id	sid	tid	token	lemma	pos
cana-4167	1	1	communications	communication	NOUN
cana-4167	1	2	on	on	ADP
cