barrier	NOUN
easat-2930	66	7	that	that	PRON
easat-2930	66	8	must	must	AUX
easat-2930	66	9	be	be	AUX
easat-2930	66	10	overcome	overcome	VERB
easat-2930	66	11	to	to	PART
easat-2930	66	12	fully	fully	ADV
easat-2930	66	13	apply	apply	VERB
easat-2930	66	14	machine	machine	NOUN
easat-2930	66	15	learning	learn	VERB
easat-2930	66	16	techniques	technique	NOUN
easat-2930	66	17	for	for	ADP
easat-2930	66	18	increasing	increase	VERB
easat-2930	66	19	security	security	NOUN
easat-2930	66	20	and	and	CCONJ
easat-2930	66	21	efficiency	efficiency	NOUN
easat-2930	66	22	.	.	PUNCT
easat-2930	67	1	2	2	X
easat-2930	67	2	.	.	X
easat-2930	67	3	literature	literature	NOUN
easat-2930	67	4	review	review	PROPN
easat-2930	67	5	faraji	faraji	PROPN
easat-2930	67	6	et	et	PROPN
easat-2930	67	7	al	al	PROPN
easat-2930	67	8	.	.	PROPN
easat-2930	68	1	(	(	PUNCT
easat-2930	68	2	2024	2024	NUM
easat-2930	68	3	)	)	PUNCT
easat-2930	68	4	conducted	conduct	VERB
easat-2930	68	5	this	this	DET
easat-2930	68	6	literature	literature	NOUN
easat-2930	68	7	review	review	NOUN
easat-2930	68	8	,	,	PUNCT
easat-2930	68	9	which	which	PRON
easat-2930	68	10	studied	study	VERB
easat-2930	68	11	the	the	DET
easat-2930	68	12	existing	exist	VERB
easat-2930	68	13	research	research	NOUN
easat-2930	68	14	,	,	PUNCT
easat-2930	68	15	theories	theory	NOUN
easat-2930	68	16	,	,	PUNCT
easat-2930	68	17	and	and	CCONJ
easat-2930	68	18	thesis	thesis	NOUN
easat-2930	68	19	papers	paper	NOUN
easat-2930	68	20	on	on	ADP
easat-2930	68	21	machine	machine	NOUN
easat-2930	68	22	learning	learning	NOUN
easat-2930	68	23	(	(	PUNCT
easat-2930	68	24	ml	ml	NOUN
easat-2930	68	25	)	)	PUNCT
easat-2930	68	26	in	in	ADP
easat-2930	68	27	information	information	NOUN
easat-2930	68	28	security	security	NOUN
easat-2930	68	29	.	.	PUNCT
easat-2930	69	1	this	this	DET
easat-2930	69	2	paper	paper	NOUN
easat-2930	69	3	represented	represent	VERB
easat-2930	69	4	how	how	SCONJ
easat-2930	69	5	ml	ml	VERB
easat-2930	69	6	was	be	AUX
easat-2930	69	7	used	use	VERB
easat-2930	69	8	for	for	ADP
easat-2930	69	9	security	security	NOUN
easat-2930	69	10	,	,	PUNCT
easat-2930	69	11	the	the	DET
easat-2930	69	12	applications	application	NOUN
easat-2930	69	13	of	of	ADP
easat-2930	69	14	algorithms	algorithm	NOUN
easat-2930	69	15	in	in	ADP
easat-2930	69	16	machines	machine	NOUN
easat-2930	69	17	,	,	PUNCT
easat-2930	69	18	and	and	CCONJ
easat-2930	69	19	discussed	discuss	VERB
easat-2930	69	20	the	the	DET
easat-2930	69	21	advantages	advantage	NOUN
easat-2930	69	22	and	and	CCONJ
easat-2930	69	23	ideas	idea	NOUN
easat-2930	69	24	related	relate	VERB
easat-2930	69	25	to	to	ADP
easat-2930	69	26	these	these	DET
easat-2930	69	27	applications	application	NOUN
easat-2930	69	28	.	.	PUNCT
easat-2930	70	1	2.1	2.1	NUM
easat-2930	70	2	.	.	PUNCT
easat-2930	70	3	machine	machine	NOUN
easat-2930	70	4	learning	learn	VERB
easat-2930	70	5	figure	figure	NOUN
easat-2930	70	6	1	1	NUM
easat-2930	70	7	.	.	PUNCT
easat-2930	71	1	ml	ml	NOUN
easat-2930	71	2	in	in	ADP
easat-2930	71	3	cybersecurity	cybersecurity	NOUN
easat-2930	71	4	.	.	PUNCT
easat-2930	72	1	according	accord	VERB
easat-2930	72	2	to	to	ADP
easat-2930	72	3	bhuiyan	bhuiyan	PROPN
easat-2930	72	4	et	et	PROPN
easat-2930	72	5	al	al	PROPN
easat-2930	72	6	.	.	PROPN
easat-2930	73	1	(	(	PUNCT
easat-2930	73	2	2024	2024	NUM
easat-2930	73	3	)	)	PUNCT
easat-2930	73	4	,	,	PUNCT
easat-2930	73	5	the	the	DET
easat-2930	73	6	scheme	scheme	NOUN
easat-2930	73	7	of	of	ADP
easat-2930	73	8	ml	ml	PART
easat-2930	73	9	formed	form	VERB
easat-2930	73	10	a	a	DET
easat-2930	73	11	conclusive	conclusive	ADJ
easat-2930	73	12	model	model	NOUN
easat-2930	73	13	which	which	PRON
easat-2930	73	14	indicated	indicate	VERB
easat-2930	73	15	the	the	DET
easat-2930	73	16	data	datum	NOUN
easat-2930	73	17	.	.	PUNCT
easat-2930	74	1	the	the	DET
easat-2930	74	2	algorithms	algorithm	NOUN
easat-2930	74	3	of	of	ADP
easat-2930	74	4	ml	ml	NOUN
easat-2930	74	5	inquired	inquire	VERB
easat-2930	74	6	in	in	ADP
easat-2930	74	7	many	many	ADJ
easat-2930	74	8	enclosures	enclosure	NOUN
easat-2930	74	9	,	,	PUNCT
easat-2930	74	10	functioning	function	VERB
easat-2930	74	11	as	as	ADP
easat-2930	74	12	fraud	fraud	NOUN
easat-2930	74	13	detection	detection	NOUN
easat-2930	74	14	,	,	PUNCT
easat-2930	74	15	credit	credit	NOUN
easat-2930	74	16	assessment	assessment	NOUN
easat-2930	74	17	,	,	PUNCT
easat-2930	74	18	speech	speech	NOUN
easat-2930	74	19	and	and	CCONJ
easat-2930	74	20	image	image	NOUN
easat-2930	74	21	recognition	recognition	NOUN
easat-2930	74	22	,	,	PUNCT
easat-2930	74	23	and	and	CCONJ
easat-2930	74	24	neural	neural	ADJ
easat-2930	74	25	networks	network	NOUN
easat-2930	74	26	.	.	PUNCT
easat-2930	75	1	it	it	PRON
easat-2930	75	2	generated	generate	VERB
easat-2930	75	3	a	a	DET
easat-2930	75	4	significant	significant	ADJ
easat-2930	75	5	advancement	advancement	NOUN
easat-2930	75	6	,	,	PUNCT
easat-2930	75	7	extension	extension	NOUN
easat-2930	75	8	buried	bury	VERB
easat-2930	75	9	of	of	ADP
easat-2930	75	10	healthcare	healthcare	NOUN
easat-2930	75	11	,	,	PUNCT
easat-2930	75	12	finance	finance	NOUN
easat-2930	75	13	,	,	PUNCT
easat-2930	75	14	transportation	transportation	NOUN
easat-2930	75	15	and	and	CCONJ
easat-2930	75	16	more	more	ADV
easat-2930	75	17	unlocked	unlocked	ADJ
easat-2930	75	18	up	up	ADP
easat-2930	75	19	to	to	ADP
easat-2930	75	20	date	date	NOUN
easat-2930	75	21	for	for	ADP
easat-2930	75	22	research	research	NOUN
easat-2930	75	23	and	and	CCONJ
easat-2930	75	24	innovation	innovation	NOUN
easat-2930	75	25	alongside	alongside	ADP
easat-2930	75	26	ml	ml	PROPN
easat-2930	75	27	.	.	PUNCT
easat-2930	75	28	machine	machine	NOUN
easat-2930	75	29	learning	learning	NOUN
easat-2930	75	30	(	(	PUNCT
easat-2930	75	31	ml	ml	NOUN
easat-2930	75	32	)	)	PUNCT
easat-2930	75	33	has	have	VERB
easat-2930	75	34	numerous	numerous	ADJ
easat-2930	75	35	robust	robust	ADJ
easat-2930	75	36	and	and	CCONJ
easat-2930	75	37	statistical	statistical	ADJ
easat-2930	75	38	tactics	tactic	NOUN
easat-2930	75	39	for	for	ADP
easat-2930	75	40	predictive	predictive	ADJ
easat-2930	75	41	motives	motive	NOUN
easat-2930	75	42	,	,	PUNCT
easat-2930	75	43	algorithms	algorithm	NOUN
easat-2930	75	44	in	in	ADP
easat-2930	75	45	general	general	ADJ
easat-2930	75	46	were	be	AUX
easat-2930	75	47	supervised	supervise	VERB
easat-2930	75	48	and	and	CCONJ
easat-2930	75	49	unsupervised	unsupervised	ADJ
easat-2930	75	50	learning	learning	NOUN
easat-2930	75	51	(	(	PUNCT
easat-2930	75	52	wang	wang	PROPN
easat-2930	75	53	et	et	PROPN
easat-2930	75	54	al	al	PROPN
easat-2930	75	55	.	.	PROPN
easat-2930	75	56	,	,	PUNCT
easat-2930	75	57	2023	2023	NUM
easat-2930	75	58	)	)	PUNCT
easat-2930	75	59	.	.	PUNCT
easat-2930	76	1	cracking	crack	VERB
easat-2930	76	2	unremarkable	unremarkable	ADJ
easat-2930	76	3	current	current	ADJ
easat-2930	76	4	troubles	trouble	NOUN
easat-2930	76	5	,	,	PUNCT
easat-2930	76	6	network	network	NOUN
easat-2930	76	7	security	security	NOUN
easat-2930	76	8	was	be	AUX
easat-2930	76	9	an	an	DET
easat-2930	76	10	altering	altering	NOUN
easat-2930	76	11	sphere	sphere	NOUN
easat-2930	76	12	.	.	PUNCT
easat-2930	77	1	cyberattacks	cyberattack	NOUN
easat-2930	77	2	alluded	allude	VERB
easat-2930	77	3	to	to	ADP
easat-2930	77	4	abusive	abusive	ADJ
easat-2930	77	5	ventures	venture	NOUN
easat-2930	77	6	that	that	PRON
easat-2930	77	7	quarried	quarried	ADJ
easat-2930	77	8	electronic	electronic	ADJ
easat-2930	77	9	information	information	NOUN
easat-2930	77	10	systems	system	NOUN
easat-2930	77	11	,	,	PUNCT
easat-2930	77	12	networks	network	NOUN
easat-2930	77	13	and	and	CCONJ
easat-2930	77	14	skeletons	skeleton	NOUN
easat-2930	77	15	.	.	PUNCT
easat-2930	78	1	their	their	PRON
easat-2930	78	2	intension	intension	NOUN
easat-2930	78	3	was	be	AUX
easat-2930	78	4	to	to	PART
easat-2930	78	5	thieve	thieve	VERB
easat-2930	78	6	,	,	PUNCT
easat-2930	78	7	revise	revise	VERB
easat-2930	78	8	,	,	PUNCT
easat-2930	78	9	destroy	destroy	VERB
easat-2930	78	10	information	information	NOUN
easat-2930	78	11	.	.	PUNCT
easat-2930	79	1	ml	ml	PROPN
easat-2930	79	2	engineers	engineer	NOUN
easat-2930	79	3	operated	operate	VERB
easat-2930	79	4	exploratory	exploratory	ADJ
easat-2930	79	5	data	datum	NOUN
easat-2930	79	6	analysis	analysis	NOUN
easat-2930	79	7	in	in	ADP
easat-2930	79	8	order	order	NOUN
easat-2930	79	9	to	to	PART
easat-2930	79	10	extract	extract	VERB
easat-2930	79	11	meaningful	meaningful	ADJ
easat-2930	79	12	insights	insight	NOUN
easat-2930	79	13	from	from	ADP
easat-2930	79	14	their	their	PRON
easat-2930	79	15	data	datum	NOUN
easat-2930	79	16	(	(	PUNCT
easat-2930	79	17	niknami	niknami	NOUN
easat-2930	79	18	&	&	CCONJ
easat-2930	79	19	wu	wu	PROPN
easat-2930	79	20	,	,	PUNCT
easat-2930	79	21	2024	2024	NUM
easat-2930	79	22	)	)	PUNCT
easat-2930	79	23	.	.	PUNCT
easat-2930	80	1	they	they	PRON
easat-2930	80	2	could	could	AUX
easat-2930	80	3	use	use	VERB
easat-2930	80	4	it	it	PRON
easat-2930	80	5	to	to	PART
easat-2930	80	6	develop	develop	VERB
easat-2930	80	7	models	model	NOUN
easat-2930	80	8	that	that	PRON
easat-2930	80	9	appropriately	appropriately	ADV
easat-2930	80	10	reflected	reflect	VERB
easat-2930	80	11	their	their	PRON
easat-2930	80	12	data	datum	NOUN
easat-2930	80	13	and	and	CCONJ
easat-2930	80	14	made	make	VERB
easat-2930	80	15	well	well	ADV
easat-2930	80	16	informed	informed	ADJ
easat-2930	80	17	judgments	judgment	NOUN
easat-2930	80	18	(	(	PUNCT
easat-2930	80	19	pasrija	pasrija	VERB
easat-2930	80	20	et	et	PROPN
easat-2930	80	21	al	al	PROPN
easat-2930	80	22	.	.	PROPN
easat-2930	80	23	,	,	PUNCT
easat-2930	80	24	2024	2024	NUM
easat-2930	80	25	)	)	PUNCT
easat-2930	80	26	.	.	PUNCT
easat-2930	81	1	about	about	ADP
easat-2930	81	2	it	it	PRON
easat-2930	81	3	.	.	PUNCT
easat-2930	82	1	ml	ml	X
easat-2930	82	2	techniques	technique	NOUN
easat-2930	82	3	played	play	VERB
easat-2930	82	4	a	a	DET
easat-2930	82	5	vital	vital	ADJ
easat-2930	82	6	role	role	NOUN
easat-2930	82	7	in	in	ADP
easat-2930	82	8	intrusion	intrusion	NOUN
easat-2930	82	9	detection	detection	NOUN
easat-2930	82	10	systems	system	NOUN
easat-2930	82	11	,	,	PUNCT
easat-2930	82	12	malware	malware	NOUN
easat-2930	82	13	detection	detection	NOUN
easat-2930	82	14	,	,	PUNCT
easat-2930	82	15	phishing	phishe	VERB
easat-2930	82	16	detection	detection	NOUN
easat-2930	82	17	,	,	PUNCT
easat-2930	82	18	decision	decision	NOUN
easat-2930	82	19	trees	tree	NOUN
easat-2930	82	20	,	,	PUNCT
easat-2930	82	21	bayesian	bayesian	NOUN
easat-2930	82	22	approaches	approach	NOUN
easat-2930	82	23	,	,	PUNCT
easat-2930	82	24	artificial	artificial	ADJ
easat-2930	82	25	neural	neural	ADJ
easat-2930	82	26	networks	network	NOUN
easat-2930	82	27	were	be	AUX
easat-2930	82	28	the	the	DET
easat-2930	82	29	grouping	grouping	NOUN
easat-2930	82	30	of	of	ADP
easat-2930	82	31	ml	ml	ADP
easat-2930	82	32	algorithms	algorithm	NOUN
easat-2930	82	33	.	.	PUNCT
easat-2930	83	1	the	the	DET
easat-2930	83	2	information	information	NOUN
easat-2930	83	3	security	security	NOUN
easat-2930	83	4	in	in	ADP
easat-2930	83	5	ml	ml	PROPN
easat-2930	83	6	was	be	AUX
easat-2930	83	7	mostly	mostly	ADV
easat-2930	83	8	disposable	disposable	ADJ
easat-2930	83	9	for	for	ADP
easat-2930	83	10	the	the	DET
easat-2930	83	11	industrial	industrial	ADJ
easat-2930	83	12	sector	sector	NOUN
easat-2930	83	13	,	,	PUNCT
easat-2930	83	14	networking	network	VERB
easat-2930	83	15	systems	system	NOUN
easat-2930	83	16	,	,	PUNCT
easat-2930	83	17	and	and	CCONJ
easat-2930	83	18	electronic	electronic	ADJ
easat-2930	83	19	transactions	transaction	NOUN
easat-2930	83	20	(	(	PUNCT
easat-2930	83	21	niknami	niknami	NOUN
easat-2930	83	22	&	&	CCONJ
easat-2930	83	23	wu	wu	PROPN
easat-2930	83	24	,	,	PUNCT
easat-2930	83	25	2024	2024	NUM
easat-2930	83	26	)	)	PUNCT
easat-2930	83	27	.	.	PUNCT
easat-2930	84	1	ml	ml	PROPN
easat-2930	84	2	became	become	VERB
easat-2930	84	3	more	more	ADV
easat-2930	84	4	accessible	accessible	ADJ
easat-2930	84	5	,	,	PUNCT
easat-2930	84	6	leading	lead	VERB
easat-2930	84	7	to	to	ADP
easat-2930	84	8	its	its	PRON
easat-2930	84	9	use	use	NOUN
easat-2930	84	10	in	in	ADP
easat-2930	84	11	various	various	ADJ
easat-2930	84	12	new	new	ADJ
easat-2930	84	13	applications	application	NOUN
easat-2930	84	14	.	.	PUNCT
easat-2930	85	1	machine	machine	NOUN
easat-2930	85	2	learning	learning	NOUN
easat-2930	85	3	(	(	PUNCT
easat-2930	85	4	ml	ml	NOUN
easat-2930	85	5	)	)	PUNCT
easat-2930	85	6	presents	present	VERB
easat-2930	85	7	both	both	DET
easat-2930	85	8	opportunities	opportunity	NOUN
easat-2930	85	9	and	and	CCONJ
easat-2930	85	10	challenges	challenge	NOUN
easat-2930	85	11	in	in	ADP
easat-2930	85	12	the	the	DET
easat-2930	85	13	realms	realm	NOUN
easat-2930	85	14	of	of	ADP
easat-2930	85	15	cybersecurity	cybersecurity	NOUN
easat-2930	85	16	,	,	PUNCT
easat-2930	85	17	privacy	privacy	NOUN
easat-2930	85	18	and	and	CCONJ
easat-2930	85	19	public	public	ADJ
easat-2930	85	20	safety	safety	NOUN
easat-2930	85	21	.	.	PUNCT
easat-2930	86	1	while	while	SCONJ
easat-2930	86	2	it	it	PRON
easat-2930	86	3	can	can	AUX
easat-2930	86	4	improve	improve	VERB
easat-2930	86	5	privacy	privacy	NOUN
easat-2930	86	6	and	and	CCONJ
easat-2930	86	7	security	security	NOUN
easat-2930	86	8	measures	measure	NOUN
easat-2930	86	9	,	,	PUNCT
easat-2930	86	10	it	it	PRON
easat-2930	86	11	also	also	ADV
easat-2930	86	12	brings	bring	VERB
easat-2930	86	13	risks	risk	NOUN
easat-2930	86	14	such	such	ADJ
easat-2930	86	15	as	as	ADP
easat-2930	86	16	opaque	opaque	ADJ
easat-2930	86	17	decision	decision	NOUN
easat-2930	86	18	making	making	NOUN
easat-2930	86	19	,	,	PUNCT
easat-2930	86	20	biased	biased	ADJ
easat-2930	86	21	algorithms	algorithm	NOUN
easat-2930	86	22	and	and	CCONJ
easat-2930	86	23	safety	safety	NOUN
easat-2930	86	24	vulnerabilities	vulnerability	NOUN
easat-2930	86	25	,	,	PUNCT
easat-2930	86	26	which	which	PRON
easat-2930	86	27	complicate	complicate	VERB
easat-2930	86	28	traditional	traditional	ADJ
easat-2930	86	29	privacy	privacy	NOUN
easat-2930	86	30	protection	protection	NOUN
easat-2930	86	31	4294	4294	NUM
easat-2930	86	32	edelweiss	edelweiss	PROPN
easat-2930	86	33	applied	apply	VERB
easat-2930	86	34	science	science	NOUN
easat-2930	86	35	and	and	CCONJ
easat-2930	86	36	technology	technology	NOUN
easat-2930	86	37	issn	issn	PROPN
easat-2930	86	38	:	:	PUNCT
easat-2930	86	39	2576	2576	NUM
easat-2930	86	40	-	-	SYM
easat-2930	86	41	8484	8484	NUM
easat-2930	86	42	vol	vol	NOUN
easat-2930	86	43	.	.	PROPN
easat-2930	86	44	8	8	NUM
easat-2930	86	45	,	,	PUNCT
easat-2930	86	46	no	no	INTJ
easat-2930	86	47	.	.	NOUN
easat-2930	87	1	6	6	NUM
easat-2930	87	2	:	:	SYM
easat-2930	87	3	4291	4291	NUM
easat-2930	87	4	-	-	SYM
easat-2930	87	5	4307	4307	NUM
easat-2930	87	6	,	,	PUNCT
easat-2930	87	7	2024	2024	NUM
easat-2930	87	8	doi	doi	NOUN
easat-2930	87	9	:	:	PUNCT
easat-2930	87	10	10.55214/25768484.v8i6.2930	10.55214/25768484.v8i6.2930	NUM
easat-2930	87	11	©	©	ADP
easat-2930	87	12	2024	2024	NUM
easat-2930	87	13	by	by	ADP
easat-2930	87	14	the	the	DET
easat-2930	87	15	authors	author	NOUN
easat-2930	87	16	;	;	PUNCT
easat-2930	87	17	licensee	licensee	PROPN
easat-2930	87	18	learning	learn	VERB
easat-2930	87	19	gate	gate	NOUN
easat-2930	87	20	methods	method	NOUN
easat-2930	87	21	.	.	PUNCT
easat-2930	88	1	(	(	PUNCT
easat-2930	88	2	bertino	bertino	PROPN
easat-2930	88	3	et	et	PROPN
easat-2930	88	4	al	al	PROPN
easat-2930	88	5	.	.	PROPN
easat-2930	88	6	,	,	PUNCT
easat-2930	88	7	2023	2023	NUM
easat-2930	88	8	)	)	PUNCT
easat-2930	88	9	.	.	PUNCT
easat-2930	89	1	2.2	2.2	NUM
easat-2930	89	2	.	.	PUNCT
easat-2930	90	1	ml	ml	X
easat-2930	90	2	in	in	ADP
easat-2930	90	3	information	information	NOUN
easat-2930	90	4	security	security	NOUN
easat-2930	90	5	according	accord	VERB
easat-2930	90	6	to	to	ADP
easat-2930	90	7	milon	milon	PROPN
easat-2930	90	8	et	et	PROPN
easat-2930	90	9	al	al	PROPN
easat-2930	90	10	.	.	PROPN
easat-2930	91	1	(	(	PUNCT
easat-2930	91	2	2024	2024	NUM
easat-2930	91	3	)	)	PUNCT
easat-2930	91	4	,	,	PUNCT
easat-2930	91	5	ml	ml	X
easat-2930	91	6	in	in	ADP
easat-2930	91	7	information	information	NOUN
easat-2930	91	8	security	security	NOUN
easat-2930	91	9	employed	employ	VERB
easat-2930	91	10	algorithms	algorithm	NOUN
easat-2930	91	11	and	and	CCONJ
easat-2930	91	12	models	model	NOUN
easat-2930	91	13	that	that	PRON
easat-2930	91	14	acquire	acquire	VERB
easat-2930	91	15	knowledge	knowledge	NOUN
easat-2930	91	16	from	from	ADP
easat-2930	91	17	data	datum	NOUN
easat-2930	91	18	from	from	ADP
easat-2930	91	19	to	to	ADP
easat-2930	91	20	detect	detect	VERB
easat-2930	91	21	,	,	PUNCT
easat-2930	91	22	examine	examine	NOUN
easat-2930	91	23	,	,	PUNCT
easat-2930	91	24	and	and	CCONJ
easat-2930	91	25	counteract	counteract	VERB
easat-2930	91	26	cyber	cyber	NOUN
easat-2930	91	27	threats	threat	NOUN
easat-2930	91	28	.	.	PUNCT
easat-2930	92	1	information	information	NOUN
easat-2930	92	2	security	security	NOUN
easat-2930	92	3	was	be	AUX
easat-2930	92	4	essential	essential	ADJ
easat-2930	92	5	as	as	SCONJ
easat-2930	92	6	it	it	PRON
easat-2930	92	7	safeguarded	safeguard	VERB
easat-2930	92	8	sensitive	sensitive	ADJ
easat-2930	92	9	data	datum	NOUN
easat-2930	92	10	,	,	PUNCT
easat-2930	92	11	systems	system	NOUN
easat-2930	92	12	and	and	CCONJ
easat-2930	92	13	networks	network	NOUN
easat-2930	92	14	from	from	ADP
easat-2930	92	15	unauthorized	unauthorized	ADJ
easat-2930	92	16	access	access	NOUN
easat-2930	92	17	,	,	PUNCT
easat-2930	92	18	breaches	breach	NOUN
easat-2930	92	19	and	and	CCONJ
easat-2930	92	20	various	various	ADJ
easat-2930	92	21	threats	threat	NOUN
easat-2930	92	22	.	.	PUNCT
easat-2930	93	1	automation	automation	NOUN
easat-2930	93	2	has	have	AUX
easat-2930	93	3	become	become	VERB
easat-2930	93	4	more	more	ADV
easat-2930	93	5	crucial	crucial	ADJ
easat-2930	93	6	for	for	ADP
easat-2930	93	7	security	security	NOUN
easat-2930	93	8	teams	team	NOUN
easat-2930	93	9	as	as	SCONJ
easat-2930	93	10	cyber	cyber	NOUN
easat-2930	93	11	threats	threat	NOUN
easat-2930	93	12	grow	grow	VERB
easat-2930	93	13	in	in	ADP
easat-2930	93	14	complexity	complexity	NOUN
easat-2930	93	15	prevalence	prevalence	NOUN
easat-2930	93	16	.	.	PUNCT
easat-2930	94	1	common	common	ADJ
easat-2930	94	2	hazards	hazard	NOUN
easat-2930	94	3	included	include	VERB
easat-2930	94	4	malware	malware	NOUN
easat-2930	94	5	,	,	PUNCT
easat-2930	94	6	phishing	phishing	NOUN
easat-2930	94	7	,	,	PUNCT
easat-2930	94	8	ransomware	ransomware	NOUN
easat-2930	94	9	,	,	PUNCT
easat-2930	94	10	dos	do	NOUN
easat-2930	94	11	,	,	PUNCT
easat-2930	94	12	and	and	CCONJ
easat-2930	94	13	zero	zero	NUM
easat-2930	94	14	-	-	PUNCT
easat-2930	94	15	day	day	NOUN
easat-2930	94	16	attacks	attack	NOUN
easat-2930	94	17	.	.	PUNCT
easat-2930	95	1	traditional	traditional	ADJ
easat-2930	95	2	defense	defense	NOUN
easat-2930	95	3	measures	measure	NOUN
easat-2930	95	4	were	be	AUX
easat-2930	95	5	often	often	ADV
easat-2930	95	6	flawed	flawed	ADJ
easat-2930	95	7	,	,	PUNCT
easat-2930	95	8	and	and	CCONJ
easat-2930	95	9	many	many	ADJ
easat-2930	95	10	detection	detection	NOUN
easat-2930	95	11	methods	method	NOUN
easat-2930	95	12	still	still	ADV
easat-2930	95	13	depend	depend	VERB
easat-2930	95	14	on	on	ADP
easat-2930	95	15	manual	manual	ADJ
easat-2930	95	16	analysis	analysis	NOUN
easat-2930	95	17	,	,	PUNCT
easat-2930	95	18	making	make	VERB
easat-2930	95	19	it	it	PRON
easat-2930	95	20	difficult	difficult	ADJ
easat-2930	95	21	to	to	PART
easat-2930	95	22	identify	identify	VERB
easat-2930	95	23	advanced	advanced	ADJ
easat-2930	95	24	threats	threat	NOUN
easat-2930	95	25	(	(	PUNCT
easat-2930	95	26	padole	padole	VERB
easat-2930	95	27	et	et	PROPN
easat-2930	95	28	al	al	PROPN
easat-2930	95	29	.	.	PROPN
easat-2930	95	30	,	,	PUNCT
easat-2930	95	31	2024	2024	NUM
easat-2930	95	32	)	)	PUNCT
easat-2930	95	33	.	.	PUNCT
easat-2930	96	1	however	however	ADV
easat-2930	96	2	,	,	PUNCT
easat-2930	96	3	ml	ml	AUX
easat-2930	96	4	,	,	PUNCT
easat-2930	96	5	ml	ml	AUX
easat-2930	96	6	surpassed	surpass	VERB
easat-2930	96	7	human	human	ADJ
easat-2930	96	8	capabilities	capability	NOUN
easat-2930	96	9	in	in	ADP
easat-2930	96	10	recognizing	recognize	VERB
easat-2930	96	11	patterns	pattern	NOUN
easat-2930	96	12	and	and	CCONJ
easat-2930	96	13	making	make	VERB
easat-2930	96	14	security	security	NOUN
easat-2930	96	15	decisions	decision	NOUN
easat-2930	96	16	.	.	PUNCT
easat-2930	97	1	as	as	ADP
easat-2930	97	2	a	a	DET
easat-2930	97	3	result	result	NOUN
easat-2930	97	4	,	,	PUNCT
easat-2930	97	5	intelligent	intelligent	ADJ
easat-2930	97	6	decision	decision	NOUN
easat-2930	97	7	-	-	PUNCT
easat-2930	97	8	making	making	NOUN
easat-2930	97	9	using	use	VERB
easat-2930	97	10	ml	ml	NOUN
easat-2930	97	11	for	for	ADP
easat-2930	97	12	automation	automation	NOUN
easat-2930	97	13	has	have	AUX
easat-2930	97	14	become	become	VERB
easat-2930	97	15	a	a	DET
easat-2930	97	16	viable	viable	ADJ
easat-2930	97	17	solution	solution	NOUN
easat-2930	97	18	to	to	PART
easat-2930	97	19	meet	meet	VERB
easat-2930	97	20	the	the	DET
easat-2930	97	21	security	security	NOUN
easat-2930	97	22	demands	demand	NOUN
easat-2930	97	23	of	of	ADP
easat-2930	97	24	dynamic	dynamic	ADJ
easat-2930	97	25	network	network	NOUN
easat-2930	97	26	systems	system	NOUN
easat-2930	97	27	(	(	PUNCT
easat-2930	97	28	a	a	PRON
easat-2930	97	29	&	&	CCONJ
easat-2930	97	30	p	p	NOUN
easat-2930	97	31	m	m	PROPN
easat-2930	97	32	,	,	PUNCT
easat-2930	97	33	2023	2023	NUM
easat-2930	97	34	)	)	PUNCT
easat-2930	97	35	.	.	PUNCT
easat-2930	98	1	2.3	2.3	NUM
easat-2930	98	2	.	.	X
easat-2930	98	3	intrusion	intrusion	NOUN
easat-2930	98	4	detection	detection	NOUN
easat-2930	98	5	systems	system	NOUN
easat-2930	98	6	niknami	niknami	NOUN
easat-2930	98	7	&	&	CCONJ
easat-2930	98	8	wu	wu	PROPN
easat-2930	98	9	(	(	PUNCT
easat-2930	98	10	2024	2024	NUM
easat-2930	98	11	)	)	PUNCT
easat-2930	98	12	stated	state	VERB
easat-2930	98	13	that	that	SCONJ
easat-2930	98	14	in	in	ADP
easat-2930	98	15	computer	computer	NOUN
easat-2930	98	16	security	security	NOUN
easat-2930	98	17	systems	system	NOUN
easat-2930	98	18	,	,	PUNCT
easat-2930	98	19	intrusion	intrusion	NOUN
easat-2930	98	20	detection	detection	NOUN
easat-2930	98	21	systems	system	NOUN
easat-2930	98	22	were	be	AUX
easat-2930	98	23	a	a	DET
easat-2930	98	24	verified	verified	ADJ
easat-2930	98	25	clarification	clarification	NOUN
easat-2930	98	26	for	for	ADP
easat-2930	98	27	monitoring	monitor	VERB
easat-2930	98	28	events	event	NOUN
easat-2930	98	29	.	.	PUNCT
easat-2930	99	1	they	they	PRON
easat-2930	99	2	used	use	VERB
easat-2930	99	3	machine	machine	NOUN
easat-2930	99	4	learning	learning	NOUN
easat-2930	99	5	(	(	PUNCT
easat-2930	99	6	ml	ml	NOUN
easat-2930	99	7	)	)	PUNCT
easat-2930	99	8	to	to	PART
easat-2930	99	9	expose	expose	VERB
easat-2930	99	10	the	the	DET
easat-2930	99	11	latest	late	ADJ
easat-2930	99	12	types	type	NOUN
easat-2930	99	13	of	of	ADP
easat-2930	99	14	attacks	attack	NOUN
easat-2930	99	15	and	and	CCONJ
easat-2930	99	16	abnormalities	abnormality	NOUN
easat-2930	99	17	,	,	PUNCT
easat-2930	99	18	with	with	ADP
easat-2930	99	19	the	the	DET
easat-2930	99	20	model	model	NOUN
easat-2930	99	21	using	use	VERB
easat-2930	99	22	a	a	DET
easat-2930	99	23	tree	tree	NOUN
easat-2930	99	24	-	-	PUNCT
easat-2930	99	25	based	base	VERB
easat-2930	99	26	approach	approach	NOUN
easat-2930	99	27	alongside	alongside	ADP
easat-2930	99	28	these	these	DET
easat-2930	99	29	crucial	crucial	ADJ
easat-2930	99	30	attributes	attribute	NOUN
easat-2930	99	31	.	.	PUNCT
easat-2930	100	1	adversarial	adversarial	ADJ
easat-2930	100	2	ml	ml	NOUN
easat-2930	100	3	,	,	PUNCT
easat-2930	100	4	where	where	SCONJ
easat-2930	100	5	attackers	attacker	NOUN
easat-2930	100	6	manipulated	manipulate	VERB
easat-2930	100	7	ml	ml	NOUN
easat-2930	100	8	models	model	NOUN
easat-2930	100	9	,	,	PUNCT
easat-2930	100	10	was	be	AUX
easat-2930	100	11	a	a	DET
easat-2930	100	12	major	major	ADJ
easat-2930	100	13	concern	concern	NOUN
easat-2930	100	14	,	,	PUNCT
easat-2930	100	15	requiring	require	VERB
easat-2930	100	16	ongoing	ongoing	ADJ
easat-2930	100	17	research	research	NOUN
easat-2930	100	18	and	and	CCONJ
easat-2930	100	19	innovation	innovation	NOUN
easat-2930	100	20	to	to	PART
easat-2930	100	21	keep	keep	VERB
easat-2930	100	22	ml	ml	NOUN
easat-2930	100	23	based	base	VERB
easat-2930	100	24	security	security	NOUN
easat-2930	100	25	solutions	solution	NOUN
easat-2930	100	26	robust	robust	ADJ
easat-2930	100	27	against	against	ADP
easat-2930	100	28	evolving	evolve	VERB
easat-2930	100	29	cyber	cyber	NOUN
easat-2930	100	30	threats	threat	NOUN
easat-2930	100	31	.	.	PUNCT
easat-2930	101	1	data	datum	NOUN
easat-2930	101	2	persistence	persistence	NOUN
easat-2930	101	3	was	be	AUX
easat-2930	101	4	crucial	crucial	ADJ
easat-2930	101	5	for	for	ADP
easat-2930	101	6	software	software	NOUN
easat-2930	101	7	systems	system	NOUN
easat-2930	101	8	,	,	PUNCT
easat-2930	101	9	with	with	ADP
easat-2930	101	10	data	datum	NOUN
easat-2930	101	11	privacy	privacy	NOUN
easat-2930	101	12	being	be	AUX
easat-2930	101	13	vital	vital	ADJ
easat-2930	101	14	throughout	throughout	ADP
easat-2930	101	15	the	the	DET
easat-2930	101	16	lifecycle	lifecycle	NOUN
easat-2930	101	17	of	of	ADP
easat-2930	101	18	modern	modern	ADJ
easat-2930	101	19	systems	system	NOUN
easat-2930	101	20	.	.	PUNCT
easat-2930	102	1	security	security	NOUN
easat-2930	102	2	needed	need	VERB
easat-2930	102	3	to	to	PART
easat-2930	102	4	both	both	PRON
easat-2930	102	5	cover	cover	VERB
easat-2930	102	6	hardware	hardware	NOUN
easat-2930	102	7	and	and	CCONJ
easat-2930	102	8	software	software	NOUN
easat-2930	102	9	aspects	aspect	NOUN
easat-2930	102	10	,	,	PUNCT
easat-2930	102	11	but	but	CCONJ
easat-2930	102	12	ml	ml	AUX
easat-2930	102	13	introduced	introduce	VERB
easat-2930	102	14	unique	unique	ADJ
easat-2930	102	15	challenges	challenge	NOUN
easat-2930	102	16	,	,	PUNCT
easat-2930	102	17	particularly	particularly	ADV
easat-2930	102	18	in	in	ADP
easat-2930	102	19	managing	manage	VERB
easat-2930	102	20	data	datum	NOUN
easat-2930	102	21	quality	quality	NOUN
easat-2930	102	22	due	due	ADP
easat-2930	102	23	to	to	ADP
easat-2930	102	24	model	model	NOUN
easat-2930	102	25	uncertainty	uncertainty	NOUN
easat-2930	102	26	.	.	PUNCT
easat-2930	103	1	ensuring	ensure	VERB
easat-2930	103	2	data	datum	NOUN
easat-2930	103	3	quality	quality	NOUN
easat-2930	103	4	was	be	AUX
easat-2930	103	5	essential	essential	ADJ
easat-2930	103	6	for	for	ADP
easat-2930	103	7	protecting	protect	VERB
easat-2930	103	8	ml	ml	CCONJ
easat-2930	103	9	based	base	VERB
easat-2930	103	10	systems	system	NOUN
easat-2930	103	11	from	from	ADP
easat-2930	103	12	data	data	NOUN
easat-2930	103	13	-	-	PUNCT
easat-2930	103	14	oriented	orient	VERB
easat-2930	103	15	attacks	attack	NOUN
easat-2930	103	16	,	,	PUNCT
easat-2930	103	17	both	both	CCONJ
easat-2930	103	18	during	during	ADP
easat-2930	103	19	design	design	NOUN
easat-2930	103	20	and	and	CCONJ
easat-2930	103	21	runtime	runtime	NOUN
easat-2930	103	22	(	(	PUNCT
easat-2930	103	23	singhal	singhal	PROPN
easat-2930	103	24	,	,	PUNCT
easat-2930	103	25	2024	2024	NUM
easat-2930	103	26	)	)	PUNCT
easat-2930	103	27	.	.	PUNCT
easat-2930	104	1	2.4	2.4	NUM
easat-2930	104	2	.	.	PUNCT
easat-2930	104	3	threat	threat	NOUN
easat-2930	104	4	detection	detection	NOUN
easat-2930	104	5	in	in	ADP
easat-2930	104	6	designing	design	VERB
easat-2930	104	7	the	the	DET
easat-2930	104	8	information	information	NOUN
easat-2930	104	9	security	security	NOUN
easat-2930	104	10	,	,	PUNCT
easat-2930	104	11	cyber	cyber	NOUN
easat-2930	104	12	defense	defense	NOUN
easat-2930	104	13	mechanisms	mechanism	NOUN
easat-2930	104	14	encompassed	encompass	VERB
easat-2930	104	15	a	a	DET
easat-2930	104	16	variety	variety	NOUN
easat-2930	104	17	of	of	ADP
easat-2930	104	18	strategies	strategy	NOUN
easat-2930	104	19	,	,	PUNCT
easat-2930	104	20	technologies	technology	NOUN
easat-2930	104	21	and	and	CCONJ
easat-2930	104	22	practices	practice	NOUN
easat-2930	104	23	(	(	PUNCT
easat-2930	104	24	islam	islam	PROPN
easat-2930	104	25	&	&	CCONJ
easat-2930	104	26	bhuiyan	bhuiyan	PROPN
easat-2930	104	27	,	,	PUNCT
easat-2930	104	28	2022	2022	NUM
easat-2930	104	29	)	)	PUNCT
easat-2930	104	30	.	.	PUNCT
easat-2930	105	1	advanced	advanced	ADJ
easat-2930	105	2	threat	threat	NOUN
easat-2930	105	3	detection	detection	NOUN
easat-2930	105	4	was	be	AUX
easat-2930	105	5	one	one	NUM
easat-2930	105	6	of	of	ADP
easat-2930	105	7	them	they	PRON
easat-2930	105	8	.	.	PUNCT
easat-2930	106	1	with	with	ADP
easat-2930	106	2	the	the	DET
easat-2930	106	3	rapid	rapid	ADJ
easat-2930	106	4	advancement	advancement	NOUN
easat-2930	106	5	of	of	ADP
easat-2930	106	6	technology	technology	NOUN
easat-2930	106	7	and	and	CCONJ
easat-2930	106	8	the	the	DET
easat-2930	106	9	increasing	increase	VERB
easat-2930	106	10	reliance	reliance	NOUN
easat-2930	106	11	on	on	ADP
easat-2930	106	12	digital	digital	ADJ
easat-2930	106	13	systems	system	NOUN
easat-2930	106	14	,	,	PUNCT
easat-2930	106	15	advanced	advanced	ADJ
easat-2930	106	16	threat	threat	NOUN
easat-2930	106	17	detection	detection	NOUN
easat-2930	106	18	and	and	CCONJ
easat-2930	106	19	defense	defense	NOUN
easat-2930	106	20	mechanisms	mechanism	NOUN
easat-2930	106	21	became	become	VERB
easat-2930	106	22	necessary	necessary	ADJ
easat-2930	106	23	to	to	PART
easat-2930	106	24	identify	identify	VERB
easat-2930	106	25	,	,	PUNCT
easat-2930	106	26	mitigate	mitigate	VERB
easat-2930	106	27	,	,	PUNCT
easat-2930	106	28	and	and	CCONJ
easat-2930	106	29	respond	respond	VERB
easat-2930	106	30	to	to	ADP
easat-2930	106	31	these	these	DET
easat-2930	106	32	evolving	evolve	VERB
easat-2930	106	33	threats	threat	NOUN
easat-2930	106	34	effectively	effectively	ADV
easat-2930	106	35	.	.	PUNCT
easat-2930	107	1	through	through	ADP
easat-2930	107	2	this	this	PRON
easat-2930	107	3	,	,	PUNCT
easat-2930	107	4	vulnerabilities	vulnerability	NOUN
easat-2930	107	5	were	be	AUX
easat-2930	107	6	discovered	discover	VERB
easat-2930	107	7	(	(	PUNCT
easat-2930	107	8	rose	rise	VERB
easat-2930	107	9	et	et	PROPN
easat-2930	107	10	al	al	PROPN
easat-2930	107	11	.	.	PROPN
easat-2930	107	12	,	,	PUNCT
easat-2930	107	13	2022	2022	NUM
easat-2930	107	14	)	)	PUNCT
easat-2930	107	15	.	.	PUNCT
easat-2930	108	1	the	the	DET
easat-2930	108	2	evolution	evolution	NOUN
easat-2930	108	3	of	of	ADP
easat-2930	108	4	security	security	NOUN
easat-2930	108	5	mechanisms	mechanism	NOUN
easat-2930	108	6	,	,	PUNCT
easat-2930	108	7	particularly	particularly	ADV
easat-2930	108	8	in	in	ADP
easat-2930	108	9	the	the	DET
easat-2930	108	10	context	context	NOUN
easat-2930	108	11	of	of	ADP
easat-2930	108	12	threat	threat	NOUN
easat-2930	108	13	detection	detection	NOUN
easat-2930	108	14	,	,	PUNCT
easat-2930	108	15	progressed	progress	VERB
easat-2930	108	16	.	.	PUNCT
easat-2930	109	1	initially	initially	ADV
easat-2930	109	2	,	,	PUNCT
easat-2930	109	3	threat	threat	NOUN
easat-2930	109	4	detection	detection	NOUN
easat-2930	109	5	machines	machine	NOUN
easat-2930	109	6	relied	rely	VERB
easat-2930	109	7	on	on	ADP
easat-2930	109	8	manually	manually	ADV
easat-2930	109	9	defined	define	VERB
easat-2930	109	10	rules	rule	NOUN
easat-2930	109	11	and	and	CCONJ
easat-2930	109	12	elements	element	NOUN
easat-2930	109	13	.	.	PUNCT
easat-2930	110	1	however	however	ADV
easat-2930	110	2	,	,	PUNCT
easat-2930	110	3	with	with	ADP
easat-2930	110	4	advancement	advancement	NOUN
easat-2930	110	5	in	in	ADP
easat-2930	110	6	data	datum	NOUN
easat-2930	110	7	analytics	analytic	NOUN
easat-2930	110	8	,	,	PUNCT
easat-2930	110	9	these	these	DET
easat-2930	110	10	systems	system	NOUN
easat-2930	110	11	increasingly	increasingly	ADV
easat-2930	110	12	have	have	AUX
easat-2930	110	13	adopted	adopt	VERB
easat-2930	110	14	ml	ml	NOUN
easat-2930	110	15	techniques	technique	NOUN
easat-2930	110	16	(	(	PUNCT
easat-2930	110	17	pasrija	pasrija	VERB
easat-2930	110	18	et	et	PROPN
easat-2930	110	19	al	al	PROPN
easat-2930	110	20	.	.	PROPN
easat-2930	110	21	,	,	PUNCT
easat-2930	110	22	2024	2024	NUM
easat-2930	110	23	)	)	PUNCT
easat-2930	110	24	.	.	PUNCT
easat-2930	111	1	2.5	2.5	NUM
easat-2930	111	2	.	.	PUNCT
easat-2930	112	1	malware	malware	NOUN
easat-2930	112	2	detection	detection	NOUN
easat-2930	112	3	hossain	hossain	PROPN
easat-2930	112	4	et	et	PROPN
easat-2930	112	5	al	al	PROPN
easat-2930	112	6	.	.	PROPN
easat-2930	113	1	(	(	PUNCT
easat-2930	113	2	2024	2024	NUM
easat-2930	113	3	)	)	PUNCT
easat-2930	113	4	it	it	PRON
easat-2930	113	5	was	be	AUX
easat-2930	113	6	shown	show	VERB
easat-2930	113	7	that	that	SCONJ
easat-2930	113	8	machine	machine	NOUN
easat-2930	113	9	learning	learning	NOUN
easat-2930	113	10	is	be	AUX
easat-2930	113	11	highly	highly	ADV
easat-2930	113	12	efficient	efficient	ADJ
easat-2930	113	13	in	in	ADP
easat-2930	113	14	detecting	detect	VERB
easat-2930	113	15	cyber	cyber	ADJ
easat-2930	113	16	security	security	NOUN
easat-2930	113	17	threats	threat	NOUN
easat-2930	113	18	,	,	PUNCT
easat-2930	113	19	allowing	allow	VERB
easat-2930	113	20	systems	system	NOUN
easat-2930	113	21	to	to	PART
easat-2930	113	22	process	process	VERB
easat-2930	113	23	extensive	extensive	ADJ
easat-2930	113	24	datasets	dataset	NOUN
easat-2930	113	25	,	,	PUNCT
easat-2930	113	26	recognize	recognize	VERB
easat-2930	113	27	patterns	pattern	NOUN
easat-2930	113	28	,	,	PUNCT
easat-2930	113	29	and	and	CCONJ
easat-2930	113	30	identify	identify	VERB
easat-2930	113	31	anomalies	anomaly	NOUN
easat-2930	113	32	that	that	PRON
easat-2930	113	33	indicated	indicate	VERB
easat-2930	113	34	possible	possible	ADJ
easat-2930	113	35	risks	risk	NOUN
easat-2930	113	36	.	.	PUNCT
easat-2930	114	1	by	by	ADP
easat-2930	114	2	examining	examine	VERB
easat-2930	114	3	the	the	DET
easat-2930	114	4	traits	trait	NOUN
easat-2930	114	5	of	of	ADP
easat-2930	114	6	existing	exist	VERB
easat-2930	114	7	malware	malware	NOUN
easat-2930	114	8	,	,	PUNCT
easat-2930	114	9	machine	machine	NOUN
easat-2930	114	10	learning	learning	NOUN
easat-2930	114	11	algorithms	algorithm	NOUN
easat-2930	114	12	were	be	AUX
easat-2930	114	13	capable	capable	ADJ
easat-2930	114	14	of	of	ADP
easat-2930	114	15	recognizing	recognize	VERB
easat-2930	114	16	recurring	recur	VERB
easat-2930	114	17	patterns	pattern	NOUN
easat-2930	114	18	and	and	CCONJ
easat-2930	114	19	developing	develop	VERB
easat-2930	114	20	models	model	NOUN
easat-2930	114	21	to	to	PART
easat-2930	114	22	detect	detect	VERB
easat-2930	114	23	new	new	ADJ
easat-2930	114	24	,	,	PUNCT
easat-2930	114	25	unfamiliar	unfamiliar	ADJ
easat-2930	114	26	malware	malware	NOUN
easat-2930	114	27	based	base	VERB
easat-2930	114	28	on	on	ADP
easat-2930	114	29	these	these	DET
easat-2930	114	30	resemblances	resemblance	NOUN
easat-2930	114	31	.	.	PUNCT
easat-2930	115	1	a	a	DET
easat-2930	115	2	deep	deep	ADJ
easat-2930	115	3	learning	learning	NOUN
easat-2930	115	4	-	-	PUNCT
easat-2930	115	5	based	base	VERB
easat-2930	115	6	malware	malware	NOUN
easat-2930	115	7	detection	detection	NOUN
easat-2930	115	8	approach	approach	NOUN
easat-2930	115	9	consisted	consist	VERB
easat-2930	115	10	of	of	ADP
easat-2930	115	11	three	three	NUM
easat-2930	115	12	main	main	ADJ
easat-2930	115	13	stages	stage	NOUN
easat-2930	115	14	:	:	PUNCT
easat-2930	115	15	first	first	ADV
easat-2930	115	16	,	,	PUNCT
easat-2930	115	17	gathering	gather	VERB
easat-2930	115	18	and	and	CCONJ
easat-2930	115	19	analyzing	analyze	VERB
easat-2930	115	20	malware	malware	NOUN
easat-2930	115	21	samples	sample	NOUN
easat-2930	115	22	with	with	ADP
easat-2930	115	23	dynamic	dynamic	ADJ
easat-2930	115	24	analysis	analysis	NOUN
easat-2930	115	25	tools	tool	NOUN
easat-2930	115	26	to	to	PART
easat-2930	115	27	capture	capture	VERB
easat-2930	115	28	execution	execution	NOUN
easat-2930	115	29	traces	trace	NOUN
easat-2930	115	30	.	.	PUNCT
easat-2930	116	1	second	second	ADV
easat-2930	116	2	,	,	PUNCT
easat-2930	116	3	using	use	VERB
easat-2930	116	4	these	these	DET
easat-2930	116	5	traces	trace	NOUN
easat-2930	116	6	to	to	PART
easat-2930	116	7	define	define	VERB
easat-2930	116	8	malware	malware	NOUN
easat-2930	116	9	behaviors	behavior	NOUN
easat-2930	116	10	and	and	CCONJ
easat-2930	116	11	extract	extract	VERB
easat-2930	116	12	relevant	relevant	ADJ
easat-2930	116	13	features	feature	NOUN
easat-2930	116	14	and	and	CCONJ
easat-2930	116	15	finally	finally	ADV
easat-2930	116	16	employing	employ	VERB
easat-2930	116	17	a	a	DET
easat-2930	116	18	deep	deep	ADJ
easat-2930	116	19	learning	learning	NOUN
easat-2930	116	20	model	model	NOUN
easat-2930	116	21	to	to	PART
easat-2930	116	22	differentiate	differentiate	VERB
easat-2930	116	23	between	between	ADP
easat-2930	116	24	benign	benign	ADJ
easat-2930	116	25	and	and	CCONJ
easat-2930	116	26	malicious	malicious	ADJ
easat-2930	116	27	software	software	NOUN
easat-2930	116	28	.	.	PUNCT
easat-2930	117	1	ml	ml	NOUN
easat-2930	117	2	techniques	technique	NOUN
easat-2930	117	3	were	be	AUX
easat-2930	117	4	effective	effective	ADJ
easat-2930	117	5	in	in	ADP
easat-2930	117	6	identifying	identify	VERB
easat-2930	117	7	polymorphic	polymorphic	ADJ
easat-2930	117	8	and	and	CCONJ
easat-2930	117	9	new	new	ADJ
easat-2930	117	10	attacks	attack	NOUN
easat-2930	117	11	,	,	PUNCT
easat-2930	117	12	potentially	potentially	ADV
easat-2930	117	13	surpassing	surpass	VERB
easat-2930	117	14	conventional	conventional	ADJ
easat-2930	117	15	detection	detection	NOUN
easat-2930	117	16	methods	method	NOUN
easat-2930	117	17	in	in	ADP
easat-2930	117	18	the	the	DET
easat-2930	117	19	future.it	future.it	PROPN
easat-2930	117	20	emphasized	emphasize	VERB
easat-2930	117	21	the	the	DET
easat-2930	117	22	importance	importance	NOUN
easat-2930	117	23	of	of	ADP
easat-2930	117	24	costeffective	costeffective	ADJ
easat-2930	117	25	training	training	NOUN
easat-2930	117	26	methods	method	NOUN
easat-2930	117	27	for	for	ADP
easat-2930	117	28	malware	malware	NOUN
easat-2930	117	29	detection	detection	NOUN
easat-2930	117	30	and	and	CCONJ
easat-2930	117	31	the	the	DET
easat-2930	117	32	need	need	NOUN
easat-2930	117	33	for	for	SCONJ
easat-2930	117	34	malware	malware	NOUN
easat-2930	117	35	analysts	analyst	NOUN
easat-2930	117	36	to	to	PART
easat-2930	117	37	achieve	achieve	VERB
easat-2930	117	38	an	an	DET
easat-2930	117	39	expert	expert	NOUN
easat-2930	117	40	level	level	NOUN
easat-2930	117	41	understanding	understanding	NOUN
easat-2930	117	42	of	of	ADP
easat-2930	117	43	mlbased	mlbased	ADJ
easat-2930	117	44	detection	detection	NOUN
easat-2930	117	45	techniques	technique	NOUN
easat-2930	117	46	(	(	PUNCT
easat-2930	117	47	mihalache	mihalache	PROPN
easat-2930	117	48	et	et	PROPN
easat-2930	117	49	al	al	PROPN
easat-2930	117	50	.	.	PROPN
easat-2930	117	51	,	,	PUNCT
easat-2930	117	52	2024	2024	NUM
easat-2930	117	53	)	)	PUNCT
easat-2930	117	54	.	.	PUNCT
easat-2930	118	1	mihalache	mihalache	PROPN
easat-2930	118	2	et	et	PROPN
easat-2930	118	3	al	al	PROPN
easat-2930	118	4	.	.	PROPN
easat-2930	119	1	(	(	PUNCT
easat-2930	119	2	2024	2024	NUM
easat-2930	119	3	)	)	PUNCT
easat-2930	119	4	further	far	ADV
easat-2930	119	5	explained	explain	VERB
easat-2930	119	6	that	that	SCONJ
easat-2930	119	7	malware	malware	NOUN
easat-2930	119	8	detection	detection	NOUN
easat-2930	119	9	involved	involve	VERB
easat-2930	119	10	two	two	NUM
easat-2930	119	11	types	type	NOUN
easat-2930	119	12	of	of	ADP
easat-2930	119	13	analysis	analysis	NOUN
easat-2930	119	14	:	:	PUNCT
easat-2930	119	15	static	static	ADJ
easat-2930	119	16	and	and	CCONJ
easat-2930	119	17	dynamic	dynamic	ADJ
easat-2930	119	18	.	.	PUNCT
easat-2930	120	1	static	static	ADJ
easat-2930	120	2	analysis	analysis	NOUN
easat-2930	120	3	detected	detect	VERB
easat-2930	120	4	malware	malware	NOUN
easat-2930	120	5	by	by	ADP
easat-2930	120	6	examining	examine	VERB
easat-2930	120	7	a	a	DET
easat-2930	120	8	file	file	NOUN
easat-2930	120	9	without	without	ADP
easat-2930	120	10	executing	execute	VERB
easat-2930	120	11	it	it	PRON
easat-2930	120	12	,	,	PUNCT
easat-2930	120	13	while	while	SCONJ
easat-2930	120	14	dynamic	dynamic	ADJ
easat-2930	120	15	analysis	analysis	NOUN
easat-2930	120	16	4295	4295	NUM
easat-2930	120	17	edelweiss	edelweiss	PROPN
easat-2930	120	18	applied	apply	VERB
easat-2930	120	19	science	science	NOUN
easat-2930	120	20	and	and	CCONJ
easat-2930	120	21	technology	technology	NOUN
easat-2930	120	22	issn	issn	PROPN
easat-2930	120	23	:	:	PUNCT
easat-2930	120	24	2576	2576	NUM
easat-2930	120	25	-	-	SYM
easat-2930	120	26	8484	8484	NUM
easat-2930	120	27	vol	vol	NOUN
easat-2930	120	28	.	.	PROPN
easat-2930	120	29	8	8	NUM
easat-2930	120	30	,	,	PUNCT
easat-2930	120	31	no	no	INTJ
easat-2930	120	32	.	.	NOUN
easat-2930	121	1	6	6	NUM
easat-2930	121	2	:	:	SYM
easat-2930	121	3	4291	4291	NUM
easat-2930	121	4	-	-	SYM
easat-2930	121	5	4307	4307	NUM
easat-2930	121	6	,	,	PUNCT
easat-2930	121	7	2024	2024	NUM
easat-2930	121	8	doi	doi	NOUN
easat-2930	121	9	:	:	PUNCT
easat-2930	121	10	10.55214/25768484.v8i6.2930	10.55214/25768484.v8i6.2930	NUM
easat-2930	121	11	©	©	ADP
easat-2930	121	12	2024	2024	NUM
easat-2930	121	13	by	by	ADP
easat-2930	121	14	the	the	DET
easat-2930	121	15	authors	author	NOUN
easat-2930	121	16	;	;	PUNCT
easat-2930	121	17	licensee	licensee	PROPN
easat-2930	121	18	learning	learning	NOUN
easat-2930	121	19	gate	gate	NOUN
easat-2930	121	20	observed	observe	VERB
easat-2930	121	21	the	the	DET
easat-2930	121	22	behavior	behavior	NOUN
easat-2930	121	23	of	of	ADP
easat-2930	121	24	software	software	NOUN
easat-2930	121	25	during	during	ADP
easat-2930	121	26	execution	execution	NOUN
easat-2930	121	27	,	,	PUNCT
easat-2930	121	28	typically	typically	ADV
easat-2930	121	29	in	in	ADP
easat-2930	121	30	a	a	DET
easat-2930	121	31	controlled	control	VERB
easat-2930	121	32	environment	environment	NOUN
easat-2930	121	33	.	.	PUNCT
easat-2930	122	1	2.6	2.6	NUM
easat-2930	122	2	.	.	PUNCT
easat-2930	122	3	anomaly	anomaly	NOUN
easat-2930	122	4	detection	detection	NOUN
easat-2930	122	5	according	accord	VERB
easat-2930	122	6	to	to	ADP
easat-2930	122	7	parhizkari	parhizkari	PROPN
easat-2930	122	8	(	(	PUNCT
easat-2930	122	9	2024	2024	NUM
easat-2930	122	10	)	)	PUNCT
easat-2930	122	11	,	,	PUNCT
easat-2930	122	12	anomaly	anomaly	NOUN
easat-2930	122	13	detection	detection	NOUN
easat-2930	122	14	had	have	AUX
easat-2930	122	15	been	be	AUX
easat-2930	122	16	a	a	DET
easat-2930	122	17	long	long	ADJ
easat-2930	122	18	standing	standing	NOUN
easat-2930	122	19	research	research	NOUN
easat-2930	122	20	topic	topic	NOUN
easat-2930	122	21	,	,	PUNCT
easat-2930	122	22	with	with	ADP
easat-2930	122	23	various	various	ADJ
easat-2930	122	24	techniques	technique	NOUN
easat-2930	122	25	developed	develop	VERB
easat-2930	122	26	over	over	ADP
easat-2930	122	27	the	the	DET
easat-2930	122	28	years	year	NOUN
easat-2930	122	29	.	.	PUNCT
easat-2930	123	1	the	the	DET
easat-2930	123	2	main	main	ADJ
easat-2930	123	3	challenge	challenge	NOUN
easat-2930	123	4	was	be	AUX
easat-2930	123	5	identifying	identify	VERB
easat-2930	123	6	patterns	pattern	NOUN
easat-2930	123	7	in	in	ADP
easat-2930	123	8	data	datum	NOUN
easat-2930	123	9	that	that	PRON
easat-2930	123	10	deviated	deviate	VERB
easat-2930	123	11	from	from	ADP
easat-2930	123	12	expected	expect	VERB
easat-2930	123	13	behavior	behavior	NOUN
easat-2930	123	14	.	.	PUNCT
easat-2930	124	1	anomaly	anomaly	PROPN
easat-2930	124	2	detection	detection	NOUN
easat-2930	124	3	was	be	AUX
easat-2930	124	4	used	use	VERB
easat-2930	124	5	in	in	ADP
easat-2930	124	6	multiple	multiple	ADJ
easat-2930	124	7	applications	application	NOUN
easat-2930	124	8	,	,	PUNCT
easat-2930	124	9	including	include	VERB
easat-2930	124	10	cyber	cyber	ADJ
easat-2930	124	11	security	security	NOUN
easat-2930	124	12	,	,	PUNCT
easat-2930	124	13	network	network	NOUN
easat-2930	124	14	intrusion	intrusion	NOUN
easat-2930	124	15	detection	detection	NOUN
easat-2930	124	16	,	,	PUNCT
easat-2930	124	17	unusual	unusual	ADJ
easat-2930	124	18	video	video	NOUN
easat-2930	124	19	activity	activity	NOUN
easat-2930	124	20	,	,	PUNCT
easat-2930	124	21	fraud	fraud	NOUN
easat-2930	124	22	detection	detection	NOUN
easat-2930	124	23	,	,	PUNCT
easat-2930	124	24	streaming	streaming	NOUN
easat-2930	124	25	and	and	CCONJ
easat-2930	124	26	hyperspectral	hyperspectral	ADJ
easat-2930	124	27	imaging	imaging	NOUN
easat-2930	124	28	(	(	PUNCT
easat-2930	124	29	molla	molla	PROPN
easat-2930	124	30	et	et	PROPN
easat-2930	124	31	al	al	PROPN
easat-2930	124	32	.	.	PROPN
easat-2930	124	33	,	,	PUNCT
easat-2930	124	34	2023	2023	NUM
easat-2930	124	35	)	)	PUNCT
easat-2930	124	36	.	.	PUNCT
easat-2930	125	1	while	while	SCONJ
easat-2930	125	2	traditional	traditional	ADJ
easat-2930	125	3	statistical	statistical	ADJ
easat-2930	125	4	methods	method	NOUN
easat-2930	125	5	for	for	ADP
easat-2930	125	6	anomaly	anomaly	NOUN
easat-2930	125	7	detection	detection	NOUN
easat-2930	125	8	had	have	AUX
easat-2930	125	9	lost	lose	VERB
easat-2930	125	10	popularity	popularity	NOUN
easat-2930	125	11	,	,	PUNCT
easat-2930	125	12	ml	ml	PROPN
easat-2930	125	13	has	have	AUX
easat-2930	125	14	become	become	AUX
easat-2930	125	15	increasingly	increasingly	ADV
easat-2930	125	16	chosen	choose	VERB
easat-2930	125	17	for	for	ADP
easat-2930	125	18	this	this	DET
easat-2930	125	19	purpose	purpose	NOUN
easat-2930	125	20	(	(	PUNCT
easat-2930	125	21	bhuiyan	bhuiyan	X
easat-2930	125	22	et	et	PROPN
easat-2930	125	23	al	al	PROPN
easat-2930	125	24	.	.	PROPN
easat-2930	125	25	,	,	PUNCT
easat-2930	125	26	2023	2023	NUM
easat-2930	125	27	)	)	PUNCT
easat-2930	125	28	.	.	PUNCT
easat-2930	126	1	ml	ml	PROPN
easat-2930	126	2	models	model	NOUN
easat-2930	126	3	could	could	AUX
easat-2930	126	4	identify	identify	VERB
easat-2930	126	5	deviations	deviation	NOUN
easat-2930	126	6	from	from	ADP
easat-2930	126	7	normal	normal	ADJ
easat-2930	126	8	behavior	behavior	NOUN
easat-2930	126	9	and	and	CCONJ
easat-2930	126	10	continuously	continuously	ADV
easat-2930	126	11	monitor	monitor	VERB
easat-2930	126	12	network	network	NOUN
easat-2930	126	13	traffic	traffic	NOUN
easat-2930	126	14	and	and	CCONJ
easat-2930	126	15	system	system	NOUN
easat-2930	126	16	logs	log	NOUN
easat-2930	126	17	,	,	PUNCT
easat-2930	126	18	comparing	compare	VERB
easat-2930	126	19	incoming	incoming	ADJ
easat-2930	126	20	data	datum	NOUN
easat-2930	126	21	against	against	ADP
easat-2930	126	22	the	the	DET
easat-2930	126	23	learned	learn	VERB
easat-2930	126	24	patterns	pattern	NOUN
easat-2930	126	25	(	(	PUNCT
easat-2930	126	26	fung	fung	PROPN
easat-2930	126	27	et	et	PROPN
easat-2930	126	28	al	al	PROPN
easat-2930	126	29	.	.	PROPN
easat-2930	126	30	,	,	PUNCT
easat-2930	126	31	2024	2024	NUM
easat-2930	126	32	)	)	PUNCT
easat-2930	126	33	.	.	PUNCT
easat-2930	127	1	2.7	2.7	NUM
easat-2930	127	2	.	.	PUNCT
easat-2930	128	1	ml	ml	X
easat-2930	128	2	in	in	ADP
easat-2930	128	3	fraud	fraud	NOUN
easat-2930	128	4	detection	detection	NOUN
easat-2930	128	5	from	from	ADP
easat-2930	128	6	the	the	DET
easat-2930	128	7	perspective	perspective	NOUN
easat-2930	128	8	of	of	ADP
easat-2930	128	9	garai	garai	PROPN
easat-2930	128	10	et	et	PROPN
easat-2930	128	11	al	al	PROPN
easat-2930	128	12	.	.	PROPN
easat-2930	129	1	(	(	PUNCT
easat-2930	129	2	2023	2023	NUM
easat-2930	129	3	)	)	PUNCT
easat-2930	129	4	,	,	PUNCT
easat-2930	129	5	ml	ml	PROPN
easat-2930	129	6	has	have	AUX
easat-2930	129	7	emerged	emerge	VERB
easat-2930	129	8	as	as	ADP
easat-2930	129	9	a	a	DET
easat-2930	129	10	powerful	powerful	ADJ
easat-2930	129	11	tool	tool	NOUN
easat-2930	129	12	on	on	ADP
easat-2930	129	13	fraud	fraud	NOUN
easat-2930	129	14	detection	detection	NOUN
easat-2930	129	15	,	,	PUNCT
easat-2930	129	16	offered	offer	VERB
easat-2930	129	17	various	various	ADJ
easat-2930	129	18	advantages	advantage	NOUN
easat-2930	129	19	that	that	PRON
easat-2930	129	20	significantly	significantly	ADV
easat-2930	129	21	enhanced	enhance	VERB
easat-2930	129	22	an	an	DET
easat-2930	129	23	organizations	organization	NOUN
easat-2930	129	24	ability	ability	NOUN
easat-2930	129	25	to	to	PART
easat-2930	129	26	combat	combat	VERB
easat-2930	129	27	fraudulent	fraudulent	ADJ
easat-2930	129	28	activities	activity	NOUN
easat-2930	129	29	.	.	PUNCT
easat-2930	130	1	figure	figure	NOUN
easat-2930	130	2	2	2	NUM
easat-2930	130	3	.	.	PUNCT
easat-2930	131	1	ml	ml	X
easat-2930	131	2	in	in	ADP
easat-2930	131	3	fraud	fraud	NOUN
easat-2930	131	4	detection	detection	NOUN
easat-2930	131	5	.	.	PUNCT
easat-2930	132	1	ml	ml	NOUN
easat-2930	132	2	models	model	NOUN
easat-2930	132	3	can	can	AUX
easat-2930	132	4	swiftly	swiftly	ADV
easat-2930	132	5	and	and	CCONJ
easat-2930	132	6	accurately	accurately	ADV
easat-2930	132	7	process	process	VERB
easat-2930	132	8	large	large	ADJ
easat-2930	132	9	volumes	volume	NOUN
easat-2930	132	10	of	of	ADP
easat-2930	132	11	data	datum	NOUN
easat-2930	132	12	,	,	PUNCT
easat-2930	132	13	detecting	detect	VERB
easat-2930	132	14	pattern	pattern	NOUN
easat-2930	132	15	and	and	CCONJ
easat-2930	132	16	anomalies	anomaly	NOUN
easat-2930	132	17	that	that	PRON
easat-2930	132	18	may	may	AUX
easat-2930	132	19	signal	signal	VERB
easat-2930	132	20	fraudulent	fraudulent	ADJ
easat-2930	132	21	behavior	behavior	NOUN
easat-2930	132	22	(	(	PUNCT
easat-2930	132	23	bhuiyan	bhuiyan	PROPN
easat-2930	132	24	&	&	CCONJ
easat-2930	132	25	akter	akter	PROPN
easat-2930	132	26	,	,	PUNCT
easat-2930	132	27	2024	2024	NUM
easat-2930	132	28	)	)	PUNCT
easat-2930	132	29	.	.	PUNCT
easat-2930	133	1	they	they	PRON
easat-2930	133	2	functioned	function	VERB
easat-2930	133	3	in	in	ADP
easat-2930	133	4	real	real	ADJ
easat-2930	133	5	time	time	NOUN
easat-2930	133	6	,	,	PUNCT
easat-2930	133	7	enabling	enable	VERB
easat-2930	133	8	the	the	DET
easat-2930	133	9	instant	instant	ADJ
easat-2930	133	10	detection	detection	NOUN
easat-2930	133	11	and	and	CCONJ
easat-2930	133	12	prevention	prevention	NOUN
easat-2930	133	13	of	of	ADP
easat-2930	133	14	deceitful	deceitful	ADJ
easat-2930	133	15	transaction	transaction	NOUN
easat-2930	133	16	.	.	PUNCT
easat-2930	134	1	this	this	PRON
easat-2930	134	2	was	be	AUX
easat-2930	134	3	particularly	particularly	ADV
easat-2930	134	4	valuable	valuable	ADJ
easat-2930	134	5	in	in	ADP
easat-2930	134	6	financial	financial	ADJ
easat-2930	134	7	transactions	transaction	NOUN
easat-2930	134	8	,	,	PUNCT
easat-2930	134	9	where	where	SCONJ
easat-2930	134	10	quick	quick	ADJ
easat-2930	134	11	response	response	NOUN
easat-2930	134	12	times	time	NOUN
easat-2930	134	13	were	be	AUX
easat-2930	134	14	crucial	crucial	ADJ
easat-2930	134	15	.	.	PUNCT
easat-2930	135	1	fraudsters	fraudster	NOUN
easat-2930	135	2	constantly	constantly	ADV
easat-2930	135	3	developed	develop	VERB
easat-2930	135	4	new	new	ADJ
easat-2930	135	5	tactics	tactic	NOUN
easat-2930	135	6	and	and	CCONJ
easat-2930	135	7	adapted	adapt	VERB
easat-2930	135	8	to	to	ADP
easat-2930	135	9	countermeasures	countermeasure	NOUN
easat-2930	135	10	,	,	PUNCT
easat-2930	135	11	but	but	CCONJ
easat-2930	135	12	ml	ml	NOUN
easat-2930	135	13	models	model	NOUN
easat-2930	135	14	were	be	AUX
easat-2930	135	15	effective	effective	ADJ
easat-2930	135	16	in	in	ADP
easat-2930	135	17	combating	combat	VERB
easat-2930	135	18	this	this	PRON
easat-2930	135	19	by	by	ADP
easat-2930	135	20	learning	learn	VERB
easat-2930	135	21	from	from	ADP
easat-2930	135	22	historical	historical	ADJ
easat-2930	135	23	data	datum	NOUN
easat-2930	135	24	and	and	CCONJ
easat-2930	135	25	quickly	quickly	ADV
easat-2930	135	26	adjusted	adjust	VERB
easat-2930	135	27	their	their	PRON
easat-2930	135	28	detection	detection	NOUN
easat-2930	135	29	strategies	strategy	NOUN
easat-2930	135	30	.	.	PUNCT
easat-2930	136	1	this	this	PRON
easat-2930	136	2	enabled	enable	VERB
easat-2930	136	3	them	they	PRON
easat-2930	136	4	to	to	PART
easat-2930	136	5	identify	identify	VERB
easat-2930	136	6	new	new	ADJ
easat-2930	136	7	fraud	fraud	NOUN
easat-2930	136	8	patterns	pattern	NOUN
easat-2930	136	9	and	and	CCONJ
easat-2930	136	10	adapt	adapt	VERB
easat-2930	136	11	without	without	ADP
easat-2930	136	12	manual	manual	ADJ
easat-2930	136	13	intervention	intervention	NOUN
easat-2930	136	14	,	,	PUNCT
easat-2930	136	15	keeping	keep	VERB
easat-2930	136	16	organizations	organization	NOUN
easat-2930	136	17	ahead	ahead	ADV
easat-2930	136	18	of	of	ADP
easat-2930	136	19	fraudsters	fraudster	NOUN
easat-2930	136	20	(	(	PUNCT
easat-2930	136	21	boulsane	boulsane	NOUN
easat-2930	136	22	&	&	CCONJ
easat-2930	136	23	afdel	afdel	PROPN
easat-2930	136	24	,	,	PUNCT
easat-2930	136	25	2024	2024	NUM
easat-2930	136	26	)	)	PUNCT
easat-2930	136	27	.	.	PUNCT
easat-2930	137	1	ml	ml	PROPN
easat-2930	137	2	was	be	AUX
easat-2930	137	3	the	the	DET
easat-2930	137	4	science	science	NOUN
easat-2930	137	5	of	of	ADP
easat-2930	137	6	developing	develop	VERB
easat-2930	137	7	and	and	CCONJ
easat-2930	137	8	applying	apply	VERB
easat-2930	137	9	algorithms	algorithm	NOUN
easat-2930	137	10	capable	capable	ADJ
easat-2930	137	11	of	of	ADP
easat-2930	137	12	learning	learn	VERB
easat-2930	137	13	from	from	ADP
easat-2930	137	14	historical	historical	ADJ
easat-2930	137	15	data	datum	NOUN
easat-2930	137	16	.	.	PUNCT
easat-2930	138	1	it	it	PRON
easat-2930	138	2	proved	prove	VERB
easat-2930	138	3	to	to	PART
easat-2930	138	4	be	be	AUX
easat-2930	138	5	an	an	DET
easat-2930	138	6	ideal	ideal	ADJ
easat-2930	138	7	solution	solution	NOUN
easat-2930	138	8	for	for	ADP
easat-2930	138	9	information	information	NOUN
easat-2930	138	10	security	security	NOUN
easat-2930	138	11	.	.	PUNCT
easat-2930	139	1	according	accord	VERB
easat-2930	139	2	to	to	ADP
easat-2930	139	3	the	the	DET
easat-2930	139	4	authorized	authorized	ADJ
easat-2930	139	5	access	access	NOUN
easat-2930	139	6	order	order	NOUN
easat-2930	139	7	,	,	PUNCT
easat-2930	139	8	ml	ml	VERB
easat-2930	139	9	could	could	AUX
easat-2930	139	10	use	use	VERB
easat-2930	139	11	its	its	PRON
easat-2930	139	12	model	model	NOUN
easat-2930	139	13	to	to	PART
easat-2930	139	14	estimate	estimate	VERB
easat-2930	139	15	the	the	DET
easat-2930	139	16	unauthorized	unauthorized	ADJ
easat-2930	139	17	access	access	NOUN
easat-2930	139	18	and	and	CCONJ
easat-2930	139	19	reject	reject	VERB
easat-2930	139	20	it	it	PRON
easat-2930	139	21	.	.	PUNCT
easat-2930	140	1	the	the	DET
easat-2930	140	2	traditional	traditional	ADJ
easat-2930	140	3	fraud	fraud	NOUN
easat-2930	140	4	detection	detection	NOUN
easat-2930	140	5	model	model	NOUN
easat-2930	140	6	was	be	AUX
easat-2930	140	7	based	base	VERB
easat-2930	140	8	on	on	ADP
easat-2930	140	9	a	a	DET
easat-2930	140	10	static	static	ADJ
easat-2930	140	11	rule	rule	NOUN
easat-2930	140	12	-	-	PUNCT
easat-2930	140	13	based	base	VERB
easat-2930	140	14	system	system	NOUN
easat-2930	140	15	,	,	PUNCT
easat-2930	140	16	but	but	CCONJ
easat-2930	140	17	ml	ml	VERB
easat-2930	140	18	worked	work	VERB
easat-2930	140	19	as	as	ADP
easat-2930	140	20	a	a	DET
easat-2930	140	21	dynamic	dynamic	ADJ
easat-2930	140	22	model	model	NOUN
easat-2930	140	23	.	.	PUNCT
easat-2930	141	1	the	the	DET
easat-2930	141	2	ml	ml	PROPN
easat-2930	141	3	model	model	NOUN
easat-2930	141	4	was	be	AUX
easat-2930	141	5	effective	effective	ADJ
easat-2930	141	6	for	for	ADP
easat-2930	141	7	decision	decision	NOUN
easat-2930	141	8	making	making	NOUN
easat-2930	141	9	and	and	CCONJ
easat-2930	141	10	also	also	ADV
easat-2930	141	11	secured	secure	VERB
easat-2930	141	12	the	the	DET
easat-2930	141	13	information	information	NOUN
easat-2930	141	14	systems	system	NOUN
easat-2930	141	15	(	(	PUNCT
easat-2930	141	16	abitova	abitova	PROPN
easat-2930	141	17	&	&	CCONJ
easat-2930	141	18	abalkanov	abalkanov	PROPN
easat-2930	141	19	,	,	PUNCT
easat-2930	141	20	2024	2024	NUM
easat-2930	141	21	)	)	PUNCT
easat-2930	141	22	.	.	PUNCT
easat-2930	142	1	3	3	X
easat-2930	142	2	.	.	X
easat-2930	142	3	methodology	methodology	PROPN
easat-2930	142	4	watanabe	watanabe	PROPN
easat-2930	142	5	et	et	PROPN
easat-2930	142	6	al	al	PROPN
easat-2930	142	7	.	.	PROPN
easat-2930	142	8	(	(	PUNCT
easat-2930	142	9	2023	2023	NUM
easat-2930	142	10	)	)	PUNCT
easat-2930	142	11	aimed	aim	VERB
easat-2930	142	12	to	to	PART
easat-2930	142	13	outline	outline	VERB
easat-2930	142	14	the	the	DET
easat-2930	142	15	researchers	researcher	NOUN
easat-2930	142	16	’	’	PART
easat-2930	142	17	goal	goal	NOUN
easat-2930	142	18	and	and	CCONJ
easat-2930	142	19	objectives	objective	NOUN
easat-2930	142	20	of	of	ADP
easat-2930	142	21	the	the	DET
easat-2930	142	22	review	review	NOUN
easat-2930	142	23	papers	paper	NOUN
easat-2930	142	24	,	,	PUNCT
easat-2930	142	25	with	with	ADP
easat-2930	142	26	the	the	DET
easat-2930	142	27	suitable	suitable	ADJ
easat-2930	142	28	title	title	NOUN
easat-2930	142	29	of	of	ADP
easat-2930	142	30	the	the	DET
easat-2930	142	31	paper	paper	NOUN
easat-2930	142	32	being	be	AUX
easat-2930	142	33	“	"	PUNCT
easat-2930	142	34	machine	machine	NOUN
easat-2930	142	35	learning	learning	NOUN
easat-2930	142	36	in	in	ADP
easat-2930	142	37	information	information	NOUN
easat-2930	142	38	security	security	NOUN
easat-2930	142	39	”	"	PUNCT
easat-2930	142	40	.	.	PUNCT
easat-2930	143	1	the	the	DET
easat-2930	143	2	study	study	NOUN
easat-2930	143	3	’s	’s	PART
easat-2930	143	4	focus	focus	NOUN
easat-2930	143	5	was	be	AUX
easat-2930	143	6	on	on	ADP
easat-2930	143	7	the	the	DET
easat-2930	143	8	different	different	ADJ
easat-2930	143	9	kinds	kind	NOUN
easat-2930	143	10	of	of	ADP
easat-2930	143	11	machine	machine	NOUN
easat-2930	143	12	learning	learn	VERB
easat-2930	143	13	like	like	INTJ
easat-2930	143	14	as	as	ADP
easat-2930	143	15	,	,	PUNCT
easat-2930	143	16	how	how	SCONJ
easat-2930	143	17	they	they	PRON
easat-2930	143	18	connect	connect	VERB
easat-2930	143	19	to	to	ADP
easat-2930	143	20	information	information	NOUN
easat-2930	143	21	security	security	NOUN
easat-2930	143	22	systems	system	NOUN
easat-2930	143	23	and	and	CCONJ
easat-2930	143	24	how	how	SCONJ
easat-2930	143	25	to	to	PART
easat-2930	143	26	detect	detect	VERB
easat-2930	143	27	fraud	fraud	NOUN
easat-2930	143	28	.	.	PUNCT
easat-2930	144	1	with	with	ADP
easat-2930	144	2	the	the	DET
easat-2930	144	3	recent	recent	ADJ
easat-2930	144	4	developments	development	NOUN
easat-2930	144	5	of	of	ADP
easat-2930	144	6	information	information	NOUN
easat-2930	144	7	security	security	NOUN
easat-2930	144	8	systems	system	NOUN
easat-2930	144	9	,	,	PUNCT
easat-2930	144	10	the	the	DET
easat-2930	144	11	author	author	NOUN
easat-2930	144	12	included	include	VERB
easat-2930	144	13	the	the	DET
easat-2930	144	14	systematic	systematic	ADJ
easat-2930	144	15	review	review	NOUN
easat-2930	144	16	process	process	NOUN
easat-2930	144	17	how	how	SCONJ
easat-2930	144	18	ml	ml	AUX
easat-2930	144	19	coped	cope	VERB
easat-2930	144	20	with	with	ADP
easat-2930	144	21	information	information	NOUN
easat-2930	144	22	security	security	NOUN
easat-2930	144	23	.	.	PUNCT
easat-2930	145	1	in	in	ADP
easat-2930	145	2	the	the	DET
easat-2930	145	3	literature	literature	NOUN
easat-2930	145	4	review	review	NOUN
easat-2930	145	5	the	the	DET
easat-2930	145	6	author	author	NOUN
easat-2930	145	7	additionally	additionally	ADV
easat-2930	145	8	expressed	express	VERB
easat-2930	145	9	the	the	DET
easat-2930	145	10	applications	application	NOUN
easat-2930	145	11	of	of	ADP
easat-2930	145	12	the	the	DET
easat-2930	145	13	ml	ml	NOUN
easat-2930	145	14	such	such	ADJ
easat-2930	145	15	as	as	ADP
easat-2930	145	16	intrusion	intrusion	NOUN
easat-2930	145	17	detection	detection	NOUN
easat-2930	145	18	systems	system	NOUN
easat-2930	145	19	,	,	PUNCT
easat-2930	145	20	threat	threat	NOUN
easat-2930	145	21	detection	detection	NOUN
easat-2930	145	22	,	,	PUNCT
easat-2930	145	23	malware	malware	NOUN
easat-2930	145	24	detection	detection	NOUN
easat-2930	145	25	,	,	PUNCT
easat-2930	145	26	anomaly	anomaly	NOUN
easat-2930	145	27	detection	detection	NOUN
easat-2930	145	28	(	(	PUNCT
easat-2930	145	29	niknami	niknami	NOUN
easat-2930	145	30	&	&	CCONJ
easat-2930	145	31	wu	wu	PROPN
easat-2930	145	32	,	,	PUNCT
easat-2930	145	33	2024	2024	NUM
easat-2930	145	34	)	)	PUNCT
easat-2930	145	35	.	.	PUNCT
easat-2930	146	1	the	the	DET
easat-2930	146	2	primary	primary	ADJ
easat-2930	146	3	goals	goal	NOUN
easat-2930	146	4	of	of	ADP
easat-2930	146	5	this	this	DET
easat-2930	146	6	paper	paper	NOUN
easat-2930	146	7	were	be	AUX
easat-2930	146	8	to	to	PART
easat-2930	146	9	identify	identify	VERB
easat-2930	146	10	gaps	gap	NOUN
easat-2930	146	11	in	in	ADP
easat-2930	146	12	the	the	DET
easat-2930	146	13	literature	literature	NOUN
easat-2930	146	14	and	and	CCONJ
easat-2930	146	15	weed	weed	VERB
easat-2930	146	16	out	out	ADP
easat-2930	146	17	research	research	NOUN
easat-2930	146	18	that	that	PRON
easat-2930	146	19	were	be	AUX
easat-2930	146	20	n’t	not	PART
easat-2930	146	21	relevant	relevant	ADJ
easat-2930	146	22	.	.	PUNCT
easat-2930	147	1	the	the	DET
easat-2930	147	2	screening	screening	NOUN
easat-2930	147	3	procedures	procedure	NOUN
easat-2930	147	4	utilized	utilize	VERB
easat-2930	147	5	in	in	ADP
easat-2930	147	6	the	the	DET
easat-2930	147	7	preceding	precede	VERB
easat-2930	147	8	stage	stage	NOUN
easat-2930	147	9	and	and	CCONJ
easat-2930	147	10	systematic	systematic	ADJ
easat-2930	147	11	literature	literature	NOUN
easat-2930	147	12	review	review	NOUN
easat-2930	147	13	are	be	AUX
easat-2930	147	14	the	the	DET
easat-2930	147	15	same	same	ADJ
easat-2930	147	16	in	in	ADP
easat-2930	147	17	order	order	NOUN
easat-2930	147	18	to	to	PART
easat-2930	147	19	guarantee	guarantee	VERB
easat-2930	147	20	coherence	coherence	NOUN
easat-2930	147	21	and	and	CCONJ
easat-2930	147	22	consistency	consistency	NOUN
easat-2930	147	23	.	.	PUNCT
easat-2930	148	1	to	to	PART
easat-2930	148	2	conduct	conduct	VERB
easat-2930	148	3	bibliometric	bibliometric	ADJ
easat-2930	148	4	analyses	analysis	NOUN
easat-2930	148	5	,	,	PUNCT
easat-2930	148	6	authors	author	NOUN
easat-2930	148	7	retrieved	retrieve	VERB
easat-2930	148	8	papers	paper	NOUN
easat-2930	148	9	from	from	ADP
easat-2930	148	10	databases	database	NOUN
easat-2930	148	11	such	such	ADJ
easat-2930	148	12	as	as	ADP
easat-2930	148	13	scopus	scopus	NOUN
easat-2930	148	14	,	,	PUNCT
easat-2930	148	15	web	web	NOUN
easat-2930	148	16	of	of	ADP
easat-2930	148	17	science	science	NOUN
easat-2930	148	18	(	(	PUNCT
easat-2930	148	19	wos	wos	NOUN
easat-2930	148	20	)	)	PUNCT
easat-2930	148	21	,	,	PUNCT
easat-2930	148	22	and	and	CCONJ
easat-2930	148	23	google	google	PROPN
easat-2930	148	24	scholar	scholar	NOUN
easat-2930	148	25	(	(	PUNCT
easat-2930	148	26	robledo	robledo	PROPN
easat-2930	148	27	et	et	PROPN
easat-2930	148	28	al	al	PROPN
easat-2930	148	29	.	.	PROPN
easat-2930	148	30	,	,	PUNCT
easat-2930	148	31	2021	2021	NUM
easat-2930	148	32	)	)	PUNCT
easat-2930	148	33	.	.	PUNCT
easat-2930	149	1	through	through	ADP
easat-2930	149	2	the	the	DET
easat-2930	149	3	use	use	NOUN
easat-2930	149	4	of	of	ADP
easat-2930	149	5	bibliometric	bibliometric	ADJ
easat-2930	149	6	methodologies	methodology	NOUN
easat-2930	149	7	,	,	PUNCT
easat-2930	149	8	which	which	PRON
easat-2930	149	9	developed	develop	VERB
easat-2930	149	10	the	the	DET
easat-2930	149	11	conceptual	conceptual	ADJ
easat-2930	149	12	and	and	CCONJ
easat-2930	149	13	4296	4296	NUM
easat-2930	149	14	edelweiss	edelweiss	PROPN
easat-2930	149	15	applied	apply	VERB
easat-2930	149	16	science	science	NOUN
easat-2930	149	17	and	and	CCONJ
easat-2930	149	18	technology	technology	NOUN
easat-2930	149	19	issn	issn	PROPN
easat-2930	149	20	:	:	PUNCT
easat-2930	149	21	2576	2576	NUM
easat-2930	149	22	-	-	SYM
easat-2930	149	23	8484	8484	NUM
easat-2930	149	24	vol	vol	NOUN
easat-2930	149	25	.	.	PROPN
easat-2930	149	26	8	8	NUM
easat-2930	149	27	,	,	PUNCT
easat-2930	149	28	no	no	INTJ
easat-2930	149	29	.	.	NOUN
easat-2930	150	1	6	6	NUM
easat-2930	150	2	:	:	SYM
easat-2930	150	3	4291	4291	NUM
easat-2930	150	4	-	-	SYM
easat-2930	150	5	4307	4307	NUM
easat-2930	150	6	,	,	PUNCT
easat-2930	150	7	2024	2024	NUM
easat-2930	150	8	doi	doi	NOUN
easat-2930	150	9	:	:	PUNCT
easat-2930	150	10	10.55214/25768484.v8i6.2930	10.55214/25768484.v8i6.2930	NUM
easat-2930	150	11	©	©	ADP
easat-2930	150	12	2024	2024	NUM
easat-2930	150	13	by	by	ADP
easat-2930	150	14	the	the	DET
easat-2930	150	15	authors	author	NOUN
easat-2930	150	16	;	;	PUNCT
easat-2930	150	17	licensee	licensee	PROPN
easat-2930	150	18	learning	learn	VERB
easat-2930	150	19	gate	gate	VERB
easat-2930	150	20	intellectual	intellectual	ADJ
easat-2930	150	21	framework	framework	NOUN
easat-2930	150	22	that	that	PRON
easat-2930	150	23	enabled	enable	VERB
easat-2930	150	24	authors	author	NOUN
easat-2930	150	25	to	to	PART
easat-2930	150	26	deduce	deduce	VERB
easat-2930	150	27	meanings	meaning	NOUN
easat-2930	150	28	through	through	ADP
easat-2930	150	29	co	co	NOUN
easat-2930	150	30	-	-	NOUN
easat-2930	150	31	word	word	NOUN
easat-2930	150	32	,	,	PUNCT
easat-2930	150	33	co	co	NOUN
easat-2930	150	34	-	-	NOUN
easat-2930	150	35	citation	citation	NOUN
easat-2930	150	36	,	,	PUNCT
easat-2930	150	37	and	and	CCONJ
easat-2930	150	38	coauthorship	coauthorship	NOUN
easat-2930	150	39	analysis	analysis	NOUN
easat-2930	150	40	,	,	PUNCT
easat-2930	150	41	the	the	DET
easat-2930	150	42	extracted	extract	VERB
easat-2930	150	43	documents	document	NOUN
easat-2930	150	44	from	from	ADP
easat-2930	150	45	any	any	PRON
easat-2930	150	46	of	of	ADP
easat-2930	150	47	the	the	DET
easat-2930	150	48	aforementioned	aforementioned	ADJ
easat-2930	150	49	sources	source	NOUN
easat-2930	150	50	are	be	AUX
easat-2930	150	51	examined	examine	VERB
easat-2930	150	52	.	.	PUNCT
easat-2930	151	1	the	the	DET
easat-2930	151	2	research	research	NOUN
easat-2930	151	3	impact	impact	NOUN
easat-2930	151	4	of	of	ADP
easat-2930	151	5	the	the	DET
easat-2930	151	6	published	publish	VERB
easat-2930	151	7	papers	paper	NOUN
easat-2930	151	8	was	be	AUX
easat-2930	151	9	determined	determine	VERB
easat-2930	151	10	using	use	VERB
easat-2930	151	11	a	a	DET
easat-2930	151	12	variety	variety	NOUN
easat-2930	151	13	of	of	ADP
easat-2930	151	14	bibliometric	bibliometric	ADJ
easat-2930	151	15	indices	index	NOUN
easat-2930	151	16	,	,	PUNCT
easat-2930	151	17	including	include	VERB
easat-2930	151	18	citation	citation	NOUN
easat-2930	151	19	counts	count	NOUN
easat-2930	151	20	by	by	ADP
easat-2930	151	21	paper	paper	NOUN
easat-2930	151	22	,	,	PUNCT
easat-2930	151	23	author	author	NOUN
easat-2930	151	24	and	and	CCONJ
easat-2930	151	25	institution	institution	NOUN
easat-2930	151	26	and	and	CCONJ
easat-2930	151	27	nation	nation	NOUN
easat-2930	151	28	(	(	PUNCT
easat-2930	151	29	rahman	rahman	PROPN
easat-2930	151	30	et	et	PROPN
easat-2930	151	31	al	al	PROPN
easat-2930	151	32	.	.	PROPN
easat-2930	151	33	,	,	PUNCT
easat-2930	151	34	2024	2024	NUM
easat-2930	151	35	)	)	PUNCT
easat-2930	151	36	.	.	PUNCT
easat-2930	152	1	according	accord	VERB
easat-2930	152	2	to	to	ADP
easat-2930	152	3	yeldho	yeldho	NOUN
easat-2930	152	4	et	et	PROPN
easat-2930	152	5	al	al	PROPN
easat-2930	152	6	.	.	PROPN
easat-2930	153	1	(	(	PUNCT
easat-2930	153	2	2024	2024	NUM
easat-2930	153	3	)	)	PUNCT
easat-2930	153	4	,	,	PUNCT
easat-2930	153	5	the	the	DET
easat-2930	153	6	study	study	NOUN
easat-2930	153	7	on	on	ADP
easat-2930	153	8	machine	machine	NOUN
easat-2930	153	9	learning	learning	NOUN
easat-2930	153	10	in	in	ADP
easat-2930	153	11	the	the	DET
easat-2930	153	12	context	context	NOUN
easat-2930	153	13	of	of	ADP
easat-2930	153	14	information	information	NOUN
easat-2930	153	15	security	security	NOUN
easat-2930	153	16	emerged	emerge	VERB
easat-2930	153	17	in	in	ADP
easat-2930	153	18	the	the	DET
easat-2930	153	19	research	research	NOUN
easat-2930	153	20	area	area	NOUN
easat-2930	153	21	,	,	PUNCT
easat-2930	153	22	nearly	nearly	ADV
easat-2930	153	23	every	every	PRON
easat-2930	153	24	item	item	NOUN
easat-2930	153	25	being	be	AUX
easat-2930	153	26	released	release	VERB
easat-2930	153	27	between	between	ADP
easat-2930	153	28	2020	2020	NUM
easat-2930	153	29	to	to	ADP
easat-2930	153	30	2024	2024	NUM
easat-2930	153	31	.	.	PUNCT
easat-2930	154	1	because	because	SCONJ
easat-2930	154	2	of	of	ADP
easat-2930	154	3	this	this	PRON
easat-2930	154	4	,	,	PUNCT
easat-2930	154	5	the	the	DET
easat-2930	154	6	screening	screening	NOUN
easat-2930	154	7	procedure	procedure	NOUN
easat-2930	154	8	focused	focus	VERB
easat-2930	154	9	on	on	ADP
easat-2930	154	10	quality	quality	NOUN
easat-2930	154	11	as	as	SCONJ
easat-2930	154	12	opposed	oppose	VERB
easat-2930	154	13	to	to	ADP
easat-2930	154	14	quantity	quantity	NOUN
easat-2930	154	15	.	.	PUNCT
easat-2930	155	1	the	the	DET
easat-2930	155	2	scopus	scopus	NOUN
easat-2930	155	3	,	,	PUNCT
easat-2930	155	4	web	web	NOUN
easat-2930	155	5	of	of	ADP
easat-2930	155	6	science	science	NOUN
easat-2930	155	7	,	,	PUNCT
easat-2930	155	8	google	google	PROPN
easat-2930	155	9	scholar	scholar	NOUN
easat-2930	155	10	and	and	CCONJ
easat-2930	155	11	other	other	ADJ
easat-2930	155	12	searches	search	NOUN
easat-2930	155	13	comprised	comprise	VERB
easat-2930	155	14	the	the	DET
easat-2930	155	15	following	follow	VERB
easat-2930	155	16	keywords	keyword	NOUN
easat-2930	155	17	:	:	PUNCT
easat-2930	155	18	“	"	PUNCT
easat-2930	155	19	machine	machine	NOUN
easat-2930	155	20	learning	learn	VERB
easat-2930	155	21	“	"	PUNCT
easat-2930	155	22	,	,	PUNCT
easat-2930	155	23	“	"	PUNCT
easat-2930	155	24	machine	machine	NOUN
easat-2930	155	25	learning	learning	NOUN
easat-2930	155	26	algorithms	algorithm	NOUN
easat-2930	155	27	”	"	PUNCT
easat-2930	155	28	,	,	PUNCT
easat-2930	155	29	“	"	PUNCT
easat-2930	155	30	information	information	NOUN
easat-2930	155	31	security	security	NOUN
easat-2930	155	32	”	"	PUNCT
easat-2930	155	33	,	,	PUNCT
easat-2930	155	34	“	"	PUNCT
easat-2930	155	35	threat	threat	NOUN
easat-2930	155	36	detection	detection	NOUN
easat-2930	155	37	”	"	PUNCT
easat-2930	155	38	,	,	PUNCT
easat-2930	155	39	fraud	fraud	NOUN
easat-2930	155	40	detection	detection	NOUN
easat-2930	155	41	.	.	PUNCT
easat-2930	156	1	the	the	DET
easat-2930	156	2	only	only	ADJ
easat-2930	156	3	works	work	NOUN
easat-2930	156	4	considered	consider	VERB
easat-2930	156	5	were	be	AUX
easat-2930	156	6	peer	peer	NOUN
easat-2930	156	7	-	-	PUNCT
easat-2930	156	8	reviewed	review	VERB
easat-2930	156	9	studies	study	NOUN
easat-2930	156	10	in	in	ADP
easat-2930	156	11	the	the	DET
easat-2930	156	12	fields	field	NOUN
easat-2930	156	13	of	of	ADP
easat-2930	156	14	artificial	artificial	ADJ
easat-2930	156	15	intelligence	intelligence	NOUN
easat-2930	156	16	,	,	PUNCT
easat-2930	156	17	machine	machine	NOUN
easat-2930	156	18	learning	learning	NOUN
easat-2930	156	19	,	,	PUNCT
easat-2930	156	20	and	and	CCONJ
easat-2930	156	21	data	datum	NOUN
easat-2930	156	22	science	science	NOUN
easat-2930	156	23	.	.	PUNCT
easat-2930	157	1	(	(	PUNCT
easat-2930	157	2	sundaram	sundaram	PROPN
easat-2930	157	3	nanhay	nanhay	PROPN
easat-2930	157	4	singh	singh	PROPN
easat-2930	157	5	,	,	PUNCT
easat-2930	157	6	2023	2023	NUM
easat-2930	157	7	)	)	PUNCT
easat-2930	157	8	.	.	PUNCT
easat-2930	158	1	the	the	DET
easat-2930	158	2	search	search	NOUN
easat-2930	158	3	yielded	yield	VERB
easat-2930	158	4	titles	title	NOUN
easat-2930	158	5	,	,	PUNCT
easat-2930	158	6	keywords	keyword	NOUN
easat-2930	158	7	,	,	PUNCT
easat-2930	158	8	citations	citation	NOUN
easat-2930	158	9	,	,	PUNCT
easat-2930	158	10	abstracts	abstract	NOUN
easat-2930	158	11	,	,	PUNCT
easat-2930	158	12	and	and	CCONJ
easat-2930	158	13	all	all	DET
easat-2930	158	14	other	other	ADJ
easat-2930	158	15	relevant	relevant	ADJ
easat-2930	158	16	research	research	NOUN
easat-2930	158	17	information	information	NOUN
easat-2930	158	18	.	.	PUNCT
easat-2930	159	1	the	the	DET
easat-2930	159	2	authors	author	NOUN
easat-2930	159	3	located	locate	VERB
easat-2930	159	4	2441	2441	NUM
easat-2930	159	5	papers	paper	NOUN
easat-2930	159	6	using	use	VERB
easat-2930	159	7	the	the	DET
easat-2930	159	8	given	give	VERB
easat-2930	159	9	keywords	keyword	NOUN
easat-2930	159	10	,	,	PUNCT
easat-2930	159	11	of	of	ADP
easat-2930	159	12	these	these	PRON
easat-2930	159	13	,	,	PUNCT
easat-2930	159	14	they	they	PRON
easat-2930	159	15	determined	determine	VERB
easat-2930	159	16	743	743	NUM
easat-2930	159	17	papers	paper	NOUN
easat-2930	159	18	that	that	PRON
easat-2930	159	19	meet	meet	VERB
easat-2930	159	20	the	the	DET
easat-2930	159	21	study	study	NOUN
easat-2930	159	22	’s	’s	PART
easat-2930	159	23	eligibility	eligibility	NOUN
easat-2930	159	24	requirements	requirement	NOUN
easat-2930	159	25	(	(	PUNCT
easat-2930	159	26	pearson	pearson	PROPN
easat-2930	159	27	,	,	PUNCT
easat-2930	159	28	2024	2024	NUM
easat-2930	159	29	)	)	PUNCT
easat-2930	159	30	.	.	PUNCT
easat-2930	160	1	the	the	DET
easat-2930	160	2	topic	topic	NOUN
easat-2930	160	3	matter	matter	NOUN
easat-2930	160	4	was	be	AUX
easat-2930	160	5	restricted	restrict	VERB
easat-2930	160	6	to	to	ADP
easat-2930	160	7	data	data	NOUN
easat-2930	160	8	science	science	NOUN
easat-2930	160	9	,	,	PUNCT
easat-2930	160	10	information	information	NOUN
easat-2930	160	11	security	security	NOUN
easat-2930	160	12	,	,	PUNCT
easat-2930	160	13	machine	machine	NOUN
easat-2930	160	14	learning	learning	NOUN
easat-2930	160	15	,	,	PUNCT
easat-2930	160	16	artificial	artificial	ADJ
easat-2930	160	17	intelligence	intelligence	NOUN
easat-2930	160	18	,	,	PUNCT
easat-2930	160	19	and	and	CCONJ
easat-2930	160	20	machine	machine	NOUN
easat-2930	160	21	learning	learn	VERB
easat-2930	160	22	techniques	technique	NOUN
easat-2930	160	23	and	and	CCONJ
easat-2930	160	24	applications	application	NOUN
easat-2930	160	25	,	,	PUNCT
easat-2930	160	26	bringing	bring	VERB
easat-2930	160	27	the	the	DET
easat-2930	160	28	total	total	NOUN
easat-2930	160	29	to	to	ADP
easat-2930	160	30	743	743	NUM
easat-2930	160	31	publications	publication	NOUN
easat-2930	160	32	.	.	PUNCT
easat-2930	161	1	thus	thus	ADV
easat-2930	161	2	,	,	PUNCT
easat-2930	161	3	reviewbased	reviewbase	VERB
easat-2930	161	4	qualitative	qualitative	ADJ
easat-2930	161	5	research	research	NOUN
easat-2930	161	6	was	be	AUX
easat-2930	161	7	not	not	PART
easat-2930	161	8	included	include	VERB
easat-2930	161	9	in	in	ADP
easat-2930	161	10	the	the	DET
easat-2930	161	11	study	study	NOUN
easat-2930	161	12	(	(	PUNCT
easat-2930	161	13	divya	divya	PROPN
easat-2930	161	14	et	et	PROPN
easat-2930	161	15	al	al	PROPN
easat-2930	161	16	.	.	PROPN
easat-2930	161	17	,	,	PUNCT
easat-2930	161	18	2023	2023	NUM
easat-2930	161	19	)	)	PUNCT
easat-2930	161	20	.	.	PUNCT
easat-2930	162	1	115	115	NUM
easat-2930	162	2	studies	study	NOUN
easat-2930	162	3	remained	remain	VERB
easat-2930	162	4	finally	finally	ADV
easat-2930	162	5	after	after	SCONJ
easat-2930	162	6	228	228	NUM
easat-2930	162	7	were	be	AUX
easat-2930	162	8	eliminated	eliminate	VERB
easat-2930	162	9	.	.	PUNCT
easat-2930	163	1	following	follow	VERB
easat-2930	163	2	the	the	DET
easat-2930	163	3	processes	process	NOUN
easat-2930	163	4	of	of	ADP
easat-2930	163	5	data	datum	NOUN
easat-2930	163	6	inclusion	inclusion	NOUN
easat-2930	163	7	,	,	PUNCT
easat-2930	163	8	exclusion	exclusion	NOUN
easat-2930	163	9	,	,	PUNCT
easat-2930	163	10	and	and	CCONJ
easat-2930	163	11	segmentation	segmentation	NOUN
easat-2930	163	12	,	,	PUNCT
easat-2930	163	13	the	the	DET
easat-2930	163	14	author	author	NOUN
easat-2930	163	15	read	read	VERB
easat-2930	163	16	through	through	ADP
easat-2930	163	17	the	the	DET
easat-2930	163	18	literature	literature	NOUN
easat-2930	163	19	on	on	ADP
easat-2930	163	20	threat	threat	NOUN
easat-2930	163	21	detection	detection	NOUN
easat-2930	163	22	,	,	PUNCT
easat-2930	163	23	machine	machine	NOUN
easat-2930	163	24	learning	learning	NOUN
easat-2930	163	25	and	and	CCONJ
easat-2930	163	26	information	information	NOUN
easat-2930	163	27	security	security	NOUN
easat-2930	163	28	(	(	PUNCT
easat-2930	163	29	milon	milon	PROPN
easat-2930	163	30	et	et	PROPN
easat-2930	163	31	al	al	PROPN
easat-2930	163	32	.	.	PROPN
easat-2930	163	33	,	,	PUNCT
easat-2930	163	34	2024	2024	NUM
easat-2930	163	35	)	)	PUNCT
easat-2930	163	36	.	.	PUNCT
easat-2930	164	1	from	from	ADP
easat-2930	164	2	the	the	DET
easat-2930	164	3	perspective	perspective	NOUN
easat-2930	164	4	of	of	ADP
easat-2930	164	5	haddaway	haddaway	PROPN
easat-2930	164	6	,	,	PUNCT
easat-2930	164	7	(	(	PUNCT
easat-2930	164	8	2022	2022	NUM
easat-2930	164	9	)	)	PUNCT
easat-2930	164	10	,	,	PUNCT
easat-2930	164	11	the	the	DET
easat-2930	164	12	author	author	NOUN
easat-2930	164	13	conducted	conduct	VERB
easat-2930	164	14	a	a	DET
easat-2930	164	15	manual	manual	ADJ
easat-2930	164	16	search	search	NOUN
easat-2930	164	17	for	for	ADP
easat-2930	164	18	the	the	DET
easat-2930	164	19	document	document	NOUN
easat-2930	164	20	.	.	PUNCT
easat-2930	165	1	the	the	DET
easat-2930	165	2	author	author	NOUN
easat-2930	165	3	started	start	VERB
easat-2930	165	4	by	by	ADP
easat-2930	165	5	conducting	conduct	VERB
easat-2930	165	6	a	a	DET
easat-2930	165	7	google	google	PROPN
easat-2930	165	8	scholar	scholar	NOUN
easat-2930	165	9	search	search	NOUN
easat-2930	165	10	using	use	VERB
easat-2930	165	11	two	two	NUM
easat-2930	165	12	or	or	CCONJ
easat-2930	165	13	more	more	ADJ
easat-2930	165	14	keywords	keyword	NOUN
easat-2930	165	15	related	relate	VERB
easat-2930	165	16	to	to	ADP
easat-2930	165	17	the	the	DET
easat-2930	165	18	body	body	NOUN
easat-2930	165	19	of	of	ADP
easat-2930	165	20	current	current	ADJ
easat-2930	165	21	literature	literature	NOUN
easat-2930	165	22	.	.	PUNCT
easat-2930	166	1	second	second	ADJ
easat-2930	166	2	,	,	PUNCT
easat-2930	166	3	the	the	DET
easat-2930	166	4	writers	writer	NOUN
easat-2930	166	5	reviewed	review	VERB
easat-2930	166	6	the	the	DET
easat-2930	166	7	included	include	VERB
easat-2930	166	8	articles	article	NOUN
easat-2930	166	9	reference	reference	NOUN
easat-2930	166	10	list	list	NOUN
easat-2930	166	11	.	.	PUNCT
easat-2930	167	1	for	for	ADP
easat-2930	167	2	the	the	DET
easat-2930	167	3	articles	article	NOUN
easat-2930	167	4	included	include	VERB
easat-2930	167	5	in	in	ADP
easat-2930	167	6	the	the	DET
easat-2930	167	7	third	third	ADJ
easat-2930	167	8	stage	stage	NOUN
easat-2930	167	9	,	,	PUNCT
easat-2930	167	10	the	the	DET
easat-2930	167	11	author	author	NOUN
easat-2930	167	12	used	use	VERB
easat-2930	167	13	a	a	DET
easat-2930	167	14	citation	citation	NOUN
easat-2930	167	15	tracking	tracking	NOUN
easat-2930	167	16	system	system	NOUN
easat-2930	167	17	.	.	PUNCT
easat-2930	168	1	citation	citation	NOUN
easat-2930	168	2	tracking	tracking	NOUN
easat-2930	168	3	systems	system	NOUN
easat-2930	168	4	were	be	AUX
easat-2930	168	5	typically	typically	ADV
easat-2930	168	6	accessible	accessible	ADJ
easat-2930	168	7	through	through	ADP
easat-2930	168	8	indexing	indexing	NOUN
easat-2930	168	9	services	service	NOUN
easat-2930	168	10	like	like	ADP
easat-2930	168	11	the	the	DET
easat-2930	168	12	scopus	scopus	NOUN
easat-2930	168	13	and	and	CCONJ
easat-2930	168	14	the	the	DET
easat-2930	168	15	web	web	NOUN
easat-2930	168	16	of	of	ADP
easat-2930	168	17	science	science	NOUN
easat-2930	168	18	.	.	PUNCT
easat-2930	169	1	when	when	SCONJ
easat-2930	169	2	an	an	DET
easat-2930	169	3	article	article	NOUN
easat-2930	169	4	was	be	AUX
easat-2930	169	5	manually	manually	ADV
easat-2930	169	6	searched	search	VERB
easat-2930	169	7	,	,	PUNCT
easat-2930	169	8	the	the	DET
easat-2930	169	9	research	research	NOUN
easat-2930	169	10	engines	engine	NOUN
easat-2930	169	11	returned	return	VERB
easat-2930	169	12	appropriate	appropriate	ADJ
easat-2930	169	13	results	result	NOUN
easat-2930	169	14	based	base	VERB
easat-2930	169	15	on	on	ADP
easat-2930	169	16	the	the	DET
easat-2930	169	17	user	user	NOUN
easat-2930	169	18	's	's	PART
easat-2930	169	19	search	search	NOUN
easat-2930	169	20	query	query	NOUN
easat-2930	169	21	title	title	NOUN
easat-2930	169	22	(	(	PUNCT
easat-2930	169	23	faraji	faraji	NOUN
easat-2930	169	24	et	et	PROPN
easat-2930	169	25	al	al	PROPN
easat-2930	169	26	.	.	PROPN
easat-2930	169	27	,	,	PUNCT
easat-2930	169	28	2024	2024	NUM
easat-2930	169	29	)	)	PUNCT
easat-2930	169	30	.	.	PUNCT
easat-2930	170	1	following	follow	VERB
easat-2930	170	2	data	data	PROPN
easat-2930	170	3	collection	collection	NOUN
easat-2930	170	4	,	,	PUNCT
easat-2930	170	5	the	the	DET
easat-2930	170	6	author	author	NOUN
easat-2930	170	7	creates	create	VERB
easat-2930	170	8	themes	theme	NOUN
easat-2930	170	9	and	and	CCONJ
easat-2930	170	10	cultures	culture	NOUN
easat-2930	170	11	using	use	VERB
easat-2930	170	12	a	a	DET
easat-2930	170	13	variety	variety	NOUN
easat-2930	170	14	of	of	ADP
easat-2930	170	15	bibliometric	bibliometric	ADJ
easat-2930	170	16	research	research	NOUN
easat-2930	170	17	methods	method	NOUN
easat-2930	170	18	that	that	PRON
easat-2930	170	19	were	be	AUX
easat-2930	170	20	based	base	VERB
easat-2930	170	21	on	on	ADP
easat-2930	170	22	machine	machine	NOUN
easat-2930	170	23	generated	generate	VERB
easat-2930	170	24	algorithms	algorithm	NOUN
easat-2930	170	25	.	.	PUNCT
easat-2930	171	1	selecting	select	VERB
easat-2930	171	2	the	the	DET
easat-2930	171	3	proper	proper	ADJ
easat-2930	171	4	ml	ml	NOUN
easat-2930	171	5	applications	application	NOUN
easat-2930	171	6	for	for	ADP
easat-2930	171	7	specific	specific	ADJ
easat-2930	171	8	problems	problem	NOUN
easat-2930	171	9	was	be	AUX
easat-2930	171	10	challenging	challenge	VERB
easat-2930	171	11	and	and	CCONJ
easat-2930	171	12	also	also	ADV
easat-2930	171	13	related	relate	VERB
easat-2930	171	14	to	to	ADP
easat-2930	171	15	the	the	DET
easat-2930	171	16	proper	proper	ADJ
easat-2930	171	17	techniques	technique	NOUN
easat-2930	171	18	.	.	PUNCT
easat-2930	172	1	nevertheless	nevertheless	ADV
easat-2930	172	2	,	,	PUNCT
easat-2930	172	3	the	the	DET
easat-2930	172	4	use	use	NOUN
easat-2930	172	5	of	of	ADP
easat-2930	172	6	ml	ml	NOUN
easat-2930	172	7	in	in	ADP
easat-2930	172	8	preventative	preventative	ADJ
easat-2930	172	9	defence	defence	NOUN
easat-2930	172	10	systems	system	NOUN
easat-2930	172	11	in	in	ADP
easat-2930	172	12	cybersecurity	cybersecurity	NOUN
easat-2930	172	13	(	(	PUNCT
easat-2930	172	14	dhibar	dhibar	PROPN
easat-2930	172	15	&	&	CCONJ
easat-2930	172	16	maji	maji	PROPN
easat-2930	172	17	,	,	PUNCT
easat-2930	172	18	2023	2023	NUM
easat-2930	172	19	)	)	PUNCT
easat-2930	172	20	.	.	PUNCT
easat-2930	173	1	ml	ml	AUX
easat-2930	173	2	contributed	contribute	VERB
easat-2930	173	3	to	to	ADP
easat-2930	173	4	a	a	DET
easat-2930	173	5	more	more	ADV
easat-2930	173	6	intelligent	intelligent	ADJ
easat-2930	173	7	,	,	PUNCT
easat-2930	173	8	adaptive	adaptive	ADJ
easat-2930	173	9	and	and	CCONJ
easat-2930	173	10	efficient	efficient	ADJ
easat-2930	173	11	defence	defence	NOUN
easat-2930	173	12	posture	posture	NOUN
easat-2930	173	13	.	.	PUNCT
easat-2930	174	1	the	the	DET
easat-2930	174	2	purpose	purpose	NOUN
easat-2930	174	3	,	,	PUNCT
easat-2930	174	4	benefits	benefit	NOUN
easat-2930	174	5	,	,	PUNCT
easat-2930	174	6	and	and	CCONJ
easat-2930	174	7	limitations	limitation	NOUN
easat-2930	174	8	of	of	ADP
easat-2930	174	9	machine	machine	NOUN
easat-2930	174	10	learning	learn	VERB
easat-2930	174	11	in	in	ADP
easat-2930	174	12	information	information	NOUN
easat-2930	174	13	security	security	NOUN
easat-2930	174	14	are	be	AUX
easat-2930	174	15	discussed	discuss	VERB
easat-2930	174	16	in	in	ADP
easat-2930	174	17	this	this	DET
easat-2930	174	18	article	article	NOUN
easat-2930	174	19	along	along	ADP
easat-2930	174	20	with	with	ADP
easat-2930	174	21	its	its	PRON
easat-2930	174	22	current	current	ADJ
easat-2930	174	23	applications	application	NOUN
easat-2930	174	24	(	(	PUNCT
easat-2930	174	25	kumari	kumari	PROPN
easat-2930	174	26	et	et	PROPN
easat-2930	174	27	al	al	PROPN
easat-2930	174	28	.	.	PROPN
easat-2930	174	29	,	,	PUNCT
easat-2930	174	30	2023	2023	NUM
easat-2930	174	31	)	)	PUNCT
easat-2930	174	32	.	.	PUNCT
easat-2930	175	1	real	real	ADJ
easat-2930	175	2	time	time	NOUN
easat-2930	175	3	data	datum	NOUN
easat-2930	175	4	analysts	analyst	NOUN
easat-2930	175	5	used	use	VERB
easat-2930	175	6	ml	ml	NOUN
easat-2930	175	7	for	for	ADP
easat-2930	175	8	quicker	quick	ADJ
easat-2930	175	9	threat	threat	NOUN
easat-2930	175	10	detection	detection	NOUN
easat-2930	175	11	and	and	CCONJ
easat-2930	175	12	response	response	NOUN
easat-2930	175	13	.	.	PUNCT
easat-2930	176	1	the	the	DET
easat-2930	176	2	primary	primary	ADJ
easat-2930	176	3	research	research	NOUN
easat-2930	176	4	gap	gap	NOUN
easat-2930	176	5	in	in	ADP
easat-2930	176	6	the	the	DET
easat-2930	176	7	field	field	NOUN
easat-2930	176	8	of	of	ADP
easat-2930	176	9	machine	machine	NOUN
easat-2930	176	10	learning	learning	NOUN
easat-2930	176	11	was	be	AUX
easat-2930	176	12	the	the	DET
easat-2930	176	13	absence	absence	NOUN
easat-2930	176	14	of	of	ADP
easat-2930	176	15	evaluation	evaluation	NOUN
easat-2930	176	16	in	in	ADP
easat-2930	176	17	real	real	ADJ
easat-2930	176	18	world	world	NOUN
easat-2930	176	19	settings	setting	NOUN
easat-2930	176	20	,	,	PUNCT
easat-2930	176	21	design	design	NOUN
easat-2930	176	22	and	and	CCONJ
easat-2930	176	23	development	development	NOUN
easat-2930	176	24	with	with	ADP
easat-2930	176	25	specific	specific	ADJ
easat-2930	176	26	use	use	NOUN
easat-2930	176	27	cases	case	NOUN
easat-2930	176	28	and	and	CCONJ
easat-2930	176	29	well	well	ADV
easat-2930	176	30	stated	state	VERB
easat-2930	176	31	explain	explain	VERB
easat-2930	176	32	ability	ability	NOUN
easat-2930	176	33	goals	goal	NOUN
easat-2930	176	34	in	in	ADP
easat-2930	176	35	mind	mind	NOUN
easat-2930	176	36	.	.	PUNCT
easat-2930	177	1	based	base	VERB
easat-2930	177	2	on	on	ADP
easat-2930	177	3	the	the	DET
easat-2930	177	4	research	research	NOUN
easat-2930	177	5	gap	gap	NOUN
easat-2930	177	6	,	,	PUNCT
easat-2930	177	7	the	the	DET
easat-2930	177	8	authors	author	NOUN
easat-2930	177	9	analyzed	analyze	VERB
easat-2930	177	10	how	how	SCONJ
easat-2930	177	11	can	can	AUX
easat-2930	177	12	ml	ml	AUX
easat-2930	177	13	approaches	approach	NOUN
easat-2930	177	14	be	be	AUX
easat-2930	177	15	fully	fully	ADV
easat-2930	177	16	implemented	implement	VERB
easat-2930	177	17	to	to	PART
easat-2930	177	18	improve	improve	VERB
easat-2930	177	19	security	security	NOUN
easat-2930	177	20	and	and	CCONJ
easat-2930	177	21	efficiency	efficiency	NOUN
easat-2930	177	22	(	(	PUNCT
easat-2930	177	23	raj	raj	PROPN
easat-2930	177	24	&	&	CCONJ
easat-2930	177	25	saundharya	saundharya	PROPN
easat-2930	177	26	thejaswini	thejaswini	NOUN
easat-2930	177	27	,	,	PUNCT
easat-2930	177	28	2022	2022	NUM
easat-2930	177	29	)	)	PUNCT
easat-2930	177	30	.	.	PUNCT
easat-2930	178	1	4297	4297	NUM
easat-2930	178	2	edelweiss	edelweiss	PROPN
easat-2930	178	3	applied	apply	VERB
easat-2930	178	4	science	science	NOUN
easat-2930	178	5	and	and	CCONJ
easat-2930	178	6	technology	technology	NOUN
easat-2930	178	7	issn	issn	PROPN
easat-2930	178	8	:	:	PUNCT
easat-2930	178	9	2576	2576	NUM
easat-2930	178	10	-	-	SYM
easat-2930	178	11	8484	8484	NUM
easat-2930	178	12	vol	vol	NOUN
easat-2930	178	13	.	.	PROPN
easat-2930	178	14	8	8	NUM
easat-2930	178	15	,	,	PUNCT
easat-2930	178	16	no	no	INTJ
easat-2930	178	17	.	.	NOUN
easat-2930	179	1	6	6	NUM
easat-2930	179	2	:	:	SYM
easat-2930	179	3	4291	4291	NUM
easat-2930	179	4	-	-	SYM
easat-2930	179	5	4307	4307	NUM
easat-2930	179	6	,	,	PUNCT
easat-2930	179	7	2024	2024	NUM
easat-2930	179	8	doi	doi	NOUN
easat-2930	179	9	:	:	PUNCT
easat-2930	179	10	10.55214/25768484.v8i6.2930	10.55214/25768484.v8i6.2930	NUM
easat-2930	179	11	©	©	ADP
easat-2930	179	12	2024	2024	NUM
easat-2930	179	13	by	by	ADP
easat-2930	179	14	the	the	DET
easat-2930	179	15	authors	author	NOUN
easat-2930	179	16	;	;	PUNCT
easat-2930	179	17	licensee	licensee	PROPN
easat-2930	179	18	learning	learn	VERB
easat-2930	179	19	gate	gate	PROPN
easat-2930	179	20	figure	figure	NOUN
easat-2930	179	21	3	3	NUM
easat-2930	179	22	.	.	PUNCT
easat-2930	179	23	methodology	methodology	NOUN
easat-2930	179	24	.	.	PUNCT
easat-2930	180	1	rai	rai	PROPN
easat-2930	180	2	et	et	PROPN
easat-2930	180	3	al	al	PROPN
easat-2930	180	4	.	.	PROPN
easat-2930	180	5	(	(	PUNCT
easat-2930	180	6	2024	2024	NUM
easat-2930	180	7	)	)	PUNCT
easat-2930	180	8	subsequently	subsequently	ADV
easat-2930	180	9	declared	declare	VERB
easat-2930	180	10	that	that	SCONJ
easat-2930	180	11	in	in	ADP
easat-2930	180	12	order	order	NOUN
easat-2930	180	13	to	to	PART
easat-2930	180	14	safeguards	safeguard	VERB
easat-2930	180	15	their	their	PRON
easat-2930	180	16	networks	network	NOUN
easat-2930	180	17	and	and	CCONJ
easat-2930	180	18	data	datum	NOUN
easat-2930	180	19	,	,	PUNCT
easat-2930	180	20	individual	individual	NOUN
easat-2930	180	21	and	and	CCONJ
easat-2930	180	22	organizations	organization	NOUN
easat-2930	180	23	needed	need	VERB
easat-2930	180	24	to	to	PART
easat-2930	180	25	give	give	VERB
easat-2930	180	26	priority	priority	NOUN
easat-2930	180	27	to	to	ADP
easat-2930	180	28	their	their	PRON
easat-2930	180	29	security	security	NOUN
easat-2930	180	30	systems	system	NOUN
easat-2930	180	31	.	.	PUNCT
easat-2930	181	1	this	this	PRON
easat-2930	181	2	meant	mean	VERB
easat-2930	181	3	investing	invest	VERB
easat-2930	181	4	in	in	ADP
easat-2930	181	5	cutting	cut	VERB
easat-2930	181	6	edge	edge	NOUN
easat-2930	181	7	technologies	technology	NOUN
easat-2930	181	8	like	like	ADP
easat-2930	181	9	artificial	artificial	ADJ
easat-2930	181	10	intelligence	intelligence	NOUN
easat-2930	181	11	and	and	CCONJ
easat-2930	181	12	machine	machine	NOUN
easat-2930	181	13	learning	learning	NOUN
easat-2930	181	14	as	as	ADV
easat-2930	181	15	well	well	ADV
easat-2930	181	16	as	as	ADP
easat-2930	181	17	putting	put	VERB
easat-2930	181	18	robust	robust	ADJ
easat-2930	181	19	security	security	NOUN
easat-2930	181	20	and	and	CCONJ
easat-2930	181	21	protections	protection	NOUN
easat-2930	181	22	in	in	ADP
easat-2930	181	23	place	place	NOUN
easat-2930	181	24	.	.	PUNCT
easat-2930	182	1	this	this	DET
easat-2930	182	2	study	study	NOUN
easat-2930	182	3	served	serve	VERB
easat-2930	182	4	as	as	ADP
easat-2930	182	5	a	a	DET
easat-2930	182	6	guide	guide	NOUN
easat-2930	182	7	for	for	ADP
easat-2930	182	8	the	the	DET
easat-2930	182	9	researchers	researcher	NOUN
easat-2930	182	10	as	as	SCONJ
easat-2930	182	11	they	they	PRON
easat-2930	182	12	highlighted	highlight	VERB
easat-2930	182	13	the	the	DET
easat-2930	182	14	role	role	NOUN
easat-2930	182	15	,	,	PUNCT
easat-2930	182	16	methods	method	NOUN
easat-2930	182	17	and	and	CCONJ
easat-2930	182	18	significance	significance	NOUN
easat-2930	182	19	of	of	ADP
easat-2930	182	20	ml	ml	PROPN
easat-2930	182	21	in	in	ADP
easat-2930	182	22	information	information	NOUN
easat-2930	182	23	security	security	NOUN
easat-2930	182	24	space	space	NOUN
easat-2930	182	25	(	(	PUNCT
easat-2930	182	26	bhuiyan	bhuiyan	X
easat-2930	182	27	et	et	PROPN
easat-2930	182	28	al	al	PROPN
easat-2930	182	29	.	.	PROPN
easat-2930	182	30	,	,	PUNCT
easat-2930	182	31	2024	2024	NUM
easat-2930	182	32	)	)	PUNCT
easat-2930	182	33	.	.	PUNCT
easat-2930	183	1	this	this	DET
easat-2930	183	2	approach	approach	NOUN
easat-2930	183	3	guaranteed	guarantee	VERB
easat-2930	183	4	that	that	SCONJ
easat-2930	183	5	the	the	DET
easat-2930	183	6	review	review	NOUN
easat-2930	183	7	paper	paper	NOUN
easat-2930	183	8	is	be	AUX
easat-2930	183	9	detailed	detail	VERB
easat-2930	183	10	,	,	PUNCT
easat-2930	183	11	transparent	transparent	ADJ
easat-2930	183	12	,	,	PUNCT
easat-2930	183	13	and	and	CCONJ
easat-2930	183	14	repeatable	repeatable	ADJ
easat-2930	183	15	,	,	PUNCT
easat-2930	183	16	offering	offer	VERB
easat-2930	183	17	insightful	insightful	ADJ
easat-2930	183	18	information	information	NOUN
easat-2930	183	19	about	about	ADP
easat-2930	183	20	machine	machine	NOUN
easat-2930	183	21	learning	learn	VERB
easat-2930	183	22	in	in	ADP
easat-2930	183	23	information	information	NOUN
easat-2930	183	24	security	security	NOUN
easat-2930	183	25	.	.	PUNCT
easat-2930	184	1	4	4	X
easat-2930	184	2	.	.	X
easat-2930	184	3	discussion	discussion	NOUN
easat-2930	184	4	4.1	4.1	NUM
easat-2930	184	5	.	.	PUNCT
easat-2930	185	1	introduction	introduction	NOUN
easat-2930	185	2	to	to	ADP
easat-2930	185	3	machine	machine	NOUN
easat-2930	185	4	learning	learning	NOUN
easat-2930	185	5	azoff	azoff	NOUN
easat-2930	185	6	(	(	PUNCT
easat-2930	185	7	2024	2024	NUM
easat-2930	185	8	)	)	PUNCT
easat-2930	185	9	the	the	DET
easat-2930	185	10	capability	capability	NOUN
easat-2930	185	11	of	of	ADP
easat-2930	185	12	a	a	DET
easat-2930	185	13	machine	machine	NOUN
easat-2930	185	14	to	to	PART
easat-2930	185	15	mimic	mimic	VERB
easat-2930	185	16	human	human	ADJ
easat-2930	185	17	intelligence	intelligence	NOUN
easat-2930	185	18	is	be	AUX
easat-2930	185	19	the	the	DET
easat-2930	185	20	definition	definition	NOUN
easat-2930	185	21	of	of	ADP
easat-2930	185	22	machine	machine	NOUN
easat-2930	185	23	learning	learning	NOUN
easat-2930	185	24	,	,	PUNCT
easat-2930	185	25	an	an	DET
easat-2930	185	26	area	area	NOUN
easat-2930	185	27	of	of	ADP
easat-2930	185	28	artificial	artificial	ADJ
easat-2930	185	29	intelligence	intelligence	NOUN
easat-2930	185	30	.	.	PUNCT
easat-2930	186	1	ai	ai	AUX
easat-2930	186	2	systems	system	NOUN
easat-2930	186	3	are	be	AUX
easat-2930	186	4	used	use	VERB
easat-2930	186	5	to	to	PART
easat-2930	186	6	complete	complete	VERB
easat-2930	186	7	difficult	difficult	ADJ
easat-2930	186	8	tasks	task	NOUN
easat-2930	186	9	in	in	ADP
easat-2930	186	10	a	a	DET
easat-2930	186	11	method	method	NOUN
easat-2930	186	12	that	that	PRON
easat-2930	186	13	is	be	AUX
easat-2930	186	14	similar	similar	ADJ
easat-2930	186	15	to	to	ADP
easat-2930	186	16	how	how	SCONJ
easat-2930	186	17	people	people	NOUN
easat-2930	186	18	would	would	AUX
easat-2930	186	19	solve	solve	VERB
easat-2930	186	20	issues	issue	NOUN
easat-2930	186	21	.	.	PUNCT
easat-2930	187	1	supervised	supervise	VERB
easat-2930	187	2	,	,	PUNCT
easat-2930	187	3	unsupervised	unsupervised	ADJ
easat-2930	187	4	,	,	PUNCT
easat-2930	187	5	and	and	CCONJ
easat-2930	187	6	reinforcement	reinforcement	NOUN
easat-2930	187	7	learning	learning	NOUN
easat-2930	187	8	are	be	AUX
easat-2930	187	9	the	the	DET
easat-2930	187	10	three	three	NUM
easat-2930	187	11	subcategories	subcategorie	NOUN
easat-2930	187	12	of	of	ADP
easat-2930	187	13	machine	machine	NOUN
easat-2930	187	14	learning	learning	NOUN
easat-2930	187	15	.	.	PUNCT
easat-2930	188	1	results	result	NOUN
easat-2930	188	2	from	from	ADP
easat-2930	188	3	using	use	VERB
easat-2930	188	4	machine	machine	NOUN
easat-2930	188	5	learning	learning	NOUN
easat-2930	188	6	(	(	PUNCT
easat-2930	188	7	ml	ml	NOUN
easat-2930	188	8	)	)	PUNCT
easat-2930	188	9	for	for	ADP
easat-2930	188	10	trust	trust	NOUN
easat-2930	188	11	assessment	assessment	NOUN
easat-2930	188	12	can	can	AUX
easat-2930	188	13	be	be	AUX
easat-2930	188	14	very	very	ADV
easat-2930	188	15	accurate	accurate	ADJ
easat-2930	188	16	,	,	PUNCT
easat-2930	188	17	particularly	particularly	ADV
easat-2930	188	18	when	when	SCONJ
easat-2930	188	19	processing	process	VERB
easat-2930	188	20	large	large	ADJ
easat-2930	188	21	datasets	dataset	NOUN
easat-2930	188	22	(	(	PUNCT
easat-2930	188	23	islam	islam	PROPN
easat-2930	188	24	et	et	PROPN
easat-2930	188	25	al	al	PROPN
easat-2930	188	26	.	.	PROPN
easat-2930	188	27	,	,	PUNCT
easat-2930	188	28	2024	2024	NUM
easat-2930	188	29	)	)	PUNCT
easat-2930	188	30	.	.	PUNCT
easat-2930	189	1	the	the	DET
easat-2930	189	2	rich	rich	ADJ
easat-2930	189	3	data	datum	NOUN
easat-2930	189	4	sources	source	NOUN
easat-2930	189	5	that	that	SCONJ
easat-2930	189	6	big	big	ADJ
easat-2930	189	7	data	datum	NOUN
easat-2930	189	8	provides	provide	VERB
easat-2930	189	9	are	be	AUX
easat-2930	189	10	the	the	DET
easat-2930	189	11	source	source	NOUN
easat-2930	189	12	of	of	ADP
easat-2930	189	13	this	this	DET
easat-2930	189	14	accuracy	accuracy	NOUN
easat-2930	189	15	(	(	PUNCT
easat-2930	189	16	hooda	hooda	PROPN
easat-2930	189	17	,	,	PUNCT
easat-2930	189	18	2024	2024	NUM
easat-2930	189	19	)	)	PUNCT
easat-2930	189	20	.	.	PUNCT
easat-2930	190	1	however	however	ADV
easat-2930	190	2	,	,	PUNCT
easat-2930	190	3	because	because	SCONJ
easat-2930	190	4	of	of	ADP
easat-2930	190	5	the	the	DET
easat-2930	190	6	complexity	complexity	NOUN
easat-2930	190	7	of	of	ADP
easat-2930	190	8	the	the	DET
easat-2930	190	9	data	data	NOUN
easat-2930	190	10	structures	structure	NOUN
easat-2930	190	11	and	and	CCONJ
easat-2930	190	12	the	the	DET
easat-2930	190	13	large	large	ADJ
easat-2930	190	14	amounts	amount	NOUN
easat-2930	190	15	of	of	ADP
easat-2930	190	16	data	datum	NOUN
easat-2930	190	17	involved	involve	VERB
easat-2930	190	18	,	,	PUNCT
easat-2930	190	19	traditional	traditional	ADJ
easat-2930	190	20	methods	method	NOUN
easat-2930	190	21	for	for	ADP
easat-2930	190	22	4298	4298	NUM
easat-2930	190	23	edelweiss	edelweiss	PROPN
easat-2930	190	24	applied	apply	VERB
easat-2930	190	25	science	science	NOUN
easat-2930	190	26	and	and	CCONJ
easat-2930	190	27	technology	technology	NOUN
easat-2930	190	28	issn	issn	PROPN
easat-2930	190	29	:	:	PUNCT
easat-2930	190	30	2576	2576	NUM
easat-2930	190	31	-	-	SYM
easat-2930	190	32	8484	8484	NUM
easat-2930	190	33	vol	vol	NOUN
easat-2930	190	34	.	.	PROPN
easat-2930	191	1	8	8	NUM
easat-2930	191	2	,	,	PUNCT
easat-2930	191	3	no	no	INTJ
easat-2930	191	4	.	.	NOUN
easat-2930	192	1	6	6	NUM
easat-2930	192	2	:	:	SYM
easat-2930	192	3	4291	4291	NUM
easat-2930	192	4	-	-	SYM
easat-2930	192	5	4307	4307	NUM
easat-2930	192	6	,	,	PUNCT
easat-2930	192	7	2024	2024	NUM
easat-2930	192	8	doi	doi	NOUN
easat-2930	192	9	:	:	PUNCT
easat-2930	192	10	10.55214/25768484.v8i6.2930	10.55214/25768484.v8i6.2930	NUM
easat-2930	192	11	©	©	ADP
easat-2930	192	12	2024	2024	NUM
easat-2930	192	13	by	by	ADP
easat-2930	192	14	the	the	DET
easat-2930	192	15	authors	author	NOUN
easat-2930	192	16	;	;	PUNCT
easat-2930	192	17	licensee	licensee	PROPN
easat-2930	192	18	learning	learn	VERB
easat-2930	192	19	gate	gate	NOUN
easat-2930	192	20	evaluating	evaluate	VERB
easat-2930	192	21	trust	trust	NOUN
easat-2930	192	22	in	in	ADP
easat-2930	192	23	social	social	ADJ
easat-2930	192	24	networks	network	NOUN
easat-2930	192	25	and	and	CCONJ
easat-2930	192	26	other	other	ADJ
easat-2930	192	27	large	large	ADJ
easat-2930	192	28	-	-	PUNCT
easat-2930	192	29	scale	scale	NOUN
easat-2930	192	30	networking	networking	NOUN
easat-2930	192	31	environments	environment	NOUN
easat-2930	192	32	frequently	frequently	ADV
easat-2930	192	33	yield	yield	VERB
easat-2930	192	34	inaccurate	inaccurate	ADJ
easat-2930	192	35	results	result	NOUN
easat-2930	192	36	.	.	PUNCT
easat-2930	193	1	however	however	ADV
easat-2930	193	2	,	,	PUNCT
easat-2930	193	3	using	use	VERB
easat-2930	193	4	machine	machine	NOUN
easat-2930	193	5	learning	learning	NOUN
easat-2930	193	6	(	(	PUNCT
easat-2930	193	7	ml	ml	NOUN
easat-2930	193	8	)	)	PUNCT
easat-2930	193	9	as	as	ADP
easat-2930	193	10	the	the	DET
easat-2930	193	11	main	main	ADJ
easat-2930	193	12	method	method	NOUN
easat-2930	193	13	for	for	ADP
easat-2930	193	14	managing	manage	VERB
easat-2930	193	15	and	and	CCONJ
easat-2930	193	16	interpreting	interpret	VERB
easat-2930	193	17	large	large	ADJ
easat-2930	193	18	amounts	amount	NOUN
easat-2930	193	19	of	of	ADP
easat-2930	193	20	data	datum	NOUN
easat-2930	193	21	has	have	VERB
easat-2930	193	22	several	several	ADJ
easat-2930	193	23	benefits	benefit	NOUN
easat-2930	193	24	(	(	PUNCT
easat-2930	193	25	ammannamma	ammannamma	PROPN
easat-2930	193	26	&	&	CCONJ
easat-2930	193	27	vandana	vandana	PROPN
easat-2930	193	28	,	,	PUNCT
easat-2930	193	29	2023	2023	NUM
easat-2930	193	30	)	)	PUNCT
easat-2930	193	31	.	.	PUNCT
easat-2930	194	1	the	the	DET
easat-2930	194	2	researchers	researcher	NOUN
easat-2930	194	3	have	have	AUX
easat-2930	194	4	identified	identify	VERB
easat-2930	194	5	three	three	NUM
easat-2930	194	6	functions	function	NOUN
easat-2930	194	7	that	that	PRON
easat-2930	194	8	a	a	DET
easat-2930	194	9	machine	machine	NOUN
easat-2930	194	10	learning	learn	VERB
easat-2930	194	11	system	system	NOUN
easat-2930	194	12	can	can	AUX
easat-2930	194	13	perform	perform	VERB
easat-2930	194	14	:	:	PUNCT
easat-2930	194	15	descriptively	descriptively	ADV
easat-2930	194	16	,	,	PUNCT
easat-2930	194	17	which	which	PRON
easat-2930	194	18	involves	involve	VERB
easat-2930	194	19	using	use	VERB
easat-2930	194	20	data	datum	NOUN
easat-2930	194	21	to	to	PART
easat-2930	194	22	explain	explain	VERB
easat-2930	194	23	past	past	ADJ
easat-2930	194	24	events	event	NOUN
easat-2930	194	25	;	;	PUNCT
easat-2930	194	26	predictively	predictively	ADV
easat-2930	194	27	,	,	PUNCT
easat-2930	194	28	which	which	PRON
easat-2930	194	29	involves	involve	VERB
easat-2930	194	30	forecasting	forecast	VERB
easat-2930	194	31	future	future	ADJ
easat-2930	194	32	outcomes	outcome	NOUN
easat-2930	194	33	based	base	VERB
easat-2930	194	34	on	on	ADP
easat-2930	194	35	data	datum	NOUN
easat-2930	194	36	;	;	PUNCT
easat-2930	194	37	and	and	CCONJ
easat-2930	194	38	prescriptively	prescriptively	ADV
easat-2930	194	39	,	,	PUNCT
easat-2930	194	40	which	which	PRON
easat-2930	194	41	suggests	suggest	VERB
easat-2930	194	42	the	the	DET
easat-2930	194	43	best	good	ADJ
easat-2930	194	44	course	course	NOUN
easat-2930	194	45	of	of	ADP
easat-2930	194	46	action	action	NOUN
easat-2930	194	47	based	base	VERB
easat-2930	194	48	on	on	ADP
easat-2930	194	49	the	the	DET
easat-2930	194	50	data	datum	NOUN
easat-2930	194	51	(	(	PUNCT
easat-2930	194	52	son	son	NOUN
easat-2930	194	53	et	et	PROPN
easat-2930	194	54	al	al	PROPN
easat-2930	194	55	.	.	PROPN
easat-2930	194	56	,	,	PUNCT
easat-2930	194	57	2022	2022	NUM
easat-2930	194	58	)	)	PUNCT
easat-2930	194	59	.	.	PUNCT
easat-2930	195	1	4.2	4.2	NUM
easat-2930	195	2	.	.	PUNCT
easat-2930	196	1	how	how	SCONJ
easat-2930	196	2	does	do	AUX
easat-2930	196	3	machine	machine	NOUN
easat-2930	196	4	learning	learn	VERB
easat-2930	196	5	work	work	NOUN
easat-2930	196	6	?	?	PUNCT
easat-2930	197	1	according	accord	VERB
easat-2930	197	2	to	to	ADP
easat-2930	197	3	abu	abu	PROPN
easat-2930	197	4	dabous	dabous	PROPN
easat-2930	197	5	et	et	PROPN
easat-2930	197	6	al	al	PROPN
easat-2930	197	7	.	.	PROPN
easat-2930	198	1	(	(	PUNCT
easat-2930	198	2	2024	2024	NUM
easat-2930	198	3	)	)	PUNCT
easat-2930	198	4	,	,	PUNCT
easat-2930	198	5	a	a	DET
easat-2930	198	6	training	training	NOUN
easat-2930	198	7	dataset	dataset	NOUN
easat-2930	198	8	is	be	AUX
easat-2930	198	9	utilized	utilize	VERB
easat-2930	198	10	by	by	ADP
easat-2930	198	11	machine	machine	NOUN
easat-2930	198	12	learning	learn	VERB
easat-2930	198	13	algorithms	algorithm	NOUN
easat-2930	198	14	to	to	PART
easat-2930	198	15	construct	construct	VERB
easat-2930	198	16	a	a	DET
easat-2930	198	17	model	model	NOUN
easat-2930	198	18	.	.	PUNCT
easat-2930	199	1	applying	apply	VERB
easat-2930	199	2	the	the	DET
easat-2930	199	3	constructed	construct	VERB
easat-2930	199	4	model	model	NOUN
easat-2930	199	5	,	,	PUNCT
easat-2930	199	6	the	the	DET
easat-2930	199	7	trained	train	VERB
easat-2930	199	8	algorithm	algorithm	NOUN
easat-2930	199	9	makes	make	VERB
easat-2930	199	10	predictions	prediction	NOUN
easat-2930	199	11	when	when	SCONJ
easat-2930	199	12	it	it	PRON
easat-2930	199	13	is	be	AUX
easat-2930	199	14	given	give	VERB
easat-2930	199	15	fresh	fresh	ADJ
easat-2930	199	16	input	input	NOUN
easat-2930	199	17	data	datum	NOUN
easat-2930	199	18	.	.	PUNCT
easat-2930	200	1	figure	figure	NOUN
easat-2930	200	2	4	4	NUM
easat-2930	200	3	.	.	PUNCT
easat-2930	200	4	working	work	VERB
easat-2930	200	5	process	process	NOUN
easat-2930	200	6	of	of	ADP
easat-2930	200	7	machine	machine	NOUN
easat-2930	200	8	learning	learning	NOUN
easat-2930	200	9	.	.	PUNCT
easat-2930	201	1	4.3	4.3	NUM
easat-2930	201	2	.	.	PUNCT
easat-2930	201	3	application	application	NOUN
easat-2930	201	4	of	of	ADP
easat-2930	201	5	ml	ml	NOUN
easat-2930	201	6	machine	machine	NOUN
easat-2930	201	7	learning	learning	NOUN
easat-2930	201	8	is	be	AUX
easat-2930	201	9	being	be	AUX
easat-2930	201	10	used	use	VERB
easat-2930	201	11	by	by	ADP
easat-2930	201	12	businesses	business	NOUN
easat-2930	201	13	to	to	PART
easat-2930	201	14	improve	improve	VERB
easat-2930	201	15	decision	decision	NOUN
easat-2930	201	16	-	-	PUNCT
easat-2930	201	17	making	making	NOUN
easat-2930	201	18	,	,	PUNCT
easat-2930	201	19	increase	increase	VERB
easat-2930	201	20	productivity	productivity	NOUN
easat-2930	201	21	,	,	PUNCT
easat-2930	201	22	identify	identify	VERB
easat-2930	201	23	illnesses	illness	NOUN
easat-2930	201	24	,	,	PUNCT
easat-2930	201	25	forecast	forecast	VERB
easat-2930	201	26	the	the	DET
easat-2930	201	27	weather	weather	NOUN
easat-2930	201	28	,	,	PUNCT
easat-2930	201	29	and	and	CCONJ
easat-2930	201	30	do	do	VERB
easat-2930	201	31	a	a	DET
easat-2930	201	32	host	host	NOUN
easat-2930	201	33	of	of	ADP
easat-2930	201	34	other	other	ADJ
easat-2930	201	35	tasks	task	NOUN
easat-2930	201	36	.	.	PUNCT
easat-2930	202	1	the	the	DET
easat-2930	202	2	exponential	exponential	ADJ
easat-2930	202	3	growth	growth	NOUN
easat-2930	202	4	of	of	ADP
easat-2930	202	5	technology	technology	NOUN
easat-2930	202	6	demands	demand	VERB
easat-2930	202	7	that	that	SCONJ
easat-2930	202	8	we	we	PRON
easat-2930	202	9	not	not	PART
easat-2930	202	10	only	only	ADV
easat-2930	202	11	prepare	prepare	VERB
easat-2930	202	12	for	for	ADP
easat-2930	202	13	the	the	DET
easat-2930	202	14	data	datum	NOUN
easat-2930	202	15	we	we	PRON
easat-2930	202	16	will	will	AUX
easat-2930	202	17	encounter	encounter	VERB
easat-2930	202	18	in	in	ADP
easat-2930	202	19	the	the	DET
easat-2930	202	20	future	future	NOUN
easat-2930	202	21	but	but	CCONJ
easat-2930	202	22	also	also	ADV
easat-2930	202	23	develop	develop	VERB
easat-2930	202	24	more	more	ADV
easat-2930	202	25	sophisticated	sophisticated	ADJ
easat-2930	202	26	tools	tool	NOUN
easat-2930	202	27	for	for	ADP
easat-2930	202	28	analyzing	analyze	VERB
easat-2930	202	29	the	the	DET
easat-2930	202	30	data	datum	NOUN
easat-2930	202	31	we	we	PRON
easat-2930	202	32	currently	currently	ADV
easat-2930	202	33	have	have	VERB
easat-2930	202	34	(	(	PUNCT
easat-2930	202	35	reed	reed	NOUN
easat-2930	202	36	&	&	CCONJ
easat-2930	202	37	macalla	macalla	NOUN
easat-2930	202	38	,	,	PUNCT
easat-2930	202	39	2022	2022	NUM
easat-2930	202	40	)	)	PUNCT
easat-2930	202	41	.	.	PUNCT
easat-2930	203	1	we	we	PRON
easat-2930	203	2	need	need	VERB
easat-2930	203	3	to	to	PART
easat-2930	203	4	create	create	VERB
easat-2930	203	5	intelligent	intelligent	ADJ
easat-2930	203	6	machines	machine	NOUN
easat-2930	203	7	in	in	ADP
easat-2930	203	8	order	order	NOUN
easat-2930	203	9	to	to	PART
easat-2930	203	10	accomplish	accomplish	VERB
easat-2930	203	11	this	this	DET
easat-2930	203	12	goal	goal	NOUN
easat-2930	203	13	.	.	PUNCT
easat-2930	204	1	while	while	SCONJ
easat-2930	204	2	simple	simple	ADJ
easat-2930	204	3	tasks	task	NOUN
easat-2930	204	4	can	can	AUX
easat-2930	204	5	be	be	AUX
easat-2930	204	6	programmed	program	VERB
easat-2930	204	7	into	into	ADP
easat-2930	204	8	machines	machine	NOUN
easat-2930	204	9	,	,	PUNCT
easat-2930	204	10	it	it	PRON
easat-2930	204	11	is	be	AUX
easat-2930	204	12	frequently	frequently	ADV
easat-2930	204	13	difficult	difficult	ADJ
easat-2930	204	14	to	to	PART
easat-2930	204	15	directly	directly	ADV
easat-2930	204	16	integrate	integrate	VERB
easat-2930	204	17	intelligence	intelligence	NOUN
easat-2930	204	18	into	into	ADP
easat-2930	204	19	them	they	PRON
easat-2930	204	20	.	.	PUNCT
easat-2930	205	1	developing	develop	VERB
easat-2930	205	2	a	a	DET
easat-2930	205	3	system	system	NOUN
easat-2930	205	4	that	that	PRON
easat-2930	205	5	lets	let	VERB
easat-2930	205	6	machines	machine	NOUN
easat-2930	205	7	learn	learn	VERB
easat-2930	205	8	on	on	ADP
easat-2930	205	9	their	their	PRON
easat-2930	205	10	own	own	ADJ
easat-2930	205	11	is	be	AUX
easat-2930	205	12	the	the	DET
easat-2930	205	13	most	most	ADV
easat-2930	205	14	efficient	efficient	ADJ
easat-2930	205	15	course	course	NOUN
easat-2930	205	16	of	of	ADP
easat-2930	205	17	action	action	NOUN
easat-2930	205	18	.	.	PUNCT
easat-2930	206	1	when	when	SCONJ
easat-2930	206	2	a	a	DET
easat-2930	206	3	machine	machine	NOUN
easat-2930	206	4	is	be	AUX
easat-2930	206	5	capable	capable	ADJ
easat-2930	206	6	of	of	ADP
easat-2930	206	7	learning	learn	VERB
easat-2930	206	8	from	from	ADP
easat-2930	206	9	input	input	NOUN
easat-2930	206	10	,	,	PUNCT
easat-2930	206	11	it	it	PRON
easat-2930	206	12	takes	take	VERB
easat-2930	206	13	care	care	NOUN
easat-2930	206	14	of	of	ADP
easat-2930	206	15	our	our	PRON
easat-2930	206	16	difficult	difficult	ADJ
easat-2930	206	17	jobs	job	NOUN
easat-2930	206	18	(	(	PUNCT
easat-2930	206	19	ringel	ringel	NOUN
easat-2930	206	20	,	,	PUNCT
easat-2930	206	21	2023	2023	NUM
easat-2930	206	22	)	)	PUNCT
easat-2930	206	23	.	.	PUNCT
easat-2930	207	1	figure	figure	NOUN
easat-2930	207	2	5	5	NUM
easat-2930	207	3	demonstrates	demonstrate	VERB
easat-2930	207	4	how	how	SCONJ
easat-2930	207	5	machine	machine	NOUN
easat-2930	207	6	learning	learning	NOUN
easat-2930	207	7	is	be	AUX
easat-2930	207	8	revolutionizing	revolutionize	VERB
easat-2930	207	9	network	network	NOUN
easat-2930	207	10	security	security	NOUN
easat-2930	207	11	in	in	ADP
easat-2930	207	12	a	a	DET
easat-2930	207	13	major	major	ADJ
easat-2930	207	14	way	way	NOUN
easat-2930	207	15	.	.	PUNCT
easat-2930	208	1	these	these	DET
easat-2930	208	2	cuttingedge	cuttingedge	ADJ
easat-2930	208	3	systems	system	NOUN
easat-2930	208	4	make	make	VERB
easat-2930	208	5	use	use	NOUN
easat-2930	208	6	of	of	ADP
easat-2930	208	7	complex	complex	ADJ
easat-2930	208	8	algorithms	algorithm	NOUN
easat-2930	208	9	to	to	PART
easat-2930	208	10	track	track	VERB
easat-2930	208	11	network	network	NOUN
easat-2930	208	12	activity	activity	NOUN
easat-2930	208	13	,	,	PUNCT
easat-2930	208	14	quickly	quickly	ADV
easat-2930	208	15	spot	spot	NOUN
easat-2930	208	16	anomalies	anomaly	NOUN
easat-2930	208	17	,	,	PUNCT
easat-2930	208	18	and	and	CCONJ
easat-2930	208	19	instantly	instantly	ADV
easat-2930	208	20	identify	identify	VERB
easat-2930	208	21	possible	possible	ADJ
easat-2930	208	22	threats	threat	NOUN
easat-2930	208	23	in	in	ADP
easat-2930	208	24	real	real	ADJ
easat-2930	208	25	-	-	PUNCT
easat-2930	208	26	time	time	NOUN
easat-2930	208	27	(	(	PUNCT
easat-2930	208	28	amin	amin	NOUN
easat-2930	208	29	et	et	PROPN
easat-2930	208	30	al	al	PROPN
easat-2930	208	31	.	.	PROPN
easat-2930	208	32	,	,	PUNCT
easat-2930	208	33	2024	2024	NUM
easat-2930	208	34	)	)	PUNCT
easat-2930	208	35	.	.	PUNCT
easat-2930	209	1	4299	4299	NUM
easat-2930	209	2	edelweiss	edelweiss	PROPN
easat-2930	209	3	applied	apply	VERB
easat-2930	209	4	science	science	NOUN
easat-2930	209	5	and	and	CCONJ
easat-2930	209	6	technology	technology	NOUN
easat-2930	209	7	issn	issn	PROPN
easat-2930	209	8	:	:	PUNCT
easat-2930	209	9	2576	2576	NUM
easat-2930	209	10	-	-	SYM
easat-2930	209	11	8484	8484	NUM
easat-2930	209	12	vol	vol	NOUN
easat-2930	209	13	.	.	PROPN
easat-2930	209	14	8	8	NUM
easat-2930	209	15	,	,	PUNCT
easat-2930	209	16	no	no	INTJ
easat-2930	209	17	.	.	NOUN
easat-2930	210	1	6	6	NUM
easat-2930	210	2	:	:	SYM
easat-2930	210	3	4291	4291	NUM
easat-2930	210	4	-	-	SYM
easat-2930	210	5	4307	4307	NUM
easat-2930	210	6	,	,	PUNCT
easat-2930	210	7	2024	2024	NUM
easat-2930	210	8	doi	doi	NOUN
easat-2930	210	9	:	:	PUNCT
easat-2930	210	10	10.55214/25768484.v8i6.2930	10.55214/25768484.v8i6.2930	NUM
easat-2930	210	11	©	©	ADP
easat-2930	210	12	2024	2024	NUM
easat-2930	210	13	by	by	ADP
easat-2930	210	14	the	the	DET
easat-2930	210	15	authors	author	NOUN
easat-2930	210	16	;	;	PUNCT
easat-2930	210	17	licensee	licensee	PROPN
easat-2930	210	18	learning	learn	VERB
easat-2930	210	19	gate	gate	PROPN
easat-2930	210	20	figure	figure	NOUN
easat-2930	210	21	5	5	NUM
easat-2930	210	22	.	.	PUNCT
easat-2930	210	23	network	network	NOUN
easat-2930	210	24	security	security	NOUN
easat-2930	210	25	application	application	NOUN
easat-2930	210	26	of	of	ADP
easat-2930	210	27	machine	machine	NOUN
easat-2930	210	28	learning	learning	NOUN
easat-2930	210	29	.	.	PUNCT
easat-2930	211	1	by	by	ADP
easat-2930	211	2	analyzing	analyze	VERB
easat-2930	211	3	historical	historical	ADJ
easat-2930	211	4	data	datum	NOUN
easat-2930	211	5	,	,	PUNCT
easat-2930	211	6	machine	machine	NOUN
easat-2930	211	7	learning	learning	NOUN
easat-2930	211	8	models	model	NOUN
easat-2930	211	9	can	can	AUX
easat-2930	211	10	adapt	adapt	VERB
easat-2930	211	11	to	to	ADP
easat-2930	211	12	the	the	DET
easat-2930	211	13	constantly	constantly	ADV
easat-2930	211	14	changing	change	VERB
easat-2930	211	15	landscape	landscape	NOUN
easat-2930	211	16	of	of	ADP
easat-2930	211	17	cyber	cyber	ADJ
easat-2930	211	18	threats	threat	NOUN
easat-2930	211	19	,	,	PUNCT
easat-2930	211	20	which	which	PRON
easat-2930	211	21	increases	increase	VERB
easat-2930	211	22	the	the	DET
easat-2930	211	23	efficiency	efficiency	NOUN
easat-2930	211	24	of	of	ADP
easat-2930	211	25	intrusion	intrusion	NOUN
easat-2930	211	26	detection	detection	NOUN
easat-2930	211	27	and	and	CCONJ
easat-2930	211	28	prevention	prevention	NOUN
easat-2930	211	29	(	(	PUNCT
easat-2930	211	30	gonaygunta	gonaygunta	ADJ
easat-2930	211	31	,	,	PUNCT
easat-2930	211	32	2023	2023	NUM
easat-2930	211	33	)	)	PUNCT
easat-2930	211	34	.	.	PUNCT
easat-2930	212	1	it	it	PRON
easat-2930	212	2	's	be	AUX
easat-2930	212	3	interesting	interesting	ADJ
easat-2930	212	4	to	to	PART
easat-2930	212	5	note	note	VERB
easat-2930	212	6	that	that	SCONJ
easat-2930	212	7	the	the	DET
easat-2930	212	8	difficulties	difficulty	NOUN
easat-2930	212	9	in	in	ADP
easat-2930	212	10	identifying	identify	VERB
easat-2930	212	11	false	false	ADJ
easat-2930	212	12	information	information	NOUN
easat-2930	212	13	in	in	ADP
easat-2930	212	14	mobile	mobile	ADJ
easat-2930	212	15	health	health	NOUN
easat-2930	212	16	texts	text	NOUN
easat-2930	212	17	are	be	AUX
easat-2930	212	18	similar	similar	ADJ
easat-2930	212	19	to	to	ADP
easat-2930	212	20	those	those	PRON
easat-2930	212	21	in	in	ADP
easat-2930	212	22	adversarial	adversarial	ADJ
easat-2930	212	23	machine	machine	NOUN
easat-2930	212	24	learning	learn	VERB
easat-2930	212	25	for	for	ADP
easat-2930	212	26	network	network	NOUN
easat-2930	212	27	security	security	NOUN
easat-2930	212	28	(	(	PUNCT
easat-2930	212	29	uddin	uddin	PROPN
easat-2930	212	30	et	et	PROPN
easat-2930	212	31	al	al	PROPN
easat-2930	212	32	.	.	PROPN
easat-2930	212	33	,	,	PUNCT
easat-2930	212	34	2024	2024	NUM
easat-2930	212	35	)	)	PUNCT
easat-2930	212	36	.	.	PUNCT
easat-2930	213	1	machine	machine	NOUN
easat-2930	213	2	learning	learning	NOUN
easat-2930	213	3	-	-	PUNCT
easat-2930	213	4	based	base	VERB
easat-2930	213	5	security	security	NOUN
easat-2930	213	6	systems	system	NOUN
easat-2930	213	7	may	may	AUX
easat-2930	213	8	benefit	benefit	VERB
easat-2930	213	9	from	from	ADP
easat-2930	213	10	new	new	ADJ
easat-2930	213	11	approaches	approach	NOUN
easat-2930	213	12	to	to	ADP
easat-2930	213	13	thwarting	thwart	VERB
easat-2930	213	14	adversarial	adversarial	ADJ
easat-2930	213	15	attacks	attack	NOUN
easat-2930	213	16	,	,	PUNCT
easat-2930	213	17	such	such	ADJ
easat-2930	213	18	as	as	ADP
easat-2930	213	19	those	those	PRON
easat-2930	213	20	outlined	outline	VERB
easat-2930	213	21	in	in	ADP
easat-2930	213	22	the	the	DET
easat-2930	213	23	discussion	discussion	NOUN
easat-2930	213	24	of	of	ADP
easat-2930	213	25	a	a	DET
easat-2930	213	26	self	self	NOUN
easat-2930	213	27	-	-	PUNCT
easat-2930	213	28	reconfigurable	reconfigurable	ADJ
easat-2930	213	29	system	system	NOUN
easat-2930	213	30	for	for	ADP
easat-2930	213	31	misinformation	misinformation	NOUN
easat-2930	213	32	detection	detection	NOUN
easat-2930	213	33	in	in	ADP
easat-2930	213	34	(	(	PUNCT
easat-2930	213	35	paya	paya	PROPN
easat-2930	213	36	,	,	PUNCT
easat-2930	213	37	2024	2024	NUM
easat-2930	213	38	)	)	PUNCT
easat-2930	213	39	.	.	PUNCT
easat-2930	214	1	moreover	moreover	ADV
easat-2930	214	2	,	,	PUNCT
easat-2930	214	3	these	these	DET
easat-2930	214	4	programs	program	NOUN
easat-2930	214	5	are	be	AUX
easat-2930	214	6	especially	especially	ADV
easat-2930	214	7	good	good	ADJ
easat-2930	214	8	at	at	ADP
easat-2930	214	9	identifying	identify	VERB
easat-2930	214	10	patterns	pattern	NOUN
easat-2930	214	11	linked	link	VERB
easat-2930	214	12	to	to	ADP
easat-2930	214	13	malicious	malicious	ADJ
easat-2930	214	14	activity	activity	NOUN
easat-2930	214	15	,	,	PUNCT
easat-2930	214	16	enabling	enable	VERB
easat-2930	214	17	preventative	preventative	ADJ
easat-2930	214	18	defenses	defense	NOUN
easat-2930	214	19	.	.	PUNCT
easat-2930	215	1	machine	machine	NOUN
easat-2930	215	2	learning	learning	NOUN
easat-2930	215	3	makes	make	VERB
easat-2930	215	4	network	network	NOUN
easat-2930	215	5	security	security	NOUN
easat-2930	215	6	infrastructures	infrastructure	NOUN
easat-2930	215	7	more	more	ADV
easat-2930	215	8	resilient	resilient	ADJ
easat-2930	215	9	and	and	CCONJ
easat-2930	215	10	adaptable	adaptable	ADJ
easat-2930	215	11	by	by	ADP
easat-2930	215	12	detecting	detect	VERB
easat-2930	215	13	anomalous	anomalous	ADJ
easat-2930	215	14	network	network	NOUN
easat-2930	215	15	traffic	traffic	NOUN
easat-2930	215	16	and	and	CCONJ
easat-2930	215	17	possible	possible	ADJ
easat-2930	215	18	vulnerabilities	vulnerability	NOUN
easat-2930	215	19	.	.	PUNCT
easat-2930	216	1	incorporating	incorporate	VERB
easat-2930	216	2	machine	machine	NOUN
easat-2930	216	3	learning	learning	NOUN
easat-2930	216	4	into	into	ADP
easat-2930	216	5	network	network	NOUN
easat-2930	216	6	security	security	NOUN
easat-2930	216	7	not	not	PART
easat-2930	216	8	only	only	ADV
easat-2930	216	9	strengthens	strengthen	VERB
easat-2930	216	10	defenses	defense	NOUN
easat-2930	216	11	against	against	ADP
easat-2930	216	12	cyberattacks	cyberattack	NOUN
easat-2930	216	13	but	but	CCONJ
easat-2930	216	14	also	also	ADV
easat-2930	216	15	provides	provide	VERB
easat-2930	216	16	a	a	DET
easat-2930	216	17	scalable	scalable	ADJ
easat-2930	216	18	and	and	CCONJ
easat-2930	216	19	intelligent	intelligent	ADJ
easat-2930	216	20	approach	approach	NOUN
easat-2930	216	21	to	to	ADP
easat-2930	216	22	safeguarding	safeguard	VERB
easat-2930	216	23	digital	digital	ADJ
easat-2930	216	24	assets	asset	NOUN
easat-2930	216	25	(	(	PUNCT
easat-2930	216	26	joshi	joshi	PROPN
easat-2930	216	27	&	&	CCONJ
easat-2930	216	28	oza	oza	PROPN
easat-2930	216	29	,	,	PUNCT
easat-2930	216	30	2024	2024	NUM
easat-2930	216	31	)	)	PUNCT
easat-2930	216	32	.	.	PUNCT
easat-2930	217	1	4.4	4.4	NUM
easat-2930	217	2	.	.	PUNCT
easat-2930	217	3	types	type	NOUN
easat-2930	217	4	of	of	ADP
easat-2930	217	5	machine	machine	NOUN
easat-2930	217	6	learning	learn	VERB
easat-2930	217	7	from	from	ADP
easat-2930	217	8	the	the	DET
easat-2930	217	9	perspective	perspective	NOUN
easat-2930	217	10	of	of	ADP
easat-2930	217	11	mire	mire	NOUN
easat-2930	217	12	et	et	PROPN
easat-2930	217	13	al	al	PROPN
easat-2930	217	14	.	.	PROPN
easat-2930	217	15	(	(	PUNCT
easat-2930	217	16	2021	2021	NUM
easat-2930	217	17	)	)	PUNCT
easat-2930	217	18	,	,	PUNCT
easat-2930	217	19	the	the	DET
easat-2930	217	20	field	field	NOUN
easat-2930	217	21	of	of	ADP
easat-2930	217	22	cybersecurity	cybersecurity	NOUN
easat-2930	217	23	involves	involve	VERB
easat-2930	217	24	extensive	extensive	ADJ
easat-2930	217	25	use	use	NOUN
easat-2930	217	26	of	of	ADP
easat-2930	217	27	machine	machine	NOUN
easat-2930	217	28	learning	learning	NOUN
easat-2930	217	29	(	(	PUNCT
easat-2930	217	30	ml	ml	NOUN
easat-2930	217	31	)	)	PUNCT
easat-2930	217	32	techniques	technique	NOUN
easat-2930	217	33	.	.	PUNCT
easat-2930	218	1	these	these	DET
easat-2930	218	2	techniques	technique	NOUN
easat-2930	218	3	include	include	VERB
easat-2930	218	4	probabilistic	probabilistic	ADJ
easat-2930	218	5	models	model	NOUN
easat-2930	218	6	,	,	PUNCT
easat-2930	218	7	decision	decision	NOUN
easat-2930	218	8	trees	tree	NOUN
easat-2930	218	9	,	,	PUNCT
easat-2930	218	10	dimensionality	dimensionality	NOUN
easat-2930	218	11	reduction	reduction	NOUN
easat-2930	218	12	algorithms	algorithm	NOUN
easat-2930	218	13	,	,	PUNCT
easat-2930	218	14	regression	regression	NOUN
easat-2930	218	15	,	,	PUNCT
easat-2930	218	16	boosting	boost	VERB
easat-2930	218	17	,	,	PUNCT
easat-2930	218	18	and	and	CCONJ
easat-2930	218	19	bagging	bagging	NOUN
easat-2930	218	20	,	,	PUNCT
easat-2930	218	21	as	as	ADV
easat-2930	218	22	well	well	ADV
easat-2930	218	23	as	as	ADP
easat-2930	218	24	distance	distance	NOUN
easat-2930	218	25	-	-	PUNCT
easat-2930	218	26	based	base	VERB
easat-2930	218	27	learning	learning	NOUN
easat-2930	218	28	(	(	PUNCT
easat-2930	218	29	figure	figure	NOUN
easat-2930	218	30	6	6	NUM
easat-2930	218	31	)	)	PUNCT
easat-2930	218	32	.	.	PUNCT
easat-2930	219	1	these	these	DET
easat-2930	219	2	machine	machine	NOUN
easat-2930	219	3	-	-	PUNCT
easat-2930	219	4	learning	learn	VERB
easat-2930	219	5	techniques	technique	NOUN
easat-2930	219	6	are	be	AUX
easat-2930	219	7	essential	essential	ADJ
easat-2930	219	8	for	for	ADP
easat-2930	219	9	assessing	assess	VERB
easat-2930	219	10	data	datum	NOUN
easat-2930	219	11	breaches	breach	NOUN
easat-2930	219	12	and	and	CCONJ
easat-2930	219	13	pinpointing	pinpoint	VERB
easat-2930	219	14	weak	weak	ADJ
easat-2930	219	15	points	point	NOUN
easat-2930	219	16	in	in	ADP
easat-2930	219	17	computer	computer	NOUN
easat-2930	219	18	networks	network	NOUN
easat-2930	219	19	and	and	CCONJ
easat-2930	219	20	systems	system	NOUN
easat-2930	219	21	.	.	PUNCT
easat-2930	220	1	the	the	DET
easat-2930	220	2	primary	primary	ADJ
easat-2930	220	3	advantage	advantage	NOUN
easat-2930	220	4	of	of	ADP
easat-2930	220	5	these	these	DET
easat-2930	220	6	methods	method	NOUN
easat-2930	220	7	is	be	AUX
easat-2930	220	8	their	their	PRON
easat-2930	220	9	ability	ability	NOUN
easat-2930	220	10	to	to	PART
easat-2930	220	11	swiftly	swiftly	ADV
easat-2930	220	12	analyze	analyze	VERB
easat-2930	220	13	enormous	enormous	ADJ
easat-2930	220	14	quantity	quantity	NOUN
easat-2930	220	15	of	of	ADP
easat-2930	220	16	data	datum	NOUN
easat-2930	220	17	and	and	CCONJ
easat-2930	220	18	adjust	adjust	VERB
easat-2930	220	19	without	without	ADP
easat-2930	220	20	the	the	DET
easat-2930	220	21	assistance	assistance	NOUN
easat-2930	220	22	of	of	ADP
easat-2930	220	23	subject	subject	ADJ
easat-2930	220	24	matter	matter	NOUN
easat-2930	220	25	experts	expert	NOUN
easat-2930	220	26	(	(	PUNCT
easat-2930	220	27	sabarmathi	sabarmathi	PROPN
easat-2930	220	28	&	&	CCONJ
easat-2930	220	29	chinnaiyan	chinnaiyan	NOUN
easat-2930	220	30	,	,	PUNCT
easat-2930	220	31	2021	2021	NUM
easat-2930	220	32	)	)	PUNCT
easat-2930	220	33	.	.	PUNCT
easat-2930	221	1	to	to	PART
easat-2930	221	2	further	far	ADV
easat-2930	221	3	improve	improve	VERB
easat-2930	221	4	network	network	NOUN
easat-2930	221	5	performance	performance	NOUN
easat-2930	221	6	and	and	CCONJ
easat-2930	221	7	significantly	significantly	ADV
easat-2930	221	8	improve	improve	VERB
easat-2930	221	9	threat	threat	NOUN
easat-2930	221	10	detection	detection	NOUN
easat-2930	221	11	accuracy	accuracy	NOUN
easat-2930	221	12	,	,	PUNCT
easat-2930	221	13	machine	machine	NOUN
easat-2930	221	14	learning	learning	NOUN
easat-2930	221	15	techniques	technique	NOUN
easat-2930	221	16	utilize	utilize	VERB
easat-2930	221	17	heuristic	heuristic	ADJ
easat-2930	221	18	approaches	approach	NOUN
easat-2930	221	19	.	.	PUNCT
easat-2930	222	1	identifying	identify	VERB
easat-2930	222	2	malware	malware	NOUN
easat-2930	222	3	,	,	PUNCT
easat-2930	222	4	spam	spam	NOUN
easat-2930	222	5	,	,	PUNCT
easat-2930	222	6	fraud	fraud	NOUN
easat-2930	222	7	,	,	PUNCT
easat-2930	222	8	anomalies	anomaly	NOUN
easat-2930	222	9	,	,	PUNCT
easat-2930	222	10	distributed	distribute	VERB
easat-2930	222	11	denial	denial	NOUN
easat-2930	222	12	of	of	ADP
easat-2930	222	13	service	service	NOUN
easat-2930	222	14	(	(	PUNCT
easat-2930	222	15	ddos	ddo	NOUN
easat-2930	222	16	)	)	PUNCT
easat-2930	222	17	attacks	attack	NOUN
easat-2930	222	18	,	,	PUNCT
easat-2930	222	19	and	and	CCONJ
easat-2930	222	20	vulnerabilities	vulnerability	NOUN
easat-2930	222	21	are	be	AUX
easat-2930	222	22	just	just	ADV
easat-2930	222	23	a	a	DET
easat-2930	222	24	few	few	ADJ
easat-2930	222	25	of	of	ADP
easat-2930	222	26	the	the	DET
easat-2930	222	27	digital	digital	ADJ
easat-2930	222	28	domains	domain	NOUN
easat-2930	222	29	where	where	SCONJ
easat-2930	222	30	machine	machine	NOUN
easat-2930	222	31	learning	learn	VERB
easat-2930	222	32	techniques	technique	NOUN
easat-2930	222	33	are	be	AUX
easat-2930	222	34	put	put	VERB
easat-2930	222	35	to	to	ADP
easat-2930	222	36	use	use	VERB
easat-2930	222	37	(	(	PUNCT
easat-2930	222	38	varma	varma	PROPN
easat-2930	222	39	et	et	PROPN
easat-2930	222	40	al	al	PROPN
easat-2930	222	41	.	.	PROPN
easat-2930	222	42	,	,	PUNCT
easat-2930	222	43	2024	2024	NUM
easat-2930	222	44	)	)	PUNCT
easat-2930	222	45	.	.	PUNCT
easat-2930	223	1	the	the	DET
easat-2930	223	2	four	four	NUM
easat-2930	223	3	main	main	ADJ
easat-2930	223	4	categories	category	NOUN
easat-2930	223	5	into	into	ADP
easat-2930	223	6	which	which	PRON
easat-2930	223	7	machine	machine	NOUN
easat-2930	223	8	learning	learning	NOUN
easat-2930	223	9	techniques	technique	NOUN
easat-2930	223	10	can	can	AUX
easat-2930	223	11	be	be	AUX
easat-2930	223	12	classified	classify	VERB
easat-2930	223	13	are	be	AUX
easat-2930	223	14	supervised	supervise	VERB
easat-2930	223	15	,	,	PUNCT
easat-2930	223	16	unsupervised	unsupervised	ADJ
easat-2930	223	17	,	,	PUNCT
easat-2930	223	18	semi	semi	ADJ
easat-2930	223	19	-	-	ADJ
easat-2930	223	20	supervised	supervised	ADJ
easat-2930	223	21	,	,	PUNCT
easat-2930	223	22	and	and	CCONJ
easat-2930	223	23	reinforcement	reinforcement	NOUN
easat-2930	223	24	learning	learning	NOUN
easat-2930	223	25	(	(	PUNCT
easat-2930	223	26	figure	figure	NOUN
easat-2930	223	27	6	6	NUM
easat-2930	223	28	)	)	PUNCT
easat-2930	223	29	.	.	PUNCT
easat-2930	224	1	every	every	DET
easat-2930	224	2	category	category	NOUN
easat-2930	224	3	has	have	VERB
easat-2930	224	4	a	a	DET
easat-2930	224	5	distinct	distinct	ADJ
easat-2930	224	6	function	function	NOUN
easat-2930	224	7	in	in	ADP
easat-2930	224	8	tackling	tackle	VERB
easat-2930	224	9	cybersecurity	cybersecurity	NOUN
easat-2930	224	10	issues	issue	NOUN
easat-2930	224	11	(	(	PUNCT
easat-2930	224	12	bhuiyan	bhuiyan	X
easat-2930	224	13	et	et	PROPN
easat-2930	224	14	al	al	PROPN
easat-2930	224	15	.	.	PROPN
easat-2930	224	16	,	,	PUNCT
easat-2930	224	17	2024	2024	NUM
easat-2930	224	18	)	)	PUNCT
easat-2930	224	19	.	.	PUNCT
easat-2930	225	1	for	for	ADP
easat-2930	225	2	instance	instance	NOUN
easat-2930	225	3	,	,	PUNCT
easat-2930	225	4	unsupervised	unsupervised	ADJ
easat-2930	225	5	algorithms	algorithm	NOUN
easat-2930	225	6	are	be	AUX
easat-2930	225	7	used	use	VERB
easat-2930	225	8	to	to	PART
easat-2930	225	9	cluster	cluster	VERB
easat-2930	225	10	unlabeled	unlabele	VERB
easat-2930	225	11	data	datum	NOUN
easat-2930	225	12	and	and	CCONJ
easat-2930	225	13	lower	low	ADJ
easat-2930	225	14	feature	feature	NOUN
easat-2930	225	15	dimensionality	dimensionality	NOUN
easat-2930	225	16	,	,	PUNCT
easat-2930	225	17	while	while	SCONJ
easat-2930	225	18	supervised	supervised	ADJ
easat-2930	225	19	learning	learning	NOUN
easat-2930	225	20	is	be	AUX
easat-2930	225	21	used	use	VERB
easat-2930	225	22	to	to	PART
easat-2930	225	23	grow	grow	VERB
easat-2930	225	24	datasets	dataset	NOUN
easat-2930	225	25	and	and	CCONJ
easat-2930	225	26	generate	generate	VERB
easat-2930	225	27	predictions	prediction	NOUN
easat-2930	225	28	based	base	VERB
easat-2930	225	29	on	on	ADP
easat-2930	225	30	them	they	PRON
easat-2930	225	31	.	.	PUNCT
easat-2930	226	1	semi	semi	ADJ
easat-2930	226	2	-	-	ADJ
easat-2930	226	3	supervised	supervised	ADJ
easat-2930	226	4	learning	learning	NOUN
easat-2930	226	5	approaches	approach	NOUN
easat-2930	226	6	incorporate	incorporate	VERB
easat-2930	226	7	aspects	aspect	NOUN
easat-2930	226	8	of	of	ADP
easat-2930	226	9	both	both	CCONJ
easat-2930	226	10	unsupervised	unsupervised	ADJ
easat-2930	226	11	and	and	CCONJ
easat-2930	226	12	supervised	supervised	ADJ
easat-2930	226	13	learning	learning	NOUN
easat-2930	226	14	.	.	PUNCT
easat-2930	227	1	finally	finally	ADV
easat-2930	227	2	,	,	PUNCT
easat-2930	227	3	reinforcement	reinforcement	NOUN
easat-2930	227	4	learning	learning	NOUN
easat-2930	227	5	teaches	teach	VERB
easat-2930	227	6	machine	machine	NOUN
easat-2930	227	7	learning	learning	NOUN
easat-2930	227	8	models	model	NOUN
easat-2930	227	9	to	to	PART
easat-2930	227	10	interact	interact	VERB
easat-2930	227	11	with	with	ADP
easat-2930	227	12	4300	4300	NUM
easat-2930	227	13	edelweiss	edelweiss	PROPN
easat-2930	227	14	applied	apply	VERB
easat-2930	227	15	science	science	NOUN
easat-2930	227	16	and	and	CCONJ
easat-2930	227	17	technology	technology	NOUN
easat-2930	227	18	issn	issn	PROPN
easat-2930	227	19	:	:	PUNCT
easat-2930	227	20	2576	2576	NUM
easat-2930	227	21	-	-	SYM
easat-2930	227	22	8484	8484	NUM
easat-2930	227	23	vol	vol	NOUN
easat-2930	227	24	.	.	PROPN
easat-2930	227	25	8	8	NUM
easat-2930	227	26	,	,	PUNCT
easat-2930	227	27	no	no	INTJ
easat-2930	227	28	.	.	NOUN
easat-2930	227	29	6	6	NUM
easat-2930	227	30	:	:	SYM
easat-2930	227	31	4291	4291	NUM
easat-2930	227	32	-	-	SYM
easat-2930	227	33	4307	4307	NUM
easat-2930	227	34	,	,	PUNCT
easat-2930	227	35	2024	2024	NUM
easat-2930	227	36	doi	doi	NOUN
easat-2930	227	37	:	:	PUNCT
easat-2930	227	38	10.55214/25768484.v8i6.2930	10.55214/25768484.v8i6.2930	NUM
easat-2930	227	39	©	©	ADP
easat-2930	227	40	2024	2024	NUM
easat-2930	227	41	by	by	ADP
easat-2930	227	42	the	the	DET
easat-2930	227	43	authors	author	NOUN
easat-2930	227	44	;	;	PUNCT
easat-2930	227	45	licensee	licensee	PROPN
easat-2930	227	46	learning	learning	NOUN
easat-2930	227	47	gate	gate	VERB
easat-2930	227	48	their	their	PRON
easat-2930	227	49	surroundings	surrounding	NOUN
easat-2930	227	50	to	to	PART
easat-2930	227	51	learn	learn	VERB
easat-2930	227	52	and	and	CCONJ
easat-2930	227	53	improve	improve	VERB
easat-2930	227	54	various	various	ADJ
easat-2930	227	55	skills	skill	NOUN
easat-2930	227	56	(	(	PUNCT
easat-2930	227	57	jo	jo	NOUN
easat-2930	227	58	,	,	PUNCT
easat-2930	227	59	2020	2020	NUM
easat-2930	227	60	)	)	PUNCT
easat-2930	227	61	.	.	PUNCT
easat-2930	228	1	figure	figure	VERB
easat-2930	228	2	6	6	NUM
easat-2930	228	3	.	.	PUNCT
easat-2930	229	1	an	an	DET
easat-2930	229	2	overview	overview	NOUN
easat-2930	229	3	of	of	ADP
easat-2930	229	4	machine	machine	NOUN
easat-2930	229	5	learning	learn	VERB
easat-2930	229	6	techniques	technique	NOUN
easat-2930	229	7	used	use	VERB
easat-2930	229	8	in	in	ADP
easat-2930	229	9	cybersecurity	cybersecurity	NOUN
easat-2930	229	10	.	.	PUNCT
easat-2930	230	1	4.5	4.5	NUM
easat-2930	230	2	.	.	PUNCT
easat-2930	230	3	challenges	challenge	NOUN
easat-2930	230	4	and	and	CCONJ
easat-2930	230	5	opportunities	opportunity	NOUN
easat-2930	230	6	of	of	ADP
easat-2930	230	7	machine	machine	NOUN
easat-2930	230	8	learning	learning	NOUN
easat-2930	230	9	according	accord	VERB
easat-2930	230	10	to	to	ADP
easat-2930	230	11	hossain	hossain	PROPN
easat-2930	230	12	et	et	PROPN
easat-2930	230	13	al	al	PROPN
easat-2930	230	14	.	.	PROPN
easat-2930	230	15	2024	2024	NUM
easat-2930	230	16	,	,	PUNCT
easat-2930	230	17	these	these	DET
easat-2930	230	18	days	day	NOUN
easat-2930	230	19	,	,	PUNCT
easat-2930	230	20	machine	machine	NOUN
easat-2930	230	21	learning	learning	NOUN
easat-2930	230	22	is	be	AUX
easat-2930	230	23	having	have	VERB
easat-2930	230	24	a	a	DET
easat-2930	230	25	big	big	ADJ
easat-2930	230	26	impact	impact	NOUN
easat-2930	230	27	on	on	ADP
easat-2930	230	28	a	a	DET
easat-2930	230	29	lot	lot	NOUN
easat-2930	230	30	of	of	ADP
easat-2930	230	31	different	different	ADJ
easat-2930	230	32	industries	industry	NOUN
easat-2930	230	33	thanks	thank	NOUN
easat-2930	230	34	to	to	ADP
easat-2930	230	35	its	its	PRON
easat-2930	230	36	many	many	ADJ
easat-2930	230	37	applications	application	NOUN
easat-2930	230	38	.	.	PUNCT
easat-2930	231	1	it	it	PRON
easat-2930	231	2	influences	influence	VERB
easat-2930	231	3	various	various	ADJ
easat-2930	231	4	activities	activity	NOUN
easat-2930	231	5	and	and	CCONJ
easat-2930	231	6	processes	process	NOUN
easat-2930	231	7	and	and	CCONJ
easat-2930	231	8	is	be	AUX
easat-2930	231	9	involved	involve	VERB
easat-2930	231	10	in	in	ADP
easat-2930	231	11	many	many	ADJ
easat-2930	231	12	aspects	aspect	NOUN
easat-2930	231	13	of	of	ADP
easat-2930	231	14	our	our	PRON
easat-2930	231	15	daily	daily	ADJ
easat-2930	231	16	lives	life	NOUN
easat-2930	231	17	.	.	PUNCT
easat-2930	232	1	table	table	NOUN
easat-2930	232	2	1	1	NUM
easat-2930	232	3	.	.	PUNCT
easat-2930	232	4	prospective	prospective	ADJ
easat-2930	232	5	opportunities	opportunity	NOUN
easat-2930	232	6	of	of	ADP
easat-2930	232	7	machine	machine	NOUN
easat-2930	232	8	learning	learn	VERB
easat-2930	232	9	usages	usage	NOUN
easat-2930	232	10	.	.	PUNCT
easat-2930	233	1	opportunities	opportunity	NOUN
easat-2930	233	2	description	description	NOUN
easat-2930	233	3	references	reference	VERB
easat-2930	233	4	medical	medical	ADJ
easat-2930	233	5	diagnosis	diagnosis	NOUN
easat-2930	233	6	and	and	CCONJ
easat-2930	233	7	treatment	treatment	NOUN
easat-2930	233	8	prognostic	prognostic	ADJ
easat-2930	233	9	and	and	CCONJ
easat-2930	233	10	diagnostic	diagnostic	ADJ
easat-2930	233	11	problems	problem	NOUN
easat-2930	233	12	in	in	ADP
easat-2930	233	13	medicine	medicine	NOUN
easat-2930	233	14	and	and	CCONJ
easat-2930	233	15	healthcare	healthcare	NOUN
easat-2930	233	16	are	be	AUX
easat-2930	233	17	addressed	address	VERB
easat-2930	233	18	by	by	ADP
easat-2930	233	19	machine	machine	NOUN
easat-2930	233	20	learning	learning	NOUN
easat-2930	233	21	.	.	PUNCT
easat-2930	234	1	disease	disease	NOUN
easat-2930	234	2	detection	detection	NOUN
easat-2930	234	3	,	,	PUNCT
easat-2930	234	4	patient	patient	ADJ
easat-2930	234	5	monitoring	monitoring	NOUN
easat-2930	234	6	and	and	CCONJ
easat-2930	234	7	management	management	NOUN
easat-2930	234	8	,	,	PUNCT
easat-2930	234	9	medical	medical	ADJ
easat-2930	234	10	data	datum	NOUN
easat-2930	234	11	analysis	analysis	NOUN
easat-2930	234	12	,	,	PUNCT
easat-2930	234	13	and	and	CCONJ
easat-2930	234	14	handling	handling	NOUN
easat-2930	234	15	of	of	ADP
easat-2930	234	16	erroneous	erroneous	ADJ
easat-2930	234	17	medical	medical	ADJ
easat-2930	234	18	data	datum	NOUN
easat-2930	234	19	are	be	AUX
easat-2930	234	20	just	just	ADV
easat-2930	234	21	a	a	DET
easat-2930	234	22	few	few	ADJ
easat-2930	234	23	of	of	ADP
easat-2930	234	24	the	the	DET
easat-2930	234	25	areas	area	NOUN
easat-2930	234	26	in	in	ADP
easat-2930	234	27	which	which	PRON
easat-2930	234	28	it	it	PRON
easat-2930	234	29	finds	find	VERB
easat-2930	234	30	application	application	NOUN
easat-2930	234	31	.	.	PUNCT
easat-2930	235	1	these	these	PRON
easat-2930	235	2	are	be	AUX
easat-2930	235	3	but	but	CCONJ
easat-2930	235	4	a	a	DET
easat-2930	235	5	few	few	ADJ
easat-2930	235	6	instances	instance	NOUN
easat-2930	235	7	of	of	ADP
easat-2930	235	8	the	the	DET
easat-2930	235	9	uses	use	NOUN
easat-2930	235	10	of	of	ADP
easat-2930	235	11	artificial	artificial	ADJ
easat-2930	235	12	intelligence	intelligence	NOUN
easat-2930	235	13	in	in	ADP
easat-2930	235	14	the	the	DET
easat-2930	235	15	medical	medical	ADJ
easat-2930	235	16	field	field	NOUN
easat-2930	235	17	.	.	PUNCT
easat-2930	236	1	(	(	PUNCT
easat-2930	236	2	daphin	daphin	PROPN
easat-2930	236	3	lilda	lilda	PROPN
easat-2930	236	4	&	&	CCONJ
easat-2930	236	5	jayaparvathy	jayaparvathy	NOUN
easat-2930	236	6	,	,	PUNCT
easat-2930	236	7	2023	2023	NUM
easat-2930	236	8	)	)	PUNCT
easat-2930	236	9	compute	compute	NOUN
easat-2930	236	10	forecasts	forecast	NOUN
easat-2930	236	11	by	by	ADP
easat-2930	236	12	using	use	VERB
easat-2930	236	13	algorithms	algorithm	NOUN
easat-2930	236	14	to	to	PART
easat-2930	236	15	find	find	VERB
easat-2930	236	16	the	the	DET
easat-2930	236	17	most	most	ADV
easat-2930	236	18	efficient	efficient	ADJ
easat-2930	236	19	routes	route	NOUN
easat-2930	236	20	with	with	ADP
easat-2930	236	21	the	the	DET
easat-2930	236	22	least	least	ADJ
easat-2930	236	23	amount	amount	NOUN
easat-2930	236	24	of	of	ADP
easat-2930	236	25	traffic	traffic	NOUN
easat-2930	236	26	,	,	PUNCT
easat-2930	236	27	estimate	estimate	VERB
easat-2930	236	28	arrival	arrival	NOUN
easat-2930	236	29	times	time	NOUN
easat-2930	236	30	,	,	PUNCT
easat-2930	236	31	identify	identify	VERB
easat-2930	236	32	pick	pick	VERB
easat-2930	236	33	-	-	PUNCT
easat-2930	236	34	up	up	ADP
easat-2930	236	35	locations	location	NOUN
easat-2930	236	36	,	,	PUNCT
easat-2930	236	37	and	and	CCONJ
easat-2930	236	38	find	find	VERB
easat-2930	236	39	the	the	DET
easat-2930	236	40	quickest	quick	ADJ
easat-2930	236	41	routes	route	NOUN
easat-2930	236	42	to	to	ADP
easat-2930	236	43	destinations	destination	NOUN
easat-2930	236	44	,	,	PUNCT
easat-2930	236	45	machine	machine	NOUN
easat-2930	236	46	learning	learning	NOUN
easat-2930	236	47	improves	improve	VERB
easat-2930	236	48	platforms	platform	NOUN
easat-2930	236	49	that	that	PRON
easat-2930	236	50	use	use	VERB
easat-2930	236	51	maps	map	NOUN
easat-2930	236	52	and	and	CCONJ
easat-2930	236	53	routing	routing	NOUN
easat-2930	236	54	.	.	PUNCT
easat-2930	237	1	this	this	PRON
easat-2930	237	2	ensures	ensure	VERB
easat-2930	237	3	that	that	SCONJ
easat-2930	237	4	users	user	NOUN
easat-2930	237	5	arrive	arrive	VERB
easat-2930	237	6	on	on	ADP
easat-2930	237	7	time	time	NOUN
easat-2930	237	8	.	.	PUNCT
easat-2930	238	1	(	(	PUNCT
easat-2930	238	2	abdul	abdul	PROPN
easat-2930	238	3	et	et	PROPN
easat-2930	238	4	al	al	PROPN
easat-2930	238	5	.	.	PROPN
easat-2930	238	6	,	,	PUNCT
easat-2930	238	7	2023	2023	NUM
easat-2930	238	8	)	)	PUNCT
easat-2930	238	9	public	public	ADJ
easat-2930	238	10	security	security	NOUN
easat-2930	238	11	by	by	ADP
easat-2930	238	12	assisting	assist	VERB
easat-2930	238	13	in	in	ADP
easat-2930	238	14	the	the	DET
easat-2930	238	15	better	well	ADJ
easat-2930	238	16	prevention	prevention	NOUN
easat-2930	238	17	,	,	PUNCT
easat-2930	238	18	reduction	reduction	NOUN
easat-2930	238	19	,	,	PUNCT
easat-2930	238	20	and	and	CCONJ
easat-2930	238	21	handling	handling	NOUN
easat-2930	238	22	of	of	ADP
easat-2930	238	23	criminal	criminal	ADJ
easat-2930	238	24	activity	activity	NOUN
easat-2930	238	25	,	,	PUNCT
easat-2930	238	26	machine	machine	NOUN
easat-2930	238	27	learning	learning	NOUN
easat-2930	238	28	can	can	AUX
easat-2930	238	29	improve	improve	VERB
easat-2930	238	30	community	community	NOUN
easat-2930	238	31	(	(	PUNCT
easat-2930	238	32	özaşçılar	özaşçılar	ADJ
easat-2930	238	33	4301	4301	NUM
easat-2930	238	34	edelweiss	edelweiss	PROPN
easat-2930	238	35	applied	apply	VERB
easat-2930	238	36	science	science	NOUN
easat-2930	238	37	and	and	CCONJ
easat-2930	238	38	technology	technology	NOUN
easat-2930	238	39	issn	issn	PROPN
easat-2930	238	40	:	:	PUNCT
easat-2930	238	41	2576	2576	NUM
easat-2930	238	42	-	-	SYM
easat-2930	238	43	8484	8484	NUM
easat-2930	238	44	vol	vol	NOUN
easat-2930	238	45	.	.	PROPN
easat-2930	239	1	8	8	NUM
easat-2930	239	2	,	,	PUNCT
easat-2930	239	3	no	no	INTJ
easat-2930	239	4	.	.	NOUN
easat-2930	240	1	6	6	NUM
easat-2930	240	2	:	:	SYM
easat-2930	240	3	4291	4291	NUM
easat-2930	240	4	-	-	SYM
easat-2930	240	5	4307	4307	NUM
easat-2930	240	6	,	,	PUNCT
easat-2930	240	7	2024	2024	NUM
easat-2930	240	8	doi	doi	NOUN
easat-2930	240	9	:	:	PUNCT
easat-2930	240	10	10.55214/25768484.v8i6.2930	10.55214/25768484.v8i6.2930	NUM
easat-2930	240	11	©	©	ADP
easat-2930	240	12	2024	2024	NUM
easat-2930	240	13	by	by	ADP
easat-2930	240	14	the	the	DET
easat-2930	240	15	authors	author	NOUN
easat-2930	240	16	;	;	PUNCT
easat-2930	240	17	licensee	licensee	PROPN
easat-2930	240	18	learning	learn	VERB
easat-2930	240	19	gate	gate	PROPN
easat-2930	240	20	safety	safety	NOUN
easat-2930	240	21	.	.	PUNCT
easat-2930	241	1	et	et	PROPN
easat-2930	241	2	al	al	PROPN
easat-2930	241	3	.	.	PROPN
easat-2930	241	4	,	,	PUNCT
easat-2930	241	5	2024	2024	NUM
easat-2930	241	6	)	)	PUNCT
easat-2930	241	7	intelligent	intelligent	ADJ
easat-2930	241	8	helpers	helper	NOUN
easat-2930	241	9	smart	smart	ADJ
easat-2930	241	10	assistants	assistant	NOUN
easat-2930	241	11	,	,	PUNCT
easat-2930	241	12	like	like	ADP
easat-2930	241	13	siri	siri	NOUN
easat-2930	241	14	,	,	PUNCT
easat-2930	241	15	alexa	alexa	NOUN
easat-2930	241	16	,	,	PUNCT
easat-2930	241	17	and	and	CCONJ
easat-2930	241	18	google	google	PROPN
easat-2930	241	19	assistant	assistant	NOUN
easat-2930	241	20	,	,	PUNCT
easat-2930	241	21	are	be	AUX
easat-2930	241	22	widely	widely	ADV
easat-2930	241	23	used	use	VERB
easat-2930	241	24	in	in	ADP
easat-2930	241	25	daily	daily	ADJ
easat-2930	241	26	life	life	NOUN
easat-2930	241	27	to	to	PART
easat-2930	241	28	carry	carry	VERB
easat-2930	241	29	out	out	ADP
easat-2930	241	30	different	different	ADJ
easat-2930	241	31	tasks	task	NOUN
easat-2930	241	32	(	(	PUNCT
easat-2930	241	33	yang	yang	PROPN
easat-2930	241	34	et	et	PROPN
easat-2930	241	35	al	al	PROPN
easat-2930	241	36	.	.	PROPN
easat-2930	241	37	,	,	PUNCT
easat-2930	241	38	2021	2021	NUM
easat-2930	241	39	)	)	PUNCT
easat-2930	241	40	internet	internet	NOUN
easat-2930	241	41	safety	safety	NOUN
easat-2930	241	42	applications	application	NOUN
easat-2930	241	43	that	that	PRON
easat-2930	241	44	monitor	monitor	VERB
easat-2930	241	45	transactions	transaction	NOUN
easat-2930	241	46	and	and	CCONJ
easat-2930	241	47	differentiate	differentiate	VERB
easat-2930	241	48	between	between	ADP
easat-2930	241	49	authentic	authentic	ADJ
easat-2930	241	50	and	and	CCONJ
easat-2930	241	51	fraudulent	fraudulent	ADJ
easat-2930	241	52	activity	activity	NOUN
easat-2930	241	53	,	,	PUNCT
easat-2930	241	54	such	such	ADJ
easat-2930	241	55	as	as	ADP
easat-2930	241	56	paypal	paypal	NOUN
easat-2930	241	57	and	and	CCONJ
easat-2930	241	58	gpay	gpay	PROPN
easat-2930	241	59	,	,	PUNCT
easat-2930	241	60	use	use	VERB
easat-2930	241	61	machine	machine	NOUN
easat-2930	241	62	learning	learning	NOUN
easat-2930	241	63	.	.	PUNCT
easat-2930	242	1	by	by	ADP
easat-2930	242	2	assisting	assist	VERB
easat-2930	242	3	in	in	ADP
easat-2930	242	4	the	the	DET
easat-2930	242	5	prevention	prevention	NOUN
easat-2930	242	6	of	of	ADP
easat-2930	242	7	online	online	ADJ
easat-2930	242	8	financial	financial	ADJ
easat-2930	242	9	fraud	fraud	NOUN
easat-2930	242	10	,	,	PUNCT
easat-2930	242	11	this	this	DET
easat-2930	242	12	application	application	NOUN
easat-2930	242	13	of	of	ADP
easat-2930	242	14	machine	machine	NOUN
easat-2930	242	15	learning	learning	NOUN
easat-2930	242	16	strengthens	strengthen	VERB
easat-2930	242	17	cybersecurity	cybersecurity	NOUN
easat-2930	242	18	.	.	PUNCT
easat-2930	243	1	(	(	PUNCT
easat-2930	243	2	milon	milon	PROPN
easat-2930	243	3	,	,	PUNCT
easat-2930	243	4	2024	2024	NUM
easat-2930	243	5	;	;	PUNCT
easat-2930	243	6	pan	pan	NOUN
easat-2930	243	7	,	,	PUNCT
easat-2930	243	8	2024	2024	NUM
easat-2930	243	9	)	)	PUNCT
easat-2930	243	10	industry	industry	NOUN
easat-2930	243	11	and	and	CCONJ
easat-2930	243	12	policymaking	policymaking	NOUN
easat-2930	243	13	in	in	ADP
easat-2930	243	14	the	the	DET
easat-2930	243	15	government	government	NOUN
easat-2930	243	16	with	with	ADP
easat-2930	243	17	the	the	DET
easat-2930	243	18	aid	aid	NOUN
easat-2930	243	19	of	of	ADP
easat-2930	243	20	machine	machine	NOUN
easat-2930	243	21	learning	learning	NOUN
easat-2930	243	22	,	,	PUNCT
easat-2930	243	23	authorities	authority	NOUN
easat-2930	243	24	can	can	AUX
easat-2930	243	25	more	more	ADV
easat-2930	243	26	effectively	effectively	ADV
easat-2930	243	27	manage	manage	VERB
easat-2930	243	28	and	and	CCONJ
easat-2930	243	29	evaluate	evaluate	VERB
easat-2930	243	30	the	the	DET
easat-2930	243	31	vast	vast	ADJ
easat-2930	243	32	volumes	volume	NOUN
easat-2930	243	33	of	of	ADP
easat-2930	243	34	data	datum	NOUN
easat-2930	243	35	generated	generate	VERB
easat-2930	243	36	by	by	ADP
easat-2930	243	37	public	public	ADJ
easat-2930	243	38	monitoring	monitoring	NOUN
easat-2930	243	39	devices	device	NOUN
easat-2930	243	40	.	.	PUNCT
easat-2930	244	1	law	law	NOUN
easat-2930	244	2	enforcement	enforcement	NOUN
easat-2930	244	3	organizations	organization	NOUN
easat-2930	244	4	can	can	AUX
easat-2930	244	5	find	find	VERB
easat-2930	244	6	missing	miss	VERB
easat-2930	244	7	children	child	NOUN
easat-2930	244	8	and	and	CCONJ
easat-2930	244	9	capture	capture	VERB
easat-2930	244	10	criminals	criminal	NOUN
easat-2930	244	11	more	more	ADV
easat-2930	244	12	quickly	quickly	ADV
easat-2930	244	13	when	when	SCONJ
easat-2930	244	14	they	they	PRON
easat-2930	244	15	can	can	AUX
easat-2930	244	16	analyze	analyze	VERB
easat-2930	244	17	anomalies	anomaly	NOUN
easat-2930	244	18	and	and	CCONJ
easat-2930	244	19	potential	potential	ADJ
easat-2930	244	20	threats	threat	NOUN
easat-2930	244	21	in	in	ADP
easat-2930	244	22	real	real	ADJ
easat-2930	244	23	time	time	NOUN
easat-2930	244	24	.	.	PUNCT
easat-2930	245	1	(	(	PUNCT
easat-2930	245	2	pinsky	pinsky	PROPN
easat-2930	245	3	&	&	CCONJ
easat-2930	245	4	piranavakuma	piranavakuma	PROPN
easat-2930	245	5	r	r	PROPN
easat-2930	245	6	,	,	PUNCT
easat-2930	245	7	2024	2024	NUM
easat-2930	245	8	)	)	PUNCT
easat-2930	245	9	4.6	4.6	NUM
easat-2930	245	10	.	.	PUNCT
easat-2930	246	1	challenges	challenge	NOUN
easat-2930	246	2	of	of	ADP
easat-2930	246	3	machine	machine	NOUN
easat-2930	246	4	learning	learn	VERB
easat-2930	246	5	indeed	indeed	ADV
easat-2930	246	6	,	,	PUNCT
easat-2930	246	7	data	data	NOUN
easat-2930	246	8	-	-	PUNCT
easat-2930	246	9	driven	drive	VERB
easat-2930	246	10	decision	decision	NOUN
easat-2930	246	11	-	-	PUNCT
easat-2930	246	12	making	making	NOUN
easat-2930	246	13	enabled	enable	VERB
easat-2930	246	14	by	by	ADP
easat-2930	246	15	machine	machine	NOUN
easat-2930	246	16	learning	learning	NOUN
easat-2930	246	17	(	(	PUNCT
easat-2930	246	18	ml	ml	NOUN
easat-2930	246	19	)	)	PUNCT
easat-2930	246	20	has	have	AUX
easat-2930	246	21	revolutionized	revolutionize	VERB
easat-2930	246	22	several	several	ADJ
easat-2930	246	23	industries	industry	NOUN
easat-2930	246	24	(	(	PUNCT
easat-2930	246	25	bhuiyan	bhuiyan	X
easat-2930	246	26	et	et	PROPN
easat-2930	246	27	al	al	PROPN
easat-2930	246	28	.	.	PROPN
easat-2930	246	29	,	,	PUNCT
easat-2930	246	30	2024	2024	NUM
easat-2930	246	31	)	)	PUNCT
easat-2930	246	32	.	.	PUNCT
easat-2930	247	1	still	still	ADV
easat-2930	247	2	,	,	PUNCT
easat-2930	247	3	it	it	PRON
easat-2930	247	4	's	be	AUX
easat-2930	247	5	critical	critical	ADJ
easat-2930	247	6	to	to	PART
easat-2930	247	7	acknowledge	acknowledge	VERB
easat-2930	247	8	the	the	DET
easat-2930	247	9	real	real	ADJ
easat-2930	247	10	-	-	PUNCT
easat-2930	247	11	world	world	NOUN
easat-2930	247	12	obstacles	obstacle	NOUN
easat-2930	247	13	that	that	PRON
easat-2930	247	14	professionals	professional	NOUN
easat-2930	247	15	face	face	VERB
easat-2930	247	16	when	when	SCONJ
easat-2930	247	17	learning	learn	VERB
easat-2930	247	18	machine	machine	NOUN
easat-2930	247	19	learning	learning	NOUN
easat-2930	247	20	and	and	CCONJ
easat-2930	247	21	creating	create	VERB
easat-2930	247	22	applications	application	NOUN
easat-2930	247	23	from	from	ADP
easat-2930	247	24	the	the	DET
easat-2930	247	25	ground	ground	NOUN
easat-2930	247	26	up	up	ADP
easat-2930	247	27	.	.	PUNCT
easat-2930	248	1	this	this	DET
easat-2930	248	2	study	study	NOUN
easat-2930	248	3	will	will	AUX
easat-2930	248	4	examine	examine	VERB
easat-2930	248	5	typical	typical	ADJ
easat-2930	248	6	problems	problem	NOUN
easat-2930	248	7	in	in	ADP
easat-2930	248	8	the	the	DET
easat-2930	248	9	field	field	NOUN
easat-2930	248	10	of	of	ADP
easat-2930	248	11	ml	ml	NOUN
easat-2930	248	12	while	while	SCONJ
easat-2930	248	13	giving	give	VERB
easat-2930	248	14	a	a	DET
easat-2930	248	15	balanced	balanced	ADJ
easat-2930	248	16	,	,	PUNCT
easat-2930	248	17	realistic	realistic	ADJ
easat-2930	248	18	view	view	NOUN
easat-2930	248	19	of	of	ADP
easat-2930	248	20	these	these	DET
easat-2930	248	21	difficulties	difficulty	NOUN
easat-2930	248	22	(	(	PUNCT
easat-2930	248	23	liu	liu	PROPN
easat-2930	248	24	,	,	PUNCT
easat-2930	248	25	2023	2023	NUM
easat-2930	248	26	)	)	PUNCT
easat-2930	248	27	.	.	PUNCT
easat-2930	249	1	table	table	NOUN
easat-2930	249	2	2	2	NUM
easat-2930	249	3	.	.	PUNCT
easat-2930	249	4	prospective	prospective	ADJ
easat-2930	249	5	challenges	challenge	NOUN
easat-2930	249	6	of	of	ADP
easat-2930	249	7	using	use	VERB
easat-2930	249	8	machine	machine	NOUN
easat-2930	249	9	learning	learning	NOUN
easat-2930	249	10	.	.	PUNCT
easat-2930	250	1	challenges	challenge	VERB
easat-2930	250	2	description	description	NOUN
easat-2930	250	3	reference	reference	NOUN
easat-2930	250	4	low	low	ADJ
easat-2930	250	5	data	datum	NOUN
easat-2930	250	6	quality	quality	NOUN
easat-2930	250	7	since	since	SCONJ
easat-2930	250	8	noisy	noisy	ADJ
easat-2930	250	9	,	,	PUNCT
easat-2930	250	10	erroneous	erroneous	ADJ
easat-2930	250	11	,	,	PUNCT
easat-2930	250	12	and	and	CCONJ
easat-2930	250	13	incomplete	incomplete	ADJ
easat-2930	250	14	data	datum	NOUN
easat-2930	250	15	can	can	AUX
easat-2930	250	16	seriously	seriously	ADV
easat-2930	250	17	impair	impair	VERB
easat-2930	250	18	classification	classification	NOUN
easat-2930	250	19	accuracy	accuracy	NOUN
easat-2930	250	20	and	and	CCONJ
easat-2930	250	21	overall	overall	ADJ
easat-2930	250	22	results	result	NOUN
easat-2930	250	23	,	,	PUNCT
easat-2930	250	24	data	datum	NOUN
easat-2930	250	25	quality	quality	NOUN
easat-2930	250	26	is	be	AUX
easat-2930	250	27	an	an	DET
easat-2930	250	28	ongoing	ongoing	ADJ
easat-2930	250	29	challenge	challenge	NOUN
easat-2930	250	30	.	.	PUNCT
easat-2930	251	1	(	(	PUNCT
easat-2930	251	2	qin	qin	INTJ
easat-2930	251	3	,	,	PUNCT
easat-2930	251	4	2024	2024	NUM
easat-2930	251	5	)	)	PUNCT
easat-2930	251	6	unrepresentativ	unrepresentativ	NOUN
easat-2930	251	7	e	e	NOUN
easat-2930	251	8	training	train	VERB
easat-2930	251	9	information	information	NOUN
easat-2930	251	10	a	a	DET
easat-2930	251	11	major	major	ADJ
easat-2930	251	12	factor	factor	NOUN
easat-2930	251	13	influencing	influence	VERB
easat-2930	251	14	how	how	SCONJ
easat-2930	251	15	well	well	ADV
easat-2930	251	16	machine	machine	NOUN
easat-2930	251	17	learning	learning	NOUN
easat-2930	251	18	models	model	NOUN
easat-2930	251	19	can	can	AUX
easat-2930	251	20	generalize	generalize	VERB
easat-2930	251	21	is	be	AUX
easat-2930	251	22	how	how	SCONJ
easat-2930	251	23	representative	representative	ADJ
easat-2930	251	24	the	the	DET
easat-2930	251	25	training	training	NOUN
easat-2930	251	26	data	data	NOUN
easat-2930	251	27	is	be	AUX
easat-2930	251	28	.	.	PUNCT
easat-2930	252	1	a	a	DET
easat-2930	252	2	model	model	NOUN
easat-2930	252	3	may	may	AUX
easat-2930	252	4	produce	produce	VERB
easat-2930	252	5	predictions	prediction	NOUN
easat-2930	252	6	that	that	PRON
easat-2930	252	7	are	be	AUX
easat-2930	252	8	less	less	ADV
easat-2930	252	9	accurate	accurate	ADJ
easat-2930	252	10	and	and	CCONJ
easat-2930	252	11	show	show	VERB
easat-2930	252	12	bias	bias	NOUN
easat-2930	252	13	against	against	ADP
easat-2930	252	14	specific	specific	ADJ
easat-2930	252	15	classes	class	NOUN
easat-2930	252	16	or	or	CCONJ
easat-2930	252	17	groups	group	NOUN
easat-2930	252	18	if	if	SCONJ
easat-2930	252	19	the	the	DET
easat-2930	252	20	training	training	NOUN
easat-2930	252	21	data	datum	NOUN
easat-2930	252	22	does	do	AUX
easat-2930	252	23	not	not	PART
easat-2930	252	24	include	include	VERB
easat-2930	252	25	all	all	DET
easat-2930	252	26	relevant	relevant	ADJ
easat-2930	252	27	scenarios	scenario	NOUN
easat-2930	252	28	.	.	PUNCT
easat-2930	253	1	prediction	prediction	NOUN
easat-2930	253	2	accuracy	accuracy	NOUN
easat-2930	253	3	is	be	AUX
easat-2930	253	4	increased	increase	VERB
easat-2930	253	5	and	and	CCONJ
easat-2930	253	6	biases	bias	NOUN
easat-2930	253	7	are	be	AUX
easat-2930	253	8	lessened	lessen	VERB
easat-2930	253	9	when	when	SCONJ
easat-2930	253	10	representative	representative	ADJ
easat-2930	253	11	data	datum	NOUN
easat-2930	253	12	is	be	AUX
easat-2930	253	13	used	use	VERB
easat-2930	253	14	in	in	ADP
easat-2930	253	15	training	training	NOUN
easat-2930	253	16	.	.	PUNCT
easat-2930	254	1	(	(	PUNCT
easat-2930	254	2	mani	mani	PROPN
easat-2930	254	3	,	,	PUNCT
easat-2930	254	4	2024	2024	NUM
easat-2930	254	5	;	;	PUNCT
easat-2930	254	6	hocking	hocking	NOUN
easat-2930	254	7	,	,	PUNCT
easat-2930	254	8	2023	2023	NUM
easat-2930	254	9	)	)	PUNCT
easat-2930	254	10	surveillance	surveillance	NOUN
easat-2930	254	11	and	and	CCONJ
easat-2930	254	12	upkeep	upkeep	NOUN
easat-2930	254	13	to	to	PART
easat-2930	254	14	keep	keep	VERB
easat-2930	254	15	ml	ml	ADP
easat-2930	254	16	models	model	NOUN
easat-2930	254	17	effective	effective	ADJ
easat-2930	254	18	,	,	PUNCT
easat-2930	254	19	regular	regular	ADJ
easat-2930	254	20	maintenance	maintenance	NOUN
easat-2930	254	21	and	and	CCONJ
easat-2930	254	22	monitoring	monitoring	NOUN
easat-2930	254	23	are	be	AUX
easat-2930	254	24	essential	essential	ADJ
easat-2930	254	25	.	.	PUNCT
easat-2930	255	1	code	code	NOUN
easat-2930	255	2	modifications	modification	NOUN
easat-2930	255	3	and	and	CCONJ
easat-2930	255	4	resource	resource	NOUN
easat-2930	255	5	updates	update	NOUN
easat-2930	255	6	might	might	AUX
easat-2930	255	7	be	be	AUX
easat-2930	255	8	necessary	necessary	ADJ
easat-2930	255	9	when	when	SCONJ
easat-2930	255	10	data	datum	NOUN
easat-2930	255	11	or	or	CCONJ
easat-2930	255	12	user	user	NOUN
easat-2930	255	13	expectations	expectation	NOUN
easat-2930	255	14	change	change	NOUN
easat-2930	255	15	,	,	PUNCT
easat-2930	255	16	underscoring	underscore	VERB
easat-2930	255	17	the	the	DET
easat-2930	255	18	significance	significance	NOUN
easat-2930	255	19	of	of	ADP
easat-2930	255	20	constant	constant	ADJ
easat-2930	255	21	watchfulness	watchfulness	NOUN
easat-2930	255	22	.	.	PUNCT
easat-2930	256	1	(	(	PUNCT
easat-2930	256	2	kilpatrick	kilpatrick	PROPN
easat-2930	256	3	,	,	PUNCT
easat-2930	256	4	2024	2024	NUM
easat-2930	256	5	)	)	PUNCT
easat-2930	256	6	receiving	receive	VERB
easat-2930	256	7	unsatisfactory	unsatisfactory	ADJ
easat-2930	256	8	advice	advice	NOUN
easat-2930	256	9	due	due	ADP
easat-2930	256	10	to	to	ADP
easat-2930	256	11	data	datum	NOUN
easat-2930	256	12	drift	drift	NOUN
easat-2930	256	13	,	,	PUNCT
easat-2930	256	14	machine	machine	NOUN
easat-2930	256	15	learning	learning	NOUN
easat-2930	256	16	models	model	NOUN
easat-2930	256	17	that	that	PRON
easat-2930	256	18	are	be	AUX
easat-2930	256	19	used	use	VERB
easat-2930	256	20	in	in	ADP
easat-2930	256	21	a	a	DET
easat-2930	256	22	particular	particular	ADJ
easat-2930	256	23	context	context	NOUN
easat-2930	256	24	may	may	AUX
easat-2930	256	25	occasionally	occasionally	ADV
easat-2930	256	26	provide	provide	VERB
easat-2930	256	27	recommendations	recommendation	NOUN
easat-2930	256	28	that	that	PRON
easat-2930	256	29	are	be	AUX
easat-2930	256	30	out	out	ADP
easat-2930	256	31	of	of	ADP
easat-2930	256	32	date	date	NOUN
easat-2930	256	33	or	or	CCONJ
easat-2930	256	34	unrelated	unrelated	ADJ
easat-2930	256	35	.	.	PUNCT
easat-2930	257	1	to	to	PART
easat-2930	257	2	solve	solve	VERB
easat-2930	257	3	this	this	DET
easat-2930	257	4	problem	problem	NOUN
easat-2930	257	5	and	and	CCONJ
easat-2930	257	6	make	make	VERB
easat-2930	257	7	sure	sure	ADJ
easat-2930	257	8	that	that	SCONJ
easat-2930	257	9	recommendations	recommendation	NOUN
easat-2930	257	10	stay	stay	VERB
easat-2930	257	11	in	in	ADP
easat-2930	257	12	line	line	NOUN
easat-2930	257	13	with	with	ADP
easat-2930	257	14	what	what	PRON
easat-2930	257	15	users	user	NOUN
easat-2930	257	16	are	be	AUX
easat-2930	257	17	expecting	expect	VERB
easat-2930	257	18	today	today	NOUN
easat-2930	257	19	,	,	PUNCT
easat-2930	257	20	regular	regular	ADJ
easat-2930	257	21	data	datum	NOUN
easat-2930	257	22	updates	update	NOUN
easat-2930	257	23	and	and	CCONJ
easat-2930	257	24	monitoring	monitoring	NOUN
easat-2930	257	25	are	be	AUX
easat-2930	257	26	imperative	imperative	ADJ
easat-2930	257	27	.	.	PUNCT
easat-2930	258	1	(	(	PUNCT
easat-2930	258	2	rashed	rashe	VERB
easat-2930	258	3	et	et	PROPN
easat-2930	258	4	al	al	PROPN
easat-2930	258	5	.	.	PROPN
easat-2930	258	6	,	,	PUNCT
easat-2930	258	7	2024	2024	NUM
easat-2930	258	8	:	:	PUNCT
easat-2930	258	9	jain	jain	NOUN
easat-2930	258	10	,	,	PUNCT
easat-2930	258	11	2022	2022	NUM
easat-2930	258	12	)	)	PUNCT
easat-2930	258	13	insufficient	insufficient	ADJ
easat-2930	258	14	expert	expert	NOUN
easat-2930	258	15	resources	resource	NOUN
easat-2930	258	16	one	one	NUM
easat-2930	258	17	of	of	ADP
easat-2930	258	18	the	the	DET
easat-2930	258	19	main	main	ADJ
easat-2930	258	20	problems	problem	NOUN
easat-2930	258	21	facing	face	VERB
easat-2930	258	22	the	the	DET
easat-2930	258	23	machine	machine	NOUN
easat-2930	258	24	learning	learn	VERB
easat-2930	258	25	industry	industry	NOUN
easat-2930	258	26	is	be	AUX
easat-2930	258	27	the	the	DET
easat-2930	258	28	shortage	shortage	NOUN
easat-2930	258	29	of	of	ADP
easat-2930	258	30	qualified	qualified	ADJ
easat-2930	258	31	experts	expert	NOUN
easat-2930	258	32	with	with	ADP
easat-2930	258	33	in	in	ADP
easat-2930	258	34	-	-	PUNCT
easat-2930	258	35	depth	depth	NOUN
easat-2930	258	36	knowledge	knowledge	NOUN
easat-2930	258	37	of	of	ADP
easat-2930	258	38	science	science	NOUN
easat-2930	258	39	,	,	PUNCT
easat-2930	258	40	technology	technology	NOUN
easat-2930	258	41	,	,	PUNCT
easat-2930	258	42	and	and	CCONJ
easat-2930	258	43	mathematics	mathematic	NOUN
easat-2930	258	44	.	.	PUNCT
easat-2930	259	1	to	to	PART
easat-2930	259	2	close	close	VERB
easat-2930	259	3	this	this	DET
easat-2930	259	4	gap	gap	NOUN
easat-2930	259	5	and	and	CCONJ
easat-2930	259	6	create	create	VERB
easat-2930	259	7	a	a	DET
easat-2930	259	8	workforce	workforce	NOUN
easat-2930	259	9	equipped	equip	VERB
easat-2930	259	10	to	to	PART
easat-2930	259	11	handle	handle	VERB
easat-2930	259	12	the	the	DET
easat-2930	259	13	(	(	PUNCT
easat-2930	259	14	sah	sah	PROPN
easat-2930	259	15	&	&	CCONJ
easat-2930	259	16	abulaish	abulaish	ADJ
easat-2930	259	17	,	,	PUNCT
easat-2930	259	18	2024	2024	NUM
easat-2930	259	19	)	)	PUNCT
easat-2930	259	20	4302	4302	NUM
easat-2930	259	21	edelweiss	edelweiss	PROPN
easat-2930	259	22	applied	apply	VERB
easat-2930	259	23	science	science	NOUN
easat-2930	259	24	and	and	CCONJ
easat-2930	259	25	technology	technology	NOUN
easat-2930	259	26	issn	issn	PROPN
easat-2930	259	27	:	:	PUNCT
easat-2930	259	28	2576	2576	NUM
easat-2930	259	29	-	-	SYM
easat-2930	259	30	8484	8484	NUM
easat-2930	259	31	vol	vol	NOUN
easat-2930	259	32	.	.	PROPN
easat-2930	260	1	8	8	NUM
easat-2930	260	2	,	,	PUNCT
easat-2930	260	3	no	no	INTJ
easat-2930	260	4	.	.	NOUN
easat-2930	261	1	6	6	NUM
easat-2930	261	2	:	:	SYM
easat-2930	261	3	4291	4291	NUM
easat-2930	261	4	-	-	SYM
easat-2930	261	5	4307	4307	NUM
easat-2930	261	6	,	,	PUNCT
easat-2930	261	7	2024	2024	NUM
easat-2930	261	8	doi	doi	NOUN
easat-2930	261	9	:	:	PUNCT
easat-2930	261	10	10.55214/25768484.v8i6.2930	10.55214/25768484.v8i6.2930	NUM
easat-2930	261	11	©	©	ADP
easat-2930	261	12	2024	2024	NUM
easat-2930	261	13	by	by	ADP
easat-2930	261	14	the	the	DET
easat-2930	261	15	authors	author	NOUN
easat-2930	261	16	;	;	PUNCT
easat-2930	261	17	licensee	licensee	PROPN
easat-2930	261	18	learning	learn	VERB
easat-2930	261	19	gate	gate	NOUN
easat-2930	261	20	intricacies	intricacy	NOUN
easat-2930	261	21	of	of	ADP
easat-2930	261	22	machine	machine	NOUN
easat-2930	261	23	learning	learning	NOUN
easat-2930	261	24	,	,	PUNCT
easat-2930	261	25	training	training	NOUN
easat-2930	261	26	,	,	PUNCT
easat-2930	261	27	and	and	CCONJ
easat-2930	261	28	education	education	NOUN
easat-2930	261	29	investments	investment	NOUN
easat-2930	261	30	are	be	AUX
easat-2930	261	31	imperative	imperative	ADJ
easat-2930	261	32	.	.	PUNCT
easat-2930	262	1	machine	machine	NOUN
easat-2930	262	2	learning	learning	NOUN
easat-2930	262	3	process	process	NOUN
easat-2930	262	4	complexity	complexity	NOUN
easat-2930	262	5	for	for	ADP
easat-2930	262	6	engineers	engineer	NOUN
easat-2930	262	7	and	and	CCONJ
easat-2930	262	8	data	datum	NOUN
easat-2930	262	9	scientists	scientist	NOUN
easat-2930	262	10	,	,	PUNCT
easat-2930	262	11	the	the	DET
easat-2930	262	12	intricacy	intricacy	NOUN
easat-2930	262	13	of	of	ADP
easat-2930	262	14	the	the	DET
easat-2930	262	15	machine	machine	NOUN
easat-2930	262	16	learning	learning	NOUN
easat-2930	262	17	process	process	NOUN
easat-2930	262	18	,	,	PUNCT
easat-2930	262	19	which	which	PRON
easat-2930	262	20	is	be	AUX
easat-2930	262	21	marked	mark	VERB
easat-2930	262	22	by	by	ADP
easat-2930	262	23	experimental	experimental	ADJ
easat-2930	262	24	phases	phase	NOUN
easat-2930	262	25	and	and	CCONJ
easat-2930	262	26	ongoing	ongoing	ADJ
easat-2930	262	27	modifications	modification	NOUN
easat-2930	262	28	,	,	PUNCT
easat-2930	262	29	presents	present	VERB
easat-2930	262	30	a	a	DET
easat-2930	262	31	challenge	challenge	NOUN
easat-2930	262	32	.	.	PUNCT
easat-2930	263	1	errors	error	NOUN
easat-2930	263	2	are	be	AUX
easat-2930	263	3	more	more	ADV
easat-2930	263	4	likely	likely	ADJ
easat-2930	263	5	due	due	ADP
easat-2930	263	6	to	to	ADP
easat-2930	263	7	ml	ml	NOUN
easat-2930	263	8	's	's	PART
easat-2930	263	9	evolving	evolve	VERB
easat-2930	263	10	nature	nature	NOUN
easat-2930	263	11	and	and	CCONJ
easat-2930	263	12	the	the	DET
easat-2930	263	13	many	many	ADJ
easat-2930	263	14	experiments	experiment	NOUN
easat-2930	263	15	conducted	conduct	VERB
easat-2930	263	16	,	,	PUNCT
easat-2930	263	17	making	make	VERB
easat-2930	263	18	the	the	DET
easat-2930	263	19	process	process	NOUN
easat-2930	263	20	difficult	difficult	ADJ
easat-2930	263	21	and	and	CCONJ
easat-2930	263	22	time	time	NOUN
easat-2930	263	23	-	-	PUNCT
easat-2930	263	24	consuming	consume	VERB
easat-2930	263	25	.	.	PUNCT
easat-2930	264	1	(	(	PUNCT
easat-2930	264	2	kale	kale	X
easat-2930	264	3	et	et	PROPN
easat-2930	264	4	al	al	PROPN
easat-2930	264	5	.	.	PROPN
easat-2930	264	6	,	,	PUNCT
easat-2930	264	7	2024	2024	NUM
easat-2930	264	8	)	)	PUNCT
easat-2930	264	9	4.7	4.7	NUM
easat-2930	264	10	.	.	PUNCT
easat-2930	264	11	implication	implication	NOUN
easat-2930	264	12	askhatuly	askhatuly	ADV
easat-2930	264	13	et	et	PROPN
easat-2930	264	14	al	al	PROPN
easat-2930	264	15	.	.	PROPN
easat-2930	265	1	(	(	PUNCT
easat-2930	265	2	2024	2024	NUM
easat-2930	265	3	)	)	PUNCT
easat-2930	265	4	ml	ml	AUX
easat-2930	265	5	has	have	VERB
easat-2930	265	6	a	a	DET
easat-2930	265	7	significant	significant	ADJ
easat-2930	265	8	tool	tool	NOUN
easat-2930	265	9	which	which	PRON
easat-2930	265	10	is	be	AUX
easat-2930	265	11	enhancing	enhance	VERB
easat-2930	265	12	security	security	NOUN
easat-2930	265	13	defenses	defense	NOUN
easat-2930	265	14	for	for	ADP
easat-2930	265	15	attackers	attacker	NOUN
easat-2930	265	16	,	,	PUNCT
easat-2930	265	17	it	it	PRON
easat-2930	265	18	can	can	AUX
easat-2930	265	19	be	be	AUX
easat-2930	265	20	analyze	analyze	VERB
easat-2930	265	21	the	the	DET
easat-2930	265	22	vast	vast	ADJ
easat-2930	265	23	amount	amount	NOUN
easat-2930	265	24	of	of	ADP
easat-2930	265	25	data	datum	NOUN
easat-2930	265	26	for	for	ADP
easat-2930	265	27	secured	secure	VERB
easat-2930	265	28	the	the	DET
easat-2930	265	29	information	information	NOUN
easat-2930	265	30	systems	system	NOUN
easat-2930	265	31	.	.	PUNCT
easat-2930	266	1	this	this	DET
easat-2930	266	2	study	study	NOUN
easat-2930	266	3	exploring	explore	VERB
easat-2930	266	4	how	how	SCONJ
easat-2930	266	5	information	information	NOUN
easat-2930	266	6	systems	system	NOUN
easat-2930	266	7	dynamically	dynamically	ADV
easat-2930	266	8	improved	improve	VERB
easat-2930	266	9	and	and	CCONJ
easat-2930	266	10	automated	automate	VERB
easat-2930	266	11	uptodate	uptodate	ADJ
easat-2930	266	12	the	the	DET
easat-2930	266	13	security	security	NOUN
easat-2930	266	14	systems	system	NOUN
easat-2930	266	15	using	use	VERB
easat-2930	266	16	machine	machine	NOUN
easat-2930	266	17	learning	learning	NOUN
easat-2930	266	18	technologies	technology	NOUN
easat-2930	266	19	.	.	PUNCT
easat-2930	267	1	consequently	consequently	ADV
easat-2930	267	2	,	,	PUNCT
easat-2930	267	3	protecting	protect	VERB
easat-2930	267	4	the	the	DET
easat-2930	267	5	information	information	NOUN
easat-2930	267	6	systems	system	NOUN
easat-2930	267	7	,	,	PUNCT
easat-2930	267	8	particularly	particularly	ADV
easat-2930	267	9	one	one	NUM
easat-2930	267	10	connected	connect	VERB
easat-2930	267	11	to	to	ADP
easat-2930	267	12	the	the	DET
easat-2930	267	13	internet	internet	NOUN
easat-2930	267	14	,	,	PUNCT
easat-2930	267	15	from	from	ADP
easat-2930	267	16	cyber	cyber	PROPN
easat-2930	267	17	threats	threat	NOUN
easat-2930	267	18	,	,	PUNCT
easat-2930	267	19	attacks	attack	NOUN
easat-2930	267	20	,	,	PUNCT
easat-2930	267	21	damage	damage	NOUN
easat-2930	267	22	or	or	CCONJ
easat-2930	267	23	unauthorized	unauthorized	ADJ
easat-2930	267	24	access	access	NOUN
easat-2930	267	25	is	be	AUX
easat-2930	267	26	a	a	DET
easat-2930	267	27	crucial	crucial	ADJ
easat-2930	267	28	issue	issue	NOUN
easat-2930	267	29	that	that	PRON
easat-2930	267	30	needs	need	VERB
easat-2930	267	31	urgent	urgent	ADJ
easat-2930	267	32	attention	attention	NOUN
easat-2930	267	33	(	(	PUNCT
easat-2930	267	34	poli	poli	PROPN
easat-2930	267	35	,	,	PUNCT
easat-2930	267	36	2024	2024	NUM
easat-2930	267	37	)	)	PUNCT
easat-2930	267	38	.	.	PUNCT
easat-2930	268	1	systems	system	NOUN
easat-2930	268	2	security	security	NOUN
easat-2930	268	3	research	research	NOUN
easat-2930	268	4	has	have	AUX
easat-2930	268	5	used	use	VERB
easat-2930	268	6	a	a	DET
easat-2930	268	7	comprehensive	comprehensive	ADJ
easat-2930	268	8	toolkit	toolkit	NOUN
easat-2930	268	9	of	of	ADP
easat-2930	268	10	security	security	NOUN
easat-2930	268	11	best	good	ADJ
easat-2930	268	12	practices	practice	NOUN
easat-2930	268	13	to	to	PART
easat-2930	268	14	reduce	reduce	VERB
easat-2930	268	15	the	the	DET
easat-2930	268	16	likelihood	likelihood	NOUN
easat-2930	268	17	of	of	ADP
easat-2930	268	18	the	the	DET
easat-2930	268	19	vulnerabilities	vulnerability	NOUN
easat-2930	268	20	to	to	ADP
easat-2930	268	21	traditional	traditional	ADJ
easat-2930	268	22	software	software	NOUN
easat-2930	268	23	(	(	PUNCT
easat-2930	268	24	aslan	aslan	PROPN
easat-2930	268	25	et	et	PROPN
easat-2930	268	26	al	al	PROPN
easat-2930	268	27	.	.	PROPN
easat-2930	268	28	,	,	PUNCT
easat-2930	268	29	2023	2023	NUM
easat-2930	268	30	)	)	PUNCT
easat-2930	268	31	.	.	PUNCT
easat-2930	269	1	based	base	VERB
easat-2930	269	2	on	on	ADP
easat-2930	269	3	practical	practical	ADJ
easat-2930	269	4	experience	experience	NOUN
easat-2930	269	5	with	with	ADP
easat-2930	269	6	large	large	ADJ
easat-2930	269	7	scale	scale	NOUN
easat-2930	269	8	ml	ml	ADP
easat-2930	269	9	systems	system	NOUN
easat-2930	269	10	can	can	AUX
easat-2930	269	11	contribute	contribute	VERB
easat-2930	269	12	two	two	NUM
easat-2930	269	13	functional	functional	ADJ
easat-2930	269	14	principles	principle	NOUN
easat-2930	269	15	to	to	PART
easat-2930	269	16	guide	guide	VERB
easat-2930	269	17	machine	machine	NOUN
easat-2930	269	18	learning	learning	NOUN
easat-2930	269	19	in	in	ADP
easat-2930	269	20	information	information	NOUN
easat-2930	269	21	security	security	NOUN
easat-2930	269	22	research	research	NOUN
easat-2930	269	23	(	(	PUNCT
easat-2930	269	24	bhuiyan	bhuiyan	NOUN
easat-2930	269	25	,	,	PUNCT
easat-2930	269	26	2024	2024	NUM
easat-2930	269	27	)	)	PUNCT
easat-2930	269	28	.	.	PUNCT
easat-2930	270	1	these	these	DET
easat-2930	270	2	principles	principle	NOUN
easat-2930	270	3	are	be	AUX
easat-2930	270	4	intended	intend	VERB
easat-2930	270	5	to	to	PART
easat-2930	270	6	enhance	enhance	VERB
easat-2930	270	7	the	the	DET
easat-2930	270	8	focus	focus	NOUN
easat-2930	270	9	and	and	CCONJ
easat-2930	270	10	effectiveness	effectiveness	NOUN
easat-2930	270	11	of	of	ADP
easat-2930	270	12	this	this	DET
easat-2930	270	13	research	research	NOUN
easat-2930	270	14	in	in	ADP
easat-2930	270	15	addressing	address	VERB
easat-2930	270	16	security	security	NOUN
easat-2930	270	17	challenges	challenge	NOUN
easat-2930	270	18	(	(	PUNCT
easat-2930	270	19	jaiswal	jaiswal	PROPN
easat-2930	270	20	&	&	CCONJ
easat-2930	270	21	n	n	CCONJ
easat-2930	270	22	,	,	PUNCT
easat-2930	270	23	2024	2024	NUM
easat-2930	270	24	)	)	PUNCT
easat-2930	270	25	.	.	PUNCT
easat-2930	271	1	threat	threat	NOUN
easat-2930	271	2	modeling	modeling	NOUN
easat-2930	271	3	in	in	ADP
easat-2930	271	4	security	security	NOUN
easat-2930	271	5	systems	system	NOUN
easat-2930	271	6	,	,	PUNCT
easat-2930	271	7	threat	threat	NOUN
easat-2930	271	8	modeling	modeling	NOUN
easat-2930	271	9	is	be	AUX
easat-2930	271	10	crucial	crucial	ADJ
easat-2930	271	11	for	for	ADP
easat-2930	271	12	understanding	understand	VERB
easat-2930	271	13	potential	potential	ADJ
easat-2930	271	14	adversarial	adversarial	ADJ
easat-2930	271	15	actions	action	NOUN
easat-2930	271	16	,	,	PUNCT
easat-2930	271	17	predicting	predict	VERB
easat-2930	271	18	attack	attack	NOUN
easat-2930	271	19	vectors	vector	NOUN
easat-2930	271	20	,	,	PUNCT
easat-2930	271	21	and	and	CCONJ
easat-2930	271	22	ensuring	ensure	VERB
easat-2930	271	23	the	the	DET
easat-2930	271	24	robustness	robustness	NOUN
easat-2930	271	25	of	of	ADP
easat-2930	271	26	the	the	DET
easat-2930	271	27	systems	system	NOUN
easat-2930	271	28	.	.	PUNCT
easat-2930	272	1	threat	threat	NOUN
easat-2930	272	2	modeling	model	VERB
easat-2930	272	3	identifying	identify	VERB
easat-2930	272	4	and	and	CCONJ
easat-2930	272	5	understanding	understand	VERB
easat-2930	272	6	potential	potential	ADJ
easat-2930	272	7	security	security	NOUN
easat-2930	272	8	threats	threat	NOUN
easat-2930	272	9	,	,	PUNCT
easat-2930	272	10	anticipating	anticipate	VERB
easat-2930	272	11	how	how	SCONJ
easat-2930	272	12	attackers	attacker	NOUN
easat-2930	272	13	might	might	AUX
easat-2930	272	14	be	be	AUX
easat-2930	272	15	exploit	exploit	VERB
easat-2930	272	16	the	the	DET
easat-2930	272	17	systems	system	NOUN
easat-2930	272	18	(	(	PUNCT
easat-2930	272	19	rahman	rahman	PROPN
easat-2930	272	20	et	et	PROPN
easat-2930	272	21	al	al	PROPN
easat-2930	272	22	.	.	PROPN
easat-2930	272	23	,	,	PUNCT
easat-2930	272	24	2024	2024	NUM
easat-2930	272	25	)	)	PUNCT
easat-2930	272	26	.	.	PUNCT
easat-2930	273	1	in	in	ADP
easat-2930	273	2	information	information	NOUN
easat-2930	273	3	security	security	NOUN
easat-2930	273	4	of	of	ADP
easat-2930	273	5	threat	threat	NOUN
easat-2930	273	6	modeling	modeling	NOUN
easat-2930	273	7	has	have	VERB
easat-2930	273	8	no	no	DET
easat-2930	273	9	specific	specific	ADJ
easat-2930	273	10	approach	approach	NOUN
easat-2930	273	11	but	but	CCONJ
easat-2930	273	12	the	the	DET
easat-2930	273	13	process	process	NOUN
easat-2930	273	14	often	often	ADV
easat-2930	273	15	involves	involve	VERB
easat-2930	273	16	carefully	carefully	ADV
easat-2930	273	17	thinking	think	VERB
easat-2930	273	18	through	through	ADP
easat-2930	273	19	who	who	PRON
easat-2930	273	20	might	might	AUX
easat-2930	273	21	want	want	VERB
easat-2930	273	22	abuse	abuse	VERB
easat-2930	273	23	the	the	DET
easat-2930	273	24	system	system	NOUN
easat-2930	273	25	,	,	PUNCT
easat-2930	273	26	what	what	DET
easat-2930	273	27	capabilities	capability	NOUN
easat-2930	273	28	they	they	PRON
easat-2930	273	29	have	have	AUX
easat-2930	273	30	,	,	PUNCT
easat-2930	273	31	how	how	SCONJ
easat-2930	273	32	they	they	PRON
easat-2930	273	33	might	might	AUX
easat-2930	273	34	be	be	AUX
easat-2930	273	35	able	able	ADJ
easat-2930	273	36	to	to	PART
easat-2930	273	37	do	do	VERB
easat-2930	273	38	it	it	PRON
easat-2930	273	39	and	and	CCONJ
easat-2930	273	40	what	what	PRON
easat-2930	273	41	the	the	DET
easat-2930	273	42	overall	overall	ADJ
easat-2930	273	43	risk	risk	NOUN
easat-2930	273	44	for	for	ADP
easat-2930	273	45	exploit	exploit	VERB
easat-2930	273	46	it	it	PRON
easat-2930	273	47	.	.	PUNCT
easat-2930	274	1	machine	machine	NOUN
easat-2930	274	2	learning	learn	VERB
easat-2930	274	3	driven	drive	VERB
easat-2930	274	4	data	datum	NOUN
easat-2930	274	5	analytics	analytic	NOUN
easat-2930	274	6	have	have	AUX
easat-2930	274	7	transformed	transform	VERB
easat-2930	274	8	the	the	DET
easat-2930	274	9	information	information	NOUN
easat-2930	274	10	security	security	NOUN
easat-2930	274	11	systems	system	NOUN
easat-2930	274	12	and	and	CCONJ
easat-2930	274	13	financial	financial	ADJ
easat-2930	274	14	management	management	NOUN
easat-2930	274	15	.	.	PUNCT
easat-2930	275	1	in	in	ADP
easat-2930	275	2	security	security	NOUN
easat-2930	275	3	,	,	PUNCT
easat-2930	275	4	detection	detection	NOUN
easat-2930	275	5	and	and	CCONJ
easat-2930	275	6	monitoring	monitoring	NOUN
easat-2930	275	7	systems	system	NOUN
easat-2930	275	8	now	now	ADV
easat-2930	275	9	process	process	VERB
easat-2930	275	10	vast	vast	ADJ
easat-2930	275	11	amounts	amount	NOUN
easat-2930	275	12	of	of	ADP
easat-2930	275	13	data	datum	NOUN
easat-2930	275	14	to	to	PART
easat-2930	275	15	extract	extract	VERB
easat-2930	275	16	actionable	actionable	ADJ
easat-2930	275	17	insights	insight	NOUN
easat-2930	275	18	,	,	PUNCT
easat-2930	275	19	enabling	enable	VERB
easat-2930	275	20	analyses	analysis	NOUN
easat-2930	275	21	that	that	PRON
easat-2930	275	22	were	be	AUX
easat-2930	275	23	previously	previously	ADV
easat-2930	275	24	unattainable	unattainable	ADJ
easat-2930	275	25	(	(	PUNCT
easat-2930	275	26	åkerlund	åkerlund	NOUN
easat-2930	275	27	&	&	CCONJ
easat-2930	275	28	große	große	PROPN
easat-2930	275	29	,	,	PUNCT
easat-2930	275	30	2020	2020	NUM
easat-2930	275	31	)	)	PUNCT
easat-2930	275	32	.	.	PUNCT
easat-2930	276	1	5	5	X
easat-2930	276	2	.	.	X
easat-2930	276	3	conclusion	conclusion	VERB
easat-2930	276	4	the	the	DET
easat-2930	276	5	application	application	NOUN
easat-2930	276	6	of	of	ADP
easat-2930	276	7	machine	machine	NOUN
easat-2930	276	8	learning	learning	NOUN
easat-2930	276	9	in	in	ADP
easat-2930	276	10	the	the	DET
easat-2930	276	11	domain	domain	NOUN
easat-2930	276	12	of	of	ADP
easat-2930	276	13	information	information	NOUN
easat-2930	276	14	security	security	NOUN
easat-2930	276	15	has	have	AUX
easat-2930	276	16	significantly	significantly	ADV
easat-2930	276	17	transformed	transform	VERB
easat-2930	276	18	the	the	DET
easat-2930	276	19	way	way	NOUN
easat-2930	276	20	cyber	cyber	NOUN
easat-2930	276	21	security	security	NOUN
easat-2930	276	22	threats	threat	NOUN
easat-2930	276	23	are	be	AUX
easat-2930	276	24	managed	manage	VERB
easat-2930	276	25	.	.	PUNCT
easat-2930	277	1	ml	ml	NOUN
easat-2930	277	2	techniques	technique	NOUN
easat-2930	277	3	have	have	AUX
easat-2930	277	4	shown	show	VERB
easat-2930	277	5	exceptional	exceptional	ADJ
easat-2930	277	6	effectiveness	effectiveness	NOUN
easat-2930	277	7	in	in	ADP
easat-2930	277	8	detecting	detect	VERB
easat-2930	277	9	,	,	PUNCT
easat-2930	277	10	preventing	prevent	VERB
easat-2930	277	11	and	and	CCONJ
easat-2930	277	12	responding	respond	VERB
easat-2930	277	13	to	to	ADP
easat-2930	277	14	various	various	ADJ
easat-2930	277	15	cyberattacks	cyberattack	NOUN
easat-2930	277	16	such	such	ADJ
easat-2930	277	17	as	as	ADP
easat-2930	277	18	malware	malware	NOUN
easat-2930	277	19	,	,	PUNCT
easat-2930	277	20	phishing	phishing	NOUN
easat-2930	277	21	and	and	CCONJ
easat-2930	277	22	system	system	NOUN
easat-2930	277	23	intrusions	intrusion	NOUN
easat-2930	277	24	,	,	PUNCT
easat-2930	277	25	which	which	PRON
easat-2930	277	26	continue	continue	VERB
easat-2930	277	27	to	to	PART
easat-2930	277	28	evolve	evolve	VERB
easat-2930	277	29	in	in	ADP
easat-2930	277	30	complexity	complexity	NOUN
easat-2930	277	31	(	(	PUNCT
easat-2930	277	32	xiao	xiao	PROPN
easat-2930	277	33	,	,	PUNCT
easat-2930	277	34	2023	2023	NUM
easat-2930	277	35	)	)	PUNCT
easat-2930	277	36	.	.	PUNCT
easat-2930	278	1	algorithms	algorithm	NOUN
easat-2930	278	2	from	from	ADP
easat-2930	278	3	supervised	supervised	ADJ
easat-2930	278	4	and	and	CCONJ
easat-2930	278	5	supervised	supervise	VERB
easat-2930	278	6	semi	semi	ADV
easat-2930	278	7	supervised	supervised	ADJ
easat-2930	278	8	and	and	CCONJ
easat-2930	278	9	reinforcement	reinforcement	NOUN
easat-2930	278	10	learning	learning	NOUN
easat-2930	278	11	categories	category	NOUN
easat-2930	278	12	are	be	AUX
easat-2930	278	13	being	be	AUX
easat-2930	278	14	applied	apply	VERB
easat-2930	278	15	to	to	PART
easat-2930	278	16	identify	identify	VERB
easat-2930	278	17	malicious	malicious	ADJ
easat-2930	278	18	patterns	pattern	NOUN
easat-2930	278	19	,	,	PUNCT
easat-2930	278	20	automate	automate	VERB
easat-2930	278	21	the	the	DET
easat-2930	278	22	detection	detection	NOUN
easat-2930	278	23	process	process	NOUN
easat-2930	278	24	and	and	CCONJ
easat-2930	278	25	strengthen	strengthen	VERB
easat-2930	278	26	security	security	NOUN
easat-2930	278	27	systems	system	NOUN
easat-2930	278	28	.	.	PUNCT
easat-2930	279	1	nevertheless	nevertheless	ADV
easat-2930	279	2	,	,	PUNCT
easat-2930	279	3	several	several	ADJ
easat-2930	279	4	challenges	challenge	NOUN
easat-2930	279	5	persist	persist	VERB
easat-2930	279	6	.	.	PUNCT
easat-2930	280	1	these	these	PRON
easat-2930	280	2	include	include	VERB
easat-2930	280	3	improving	improve	VERB
easat-2930	280	4	data	datum	NOUN
easat-2930	280	5	quality	quality	NOUN
easat-2930	280	6	,	,	PUNCT
easat-2930	280	7	ensuring	ensure	VERB
easat-2930	280	8	real	real	ADJ
easat-2930	280	9	time	time	NOUN
easat-2930	280	10	adaptability	adaptability	NOUN
easat-2930	280	11	and	and	CCONJ
easat-2930	280	12	addressing	address	VERB
easat-2930	280	13	concerns	concern	NOUN
easat-2930	280	14	related	relate	VERB
easat-2930	280	15	to	to	ADP
easat-2930	280	16	the	the	DET
easat-2930	280	17	transparency	transparency	NOUN
easat-2930	280	18	and	and	CCONJ
easat-2930	280	19	clarify	clarify	VERB
easat-2930	280	20	capacity	capacity	NOUN
easat-2930	280	21	of	of	ADP
easat-2930	280	22	ml	ml	NOUN
easat-2930	280	23	models	model	NOUN
easat-2930	280	24	(	(	PUNCT
easat-2930	280	25	ghanbari	ghanbari	X
easat-2930	280	26	et	et	PROPN
easat-2930	280	27	al	al	PROPN
easat-2930	280	28	.	.	PROPN
easat-2930	280	29	,	,	PUNCT
easat-2930	280	30	2024	2024	NUM
easat-2930	280	31	)	)	PUNCT
easat-2930	280	32	.	.	PUNCT
easat-2930	281	1	parfenov	parfenov	PROPN
easat-2930	281	2	et	et	PROPN
easat-2930	281	3	al	al	PROPN
easat-2930	281	4	.	.	PROPN
easat-2930	282	1	(	(	PUNCT
easat-2930	282	2	2023	2023	NUM
easat-2930	282	3	)	)	PUNCT
easat-2930	282	4	adversarial	adversarial	ADJ
easat-2930	282	5	attacks	attack	NOUN
easat-2930	282	6	on	on	ADP
easat-2930	282	7	ml	ml	NOUN
easat-2930	282	8	systems	system	NOUN
easat-2930	282	9	end	end	VERB
easat-2930	282	10	the	the	DET
easat-2930	282	11	environmental	environmental	ADJ
easat-2930	282	12	impact	impact	NOUN
easat-2930	282	13	associated	associate	VERB
easat-2930	282	14	with	with	ADP
easat-2930	282	15	training	train	VERB
easat-2930	282	16	large	large	ADJ
easat-2930	282	17	scale	scale	NOUN
easat-2930	282	18	models	model	NOUN
easat-2930	282	19	also	also	ADV
easat-2930	282	20	present	present	VERB
easat-2930	282	21	ongoing	ongoing	ADJ
easat-2930	282	22	issues	issue	NOUN
easat-2930	282	23	.	.	PUNCT
easat-2930	283	1	furthermore	furthermore	ADV
easat-2930	283	2	,	,	PUNCT
easat-2930	283	3	there	there	PRON
easat-2930	283	4	is	be	VERB
easat-2930	283	5	a	a	DET
easat-2930	283	6	need	need	NOUN
easat-2930	283	7	for	for	ADP
easat-2930	283	8	more	more	ADV
easat-2930	283	9	comprehensive	comprehensive	ADJ
easat-2930	283	10	studies	study	NOUN
easat-2930	283	11	covering	cover	VERB
easat-2930	283	12	the	the	DET
easat-2930	283	13	entire	entire	ADJ
easat-2930	283	14	ml	ml	NOUN
easat-2930	283	15	life	life	NOUN
easat-2930	283	16	cycle	cycle	NOUN
easat-2930	283	17	from	from	ADP
easat-2930	283	18	model	model	NOUN
easat-2930	283	19	development	development	NOUN
easat-2930	283	20	to	to	ADP
easat-2930	283	21	deployment	deployment	NOUN
easat-2930	283	22	,	,	PUNCT
easat-2930	283	23	highlighting	highlight	VERB
easat-2930	283	24	gaps	gap	NOUN
easat-2930	283	25	in	in	ADP
easat-2930	283	26	existing	exist	VERB
easat-2930	283	27	research	research	NOUN
easat-2930	283	28	(	(	PUNCT
easat-2930	283	29	hossen	hossen	NOUN
easat-2930	283	30	et	et	PROPN
easat-2930	283	31	al	al	PROPN
easat-2930	283	32	.	.	PROPN
easat-2930	283	33	,	,	PUNCT
easat-2930	283	34	2025	2025	NUM
easat-2930	283	35	)	)	PUNCT
easat-2930	283	36	.	.	PUNCT
easat-2930	284	1	according	accord	VERB
easat-2930	284	2	to	to	ADP
easat-2930	284	3	shanmugam	shanmugam	PROPN
easat-2930	284	4	et	et	PROPN
easat-2930	284	5	al	al	PROPN
easat-2930	284	6	.	.	PROPN
easat-2930	285	1	(	(	PUNCT
easat-2930	285	2	2023	2023	NUM
easat-2930	285	3	)	)	PUNCT
easat-2930	285	4	,	,	PUNCT
easat-2930	285	5	future	future	ADJ
easat-2930	285	6	results	result	NOUN
easat-2930	285	7	should	should	AUX
easat-2930	285	8	focus	focus	VERB
easat-2930	285	9	on	on	ADP
easat-2930	285	10	building	build	VERB
easat-2930	285	11	more	more	ADV
easat-2930	285	12	resilient	resilient	ADJ
easat-2930	285	13	ml	ml	NOUN
easat-2930	285	14	models	model	NOUN
easat-2930	285	15	to	to	PART
easat-2930	285	16	counter	counter	VERB
easat-2930	285	17	adversarial	adversarial	ADJ
easat-2930	285	18	threats	threat	NOUN
easat-2930	285	19	,	,	PUNCT
easat-2930	285	20	refining	refining	NOUN
easat-2930	285	21	approaches	approach	NOUN
easat-2930	285	22	to	to	PART
easat-2930	285	23	detect	detect	VERB
easat-2930	285	24	emerging	emerge	VERB
easat-2930	285	25	threats	threat	NOUN
easat-2930	285	26	like	like	ADP
easat-2930	285	27	newly	newly	ADV
easat-2930	285	28	developed	develop	VERB
easat-2930	285	29	phishing	phishe	VERB
easat-2930	285	30	sites	site	NOUN
easat-2930	285	31	and	and	CCONJ
easat-2930	285	32	enhancing	enhance	VERB
easat-2930	285	33	collaboration	collaboration	NOUN
easat-2930	285	34	between	between	ADP
easat-2930	285	35	ai	ai	ADJ
easat-2930	285	36	experts	expert	NOUN
easat-2930	285	37	and	and	CCONJ
easat-2930	285	38	industry	industry	NOUN
easat-2930	285	39	professionals	professional	NOUN
easat-2930	285	40	(	(	PUNCT
easat-2930	285	41	bhuiyan	bhuiyan	X
easat-2930	285	42	et	et	PROPN
easat-2930	285	43	al	al	PROPN
easat-2930	285	44	.	.	PROPN
easat-2930	285	45	,	,	PUNCT
easat-2930	285	46	2024	2024	NUM
easat-2930	285	47	)	)	PUNCT
easat-2930	285	48	.	.	PUNCT
easat-2930	286	1	advancement	advancement	NOUN
easat-2930	286	2	in	in	ADP
easat-2930	286	3	deep	deep	ADJ
easat-2930	286	4	learning	learning	NOUN
easat-2930	286	5	privacy	privacy	NOUN
easat-2930	286	6	preserving	preserve	VERB
easat-2930	286	7	techniques	technique	NOUN
easat-2930	286	8	and	and	CCONJ
easat-2930	286	9	scalable	scalable	ADJ
easat-2930	286	10	ml	ml	NOUN
easat-2930	286	11	applications	application	NOUN
easat-2930	286	12	are	be	AUX
easat-2930	286	13	expected	expect	VERB
easat-2930	286	14	to	to	PART
easat-2930	286	15	drive	drive	VERB
easat-2930	286	16	further	further	ADJ
easat-2930	286	17	progress	progress	NOUN
easat-2930	286	18	in	in	ADP
easat-2930	286	19	securing	secure	VERB
easat-2930	286	20	information	information	NOUN
easat-2930	286	21	systems	system	NOUN
easat-2930	286	22	.	.	PUNCT
easat-2930	287	1	4303	4303	NUM
easat-2930	287	2	edelweiss	edelweiss	PROPN
easat-2930	287	3	applied	apply	VERB
easat-2930	287	4	science	science	NOUN
easat-2930	287	5	and	and	CCONJ
easat-2930	287	6	technology	technology	NOUN
easat-2930	287	7	issn	issn	PROPN
easat-2930	287	8	:	:	PUNCT
easat-2930	287	9	2576	2576	NUM
easat-2930	287	10	-	-	SYM
easat-2930	287	11	8484	8484	NUM
easat-2930	287	12	vol	vol	NOUN
easat-2930	287	13	.	.	PROPN
easat-2930	287	14	8	8	NUM
easat-2930	287	15	,	,	PUNCT
easat-2930	287	16	no	no	INTJ
easat-2930	287	17	.	.	NOUN
easat-2930	288	1	6	6	NUM
easat-2930	288	2	:	:	SYM
easat-2930	288	3	4291	4291	NUM
easat-2930	288	4	-	-	SYM
easat-2930	288	5	4307	4307	NUM
easat-2930	288	6	,	,	PUNCT
easat-2930	288	7	2024	2024	NUM
easat-2930	288	8	doi	doi	NOUN
easat-2930	288	9	:	:	PUNCT
easat-2930	288	10	10.55214/25768484.v8i6.2930	10.55214/25768484.v8i6.2930	NUM
easat-2930	288	11	©	©	ADP
easat-2930	288	12	2024	2024	NUM
easat-2930	288	13	by	by	ADP
easat-2930	288	14	the	the	DET
easat-2930	288	15	authors	author	NOUN
easat-2930	288	16	;	;	PUNCT
easat-2930	288	17	licensee	licensee	PROPN
easat-2930	288	18	learning	learning	NOUN
easat-2930	288	19	gate	gate	NOUN
easat-2930	288	20	5.1	5.1	NUM
easat-2930	288	21	.	.	PUNCT
easat-2930	289	1	limitations	limitation	NOUN
easat-2930	289	2	according	accord	VERB
easat-2930	289	3	to	to	ADP
easat-2930	289	4	faraji	faraji	PROPN
easat-2930	289	5	et	et	PROPN
easat-2930	289	6	al	al	PROPN
easat-2930	289	7	.	.	PROPN
easat-2930	290	1	(	(	PUNCT
easat-2930	290	2	2024	2024	NUM
easat-2930	290	3	)	)	PUNCT
easat-2930	290	4	,	,	PUNCT
easat-2930	290	5	though	though	SCONJ
easat-2930	290	6	it	it	PRON
easat-2930	290	7	still	still	ADV
easat-2930	290	8	has	have	VERB
easat-2930	290	9	some	some	DET
easat-2930	290	10	disadvantages	disadvantage	NOUN
easat-2930	290	11	,	,	PUNCT
easat-2930	290	12	machine	machine	NOUN
easat-2930	290	13	learning	learning	NOUN
easat-2930	290	14	has	have	AUX
easat-2930	290	15	advanced	advance	VERB
easat-2930	290	16	significantly	significantly	ADV
easat-2930	290	17	in	in	ADP
easat-2930	290	18	recent	recent	ADJ
easat-2930	290	19	years	year	NOUN
easat-2930	290	20	.	.	PUNCT
easat-2930	291	1	because	because	SCONJ
easat-2930	291	2	of	of	ADP
easat-2930	291	3	these	these	DET
easat-2930	291	4	drawbacks	drawback	NOUN
easat-2930	291	5	,	,	PUNCT
easat-2930	291	6	utilizing	utilize	VERB
easat-2930	291	7	these	these	DET
easat-2930	291	8	technologies	technology	NOUN
easat-2930	291	9	thoughtfully	thoughtfully	ADV
easat-2930	291	10	is	be	AUX
easat-2930	291	11	crucial	crucial	ADJ
easat-2930	291	12	because	because	SCONJ
easat-2930	291	13	they	they	PRON
easat-2930	291	14	can	can	AUX
easat-2930	291	15	have	have	VERB
easat-2930	291	16	major	major	ADJ
easat-2930	291	17	impacts	impact	NOUN
easat-2930	291	18	on	on	ADP
easat-2930	291	19	real	real	ADJ
easat-2930	291	20	-	-	PUNCT
easat-2930	291	21	world	world	NOUN
easat-2930	291	22	applications	application	NOUN
easat-2930	291	23	.	.	PUNCT
easat-2930	292	1	a	a	DET
easat-2930	292	2	true	true	ADJ
easat-2930	292	3	understanding	understanding	NOUN
easat-2930	292	4	is	be	AUX
easat-2930	292	5	often	often	ADV
easat-2930	292	6	lacking	lack	VERB
easat-2930	292	7	in	in	ADP
easat-2930	292	8	machine	machine	NOUN
easat-2930	292	9	learning	learning	NOUN
easat-2930	292	10	models	model	NOUN
easat-2930	292	11	,	,	PUNCT
easat-2930	292	12	which	which	PRON
easat-2930	292	13	instead	instead	ADV
easat-2930	292	14	provide	provide	VERB
easat-2930	292	15	predictions	prediction	NOUN
easat-2930	292	16	based	base	VERB
easat-2930	292	17	only	only	ADV
easat-2930	292	18	on	on	ADP
easat-2930	292	19	statistical	statistical	ADJ
easat-2930	292	20	patterns	pattern	NOUN
easat-2930	292	21	.	.	PUNCT
easat-2930	293	1	machine	machine	NOUN
easat-2930	293	2	learning	learning	NOUN
easat-2930	293	3	models	model	NOUN
easat-2930	293	4	lack	lack	VERB
easat-2930	293	5	true	true	ADJ
easat-2930	293	6	awareness	awareness	NOUN
easat-2930	293	7	or	or	CCONJ
easat-2930	293	8	understanding	understanding	NOUN
easat-2930	293	9	,	,	PUNCT
easat-2930	293	10	even	even	ADV
easat-2930	293	11	though	though	SCONJ
easat-2930	293	12	they	they	PRON
easat-2930	293	13	can	can	AUX
easat-2930	293	14	recognize	recognize	VERB
easat-2930	293	15	correlations	correlation	NOUN
easat-2930	293	16	and	and	CCONJ
easat-2930	293	17	patterns	pattern	NOUN
easat-2930	293	18	in	in	ADP
easat-2930	293	19	data	datum	NOUN
easat-2930	293	20	(	(	PUNCT
easat-2930	293	21	könig	könig	PROPN
easat-2930	293	22	&	&	CCONJ
easat-2930	293	23	vellido	vellido	NOUN
easat-2930	293	24	,	,	PUNCT
easat-2930	293	25	2024	2024	NUM
easat-2930	293	26	)	)	PUNCT
easat-2930	293	27	.	.	PUNCT
easat-2930	294	1	artificial	artificial	ADJ
easat-2930	294	2	intelligence	intelligence	NOUN
easat-2930	294	3	(	(	PUNCT
easat-2930	294	4	ai	ai	NOUN
easat-2930	294	5	)	)	PUNCT
easat-2930	294	6	systems	system	NOUN
easat-2930	294	7	can	can	AUX
easat-2930	294	8	not	not	PART
easat-2930	294	9	generate	generate	VERB
easat-2930	294	10	truly	truly	ADV
easat-2930	294	11	original	original	ADJ
easat-2930	294	12	ideas	idea	NOUN
easat-2930	294	13	,	,	PUNCT
easat-2930	294	14	nor	nor	CCONJ
easat-2930	294	15	can	can	AUX
easat-2930	294	16	they	they	PRON
easat-2930	294	17	understand	understand	VERB
easat-2930	294	18	irony	irony	NOUN
easat-2930	294	19	,	,	PUNCT
easat-2930	294	20	sarcasm	sarcasm	NOUN
easat-2930	294	21	,	,	PUNCT
easat-2930	294	22	or	or	CCONJ
easat-2930	294	23	humor	humor	NOUN
easat-2930	294	24	.	.	PUNCT
easat-2930	295	1	as	as	ADP
easat-2930	295	2	such	such	ADJ
easat-2930	295	3	,	,	PUNCT
easat-2930	295	4	ai	ai	AUX
easat-2930	295	5	might	might	AUX
easat-2930	295	6	not	not	PART
easat-2930	295	7	be	be	AUX
easat-2930	295	8	able	able	ADJ
easat-2930	295	9	to	to	PART
easat-2930	295	10	carry	carry	VERB
easat-2930	295	11	out	out	ADP
easat-2930	295	12	tasks	task	NOUN
easat-2930	295	13	requiring	require	VERB
easat-2930	295	14	creativity	creativity	NOUN
easat-2930	295	15	or	or	CCONJ
easat-2930	295	16	intuition	intuition	NOUN
easat-2930	295	17	as	as	ADV
easat-2930	295	18	well	well	ADV
easat-2930	295	19	as	as	ADP
easat-2930	295	20	humans	human	NOUN
easat-2930	295	21	.	.	PUNCT
easat-2930	296	1	furthermore	furthermore	ADV
easat-2930	296	2	,	,	PUNCT
easat-2930	296	3	it	it	PRON
easat-2930	296	4	may	may	AUX
easat-2930	296	5	be	be	AUX
easat-2930	296	6	challenging	challenge	VERB
easat-2930	296	7	to	to	PART
easat-2930	296	8	interpret	interpret	VERB
easat-2930	296	9	machine	machine	NOUN
easat-2930	296	10	learning	learning	NOUN
easat-2930	296	11	algorithms	algorithm	NOUN
easat-2930	296	12	applied	apply	VERB
easat-2930	296	13	to	to	ADP
easat-2930	296	14	highly	highly	ADV
easat-2930	296	15	unstructured	unstructured	ADJ
easat-2930	296	16	data	datum	NOUN
easat-2930	296	17	due	due	ADP
easat-2930	296	18	to	to	ADP
easat-2930	296	19	intricate	intricate	ADJ
easat-2930	296	20	and	and	CCONJ
easat-2930	296	21	difficult	difficult	ADJ
easat-2930	296	22	-	-	PUNCT
easat-2930	296	23	to	to	PART
easat-2930	296	24	-	-	PUNCT
easat-2930	296	25	understand	understand	VERB
easat-2930	296	26	relationships	relationship	NOUN
easat-2930	296	27	and	and	CCONJ
easat-2930	296	28	patterns	pattern	NOUN
easat-2930	296	29	(	(	PUNCT
easat-2930	296	30	kosaraju	kosaraju	NOUN
easat-2930	296	31	&	&	CCONJ
easat-2930	296	32	buddiga	buddiga	PROPN
easat-2930	296	33	,	,	PUNCT
easat-2930	296	34	2024	2024	NUM
easat-2930	296	35	)	)	PUNCT
easat-2930	296	36	.	.	PUNCT
easat-2930	297	1	gao	gao	PROPN
easat-2930	297	2	et	et	PROPN
easat-2930	297	3	al	al	PROPN
easat-2930	297	4	.	.	PROPN
easat-2930	297	5	(	(	PUNCT
easat-2930	297	6	2023	2023	NUM
easat-2930	297	7	)	)	PUNCT
easat-2930	297	8	furthermore	furthermore	ADV
easat-2930	297	9	,	,	PUNCT
easat-2930	297	10	finding	find	VERB
easat-2930	297	11	relevant	relevant	ADJ
easat-2930	297	12	characteristics	characteristic	NOUN
easat-2930	297	13	that	that	PRON
easat-2930	297	14	precisely	precisely	ADV
easat-2930	297	15	capture	capture	VERB
easat-2930	297	16	the	the	DET
easat-2930	297	17	underlying	underlie	VERB
easat-2930	297	18	patterns	pattern	NOUN
easat-2930	297	19	in	in	ADP
easat-2930	297	20	such	such	ADJ
easat-2930	297	21	data	datum	NOUN
easat-2930	297	22	can	can	AUX
easat-2930	297	23	be	be	AUX
easat-2930	297	24	difficult	difficult	ADJ
easat-2930	297	25	,	,	PUNCT
easat-2930	297	26	making	make	VERB
easat-2930	297	27	feature	feature	NOUN
easat-2930	297	28	engineering	engineer	VERB
easat-2930	297	29	a	a	DET
easat-2930	297	30	tedious	tedious	ADJ
easat-2930	297	31	and	and	CCONJ
easat-2930	297	32	complex	complex	ADJ
easat-2930	297	33	process	process	NOUN
easat-2930	297	34	.	.	PUNCT
easat-2930	298	1	preprocessing	preprocesse	VERB
easat-2930	298	2	methods	method	NOUN
easat-2930	298	3	like	like	ADP
easat-2930	298	4	data	datum	NOUN
easat-2930	298	5	cleaning	cleaning	NOUN
easat-2930	298	6	and	and	CCONJ
easat-2930	298	7	normalization	normalization	NOUN
easat-2930	298	8	are	be	AUX
easat-2930	298	9	frequently	frequently	ADV
easat-2930	298	10	required	require	VERB
easat-2930	298	11	to	to	PART
easat-2930	298	12	lessen	lessen	VERB
easat-2930	298	13	the	the	DET
easat-2930	298	14	impact	impact	NOUN
easat-2930	298	15	of	of	ADP
easat-2930	298	16	noise	noise	NOUN
easat-2930	298	17	and	and	CCONJ
easat-2930	298	18	ambiguity	ambiguity	NOUN
easat-2930	298	19	in	in	ADP
easat-2930	298	20	the	the	DET
easat-2930	298	21	data	datum	NOUN
easat-2930	298	22	.	.	PUNCT
easat-2930	299	1	furthermore	furthermore	ADV
easat-2930	299	2	,	,	PUNCT
easat-2930	299	3	machine	machine	NOUN
easat-2930	299	4	learning	learn	VERB
easat-2930	299	5	algorithms	algorithm	NOUN
easat-2930	299	6	might	might	AUX
easat-2930	299	7	not	not	PART
easat-2930	299	8	function	function	VERB
easat-2930	299	9	well	well	ADV
easat-2930	299	10	in	in	ADP
easat-2930	299	11	situations	situation	NOUN
easat-2930	299	12	where	where	SCONJ
easat-2930	299	13	the	the	DET
easat-2930	299	14	data	datum	NOUN
easat-2930	299	15	is	be	AUX
easat-2930	299	16	continuously	continuously	ADV
easat-2930	299	17	changing	change	VERB
easat-2930	299	18	or	or	CCONJ
easat-2930	299	19	evolving	evolve	VERB
easat-2930	299	20	(	(	PUNCT
easat-2930	299	21	milon	milon	PROPN
easat-2930	299	22	et	et	PROPN
easat-2930	299	23	al	al	PROPN
easat-2930	299	24	.	.	PROPN
easat-2930	299	25	,	,	PUNCT
easat-2930	299	26	2024	2024	NUM
easat-2930	299	27	)	)	PUNCT
easat-2930	299	28	.	.	PUNCT
easat-2930	300	1	5.2	5.2	NUM
easat-2930	300	2	.	.	PUNCT
easat-2930	301	1	future	future	ADJ
easat-2930	301	2	research	research	NOUN
easat-2930	301	3	from	from	ADP
easat-2930	301	4	the	the	DET
easat-2930	301	5	perspective	perspective	NOUN
easat-2930	301	6	of	of	ADP
easat-2930	301	7	abdel	abdel	NOUN
easat-2930	301	8	-	-	PUNCT
easat-2930	301	9	basset	basset	NOUN
easat-2930	301	10	et	et	PROPN
easat-2930	301	11	al	al	PROPN
easat-2930	301	12	.	.	PROPN
easat-2930	302	1	(	(	PUNCT
easat-2930	302	2	2024	2024	NUM
easat-2930	302	3	)	)	PUNCT
easat-2930	302	4	,	,	PUNCT
easat-2930	302	5	many	many	ADJ
easat-2930	302	6	types	type	NOUN
easat-2930	302	7	of	of	ADP
easat-2930	302	8	machine	machine	NOUN
easat-2930	302	9	learning	learning	NOUN
easat-2930	302	10	models	model	NOUN
easat-2930	302	11	will	will	AUX
easat-2930	302	12	be	be	AUX
easat-2930	302	13	applied	apply	VERB
easat-2930	302	14	for	for	ADP
easat-2930	302	15	cloud	cloud	ADJ
easat-2930	302	16	security	security	NOUN
easat-2930	302	17	in	in	ADP
easat-2930	302	18	the	the	DET
easat-2930	302	19	future	future	NOUN
easat-2930	302	20	.	.	PUNCT
easat-2930	303	1	nonetheless	nonetheless	ADV
easat-2930	303	2	,	,	PUNCT
easat-2930	303	3	scientists	scientist	NOUN
easat-2930	303	4	are	be	AUX
easat-2930	303	5	investigating	investigate	VERB
easat-2930	303	6	the	the	DET
easat-2930	303	7	effectiveness	effectiveness	NOUN
easat-2930	303	8	of	of	ADP
easat-2930	303	9	different	different	ADJ
easat-2930	303	10	feature	feature	NOUN
easat-2930	303	11	extraction	extraction	NOUN
easat-2930	303	12	and	and	CCONJ
easat-2930	303	13	preprocessing	preprocessing	NOUN
easat-2930	303	14	methods	method	NOUN
easat-2930	303	15	to	to	PART
easat-2930	303	16	enhance	enhance	VERB
easat-2930	303	17	the	the	DET
easat-2930	303	18	data	datum	NOUN
easat-2930	303	19	quality	quality	NOUN
easat-2930	303	20	for	for	ADP
easat-2930	303	21	these	these	DET
easat-2930	303	22	algorithms	algorithm	NOUN
easat-2930	303	23	.	.	PUNCT
easat-2930	304	1	new	new	ADJ
easat-2930	304	2	ensemble	ensemble	ADJ
easat-2930	304	3	learning	learning	NOUN
easat-2930	304	4	strategies	strategy	NOUN
easat-2930	304	5	should	should	AUX
easat-2930	304	6	be	be	AUX
easat-2930	304	7	the	the	DET
easat-2930	304	8	focus	focus	NOUN
easat-2930	304	9	of	of	ADP
easat-2930	304	10	future	future	ADJ
easat-2930	304	11	research	research	NOUN
easat-2930	304	12	to	to	PART
easat-2930	304	13	improve	improve	VERB
easat-2930	304	14	the	the	DET
easat-2930	304	15	accuracy	accuracy	NOUN
easat-2930	304	16	and	and	CCONJ
easat-2930	304	17	robustness	robustness	NOUN
easat-2930	304	18	of	of	ADP
easat-2930	304	19	machine	machine	NOUN
easat-2930	304	20	learning	learning	NOUN
easat-2930	304	21	models	model	NOUN
easat-2930	304	22	used	use	VERB
easat-2930	304	23	to	to	PART
easat-2930	304	24	analyze	analyze	VERB
easat-2930	304	25	unstructured	unstructured	ADJ
easat-2930	304	26	data	datum	NOUN
easat-2930	304	27	(	(	PUNCT
easat-2930	304	28	liu	liu	PROPN
easat-2930	304	29	,	,	PUNCT
easat-2930	304	30	2023	2023	NUM
easat-2930	304	31	)	)	PUNCT
easat-2930	304	32	.	.	PUNCT
easat-2930	305	1	the	the	DET
easat-2930	305	2	main	main	ADJ
easat-2930	305	3	objective	objective	NOUN
easat-2930	305	4	of	of	ADP
easat-2930	305	5	future	future	ADJ
easat-2930	305	6	research	research	NOUN
easat-2930	305	7	should	should	AUX
easat-2930	305	8	be	be	AUX
easat-2930	305	9	to	to	PART
easat-2930	305	10	create	create	VERB
easat-2930	305	11	novel	novel	ADJ
easat-2930	305	12	privacy	privacy	NOUN
easat-2930	305	13	-	-	PUNCT
easat-2930	305	14	preserving	preserve	VERB
easat-2930	305	15	methods	method	NOUN
easat-2930	305	16	that	that	PRON
easat-2930	305	17	protect	protect	VERB
easat-2930	305	18	sensitive	sensitive	ADJ
easat-2930	305	19	data	datum	NOUN
easat-2930	305	20	and	and	CCONJ
easat-2930	305	21	allow	allow	VERB
easat-2930	305	22	for	for	ADP
easat-2930	305	23	efficient	efficient	ADJ
easat-2930	305	24	machine	machine	NOUN
easat-2930	305	25	-	-	PUNCT
easat-2930	305	26	learning	learn	VERB
easat-2930	305	27	analysis	analysis	NOUN
easat-2930	305	28	(	(	PUNCT
easat-2930	305	29	liu	liu	PROPN
easat-2930	305	30	,	,	PUNCT
easat-2930	305	31	2023	2023	NUM
easat-2930	305	32	)	)	PUNCT
easat-2930	305	33	.	.	PUNCT
easat-2930	306	1	to	to	PART
easat-2930	306	2	maximize	maximize	VERB
easat-2930	306	3	necessary	necessary	ADJ
easat-2930	306	4	capabilities	capability	NOUN
easat-2930	306	5	and	and	CCONJ
easat-2930	306	6	reap	reap	VERB
easat-2930	306	7	the	the	DET
easat-2930	306	8	planned	plan	VERB
easat-2930	306	9	benefits	benefit	NOUN
easat-2930	306	10	,	,	PUNCT
easat-2930	306	11	a	a	DET
easat-2930	306	12	comprehensive	comprehensive	ADJ
easat-2930	306	13	assessment	assessment	NOUN
easat-2930	306	14	of	of	ADP
easat-2930	306	15	overhead	overhead	NOUN
easat-2930	306	16	should	should	AUX
easat-2930	306	17	also	also	ADV
easat-2930	306	18	be	be	AUX
easat-2930	306	19	carried	carry	VERB
easat-2930	306	20	out	out	ADP
easat-2930	306	21	before	before	ADP
easat-2930	306	22	implementing	implement	VERB
easat-2930	306	23	innovations	innovation	NOUN
easat-2930	306	24	,	,	PUNCT
easat-2930	306	25	like	like	ADP
easat-2930	306	26	virtualization	virtualization	NOUN
easat-2930	306	27	.	.	PUNCT
easat-2930	307	1	unavoidable	unavoidable	ADJ
easat-2930	307	2	attacks	attack	NOUN
easat-2930	307	3	must	must	AUX
easat-2930	307	4	be	be	AUX
easat-2930	307	5	detected	detect	VERB
easat-2930	307	6	to	to	PART
easat-2930	307	7	respond	respond	VERB
easat-2930	307	8	thoroughly	thoroughly	ADV
easat-2930	307	9	and	and	CCONJ
easat-2930	307	10	effectively	effectively	ADV
easat-2930	307	11	.	.	PUNCT
easat-2930	308	1	evaluate	evaluate	VERB
easat-2930	308	2	the	the	DET
easat-2930	308	3	dependability	dependability	NOUN
easat-2930	308	4	,	,	PUNCT
easat-2930	308	5	accuracy	accuracy	NOUN
easat-2930	308	6	,	,	PUNCT
easat-2930	308	7	and	and	CCONJ
easat-2930	308	8	practicality	practicality	NOUN
easat-2930	308	9	of	of	ADP
easat-2930	308	10	machine	machine	NOUN
easat-2930	308	11	learning	learning	NOUN
easat-2930	308	12	in	in	ADP
easat-2930	308	13	security	security	NOUN
easat-2930	308	14	-	-	PUNCT
easat-2930	308	15	critical	critical	ADJ
easat-2930	308	16	domains	domain	NOUN
easat-2930	308	17	like	like	ADP
easat-2930	308	18	cyber	cyber	NOUN
easat-2930	308	19	defense	defense	NOUN
easat-2930	308	20	,	,	PUNCT
easat-2930	308	21	monetary	monetary	ADJ
easat-2930	308	22	recognition	recognition	NOUN
easat-2930	308	23	systems	system	NOUN
easat-2930	308	24	,	,	PUNCT
easat-2930	308	25	medical	medical	ADJ
easat-2930	308	26	imaging	imaging	NOUN
easat-2930	308	27	,	,	PUNCT
easat-2930	308	28	and	and	CCONJ
easat-2930	308	29	diagnostics	diagnostic	NOUN
easat-2930	308	30	(	(	PUNCT
easat-2930	308	31	slathia	slathia	X
easat-2930	308	32	et	et	PROPN
easat-2930	308	33	al	al	PROPN
easat-2930	308	34	.	.	PROPN
easat-2930	308	35	,	,	PUNCT
easat-2930	308	36	2024	2024	NUM
easat-2930	308	37	)	)	PUNCT
easat-2930	308	38	.	.	PUNCT
easat-2930	309	1	this	this	PRON
easat-2930	309	2	is	be	AUX
easat-2930	309	3	a	a	DET
easat-2930	309	4	major	major	ADJ
easat-2930	309	5	and	and	CCONJ
easat-2930	309	6	ongoing	ongoing	ADJ
easat-2930	309	7	research	research	NOUN
easat-2930	309	8	challenge	challenge	NOUN
easat-2930	309	9	.	.	PUNCT
easat-2930	310	1	examining	examine	VERB
easat-2930	310	2	the	the	DET
easat-2930	310	3	real	real	ADJ
easat-2930	310	4	-	-	PUNCT
easat-2930	310	5	world	world	NOUN
easat-2930	310	6	practical	practical	ADJ
easat-2930	310	7	uses	use	NOUN
easat-2930	310	8	of	of	ADP
easat-2930	310	9	theoretical	theoretical	ADJ
easat-2930	310	10	adversarial	adversarial	ADJ
easat-2930	310	11	attacks	attack	NOUN
easat-2930	310	12	on	on	ADP
easat-2930	310	13	machine	machine	NOUN
easat-2930	310	14	learning	learning	NOUN
easat-2930	310	15	is	be	AUX
easat-2930	310	16	another	another	DET
easat-2930	310	17	important	important	ADJ
easat-2930	310	18	area	area	NOUN
easat-2930	310	19	of	of	ADP
easat-2930	310	20	research	research	NOUN
easat-2930	310	21	(	(	PUNCT
easat-2930	310	22	dayanand	dayanand	NOUN
easat-2930	310	23	&	&	CCONJ
easat-2930	310	24	klinsega	klinsega	PROPN
easat-2930	310	25	,	,	PUNCT
easat-2930	310	26	2024	2024	NUM
easat-2930	310	27	)	)	PUNCT
easat-2930	310	28	.	.	PUNCT
easat-2930	311	1	numerous	numerous	ADJ
easat-2930	311	2	research	research	NOUN
easat-2930	311	3	studies	study	NOUN
easat-2930	311	4	and	and	CCONJ
easat-2930	311	5	surveys	survey	NOUN
easat-2930	311	6	concentrate	concentrate	VERB
easat-2930	311	7	on	on	ADP
easat-2930	311	8	these	these	DET
easat-2930	311	9	attacks	attack	NOUN
easat-2930	311	10	in	in	ADP
easat-2930	311	11	a	a	DET
easat-2930	311	12	theoretical	theoretical	ADJ
easat-2930	311	13	setting	setting	NOUN
easat-2930	311	14	,	,	PUNCT
easat-2930	311	15	frequently	frequently	ADV
easat-2930	311	16	as	as	ADP
easat-2930	311	17	"	"	PUNCT
easat-2930	311	18	white	white	ADJ
easat-2930	311	19	-	-	PUNCT
easat-2930	311	20	box	box	NOUN
easat-2930	311	21	"	"	PUNCT
easat-2930	311	22	attacks	attack	NOUN
easat-2930	311	23	,	,	PUNCT
easat-2930	311	24	which	which	PRON
easat-2930	311	25	may	may	AUX
easat-2930	311	26	not	not	PART
easat-2930	311	27	be	be	AUX
easat-2930	311	28	as	as	ADV
easat-2930	311	29	applicable	applicable	ADJ
easat-2930	311	30	in	in	ADP
easat-2930	311	31	real	real	ADJ
easat-2930	311	32	-	-	PUNCT
easat-2930	311	33	life	life	NOUN
easat-2930	311	34	scenarios	scenario	NOUN
easat-2930	311	35	.	.	PUNCT
easat-2930	312	1	to	to	PART
easat-2930	312	2	gain	gain	VERB
easat-2930	312	3	a	a	DET
easat-2930	312	4	deeper	deep	ADJ
easat-2930	312	5	understanding	understanding	NOUN
easat-2930	312	6	of	of	ADP
easat-2930	312	7	these	these	DET
easat-2930	312	8	attacks	attack	NOUN
easat-2930	312	9	'	'	PART
easat-2930	312	10	practical	practical	ADJ
easat-2930	312	11	ramifications	ramification	NOUN
easat-2930	312	12	,	,	PUNCT
easat-2930	312	13	it	it	PRON
easat-2930	312	14	is	be	AUX
easat-2930	312	15	still	still	ADV
easat-2930	312	16	necessary	necessary	ADJ
easat-2930	312	17	to	to	PART
easat-2930	312	18	investigate	investigate	VERB
easat-2930	312	19	the	the	DET
easat-2930	312	20	impact	impact	NOUN
easat-2930	312	21	of	of	ADP
easat-2930	312	22	these	these	DET
easat-2930	312	23	attacks	attack	NOUN
easat-2930	312	24	in	in	ADP
easat-2930	312	25	real	real	ADJ
easat-2930	312	26	-	-	PUNCT
easat-2930	312	27	world	world	NOUN
easat-2930	312	28	situations	situation	NOUN
easat-2930	312	29	and	and	CCONJ
easat-2930	312	30	the	the	DET
easat-2930	312	31	efficacy	efficacy	NOUN
easat-2930	312	32	of	of	ADP
easat-2930	312	33	responses	response	NOUN
easat-2930	312	34	(	(	PUNCT
easat-2930	312	35	choi	choi	NOUN
easat-2930	312	36	,	,	PUNCT
easat-2930	312	37	2024	2024	NUM
easat-2930	312	38	)	)	PUNCT
easat-2930	312	39	.	.	PUNCT
easat-2930	313	1	acknowledgement	acknowledgement	NOUN
easat-2930	313	2	:	:	PUNCT
easat-2930	313	3	authors	author	NOUN
easat-2930	313	4	have	have	AUX
easat-2930	313	5	appreciated	appreciate	VERB
easat-2930	313	6	to	to	PART
easat-2930	313	7	supervisor	supervisor	VERB
easat-2930	313	8	md	md	PROPN
easat-2930	313	9	.	.	PUNCT
easat-2930	313	10	rakibul	rakibul	ADJ
easat-2930	313	11	hoque	hoque	NOUN
easat-2930	313	12	,	,	PUNCT
easat-2930	313	13	professor	professor	NOUN
easat-2930	313	14	,	,	PUNCT
easat-2930	313	15	department	department	NOUN
easat-2930	313	16	of	of	ADP
easat-2930	313	17	management	management	NOUN
easat-2930	313	18	information	information	NOUN
easat-2930	313	19	systems	system	NOUN
easat-2930	313	20	,	,	PUNCT
easat-2930	313	21	university	university	NOUN
easat-2930	313	22	of	of	ADP
easat-2930	313	23	dhaka	dhaka	PROPN
easat-2930	313	24	for	for	ADP
easat-2930	313	25	his	his	PRON
easat-2930	313	26	guidelines	guideline	NOUN
easat-2930	313	27	for	for	ADP
easat-2930	313	28	completing	complete	VERB
easat-2930	313	29	this	this	DET
easat-2930	313	30	paper	paper	NOUN
easat-2930	313	31	.	.	PUNCT
easat-2930	314	1	copyright	copyright	NOUN
easat-2930	314	2	:	:	PUNCT
easat-2930	314	3	©	©	PROPN
easat-2930	314	4	2024	2024	NUM
easat-2930	314	5	by	by	ADP
easat-2930	314	6	the	the	DET
easat-2930	314	7	authors	author	NOUN
easat-2930	314	8	.	.	PUNCT
easat-2930	315	1	this	this	DET
easat-2930	315	2	article	article	NOUN
easat-2930	315	3	is	be	AUX
easat-2930	315	4	an	an	DET
easat-2930	315	5	open	open	ADJ
easat-2930	315	6	access	access	NOUN
easat-2930	315	7	article	article	NOUN
easat-2930	315	8	distributed	distribute	VERB
easat-2930	315	9	under	under	ADP
easat-2930	315	10	the	the	DET
easat-2930	315	11	terms	term	NOUN
easat-2930	315	12	and	and	CCONJ
easat-2930	315	13	conditions	condition	NOUN
easat-2930	315	14	of	of	ADP
easat-2930	315	15	the	the	DET
easat-2930	315	16	creative	creative	ADJ
easat-2930	315	17	commons	common	NOUN
easat-2930	315	18	attribution	attribution	NOUN
easat-2930	315	19	(	(	PUNCT
easat-2930	315	20	cc	cc	NOUN
easat-2930	315	21	by	by	ADP
easat-2930	315	22	)	)	PUNCT
easat-2930	315	23	license	license	NOUN
easat-2930	315	24	(	(	PUNCT
easat-2930	315	25	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-2930	315	26	)	)	PUNCT
easat-2930	315	27	.	.	PUNCT
easat-2930	316	1	references	reference	NOUN
easat-2930	316	2	[	[	X
easat-2930	316	3	1	1	NUM
easat-2930	316	4	]	]	X
easat-2930	316	5	abdel	abdel	NOUN
easat-2930	316	6	-	-	PUNCT
easat-2930	316	7	basset	basset	NOUN
easat-2930	316	8	,	,	PUNCT
easat-2930	316	9	m.	m.	NOUN
easat-2930	316	10	,	,	PUNCT
easat-2930	316	11	mohamed	mohamed	PROPN
easat-2930	316	12	,	,	PUNCT
easat-2930	316	13	r.	r.	PROPN
easat-2930	316	14	,	,	PUNCT
easat-2930	316	15	&	&	CCONJ
easat-2930	316	16	elhoseny	elhoseny	PROPN
easat-2930	316	17	,	,	PUNCT
easat-2930	316	18	m.	m.	NOUN
easat-2930	316	19	(	(	PUNCT
easat-2930	316	20	2024	2024	NUM
easat-2930	316	21	)	)	PUNCT
easat-2930	316	22	.	.	PUNCT
easat-2930	317	1	metaheuristic	metaheuristic	ADJ
easat-2930	317	2	algorithms	algorithm	NOUN
easat-2930	317	3	collaborated	collaborate	VERB
easat-2930	317	4	with	with	ADP
easat-2930	317	5	various	various	ADJ
easat-2930	317	6	machine	machine	NOUN
easat-2930	317	7	learning	learning	NOUN
easat-2930	317	8	models	model	NOUN
easat-2930	317	9	for	for	ADP
easat-2930	317	10	feature	feature	NOUN
easat-2930	317	11	selection	selection	NOUN
easat-2930	317	12	in	in	ADP
easat-2930	317	13	medical	medical	ADJ
easat-2930	317	14	data	datum	NOUN
easat-2930	317	15	:	:	PUNCT
easat-2930	317	16	comparison	comparison	NOUN
easat-2930	317	17	and	and	CCONJ
easat-2930	317	18	analysis	analysis	NOUN
easat-2930	317	19	.	.	PUNCT
easat-2930	318	1	metaheuristics	metaheuristic	NOUN
easat-2930	318	2	algorithms	algorithm	NOUN
easat-2930	318	3	for	for	ADP
easat-2930	318	4	medical	medical	ADJ
easat-2930	318	5	applications	application	NOUN
easat-2930	318	6	,	,	PUNCT
easat-2930	318	7	125	125	NUM
easat-2930	318	8	-	-	SYM
easat-2930	318	9	145	145	NUM
easat-2930	318	10	.	.	PUNCT
easat-2930	319	1	https://doi.org/10.1016/b978-0-443-13314-5.00004-7	https://doi.org/10.1016/b978-0-443-13314-5.00004-7	X
easat-2930	320	1	[	[	X
easat-2930	320	2	2	2	NUM
easat-2930	320	3	]	]	PUNCT
easat-2930	320	4	abdul	abdul	PROPN
easat-2930	320	5	,	,	PUNCT
easat-2930	320	6	a.	a.	PROPN
easat-2930	320	7	,	,	PUNCT
easat-2930	320	8	paudel	paudel	PROPN
easat-2930	320	9	,	,	PUNCT
easat-2930	320	10	r.	r.	PROPN
easat-2930	320	11	,	,	PUNCT
easat-2930	320	12	&	&	CCONJ
easat-2930	320	13	rahman	rahman	PROPN
easat-2930	320	14	,	,	PUNCT
easat-2930	320	15	m.	m.	NOUN
easat-2930	320	16	m.	m.	NOUN
easat-2930	320	17	(	(	PUNCT
easat-2930	320	18	2023	2023	NUM
easat-2930	320	19	)	)	PUNCT
easat-2930	320	20	.	.	PUNCT
easat-2930	321	1	using	use	VERB
easat-2930	321	2	machine	machine	NOUN
easat-2930	321	3	learning	learn	VERB
easat-2930	321	4	algorithms	algorithm	NOUN
easat-2930	321	5	to	to	PART
easat-2930	321	6	find	find	VERB
easat-2930	321	7	novel	novel	ADJ
easat-2930	321	8	biomarkers	biomarker	NOUN
easat-2930	321	9	for	for	ADP
easat-2930	321	10	breast	breast	NOUN
easat-2930	321	11	cancer	cancer	NOUN
easat-2930	321	12	using	use	VERB
easat-2930	321	13	rna	rna	NOUN
easat-2930	321	14	-	-	PUNCT
easat-2930	321	15	seq	seq	NOUN
easat-2930	321	16	dataset	dataset	NOUN
easat-2930	321	17	.	.	PUNCT
easat-2930	322	1	https://doi.org/10.20944/preprints202309.0006.v1	https://doi.org/10.20944/preprints202309.0006.v1	PRON
easat-2930	323	1	[	[	X
easat-2930	323	2	3	3	NUM
easat-2930	323	3	]	]	SYM
easat-2930	323	4	abitova	abitova	PROPN
easat-2930	323	5	,	,	PUNCT
easat-2930	323	6	g.	g.	PROPN
easat-2930	323	7	,	,	PUNCT
easat-2930	323	8	&	&	CCONJ
easat-2930	323	9	abalkanov	abalkanov	PROPN
easat-2930	323	10	,	,	PUNCT
easat-2930	323	11	m.	m.	NOUN
easat-2930	323	12	(	(	PUNCT
easat-2930	323	13	2024	2024	NUM
easat-2930	323	14	)	)	PUNCT
easat-2930	323	15	.	.	PUNCT
easat-2930	324	1	comparative	comparative	ADJ
easat-2930	324	2	analysis	analysis	NOUN
easat-2930	324	3	of	of	ADP
easat-2930	324	4	ml	ml	ADP
easat-2930	324	5	algorithms	algorithm	NOUN
easat-2930	324	6	for	for	ADP
easat-2930	324	7	fraud	fraud	NOUN
easat-2930	324	8	detection	detection	NOUN
easat-2930	324	9	.	.	PUNCT
easat-2930	325	1	2024	2024	NUM
easat-2930	325	2	ieee	ieee	PROPN
easat-2930	325	3	4th	4th	ADJ
easat-2930	325	4	international	international	ADJ
easat-2930	325	5	conference	conference	NOUN
easat-2930	325	6	on	on	ADP
easat-2930	325	7	smart	smart	ADJ
easat-2930	325	8	information	information	NOUN
easat-2930	325	9	systems	system	NOUN
easat-2930	325	10	and	and	CCONJ
easat-2930	325	11	technologies	technology	NOUN
easat-2930	325	12	(	(	PUNCT
easat-2930	325	13	sist	sist	NOUN
easat-2930	325	14	)	)	PUNCT
easat-2930	325	15	,	,	PUNCT
easat-2930	325	16	18	18	NUM
easat-2930	325	17	,	,	PUNCT
easat-2930	325	18	554	554	NUM
easat-2930	325	19	-	-	SYM
easat-2930	325	20	559	559	NUM
easat-2930	325	21	.	.	PUNCT
easat-2930	326	1	https://doi.org/10.1109/sist61555.2024.10629283	https://doi.org/10.1109/sist61555.2024.10629283	PROPN
easat-2930	326	2	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-2930	327	1	https://doi.org/10.1016/b978-0-443-13314-5.00004-7	https://doi.org/10.1016/b978-0-443-13314-5.00004-7	INTJ
easat-2930	327	2	https://doi.org/10.20944/preprints202309.0006.v1	https://doi.org/10.20944/preprints202309.0006.v1	PRON
easat-2930	327	3	https://doi.org/10.1109/sist61555.2024.10629283	https://doi.org/10.1109/sist61555.2024.10629283	NOUN
easat-2930	327	4	4304	4304	NUM
easat-2930	327	5	edelweiss	edelweiss	PROPN
easat-2930	327	6	applied	apply	VERB
easat-2930	327	7	science	science	NOUN
easat-2930	327	8	and	and	CCONJ
easat-2930	327	9	technology	technology	NOUN
easat-2930	327	10	issn	issn	PROPN
easat-2930	327	11	:	:	PUNCT
easat-2930	327	12	2576	2576	NUM
easat-2930	327	13	-	-	SYM
easat-2930	327	14	8484	8484	NUM
easat-2930	327	15	vol	vol	NOUN
easat-2930	327	16	.	.	PROPN
easat-2930	327	17	8	8	NUM
easat-2930	327	18	,	,	PUNCT
easat-2930	327	19	no	no	INTJ
easat-2930	327	20	.	.	NOUN
easat-2930	328	1	6	6	NUM
easat-2930	328	2	:	:	SYM
easat-2930	328	3	4291	4291	NUM
easat-2930	328	4	-	-	SYM
easat-2930	328	5	4307	4307	NUM
easat-2930	328	6	,	,	PUNCT
easat-2930	328	7	2024	2024	NUM
easat-2930	328	8	doi	doi	NOUN
easat-2930	328	9	:	:	PUNCT
easat-2930	328	10	10.55214/25768484.v8i6.2930	10.55214/25768484.v8i6.2930	NUM
easat-2930	328	11	©	©	ADP
easat-2930	328	12	2024	2024	NUM
easat-2930	328	13	by	by	ADP
easat-2930	328	14	the	the	DET
easat-2930	328	15	authors	author	NOUN
easat-2930	328	16	;	;	PUNCT
easat-2930	328	17	licensee	licensee	PROPN
easat-2930	328	18	learning	learning	NOUN
easat-2930	328	19	gate	gate	NOUN
easat-2930	329	1	[	[	X
easat-2930	329	2	4	4	NUM
easat-2930	329	3	]	]	X
easat-2930	329	4	poli	poli	NOUN
easat-2930	329	5	,	,	PUNCT
easat-2930	329	6	t.	t.	NOUN
easat-2930	329	7	a.	a.	NOUN
easat-2930	329	8	(	(	PUNCT
easat-2930	329	9	2024	2024	NUM
easat-2930	329	10	)	)	PUNCT
easat-2930	329	11	.	.	PUNCT
easat-2930	330	1	mediating	mediate	VERB
easat-2930	330	2	role	role	NOUN
easat-2930	330	3	of	of	ADP
easat-2930	330	4	entrepreneurship	entrepreneurship	NOUN
easat-2930	330	5	capability	capability	NOUN
easat-2930	330	6	in	in	ADP
easat-2930	330	7	sustainable	sustainable	ADJ
easat-2930	330	8	performance	performance	NOUN
easat-2930	330	9	and	and	CCONJ
easat-2930	330	10	women	woman	NOUN
easat-2930	330	11	entrepreneurship	entrepreneurship	NOUN
easat-2930	330	12	:	:	PUNCT
easat-2930	330	13	an	an	DET
easat-2930	330	14	evidence	evidence	NOUN
easat-2930	330	15	from	from	ADP
easat-2930	330	16	a	a	DET
easat-2930	330	17	developing	develop	VERB
easat-2930	330	18	country	country	NOUN
easat-2930	330	19	.	.	PUNCT
easat-2930	331	1	journal	journal	PROPN
easat-2930	331	2	of	of	ADP
easat-2930	331	3	ecohumanism	ecohumanism	NOUN
easat-2930	331	4	,	,	PUNCT
easat-2930	331	5	3(3	3(3	NUM
easat-2930	331	6	)	)	PUNCT
easat-2930	331	7	,	,	PUNCT
easat-2930	331	8	2006	2006	NUM
easat-2930	331	9	-	-	SYM
easat-2930	331	10	2019	2019	NUM
easat-2930	331	11	.	.	PUNCT
easat-2930	332	1	[	[	X
easat-2930	332	2	5	5	X
easat-2930	332	3	]	]	X
easat-2930	332	4	abu	abu	PROPN
easat-2930	332	5	dabous	dabous	PROPN
easat-2930	332	6	,	,	PUNCT
easat-2930	332	7	s.	s.	PROPN
easat-2930	332	8	,	,	PUNCT
easat-2930	332	9	alzghoul	alzghoul	PROPN
easat-2930	332	10	,	,	PUNCT
easat-2930	332	11	a.	a.	PROPN
easat-2930	332	12	,	,	PUNCT
easat-2930	332	13	&	&	CCONJ
easat-2930	332	14	ibrahim	ibrahim	PROPN
easat-2930	332	15	,	,	PUNCT
easat-2930	332	16	f.	f.	PROPN
easat-2930	332	17	(	(	PUNCT
easat-2930	332	18	2024	2024	NUM
easat-2930	332	19	)	)	PUNCT
easat-2930	332	20	.	.	PUNCT
easat-2930	333	1	intelligent	intelligent	ADJ
easat-2930	333	2	condition	condition	NOUN
easat-2930	333	3	prediction	prediction	NOUN
easat-2930	333	4	model	model	NOUN
easat-2930	333	5	for	for	ADP
easat-2930	333	6	bridge	bridge	NOUN
easat-2930	333	7	infrastructure	infrastructure	NOUN
easat-2930	333	8	based	base	VERB
easat-2930	333	9	on	on	ADP
easat-2930	333	10	evaluating	evaluate	VERB
easat-2930	333	11	machine	machine	NOUN
easat-2930	333	12	learning	learning	NOUN
easat-2930	333	13	algorithms	algorithm	NOUN
easat-2930	333	14	.	.	PUNCT
easat-2930	334	1	smart	smart	ADJ
easat-2930	334	2	and	and	CCONJ
easat-2930	334	3	sustainable	sustainable	ADJ
easat-2930	334	4	built	build	VERB
easat-2930	334	5	environment	environment	NOUN
easat-2930	334	6	.	.	PUNCT
easat-2930	335	1	https://doi.org/10.1108/sasbe-022024-0059	https://doi.org/10.1108/sasbe-022024-0059	PUNCT
easat-2930	336	1	[	[	X
easat-2930	336	2	6	6	NUM
easat-2930	336	3	]	]	PUNCT
easat-2930	336	4	åkerlund	åkerlund	PROPN
easat-2930	336	5	,	,	PUNCT
easat-2930	336	6	a.	a.	PROPN
easat-2930	336	7	,	,	PUNCT
easat-2930	336	8	&	&	CCONJ
easat-2930	336	9	große	große	PROPN
easat-2930	336	10	,	,	PUNCT
easat-2930	336	11	c.	c.	PROPN
easat-2930	336	12	(	(	PUNCT
easat-2930	336	13	2020	2020	NUM
easat-2930	336	14	)	)	PUNCT
easat-2930	336	15	.	.	PUNCT
easat-2930	337	1	integration	integration	NOUN
easat-2930	337	2	of	of	ADP
easat-2930	337	3	data	datum	NOUN
easat-2930	337	4	envelopment	envelopment	ADJ
easat-2930	337	5	analysis	analysis	NOUN
easat-2930	337	6	in	in	ADP
easat-2930	337	7	business	business	NOUN
easat-2930	337	8	process	process	NOUN
easat-2930	337	9	models	model	NOUN
easat-2930	337	10	:	:	PUNCT
easat-2930	337	11	a	a	DET
easat-2930	337	12	novel	novel	ADJ
easat-2930	337	13	approach	approach	NOUN
easat-2930	337	14	to	to	PART
easat-2930	337	15	measure	measure	VERB
easat-2930	337	16	information	information	NOUN
easat-2930	337	17	security	security	NOUN
easat-2930	337	18	.	.	PUNCT
easat-2930	338	1	proceedings	proceeding	NOUN
easat-2930	338	2	of	of	ADP
easat-2930	338	3	the	the	DET
easat-2930	338	4	6th	6th	ADJ
easat-2930	338	5	international	international	ADJ
easat-2930	338	6	conference	conference	NOUN
easat-2930	338	7	on	on	ADP
easat-2930	338	8	information	information	NOUN
easat-2930	338	9	systems	system	NOUN
easat-2930	338	10	security	security	NOUN
easat-2930	338	11	and	and	CCONJ
easat-2930	338	12	privacy	privacy	NOUN
easat-2930	338	13	,	,	PUNCT
easat-2930	338	14	281	281	NUM
easat-2930	338	15	-	-	SYM
easat-2930	338	16	288	288	NUM
easat-2930	338	17	.	.	PUNCT
easat-2930	339	1	https://doi.org/10.5220/0008875802810288	https://doi.org/10.5220/0008875802810288	ADJ
easat-2930	339	2	,	,	PUNCT
easat-2930	339	3	[	[	X
easat-2930	339	4	7	7	X
easat-2930	339	5	]	]	X
easat-2930	339	6	amin	amin	NOUN
easat-2930	339	7	,	,	PUNCT
easat-2930	339	8	a.	a.	NOUN
easat-2930	339	9	,	,	PUNCT
easat-2930	339	10	bhuiyan	bhuiyan	NOUN
easat-2930	339	11	,	,	PUNCT
easat-2930	339	12	m.	m.	PROPN
easat-2930	339	13	r.	r.	PROPN
easat-2930	339	14	i.	i.	PROPN
easat-2930	339	15	,	,	PUNCT
easat-2930	339	16	hossain	hossain	PROPN
easat-2930	339	17	,	,	PUNCT
easat-2930	339	18	r.	r.	PROPN
easat-2930	339	19	,	,	PUNCT
easat-2930	339	20	molla	molla	PROPN
easat-2930	339	21	,	,	PUNCT
easat-2930	339	22	c.	c.	PROPN
easat-2930	339	23	,	,	PUNCT
easat-2930	339	24	poli	poli	PROPN
easat-2930	339	25	,	,	PUNCT
easat-2930	339	26	t.	t.	PROPN
easat-2930	339	27	a.	a.	PROPN
easat-2930	339	28	,	,	PUNCT
easat-2930	339	29	&	&	CCONJ
easat-2930	339	30	milon	milon	PROPN
easat-2930	339	31	,	,	PUNCT
easat-2930	339	32	m.	m.	NOUN
easat-2930	339	33	n.	n.	PROPN
easat-2930	339	34	u.	u.	PROPN
easat-2930	339	35	(	(	PUNCT
easat-2930	339	36	2024	2024	NUM
easat-2930	339	37	)	)	PUNCT
easat-2930	339	38	.	.	PUNCT
easat-2930	340	1	the	the	DET
easat-2930	340	2	adoption	adoption	NOUN
easat-2930	340	3	of	of	ADP
easat-2930	340	4	industry	industry	NOUN
easat-2930	340	5	4.0	4.0	NUM
easat-2930	340	6	technologies	technology	NOUN
easat-2930	340	7	by	by	ADP
easat-2930	340	8	using	use	VERB
easat-2930	340	9	the	the	DET
easat-2930	340	10	technology	technology	NOUN
easat-2930	340	11	organizational	organizational	ADJ
easat-2930	340	12	environment	environment	NOUN
easat-2930	340	13	framework	framework	NOUN
easat-2930	340	14	:	:	PUNCT
easat-2930	340	15	the	the	DET
easat-2930	340	16	mediating	mediate	VERB
easat-2930	340	17	role	role	NOUN
easat-2930	340	18	to	to	ADP
easat-2930	340	19	manufacturing	manufacture	VERB
easat-2930	340	20	performance	performance	NOUN
easat-2930	340	21	in	in	ADP
easat-2930	340	22	a	a	DET
easat-2930	340	23	developing	develop	VERB
easat-2930	340	24	country	country	NOUN
easat-2930	340	25	.	.	PUNCT
easat-2930	341	1	business	business	NOUN
easat-2930	341	2	strategy	strategy	PROPN
easat-2930	341	3	&	&	CCONJ
easat-2930	341	4	development	development	PROPN
easat-2930	341	5	,	,	PUNCT
easat-2930	341	6	7(2	7(2	NUM
easat-2930	341	7	)	)	PUNCT
easat-2930	341	8	,	,	PUNCT
easat-2930	341	9	e363	e363	NUM
easat-2930	341	10	.	.	PUNCT
easat-2930	342	1	https://doi.org/10.1002/bsd2.363	https://doi.org/10.1002/bsd2.363	VERB
easat-2930	343	1	[	[	X
easat-2930	343	2	8	8	NUM
easat-2930	343	3	]	]	X
easat-2930	343	4	ammannamma	ammannamma	PROPN
easat-2930	343	5	,	,	PUNCT
easat-2930	343	6	t.	t.	PROPN
easat-2930	343	7	,	,	PUNCT
easat-2930	343	8	&	&	CCONJ
easat-2930	343	9	vandana	vandana	PROPN
easat-2930	343	10	,	,	PUNCT
easat-2930	343	11	d.	d.	PROPN
easat-2930	343	12	(	(	PUNCT
easat-2930	343	13	2023	2023	NUM
easat-2930	343	14	)	)	PUNCT
easat-2930	343	15	.	.	PUNCT
easat-2930	344	1	undefined	undefined	ADJ
easat-2930	344	2	.	.	PUNCT
easat-2930	345	1	international	international	ADJ
easat-2930	345	2	journal	journal	PROPN
easat-2930	345	3	for	for	ADP
easat-2930	345	4	research	research	NOUN
easat-2930	345	5	in	in	ADP
easat-2930	345	6	applied	apply	VERB
easat-2930	345	7	science	science	NOUN
easat-2930	345	8	and	and	CCONJ
easat-2930	345	9	engineering	engineering	NOUN
easat-2930	345	10	technology	technology	NOUN
easat-2930	345	11	,	,	PUNCT
easat-2930	345	12	11(6	11(6	NUM
easat-2930	345	13	)	)	PUNCT
easat-2930	345	14	,	,	PUNCT
easat-2930	345	15	4948	4948	NUM
easat-2930	345	16	-	-	SYM
easat-2930	345	17	4953	4953	NUM
easat-2930	345	18	.	.	PUNCT
easat-2930	346	1	https://doi.org/10.22214/ijraset.2023.54218	https://doi.org/10.22214/ijraset.2023.54218	PROPN
easat-2930	347	1	[	[	X
easat-2930	347	2	9	9	NUM
easat-2930	347	3	]	]	SYM
easat-2930	347	4	milon	milon	NOUN
easat-2930	347	5	,	,	PUNCT
easat-2930	347	6	m.	m.	NOUN
easat-2930	347	7	n.	n.	PROPN
easat-2930	347	8	u.	u.	PROPN
easat-2930	347	9	(	(	PUNCT
easat-2930	347	10	2024	2024	NUM
easat-2930	347	11	)	)	PUNCT
easat-2930	347	12	.	.	PUNCT
easat-2930	348	1	gravitating	gravitate	VERB
easat-2930	348	2	towards	towards	ADP
easat-2930	348	3	artificial	artificial	ADJ
easat-2930	348	4	intelligence	intelligence	NOUN
easat-2930	348	5	on	on	ADP
easat-2930	348	6	anti	anti	ADJ
easat-2930	348	7	-	-	ADJ
easat-2930	348	8	money	money	ADJ
easat-2930	348	9	laundering	launder	VERB
easat-2930	348	10	a	a	DET
easat-2930	348	11	prisma	prisma	NOUN
easat-2930	348	12	based	base	VERB
easat-2930	348	13	systematic	systematic	ADJ
easat-2930	348	14	review	review	NOUN
easat-2930	348	15	.	.	PUNCT
easat-2930	349	1	international	international	ADJ
easat-2930	349	2	journal	journal	PROPN
easat-2930	349	3	of	of	ADP
easat-2930	349	4	religion	religion	NOUN
easat-2930	349	5	,	,	PUNCT
easat-2930	349	6	5(7	5(7	NUM
easat-2930	349	7	)	)	PUNCT
easat-2930	349	8	,	,	PUNCT
easat-2930	349	9	303	303	NUM
easat-2930	349	10	-	-	SYM
easat-2930	349	11	315	315	NUM
easat-2930	349	12	.	.	PUNCT
easat-2930	350	1	[	[	X
easat-2930	350	2	10	10	NUM
easat-2930	350	3	]	]	X
easat-2930	350	4	anzum	anzum	NOUN
easat-2930	350	5	,	,	PUNCT
easat-2930	350	6	f.	f.	PROPN
easat-2930	350	7	,	,	PUNCT
easat-2930	350	8	asha	asha	PROPN
easat-2930	350	9	,	,	PUNCT
easat-2930	350	10	a.	a.	PROPN
easat-2930	350	11	z.	z.	PROPN
easat-2930	350	12	,	,	PUNCT
easat-2930	350	13	dey	dey	PROPN
easat-2930	350	14	,	,	PUNCT
easat-2930	350	15	l.	l.	PROPN
easat-2930	350	16	,	,	PUNCT
easat-2930	350	17	gavrilov	gavrilov	ADJ
easat-2930	350	18	,	,	PUNCT
easat-2930	350	19	a.	a.	NOUN
easat-2930	350	20	,	,	PUNCT
easat-2930	350	21	iffath	iffath	PROPN
easat-2930	350	22	,	,	PUNCT
easat-2930	350	23	f.	f.	PROPN
easat-2930	350	24	,	,	PUNCT
easat-2930	350	25	ohi	ohi	PROPN
easat-2930	350	26	,	,	PUNCT
easat-2930	350	27	a.	a.	NOUN
easat-2930	350	28	q.	q.	PROPN
easat-2930	350	29	,	,	PUNCT
easat-2930	350	30	pond	pond	PROPN
easat-2930	350	31	,	,	PUNCT
easat-2930	350	32	l.	l.	PROPN
easat-2930	350	33	,	,	PUNCT
easat-2930	350	34	shopon	shopon	NOUN
easat-2930	350	35	,	,	PUNCT
easat-2930	350	36	m.	m.	NOUN
easat-2930	350	37	,	,	PUNCT
easat-2930	350	38	&	&	CCONJ
easat-2930	350	39	gavrilova	gavrilova	PROPN
easat-2930	350	40	,	,	PUNCT
easat-2930	350	41	m.	m.	PROPN
easat-2930	350	42	l.	l.	PROPN
easat-2930	350	43	(	(	PUNCT
easat-2930	350	44	2024	2024	NUM
easat-2930	350	45	)	)	PUNCT
easat-2930	350	46	.	.	PUNCT
easat-2930	351	1	a	a	DET
easat-2930	351	2	comprehensive	comprehensive	ADJ
easat-2930	351	3	review	review	NOUN
easat-2930	351	4	of	of	ADP
easat-2930	351	5	trustworthy	trustworthy	ADJ
easat-2930	351	6	,	,	PUNCT
easat-2930	351	7	ethical	ethical	ADJ
easat-2930	351	8	,	,	PUNCT
easat-2930	351	9	and	and	CCONJ
easat-2930	351	10	explainable	explainable	ADJ
easat-2930	351	11	computer	computer	NOUN
easat-2930	351	12	vision	vision	NOUN
easat-2930	351	13	advancements	advancement	NOUN
easat-2930	351	14	in	in	ADP
easat-2930	351	15	online	online	ADJ
easat-2930	351	16	social	social	ADJ
easat-2930	351	17	media	medium	NOUN
easat-2930	351	18	.	.	PUNCT
easat-2930	352	1	advances	advance	NOUN
easat-2930	352	2	in	in	ADP
easat-2930	352	3	information	information	NOUN
easat-2930	352	4	security	security	NOUN
easat-2930	352	5	,	,	PUNCT
easat-2930	352	6	privacy	privacy	NOUN
easat-2930	352	7	,	,	PUNCT
easat-2930	352	8	and	and	CCONJ
easat-2930	352	9	ethics	ethic	NOUN
easat-2930	352	10	,	,	PUNCT
easat-2930	352	11	1	1	NUM
easat-2930	352	12	-	-	SYM
easat-2930	352	13	46	46	NUM
easat-2930	352	14	.	.	PUNCT
easat-2930	353	1	https://doi.org/10.4018/978-1-6684-8127-1.ch001	https://doi.org/10.4018/978-1-6684-8127-1.ch001	VERB
easat-2930	354	1	[	[	X
easat-2930	354	2	11	11	NUM
easat-2930	354	3	]	]	PUNCT
easat-2930	354	4	askhatuly	askhatuly	ADV
easat-2930	354	5	,	,	PUNCT
easat-2930	354	6	a.	a.	NOUN
easat-2930	354	7	,	,	PUNCT
easat-2930	354	8	berdysheva	berdysheva	PROPN
easat-2930	354	9	,	,	PUNCT
easat-2930	354	10	d.	d.	PROPN
easat-2930	354	11	,	,	PUNCT
easat-2930	354	12	yedilkhan	yedilkhan	PROPN
easat-2930	354	13	,	,	PUNCT
easat-2930	354	14	d.	d.	PROPN
easat-2930	354	15	,	,	PUNCT
easat-2930	354	16	&	&	CCONJ
easat-2930	354	17	berdyshev	berdyshev	PROPN
easat-2930	354	18	,	,	PUNCT
easat-2930	354	19	a.	a.	NOUN
easat-2930	354	20	(	(	PUNCT
easat-2930	354	21	2024	2024	NUM
easat-2930	354	22	)	)	PUNCT
easat-2930	354	23	.	.	PUNCT
easat-2930	355	1	security	security	NOUN
easat-2930	355	2	risks	risk	NOUN
easat-2930	355	3	of	of	ADP
easat-2930	355	4	ml	ml	NOUN
easat-2930	355	5	models	model	NOUN
easat-2930	355	6	:	:	PUNCT
easat-2930	355	7	adverserial	adverserial	ADJ
easat-2930	355	8	machine	machine	NOUN
easat-2930	355	9	learning	learning	NOUN
easat-2930	355	10	.	.	PUNCT
easat-2930	356	1	2024	2024	NUM
easat-2930	356	2	ieee	ieee	PROPN
easat-2930	356	3	4th	4th	ADJ
easat-2930	356	4	international	international	ADJ
easat-2930	356	5	conference	conference	NOUN
easat-2930	356	6	on	on	ADP
easat-2930	356	7	smart	smart	ADJ
easat-2930	356	8	information	information	NOUN
easat-2930	356	9	systems	system	NOUN
easat-2930	356	10	and	and	CCONJ
easat-2930	356	11	technologies	technology	NOUN
easat-2930	356	12	(	(	PUNCT
easat-2930	356	13	sist	sist	NOUN
easat-2930	356	14	)	)	PUNCT
easat-2930	356	15	,	,	PUNCT
easat-2930	356	16	440	440	NUM
easat-2930	356	17	-	-	SYM
easat-2930	356	18	446	446	NUM
easat-2930	356	19	.	.	PUNCT
easat-2930	356	20	https://doi.org/10.1109/sist61555.2024.10629452	https://doi.org/10.1109/sist61555.2024.10629452	PROPN
easat-2930	356	21	[	[	X
easat-2930	356	22	12	12	NUM
easat-2930	356	23	]	]	X
easat-2930	356	24	aslan	aslan	PROPN
easat-2930	356	25	,	,	PUNCT
easat-2930	356	26	ö.	ö.	PROPN
easat-2930	356	27	,	,	PUNCT
easat-2930	356	28	aktuğ	aktuğ	VERB
easat-2930	356	29	,	,	PUNCT
easat-2930	356	30	s.	s.	PROPN
easat-2930	356	31	s.	s.	PROPN
easat-2930	356	32	,	,	PUNCT
easat-2930	356	33	ozkan	ozkan	PROPN
easat-2930	356	34	-	-	PUNCT
easat-2930	356	35	okay	okay	ADJ
easat-2930	356	36	,	,	PUNCT
easat-2930	356	37	m.	m.	NOUN
easat-2930	356	38	,	,	PUNCT
easat-2930	356	39	yilmaz	yilmaz	PROPN
easat-2930	356	40	,	,	PUNCT
easat-2930	356	41	a.	a.	NOUN
easat-2930	356	42	a.	a.	PROPN
easat-2930	356	43	,	,	PUNCT
easat-2930	356	44	&	&	CCONJ
easat-2930	356	45	akin	akin	ADJ
easat-2930	356	46	,	,	PUNCT
easat-2930	356	47	e.	e.	PROPN
easat-2930	356	48	(	(	PUNCT
easat-2930	356	49	2023	2023	NUM
easat-2930	356	50	)	)	PUNCT
easat-2930	356	51	.	.	PUNCT
easat-2930	357	1	a	a	DET
easat-2930	357	2	comprehensive	comprehensive	ADJ
easat-2930	357	3	review	review	NOUN
easat-2930	357	4	of	of	ADP
easat-2930	357	5	cyber	cyber	ADJ
easat-2930	357	6	security	security	NOUN
easat-2930	357	7	vulnerabilities	vulnerability	NOUN
easat-2930	357	8	,	,	PUNCT
easat-2930	357	9	threats	threat	NOUN
easat-2930	357	10	,	,	PUNCT
easat-2930	357	11	attacks	attack	NOUN
easat-2930	357	12	,	,	PUNCT
easat-2930	357	13	and	and	CCONJ
easat-2930	357	14	solutions	solution	NOUN
easat-2930	357	15	.	.	PUNCT
easat-2930	358	1	electronics	electronic	NOUN
easat-2930	358	2	,	,	PUNCT
easat-2930	358	3	12(6	12(6	NUM
easat-2930	358	4	)	)	PUNCT
easat-2930	358	5	,	,	PUNCT
easat-2930	358	6	1333	1333	NUM
easat-2930	358	7	.	.	PUNCT
easat-2930	359	1	https://doi.org/10.3390/electronics12061333	https://doi.org/10.3390/electronics12061333	PROPN
easat-2930	359	2	[	[	X
easat-2930	359	3	13	13	NUM
easat-2930	359	4	]	]	PUNCT
easat-2930	359	5	azoff	azoff	NOUN
easat-2930	359	6	,	,	PUNCT
easat-2930	359	7	e.	e.	PROPN
easat-2930	359	8	m.	m.	PROPN
easat-2930	359	9	(	(	PUNCT
easat-2930	359	10	2024	2024	NUM
easat-2930	359	11	)	)	PUNCT
easat-2930	359	12	.	.	PUNCT
easat-2930	360	1	ai	ai	VERB
easat-2930	360	2	and	and	CCONJ
easat-2930	360	3	machine	machine	NOUN
easat-2930	360	4	learning	learning	NOUN
easat-2930	360	5	.	.	PUNCT
easat-2930	361	1	toward	toward	ADP
easat-2930	361	2	human	human	ADJ
easat-2930	361	3	-	-	PUNCT
easat-2930	361	4	level	level	NOUN
easat-2930	361	5	artificial	artificial	ADJ
easat-2930	361	6	intelligence	intelligence	NOUN
easat-2930	361	7	,	,	PUNCT
easat-2930	361	8	2	2	NUM
easat-2930	361	9	-	-	SYM
easat-2930	361	10	4	4	NUM
easat-2930	361	11	.	.	PUNCT
easat-2930	361	12	https://doi.org/10.1201/9781003507864-2	https://doi.org/10.1201/9781003507864-2	NOUN
easat-2930	362	1	[	[	X
easat-2930	362	2	14	14	NUM
easat-2930	362	3	]	]	X
easat-2930	362	4	bertino	bertino	PROPN
easat-2930	362	5	,	,	PUNCT
easat-2930	362	6	e.	e.	PROPN
easat-2930	362	7	,	,	PUNCT
easat-2930	362	8	bhardwaj	bhardwaj	PROPN
easat-2930	362	9	,	,	PUNCT
easat-2930	362	10	s.	s.	PROPN
easat-2930	362	11	,	,	PUNCT
easat-2930	362	12	cicala	cicala	PROPN
easat-2930	362	13	,	,	PUNCT
easat-2930	362	14	f.	f.	PROPN
easat-2930	362	15	,	,	PUNCT
easat-2930	362	16	gong	gong	PROPN
easat-2930	362	17	,	,	PUNCT
easat-2930	362	18	s.	s.	PROPN
easat-2930	362	19	,	,	PUNCT
easat-2930	362	20	karim	karim	PROPN
easat-2930	362	21	,	,	PUNCT
easat-2930	362	22	i.	i.	PROPN
easat-2930	362	23	,	,	PUNCT
easat-2930	362	24	katsis	katsis	PROPN
easat-2930	362	25	,	,	PUNCT
easat-2930	362	26	c.	c.	PROPN
easat-2930	362	27	,	,	PUNCT
easat-2930	362	28	lee	lee	PROPN
easat-2930	362	29	,	,	PUNCT
easat-2930	362	30	h.	h.	PROPN
easat-2930	362	31	,	,	PUNCT
easat-2930	362	32	li	li	PROPN
easat-2930	362	33	,	,	PUNCT
easat-2930	362	34	a.	a.	PROPN
easat-2930	362	35	s.	s.	PROPN
easat-2930	362	36	,	,	PUNCT
easat-2930	362	37	&	&	CCONJ
easat-2930	362	38	mahgoub	mahgoub	PROPN
easat-2930	362	39	,	,	PUNCT
easat-2930	362	40	a.	a.	PROPN
easat-2930	362	41	y.	y.	PROPN
easat-2930	362	42	(	(	PUNCT
easat-2930	362	43	2023	2023	NUM
easat-2930	362	44	)	)	PUNCT
easat-2930	362	45	.	.	PUNCT
easat-2930	363	1	challenges	challenge	NOUN
easat-2930	363	2	in	in	ADP
easat-2930	363	3	the	the	DET
easat-2930	363	4	use	use	NOUN
easat-2930	363	5	of	of	ADP
easat-2930	363	6	ml	ml	NOUN
easat-2930	363	7	for	for	ADP
easat-2930	363	8	security	security	NOUN
easat-2930	363	9	.	.	PUNCT
easat-2930	364	1	synthesis	synthesis	NOUN
easat-2930	364	2	lectures	lecture	NOUN
easat-2930	364	3	on	on	ADP
easat-2930	364	4	information	information	NOUN
easat-2930	364	5	security	security	NOUN
easat-2930	364	6	,	,	PUNCT
easat-2930	364	7	privacy	privacy	NOUN
easat-2930	364	8	,	,	PUNCT
easat-2930	364	9	and	and	CCONJ
easat-2930	364	10	trust	trust	NOUN
easat-2930	364	11	,	,	PUNCT
easat-2930	364	12	131	131	NUM
easat-2930	364	13	-	-	SYM
easat-2930	364	14	143	143	NUM
easat-2930	364	15	.	.	PUNCT
easat-2930	365	1	https://doi.org/10.1007/978-3-031-28259-1_9	https://doi.org/10.1007/978-3-031-28259-1_9	X
easat-2930	366	1	[	[	X
easat-2930	366	2	15	15	NUM
easat-2930	366	3	]	]	X
easat-2930	366	4	bhuiyan	bhuiyan	NOUN
easat-2930	366	5	,	,	PUNCT
easat-2930	366	6	m.	m.	PROPN
easat-2930	366	7	r.	r.	PROPN
easat-2930	366	8	i.	i.	PROPN
easat-2930	366	9	(	(	PUNCT
easat-2930	366	10	2023	2023	NUM
easat-2930	366	11	)	)	PUNCT
easat-2930	366	12	.	.	PUNCT
easat-2930	367	1	the	the	DET
easat-2930	367	2	challenges	challenge	NOUN
easat-2930	367	3	and	and	CCONJ
easat-2930	367	4	opportunities	opportunity	NOUN
easat-2930	367	5	of	of	ADP
easat-2930	367	6	post	post	ADJ
easat-2930	367	7	-	-	ADJ
easat-2930	367	8	covid	covid	ADJ
easat-2930	367	9	situation	situation	NOUN
easat-2930	367	10	for	for	ADP
easat-2930	367	11	small	small	ADJ
easat-2930	367	12	and	and	CCONJ
easat-2930	367	13	medium	medium	ADJ
easat-2930	367	14	enterprises	enterprise	NOUN
easat-2930	367	15	(	(	PUNCT
easat-2930	367	16	smes	sme	NOUN
easat-2930	367	17	)	)	PUNCT
easat-2930	367	18	in	in	ADP
easat-2930	367	19	bangladesh	bangladesh	NOUN
easat-2930	367	20	.	.	PUNCT
easat-2930	368	1	pmis	pmis	PROPN
easat-2930	368	2	review	review	PROPN
easat-2930	368	3	,	,	PUNCT
easat-2930	368	4	2(1	2(1	NUM
easat-2930	368	5	)	)	PUNCT
easat-2930	368	6	,	,	PUNCT
easat-2930	368	7	141	141	NUM
easat-2930	368	8	-	-	SYM
easat-2930	368	9	159	159	NUM
easat-2930	368	10	.	.	PUNCT
easat-2930	369	1	http://dx.doi.org/10.56567/pmis.v2i1.14	http://dx.doi.org/10.56567/pmis.v2i1.14	X
easat-2930	370	1	[	[	X
easat-2930	370	2	16	16	NUM
easat-2930	370	3	]	]	X
easat-2930	370	4	bhuiyan	bhuiyan	NOUN
easat-2930	370	5	,	,	PUNCT
easat-2930	370	6	m.	m.	PROPN
easat-2930	370	7	r.	r.	PROPN
easat-2930	370	8	i.	i.	PROPN
easat-2930	370	9	(	(	PUNCT
easat-2930	370	10	2024	2024	NUM
easat-2930	370	11	)	)	PUNCT
easat-2930	370	12	.	.	PUNCT
easat-2930	371	1	examining	examine	VERB
easat-2930	371	2	the	the	DET
easat-2930	371	3	digital	digital	ADJ
easat-2930	371	4	transformation	transformation	NOUN
easat-2930	371	5	and	and	CCONJ
easat-2930	371	6	digital	digital	ADJ
easat-2930	371	7	entrepreneurship	entrepreneurship	NOUN
easat-2930	371	8	:	:	PUNCT
easat-2930	371	9	a	a	DET
easat-2930	371	10	prisma	prisma	NOUN
easat-2930	371	11	based	base	VERB
easat-2930	371	12	systematic	systematic	ADJ
easat-2930	371	13	review	review	NOUN
easat-2930	371	14	.	.	PUNCT
easat-2930	372	1	pakistan	pakistan	PROPN
easat-2930	372	2	journal	journal	PROPN
easat-2930	372	3	of	of	ADP
easat-2930	372	4	life	life	NOUN
easat-2930	372	5	and	and	CCONJ
easat-2930	372	6	social	social	ADJ
easat-2930	372	7	sciences	science	NOUN
easat-2930	372	8	,	,	PUNCT
easat-2930	372	9	22(1	22(1	NUM
easat-2930	372	10	)	)	PUNCT
easat-2930	372	11	,	,	PUNCT
easat-2930	372	12	1136	1136	NUM
easat-2930	372	13	-	-	SYM
easat-2930	372	14	1150	1150	NUM
easat-2930	372	15	.	.	PUNCT
easat-2930	373	1	http://dx.doi.org/10.57239/pjlss2024-22.1.0077	http://dx.doi.org/10.57239/pjlss2024-22.1.0077	PROPN
easat-2930	374	1	[	[	X
easat-2930	374	2	17	17	NUM
easat-2930	374	3	]	]	X
easat-2930	374	4	bhuiyan	bhuiyan	NOUN
easat-2930	374	5	,	,	PUNCT
easat-2930	374	6	m.	m.	PROPN
easat-2930	374	7	r.	r.	PROPN
easat-2930	374	8	i.	i.	PROPN
easat-2930	374	9	,	,	PUNCT
easat-2930	374	10	akter	akter	NOUN
easat-2930	374	11	,	,	PUNCT
easat-2930	374	12	m.	m.	NOUN
easat-2930	374	13	s.	s.	PROPN
easat-2930	374	14	,	,	PUNCT
easat-2930	374	15	&	&	CCONJ
easat-2930	374	16	islam	islam	PROPN
easat-2930	374	17	,	,	PUNCT
easat-2930	374	18	s.	s.	PROPN
easat-2930	374	19	(	(	PUNCT
easat-2930	374	20	2024	2024	NUM
easat-2930	374	21	)	)	PUNCT
easat-2930	374	22	.	.	PUNCT
easat-2930	375	1	how	how	SCONJ
easat-2930	375	2	does	do	AUX
easat-2930	375	3	digital	digital	ADJ
easat-2930	375	4	payment	payment	NOUN
easat-2930	375	5	transform	transform	VERB
easat-2930	375	6	society	society	NOUN
easat-2930	375	7	as	as	ADP
easat-2930	375	8	a	a	DET
easat-2930	375	9	cashless	cashless	NOUN
easat-2930	375	10	society	society	NOUN
easat-2930	375	11	?	?	PUNCT
easat-2930	376	1	an	an	DET
easat-2930	376	2	empirical	empirical	ADJ
easat-2930	376	3	study	study	NOUN
easat-2930	376	4	in	in	ADP
easat-2930	376	5	the	the	DET
easat-2930	376	6	developing	develop	VERB
easat-2930	376	7	economy	economy	NOUN
easat-2930	376	8	.	.	PUNCT
easat-2930	377	1	journal	journal	PROPN
easat-2930	377	2	of	of	ADP
easat-2930	377	3	science	science	NOUN
easat-2930	377	4	and	and	CCONJ
easat-2930	377	5	technology	technology	NOUN
easat-2930	377	6	policy	policy	NOUN
easat-2930	377	7	management	management	NOUN
easat-2930	377	8	.	.	PUNCT
easat-2930	378	1	vol	vol	NOUN
easat-2930	378	2	.	.	PUNCT
easat-2930	379	1	ahead	ahead	ADV
easat-2930	379	2	-	-	PUNCT
easat-2930	379	3	of	of	ADP
easat-2930	379	4	-	-	PUNCT
easat-2930	379	5	print	print	NOUN
easat-2930	379	6	no	no	NOUN
easat-2930	379	7	.	.	PUNCT
easat-2930	380	1	ahead	ahead	ADV
easat-2930	380	2	-	-	PUNCT
easat-2930	380	3	of	of	ADP
easat-2930	380	4	-	-	PUNCT
easat-2930	380	5	print	print	NOUN
easat-2930	380	6	.	.	PUNCT
easat-2930	381	1	https://doi.org/10.1108/jstpm-10-2023-0170	https://doi.org/10.1108/jstpm-10-2023-0170	PUNCT
easat-2930	382	1	[	[	X
easat-2930	382	2	18	18	NUM
easat-2930	382	3	]	]	X
easat-2930	382	4	bhuiyan	bhuiyan	NOUN
easat-2930	382	5	,	,	PUNCT
easat-2930	382	6	m.	m.	PROPN
easat-2930	382	7	r.	r.	PROPN
easat-2930	382	8	i.	i.	PROPN
easat-2930	382	9	,	,	PUNCT
easat-2930	382	10	faraji	faraji	NOUN
easat-2930	382	11	,	,	PUNCT
easat-2930	382	12	m.	m.	NOUN
easat-2930	382	13	r.	r.	PROPN
easat-2930	382	14	,	,	PUNCT
easat-2930	382	15	rashid	rashid	PROPN
easat-2930	382	16	,	,	PUNCT
easat-2930	382	17	m.	m.	NOUN
easat-2930	382	18	,	,	PUNCT
easat-2930	382	19	bhuyan	bhuyan	PROPN
easat-2930	382	20	,	,	PUNCT
easat-2930	382	21	m.	m.	PROPN
easat-2930	382	22	k.	k.	PROPN
easat-2930	382	23	,	,	PUNCT
easat-2930	382	24	hossain	hossain	PROPN
easat-2930	382	25	,	,	PUNCT
easat-2930	382	26	r.	r.	PROPN
easat-2930	382	27	,	,	PUNCT
easat-2930	382	28	&	&	CCONJ
easat-2930	382	29	ghose	ghose	PROPN
easat-2930	382	30	,	,	PUNCT
easat-2930	382	31	p.	p.	NOUN
easat-2930	382	32	(	(	PUNCT
easat-2930	382	33	2024	2024	NUM
easat-2930	382	34	)	)	PUNCT
easat-2930	382	35	.	.	PUNCT
easat-2930	383	1	digital	digital	ADJ
easat-2930	383	2	transformation	transformation	NOUN
easat-2930	383	3	in	in	ADP
easat-2930	383	4	smes	sme	NOUN
easat-2930	383	5	emerging	emerge	VERB
easat-2930	383	6	technological	technological	ADJ
easat-2930	383	7	tools	tool	NOUN
easat-2930	383	8	and	and	CCONJ
easat-2930	383	9	technologies	technology	NOUN
easat-2930	383	10	for	for	ADP
easat-2930	383	11	enhancing	enhance	VERB
easat-2930	383	12	the	the	DET
easat-2930	383	13	sme	sme	NOUN
easat-2930	383	14	's	's	PART
easat-2930	383	15	strategies	strategy	NOUN
easat-2930	383	16	and	and	CCONJ
easat-2930	383	17	outcomes	outcome	NOUN
easat-2930	383	18	.	.	PUNCT
easat-2930	384	1	journal	journal	PROPN
easat-2930	384	2	of	of	ADP
easat-2930	384	3	ecohumanism	ecohumanism	NOUN
easat-2930	384	4	,	,	PUNCT
easat-2930	384	5	3(4	3(4	NUM
easat-2930	384	6	)	)	PUNCT
easat-2930	384	7	,	,	PUNCT
easat-2930	384	8	211	211	NUM
easat-2930	384	9	-	-	SYM
easat-2930	384	10	224	224	NUM
easat-2930	384	11	.	.	PUNCT
easat-2930	385	1	https://doi.org/10.62754/joe.v3i4.3594	https://doi.org/10.62754/joe.v3i4.3594	PRON
easat-2930	385	2	[	[	X
easat-2930	385	3	19	19	NUM
easat-2930	385	4	]	]	X
easat-2930	385	5	bhuiyan	bhuiyan	NOUN
easat-2930	385	6	,	,	PUNCT
easat-2930	385	7	m.	m.	PROPN
easat-2930	385	8	r.	r.	PROPN
easat-2930	385	9	i.	i.	PROPN
easat-2930	385	10	,	,	PUNCT
easat-2930	385	11	hossain	hossain	PROPN
easat-2930	385	12	,	,	PUNCT
easat-2930	385	13	r.	r.	PROPN
easat-2930	385	14	,	,	PUNCT
easat-2930	385	15	rashid	rashid	PROPN
easat-2930	385	16	,	,	PUNCT
easat-2930	385	17	m.	m.	NOUN
easat-2930	385	18	,	,	PUNCT
easat-2930	385	19	islam	islam	PROPN
easat-2930	385	20	,	,	PUNCT
easat-2930	385	21	m.	m.	NOUN
easat-2930	385	22	m.	m.	NOUN
easat-2930	385	23	,	,	PUNCT
easat-2930	385	24	mani	mani	PROPN
easat-2930	385	25	,	,	PUNCT
easat-2930	385	26	l.	l.	PROPN
easat-2930	385	27	,	,	PUNCT
easat-2930	385	28	&	&	CCONJ
easat-2930	385	29	milon	milon	PROPN
easat-2930	385	30	,	,	PUNCT
easat-2930	385	31	m.	m.	NOUN
easat-2930	385	32	n.	n.	PROPN
easat-2930	385	33	u.	u.	PROPN
easat-2930	385	34	(	(	PUNCT
easat-2930	385	35	2024	2024	NUM
easat-2930	385	36	)	)	PUNCT
easat-2930	385	37	.	.	PUNCT
easat-2930	386	1	gravitating	gravitate	VERB
easat-2930	386	2	the	the	DET
easat-2930	386	3	components	component	NOUN
easat-2930	386	4	,	,	PUNCT
easat-2930	386	5	technologies	technology	NOUN
easat-2930	386	6	,	,	PUNCT
easat-2930	386	7	challenges	challenge	NOUN
easat-2930	386	8	,	,	PUNCT
easat-2930	386	9	and	and	CCONJ
easat-2930	386	10	government	government	NOUN
easat-2930	386	11	transforming	transform	VERB
easat-2930	386	12	strategies	strategy	NOUN
easat-2930	386	13	for	for	ADP
easat-2930	386	14	a	a	DET
easat-2930	386	15	smart	smart	ADJ
easat-2930	386	16	bangladesh	bangladesh	NOUN
easat-2930	386	17	:	:	PUNCT
easat-2930	386	18	a	a	DET
easat-2930	386	19	prisma	prisma	NOUN
easat-2930	386	20	-	-	PUNCT
easat-2930	386	21	based	base	VERB
easat-2930	386	22	review	review	NOUN
easat-2930	386	23	.	.	PUNCT
easat-2930	387	1	journal	journal	PROPN
easat-2930	387	2	of	of	ADP
easat-2930	387	3	governance	governance	NOUN
easat-2930	387	4	and	and	CCONJ
easat-2930	387	5	regulation	regulation	NOUN
easat-2930	387	6	,	,	PUNCT
easat-2930	387	7	13(3	13(3	NUM
easat-2930	387	8	)	)	PUNCT
easat-2930	387	9	,	,	PUNCT
easat-2930	387	10	177–188	177–188	NUM
easat-2930	387	11	.	.	PUNCT
easat-2930	388	1	https://doi.org/10.22495/jgrv13i3art15	https://doi.org/10.22495/jgrv13i3art15	PROPN
easat-2930	389	1	[	[	X
easat-2930	389	2	20	20	NUM
easat-2930	389	3	]	]	X
easat-2930	389	4	bhuiyan	bhuiyan	NOUN
easat-2930	389	5	,	,	PUNCT
easat-2930	389	6	m.	m.	PROPN
easat-2930	389	7	r.	r.	PROPN
easat-2930	389	8	i.	i.	PROPN
easat-2930	389	9	,	,	PUNCT
easat-2930	389	10	milon	milon	PROPN
easat-2930	389	11	,	,	PUNCT
easat-2930	389	12	m.	m.	NOUN
easat-2930	389	13	n.	n.	PROPN
easat-2930	389	14	u.	u.	PROPN
easat-2930	389	15	,	,	PUNCT
easat-2930	389	16	hossain	hossain	PROPN
easat-2930	389	17	,	,	PUNCT
easat-2930	389	18	r.	r.	PROPN
easat-2930	389	19	,	,	PUNCT
easat-2930	389	20	poli	poli	PROPN
easat-2930	389	21	,	,	PUNCT
easat-2930	389	22	t.	t.	PROPN
easat-2930	389	23	a.	a.	PROPN
easat-2930	389	24	,	,	PUNCT
easat-2930	389	25	&	&	CCONJ
easat-2930	389	26	salam	salam	PROPN
easat-2930	389	27	,	,	PUNCT
easat-2930	389	28	m.	m.	NOUN
easat-2930	389	29	a.	a.	NOUN
easat-2930	389	30	(	(	PUNCT
easat-2930	389	31	2024	2024	NUM
easat-2930	389	32	)	)	PUNCT
easat-2930	389	33	.	.	PUNCT
easat-2930	390	1	examining	examine	VERB
easat-2930	390	2	the	the	DET
easat-2930	390	3	relationship	relationship	NOUN
easat-2930	390	4	between	between	ADP
easat-2930	390	5	poverty	poverty	NOUN
easat-2930	390	6	and	and	CCONJ
easat-2930	390	7	juvenile	juvenile	ADJ
easat-2930	390	8	delinquency	delinquency	NOUN
easat-2930	390	9	trends	trend	NOUN
easat-2930	390	10	in	in	ADP
easat-2930	390	11	a	a	DET
easat-2930	390	12	developing	develop	VERB
easat-2930	390	13	country	country	NOUN
easat-2930	390	14	.	.	PUNCT
easat-2930	391	1	academic	academic	ADJ
easat-2930	391	2	journal	journal	NOUN
easat-2930	391	3	of	of	ADP
easat-2930	391	4	interdisciplinary	interdisciplinary	ADJ
easat-2930	391	5	studies	study	NOUN
easat-2930	391	6	,	,	PUNCT
easat-2930	391	7	13(6	13(6	PROPN
easat-2930	391	8	)	)	PUNCT
easat-2930	391	9	,	,	PUNCT
easat-2930	391	10	255	255	NUM
easat-2930	391	11	-	-	SYM
easat-2930	391	12	274	274	NUM
easat-2930	391	13	.	.	PUNCT
easat-2930	392	1	[	[	X
easat-2930	392	2	21	21	NUM
easat-2930	392	3	]	]	X
easat-2930	392	4	bhuiyan	bhuiyan	NOUN
easat-2930	392	5	,	,	PUNCT
easat-2930	392	6	m.	m.	PROPN
easat-2930	392	7	r.	r.	PROPN
easat-2930	392	8	i.	i.	PROPN
easat-2930	392	9	,	,	PUNCT
easat-2930	392	10	uddin	uddin	PROPN
easat-2930	392	11	,	,	PUNCT
easat-2930	392	12	k.	k.	PROPN
easat-2930	392	13	s.	s.	PROPN
easat-2930	392	14	,	,	PUNCT
easat-2930	392	15	&	&	CCONJ
easat-2930	392	16	milon	milon	PROPN
easat-2930	392	17	,	,	PUNCT
easat-2930	392	18	m.	m.	NOUN
easat-2930	392	19	n.	n.	PROPN
easat-2930	392	20	u.	u.	PROPN
easat-2930	392	21	(	(	PUNCT
easat-2930	392	22	2023	2023	NUM
easat-2930	392	23	)	)	PUNCT
easat-2930	392	24	.	.	PUNCT
easat-2930	393	1	prospective	prospective	ADJ
easat-2930	393	2	areas	area	NOUN
easat-2930	393	3	of	of	ADP
easat-2930	393	4	digital	digital	ADJ
easat-2930	393	5	economy	economy	NOUN
easat-2930	393	6	:	:	PUNCT
easat-2930	393	7	an	an	DET
easat-2930	393	8	empirical	empirical	ADJ
easat-2930	393	9	study	study	NOUN
easat-2930	393	10	in	in	ADP
easat-2930	393	11	bangladesh	bangladesh	PROPN
easat-2930	393	12	.	.	PUNCT
easat-2930	394	1	doi	doi	NOUN
easat-2930	394	2	:	:	PUNCT
easat-2930	394	3	10.20944	10.20944	NUM
easat-2930	394	4	/	/	SYM
easat-2930	394	5	preprints202307.1652.v1	preprints202307.1652.v1	NOUN
easat-2930	395	1	[	[	X
easat-2930	395	2	22	22	NUM
easat-2930	395	3	]	]	X
easat-2930	395	4	bhuiyan	bhuiyan	NOUN
easat-2930	395	5	,	,	PUNCT
easat-2930	395	6	m.	m.	PROPN
easat-2930	395	7	r.	r.	PROPN
easat-2930	395	8	i.	i.	PROPN
easat-2930	395	9	,	,	PUNCT
easat-2930	395	10	ullah	ullah	PROPN
easat-2930	395	11	,	,	PUNCT
easat-2930	395	12	m.	m.	PROPN
easat-2930	395	13	w.	w.	PROPN
easat-2930	395	14	,	,	PUNCT
easat-2930	395	15	ahmed	ahmed	PROPN
easat-2930	395	16	,	,	PUNCT
easat-2930	395	17	s.	s.	PROPN
easat-2930	395	18	,	,	PUNCT
easat-2930	395	19	bhuyan	bhuyan	PROPN
easat-2930	395	20	,	,	PUNCT
easat-2930	395	21	m.	m.	PROPN
easat-2930	395	22	k.	k.	PROPN
easat-2930	395	23	,	,	PUNCT
easat-2930	395	24	&	&	CCONJ
easat-2930	395	25	sultana	sultana	NOUN
easat-2930	395	26	,	,	PUNCT
easat-2930	395	27	t.	t.	PROPN
easat-2930	395	28	(	(	PUNCT
easat-2930	395	29	2024	2024	NUM
easat-2930	395	30	)	)	PUNCT
easat-2930	395	31	.	.	PUNCT
easat-2930	396	1	information	information	NOUN
easat-2930	396	2	security	security	NOUN
easat-2930	396	3	for	for	ADP
easat-2930	396	4	an	an	DET
easat-2930	396	5	information	information	NOUN
easat-2930	396	6	society	society	NOUN
easat-2930	396	7	for	for	ADP
easat-2930	396	8	accessing	access	VERB
easat-2930	396	9	secured	secured	ADJ
easat-2930	396	10	information	information	NOUN
easat-2930	396	11	:	:	PUNCT
easat-2930	396	12	a	a	DET
easat-2930	396	13	prisma	prisma	NOUN
easat-2930	396	14	based	base	VERB
easat-2930	396	15	systematic	systematic	ADJ
easat-2930	396	16	review	review	NOUN
easat-2930	396	17	.	.	PUNCT
easat-2930	397	1	international	international	ADJ
easat-2930	397	2	journal	journal	PROPN
easat-2930	397	3	of	of	ADP
easat-2930	397	4	religion	religion	NOUN
easat-2930	397	5	,	,	PUNCT
easat-2930	397	6	5(11	5(11	NUM
easat-2930	397	7	)	)	PUNCT
easat-2930	397	8	,	,	PUNCT
easat-2930	397	9	932	932	NUM
easat-2930	397	10	-	-	SYM
easat-2930	397	11	946	946	NUM
easat-2930	397	12	.	.	PUNCT
easat-2930	398	1	https://doi.org/10.61707/frfnr583	https://doi.org/10.61707/frfnr583	NOUN
easat-2930	399	1	[	[	X
easat-2930	399	2	23	23	NUM
easat-2930	399	3	]	]	X
easat-2930	399	4	bhuiyan	bhuiyan	NOUN
easat-2930	399	5	,	,	PUNCT
easat-2930	399	6	m.	m.	NOUN
easat-2930	399	7	r.	r.	PROPN
easat-2930	399	8	,	,	PUNCT
easat-2930	399	9	&	&	CCONJ
easat-2930	399	10	akter	akter	PROPN
easat-2930	399	11	,	,	PUNCT
easat-2930	399	12	m.	m.	NOUN
easat-2930	399	13	(	(	PUNCT
easat-2930	399	14	2024	2024	NUM
easat-2930	399	15	)	)	PUNCT
easat-2930	399	16	.	.	PUNCT
easat-2930	400	1	assessing	assess	VERB
easat-2930	400	2	the	the	DET
easat-2930	400	3	potential	potential	ADJ
easat-2930	400	4	usages	usage	NOUN
easat-2930	400	5	of	of	ADP
easat-2930	400	6	blockchain	blockchain	PROPN
easat-2930	400	7	to	to	PART
easat-2930	400	8	transform	transform	VERB
easat-2930	400	9	smart	smart	ADJ
easat-2930	400	10	bangladesh	bangladesh	NOUN
easat-2930	400	11	:	:	PUNCT
easat-2930	400	12	a	a	DET
easat-2930	400	13	prisma	prisma	NOUN
easat-2930	400	14	based	base	VERB
easat-2930	400	15	systematic	systematic	ADJ
easat-2930	400	16	review	review	PROPN
easat-2930	400	17	.	.	PUNCT
easat-2930	401	1	journal	journal	PROPN
easat-2930	401	2	of	of	ADP
easat-2930	401	3	information	information	NOUN
easat-2930	401	4	systems	system	NOUN
easat-2930	401	5	and	and	CCONJ
easat-2930	401	6	informatics	informatic	NOUN
easat-2930	401	7	,	,	PUNCT
easat-2930	401	8	6(1	6(1	NUM
easat-2930	401	9	)	)	PUNCT
easat-2930	401	10	,	,	PUNCT
easat-2930	401	11	245	245	NUM
easat-2930	401	12	-	-	SYM
easat-2930	401	13	269	269	NUM
easat-2930	401	14	.	.	PUNCT
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easat-2930	402	2	[	[	X
easat-2930	402	3	24	24	NUM
easat-2930	402	4	]	]	PUNCT
easat-2930	402	5	boulsane	boulsane	NOUN
easat-2930	402	6	,	,	PUNCT
easat-2930	402	7	h.	h.	PROPN
easat-2930	402	8	a.	a.	PROPN
easat-2930	402	9	,	,	PUNCT
easat-2930	402	10	&	&	CCONJ
easat-2930	402	11	afdel	afdel	PROPN
easat-2930	402	12	,	,	PUNCT
easat-2930	402	13	k.	k.	PROPN
easat-2930	402	14	(	(	PUNCT
easat-2930	402	15	2024	2024	NUM
easat-2930	402	16	)	)	PUNCT
easat-2930	402	17	.	.	PUNCT
easat-2930	403	1	undefined	undefined	ADJ
easat-2930	403	2	.	.	PUNCT
easat-2930	404	1	https://doi.org/10.2139/ssrn.4897866	https://doi.org/10.2139/ssrn.4897866	PROPN
easat-2930	405	1	[	[	X
easat-2930	405	2	25	25	NUM
easat-2930	405	3	]	]	X
easat-2930	405	4	chi	chi	PROPN
easat-2930	405	5	,	,	PUNCT
easat-2930	405	6	j.	j.	PROPN
easat-2930	405	7	,	,	PUNCT
easat-2930	405	8	guo	guo	PROPN
easat-2930	405	9	,	,	PUNCT
easat-2930	405	10	s.	s.	PROPN
easat-2930	405	11	,	,	PUNCT
easat-2930	405	12	zhang	zhang	PROPN
easat-2930	405	13	,	,	PUNCT
easat-2930	405	14	h.	h.	PROPN
easat-2930	405	15	,	,	PUNCT
easat-2930	405	16	&	&	CCONJ
easat-2930	405	17	shan	shan	PROPN
easat-2930	405	18	,	,	PUNCT
easat-2930	405	19	y.	y.	PROPN
easat-2930	405	20	(	(	PUNCT
easat-2930	405	21	2023	2023	NUM
easat-2930	405	22	)	)	PUNCT
easat-2930	405	23	.	.	PUNCT
easat-2930	406	1	l	l	NOUN
easat-2930	406	2	-	-	NOUN
easat-2930	406	3	ghostnet	ghostnet	NOUN
easat-2930	406	4	:	:	PUNCT
easat-2930	406	5	extract	extract	VERB
easat-2930	406	6	better	well	ADJ
easat-2930	406	7	quality	quality	NOUN
easat-2930	406	8	features	feature	NOUN
easat-2930	406	9	.	.	PUNCT
easat-2930	407	1	ieee	ieee	NOUN
easat-2930	407	2	access	access	NOUN
easat-2930	407	3	,	,	PUNCT
easat-2930	407	4	11	11	NUM
easat-2930	407	5	,	,	PUNCT
easat-2930	407	6	2361	2361	NUM
easat-2930	407	7	-	-	SYM
easat-2930	407	8	2374	2374	NUM
easat-2930	407	9	.	.	PUNCT
easat-2930	408	1	https://doi.org/10.1109/access.2023.3234108	https://doi.org/10.1109/access.2023.3234108	PROPN
easat-2930	409	1	[	[	X
easat-2930	409	2	26	26	NUM
easat-2930	409	3	]	]	PUNCT
easat-2930	409	4	choi	choi	NOUN
easat-2930	409	5	,	,	PUNCT
easat-2930	409	6	s.	s.	PROPN
easat-2930	409	7	(	(	PUNCT
easat-2930	409	8	2024	2024	NUM
easat-2930	409	9	)	)	PUNCT
easat-2930	409	10	.	.	PUNCT
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easat-2930	410	2	terrorist	terrorist	ADJ
easat-2930	410	3	attacks	attack	NOUN
easat-2930	410	4	.	.	PUNCT
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easat-2930	411	2	research	research	NOUN
easat-2930	411	3	encyclopedia	encyclopedia	NOUN
easat-2930	411	4	of	of	ADP
easat-2930	411	5	international	international	ADJ
easat-2930	411	6	studies	study	NOUN
easat-2930	411	7	.	.	PUNCT
easat-2930	412	1	https://doi.org/10.1093/acrefore/9780190846626.013.859	https://doi.org/10.1093/acrefore/9780190846626.013.859	X
easat-2930	413	1	[	[	X
easat-2930	413	2	27	27	NUM
easat-2930	413	3	]	]	PUNCT
easat-2930	413	4	daphin	daphin	NOUN
easat-2930	413	5	lilda	lilda	PROPN
easat-2930	413	6	,	,	PUNCT
easat-2930	413	7	s.	s.	PROPN
easat-2930	413	8	,	,	PUNCT
easat-2930	413	9	&	&	CCONJ
easat-2930	413	10	jayaparvathy	jayaparvathy	PROPN
easat-2930	413	11	,	,	PUNCT
easat-2930	413	12	r.	r.	PROPN
easat-2930	413	13	(	(	PUNCT
easat-2930	413	14	2023	2023	NUM
easat-2930	413	15	)	)	PUNCT
easat-2930	413	16	.	.	PUNCT
easat-2930	414	1	machine	machine	NOUN
easat-2930	414	2	learning	learn	VERB
easat-2930	414	3	techniques	technique	NOUN
easat-2930	414	4	in	in	ADP
easat-2930	414	5	ecg	ecg	PROPN
easat-2930	414	6	data	datum	NOUN
easat-2930	414	7	analysis	analysis	NOUN
easat-2930	414	8	for	for	ADP
easat-2930	414	9	medical	medical	ADJ
easat-2930	414	10	applications	application	NOUN
easat-2930	414	11	.	.	PUNCT
easat-2930	415	1	handbook	handbook	NOUN
easat-2930	415	2	of	of	ADP
easat-2930	415	3	ai	ai	NOUN
easat-2930	415	4	-	-	PUNCT
easat-2930	415	5	based	base	VERB
easat-2930	415	6	models	model	NOUN
easat-2930	415	7	in	in	ADP
easat-2930	415	8	healthcare	healthcare	NOUN
easat-2930	415	9	and	and	CCONJ
easat-2930	415	10	medicine	medicine	NOUN
easat-2930	415	11	,	,	PUNCT
easat-2930	415	12	226	226	NUM
easat-2930	415	13	-	-	SYM
easat-2930	415	14	246	246	NUM
easat-2930	415	15	.	.	PUNCT
easat-2930	416	1	https://doi.org/10.1201/9781003363361-13	https://doi.org/10.1201/9781003363361-13	NOUN
easat-2930	416	2	[	[	X
easat-2930	416	3	28	28	NUM
easat-2930	416	4	]	]	X
easat-2930	416	5	dasari	dasari	NOUN
easat-2930	416	6	,	,	PUNCT
easat-2930	416	7	n.	n.	NOUN
easat-2930	416	8	,	,	PUNCT
easat-2930	416	9	&	&	CCONJ
easat-2930	416	10	samanta	samanta	PROPN
easat-2930	416	11	,	,	PUNCT
easat-2930	416	12	i.	i.	PROPN
easat-2930	416	13	(	(	PUNCT
easat-2930	416	14	2024	2024	NUM
easat-2930	416	15	)	)	PUNCT
easat-2930	416	16	.	.	PUNCT
easat-2930	417	1	intelligent	intelligent	ADJ
easat-2930	417	2	authentication	authentication	NOUN
easat-2930	417	3	gateway	gateway	NOUN
easat-2930	417	4	:	:	PUNCT
easat-2930	417	5	bridging	bridge	VERB
easat-2930	417	6	the	the	DET
easat-2930	417	7	gap	gap	NOUN
easat-2930	417	8	between	between	ADP
easat-2930	417	9	traditional	traditional	ADJ
easat-2930	417	10	and	and	CCONJ
easat-2930	417	11	fido2	fido2	NOUN
easat-2930	417	12	security	security	NOUN
easat-2930	417	13	through	through	ADP
easat-2930	417	14	ai	ai	NOUN
easat-2930	417	15	/	/	SYM
easat-2930	417	16	ml	ml	NOUN
easat-2930	417	17	enhancement	enhancement	NOUN
easat-2930	417	18	.	.	PUNCT
easat-2930	418	1	https://doi.org/10.31224/3699	https://doi.org/10.31224/3699	X
easat-2930	419	1	[	[	X
easat-2930	419	2	29	29	NUM
easat-2930	419	3	]	]	X
easat-2930	419	4	dayanand	dayanand	PROPN
easat-2930	419	5	,	,	PUNCT
easat-2930	419	6	wilson	wilson	PROPN
easat-2930	419	7	jeberson	jeberson	PROPN
easat-2930	419	8	,	,	PUNCT
easat-2930	419	9	&	&	CCONJ
easat-2930	419	10	klinsega	klinsega	PROPN
easat-2930	419	11	jeberson	jeberson	PROPN
easat-2930	419	12	.	.	PUNCT
easat-2930	420	1	(	(	PUNCT
easat-2930	420	2	2024	2024	NUM
easat-2930	420	3	)	)	PUNCT
easat-2930	420	4	.	.	PUNCT
easat-2930	421	1	machine	machine	NOUN
easat-2930	421	2	learning	learning	NOUN
easat-2930	421	3	defenses	defense	NOUN
easat-2930	421	4	:	:	PUNCT
easat-2930	421	5	exploring	explore	VERB
easat-2930	421	6	the	the	DET
easat-2930	421	7	integration	integration	NOUN
easat-2930	421	8	of	of	ADP
easat-2930	421	9	machine	machine	NOUN
easat-2930	421	10	learning	learn	VERB
easat-2930	421	11	techniques	technique	NOUN
easat-2930	421	12	within	within	ADP
easat-2930	421	13	captcha	captcha	PROPN
easat-2930	421	14	systems	system	NOUN
easat-2930	421	15	to	to	PART
easat-2930	421	16	dynamically	dynamically	ADV
easat-2930	421	17	adjust	adjust	VERB
easat-2930	421	18	challenge	challenge	NOUN
easat-2930	421	19	difficulty	difficulty	NOUN
easat-2930	421	20	and	and	CCONJ
easat-2930	421	21	thwart	thwart	VERB
easat-2930	421	22	https://doi.org/10.1108/sasbe-02-2024-0059	https://doi.org/10.1108/sasbe-02-2024-0059	PROPN
easat-2930	421	23	https://doi.org/10.1108/sasbe-02-2024-0059	https://doi.org/10.1108/sasbe-02-2024-0059	PROPN
easat-2930	421	24	https://doi.org/10.5220/0008875802810288	https://doi.org/10.5220/0008875802810288	ADV
easat-2930	421	25	https://doi.org/10.1002/bsd2.363	https://doi.org/10.1002/bsd2.363	VERB
easat-2930	422	1	https://doi.org/10.22214/ijraset.2023.54218	https://doi.org/10.22214/ijraset.2023.54218	PROPN
easat-2930	422	2	https://doi.org/10.4018/978-1-6684-8127-1.ch001	https://doi.org/10.4018/978-1-6684-8127-1.ch001	NOUN
easat-2930	422	3	https://doi.org/10.1109/sist61555.2024.10629452	https://doi.org/10.1109/sist61555.2024.10629452	NOUN
easat-2930	422	4	https://doi.org/10.3390/electronics12061333	https://doi.org/10.3390/electronics12061333	PROPN
easat-2930	422	5	https://doi.org/10.1201/9781003507864-2	https://doi.org/10.1201/9781003507864-2	NOUN
easat-2930	422	6	https://doi.org/10.1007/978-3-031-28259-1_9	https://doi.org/10.1007/978-3-031-28259-1_9	X
easat-2930	422	7	http://dx.doi.org/10.56567/pmis.v2i1.14	http://dx.doi.org/10.56567/pmis.v2i1.14	X
easat-2930	422	8	http://dx.doi.org/10.57239/pjlss-2024-22.1.0077	http://dx.doi.org/10.57239/pjlss-2024-22.1.0077	PROPN
easat-2930	422	9	http://dx.doi.org/10.57239/pjlss-2024-22.1.0077	http://dx.doi.org/10.57239/pjlss-2024-22.1.0077	PROPN
easat-2930	422	10	https://doi.org/10.1108/jstpm-10-2023-0170	https://doi.org/10.1108/jstpm-10-2023-0170	PROPN
easat-2930	422	11	https://doi.org/10.62754/joe.v3i4.3594	https://doi.org/10.62754/joe.v3i4.3594	NUM
easat-2930	422	12	https://doi.org/10.22495/jgrv13i3art15	https://doi.org/10.22495/jgrv13i3art15	PROPN
easat-2930	422	13	https://doi.org/10.61707/frfnr583	https://doi.org/10.61707/frfnr583	PROPN
easat-2930	422	14	https://doi.org/10.51519/journalisi.v6i1.659	https://doi.org/10.51519/journalisi.v6i1.659	PROPN
easat-2930	422	15	https://doi.org/10.2139/ssrn.4897866	https://doi.org/10.2139/ssrn.4897866	PROPN
easat-2930	422	16	https://doi.org/10.1109/access.2023.3234108	https://doi.org/10.1109/access.2023.3234108	PROPN
easat-2930	423	1	https://doi.org/10.1093/acrefore/9780190846626.013.859	https://doi.org/10.1093/acrefore/9780190846626.013.859	PROPN
easat-2930	423	2	https://doi.org/10.1201/9781003363361-13	https://doi.org/10.1201/9781003363361-13	PROPN
easat-2930	423	3	https://doi.org/10.31224/3699	https://doi.org/10.31224/3699	NOUN
easat-2930	423	4	4305	4305	NUM
easat-2930	423	5	edelweiss	edelweiss	PROPN
easat-2930	423	6	applied	apply	VERB
easat-2930	423	7	science	science	NOUN
easat-2930	423	8	and	and	CCONJ
easat-2930	423	9	technology	technology	NOUN
easat-2930	423	10	issn	issn	PROPN
easat-2930	423	11	:	:	PUNCT
easat-2930	423	12	2576	2576	NUM
easat-2930	423	13	-	-	SYM
easat-2930	423	14	8484	8484	NUM
easat-2930	423	15	vol	vol	NOUN
easat-2930	423	16	.	.	PROPN
easat-2930	423	17	8	8	NUM
easat-2930	423	18	,	,	PUNCT
easat-2930	423	19	no	no	INTJ
easat-2930	423	20	.	.	NOUN
easat-2930	424	1	6	6	NUM
easat-2930	424	2	:	:	SYM
easat-2930	424	3	4291	4291	NUM
easat-2930	424	4	-	-	SYM
easat-2930	424	5	4307	4307	NUM
easat-2930	424	6	,	,	PUNCT
easat-2930	424	7	2024	2024	NUM
easat-2930	424	8	doi	doi	NOUN
easat-2930	424	9	:	:	PUNCT
easat-2930	424	10	10.55214/25768484.v8i6.2930	10.55214/25768484.v8i6.2930	NUM
easat-2930	424	11	©	©	ADP
easat-2930	424	12	2024	2024	NUM
easat-2930	424	13	by	by	ADP
easat-2930	424	14	the	the	DET
easat-2930	424	15	authors	author	NOUN
easat-2930	424	16	;	;	PUNCT
easat-2930	424	17	licensee	licensee	PROPN
easat-2930	424	18	learning	learning	NOUN
easat-2930	424	19	gate	gate	VERB
easat-2930	424	20	adversarial	adversarial	ADJ
easat-2930	424	21	attacks	attack	NOUN
easat-2930	424	22	.	.	PUNCT
easat-2930	425	1	international	international	ADJ
easat-2930	425	2	journal	journal	PROPN
easat-2930	425	3	of	of	ADP
easat-2930	425	4	scholarly	scholarly	ADJ
easat-2930	425	5	research	research	NOUN
easat-2930	425	6	in	in	ADP
easat-2930	425	7	multidisciplinary	multidisciplinary	ADJ
easat-2930	425	8	studies	study	NOUN
easat-2930	425	9	,	,	PUNCT
easat-2930	425	10	4(2	4(2	NUM
easat-2930	425	11	)	)	PUNCT
easat-2930	425	12	,	,	PUNCT
easat-2930	425	13	001	001	NUM
easat-2930	425	14	-	-	PUNCT
easat-2930	425	15	007	007	NUM
easat-2930	425	16	.	.	PUNCT
easat-2930	426	1	https://doi.org/10.56781/ijsrms.2024.4.2.0030	https://doi.org/10.56781/ijsrms.2024.4.2.0030	X
easat-2930	427	1	[	[	X
easat-2930	427	2	30	30	NUM
easat-2930	427	3	]	]	X
easat-2930	427	4	dhibar	dhibar	NOUN
easat-2930	427	5	,	,	PUNCT
easat-2930	427	6	k.	k.	PROPN
easat-2930	427	7	,	,	PUNCT
easat-2930	427	8	&	&	CCONJ
easat-2930	427	9	maji	maji	PROPN
easat-2930	427	10	,	,	PUNCT
easat-2930	427	11	p.	p.	NOUN
easat-2930	427	12	(	(	PUNCT
easat-2930	427	13	2023	2023	NUM
easat-2930	427	14	)	)	PUNCT
easat-2930	427	15	.	.	PUNCT
easat-2930	428	1	future	future	ADJ
easat-2930	428	2	outlier	outlier	NOUN
easat-2930	428	3	detection	detection	NOUN
easat-2930	428	4	algorithm	algorithm	NOUN
easat-2930	428	5	for	for	ADP
easat-2930	428	6	smarter	smart	ADJ
easat-2930	428	7	industry	industry	NOUN
easat-2930	428	8	application	application	NOUN
easat-2930	428	9	using	use	VERB
easat-2930	428	10	ml	ml	X
easat-2930	428	11	and	and	CCONJ
easat-2930	428	12	ai	ai	VERB
easat-2930	428	13	.	.	PROPN
easat-2930	428	14	advances	advance	NOUN
easat-2930	428	15	in	in	ADP
easat-2930	428	16	systems	system	NOUN
easat-2930	428	17	analysis	analysis	NOUN
easat-2930	428	18	,	,	PUNCT
easat-2930	428	19	software	software	NOUN
easat-2930	428	20	engineering	engineering	NOUN
easat-2930	428	21	,	,	PUNCT
easat-2930	428	22	and	and	CCONJ
easat-2930	428	23	high	high	ADJ
easat-2930	428	24	performance	performance	NOUN
easat-2930	428	25	computing	computing	NOUN
easat-2930	428	26	,	,	PUNCT
easat-2930	428	27	152	152	NUM
easat-2930	428	28	-	-	SYM
easat-2930	428	29	166	166	NUM
easat-2930	428	30	.	.	PUNCT
easat-2930	429	1	https://doi.org/10.4018/978-1-6684-8785-3.ch008	https://doi.org/10.4018/978-1-6684-8785-3.ch008	VERB
easat-2930	430	1	[	[	X
easat-2930	430	2	31	31	NUM
easat-2930	430	3	]	]	X
easat-2930	430	4	divya	divya	PROPN
easat-2930	430	5	,	,	PUNCT
easat-2930	430	6	r.	r.	PROPN
easat-2930	430	7	,	,	PUNCT
easat-2930	430	8	gaganashree	gaganashree	PROPN
easat-2930	430	9	,	,	PUNCT
easat-2930	430	10	devamane	devamane	PROPN
easat-2930	430	11	,	,	PUNCT
easat-2930	430	12	s.	s.	PROPN
easat-2930	430	13	b.	b.	PROPN
easat-2930	430	14	,	,	PUNCT
easat-2930	430	15	dharshini	dharshini	PROPN
easat-2930	430	16	,	,	PUNCT
easat-2930	430	17	v.	v.	PROPN
easat-2930	430	18	,	,	PUNCT
easat-2930	430	19	&	&	CCONJ
easat-2930	430	20	deepika	deepika	PROPN
easat-2930	430	21	,	,	PUNCT
easat-2930	430	22	s.	s.	PROPN
easat-2930	430	23	(	(	PUNCT
easat-2930	430	24	2023	2023	NUM
easat-2930	430	25	)	)	PUNCT
easat-2930	430	26	.	.	PUNCT
easat-2930	431	1	performance	performance	NOUN
easat-2930	431	2	analysis	analysis	NOUN
easat-2930	431	3	of	of	ADP
easat-2930	431	4	machine	machine	NOUN
easat-2930	431	5	learning	learn	VERB
easat-2930	431	6	algorithms	algorithm	NOUN
easat-2930	431	7	for	for	ADP
easat-2930	431	8	password	password	NOUN
easat-2930	431	9	strength	strength	NOUN
easat-2930	431	10	check	check	NOUN
easat-2930	431	11	.	.	PUNCT
easat-2930	432	1	2023	2023	NUM
easat-2930	432	2	international	international	ADJ
easat-2930	432	3	conference	conference	NOUN
easat-2930	432	4	on	on	ADP
easat-2930	432	5	computational	computational	ADJ
easat-2930	432	6	intelligence	intelligence	NOUN
easat-2930	432	7	for	for	ADP
easat-2930	432	8	information	information	NOUN
easat-2930	432	9	,	,	PUNCT
easat-2930	432	10	security	security	NOUN
easat-2930	432	11	and	and	CCONJ
easat-2930	432	12	communication	communication	NOUN
easat-2930	432	13	applications	application	NOUN
easat-2930	432	14	(	(	PUNCT
easat-2930	432	15	ciisca	ciisca	NOUN
easat-2930	432	16	)	)	PUNCT
easat-2930	432	17	,	,	PUNCT
easat-2930	432	18	[	[	X
easat-2930	432	19	32	32	NUM
easat-2930	432	20	]	]	SYM
easat-2930	432	21	faraji	faraji	NOUN
easat-2930	432	22	,	,	PUNCT
easat-2930	432	23	m.	m.	NOUN
easat-2930	432	24	r.	r.	PROPN
easat-2930	432	25	,	,	PUNCT
easat-2930	432	26	shikder	shikder	NOUN
easat-2930	432	27	,	,	PUNCT
easat-2930	432	28	f.	f.	PROPN
easat-2930	432	29	,	,	PUNCT
easat-2930	432	30	hasan	hasan	PROPN
easat-2930	432	31	,	,	PUNCT
easat-2930	432	32	md	md	PROPN
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easat-2930	432	34	h.	h.	PROPN
easat-2930	432	35	,	,	PUNCT
easat-2930	432	36	islam	islam	PROPN
easat-2930	432	37	,	,	PUNCT
easat-2930	432	38	md	md	PROPN
easat-2930	432	39	.	.	PROPN
easat-2930	432	40	m.	m.	PROPN
easat-2930	432	41	,	,	PUNCT
easat-2930	432	42	&	&	CCONJ
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easat-2930	432	44	,	,	PUNCT
easat-2930	432	45	u.	u.	PROPN
easat-2930	432	46	k.	k.	PROPN
easat-2930	432	47	(	(	PUNCT
easat-2930	432	48	2024	2024	NUM
easat-2930	432	49	)	)	PUNCT
easat-2930	432	50	.	.	PUNCT
easat-2930	433	1	examining	examine	VERB
easat-2930	433	2	the	the	DET
easat-2930	433	3	role	role	NOUN
easat-2930	433	4	of	of	ADP
easat-2930	433	5	artificial	artificial	ADJ
easat-2930	433	6	intelligence	intelligence	NOUN
easat-2930	433	7	in	in	ADP
easat-2930	433	8	cyber	cyber	ADJ
easat-2930	433	9	security	security	NOUN
easat-2930	433	10	(	(	PUNCT
easat-2930	433	11	cs	cs	PROPN
easat-2930	433	12	):	):	PUNCT
easat-2930	433	13	a	a	DET
easat-2930	433	14	systematic	systematic	ADJ
easat-2930	433	15	review	review	NOUN
easat-2930	433	16	for	for	ADP
easat-2930	433	17	preventing	prevent	VERB
easat-2930	433	18	prospective	prospective	ADJ
easat-2930	433	19	solutions	solution	NOUN
easat-2930	433	20	in	in	ADP
easat-2930	433	21	financial	financial	ADJ
easat-2930	433	22	transactions	transaction	NOUN
easat-2930	433	23	.	.	PUNCT
easat-2930	434	1	international	international	ADJ
easat-2930	434	2	journal	journal	PROPN
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easat-2930	434	5	,	,	PUNCT
easat-2930	434	6	5(10	5(10	NUM
easat-2930	434	7	)	)	PUNCT
easat-2930	434	8	,	,	PUNCT
easat-2930	434	9	4766–4782	4766–4782	NUM
easat-2930	434	10	.	.	PUNCT
easat-2930	434	11	https://doi.org/10.61707/7rfyma13	https://doi.org/10.61707/7rfyma13	PUNCT
easat-2930	435	1	[	[	X
easat-2930	435	2	33	33	NUM
easat-2930	435	3	]	]	X
easat-2930	435	4	fung	fung	PROPN
easat-2930	435	5	,	,	PUNCT
easat-2930	435	6	c.	c.	PROPN
easat-2930	435	7	,	,	PUNCT
easat-2930	435	8	zeng	zeng	PROPN
easat-2930	435	9	,	,	PUNCT
easat-2930	435	10	e.	e.	PROPN
easat-2930	435	11	,	,	PUNCT
easat-2930	435	12	&	&	CCONJ
easat-2930	435	13	bauer	bauer	PROPN
easat-2930	435	14	,	,	PUNCT
easat-2930	435	15	l.	l.	PROPN
easat-2930	435	16	(	(	PUNCT
easat-2930	435	17	2024	2024	NUM
easat-2930	435	18	)	)	PUNCT
easat-2930	435	19	.	.	PUNCT
easat-2930	436	1	attributions	attribution	NOUN
easat-2930	436	2	for	for	ADP
easat-2930	436	3	ml	ml	ADV
easat-2930	436	4	-	-	PUNCT
easat-2930	436	5	based	base	VERB
easat-2930	436	6	ics	ics	PROPN
easat-2930	436	7	anomaly	anomaly	NOUN
easat-2930	436	8	detection	detection	NOUN
easat-2930	436	9	:	:	PUNCT
easat-2930	436	10	from	from	ADP
easat-2930	436	11	theory	theory	NOUN
easat-2930	436	12	to	to	ADP
easat-2930	436	13	practice	practice	VERB
easat-2930	436	14	.	.	PUNCT
easat-2930	437	1	proceedings	proceeding	NOUN
easat-2930	437	2	2024	2024	NUM
easat-2930	437	3	network	network	NOUN
easat-2930	437	4	and	and	CCONJ
easat-2930	437	5	distributed	distribute	VERB
easat-2930	437	6	system	system	NOUN
easat-2930	437	7	security	security	NOUN
easat-2930	437	8	symposium	symposium	NOUN
easat-2930	437	9	.	.	PUNCT
easat-2930	438	1	https://doi.org/10.14722/ndss.2024.23216	https://doi.org/10.14722/ndss.2024.23216	PROPN
easat-2930	438	2	[	[	X
easat-2930	438	3	34	34	NUM
easat-2930	438	4	]	]	X
easat-2930	438	5	gao	gao	PROPN
easat-2930	438	6	,	,	PUNCT
easat-2930	438	7	w.	w.	PROPN
easat-2930	438	8	,	,	PUNCT
easat-2930	438	9	zhang	zhang	PROPN
easat-2930	438	10	,	,	PUNCT
easat-2930	438	11	l.	l.	PROPN
easat-2930	438	12	,	,	PUNCT
easat-2930	438	13	&	&	CCONJ
easat-2930	438	14	cao	cao	PROPN
easat-2930	438	15	,	,	PUNCT
easat-2930	438	16	q.	q.	PROPN
easat-2930	438	17	(	(	PUNCT
easat-2930	438	18	2023	2023	NUM
easat-2930	438	19	)	)	PUNCT
easat-2930	438	20	.	.	PUNCT
easat-2930	439	1	curriculum	curriculum	NOUN
easat-2930	439	2	reform	reform	NOUN
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easat-2930	439	5	techniques	technique	NOUN
easat-2930	439	6	based	base	VERB
easat-2930	439	7	on	on	ADP
easat-2930	439	8	machine	machine	NOUN
easat-2930	439	9	learning	learning	NOUN
easat-2930	439	10	algorithms	algorithm	NOUN
easat-2930	439	11	:	:	PUNCT
easat-2930	439	12	a	a	DET
easat-2930	439	13	panel	panel	NOUN
easat-2930	439	14	data	data	VERB
easat-2930	439	15	analysis	analysis	NOUN
easat-2930	439	16	.	.	PUNCT
easat-2930	440	1	2023	2023	NUM
easat-2930	440	2	international	international	ADJ
easat-2930	440	3	conference	conference	NOUN
easat-2930	440	4	on	on	ADP
easat-2930	440	5	algorithms	algorithm	NOUN
easat-2930	440	6	,	,	PUNCT
easat-2930	440	7	computing	computing	NOUN
easat-2930	440	8	and	and	CCONJ
easat-2930	440	9	data	datum	NOUN
easat-2930	440	10	processing	processing	NOUN
easat-2930	440	11	(	(	PUNCT
easat-2930	440	12	acdp	acdp	PROPN
easat-2930	440	13	)	)	PUNCT
easat-2930	440	14	,	,	PUNCT
easat-2930	440	15	35	35	NUM
easat-2930	440	16	,	,	PUNCT
easat-2930	440	17	50	50	NUM
easat-2930	440	18	-	-	SYM
easat-2930	440	19	55	55	NUM
easat-2930	440	20	.	.	PUNCT
easat-2930	441	1	https://doi.org/10.1109/acdp59959.2023.00016	https://doi.org/10.1109/acdp59959.2023.00016	PROPN
easat-2930	441	2	[	[	X
easat-2930	441	3	35	35	NUM
easat-2930	441	4	]	]	X
easat-2930	441	5	garai	garai	NOUN
easat-2930	441	6	,	,	PUNCT
easat-2930	441	7	m.	m.	NOUN
easat-2930	441	8	s.	s.	PROPN
easat-2930	441	9	,	,	PUNCT
easat-2930	441	10	paul	paul	PROPN
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easat-2930	441	12	r.	r.	PROPN
easat-2930	441	13	k.	k.	PROPN
easat-2930	441	14	,	,	PUNCT
easat-2930	441	15	&	&	CCONJ
easat-2930	441	16	yeasin	yeasin	PROPN
easat-2930	441	17	,	,	PUNCT
easat-2930	441	18	m.	m.	NOUN
easat-2930	441	19	(	(	PUNCT
easat-2930	441	20	2023	2023	NUM
easat-2930	441	21	)	)	PUNCT
easat-2930	441	22	.	.	PUNCT
easat-2930	442	1	ceemdanml	ceemdanml	PROPN
easat-2930	442	2	:	:	PUNCT
easat-2930	442	3	ceemdan	ceemdan	ADJ
easat-2930	442	4	decomposition	decomposition	NOUN
easat-2930	442	5	based	base	VERB
easat-2930	442	6	hybrid	hybrid	ADJ
easat-2930	442	7	machine	machine	NOUN
easat-2930	442	8	learning	learning	NOUN
easat-2930	442	9	models	model	NOUN
easat-2930	442	10	.	.	PUNCT
easat-2930	443	1	cran	cran	PROPN
easat-2930	443	2	:	:	PUNCT
easat-2930	443	3	contributed	contribute	VERB
easat-2930	443	4	packages	package	NOUN
easat-2930	443	5	.	.	PUNCT
easat-2930	444	1	https://doi.org/10.32614/cran.package.ceemdanml	https://doi.org/10.32614/cran.package.ceemdanml	PUNCT
easat-2930	445	1	[	[	X
easat-2930	445	2	36	36	NUM
easat-2930	445	3	]	]	X
easat-2930	445	4	ghanbari	ghanbari	NOUN
easat-2930	445	5	,	,	PUNCT
easat-2930	445	6	a.	a.	PROPN
easat-2930	445	7	,	,	PUNCT
easat-2930	445	8	shirdel	shirdel	PROPN
easat-2930	445	9	,	,	PUNCT
easat-2930	445	10	g.	g.	PROPN
easat-2930	445	11	h.	h.	PROPN
easat-2930	445	12	,	,	PUNCT
easat-2930	445	13	&	&	CCONJ
easat-2930	445	14	maleki	maleki	PROPN
easat-2930	445	15	,	,	PUNCT
easat-2930	445	16	f.	f.	PROPN
easat-2930	445	17	(	(	PUNCT
easat-2930	445	18	2024	2024	NUM
easat-2930	445	19	)	)	PUNCT
easat-2930	445	20	.	.	PUNCT
easat-2930	446	1	semi	semi	ADJ
easat-2930	446	2	-	-	ADJ
easat-2930	446	3	self	self	ADV
easat-2930	446	4	-	-	PUNCT
easat-2930	446	5	supervised	supervise	VERB
easat-2930	446	6	domain	domain	NOUN
easat-2930	446	7	adaptation	adaptation	NOUN
easat-2930	446	8	:	:	PUNCT
easat-2930	446	9	developing	develop	VERB
easat-2930	446	10	deep	deep	ADJ
easat-2930	446	11	learning	learning	NOUN
easat-2930	446	12	models	model	NOUN
easat-2930	446	13	with	with	ADP
easat-2930	446	14	limited	limited	ADJ
easat-2930	446	15	annotated	annotate	VERB
easat-2930	446	16	data	datum	NOUN
easat-2930	446	17	for	for	ADP
easat-2930	446	18	wheat	wheat	NOUN
easat-2930	446	19	head	head	NOUN
easat-2930	446	20	segmentation	segmentation	NOUN
easat-2930	446	21	.	.	PUNCT
easat-2930	447	1	algorithms	algorithm	NOUN
easat-2930	447	2	,	,	PUNCT
easat-2930	447	3	17(6	17(6	NUM
easat-2930	447	4	)	)	PUNCT
easat-2930	447	5	,	,	PUNCT
easat-2930	447	6	267	267	NUM
easat-2930	447	7	.	.	PUNCT
easat-2930	448	1	https://doi.org/10.3390/a17060267	https://doi.org/10.3390/a17060267	NUM
easat-2930	448	2	[	[	X
easat-2930	448	3	37	37	NUM
easat-2930	448	4	]	]	X
easat-2930	448	5	gonaygunta	gonaygunta	NOUN
easat-2930	448	6	,	,	PUNCT
easat-2930	448	7	h.	h.	PROPN
easat-2930	448	8	(	(	PUNCT
easat-2930	448	9	2023	2023	NUM
easat-2930	448	10	)	)	PUNCT
easat-2930	448	11	.	.	PUNCT
easat-2930	449	1	machine	machine	NOUN
easat-2930	449	2	learning	learn	VERB
easat-2930	449	3	algorithms	algorithm	NOUN
easat-2930	449	4	for	for	ADP
easat-2930	449	5	detection	detection	NOUN
easat-2930	449	6	of	of	ADP
easat-2930	449	7	cyber	cyber	ADJ
easat-2930	449	8	threats	threat	NOUN
easat-2930	449	9	using	use	VERB
easat-2930	449	10	logistic	logistic	ADJ
easat-2930	449	11	regression	regression	NOUN
easat-2930	449	12	.	.	PUNCT
easat-2930	450	1	international	international	ADJ
easat-2930	450	2	journal	journal	NOUN
easat-2930	450	3	of	of	ADP
easat-2930	450	4	smart	smart	ADJ
easat-2930	450	5	sensor	sensor	NOUN
easat-2930	450	6	and	and	CCONJ
easat-2930	450	7	adhoc	adhoc	PROPN
easat-2930	450	8	network	network	NOUN
easat-2930	450	9	,	,	PUNCT
easat-2930	450	10	36	36	NUM
easat-2930	450	11	-	-	SYM
easat-2930	450	12	42	42	NUM
easat-2930	450	13	.	.	PUNCT
easat-2930	451	1	https://doi.org/10.47893/ijssan.2023.1229	https://doi.org/10.47893/ijssan.2023.1229	PUNCT
easat-2930	452	1	[	[	X
easat-2930	452	2	38	38	NUM
easat-2930	452	3	]	]	X
easat-2930	452	4	gupta	gupta	PROPN
easat-2930	452	5	,	,	PUNCT
easat-2930	452	6	a.	a.	NOUN
easat-2930	452	7	,	,	PUNCT
easat-2930	452	8	singh	singh	PROPN
easat-2930	452	9	,	,	PUNCT
easat-2930	452	10	b.	b.	PROPN
easat-2930	452	11	,	,	PUNCT
easat-2930	452	12	&	&	CCONJ
easat-2930	452	13	chaudhary	chaudhary	PROPN
easat-2930	452	14	,	,	PUNCT
easat-2930	452	15	n.	n.	PROPN
easat-2930	452	16	(	(	PUNCT
easat-2930	452	17	2023	2023	NUM
easat-2930	452	18	)	)	PUNCT
easat-2930	452	19	.	.	PUNCT
easat-2930	453	1	assessing	assess	VERB
easat-2930	453	2	intrusion	intrusion	NOUN
easat-2930	453	3	detection	detection	NOUN
easat-2930	453	4	process	process	NOUN
easat-2930	453	5	using	use	VERB
easat-2930	453	6	ml	ml	NOUN
easat-2930	453	7	techniques	technique	NOUN
easat-2930	453	8	:	:	PUNCT
easat-2930	453	9	issues	issue	NOUN
easat-2930	453	10	,	,	PUNCT
easat-2930	453	11	options	option	NOUN
easat-2930	453	12	,	,	PUNCT
easat-2930	453	13	and	and	CCONJ
easat-2930	453	14	potential	potential	ADJ
easat-2930	453	15	future	future	ADJ
easat-2930	453	16	directions	direction	NOUN
easat-2930	453	17	.	.	PUNCT
easat-2930	454	1	2023	2023	NUM
easat-2930	454	2	3rd	3rd	ADJ
easat-2930	454	3	international	international	ADJ
easat-2930	454	4	conference	conference	NOUN
easat-2930	454	5	on	on	ADP
easat-2930	454	6	innovative	innovative	ADJ
easat-2930	454	7	sustainable	sustainable	ADJ
easat-2930	454	8	computational	computational	ADJ
easat-2930	454	9	technologies	technology	NOUN
easat-2930	454	10	(	(	PUNCT
easat-2930	454	11	cisct	cisct	PROPN
easat-2930	454	12	)	)	PUNCT
easat-2930	454	13	,	,	PUNCT
easat-2930	454	14	44	44	NUM
easat-2930	454	15	,	,	PUNCT
easat-2930	454	16	1	1	NUM
easat-2930	454	17	-	-	SYM
easat-2930	454	18	6	6	NUM
easat-2930	454	19	.	.	PUNCT
easat-2930	455	1	[	[	X
easat-2930	455	2	39	39	NUM
easat-2930	455	3	]	]	PUNCT
easat-2930	455	4	haddaway	haddaway	PROPN
easat-2930	455	5	,	,	PUNCT
easat-2930	455	6	n.	n.	NOUN
easat-2930	455	7	(	(	PUNCT
easat-2930	455	8	2022	2022	NUM
easat-2930	455	9	)	)	PUNCT
easat-2930	455	10	.	.	PUNCT
easat-2930	456	1	citationchaser	citationchaser	NOUN
easat-2930	456	2	:	:	PUNCT
easat-2930	456	3	perform	perform	VERB
easat-2930	456	4	forward	forward	ADV
easat-2930	456	5	and	and	CCONJ
easat-2930	456	6	backwards	backwards	ADV
easat-2930	456	7	chasing	chase	VERB
easat-2930	456	8	in	in	ADP
easat-2930	456	9	evidence	evidence	NOUN
easat-2930	456	10	syntheses	synthesis	NOUN
easat-2930	456	11	.	.	PUNCT
easat-2930	457	1	cran	cran	PROPN
easat-2930	457	2	:	:	PUNCT
easat-2930	457	3	contributed	contribute	VERB
easat-2930	457	4	packages	package	NOUN
easat-2930	457	5	.	.	PUNCT
easat-2930	458	1	https://doi.org/10.32614/cran.package.citationchaser	https://doi.org/10.32614/cran.package.citationchaser	X
easat-2930	459	1	[	[	X
easat-2930	459	2	40	40	NUM
easat-2930	459	3	]	]	X
easat-2930	459	4	hocking	hocking	NOUN
easat-2930	459	5	,	,	PUNCT
easat-2930	459	6	t.	t.	PROPN
easat-2930	459	7	(	(	PUNCT
easat-2930	459	8	2023	2023	NUM
easat-2930	459	9	)	)	PUNCT
easat-2930	459	10	.	.	PUNCT
easat-2930	460	1	mlr3resampling	mlr3resample	VERB
easat-2930	460	2	:	:	PUNCT
easat-2930	460	3	resampling	resample	VERB
easat-2930	460	4	algorithms	algorithm	NOUN
easat-2930	460	5	for	for	ADP
easat-2930	460	6	'	'	PUNCT
easat-2930	460	7	mlr3	mlr3	PROPN
easat-2930	460	8	'	'	PART
easat-2930	460	9	framework	framework	NOUN
easat-2930	460	10	.	.	PUNCT
easat-2930	461	1	cran	cran	PROPN
easat-2930	461	2	:	:	PUNCT
easat-2930	461	3	contributed	contribute	VERB
easat-2930	461	4	packages	package	NOUN
easat-2930	461	5	.	.	PUNCT
easat-2930	462	1	https://doi.org/10.32614/cran.package.mlr3resampling	https://doi.org/10.32614/cran.package.mlr3resample	VERB
easat-2930	462	2	[	[	X
easat-2930	462	3	41	41	NUM
easat-2930	462	4	]	]	X
easat-2930	462	5	hooda	hooda	PROPN
easat-2930	462	6	,	,	PUNCT
easat-2930	462	7	a.	a.	NOUN
easat-2930	462	8	(	(	PUNCT
easat-2930	462	9	2024	2024	NUM
easat-2930	462	10	)	)	PUNCT
easat-2930	462	11	.	.	PUNCT
easat-2930	463	1	adaptive	adaptive	ADJ
easat-2930	463	2	real	real	ADJ
easat-2930	463	3	-	-	PUNCT
easat-2930	463	4	time	time	NOUN
easat-2930	463	5	big	big	ADJ
easat-2930	463	6	data	datum	NOUN
easat-2930	463	7	processing	processing	NOUN
easat-2930	463	8	framework	framework	NOUN
easat-2930	463	9	:	:	PUNCT
easat-2930	463	10	a	a	DET
easat-2930	463	11	machine	machine	NOUN
easat-2930	463	12	learning	learning	NOUN
easat-2930	463	13	and	and	CCONJ
easat-2930	463	14	reinforcement	reinforcement	NOUN
easat-2930	463	15	learning	learning	NOUN
easat-2930	463	16	approach	approach	NOUN
easat-2930	463	17	using	use	VERB
easat-2930	463	18	random	random	ADJ
easat-2930	463	19	forest	forest	NOUN
easat-2930	463	20	and	and	CCONJ
easat-2930	463	21	q	q	NOUN
easat-2930	463	22	-	-	PUNCT
easat-2930	463	23	learning	learning	NOUN
easat-2930	463	24	for	for	ADP
easat-2930	463	25	dynamic	dynamic	ADJ
easat-2930	463	26	resource	resource	NOUN
easat-2930	463	27	management	management	NOUN
easat-2930	463	28	.	.	PUNCT
easat-2930	464	1	https://doi.org/10.21203/rs.3.rs4962286/v1	https://doi.org/10.21203/rs.3.rs4962286/v1	PUNCT
easat-2930	464	2	[	[	X
easat-2930	464	3	42	42	NUM
easat-2930	464	4	]	]	X
easat-2930	464	5	hossain	hossain	PROPN
easat-2930	464	6	,	,	PUNCT
easat-2930	464	7	r.	r.	PROPN
easat-2930	464	8	,	,	PUNCT
easat-2930	464	9	alamin	alamin	PROPN
easat-2930	464	10	,	,	PUNCT
easat-2930	464	11	a.-a	a.-a	PROPN
easat-2930	464	12	.	.	PUNCT
easat-2930	464	13	,	,	PUNCT
easat-2930	464	14	mani	mani	PROPN
easat-2930	464	15	,	,	PUNCT
easat-2930	464	16	l.	l.	PROPN
easat-2930	464	17	,	,	PUNCT
easat-2930	464	18	islam	islam	PROPN
easat-2930	464	19	,	,	PUNCT
easat-2930	464	20	m.	m.	NOUN
easat-2930	464	21	m.	m.	NOUN
easat-2930	464	22	,	,	PUNCT
easat-2930	464	23	poli	poli	PROPN
easat-2930	464	24	,	,	PUNCT
easat-2930	464	25	t.	t.	PROPN
easat-2930	464	26	a.	a.	PROPN
easat-2930	464	27	,	,	PUNCT
easat-2930	464	28	&	&	CCONJ
easat-2930	464	29	milon	milon	PROPN
easat-2930	464	30	,	,	PUNCT
easat-2930	464	31	m.	m.	NOUN
easat-2930	464	32	n.	n.	PROPN
easat-2930	464	33	u.	u.	PROPN
easat-2930	464	34	(	(	PUNCT
easat-2930	464	35	2024	2024	NUM
easat-2930	464	36	)	)	PUNCT
easat-2930	464	37	.	.	PUNCT
easat-2930	465	1	exploring	explore	VERB
easat-2930	465	2	the	the	DET
easat-2930	465	3	effectiveness	effectiveness	NOUN
easat-2930	465	4	of	of	ADP
easat-2930	465	5	social	social	ADJ
easat-2930	465	6	media	medium	NOUN
easat-2930	465	7	on	on	ADP
easat-2930	465	8	tourism	tourism	NOUN
easat-2930	465	9	destination	destination	NOUN
easat-2930	465	10	marketing	marketing	NOUN
easat-2930	465	11	:	:	PUNCT
easat-2930	465	12	an	an	DET
easat-2930	465	13	empirical	empirical	ADJ
easat-2930	465	14	study	study	NOUN
easat-2930	465	15	in	in	ADP
easat-2930	465	16	a	a	DET
easat-2930	465	17	developing	develop	VERB
easat-2930	465	18	country	country	NOUN
easat-2930	465	19	.	.	PUNCT
easat-2930	466	1	wseas	wseas	VERB
easat-2930	466	2	transactions	transaction	NOUN
easat-2930	466	3	on	on	ADP
easat-2930	466	4	business	business	NOUN
easat-2930	466	5	and	and	CCONJ
easat-2930	466	6	economics	economic	NOUN
easat-2930	466	7	,	,	PUNCT
easat-2930	466	8	21,1392–1408	21,1392–1408	PROPN
easat-2930	466	9	.	.	PUNCT
easat-2930	466	10	https://doi.org/10.37394/23207.2024.21.114	https://doi.org/10.37394/23207.2024.21.114	NOUN
easat-2930	467	1	[	[	X
easat-2930	467	2	43	43	NUM
easat-2930	467	3	]	]	X
easat-2930	467	4	hossain	hossain	PROPN
easat-2930	467	5	,	,	PUNCT
easat-2930	467	6	r.	r.	PROPN
easat-2930	467	7	,	,	PUNCT
easat-2930	467	8	ghose	ghose	PROPN
easat-2930	467	9	,	,	PUNCT
easat-2930	467	10	p.	p.	NOUN
easat-2930	467	11	,	,	PUNCT
easat-2930	467	12	chowdhury	chowdhury	PROPN
easat-2930	467	13	,	,	PUNCT
easat-2930	467	14	t.	t.	NOUN
easat-2930	467	15	m.	m.	NOUN
easat-2930	467	16	,	,	PUNCT
easat-2930	467	17	hossen	hossen	NOUN
easat-2930	467	18	,	,	PUNCT
easat-2930	467	19	m.	m.	NOUN
easat-2930	467	20	d.	d.	PROPN
easat-2930	467	21	,	,	PUNCT
easat-2930	467	22	hasan	hasan	PROPN
easat-2930	467	23	,	,	PUNCT
easat-2930	467	24	m.	m.	NOUN
easat-2930	467	25	n.	n.	PROPN
easat-2930	467	26	,	,	PUNCT
easat-2930	467	27	&	&	CCONJ
easat-2930	467	28	mani	mani	PROPN
easat-2930	467	29	,	,	PUNCT
easat-2930	467	30	l.	l.	PROPN
easat-2930	467	31	(	(	PUNCT
easat-2930	467	32	2024	2024	NUM
easat-2930	467	33	)	)	PUNCT
easat-2930	467	34	.	.	PUNCT
easat-2930	468	1	ownership	ownership	NOUN
easat-2930	468	2	structures	structure	NOUN
easat-2930	468	3	and	and	CCONJ
easat-2930	468	4	firm	firm	ADJ
easat-2930	468	5	performance	performance	NOUN
easat-2930	468	6	:	:	PUNCT
easat-2930	468	7	a	a	DET
easat-2930	468	8	correlation	correlation	NOUN
easat-2930	468	9	and	and	CCONJ
easat-2930	468	10	regression	regression	VERB
easat-2930	468	11	analysis	analysis	NOUN
easat-2930	468	12	of	of	ADP
easat-2930	468	13	financial	financial	ADJ
easat-2930	468	14	institutions	institution	NOUN
easat-2930	468	15	in	in	ADP
easat-2930	468	16	bangladesh	bangladesh	PROPN
easat-2930	468	17	.	.	PUNCT
easat-2930	469	1	pak	pak	PROPN
easat-2930	469	2	.	.	PUNCT
easat-2930	470	1	j.	j.	PROPN
easat-2930	470	2	life	life	PROPN
easat-2930	470	3	soc	soc	PROPN
easat-2930	470	4	.	.	PUNCT
easat-2930	471	1	sci	sci	PROPN
easat-2930	471	2	.	.	PUNCT
easat-2930	472	1	22(2	22(2	NUM
easat-2930	472	2	):	):	PUNCT
easat-2930	472	3	6278	6278	NUM
easat-2930	472	4	-	-	SYM
easat-2930	472	5	6295	6295	NUM
easat-2930	472	6	.	.	PUNCT
easat-2930	472	7	https://doi.org/10.57239/pjlss-2024-22.2.00473	https://doi.org/10.57239/pjlss-2024-22.2.00473	PUNCT
easat-2930	473	1	[	[	X
easat-2930	473	2	44	44	NUM
easat-2930	473	3	]	]	SYM
easat-2930	473	4	hossen	hossen	NOUN
easat-2930	473	5	,	,	PUNCT
easat-2930	473	6	m.	m.	NOUN
easat-2930	473	7	d.	d.	PROPN
easat-2930	473	8	,	,	PUNCT
easat-2930	473	9	abedin	abedin	PROPN
easat-2930	473	10	,	,	PUNCT
easat-2930	473	11	m.	m.	NOUN
easat-2930	473	12	z.	z.	PROPN
easat-2930	473	13	,	,	PUNCT
easat-2930	473	14	chowdhury	chowdhury	PROPN
easat-2930	473	15	,	,	PUNCT
easat-2930	473	16	t.	t.	NOUN
easat-2930	473	17	m.	m.	NOUN
easat-2930	473	18	,	,	PUNCT
easat-2930	473	19	islam	islam	PROPN
easat-2930	473	20	,	,	PUNCT
easat-2930	473	21	z.	z.	PROPN
easat-2930	473	22	,	,	PUNCT
easat-2930	473	23	&	&	CCONJ
easat-2930	473	24	kabir	kabir	PROPN
easat-2930	473	25	,	,	PUNCT
easat-2930	473	26	m.	m.	PROPN
easat-2930	473	27	r.	r.	PROPN
easat-2930	473	28	(	(	PUNCT
easat-2930	473	29	2025	2025	NUM
easat-2930	473	30	)	)	PUNCT
easat-2930	473	31	.	.	PUNCT
easat-2930	474	1	unveiling	unveil	VERB
easat-2930	474	2	the	the	DET
easat-2930	474	3	impact	impact	NOUN
easat-2930	474	4	of	of	ADP
easat-2930	474	5	egovernance	egovernance	NOUN
easat-2930	474	6	on	on	ADP
easat-2930	474	7	the	the	DET
easat-2930	474	8	transformation	transformation	NOUN
easat-2930	474	9	from	from	ADP
easat-2930	474	10	digital	digital	PROPN
easat-2930	474	11	to	to	ADP
easat-2930	474	12	smart	smart	ADJ
easat-2930	474	13	bangladesh	bangladesh	NOUN
easat-2930	474	14	.	.	PUNCT
easat-2930	475	1	pakistan	pakistan	PROPN
easat-2930	475	2	journal	journal	PROPN
easat-2930	475	3	of	of	ADP
easat-2930	475	4	life	life	PROPN
easat-2930	475	5	&	&	CCONJ
easat-2930	475	6	social	social	ADJ
easat-2930	475	7	sciences	sciences	PROPN
easat-2930	475	8	,	,	PUNCT
easat-2930	475	9	23(1	23(1	NUM
easat-2930	475	10	)	)	PUNCT
easat-2930	475	11	.	.	PUNCT
easat-2930	476	1	https://doi.org/10.57239/pjlss-2025-23.1.009	https://doi.org/10.57239/pjlss-2025-23.1.009	NOUN
easat-2930	476	2	[	[	PUNCT
easat-2930	476	3	45	45	NUM
easat-2930	476	4	]	]	X
easat-2930	476	5	islam	islam	PROPN
easat-2930	476	6	,	,	PUNCT
easat-2930	476	7	m.	m.	NOUN
easat-2930	476	8	a.	a.	PROPN
easat-2930	476	9	,	,	PUNCT
easat-2930	476	10	&	&	CCONJ
easat-2930	476	11	bhuiyan	bhuiyan	PROPN
easat-2930	476	12	,	,	PUNCT
easat-2930	476	13	m.	m.	PROPN
easat-2930	476	14	r.	r.	PROPN
easat-2930	476	15	i.	i.	PROPN
easat-2930	476	16	(	(	PUNCT
easat-2930	476	17	2022	2022	NUM
easat-2930	476	18	)	)	PUNCT
easat-2930	476	19	.	.	PUNCT
easat-2930	477	1	digital	digital	ADJ
easat-2930	477	2	transformation	transformation	NOUN
easat-2930	477	3	and	and	CCONJ
easat-2930	477	4	society	society	NOUN
easat-2930	477	5	.	.	PUNCT
easat-2930	478	1	available	available	ADJ
easat-2930	478	2	at	at	ADP
easat-2930	478	3	ssrn	ssrn	PROPN
easat-2930	478	4	:	:	PUNCT
easat-2930	479	1	https://ssrn.com/abstract=4604376	https://ssrn.com/abstract=4604376	PRON
easat-2930	479	2	or	or	CCONJ
easat-2930	479	3	http://dx.doi.org/10.2139/ssrn.4604376	http://dx.doi.org/10.2139/ssrn.4604376	VERB
easat-2930	480	1	[	[	X
easat-2930	480	2	46	46	NUM
easat-2930	480	3	]	]	X
easat-2930	480	4	islam	islam	PROPN
easat-2930	480	5	,	,	PUNCT
easat-2930	480	6	z.	z.	PROPN
easat-2930	480	7	,	,	PUNCT
easat-2930	480	8	bhuiyan	bhuiyan	PROPN
easat-2930	480	9	,	,	PUNCT
easat-2930	480	10	m.	m.	PROPN
easat-2930	480	11	r.	r.	PROPN
easat-2930	480	12	i.	i.	PROPN
easat-2930	480	13	,	,	PUNCT
easat-2930	480	14	poli	poli	PROPN
easat-2930	480	15	,	,	PUNCT
easat-2930	480	16	t.	t.	PROPN
easat-2930	480	17	a.	a.	PROPN
easat-2930	480	18	,	,	PUNCT
easat-2930	480	19	hossain	hossain	PROPN
easat-2930	480	20	,	,	PUNCT
easat-2930	480	21	r.	r.	PROPN
easat-2930	480	22	,	,	PUNCT
easat-2930	480	23	&	&	CCONJ
easat-2930	480	24	mani	mani	PROPN
easat-2930	480	25	,	,	PUNCT
easat-2930	480	26	l.	l.	PROPN
easat-2930	480	27	(	(	PUNCT
easat-2930	480	28	2024	2024	NUM
easat-2930	480	29	)	)	PUNCT
easat-2930	480	30	.	.	PUNCT
easat-2930	481	1	gravitating	gravitate	VERB
easat-2930	481	2	towards	towards	ADP
easat-2930	481	3	internet	internet	NOUN
easat-2930	481	4	of	of	ADP
easat-2930	481	5	things	thing	NOUN
easat-2930	481	6	:	:	PUNCT
easat-2930	481	7	prospective	prospective	ADJ
easat-2930	481	8	applications	application	NOUN
easat-2930	481	9	,	,	PUNCT
easat-2930	481	10	challenges	challenge	NOUN
easat-2930	481	11	,	,	PUNCT
easat-2930	481	12	and	and	CCONJ
easat-2930	481	13	solutions	solution	NOUN
easat-2930	481	14	of	of	ADP
easat-2930	481	15	using	use	VERB
easat-2930	481	16	iot	iot	NOUN
easat-2930	481	17	.	.	PUNCT
easat-2930	482	1	international	international	ADJ
easat-2930	482	2	journal	journal	PROPN
easat-2930	482	3	of	of	ADP
easat-2930	482	4	religion	religion	NOUN
easat-2930	482	5	,	,	PUNCT
easat-2930	482	6	5(2	5(2	NUM
easat-2930	482	7	)	)	PUNCT
easat-2930	482	8	,	,	PUNCT
easat-2930	482	9	436	436	NUM
easat-2930	482	10	-	-	SYM
easat-2930	482	11	451	451	NUM
easat-2930	482	12	.	.	PUNCT
easat-2930	483	1	https://doi.org/10.61707/awg31130	https://doi.org/10.61707/awg31130	NOUN
easat-2930	484	1	[	[	X
easat-2930	484	2	47	47	NUM
easat-2930	484	3	]	]	PUNCT
easat-2930	484	4	jain	jain	PROPN
easat-2930	484	5	,	,	PUNCT
easat-2930	484	6	a.	a.	NOUN
easat-2930	484	7	(	(	PUNCT
easat-2930	484	8	2022	2022	NUM
easat-2930	484	9	)	)	PUNCT
easat-2930	484	10	.	.	PUNCT
easat-2930	485	1	real	real	ADJ
easat-2930	485	2	-	-	PUNCT
easat-2930	485	3	time	time	NOUN
easat-2930	485	4	and	and	CCONJ
easat-2930	485	5	context	context	NOUN
easat-2930	485	6	-	-	PUNCT
easat-2930	485	7	based	base	VERB
easat-2930	485	8	approach	approach	NOUN
easat-2930	485	9	to	to	PART
easat-2930	485	10	provide	provide	VERB
easat-2930	485	11	users	user	NOUN
easat-2930	485	12	with	with	ADP
easat-2930	485	13	recommendations	recommendation	NOUN
easat-2930	485	14	for	for	ADP
easat-2930	485	15	scaling	scaling	NOUN
easat-2930	485	16	of	of	ADP
easat-2930	485	17	cloud	cloud	ADJ
easat-2930	485	18	resources	resource	NOUN
easat-2930	485	19	using	use	VERB
easat-2930	485	20	machine	machine	NOUN
easat-2930	485	21	learning	learning	NOUN
easat-2930	485	22	and	and	CCONJ
easat-2930	485	23	recommendation	recommendation	NOUN
easat-2930	485	24	systems	system	NOUN
easat-2930	485	25	.	.	PUNCT
easat-2930	486	1	lecture	lecture	NOUN
easat-2930	486	2	notes	note	NOUN
easat-2930	486	3	on	on	ADP
easat-2930	486	4	data	datum	NOUN
easat-2930	486	5	engineering	engineering	NOUN
easat-2930	486	6	and	and	CCONJ
easat-2930	486	7	communications	communication	NOUN
easat-2930	486	8	technologies	technology	NOUN
easat-2930	486	9	,	,	PUNCT
easat-2930	486	10	355	355	NUM
easat-2930	486	11	-	-	SYM
easat-2930	486	12	362	362	NUM
easat-2930	486	13	.	.	PUNCT
easat-2930	487	1	https://doi.org/10.1007/978-981-19-2347-0_27	https://doi.org/10.1007/978-981-19-2347-0_27	X
easat-2930	488	1	[	[	X
easat-2930	488	2	48	48	NUM
easat-2930	488	3	]	]	X
easat-2930	488	4	jaiswal	jaiswal	PROPN
easat-2930	488	5	,	,	PUNCT
easat-2930	488	6	r.	r.	PROPN
easat-2930	488	7	,	,	PUNCT
easat-2930	488	8	&	&	CCONJ
easat-2930	488	9	n	n	CCONJ
easat-2930	488	10	,	,	PUNCT
easat-2930	488	11	g.	g.	PROPN
easat-2930	488	12	(	(	PUNCT
easat-2930	488	13	2024	2024	NUM
easat-2930	488	14	)	)	PUNCT
easat-2930	488	15	.	.	PUNCT
easat-2930	489	1	undefined	undefined	ADJ
easat-2930	489	2	.	.	PUNCT
easat-2930	490	1	international	international	ADJ
easat-2930	490	2	journal	journal	PROPN
easat-2930	490	3	of	of	ADP
easat-2930	490	4	research	research	NOUN
easat-2930	490	5	publication	publication	NOUN
easat-2930	490	6	and	and	CCONJ
easat-2930	490	7	reviews	review	NOUN
easat-2930	490	8	,	,	PUNCT
easat-2930	490	9	5(3	5(3	NUM
easat-2930	490	10	)	)	PUNCT
easat-2930	490	11	,	,	PUNCT
easat-2930	490	12	928	928	NUM
easat-2930	490	13	-	-	SYM
easat-2930	490	14	931	931	NUM
easat-2930	490	15	.	.	PUNCT
easat-2930	491	1	https://doi.org/10.55248/gengpi.5.0324.0635	https://doi.org/10.55248/gengpi.5.0324.0635	PROPN
easat-2930	492	1	[	[	X
easat-2930	492	2	49	49	NUM
easat-2930	492	3	]	]	X
easat-2930	492	4	jo	jo	PROPN
easat-2930	492	5	,	,	PUNCT
easat-2930	492	6	t.	t.	PROPN
easat-2930	492	7	(	(	PUNCT
easat-2930	492	8	2020	2020	NUM
easat-2930	492	9	)	)	PUNCT
easat-2930	492	10	.	.	PUNCT
easat-2930	493	1	simple	simple	ADJ
easat-2930	493	2	machine	machine	NOUN
easat-2930	493	3	learning	learn	VERB
easat-2930	493	4	algorithms	algorithm	NOUN
easat-2930	493	5	.	.	PUNCT
easat-2930	494	1	machine	machine	NOUN
easat-2930	494	2	learning	learn	VERB
easat-2930	494	3	foundations	foundation	NOUN
easat-2930	494	4	,	,	PUNCT
easat-2930	494	5	69	69	NUM
easat-2930	494	6	-	-	SYM
easat-2930	494	7	90	90	NUM
easat-2930	494	8	.	.	PUNCT
easat-2930	495	1	https://doi.org/10.1007/9783-030-65900-4_4	https://doi.org/10.1007/9783-030-65900-4_4	PUNCT
easat-2930	496	1	[	[	X
easat-2930	496	2	50	50	NUM
easat-2930	496	3	]	]	X
easat-2930	496	4	joshi	joshi	PROPN
easat-2930	496	5	,	,	PUNCT
easat-2930	496	6	s.	s.	PROPN
easat-2930	496	7	,	,	PUNCT
easat-2930	496	8	&	&	CCONJ
easat-2930	496	9	oza	oza	PROPN
easat-2930	496	10	,	,	PUNCT
easat-2930	496	11	n.	n.	PROPN
easat-2930	496	12	(	(	PUNCT
easat-2930	496	13	2024	2024	NUM
easat-2930	496	14	)	)	PUNCT
easat-2930	496	15	.	.	PUNCT
easat-2930	497	1	enhanced	enhance	VERB
easat-2930	497	2	network	network	NOUN
easat-2930	497	3	security	security	NOUN
easat-2930	497	4	against	against	ADP
easat-2930	497	5	sql	sql	NOUN
easat-2930	497	6	injection	injection	NOUN
easat-2930	497	7	attack	attack	NOUN
easat-2930	497	8	using	use	VERB
easat-2930	497	9	machine	machine	NOUN
easat-2930	497	10	learning	learning	NOUN
easat-2930	497	11	.	.	PUNCT
easat-2930	498	1	https://doi.org/10.21203/rs.3.rs-4362691/v1	https://doi.org/10.21203/rs.3.rs-4362691/v1	X
easat-2930	499	1	[	[	X
easat-2930	499	2	51	51	NUM
easat-2930	499	3	]	]	X
easat-2930	499	4	kaigorodtsev	kaigorodtsev	PROPN
easat-2930	499	5	,	,	PUNCT
easat-2930	499	6	a.	a.	NOUN
easat-2930	499	7	a.	a.	PROPN
easat-2930	499	8	,	,	PUNCT
easat-2930	499	9	&	&	CCONJ
easat-2930	499	10	kaigorodtseva	kaigorodtseva	PROPN
easat-2930	499	11	,	,	PUNCT
easat-2930	499	12	t.	t.	PROPN
easat-2930	499	13	f.	f.	PROPN
easat-2930	499	14	(	(	PUNCT
easat-2930	499	15	2020	2020	NUM
easat-2930	499	16	)	)	PUNCT
easat-2930	499	17	.	.	PUNCT
easat-2930	500	1	problems	problem	NOUN
easat-2930	500	2	of	of	ADP
easat-2930	500	3	ensuring	ensure	VERB
easat-2930	500	4	information	information	NOUN
easat-2930	500	5	security	security	NOUN
easat-2930	500	6	in	in	ADP
easat-2930	500	7	russia	russia	PROPN
easat-2930	500	8	in	in	ADP
easat-2930	500	9	the	the	DET
easat-2930	500	10	conditions	condition	NOUN
easat-2930	500	11	of	of	ADP
easat-2930	500	12	digitalization	digitalization	NOUN
easat-2930	500	13	.	.	PUNCT
easat-2930	501	1	society	society	NOUN
easat-2930	501	2	and	and	CCONJ
easat-2930	501	3	security	security	NOUN
easat-2930	501	4	insights	insight	NOUN
easat-2930	501	5	,	,	PUNCT
easat-2930	501	6	3(3	3(3	NUM
easat-2930	501	7	)	)	PUNCT
easat-2930	501	8	,	,	PUNCT
easat-2930	501	9	79	79	NUM
easat-2930	501	10	-	-	SYM
easat-2930	501	11	89	89	NUM
easat-2930	501	12	.	.	PUNCT
easat-2930	502	1	https://doi.org/10.14258/ssi(2020)3-06	https://doi.org/10.14258/ssi(2020)3-06	VERB
easat-2930	502	2	[	[	X
easat-2930	502	3	52	52	NUM
easat-2930	502	4	]	]	SYM
easat-2930	502	5	kale	kale	NOUN
easat-2930	502	6	,	,	PUNCT
easat-2930	502	7	k.	k.	PROPN
easat-2930	502	8	d.	d.	PROPN
easat-2930	502	9	,	,	PUNCT
easat-2930	502	10	more	more	ADJ
easat-2930	502	11	,	,	PUNCT
easat-2930	502	12	p.	p.	NOUN
easat-2930	502	13	,	,	PUNCT
easat-2930	502	14	&	&	CCONJ
easat-2930	502	15	singh	singh	PROPN
easat-2930	502	16	,	,	PUNCT
easat-2930	502	17	p.	p.	NOUN
easat-2930	502	18	(	(	PUNCT
easat-2930	502	19	2024	2024	NUM
easat-2930	502	20	)	)	PUNCT
easat-2930	502	21	.	.	PUNCT
easat-2930	503	1	exploratory	exploratory	ADJ
easat-2930	503	2	data	datum	NOUN
easat-2930	503	3	analysis	analysis	NOUN
easat-2930	503	4	of	of	ADP
easat-2930	503	5	the	the	DET
easat-2930	503	6	monkeypox	monkeypox	PROPN
easat-2930	503	7	virus	virus	NOUN
easat-2930	503	8	using	use	VERB
easat-2930	503	9	machine	machine	NOUN
easat-2930	503	10	learning	learning	NOUN
easat-2930	503	11	.	.	PUNCT
easat-2930	504	1	the	the	DET
easat-2930	504	2	3rd	3rd	ADJ
easat-2930	504	3	international	international	ADJ
easat-2930	504	4	electronic	electronic	ADJ
easat-2930	504	5	conference	conference	NOUN
easat-2930	504	6	on	on	ADP
easat-2930	504	7	processes—green	processes—green	ADJ
easat-2930	504	8	and	and	CCONJ
easat-2930	504	9	sustainable	sustainable	ADJ
easat-2930	504	10	process	process	NOUN
easat-2930	504	11	engineering	engineering	NOUN
easat-2930	504	12	and	and	CCONJ
easat-2930	504	13	process	process	NOUN
easat-2930	504	14	systems	system	NOUN
easat-2930	504	15	engineering	engineering	NOUN
easat-2930	504	16	,	,	PUNCT
easat-2930	504	17	118	118	NUM
easat-2930	504	18	.	.	PUNCT
easat-2930	505	1	https://doi.org/10.3390/proceedings2024105118	https://doi.org/10.3390/proceedings2024105118	VERB
easat-2930	505	2	[	[	X
easat-2930	505	3	53	53	NUM
easat-2930	505	4	]	]	X
easat-2930	505	5	kilpatrick	kilpatrick	PROPN
easat-2930	505	6	,	,	PUNCT
easat-2930	505	7	s.	s.	PROPN
easat-2930	505	8	e.	e.	PROPN
easat-2930	505	9	(	(	PUNCT
easat-2930	505	10	2024	2024	NUM
easat-2930	505	11	)	)	PUNCT
easat-2930	505	12	.	.	PUNCT
easat-2930	506	1	atypical	atypical	ADJ
easat-2930	506	2	lipomatous	lipomatous	ADJ
easat-2930	506	3	tumor	tumor	NOUN
easat-2930	506	4	/	/	SYM
easat-2930	506	5	well	well	ADV
easat-2930	506	6	differentiated	differentiate	VERB
easat-2930	506	7	liposarcoma	liposarcoma	ADJ
easat-2930	506	8	and	and	CCONJ
easat-2930	506	9	related	related	ADJ
easat-2930	506	10	mimics	mimic	NOUN
easat-2930	506	11	with	with	ADP
easat-2930	506	12	updates	update	NOUN
easat-2930	506	13	.	.	PUNCT
easat-2930	507	1	when	when	SCONJ
easat-2930	507	2	is	be	AUX
easat-2930	507	3	molecular	molecular	ADJ
easat-2930	507	4	testing	test	VERB
easat-2930	507	5	most	most	ADJ
easat-2930	507	6	cost	cost	NOUN
easat-2930	507	7	-	-	PUNCT
easat-2930	507	8	effective	effective	ADJ
easat-2930	507	9	,	,	PUNCT
easat-2930	507	10	necessary	necessary	ADJ
easat-2930	507	11	,	,	PUNCT
easat-2930	507	12	and	and	CCONJ
easat-2930	507	13	indicated	indicate	VERB
easat-2930	507	14	?	?	PUNCT
easat-2930	508	1	human	human	ADJ
easat-2930	508	2	pathology	pathology	NOUN
easat-2930	508	3	,	,	PUNCT
easat-2930	508	4	147	147	NUM
easat-2930	508	5	,	,	PUNCT
easat-2930	508	6	82	82	NUM
easat-2930	508	7	-	-	SYM
easat-2930	508	8	91	91	NUM
easat-2930	508	9	.	.	PUNCT
easat-2930	509	1	https://doi.org/10.56781/ijsrms.2024.4.2.0030	https://doi.org/10.56781/ijsrms.2024.4.2.0030	PROPN
easat-2930	509	2	https://doi.org/10.4018/978-1-6684-8785-3.ch008	https://doi.org/10.4018/978-1-6684-8785-3.ch008	NOUN
easat-2930	509	3	https://doi.org/10.61707/7rfyma13	https://doi.org/10.61707/7rfyma13	VERB
easat-2930	509	4	https://doi.org/10.14722/ndss.2024.23216	https://doi.org/10.14722/ndss.2024.23216	PUNCT
easat-2930	509	5	https://doi.org/10.1109/acdp59959.2023.00016	https://doi.org/10.1109/acdp59959.2023.00016	PROPN
easat-2930	509	6	https://doi.org/10.32614/cran.package.ceemdanml	https://doi.org/10.32614/cran.package.ceemdanml	VERB
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easat-2930	509	34	2576	2576	NUM
easat-2930	509	35	-	-	SYM
easat-2930	509	36	8484	8484	NUM
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easat-2930	509	44	:	:	SYM
easat-2930	509	45	4291	4291	NUM
easat-2930	509	46	-	-	SYM
easat-2930	509	47	4307	4307	NUM
easat-2930	509	48	,	,	PUNCT
easat-2930	509	49	2024	2024	NUM
easat-2930	509	50	doi	doi	NOUN
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easat-2930	509	54	2024	2024	NUM
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easat-2930	509	56	the	the	DET
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easat-2930	509	65	]	]	PUNCT
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easat-2930	509	72	,	,	PUNCT
easat-2930	509	73	a.	a.	NOUN
easat-2930	509	74	(	(	PUNCT
easat-2930	509	75	2024	2024	NUM
easat-2930	509	76	)	)	PUNCT
easat-2930	509	77	.	.	PUNCT
easat-2930	510	1	undefined	undefined	ADJ
easat-2930	510	2	.	.	PUNCT
easat-2930	511	1	https://doi.org/10.21203/rs.3.rs-4478926/v1	https://doi.org/10.21203/rs.3.rs-4478926/v1	PUNCT
easat-2930	512	1	[	[	X
easat-2930	512	2	55	55	NUM
easat-2930	512	3	]	]	PUNCT
easat-2930	512	4	kosaraju	kosaraju	NOUN
easat-2930	512	5	,	,	PUNCT
easat-2930	512	6	d.	d.	PROPN
easat-2930	512	7	,	,	PUNCT
easat-2930	512	8	&	&	CCONJ
easat-2930	512	9	buddiga	buddiga	PROPN
easat-2930	512	10	,	,	PUNCT
easat-2930	512	11	p.	p.	NOUN
easat-2930	512	12	(	(	PUNCT
easat-2930	512	13	2024	2024	NUM
easat-2930	512	14	)	)	PUNCT
easat-2930	512	15	.	.	PUNCT
easat-2930	513	1	shaping	shape	VERB
easat-2930	513	2	the	the	DET
easat-2930	513	3	future	future	NOUN
easat-2930	513	4	of	of	ADP
easat-2930	513	5	ai	ai	NOUN
easat-2930	513	6	:	:	PUNCT
easat-2930	513	7	how	how	SCONJ
easat-2930	513	8	human	human	ADJ
easat-2930	513	9	guidance	guidance	NOUN
easat-2930	513	10	can	can	AUX
easat-2930	513	11	cultivate	cultivate	VERB
easat-2930	513	12	responsible	responsible	ADJ
easat-2930	513	13	llms	llm	NOUN
easat-2930	513	14	.	.	PUNCT
easat-2930	514	1	journal	journal	PROPN
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easat-2930	514	5	,	,	PUNCT
easat-2930	514	6	machine	machine	NOUN
easat-2930	514	7	learning	learning	NOUN
easat-2930	514	8	and	and	CCONJ
easat-2930	514	9	data	datum	NOUN
easat-2930	514	10	science	science	NOUN
easat-2930	514	11	,	,	PUNCT
easat-2930	514	12	2(2	2(2	NUM
easat-2930	514	13	)	)	PUNCT
easat-2930	514	14	,	,	PUNCT
easat-2930	514	15	445	445	NUM
easat-2930	514	16	-	-	SYM
easat-2930	514	17	449	449	NUM
easat-2930	514	18	.	.	PUNCT
easat-2930	515	1	https://doi.org/10.51219/jaimld/pranitha-buddiga/123	https://doi.org/10.51219/jaimld/pranitha-buddiga/123	PROPN
easat-2930	515	2	[	[	X
easat-2930	515	3	56	56	NUM
easat-2930	515	4	]	]	X
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easat-2930	515	6	,	,	PUNCT
easat-2930	515	7	i.	i.	PROPN
easat-2930	515	8	,	,	PUNCT
easat-2930	515	9	chatterjee	chatterjee	PROPN
easat-2930	515	10	,	,	PUNCT
easat-2930	515	11	i.	i.	PROPN
easat-2930	515	12	,	,	PUNCT
easat-2930	515	13	&	&	CCONJ
easat-2930	515	14	lee	lee	PROPN
easat-2930	515	15	,	,	PUNCT
easat-2930	515	16	m.	m.	NOUN
easat-2930	515	17	(	(	PUNCT
easat-2930	515	18	2023	2023	NUM
easat-2930	515	19	)	)	PUNCT
easat-2930	515	20	.	.	PUNCT
easat-2930	516	1	development	development	NOUN
easat-2930	516	2	of	of	ADP
easat-2930	516	3	ml‐based	ml‐base	VERB
easat-2930	516	4	methodologies	methodology	NOUN
easat-2930	516	5	for	for	ADP
easat-2930	516	6	adaptive	adaptive	ADJ
easat-2930	516	7	intelligent	intelligent	ADJ
easat-2930	516	8	e‐learning	e‐learne	VERB
easat-2930	516	9	systems	system	NOUN
easat-2930	516	10	and	and	CCONJ
easat-2930	516	11	time	time	NOUN
easat-2930	516	12	series	series	PROPN
easat-2930	516	13	analysis	analysis	NOUN
easat-2930	516	14	techniques	technique	NOUN
easat-2930	516	15	.	.	PUNCT
easat-2930	517	1	machine	machine	NOUN
easat-2930	517	2	learning	learn	VERB
easat-2930	517	3	applications	application	NOUN
easat-2930	517	4	,	,	PUNCT
easat-2930	517	5	11	11	NUM
easat-2930	517	6	-	-	SYM
easat-2930	517	7	30	30	NUM
easat-2930	517	8	.	.	PUNCT
easat-2930	518	1	https://doi.org/10.1002/9781394173358.ch2	https://doi.org/10.1002/9781394173358.ch2	PROPN
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easat-2930	518	3	57	57	NUM
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easat-2930	518	5	liu	liu	PROPN
easat-2930	518	6	,	,	PUNCT
easat-2930	518	7	h.	h.	PROPN
easat-2930	518	8	(	(	PUNCT
easat-2930	518	9	2023	2023	NUM
easat-2930	518	10	)	)	PUNCT
easat-2930	518	11	.	.	PUNCT
easat-2930	519	1	undefined	undefined	ADJ
easat-2930	519	2	.	.	PUNCT
easat-2930	520	1	proceedings	proceeding	NOUN
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easat-2930	520	8	data	datum	NOUN
easat-2930	520	9	analysis	analysis	NOUN
easat-2930	520	10	and	and	CCONJ
easat-2930	520	11	machine	machine	NOUN
easat-2930	520	12	learning	learning	NOUN
easat-2930	520	13	,	,	PUNCT
easat-2930	520	14	494	494	NUM
easat-2930	520	15	-	-	SYM
easat-2930	520	16	499	499	NUM
easat-2930	520	17	.	.	PUNCT
easat-2930	521	1	https://doi.org/10.5220/0012800600003885	https://doi.org/10.5220/0012800600003885	NOUN
easat-2930	522	1	[	[	X
easat-2930	522	2	58	58	NUM
easat-2930	522	3	]	]	X
easat-2930	522	4	liu	liu	PROPN
easat-2930	522	5	,	,	PUNCT
easat-2930	522	6	h.	h.	PROPN
easat-2930	522	7	,	,	PUNCT
easat-2930	522	8	qu	qu	PROPN
easat-2930	522	9	,	,	PUNCT
easat-2930	522	10	w.	w.	PROPN
easat-2930	522	11	,	,	PUNCT
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easat-2930	522	16	&	&	CCONJ
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easat-2930	522	18	,	,	PUNCT
easat-2930	522	19	n.	n.	PROPN
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easat-2930	522	22	2024	2024	NUM
easat-2930	522	23	)	)	PUNCT
easat-2930	522	24	.	.	PUNCT
easat-2930	523	1	pre	pre	VERB
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easat-2930	523	7	-	-	PUNCT
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easat-2930	523	9	learning	learning	NOUN
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easat-2930	523	11	s	s	PROPN
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easat-2930	523	13	,	,	PUNCT
easat-2930	523	14	h.	h.	PROPN
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easat-2930	523	16	&	&	CCONJ
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easat-2930	523	19	s.	s.	PROPN
easat-2930	523	20	(	(	PUNCT
easat-2930	523	21	2023	2023	NUM
easat-2930	523	22	)	)	PUNCT
easat-2930	523	23	.	.	PUNCT
easat-2930	524	1	software	software	NOUN
easat-2930	524	2	overview	overview	NOUN
easat-2930	524	3	for	for	ADP
easat-2930	524	4	on	on	ADP
easat-2930	524	5	-	-	PUNCT
easat-2930	524	6	device	device	NOUN
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easat-2930	524	8	and	and	CCONJ
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easat-2930	524	10	benchmark	benchmark	NOUN
easat-2930	524	11	in	in	ADP
easat-2930	524	12	smartphones	smartphone	NOUN
easat-2930	524	13	.	.	PUNCT
easat-2930	525	1	artificial	artificial	ADJ
easat-2930	525	2	intelligence	intelligence	NOUN
easat-2930	525	3	and	and	CCONJ
easat-2930	525	4	hardware	hardware	NOUN
easat-2930	525	5	accelerators	accelerator	NOUN
easat-2930	525	6	,	,	PUNCT
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easat-2930	526	4	liu	liu	PROPN
easat-2930	526	5	,	,	PUNCT
easat-2930	526	6	m.	m.	NOUN
easat-2930	526	7	(	(	PUNCT
easat-2930	526	8	2023	2023	NUM
easat-2930	526	9	)	)	PUNCT
easat-2930	526	10	.	.	PUNCT
easat-2930	527	1	solving	solve	VERB
easat-2930	527	2	real	real	ADJ
easat-2930	527	3	-	-	PUNCT
easat-2930	527	4	world	world	NOUN
easat-2930	527	5	problems	problem	NOUN
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easat-2930	527	7	machine	machine	NOUN
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easat-2930	527	9	.	.	PUNCT
easat-2930	528	1	machine	machine	NOUN
easat-2930	528	2	learning	learning	PROPN
easat-2930	528	3	,	,	PUNCT
easat-2930	528	4	animated	animate	VERB
easat-2930	528	5	,	,	PUNCT
easat-2930	528	6	301	301	NUM
easat-2930	528	7	-	-	SYM
easat-2930	528	8	320	320	NUM
easat-2930	528	9	.	.	PUNCT
easat-2930	529	1	https://doi.org/10.1201/b23383-16	https://doi.org/10.1201/b23383-16	PROPN
easat-2930	530	1	[	[	X
easat-2930	530	2	60	60	NUM
easat-2930	530	3	]	]	PUNCT
easat-2930	530	4	lyubchyk	lyubchyk	NOUN
easat-2930	530	5	,	,	PUNCT
easat-2930	530	6	l.	l.	PROPN
easat-2930	530	7	,	,	PUNCT
easat-2930	530	8	&	&	CCONJ
easat-2930	530	9	yamkovyi	yamkovyi	PROPN
easat-2930	530	10	,	,	PUNCT
easat-2930	530	11	k.	k.	PROPN
easat-2930	530	12	(	(	PUNCT
easat-2930	530	13	2022	2022	NUM
easat-2930	530	14	)	)	PUNCT
easat-2930	530	15	.	.	PUNCT
easat-2930	531	1	comparative	comparative	ADJ
easat-2930	531	2	analysis	analysis	NOUN
easat-2930	531	3	of	of	ADP
easat-2930	531	4	modified	modified	ADJ
easat-2930	531	5	semi	semi	ADJ
easat-2930	531	6	-	-	ADJ
easat-2930	531	7	supervised	supervised	ADJ
easat-2930	531	8	learning	learning	NOUN
easat-2930	531	9	algorithms	algorithm	NOUN
easat-2930	531	10	on	on	ADP
easat-2930	531	11	a	a	DET
easat-2930	531	12	small	small	ADJ
easat-2930	531	13	amount	amount	NOUN
easat-2930	531	14	of	of	ADP
easat-2930	531	15	labeled	label	VERB
easat-2930	531	16	data	datum	NOUN
easat-2930	531	17	.	.	PUNCT
easat-2930	532	1	system	system	NOUN
easat-2930	532	2	research	research	NOUN
easat-2930	532	3	and	and	CCONJ
easat-2930	532	4	information	information	NOUN
easat-2930	532	5	technologies	technology	NOUN
easat-2930	532	6	,	,	PUNCT
easat-2930	532	7	(	(	PUNCT
easat-2930	532	8	4	4	NUM
easat-2930	532	9	)	)	PUNCT
easat-2930	532	10	,	,	PUNCT
easat-2930	532	11	34	34	NUM
easat-2930	532	12	-	-	SYM
easat-2930	532	13	43	43	NUM
easat-2930	532	14	.	.	PUNCT
easat-2930	533	1	https://doi.org/10.20535/srit.23088893.2022.4.03	https://doi.org/10.20535/srit.23088893.2022.4.03	PROPN
easat-2930	533	2	[	[	X
easat-2930	533	3	61	61	NUM
easat-2930	533	4	]	]	X
easat-2930	533	5	mani	mani	PROPN
easat-2930	533	6	,	,	PUNCT
easat-2930	533	7	l.	l.	PROPN
easat-2930	533	8	(	(	PUNCT
easat-2930	533	9	2024	2024	NUM
easat-2930	533	10	)	)	PUNCT
easat-2930	533	11	.	.	PUNCT
easat-2930	534	1	gravitating	gravitate	VERB
easat-2930	534	2	towards	towards	ADP
easat-2930	534	3	the	the	DET
easat-2930	534	4	digital	digital	ADJ
easat-2930	534	5	economy	economy	NOUN
easat-2930	534	6	:	:	PUNCT
easat-2930	534	7	opportunities	opportunity	NOUN
easat-2930	534	8	and	and	CCONJ
easat-2930	534	9	challenges	challenge	NOUN
easat-2930	534	10	for	for	ADP
easat-2930	534	11	transforming	transform	VERB
easat-2930	534	12	smart	smart	ADJ
easat-2930	534	13	bangladesh	bangladesh	NOUN
easat-2930	534	14	.	.	PUNCT
easat-2930	535	1	pakistan	pakistan	PROPN
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easat-2930	535	4	life	life	NOUN
easat-2930	535	5	and	and	CCONJ
easat-2930	535	6	social	social	ADJ
easat-2930	535	7	sciences	science	NOUN
easat-2930	535	8	,	,	PUNCT
easat-2930	535	9	22(1	22(1	NUM
easat-2930	535	10	)	)	PUNCT
easat-2930	535	11	,	,	PUNCT
easat-2930	535	12	3324	3324	NUM
easat-2930	535	13	-	-	SYM
easat-2930	535	14	3334	3334	NUM
easat-2930	535	15	.	.	PUNCT
easat-2930	536	1	https://doi.org/10.57239/pjlss-202422.1.00241	https://doi.org/10.57239/pjlss-202422.1.00241	X
easat-2930	537	1	[	[	X
easat-2930	537	2	62	62	NUM
easat-2930	537	3	]	]	X
easat-2930	537	4	meng	meng	PROPN
easat-2930	537	5	,	,	PUNCT
easat-2930	537	6	j.	j.	PROPN
easat-2930	537	7	(	(	PUNCT
easat-2930	537	8	2024	2024	NUM
easat-2930	537	9	)	)	PUNCT
easat-2930	537	10	.	.	PUNCT
easat-2930	537	11	ai	ai	VERB
easat-2930	537	12	as	as	ADP
easat-2930	537	13	an	an	DET
easat-2930	537	14	employee	employee	NOUN
easat-2930	537	15	:	:	PUNCT
easat-2930	537	16	how	how	SCONJ
easat-2930	537	17	ai	ai	AUX
easat-2930	537	18	affects	affect	VERB
easat-2930	537	19	managers	manager	NOUN
easat-2930	537	20	evaluation	evaluation	NOUN
easat-2930	537	21	of	of	ADP
easat-2930	537	22	creative	creative	ADJ
easat-2930	537	23	works	work	NOUN
easat-2930	537	24	.	.	PUNCT
easat-2930	538	1	aea	aea	PROPN
easat-2930	538	2	randomized	randomize	VERB
easat-2930	538	3	controlled	control	VERB
easat-2930	538	4	trials	trial	NOUN
easat-2930	538	5	.	.	PUNCT
easat-2930	539	1	https://doi.org/10.1257/rct.14071-1.0	https://doi.org/10.1257/rct.14071-1.0	PROPN
easat-2930	539	2	[	[	X
easat-2930	539	3	63	63	NUM
easat-2930	539	4	]	]	PUNCT
easat-2930	539	5	mihalache	mihalache	PROPN
easat-2930	539	6	,	,	PUNCT
easat-2930	539	7	r.	r.	PROPN
easat-2930	539	8	,	,	PUNCT
easat-2930	539	9	gavriluț	gavriluț	PROPN
easat-2930	539	10	,	,	PUNCT
easat-2930	539	11	d.	d.	PROPN
easat-2930	539	12	,	,	PUNCT
easat-2930	539	13	&	&	CCONJ
easat-2930	539	14	anton	anton	PROPN
easat-2930	539	15	,	,	PUNCT
easat-2930	539	16	d.	d.	PROPN
easat-2930	539	17	(	(	PUNCT
easat-2930	539	18	2024	2024	NUM
easat-2930	539	19	)	)	PUNCT
easat-2930	539	20	.	.	PUNCT
easat-2930	540	1	real	real	ADJ
easat-2930	540	2	-	-	PUNCT
easat-2930	540	3	time	time	NOUN
easat-2930	540	4	deep	deep	ADJ
easat-2930	540	5	learning	learning	NOUN
easat-2930	540	6	-	-	PUNCT
easat-2930	540	7	based	base	VERB
easat-2930	540	8	malware	malware	NOUN
easat-2930	540	9	detection	detection	NOUN
easat-2930	540	10	using	use	VERB
easat-2930	540	11	static	static	ADJ
easat-2930	540	12	and	and	CCONJ
easat-2930	540	13	dynamic	dynamic	ADJ
easat-2930	540	14	features	feature	NOUN
easat-2930	540	15	.	.	PUNCT
easat-2930	541	1	proceedings	proceeding	NOUN
easat-2930	541	2	of	of	ADP
easat-2930	541	3	the	the	DET
easat-2930	541	4	16th	16th	ADJ
easat-2930	541	5	international	international	ADJ
easat-2930	541	6	conference	conference	NOUN
easat-2930	541	7	on	on	ADP
easat-2930	541	8	agents	agent	NOUN
easat-2930	541	9	and	and	CCONJ
easat-2930	541	10	artificial	artificial	ADJ
easat-2930	541	11	intelligence	intelligence	NOUN
easat-2930	541	12	,	,	PUNCT
easat-2930	541	13	226	226	NUM
easat-2930	541	14	-	-	SYM
easat-2930	541	15	234	234	NUM
easat-2930	541	16	.	.	PUNCT
easat-2930	542	1	https://doi.org/10.5220/0012316800003636	https://doi.org/10.5220/0012316800003636	NOUN
easat-2930	542	2	[	[	X
easat-2930	542	3	64	64	NUM
easat-2930	542	4	]	]	PUNCT
easat-2930	542	5	mihalache	mihalache	PROPN
easat-2930	542	6	,	,	PUNCT
easat-2930	542	7	r.	r.	PROPN
easat-2930	542	8	,	,	PUNCT
easat-2930	542	9	gavriluț	gavriluț	PROPN
easat-2930	542	10	,	,	PUNCT
easat-2930	542	11	d.	d.	PROPN
easat-2930	542	12	,	,	PUNCT
easat-2930	542	13	&	&	CCONJ
easat-2930	542	14	anton	anton	PROPN
easat-2930	542	15	,	,	PUNCT
easat-2930	542	16	d.	d.	PROPN
easat-2930	542	17	(	(	PUNCT
easat-2930	542	18	2024	2024	NUM
easat-2930	542	19	)	)	PUNCT
easat-2930	542	20	.	.	PUNCT
easat-2930	543	1	real	real	ADJ
easat-2930	543	2	-	-	PUNCT
easat-2930	543	3	time	time	NOUN
easat-2930	543	4	deep	deep	ADJ
easat-2930	543	5	learning	learning	NOUN
easat-2930	543	6	-	-	PUNCT
easat-2930	543	7	based	base	VERB
easat-2930	543	8	malware	malware	NOUN
easat-2930	543	9	detection	detection	NOUN
easat-2930	543	10	using	use	VERB
easat-2930	543	11	static	static	ADJ
easat-2930	543	12	and	and	CCONJ
easat-2930	543	13	dynamic	dynamic	ADJ
easat-2930	543	14	features	feature	NOUN
easat-2930	543	15	.	.	PUNCT
easat-2930	544	1	proceedings	proceeding	NOUN
easat-2930	544	2	of	of	ADP
easat-2930	544	3	the	the	DET
easat-2930	544	4	16th	16th	ADJ
easat-2930	544	5	international	international	ADJ
easat-2930	544	6	conference	conference	NOUN
easat-2930	544	7	on	on	ADP
easat-2930	544	8	agents	agent	NOUN
easat-2930	544	9	and	and	CCONJ
easat-2930	544	10	artificial	artificial	ADJ
easat-2930	544	11	intelligence	intelligence	NOUN
easat-2930	544	12	,	,	PUNCT
easat-2930	544	13	226	226	NUM
easat-2930	544	14	-	-	SYM
easat-2930	544	15	234	234	NUM
easat-2930	544	16	.	.	PUNCT
easat-2930	545	1	https://doi.org/10.5220/0012316800003636	https://doi.org/10.5220/0012316800003636	NOUN
easat-2930	545	2	[	[	X
easat-2930	545	3	65	65	NUM
easat-2930	545	4	]	]	X
easat-2930	545	5	milon	milon	NOUN
easat-2930	545	6	,	,	PUNCT
easat-2930	545	7	m.	m.	NOUN
easat-2930	545	8	n.	n.	PROPN
easat-2930	545	9	u.	u.	PROPN
easat-2930	545	10	,	,	PUNCT
easat-2930	545	11	ghose	ghose	PROPN
easat-2930	545	12	,	,	PUNCT
easat-2930	545	13	p.	p.	NOUN
easat-2930	545	14	,	,	PUNCT
easat-2930	545	15	pinky	pinky	PROPN
easat-2930	545	16	,	,	PUNCT
easat-2930	545	17	t.	t.	PROPN
easat-2930	545	18	c.	c.	PROPN
easat-2930	545	19	,	,	PUNCT
easat-2930	545	20	tabassum	tabassum	NOUN
easat-2930	545	21	,	,	PUNCT
easat-2930	545	22	m.	m.	NOUN
easat-2930	545	23	n.	n.	PROPN
easat-2930	545	24	,	,	PUNCT
easat-2930	545	25	hasan	hasan	PROPN
easat-2930	545	26	,	,	PUNCT
easat-2930	545	27	m.	m.	NOUN
easat-2930	545	28	n.	n.	PROPN
easat-2930	545	29	,	,	PUNCT
easat-2930	545	30	&	&	CCONJ
easat-2930	545	31	khatun	khatun	PROPN
easat-2930	545	32	,	,	PUNCT
easat-2930	545	33	m.	m.	NOUN
easat-2930	545	34	(	(	PUNCT
easat-2930	545	35	2024	2024	NUM
easat-2930	545	36	)	)	PUNCT
easat-2930	545	37	.	.	PUNCT
easat-2930	546	1	an	an	DET
easat-2930	546	2	in	in	ADP
easat-2930	546	3	-	-	PUNCT
easat-2930	546	4	depth	depth	NOUN
easat-2930	546	5	prisma	prisma	NOUN
easat-2930	546	6	based	base	VERB
easat-2930	546	7	review	review	NOUN
easat-2930	546	8	of	of	ADP
easat-2930	546	9	cybercrime	cybercrime	NOUN
easat-2930	546	10	in	in	ADP
easat-2930	546	11	a	a	DET
easat-2930	546	12	developing	develop	VERB
easat-2930	546	13	economy	economy	NOUN
easat-2930	546	14	:	:	PUNCT
easat-2930	546	15	examining	examine	VERB
easat-2930	546	16	sector	sector	NOUN
easat-2930	546	17	-	-	PUNCT
easat-2930	546	18	wide	wide	ADJ
easat-2930	546	19	impacts	impact	NOUN
easat-2930	546	20	,	,	PUNCT
easat-2930	546	21	legal	legal	ADJ
easat-2930	546	22	frameworks	framework	NOUN
easat-2930	546	23	,	,	PUNCT
easat-2930	546	24	and	and	CCONJ
easat-2930	546	25	emerging	emerge	VERB
easat-2930	546	26	trends	trend	NOUN
easat-2930	546	27	in	in	ADP
easat-2930	546	28	the	the	DET
easat-2930	546	29	digital	digital	ADJ
easat-2930	546	30	era	era	NOUN
easat-2930	546	31	.	.	PUNCT
easat-2930	547	1	edelweiss	edelweiss	PROPN
easat-2930	547	2	applied	apply	VERB
easat-2930	547	3	science	science	NOUN
easat-2930	547	4	and	and	CCONJ
easat-2930	547	5	technology	technology	NOUN
easat-2930	547	6	,	,	PUNCT
easat-2930	547	7	8(4	8(4	NUM
easat-2930	547	8	)	)	PUNCT
easat-2930	547	9	,	,	PUNCT
easat-2930	547	10	2072	2072	NUM
easat-2930	547	11	-	-	SYM
easat-2930	547	12	2093	2093	NUM
easat-2930	547	13	.	.	PUNCT
easat-2930	548	1	https://doi.org/10.55214/25768484.v8i4.1583	https://doi.org/10.55214/25768484.v8i4.1583	NOUN
easat-2930	549	1	[	[	X
easat-2930	549	2	66	66	NUM
easat-2930	549	3	]	]	PUNCT
easat-2930	549	4	mire	mire	NOUN
easat-2930	549	5	,	,	PUNCT
easat-2930	549	6	a.	a.	NOUN
easat-2930	549	7	v.	v.	PROPN
easat-2930	549	8	,	,	PUNCT
easat-2930	549	9	elangovan	elangovan	PROPN
easat-2930	549	10	,	,	PUNCT
easat-2930	549	11	v.	v.	ADV
easat-2930	549	12	,	,	PUNCT
easat-2930	549	13	&	&	CCONJ
easat-2930	549	14	dhote	dhote	PROPN
easat-2930	549	15	,	,	PUNCT
easat-2930	549	16	b.	b.	PROPN
easat-2930	549	17	(	(	PUNCT
easat-2930	549	18	2021	2021	NUM
easat-2930	549	19	)	)	PUNCT
easat-2930	549	20	.	.	PUNCT
easat-2930	550	1	comprehensive	comprehensive	ADJ
easat-2930	550	2	analysis	analysis	NOUN
easat-2930	550	3	of	of	ADP
easat-2930	550	4	dimensionality	dimensionality	NOUN
easat-2930	550	5	reduction	reduction	NOUN
easat-2930	550	6	techniques	technique	NOUN
easat-2930	550	7	for	for	ADP
easat-2930	550	8	machine	machine	NOUN
easat-2930	550	9	learning	learn	VERB
easat-2930	550	10	applications	application	NOUN
easat-2930	550	11	.	.	PUNCT
easat-2930	551	1	design	design	NOUN
easat-2930	551	2	of	of	ADP
easat-2930	551	3	intelligent	intelligent	ADJ
easat-2930	551	4	applications	application	NOUN
easat-2930	551	5	using	use	VERB
easat-2930	551	6	machine	machine	NOUN
easat-2930	551	7	learning	learning	NOUN
easat-2930	551	8	and	and	CCONJ
easat-2930	551	9	deep	deep	ADJ
easat-2930	551	10	learning	learning	NOUN
easat-2930	551	11	techniques	technique	NOUN
easat-2930	551	12	,	,	PUNCT
easat-2930	551	13	6176	6176	NUM
easat-2930	551	14	.	.	PUNCT
easat-2930	552	1	https://doi.org/10.1201/9781003133681-4	https://doi.org/10.1201/9781003133681-4	VERB
easat-2930	553	1	[	[	X
easat-2930	553	2	67	67	NUM
easat-2930	553	3	]	]	SYM
easat-2930	553	4	molla	molla	PROPN
easat-2930	553	5	,	,	PUNCT
easat-2930	553	6	c.	c.	PROPN
easat-2930	553	7	,	,	PUNCT
easat-2930	553	8	mani	mani	PROPN
easat-2930	553	9	,	,	PUNCT
easat-2930	553	10	l.	l.	PROPN
easat-2930	553	11	,	,	PUNCT
easat-2930	553	12	bhuiyan	bhuiyan	PROPN
easat-2930	553	13	,	,	PUNCT
easat-2930	553	14	m.	m.	PROPN
easat-2930	553	15	r.	r.	PROPN
easat-2930	553	16	i.	i.	PROPN
easat-2930	553	17	,	,	PUNCT
easat-2930	553	18	&	&	CCONJ
easat-2930	553	19	hossain	hossain	PROPN
easat-2930	553	20	,	,	PUNCT
easat-2930	553	21	r.	r.	PROPN
easat-2930	553	22	(	(	PUNCT
easat-2930	553	23	2023	2023	NUM
easat-2930	553	24	)	)	PUNCT
easat-2930	553	25	.	.	PUNCT
easat-2930	554	1	examining	examine	VERB
easat-2930	554	2	the	the	DET
easat-2930	554	3	potential	potential	ADJ
easat-2930	554	4	usages	usage	NOUN
easat-2930	554	5	,	,	PUNCT
easat-2930	554	6	features	feature	NOUN
easat-2930	554	7	,	,	PUNCT
easat-2930	554	8	and	and	CCONJ
easat-2930	554	9	challenges	challenge	NOUN
easat-2930	554	10	of	of	ADP
easat-2930	554	11	using	use	VERB
easat-2930	554	12	chatgpt	chatgpt	NOUN
easat-2930	554	13	technology	technology	NOUN
easat-2930	554	14	:	:	PUNCT
easat-2930	554	15	a	a	DET
easat-2930	554	16	prisma	prisma	NOUN
easat-2930	554	17	-	-	PUNCT
easat-2930	554	18	based	base	VERB
easat-2930	554	19	systematic	systematic	ADJ
easat-2930	554	20	review	review	NOUN
easat-2930	554	21	.	.	PUNCT
easat-2930	555	1	migration	migration	NOUN
easat-2930	555	2	letters	letter	NOUN
easat-2930	555	3	,	,	PUNCT
easat-2930	555	4	20(s9	20(s9	NUM
easat-2930	555	5	)	)	PUNCT
easat-2930	555	6	,	,	PUNCT
easat-2930	555	7	927	927	NUM
easat-2930	555	8	-	-	SYM
easat-2930	555	9	945	945	NUM
easat-2930	555	10	.	.	PUNCT
easat-2930	556	1	https://doi.org/10.59670/ml.v20is9.4918	https://doi.org/10.59670/ml.v20is9.4918	X
easat-2930	557	1	[	[	X
easat-2930	557	2	68	68	NUM
easat-2930	557	3	]	]	X
easat-2930	557	4	nanath	nanath	NOUN
easat-2930	557	5	,	,	PUNCT
easat-2930	557	6	k.	k.	PROPN
easat-2930	557	7	,	,	PUNCT
easat-2930	557	8	&	&	CCONJ
easat-2930	557	9	rahman	rahman	PROPN
easat-2930	557	10	,	,	PUNCT
easat-2930	557	11	a.	a.	NOUN
easat-2930	557	12	(	(	PUNCT
easat-2930	557	13	2022	2022	NUM
easat-2930	557	14	)	)	PUNCT
easat-2930	557	15	.	.	PUNCT
easat-2930	558	1	cracking	crack	VERB
easat-2930	558	2	captcha	captcha	NOUN
easat-2930	558	3	using	use	VERB
easat-2930	558	4	machine	machine	NOUN
easat-2930	558	5	learning	learn	VERB
easat-2930	558	6	algorithms	algorithm	NOUN
easat-2930	558	7	:	:	PUNCT
easat-2930	558	8	an	an	DET
easat-2930	558	9	intersection	intersection	NOUN
easat-2930	558	10	of	of	ADP
easat-2930	558	11	captcha	captcha	NOUN
easat-2930	558	12	categories	category	NOUN
easat-2930	558	13	and	and	CCONJ
easat-2930	558	14	ml	ml	NOUN
easat-2930	558	15	algorithms	algorithm	NOUN
easat-2930	558	16	.	.	PUNCT
easat-2930	559	1	machine	machine	NOUN
easat-2930	559	2	learning	learn	VERB
easat-2930	559	3	for	for	ADP
easat-2930	559	4	cyber	cyber	ADJ
easat-2930	559	5	security	security	NOUN
easat-2930	559	6	,	,	PUNCT
easat-2930	559	7	27	27	NUM
easat-2930	559	8	-	-	SYM
easat-2930	559	9	40	40	NUM
easat-2930	559	10	.	.	PUNCT
easat-2930	560	1	https://doi.org/10.1515/9783110766745-002	https://doi.org/10.1515/9783110766745-002	NOUN
easat-2930	560	2	[	[	X
easat-2930	560	3	69	69	NUM
easat-2930	560	4	]	]	PUNCT
easat-2930	560	5	niknami	niknami	NOUN
easat-2930	560	6	,	,	PUNCT
easat-2930	560	7	n.	n.	NOUN
easat-2930	560	8	,	,	PUNCT
easat-2930	560	9	&	&	CCONJ
easat-2930	560	10	wu	wu	PROPN
easat-2930	560	11	,	,	PUNCT
easat-2930	560	12	j.	j.	PROPN
easat-2930	560	13	(	(	PUNCT
easat-2930	560	14	2024	2024	NUM
easat-2930	560	15	)	)	PUNCT
easat-2930	560	16	.	.	PUNCT
easat-2930	561	1	advanced	advanced	ADJ
easat-2930	561	2	ml	ml	PROPN
easat-2930	561	3	/	/	SYM
easat-2930	561	4	dl	dl	NOUN
easat-2930	561	5	-	-	PUNCT
easat-2930	561	6	based	base	VERB
easat-2930	561	7	intrusion	intrusion	NOUN
easat-2930	561	8	detection	detection	NOUN
easat-2930	561	9	systems	system	NOUN
easat-2930	561	10	for	for	ADP
easat-2930	561	11	software	software	NOUN
easat-2930	561	12	-	-	PUNCT
easat-2930	561	13	defined	define	VERB
easat-2930	561	14	networks	network	NOUN
easat-2930	561	15	.	.	PUNCT
easat-2930	562	1	advances	advance	NOUN
easat-2930	562	2	in	in	ADP
easat-2930	562	3	information	information	NOUN
easat-2930	562	4	security	security	NOUN
easat-2930	562	5	,	,	PUNCT
easat-2930	562	6	121	121	NUM
easat-2930	562	7	-	-	SYM
easat-2930	562	8	146	146	NUM
easat-2930	562	9	.	.	PUNCT
easat-2930	562	10	https://doi.org/10.1007/978-3-031-53510-9_5	https://doi.org/10.1007/978-3-031-53510-9_5	X
easat-2930	563	1	[	[	X
easat-2930	563	2	70	70	NUM
easat-2930	563	3	]	]	X
easat-2930	563	4	özaşçılar	özaşçılar	NOUN
easat-2930	563	5	,	,	PUNCT
easat-2930	563	6	m.	m.	NOUN
easat-2930	563	7	,	,	PUNCT
easat-2930	563	8	çalıcı	çalıcı	PROPN
easat-2930	563	9	,	,	PUNCT
easat-2930	563	10	c.	c.	PROPN
easat-2930	563	11	,	,	PUNCT
easat-2930	563	12	&	&	CCONJ
easat-2930	563	13	vakhitova	vakhitova	PROPN
easat-2930	563	14	,	,	PUNCT
easat-2930	563	15	z.	z.	PROPN
easat-2930	563	16	(	(	PUNCT
easat-2930	563	17	2024	2024	NUM
easat-2930	563	18	)	)	PUNCT
easat-2930	563	19	.	.	PUNCT
easat-2930	564	1	examining	examine	VERB
easat-2930	564	2	cybercrime	cybercrime	NOUN
easat-2930	564	3	victimisation	victimisation	NOUN
easat-2930	564	4	among	among	ADP
easat-2930	564	5	turkish	turkish	ADJ
easat-2930	564	6	women	woman	NOUN
easat-2930	564	7	using	use	VERB
easat-2930	564	8	routine	routine	ADJ
easat-2930	564	9	activity	activity	NOUN
easat-2930	564	10	theory	theory	NOUN
easat-2930	564	11	.	.	PUNCT
easat-2930	565	1	crime	crime	NOUN
easat-2930	565	2	prevention	prevention	PROPN
easat-2930	565	3	and	and	CCONJ
easat-2930	565	4	community	community	NOUN
easat-2930	565	5	safety	safety	NOUN
easat-2930	565	6	,	,	PUNCT
easat-2930	565	7	26(1	26(1	NUM
easat-2930	565	8	)	)	PUNCT
easat-2930	565	9	,	,	PUNCT
easat-2930	565	10	112	112	NUM
easat-2930	565	11	-	-	SYM
easat-2930	565	12	128	128	NUM
easat-2930	565	13	.	.	PUNCT
easat-2930	566	1	https://doi.org/10.1057/s41300-02400201-y	https://doi.org/10.1057/s41300-02400201-y	PRON
easat-2930	567	1	[	[	X
easat-2930	567	2	71	71	NUM
easat-2930	567	3	]	]	X
easat-2930	567	4	padole	padole	NOUN
easat-2930	567	5	,	,	PUNCT
easat-2930	567	6	g.	g.	PROPN
easat-2930	567	7	,	,	PUNCT
easat-2930	567	8	annareddy	annareddy	PROPN
easat-2930	567	9	,	,	PUNCT
easat-2930	567	10	r.	r.	PROPN
easat-2930	567	11	r.	r.	PROPN
easat-2930	567	12	,	,	PUNCT
easat-2930	567	13	mothukuri	mothukuri	PROPN
easat-2930	567	14	,	,	PUNCT
easat-2930	567	15	a.	a.	NOUN
easat-2930	567	16	,	,	PUNCT
easat-2930	567	17	aela	aela	PROPN
easat-2930	567	18	,	,	PUNCT
easat-2930	567	19	a.	a.	PROPN
easat-2930	567	20	,	,	PUNCT
easat-2930	567	21	&	&	CCONJ
easat-2930	567	22	varma	varma	PROPN
easat-2930	567	23	,	,	PUNCT
easat-2930	567	24	k.	k.	PROPN
easat-2930	567	25	(	(	PUNCT
easat-2930	567	26	2024	2024	NUM
easat-2930	567	27	)	)	PUNCT
easat-2930	567	28	.	.	PUNCT
easat-2930	568	1	undefined	undefined	ADJ
easat-2930	568	2	.	.	PUNCT
easat-2930	569	1	https://doi.org/10.21203/rs.3.rs4324837/v1	https://doi.org/10.21203/rs.3.rs4324837/v1	PROPN
easat-2930	570	1	[	[	X
easat-2930	570	2	72	72	NUM
easat-2930	570	3	]	]	X
easat-2930	570	4	parhizkari	parhizkari	PROPN
easat-2930	570	5	,	,	PUNCT
easat-2930	570	6	s.	s.	PROPN
easat-2930	570	7	(	(	PUNCT
easat-2930	570	8	2024	2024	NUM
easat-2930	570	9	)	)	PUNCT
easat-2930	570	10	.	.	PUNCT
easat-2930	571	1	anomaly	anomaly	PROPN
easat-2930	571	2	detection	detection	NOUN
easat-2930	571	3	in	in	ADP
easat-2930	571	4	intrusion	intrusion	NOUN
easat-2930	571	5	detection	detection	NOUN
easat-2930	571	6	systems	system	NOUN
easat-2930	571	7	.	.	PUNCT
easat-2930	572	1	artificial	artificial	ADJ
easat-2930	572	2	intelligence	intelligence	NOUN
easat-2930	572	3	.	.	PUNCT
easat-2930	573	1	https://doi.org/10.5772/intechopen.112733	https://doi.org/10.5772/intechopen.112733	PROPN
easat-2930	574	1	[	[	X
easat-2930	574	2	73	73	NUM
easat-2930	574	3	]	]	PUNCT
easat-2930	574	4	pasrija	pasrija	NOUN
easat-2930	574	5	,	,	PUNCT
easat-2930	574	6	p.	p.	PROPN
easat-2930	574	7	,	,	PUNCT
easat-2930	574	8	singh	singh	PROPN
easat-2930	574	9	,	,	PUNCT
easat-2930	574	10	u.	u.	PROPN
easat-2930	574	11	,	,	PUNCT
easat-2930	574	12	&	&	CCONJ
easat-2930	574	13	khurana	khurana	PROPN
easat-2930	574	14	,	,	PUNCT
easat-2930	574	15	m.	m.	NOUN
easat-2930	574	16	(	(	PUNCT
easat-2930	574	17	2024	2024	NUM
easat-2930	574	18	)	)	PUNCT
easat-2930	574	19	.	.	PUNCT
easat-2930	575	1	performance	performance	NOUN
easat-2930	575	2	analysis	analysis	NOUN
easat-2930	575	3	of	of	ADP
easat-2930	575	4	intrusion	intrusion	NOUN
easat-2930	575	5	detection	detection	NOUN
easat-2930	575	6	system	system	NOUN
easat-2930	575	7	using	use	VERB
easat-2930	575	8	ml	ml	NOUN
easat-2930	575	9	techniques	technique	NOUN
easat-2930	575	10	.	.	PUNCT
easat-2930	576	1	applying	apply	VERB
easat-2930	576	2	artificial	artificial	ADJ
easat-2930	576	3	intelligence	intelligence	NOUN
easat-2930	576	4	in	in	ADP
easat-2930	576	5	cybersecurity	cybersecurity	NOUN
easat-2930	576	6	analytics	analytic	NOUN
easat-2930	576	7	and	and	CCONJ
easat-2930	576	8	cyber	cyber	NOUN
easat-2930	576	9	threat	threat	NOUN
easat-2930	576	10	detection	detection	NOUN
easat-2930	576	11	,	,	PUNCT
easat-2930	576	12	135	135	NUM
easat-2930	576	13	-	-	SYM
easat-2930	576	14	150	150	NUM
easat-2930	576	15	.	.	PUNCT
easat-2930	577	1	https://doi.org/10.1002/9781394196470.ch8	https://doi.org/10.1002/9781394196470.ch8	PROPN
easat-2930	578	1	[	[	X
easat-2930	578	2	74	74	NUM
easat-2930	578	3	]	]	X
easat-2930	578	4	paya	paya	PROPN
easat-2930	578	5	,	,	PUNCT
easat-2930	578	6	a.	a.	NOUN
easat-2930	578	7	,	,	PUNCT
easat-2930	578	8	arroni	arroni	PROPN
easat-2930	578	9	,	,	PUNCT
easat-2930	578	10	s.	s.	PROPN
easat-2930	578	11	,	,	PUNCT
easat-2930	578	12	garcía	garcía	ADJ
easat-2930	578	13	-	-	PUNCT
easat-2930	578	14	díaz	díaz	NOUN
easat-2930	578	15	,	,	PUNCT
easat-2930	578	16	v.	v.	NOUN
easat-2930	578	17	,	,	PUNCT
easat-2930	578	18	&	&	CCONJ
easat-2930	578	19	gómez	gómez	NOUN
easat-2930	578	20	,	,	PUNCT
easat-2930	578	21	a.	a.	NOUN
easat-2930	578	22	(	(	PUNCT
easat-2930	578	23	2024	2024	NUM
easat-2930	578	24	)	)	PUNCT
easat-2930	578	25	.	.	PUNCT
easat-2930	579	1	apollon	apollon	PROPN
easat-2930	579	2	:	:	PUNCT
easat-2930	579	3	a	a	DET
easat-2930	579	4	robust	robust	ADJ
easat-2930	579	5	defense	defense	NOUN
easat-2930	579	6	system	system	NOUN
easat-2930	579	7	against	against	ADP
easat-2930	579	8	adversarial	adversarial	ADJ
easat-2930	579	9	machine	machine	NOUN
easat-2930	579	10	learning	learning	NOUN
easat-2930	579	11	attacks	attack	NOUN
easat-2930	579	12	in	in	ADP
easat-2930	579	13	intrusion	intrusion	NOUN
easat-2930	579	14	detection	detection	NOUN
easat-2930	579	15	systems	system	NOUN
easat-2930	579	16	.	.	PUNCT
easat-2930	580	1	computers	computer	NOUN
easat-2930	580	2	&	&	CCONJ
easat-2930	580	3	security	security	NOUN
easat-2930	580	4	,	,	PUNCT
easat-2930	580	5	136	136	NUM
easat-2930	580	6	,	,	PUNCT
easat-2930	580	7	103546	103546	NUM
easat-2930	580	8	.	.	PUNCT
easat-2930	581	1	https://doi.org/10.1016/j.cose.2023.103546	https://doi.org/10.1016/j.cose.2023.103546	VERB
easat-2930	581	2	[	[	X
easat-2930	581	3	75	75	NUM
easat-2930	581	4	]	]	X
easat-2930	581	5	pearson	pearson	PROPN
easat-2930	581	6	,	,	PUNCT
easat-2930	581	7	w.	w.	PROPN
easat-2930	581	8	s.	s.	PROPN
easat-2930	581	9	(	(	PUNCT
easat-2930	581	10	2024	2024	NUM
easat-2930	581	11	)	)	PUNCT
easat-2930	581	12	.	.	PUNCT
easat-2930	582	1	research	research	NOUN
easat-2930	582	2	topics	topic	NOUN
easat-2930	582	3	in	in	ADP
easat-2930	582	4	applied	applied	ADJ
easat-2930	582	5	linguistics	linguistic	NOUN
easat-2930	582	6	as	as	ADP
easat-2930	582	7	keywords	keyword	NOUN
easat-2930	582	8	from	from	ADP
easat-2930	582	9	authors	author	NOUN
easat-2930	582	10	and	and	CCONJ
easat-2930	582	11	keywords	keyword	NOUN
easat-2930	582	12	from	from	ADP
easat-2930	582	13	abstracts	abstract	NOUN
easat-2930	582	14	:	:	PUNCT
easat-2930	582	15	a	a	DET
easat-2930	582	16	bibliometric	bibliometric	ADJ
easat-2930	582	17	study	study	NOUN
easat-2930	582	18	.	.	PUNCT
easat-2930	583	1	a	a	DET
easat-2930	583	2	scientometrics	scientometrics	PROPN
easat-2930	583	3	research	research	NOUN
easat-2930	583	4	perspective	perspective	NOUN
easat-2930	583	5	in	in	ADP
easat-2930	583	6	applied	applied	ADJ
easat-2930	583	7	linguistics	linguistic	NOUN
easat-2930	583	8	,	,	PUNCT
easat-2930	583	9	113	113	NUM
easat-2930	583	10	-	-	SYM
easat-2930	583	11	134	134	NUM
easat-2930	583	12	.	.	PUNCT
easat-2930	584	1	https://doi.org/10.1007/978-3031-51726-6_5	https://doi.org/10.1007/978-3031-51726-6_5	PROPN
easat-2930	585	1	[	[	X
easat-2930	585	2	76	76	NUM
easat-2930	585	3	]	]	X
easat-2930	585	4	pinsky	pinsky	PROPN
easat-2930	585	5	,	,	PUNCT
easat-2930	585	6	e.	e.	PROPN
easat-2930	585	7	,	,	PUNCT
easat-2930	585	8	&	&	CCONJ
easat-2930	585	9	piranavakumar	piranavakumar	PROPN
easat-2930	585	10	,	,	PUNCT
easat-2930	585	11	k.	k.	PROPN
easat-2930	585	12	(	(	PUNCT
easat-2930	585	13	2024	2024	NUM
easat-2930	585	14	)	)	PUNCT
easat-2930	585	15	.	.	PUNCT
easat-2930	586	1	a	a	DET
easat-2930	586	2	machine	machine	NOUN
easat-2930	586	3	learning	learning	NOUN
easat-2930	586	4	-	-	PUNCT
easat-2930	586	5	based	base	VERB
easat-2930	586	6	approach	approach	NOUN
easat-2930	586	7	to	to	PART
easat-2930	586	8	analyze	analyze	VERB
easat-2930	586	9	and	and	CCONJ
easat-2930	586	10	visualize	visualize	VERB
easat-2930	586	11	time	time	NOUN
easat-2930	586	12	-	-	PUNCT
easat-2930	586	13	series	series	NOUN
easat-2930	586	14	sentencing	sentencing	NOUN
easat-2930	586	15	data	datum	NOUN
easat-2930	586	16	.	.	PUNCT
easat-2930	587	1	itise	itise	PROPN
easat-2930	587	2	2024	2024	NUM
easat-2930	587	3	,	,	PUNCT
easat-2930	587	4	33	33	NUM
easat-2930	587	5	,	,	PUNCT
easat-2930	587	6	50	50	NUM
easat-2930	587	7	.	.	PUNCT
easat-2930	588	1	https://doi.org/10.3390/engproc2024068050	https://doi.org/10.3390/engproc2024068050	VERB
easat-2930	589	1	[	[	X
easat-2930	589	2	77	77	NUM
easat-2930	589	3	]	]	X
easat-2930	589	4	qin	qin	PROPN
easat-2930	589	5	,	,	PUNCT
easat-2930	589	6	x.	x.	PROPN
easat-2930	589	7	,	,	PUNCT
easat-2930	589	8	yao	yao	PROPN
easat-2930	589	9	,	,	PUNCT
easat-2930	589	10	p.	p.	PROPN
easat-2930	589	11	,	,	PUNCT
easat-2930	589	12	liu	liu	PROPN
easat-2930	589	13	,	,	PUNCT
easat-2930	589	14	m.	m.	NOUN
easat-2930	589	15	,	,	PUNCT
easat-2930	589	16	cheng	cheng	PROPN
easat-2930	589	17	,	,	PUNCT
easat-2930	589	18	x.	x.	PROPN
easat-2930	589	19	,	,	PUNCT
easat-2930	589	20	shi	shi	PROPN
easat-2930	589	21	,	,	PUNCT
easat-2930	589	22	f.	f.	PROPN
easat-2930	589	23	,	,	PUNCT
easat-2930	589	24	&	&	CCONJ
easat-2930	589	25	guo	guo	PROPN
easat-2930	589	26	,	,	PUNCT
easat-2930	589	27	l.	l.	PROPN
easat-2930	589	28	(	(	PUNCT
easat-2930	589	29	2024	2024	NUM
easat-2930	589	30	)	)	PUNCT
easat-2930	589	31	.	.	PUNCT
easat-2930	590	1	robust	robust	ADJ
easat-2930	590	2	classification	classification	NOUN
easat-2930	590	3	of	of	ADP
easat-2930	590	4	incomplete	incomplete	ADJ
easat-2930	590	5	time	time	NOUN
easat-2930	590	6	series	series	NOUN
easat-2930	590	7	with	with	ADP
easat-2930	590	8	noisy	noisy	ADJ
easat-2930	590	9	labels	label	NOUN
easat-2930	590	10	.	.	PUNCT
easat-2930	591	1	2024	2024	NUM
easat-2930	591	2	27th	27th	ADJ
easat-2930	591	3	international	international	ADJ
easat-2930	591	4	conference	conference	NOUN
easat-2930	591	5	on	on	ADP
easat-2930	591	6	computer	computer	NOUN
easat-2930	591	7	supported	support	VERB
easat-2930	591	8	cooperative	cooperative	ADJ
easat-2930	591	9	work	work	NOUN
easat-2930	591	10	in	in	ADP
easat-2930	591	11	design	design	NOUN
easat-2930	591	12	(	(	PUNCT
easat-2930	591	13	cscwd	cscwd	NOUN
easat-2930	591	14	)	)	PUNCT
easat-2930	591	15	,	,	PUNCT
easat-2930	591	16	2620	2620	NUM
easat-2930	591	17	-	-	SYM
easat-2930	591	18	2625	2625	NUM
easat-2930	591	19	.	.	PUNCT
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easat-2930	592	10	https://doi.org/10.57239/pjlss-2024-22.1.00241	https://doi.org/10.57239/pjlss-2024-22.1.00241	PRON
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easat-2930	592	12	https://doi.org/10.1257/rct.14071-1.0	https://doi.org/10.1257/rct.14071-1.0	PROPN
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easat-2930	592	15	https://doi.org/10.55214/25768484.v8i4.1583	https://doi.org/10.55214/25768484.v8i4.1583	PROPN
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easat-2930	592	17	https://doi.org/10.59670/ml.v20is9.4918	https://doi.org/10.59670/ml.v20is9.4918	PROPN
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easat-2930	593	1	https://doi.org/10.1057/s41300-024-00201-y	https://doi.org/10.1057/s41300-024-00201-y	PROPN
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easat-2930	594	1	https://doi.org/10.21203/rs.3.rs-4324837/v1	https://doi.org/10.21203/rs.3.rs-4324837/v1	PROPN
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easat-2930	594	8	4307	4307	NUM
easat-2930	594	9	edelweiss	edelweiss	PROPN
easat-2930	594	10	applied	apply	VERB
easat-2930	594	11	science	science	NOUN
easat-2930	594	12	and	and	CCONJ
easat-2930	594	13	technology	technology	NOUN
easat-2930	594	14	issn	issn	PROPN
easat-2930	594	15	:	:	PUNCT
easat-2930	594	16	2576	2576	NUM
easat-2930	594	17	-	-	SYM
easat-2930	594	18	8484	8484	NUM
easat-2930	594	19	vol	vol	NOUN
easat-2930	594	20	.	.	PROPN
easat-2930	594	21	8	8	NUM
easat-2930	594	22	,	,	PUNCT
easat-2930	594	23	no	no	INTJ
easat-2930	594	24	.	.	NOUN
easat-2930	595	1	6	6	NUM
easat-2930	595	2	:	:	SYM
easat-2930	595	3	4291	4291	NUM
easat-2930	595	4	-	-	SYM
easat-2930	595	5	4307	4307	NUM
easat-2930	595	6	,	,	PUNCT
easat-2930	595	7	2024	2024	NUM
easat-2930	595	8	doi	doi	NOUN
easat-2930	595	9	:	:	PUNCT
easat-2930	595	10	10.55214/25768484.v8i6.2930	10.55214/25768484.v8i6.2930	NUM
easat-2930	595	11	©	©	ADP
easat-2930	595	12	2024	2024	NUM
easat-2930	595	13	by	by	ADP
easat-2930	595	14	the	the	DET
easat-2930	595	15	authors	author	NOUN
easat-2930	595	16	;	;	PUNCT
easat-2930	595	17	licensee	licensee	PROPN
easat-2930	595	18	learning	learning	NOUN
easat-2930	595	19	gate	gate	PROPN
easat-2930	595	20	https://doi.org/10.1109/cscwd61410.2024.10580639	https://doi.org/10.1109/cscwd61410.2024.10580639	PROPN
easat-2930	596	1	[	[	X
easat-2930	596	2	78	78	NUM
easat-2930	596	3	]	]	X
easat-2930	596	4	rahman	rahman	PROPN
easat-2930	596	5	,	,	PUNCT
easat-2930	596	6	md	md	PROPN
easat-2930	596	7	.	.	PROPN
easat-2930	596	8	m.	m.	PROPN
easat-2930	596	9	,	,	PUNCT
easat-2930	596	10	islam	islam	PROPN
easat-2930	596	11	,	,	PUNCT
easat-2930	596	12	md	md	PROPN
easat-2930	596	13	.	.	PROPN
easat-2930	596	14	m.	m.	PROPN
easat-2930	596	15	,	,	PUNCT
easat-2930	596	16	khatun	khatun	PROPN
easat-2930	596	17	,	,	PUNCT
easat-2930	596	18	m.	m.	NOUN
easat-2930	596	19	,	,	PUNCT
easat-2930	596	20	uddin	uddin	PROPN
easat-2930	596	21	,	,	PUNCT
easat-2930	596	22	s.	s.	PROPN
easat-2930	596	23	,	,	PUNCT
easat-2930	596	24	faraji	faraji	NOUN
easat-2930	596	25	,	,	PUNCT
easat-2930	596	26	m.	m.	NOUN
easat-2930	596	27	r.	r.	PROPN
easat-2930	596	28	,	,	PUNCT
easat-2930	596	29	&	&	CCONJ
easat-2930	596	30	hasan	hasan	PROPN
easat-2930	596	31	,	,	PUNCT
easat-2930	596	32	md	md	PROPN
easat-2930	596	33	.	.	PUNCT
easat-2930	597	1	h.	h.	PROPN
easat-2930	597	2	(	(	PUNCT
easat-2930	597	3	2024	2024	NUM
easat-2930	597	4	)	)	PUNCT
easat-2930	597	5	.	.	PUNCT
easat-2930	598	1	gravitating	gravitate	VERB
easat-2930	598	2	towards	towards	ADP
easat-2930	598	3	information	information	NOUN
easat-2930	598	4	society	society	NOUN
easat-2930	598	5	for	for	ADP
easat-2930	598	6	information	information	NOUN
easat-2930	598	7	security	security	NOUN
easat-2930	598	8	in	in	ADP
easat-2930	598	9	information	information	NOUN
easat-2930	598	10	systems	system	NOUN
easat-2930	598	11	:	:	PUNCT
easat-2930	598	12	a	a	DET
easat-2930	598	13	systematic	systematic	ADJ
easat-2930	598	14	prisma	prisma	NOUN
easat-2930	598	15	based	base	VERB
easat-2930	598	16	review	review	PROPN
easat-2930	598	17	.	.	PUNCT
easat-2930	599	1	pakistan	pakistan	PROPN
easat-2930	599	2	journal	journal	PROPN
easat-2930	599	3	of	of	ADP
easat-2930	599	4	life	life	NOUN
easat-2930	599	5	and	and	CCONJ
easat-2930	599	6	social	social	ADJ
easat-2930	599	7	sciences	science	NOUN
easat-2930	599	8	(	(	PUNCT
easat-2930	599	9	pjlss	pjlss	ADJ
easat-2930	599	10	)	)	PUNCT
easat-2930	599	11	,	,	PUNCT
easat-2930	599	12	22(1	22(1	NUM
easat-2930	599	13	)	)	PUNCT
easat-2930	599	14	.	.	PUNCT
easat-2930	600	1	https://doi.org/10.57239/pjlss-2024-22.1.0089	https://doi.org/10.57239/pjlss-2024-22.1.0089	PUNCT
easat-2930	600	2	[	[	X
easat-2930	600	3	79	79	NUM
easat-2930	600	4	]	]	X
easat-2930	600	5	rai	rai	PROPN
easat-2930	600	6	,	,	PUNCT
easat-2930	600	7	r.	r.	PROPN
easat-2930	600	8	,	,	PUNCT
easat-2930	600	9	rohilla	rohilla	NOUN
easat-2930	600	10	,	,	PUNCT
easat-2930	600	11	a.	a.	PROPN
easat-2930	600	12	,	,	PUNCT
easat-2930	600	13	&	&	CCONJ
easat-2930	600	14	rai	rai	PROPN
easat-2930	600	15	,	,	PUNCT
easat-2930	600	16	a.	a.	NOUN
easat-2930	600	17	(	(	PUNCT
easat-2930	600	18	2024	2024	NUM
easat-2930	600	19	)	)	PUNCT
easat-2930	600	20	.	.	PUNCT
easat-2930	601	1	impact	impact	NOUN
easat-2930	601	2	of	of	ADP
easat-2930	601	3	artificial	artificial	ADJ
easat-2930	601	4	intelligence	intelligence	NOUN
easat-2930	601	5	(	(	PUNCT
easat-2930	601	6	ai	ai	NOUN
easat-2930	601	7	)	)	PUNCT
easat-2930	601	8	and	and	CCONJ
easat-2930	601	9	machine	machine	NOUN
easat-2930	601	10	learning	learning	NOUN
easat-2930	601	11	(	(	PUNCT
easat-2930	601	12	ml	ml	NOUN
easat-2930	601	13	)	)	PUNCT
easat-2930	601	14	on	on	ADP
easat-2930	601	15	cloud	cloud	ADJ
easat-2930	601	16	security	security	NOUN
easat-2930	601	17	.	.	PUNCT
easat-2930	602	1	advances	advance	NOUN
easat-2930	602	2	in	in	ADP
easat-2930	602	3	information	information	NOUN
easat-2930	602	4	security	security	NOUN
easat-2930	602	5	,	,	PUNCT
easat-2930	602	6	privacy	privacy	NOUN
easat-2930	602	7	,	,	PUNCT
easat-2930	602	8	and	and	CCONJ
easat-2930	602	9	ethics	ethic	NOUN
easat-2930	602	10	,	,	PUNCT
easat-2930	602	11	111	111	NUM
easat-2930	602	12	-	-	SYM
easat-2930	602	13	124	124	NUM
easat-2930	602	14	.	.	PUNCT
easat-2930	603	1	https://doi.org/10.4018/979-8-3693-3249-8.ch006	https://doi.org/10.4018/979-8-3693-3249-8.ch006	PROPN
easat-2930	603	2	[	[	X
easat-2930	603	3	80	80	NUM
easat-2930	603	4	]	]	X
easat-2930	603	5	raj	raj	PROPN
easat-2930	603	6	,	,	PUNCT
easat-2930	603	7	p.	p.	NOUN
easat-2930	603	8	,	,	PUNCT
easat-2930	603	9	&	&	CCONJ
easat-2930	603	10	saundharya	saundharya	PROPN
easat-2930	603	11	thejaswini	thejaswini	PROPN
easat-2930	603	12	,	,	PUNCT
easat-2930	603	13	r.	r.	PROPN
easat-2930	603	14	(	(	PUNCT
easat-2930	603	15	2022	2022	NUM
easat-2930	603	16	)	)	PUNCT
easat-2930	603	17	.	.	PUNCT
easat-2930	604	1	machine	machine	NOUN
easat-2930	604	2	learning	learning	NOUN
easat-2930	604	3	(	(	PUNCT
easat-2930	604	4	ml	ml	NOUN
easat-2930	604	5	)	)	PUNCT
easat-2930	604	6	on	on	ADP
easat-2930	604	7	the	the	DET
easat-2930	604	8	internet	internet	NOUN
easat-2930	604	9	of	of	ADP
easat-2930	604	10	things	thing	NOUN
easat-2930	604	11	(	(	PUNCT
easat-2930	604	12	iot	iot	NOUN
easat-2930	604	13	)	)	PUNCT
easat-2930	604	14	streaming	streaming	NOUN
easat-2930	604	15	data	datum	NOUN
easat-2930	604	16	toward	toward	ADP
easat-2930	604	17	real	real	ADJ
easat-2930	604	18	-	-	PUNCT
easat-2930	604	19	time	time	NOUN
easat-2930	604	20	insights	insight	NOUN
easat-2930	604	21	.	.	PUNCT
easat-2930	605	1	streaming	streaming	NOUN
easat-2930	605	2	analytics	analytic	NOUN
easat-2930	605	3	:	:	PUNCT
easat-2930	605	4	concepts	concept	NOUN
easat-2930	605	5	,	,	PUNCT
easat-2930	605	6	architectures	architecture	NOUN
easat-2930	605	7	,	,	PUNCT
easat-2930	605	8	platforms	platform	NOUN
easat-2930	605	9	,	,	PUNCT
easat-2930	605	10	use	use	VERB
easat-2930	605	11	cases	case	NOUN
easat-2930	605	12	and	and	CCONJ
easat-2930	605	13	applications	application	NOUN
easat-2930	605	14	,	,	PUNCT
easat-2930	605	15	405	405	NUM
easat-2930	605	16	-	-	SYM
easat-2930	605	17	432	432	NUM
easat-2930	605	18	.	.	PUNCT
easat-2930	606	1	https://doi.org/10.1049/pbpc044e_ch18	https://doi.org/10.1049/pbpc044e_ch18	PROPN
easat-2930	606	2	[	[	X
easat-2930	606	3	81	81	NUM
easat-2930	606	4	]	]	PUNCT
easat-2930	606	5	reed	reed	NOUN
easat-2930	606	6	,	,	PUNCT
easat-2930	606	7	j.	j.	PROPN
easat-2930	606	8	,	,	PUNCT
easat-2930	606	9	&	&	CCONJ
easat-2930	606	10	macalla	macalla	PROPN
easat-2930	606	11	,	,	PUNCT
easat-2930	606	12	c.	c.	NOUN
easat-2930	606	13	(	(	PUNCT
easat-2930	606	14	2022	2022	NUM
easat-2930	606	15	)	)	PUNCT
easat-2930	606	16	.	.	PUNCT
easat-2930	607	1	how	how	SCONJ
easat-2930	607	2	much	much	ADV
easat-2930	607	3	better	well	ADJ
easat-2930	607	4	could	could	AUX
easat-2930	607	5	we	we	PRON
easat-2930	607	6	have	have	AUX
easat-2930	607	7	done	do	VERB
easat-2930	607	8	?	?	PUNCT
easat-2930	608	1	using	use	VERB
easat-2930	608	2	a	a	DET
easat-2930	608	3	time	time	NOUN
easat-2930	608	4	machine	machine	NOUN
easat-2930	608	5	method	method	NOUN
easat-2930	608	6	to	to	PART
easat-2930	608	7	quantify	quantify	VERB
easat-2930	608	8	the	the	DET
easat-2930	608	9	impact	impact	NOUN
easat-2930	608	10	of	of	ADP
easat-2930	608	11	incremental	incremental	ADJ
easat-2930	608	12	geologic	geologic	ADJ
easat-2930	608	13	data	datum	NOUN
easat-2930	608	14	on	on	ADP
easat-2930	608	15	machine	machine	NOUN
easat-2930	608	16	learning	learning	NOUN
easat-2930	608	17	forecast	forecast	NOUN
easat-2930	608	18	accuracy	accuracy	NOUN
easat-2930	608	19	.	.	PUNCT
easat-2930	609	1	proceedings	proceeding	NOUN
easat-2930	609	2	of	of	ADP
easat-2930	609	3	the	the	DET
easat-2930	609	4	10th	10th	ADJ
easat-2930	609	5	unconventional	unconventional	ADJ
easat-2930	609	6	resources	resource	NOUN
easat-2930	609	7	technology	technology	NOUN
easat-2930	609	8	conference	conference	NOUN
easat-2930	609	9	.	.	PUNCT
easat-2930	610	1	[	[	X
easat-2930	610	2	82	82	NUM
easat-2930	610	3	]	]	PUNCT
easat-2930	610	4	ringel	ringel	NOUN
easat-2930	610	5	,	,	PUNCT
easat-2930	610	6	s.	s.	PROPN
easat-2930	610	7	(	(	PUNCT
easat-2930	610	8	2023	2023	NUM
easat-2930	610	9	)	)	PUNCT
easat-2930	610	10	.	.	PUNCT
easat-2930	611	1	an	an	DET
easat-2930	611	2	ethnography	ethnography	NOUN
easat-2930	611	3	for	for	ADP
easat-2930	611	4	studying	study	VERB
easat-2930	611	5	hmc	hmc	PROPN
easat-2930	611	6	:	:	PUNCT
easat-2930	611	7	what	what	PRON
easat-2930	611	8	can	can	AUX
easat-2930	611	9	we	we	PRON
easat-2930	611	10	learn	learn	VERB
easat-2930	611	11	from	from	ADP
easat-2930	611	12	observing	observe	VERB
easat-2930	611	13	how	how	SCONJ
easat-2930	611	14	humans	human	NOUN
easat-2930	611	15	communicate	communicate	VERB
easat-2930	611	16	with	with	ADP
easat-2930	611	17	machines	machine	NOUN
easat-2930	611	18	?	?	PUNCT
easat-2930	612	1	the	the	DET
easat-2930	612	2	sage	sage	NOUN
easat-2930	612	3	handbook	handbook	NOUN
easat-2930	612	4	of	of	ADP
easat-2930	612	5	human	human	ADJ
easat-2930	612	6	–	–	PUNCT
easat-2930	612	7	machine	machine	NOUN
easat-2930	612	8	communication	communication	NOUN
easat-2930	612	9	,	,	PUNCT
easat-2930	612	10	236	236	NUM
easat-2930	612	11	-	-	SYM
easat-2930	612	12	242	242	NUM
easat-2930	612	13	.	.	PUNCT
easat-2930	613	1	https://doi.org/10.4135/9781529782783.n29	https://doi.org/10.4135/9781529782783.n29	NOUN
easat-2930	614	1	[	[	X
easat-2930	614	2	83	83	NUM
easat-2930	614	3	]	]	PUNCT
easat-2930	614	4	robledo	robledo	NOUN
easat-2930	614	5	,	,	PUNCT
easat-2930	614	6	s.	s.	PROPN
easat-2930	614	7	,	,	PUNCT
easat-2930	614	8	zuluaga	zuluaga	NOUN
easat-2930	614	9	,	,	PUNCT
easat-2930	614	10	m.	m.	NOUN
easat-2930	614	11	,	,	PUNCT
easat-2930	614	12	arbelaez	arbelaez	NOUN
easat-2930	614	13	echeverry	echeverry	NOUN
easat-2930	614	14	,	,	PUNCT
easat-2930	614	15	o.	o.	PROPN
easat-2930	614	16	,	,	PUNCT
easat-2930	614	17	&	&	CCONJ
easat-2930	614	18	valencia	valencia	PROPN
easat-2930	614	19	hernandez	hernandez	PROPN
easat-2930	614	20	,	,	PUNCT
easat-2930	614	21	l.	l.	PROPN
easat-2930	614	22	a.	a.	PROPN
easat-2930	614	23	(	(	PUNCT
easat-2930	614	24	2021	2021	NUM
easat-2930	614	25	)	)	PUNCT
easat-2930	614	26	.	.	PUNCT
easat-2930	615	1	tosr	tosr	ADJ
easat-2930	615	2	:	:	PUNCT
easat-2930	615	3	create	create	VERB
easat-2930	615	4	the	the	DET
easat-2930	615	5	tree	tree	NOUN
easat-2930	615	6	of	of	ADP
easat-2930	615	7	science	science	NOUN
easat-2930	615	8	from	from	ADP
easat-2930	615	9	wos	wos	NOUN
easat-2930	615	10	and	and	CCONJ
easat-2930	615	11	scopus	scopus	PROPN
easat-2930	615	12	.	.	PUNCT
easat-2930	616	1	cran	cran	PROPN
easat-2930	616	2	:	:	PUNCT
easat-2930	616	3	contributed	contribute	VERB
easat-2930	616	4	packages	package	NOUN
easat-2930	616	5	.	.	PUNCT
easat-2930	617	1	https://doi.org/10.32614/cran.package.tosr	https://doi.org/10.32614/cran.package.tosr	ADJ
easat-2930	618	1	[	[	X
easat-2930	618	2	84	84	NUM
easat-2930	618	3	]	]	PUNCT
easat-2930	618	4	rose	rise	VERB
easat-2930	618	5	,	,	PUNCT
easat-2930	618	6	j.	j.	PROPN
easat-2930	618	7	,	,	PUNCT
easat-2930	618	8	swann	swann	PROPN
easat-2930	618	9	,	,	PUNCT
easat-2930	618	10	m.	m.	NOUN
easat-2930	618	11	,	,	PUNCT
easat-2930	618	12	bendiab	bendiab	NOUN
easat-2930	618	13	,	,	PUNCT
easat-2930	618	14	g.	g.	PROPN
easat-2930	618	15	,	,	PUNCT
easat-2930	618	16	&	&	CCONJ
easat-2930	618	17	shiaeles	shiaele	NOUN
easat-2930	618	18	,	,	PUNCT
easat-2930	618	19	s.	s.	PROPN
easat-2930	618	20	(	(	PUNCT
easat-2930	618	21	2022	2022	NUM
easat-2930	618	22	)	)	PUNCT
easat-2930	618	23	.	.	PUNCT
easat-2930	619	1	5	5	X
easat-2930	619	2	.	.	X
easat-2930	619	3	cyber	cyber	NOUN
easat-2930	619	4	-	-	PUNCT
easat-2930	619	5	threat	threat	NOUN
easat-2930	619	6	detection	detection	NOUN
easat-2930	619	7	in	in	ADP
easat-2930	619	8	the	the	DET
easat-2930	619	9	iot	iot	NOUN
easat-2930	619	10	.	.	PUNCT
easat-2930	619	11	security	security	NOUN
easat-2930	619	12	technologies	technology	NOUN
easat-2930	619	13	and	and	CCONJ
easat-2930	619	14	methods	method	NOUN
easat-2930	619	15	for	for	ADP
easat-2930	619	16	advanced	advanced	ADJ
easat-2930	619	17	cyber	cyber	NOUN
easat-2930	619	18	threat	threat	NOUN
easat-2930	619	19	intelligence	intelligence	NOUN
easat-2930	619	20	,	,	PUNCT
easat-2930	619	21	detection	detection	NOUN
easat-2930	619	22	and	and	CCONJ
easat-2930	619	23	mitigation	mitigation	NOUN
easat-2930	619	24	.	.	PUNCT
easat-2930	620	1	https://doi.org/10.1561/9781680838350.ch5	https://doi.org/10.1561/9781680838350.ch5	NOUN
easat-2930	620	2	[	[	X
easat-2930	620	3	85	85	NUM
easat-2930	620	4	]	]	X
easat-2930	620	5	sabarmathi	sabarmathi	NOUN
easat-2930	620	6	,	,	PUNCT
easat-2930	620	7	g.	g.	PROPN
easat-2930	620	8	,	,	PUNCT
easat-2930	620	9	&	&	CCONJ
easat-2930	620	10	chinnaiyan	chinnaiyan	PROPN
easat-2930	620	11	,	,	PUNCT
easat-2930	620	12	r.	r.	PROPN
easat-2930	620	13	(	(	PUNCT
easat-2930	620	14	2021	2021	NUM
easat-2930	620	15	)	)	PUNCT
easat-2930	620	16	.	.	PUNCT
easat-2930	621	1	machine	machine	NOUN
easat-2930	621	2	learning	learn	VERB
easat-2930	621	3	approaches	approach	NOUN
easat-2930	621	4	in	in	ADP
easat-2930	621	5	big	big	ADJ
easat-2930	621	6	data	datum	NOUN
easat-2930	621	7	analytics	analytic	NOUN
easat-2930	621	8	optimization	optimization	NOUN
easat-2930	621	9	for	for	ADP
easat-2930	621	10	wireless	wireless	ADJ
easat-2930	621	11	sensor	sensor	NOUN
easat-2930	621	12	networks	network	NOUN
easat-2930	621	13	.	.	PUNCT
easat-2930	622	1	machine	machine	NOUN
easat-2930	622	2	learning	learning	NOUN
easat-2930	622	3	and	and	CCONJ
easat-2930	622	4	deep	deep	ADJ
easat-2930	622	5	learning	learning	NOUN
easat-2930	622	6	techniques	technique	NOUN
easat-2930	622	7	in	in	ADP
easat-2930	622	8	wireless	wireless	ADJ
easat-2930	622	9	and	and	CCONJ
easat-2930	622	10	mobile	mobile	ADJ
easat-2930	622	11	networking	networking	NOUN
easat-2930	622	12	systems	system	NOUN
easat-2930	622	13	,	,	PUNCT
easat-2930	622	14	79	79	NUM
easat-2930	622	15	-	-	SYM
easat-2930	622	16	95	95	NUM
easat-2930	622	17	.	.	PUNCT
easat-2930	623	1	https://doi.org/10.1201/9781003107477-5	https://doi.org/10.1201/9781003107477-5	VERB
easat-2930	623	2	[	[	X
easat-2930	623	3	86	86	NUM
easat-2930	623	4	]	]	X
easat-2930	623	5	sah	sah	NOUN
easat-2930	623	6	,	,	PUNCT
easat-2930	623	7	a.	a.	PROPN
easat-2930	623	8	k.	k.	PROPN
easat-2930	623	9	,	,	PUNCT
easat-2930	623	10	&	&	CCONJ
easat-2930	623	11	abulaish	abulaish	ADJ
easat-2930	623	12	,	,	PUNCT
easat-2930	623	13	m.	m.	NOUN
easat-2930	623	14	(	(	PUNCT
easat-2930	623	15	2024	2024	NUM
easat-2930	623	16	)	)	PUNCT
easat-2930	623	17	.	.	PUNCT
easat-2930	624	1	deepckid	deepckid	PROPN
easat-2930	624	2	:	:	PUNCT
easat-2930	624	3	a	a	DET
easat-2930	624	4	multi	multi	ADJ
easat-2930	624	5	-	-	ADJ
easat-2930	624	6	head	head	ADJ
easat-2930	624	7	attention	attention	NOUN
easat-2930	624	8	-	-	PUNCT
easat-2930	624	9	based	base	VERB
easat-2930	624	10	deep	deep	ADJ
easat-2930	624	11	neural	neural	ADJ
easat-2930	624	12	network	network	NOUN
easat-2930	624	13	model	model	NOUN
easat-2930	624	14	leveraging	leverage	VERB
easat-2930	624	15	classwise	classwise	NOUN
easat-2930	624	16	knowledge	knowledge	NOUN
easat-2930	624	17	to	to	PART
easat-2930	624	18	handle	handle	VERB
easat-2930	624	19	imbalanced	imbalanced	ADJ
easat-2930	624	20	textual	textual	ADJ
easat-2930	624	21	data	datum	NOUN
easat-2930	624	22	.	.	PUNCT
easat-2930	625	1	machine	machine	NOUN
easat-2930	625	2	learning	learn	VERB
easat-2930	625	3	with	with	ADP
easat-2930	625	4	applications	application	NOUN
easat-2930	625	5	,	,	PUNCT
easat-2930	625	6	17	17	NUM
easat-2930	625	7	,	,	PUNCT
easat-2930	625	8	100575	100575	NUM
easat-2930	625	9	.	.	PUNCT
easat-2930	626	1	https://doi.org/10.1016/j.mlwa.2024.100575	https://doi.org/10.1016/j.mlwa.2024.100575	PRON
easat-2930	626	2	[	[	PUNCT
easat-2930	626	3	87	87	NUM
easat-2930	626	4	]	]	SYM
easat-2930	626	5	shanmugam	shanmugam	NOUN
easat-2930	626	6	,	,	PUNCT
easat-2930	626	7	l.	l.	PROPN
easat-2930	626	8	,	,	PUNCT
easat-2930	626	9	tillu	tillu	PROPN
easat-2930	626	10	,	,	PUNCT
easat-2930	626	11	r.	r.	PROPN
easat-2930	626	12	,	,	PUNCT
easat-2930	626	13	&	&	CCONJ
easat-2930	626	14	jangoan	jangoan	PROPN
easat-2930	626	15	,	,	PUNCT
easat-2930	626	16	s.	s.	PROPN
easat-2930	626	17	(	(	PUNCT
easat-2930	626	18	2023	2023	NUM
easat-2930	626	19	)	)	PUNCT
easat-2930	626	20	.	.	PUNCT
easat-2930	627	1	privacy	privacy	NOUN
easat-2930	627	2	-	-	PUNCT
easat-2930	627	3	preserving	preserve	VERB
easat-2930	627	4	ai	ai	NOUN
easat-2930	627	5	/	/	SYM
easat-2930	627	6	ml	ml	NOUN
easat-2930	627	7	application	application	NOUN
easat-2930	627	8	architectures	architecture	NOUN
easat-2930	627	9	:	:	PUNCT
easat-2930	627	10	techniques	technique	NOUN
easat-2930	627	11	,	,	PUNCT
easat-2930	627	12	tradeoffs	tradeoff	NOUN
easat-2930	627	13	,	,	PUNCT
easat-2930	627	14	and	and	CCONJ
easat-2930	627	15	case	case	NOUN
easat-2930	627	16	studies	study	NOUN
easat-2930	627	17	.	.	PUNCT
easat-2930	628	1	journal	journal	PROPN
easat-2930	628	2	of	of	ADP
easat-2930	628	3	knowledge	knowledge	NOUN
easat-2930	628	4	learning	learning	NOUN
easat-2930	628	5	and	and	CCONJ
easat-2930	628	6	science	science	NOUN
easat-2930	628	7	technology	technology	PROPN
easat-2930	628	8	issn	issn	PROPN
easat-2930	628	9	:	:	PUNCT
easat-2930	628	10	2959	2959	NUM
easat-2930	628	11	-	-	SYM
easat-2930	628	12	6386	6386	NUM
easat-2930	628	13	(	(	PUNCT
easat-2930	628	14	online	online	NOUN
easat-2930	628	15	)	)	PUNCT
easat-2930	628	16	,	,	PUNCT
easat-2930	628	17	2(2	2(2	NUM
easat-2930	628	18	)	)	PUNCT
easat-2930	628	19	,	,	PUNCT
easat-2930	628	20	398	398	NUM
easat-2930	628	21	-	-	SYM
easat-2930	628	22	420	420	NUM
easat-2930	628	23	.	.	PUNCT
easat-2930	629	1	https://doi.org/10.60087/jklst.vol2.n2.p420	https://doi.org/10.60087/jklst.vol2.n2.p420	NOUN
easat-2930	630	1	[	[	X
easat-2930	630	2	88	88	NUM
easat-2930	630	3	]	]	PUNCT
easat-2930	630	4	singhal	singhal	PROPN
easat-2930	630	5	,	,	PUNCT
easat-2930	630	6	s.	s.	PROPN
easat-2930	630	7	(	(	PUNCT
easat-2930	630	8	2024	2024	NUM
easat-2930	630	9	)	)	PUNCT
easat-2930	630	10	.	.	PUNCT
easat-2930	631	1	data	data	PROPN
easat-2930	631	2	privacy	privacy	NOUN
easat-2930	631	3	,	,	PUNCT
easat-2930	631	4	compliance	compliance	NOUN
easat-2930	631	5	,	,	PUNCT
easat-2930	631	6	and	and	CCONJ
easat-2930	631	7	security	security	NOUN
easat-2930	631	8	including	include	VERB
easat-2930	631	9	ai	ai	PROPN
easat-2930	631	10	ml	ml	NOUN
easat-2930	631	11	.	.	PUNCT
easat-2930	631	12	advances	advance	NOUN
easat-2930	631	13	in	in	ADP
easat-2930	631	14	systems	system	NOUN
easat-2930	631	15	analysis	analysis	NOUN
easat-2930	631	16	,	,	PUNCT
easat-2930	631	17	software	software	NOUN
easat-2930	631	18	engineering	engineering	NOUN
easat-2930	631	19	,	,	PUNCT
easat-2930	631	20	and	and	CCONJ
easat-2930	631	21	high	high	ADJ
easat-2930	631	22	performance	performance	NOUN
easat-2930	631	23	computing	computing	NOUN
easat-2930	631	24	,	,	PUNCT
easat-2930	631	25	111	111	NUM
easat-2930	631	26	-	-	SYM
easat-2930	631	27	126	126	NUM
easat-2930	631	28	.	.	PUNCT
easat-2930	632	1	https://doi.org/10.4018/979-8-3693-2909-2.ch009	https://doi.org/10.4018/979-8-3693-2909-2.ch009	NOUN
easat-2930	633	1	[	[	X
easat-2930	633	2	89	89	NUM
easat-2930	633	3	]	]	PUNCT
easat-2930	633	4	slathia	slathia	PROPN
easat-2930	633	5	,	,	PUNCT
easat-2930	633	6	h.	h.	PROPN
easat-2930	633	7	,	,	PUNCT
easat-2930	633	8	bakshi	bakshi	PROPN
easat-2930	633	9	,	,	PUNCT
easat-2930	633	10	v.	v.	PROPN
easat-2930	633	11	,	,	PUNCT
easat-2930	633	12	&	&	CCONJ
easat-2930	633	13	sharma	sharma	PROPN
easat-2930	633	14	,	,	PUNCT
easat-2930	633	15	p.	p.	NOUN
easat-2930	633	16	(	(	PUNCT
easat-2930	633	17	2024	2024	NUM
easat-2930	633	18	)	)	PUNCT
easat-2930	633	19	.	.	PUNCT
easat-2930	634	1	machine	machine	NOUN
easat-2930	634	2	learning	learn	VERB
easat-2930	634	3	innovations	innovation	NOUN
easat-2930	634	4	in	in	ADP
easat-2930	634	5	polycystic	polycystic	ADJ
easat-2930	634	6	ovarian	ovarian	ADJ
easat-2930	634	7	syndrome	syndrome	NOUN
easat-2930	634	8	diagnosis	diagnosis	NOUN
easat-2930	634	9	:	:	PUNCT
easat-2930	634	10	a	a	DET
easat-2930	634	11	comprehensive	comprehensive	ADJ
easat-2930	634	12	review	review	NOUN
easat-2930	634	13	.	.	PUNCT
easat-2930	635	1	lecture	lecture	NOUN
easat-2930	635	2	notes	note	NOUN
easat-2930	635	3	in	in	ADP
easat-2930	635	4	networks	network	NOUN
easat-2930	635	5	and	and	CCONJ
easat-2930	635	6	systems	system	NOUN
easat-2930	635	7	,	,	PUNCT
easat-2930	635	8	603	603	NUM
easat-2930	635	9	-	-	SYM
easat-2930	635	10	617	617	NUM
easat-2930	635	11	.	.	PUNCT
easat-2930	636	1	https://doi.org/10.1007/978-981-97-2550-2_43	https://doi.org/10.1007/978-981-97-2550-2_43	NUM
easat-2930	637	1	[	[	X
easat-2930	637	2	90	90	NUM
easat-2930	637	3	]	]	SYM
easat-2930	637	4	son	son	NOUN
easat-2930	637	5	,	,	PUNCT
easat-2930	637	6	n.	n.	PROPN
easat-2930	637	7	t.	t.	PROPN
easat-2930	637	8	,	,	PUNCT
easat-2930	637	9	van	van	PROPN
easat-2930	637	10	bien	bien	PROPN
easat-2930	637	11	,	,	PUNCT
easat-2930	637	12	n.	n.	NOUN
easat-2930	637	13	,	,	PUNCT
easat-2930	637	14	quynh	quynh	NOUN
easat-2930	637	15	,	,	PUNCT
easat-2930	637	16	n.	n.	PROPN
easat-2930	637	17	h.	h.	PROPN
easat-2930	637	18	,	,	PUNCT
easat-2930	637	19	&	&	CCONJ
easat-2930	637	20	tho	tho	PROPN
easat-2930	637	21	,	,	PUNCT
easat-2930	637	22	c.	c.	PROPN
easat-2930	637	23	c.	c.	PROPN
easat-2930	637	24	(	(	PUNCT
easat-2930	637	25	2022	2022	NUM
easat-2930	637	26	)	)	PUNCT
easat-2930	637	27	.	.	PUNCT
easat-2930	638	1	machine	machine	NOUN
easat-2930	638	2	learning	learning	NOUN
easat-2930	638	3	based	base	VERB
easat-2930	638	4	admission	admission	NOUN
easat-2930	638	5	data	datum	NOUN
easat-2930	638	6	processing	processing	NOUN
easat-2930	638	7	for	for	ADP
easat-2930	638	8	early	early	ADJ
easat-2930	638	9	forecasting	forecasting	NOUN
easat-2930	638	10	students	student	NOUN
easat-2930	638	11	'	'	PART
easat-2930	638	12	learning	learn	VERB
easat-2930	638	13	outcomes	outcome	NOUN
easat-2930	638	14	.	.	PUNCT
easat-2930	639	1	international	international	ADJ
easat-2930	639	2	journal	journal	PROPN
easat-2930	639	3	of	of	ADP
easat-2930	639	4	data	datum	NOUN
easat-2930	639	5	warehousing	warehousing	NOUN
easat-2930	639	6	and	and	CCONJ
easat-2930	639	7	mining	mining	NOUN
easat-2930	639	8	,	,	PUNCT
easat-2930	639	9	18(1	18(1	NUM
easat-2930	639	10	)	)	PUNCT
easat-2930	639	11	,	,	PUNCT
easat-2930	639	12	1	1	NUM
easat-2930	639	13	-	-	SYM
easat-2930	639	14	15	15	NUM
easat-2930	639	15	.	.	PUNCT
easat-2930	640	1	https://doi.org/10.4018/ijdwm.313585	https://doi.org/10.4018/ijdwm.313585	X
easat-2930	640	2	[	[	X
easat-2930	640	3	91	91	NUM
easat-2930	640	4	]	]	PUNCT
easat-2930	640	5	sundaram	sundaram	PROPN
easat-2930	640	6	nanhay	nanhay	PROPN
easat-2930	640	7	singh	singh	PROPN
easat-2930	640	8	,	,	PUNCT
easat-2930	640	9	s.	s.	PROPN
easat-2930	640	10	(	(	PUNCT
easat-2930	640	11	2023	2023	NUM
easat-2930	640	12	)	)	PUNCT
easat-2930	640	13	.	.	PUNCT
easat-2930	641	1	financial	financial	ADJ
easat-2930	641	2	fraud	fraud	NOUN
easat-2930	641	3	detection	detection	NOUN
easat-2930	641	4	of	of	ADP
easat-2930	641	5	digital	digital	ADJ
easat-2930	641	6	transaction	transaction	NOUN
easat-2930	641	7	using	use	VERB
easat-2930	641	8	artificial	artificial	ADJ
easat-2930	641	9	intelligence	intelligence	NOUN
easat-2930	641	10	&	&	CCONJ
easat-2930	641	11	machine	machine	PROPN
easat-2930	641	12	learning	learning	PROPN
easat-2930	641	13	.	.	PUNCT
easat-2930	642	1	international	international	ADJ
easat-2930	642	2	journal	journal	PROPN
easat-2930	642	3	of	of	ADP
easat-2930	642	4	science	science	NOUN
easat-2930	642	5	and	and	CCONJ
easat-2930	642	6	research	research	NOUN
easat-2930	642	7	(	(	PUNCT
easat-2930	642	8	ijsr	ijsr	NOUN
easat-2930	642	9	)	)	PUNCT
easat-2930	642	10	,	,	PUNCT
easat-2930	642	11	12(4	12(4	NUM
easat-2930	642	12	)	)	PUNCT
easat-2930	642	13	,	,	PUNCT
easat-2930	642	14	125	125	NUM
easat-2930	642	15	-	-	SYM
easat-2930	642	16	129	129	NUM
easat-2930	642	17	.	.	PUNCT
easat-2930	643	1	https://doi.org/10.21275/sr23329162725	https://doi.org/10.21275/sr23329162725	PROPN
easat-2930	644	1	[	[	X
easat-2930	644	2	92	92	NUM
easat-2930	644	3	]	]	X
easat-2930	644	4	uddin	uddin	PROPN
easat-2930	644	5	,	,	PUNCT
easat-2930	644	6	k.	k.	PROPN
easat-2930	644	7	s.	s.	PROPN
easat-2930	644	8	,	,	PUNCT
easat-2930	644	9	bhuiyan	bhuiyan	PROPN
easat-2930	644	10	,	,	PUNCT
easat-2930	644	11	m.	m.	PROPN
easat-2930	644	12	r.	r.	PROPN
easat-2930	644	13	i.	i.	PROPN
easat-2930	644	14	,	,	PUNCT
easat-2930	644	15	&	&	CCONJ
easat-2930	644	16	hamid	hamid	PROPN
easat-2930	644	17	,	,	PUNCT
easat-2930	644	18	m.	m.	NOUN
easat-2930	644	19	(	(	PUNCT
easat-2930	644	20	2024	2024	NUM
easat-2930	644	21	)	)	PUNCT
easat-2930	644	22	.	.	PUNCT
easat-2930	645	1	perception	perception	NOUN
easat-2930	645	2	towards	towards	ADP
easat-2930	645	3	the	the	DET
easat-2930	645	4	acceptance	acceptance	NOUN
easat-2930	645	5	of	of	ADP
easat-2930	645	6	digital	digital	ADJ
easat-2930	645	7	health	health	NOUN
easat-2930	645	8	services	service	NOUN
easat-2930	645	9	among	among	ADP
easat-2930	645	10	the	the	DET
easat-2930	645	11	people	people	NOUN
easat-2930	645	12	of	of	ADP
easat-2930	645	13	bangladesh	bangladesh	PROPN
easat-2930	645	14	.	.	PUNCT
easat-2930	646	1	wseas	wseas	VERB
easat-2930	646	2	transactions	transaction	NOUN
easat-2930	646	3	on	on	ADP
easat-2930	646	4	business	business	NOUN
easat-2930	646	5	and	and	CCONJ
easat-2930	646	6	economics	economic	NOUN
easat-2930	646	7	,	,	PUNCT
easat-2930	646	8	21:1557	21:1557	NOUN
easat-2930	646	9	-	-	SYM
easat-2930	646	10	1570	1570	NUM
easat-2930	646	11	https://doi.org/10.37394/23207.2024.21.127	https://doi.org/10.37394/23207.2024.21.127	NOUN
easat-2930	647	1	[	[	X
easat-2930	647	2	93	93	NUM
easat-2930	647	3	]	]	PUNCT
easat-2930	647	4	varma	varma	PROPN
easat-2930	647	5	,	,	PUNCT
easat-2930	647	6	a.	a.	PROPN
easat-2930	647	7	,	,	PUNCT
easat-2930	647	8	kumar	kumar	PROPN
easat-2930	647	9	,	,	PUNCT
easat-2930	647	10	a.	a.	NOUN
easat-2930	647	11	t.	t.	PROPN
easat-2930	647	12	,	,	PUNCT
easat-2930	647	13	&	&	CCONJ
easat-2930	647	14	b	b	PROPN
easat-2930	647	15	,	,	PUNCT
easat-2930	647	16	y.	y.	PROPN
easat-2930	647	17	(	(	PUNCT
easat-2930	647	18	2024	2024	NUM
easat-2930	647	19	)	)	PUNCT
easat-2930	647	20	.	.	PUNCT
easat-2930	648	1	detection	detection	NOUN
easat-2930	648	2	and	and	CCONJ
easat-2930	648	3	prevention	prevention	NOUN
easat-2930	648	4	of	of	ADP
easat-2930	648	5	distributed	distribute	VERB
easat-2930	648	6	denial	denial	NOUN
easat-2930	648	7	of	of	ADP
easat-2930	648	8	service	service	NOUN
easat-2930	648	9	(	(	PUNCT
easat-2930	648	10	ddos	ddo	NOUN
easat-2930	648	11	)	)	PUNCT
easat-2930	648	12	attacks	attack	NOUN
easat-2930	648	13	using	use	VERB
easat-2930	648	14	machine	machine	NOUN
easat-2930	648	15	learning	learning	NOUN
easat-2930	648	16	techniques	technique	NOUN
easat-2930	648	17	.	.	PUNCT
easat-2930	649	1	2024	2024	NUM
easat-2930	649	2	2nd	2nd	ADJ
easat-2930	649	3	international	international	ADJ
easat-2930	649	4	conference	conference	NOUN
easat-2930	649	5	on	on	ADP
easat-2930	649	6	networking	networking	NOUN
easat-2930	649	7	and	and	CCONJ
easat-2930	649	8	communications	communication	NOUN
easat-2930	649	9	(	(	PUNCT
easat-2930	649	10	icnwc	icnwc	NOUN
easat-2930	649	11	)	)	PUNCT
easat-2930	649	12	,	,	PUNCT
easat-2930	649	13	1	1	NUM
easat-2930	649	14	-	-	SYM
easat-2930	649	15	5	5	NUM
easat-2930	649	16	.	.	PUNCT
easat-2930	649	17	https://doi.org/10.1109/icnwc60771.2024.10537405	https://doi.org/10.1109/icnwc60771.2024.10537405	PROPN
easat-2930	650	1	[	[	X
easat-2930	650	2	94	94	NUM
easat-2930	650	3	]	]	X
easat-2930	650	4	wang	wang	PROPN
easat-2930	650	5	,	,	PUNCT
easat-2930	650	6	t.	t.	PROPN
easat-2930	650	7	,	,	PUNCT
easat-2930	650	8	reiffsteck	reiffsteck	NOUN
easat-2930	650	9	,	,	PUNCT
easat-2930	650	10	p.	p.	NOUN
easat-2930	650	11	,	,	PUNCT
easat-2930	650	12	chevalier	chevalier	NOUN
easat-2930	650	13	,	,	PUNCT
easat-2930	650	14	c.	c.	PROPN
easat-2930	650	15	,	,	PUNCT
easat-2930	650	16	chen	chen	PROPN
easat-2930	650	17	,	,	PUNCT
easat-2930	650	18	c.	c.	PROPN
easat-2930	650	19	,	,	PUNCT
easat-2930	650	20	&	&	CCONJ
easat-2930	650	21	schmidt	schmidt	PROPN
easat-2930	650	22	,	,	PUNCT
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easat-2930	650	24	(	(	PUNCT
easat-2930	650	25	2023	2023	NUM
easat-2930	650	26	)	)	PUNCT
easat-2930	650	27	.	.	PUNCT
easat-2930	651	1	machine	machine	NOUN
easat-2930	651	2	learning	learning	NOUN
easat-2930	651	3	(	(	PUNCT
easat-2930	651	4	ml	ml	NOUN
easat-2930	651	5	)	)	PUNCT
easat-2930	651	6	based	base	VERB
easat-2930	651	7	predictive	predictive	ADJ
easat-2930	651	8	maintenance	maintenance	NOUN
easat-2930	651	9	policy	policy	NOUN
easat-2930	651	10	for	for	ADP
easat-2930	651	11	bridges	bridge	NOUN
easat-2930	651	12	crossing	crossing	NOUN
easat-2930	651	13	waterways	waterway	NOUN
easat-2930	651	14	.	.	PUNCT
easat-2930	652	1	transportation	transportation	NOUN
easat-2930	652	2	research	research	NOUN
easat-2930	652	3	procedia	procedia	NOUN
easat-2930	652	4	,	,	PUNCT
easat-2930	652	5	72	72	NUM
easat-2930	652	6	,	,	PUNCT
easat-2930	652	7	1037	1037	NUM
easat-2930	652	8	-	-	SYM
easat-2930	652	9	1044	1044	NUM
easat-2930	652	10	.	.	PUNCT
easat-2930	653	1	https://doi.org/10.1016/j.trpro.2023.11.533	https://doi.org/10.1016/j.trpro.2023.11.533	PROPN
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easat-2930	653	4	]	]	X
easat-2930	653	5	watanabe	watanabe	PROPN
easat-2930	653	6	,	,	PUNCT
easat-2930	653	7	r.	r.	PROPN
easat-2930	653	8	,	,	PUNCT
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easat-2930	653	10	,	,	PUNCT
easat-2930	653	11	t.	t.	PROPN
easat-2930	653	12	,	,	PUNCT
easat-2930	653	13	kubota	kubota	PROPN
easat-2930	653	14	,	,	PUNCT
easat-2930	653	15	a.	a.	PROPN
easat-2930	653	16	,	,	PUNCT
easat-2930	653	17	&	&	CCONJ
easat-2930	653	18	urakawa	urakawa	PROPN
easat-2930	653	19	,	,	PUNCT
easat-2930	653	20	j.	j.	PROPN
easat-2930	653	21	(	(	PUNCT
easat-2930	653	22	2023	2023	NUM
easat-2930	653	23	)	)	PUNCT
easat-2930	653	24	.	.	PUNCT
easat-2930	654	1	machine	machine	NOUN
easat-2930	654	2	learning	learning	NOUN
easat-2930	654	3	based	base	VERB
easat-2930	654	4	prediction	prediction	NOUN
easat-2930	654	5	of	of	ADP
easat-2930	654	6	vulnerability	vulnerability	NOUN
easat-2930	654	7	information	information	NOUN
easat-2930	654	8	subject	subject	ADJ
easat-2930	654	9	to	to	ADP
easat-2930	654	10	a	a	DET
easat-2930	654	11	security	security	NOUN
easat-2930	654	12	alert	alert	NOUN
easat-2930	654	13	.	.	PUNCT
easat-2930	655	1	proceedings	proceeding	NOUN
easat-2930	655	2	of	of	ADP
easat-2930	655	3	the	the	DET
easat-2930	655	4	9th	9th	ADJ
easat-2930	655	5	international	international	ADJ
easat-2930	655	6	conference	conference	NOUN
easat-2930	655	7	on	on	ADP
easat-2930	655	8	information	information	NOUN
easat-2930	655	9	systems	system	NOUN
easat-2930	655	10	security	security	NOUN
easat-2930	655	11	and	and	CCONJ
easat-2930	655	12	privacy	privacy	NOUN
easat-2930	655	13	,	,	PUNCT
easat-2930	655	14	313	313	NUM
easat-2930	655	15	-	-	SYM
easat-2930	655	16	320	320	NUM
easat-2930	655	17	.	.	PUNCT
easat-2930	656	1	[	[	X
easat-2930	656	2	96	96	NUM
easat-2930	656	3	]	]	X
easat-2930	656	4	xiao	xiao	PROPN
easat-2930	656	5	,	,	PUNCT
easat-2930	656	6	p.	p.	NOUN
easat-2930	656	7	(	(	PUNCT
easat-2930	656	8	2023	2023	NUM
easat-2930	656	9	)	)	PUNCT
easat-2930	656	10	.	.	PUNCT
easat-2930	657	1	malware	malware	NOUN
easat-2930	657	2	cyber	cyber	NOUN
easat-2930	657	3	threat	threat	NOUN
easat-2930	657	4	intelligence	intelligence	NOUN
easat-2930	657	5	system	system	NOUN
easat-2930	657	6	for	for	ADP
easat-2930	657	7	internet	internet	NOUN
easat-2930	657	8	of	of	ADP
easat-2930	657	9	things	thing	NOUN
easat-2930	657	10	(	(	PUNCT
easat-2930	657	11	iot	iot	NOUN
easat-2930	657	12	)	)	PUNCT
easat-2930	657	13	using	use	VERB
easat-2930	657	14	machine	machine	NOUN
easat-2930	657	15	learning	learning	NOUN
easat-2930	657	16	.	.	PUNCT
easat-2930	658	1	journal	journal	PROPN
easat-2930	658	2	of	of	ADP
easat-2930	658	3	cyber	cyber	PROPN
easat-2930	658	4	security	security	NOUN
easat-2930	658	5	and	and	CCONJ
easat-2930	658	6	mobility	mobility	NOUN
easat-2930	658	7	.	.	PUNCT
easat-2930	659	1	https://doi.org/10.13052/jcsm2245-1439.1313	https://doi.org/10.13052/jcsm2245-1439.1313	X
easat-2930	660	1	[	[	X
easat-2930	660	2	97	97	NUM
easat-2930	660	3	]	]	SYM
easat-2930	660	4	yang	yang	PROPN
easat-2930	660	5	,	,	PUNCT
easat-2930	660	6	s.	s.	PROPN
easat-2930	660	7	,	,	PUNCT
easat-2930	660	8	lee	lee	PROPN
easat-2930	660	9	,	,	PUNCT
easat-2930	660	10	j.	j.	PROPN
easat-2930	660	11	,	,	PUNCT
easat-2930	660	12	sezgin	sezgin	PROPN
easat-2930	660	13	,	,	PUNCT
easat-2930	660	14	e.	e.	PROPN
easat-2930	660	15	,	,	PUNCT
easat-2930	660	16	bridge	bridge	PROPN
easat-2930	660	17	,	,	PUNCT
easat-2930	660	18	j.	j.	PROPN
easat-2930	660	19	,	,	PUNCT
easat-2930	660	20	&	&	CCONJ
easat-2930	660	21	lin	lin	PROPN
easat-2930	660	22	,	,	PUNCT
easat-2930	660	23	s.	s.	PROPN
easat-2930	660	24	(	(	PUNCT
easat-2930	660	25	2021	2021	NUM
easat-2930	660	26	)	)	PUNCT
easat-2930	660	27	.	.	PUNCT
easat-2930	661	1	clinical	clinical	ADJ
easat-2930	661	2	advice	advice	NOUN
easat-2930	661	3	by	by	ADP
easat-2930	661	4	voice	voice	NOUN
easat-2930	661	5	assistants	assistant	NOUN
easat-2930	661	6	on	on	ADP
easat-2930	661	7	postpartum	postpartum	NOUN
easat-2930	661	8	depression	depression	NOUN
easat-2930	661	9	:	:	PUNCT
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easat-2930	661	11	-	-	ADJ
easat-2930	661	12	sectional	sectional	ADJ
easat-2930	661	13	investigation	investigation	NOUN
easat-2930	661	14	using	use	VERB
easat-2930	661	15	apple	apple	NOUN
easat-2930	661	16	siri	siri	NOUN
easat-2930	661	17	,	,	PUNCT
easat-2930	661	18	amazon	amazon	PROPN
easat-2930	661	19	alexa	alexa	PROPN
easat-2930	661	20	,	,	PUNCT
easat-2930	661	21	google	google	PROPN
easat-2930	661	22	assistant	assistant	NOUN
easat-2930	661	23	,	,	PUNCT
easat-2930	661	24	and	and	CCONJ
easat-2930	661	25	microsoft	microsoft	PROPN
easat-2930	661	26	cortana	cortana	PROPN
easat-2930	661	27	.	.	PUNCT
easat-2930	662	1	jmir	jmir	PROPN
easat-2930	662	2	mhealth	mhealth	PROPN
easat-2930	662	3	and	and	CCONJ
easat-2930	662	4	uhealth	uhealth	NOUN
easat-2930	662	5	,	,	PUNCT
easat-2930	662	6	9(1	9(1	NUM
easat-2930	662	7	)	)	PUNCT
easat-2930	662	8	,	,	PUNCT
easat-2930	662	9	e24045	e24045	ADJ
easat-2930	662	10	.	.	PUNCT
easat-2930	663	1	https://doi.org/10.2196/24045	https://doi.org/10.2196/24045	X
easat-2930	664	1	[	[	X
easat-2930	664	2	98	98	NUM
easat-2930	664	3	]	]	X
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easat-2930	664	5	,	,	PUNCT
easat-2930	664	6	n.	n.	PROPN
easat-2930	664	7	,	,	PUNCT
easat-2930	664	8	thomas	thomas	PROPN
easat-2930	664	9	,	,	PUNCT
easat-2930	664	10	d.	d.	PROPN
easat-2930	664	11	,	,	PUNCT
easat-2930	664	12	kurian	kurian	PROPN
easat-2930	664	13	,	,	PUNCT
easat-2930	664	14	v.	v.	PROPN
easat-2930	664	15	g.	g.	PROPN
easat-2930	664	16	,	,	PUNCT
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easat-2930	664	18	,	,	PUNCT
easat-2930	664	19	c.	c.	PROPN
easat-2930	664	20	,	,	PUNCT
easat-2930	664	21	&	&	CCONJ
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easat-2930	664	23	,	,	PUNCT
easat-2930	664	24	a.	a.	PROPN
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easat-2930	664	26	(	(	PUNCT
easat-2930	664	27	2024	2024	NUM
easat-2930	664	28	)	)	PUNCT
easat-2930	664	29	.	.	PUNCT
easat-2930	665	1	are	be	AUX
easat-2930	665	2	machine	machine	NOUN
easat-2930	665	3	learning	learning	NOUN
easat-2930	665	4	models	model	NOUN
easat-2930	665	5	effective	effective	ADJ
easat-2930	665	6	in	in	ADP
easat-2930	665	7	predicting	predict	VERB
easat-2930	665	8	emerging	emerge	VERB
easat-2930	665	9	markets	market	NOUN
easat-2930	665	10	?	?	PUNCT
easat-2930	666	1	investigating	investigate	VERB
easat-2930	666	2	the	the	DET
easat-2930	666	3	accuracy	accuracy	NOUN
easat-2930	666	4	of	of	ADP
easat-2930	666	5	predictions	prediction	NOUN
easat-2930	666	6	in	in	ADP
easat-2930	666	7	emerging	emerge	VERB
easat-2930	666	8	stock	stock	NOUN
easat-2930	666	9	market	market	NOUN
easat-2930	666	10	indices	index	NOUN
easat-2930	666	11	.	.	PUNCT
easat-2930	667	1	quality	quality	NOUN
easat-2930	667	2	&	&	CCONJ
easat-2930	667	3	quantity	quantity	NOUN
easat-2930	667	4	.	.	PUNCT
easat-2930	668	1	https://doi.org/10.1007/s11135-024-01964-0	https://doi.org/10.1007/s11135-024-01964-0	NUM
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easat-2930	668	12	https://doi.org/10.4018/979-8-3693-2909-2.ch009	https://doi.org/10.4018/979-8-3693-2909-2.ch009	NOUN
easat-2930	668	13	https://doi.org/10.1007/978-981-97-2550-2_43	https://doi.org/10.1007/978-981-97-2550-2_43	NUM
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easat-2930	668	17	https://doi.org/10.1109/icnwc60771.2024.10537405	https://doi.org/10.1109/icnwc60771.2024.10537405	PROPN
easat-2930	668	18	https://doi.org/10.1016/j.trpro.2023.11.533	https://doi.org/10.1016/j.trpro.2023.11.533	VERB
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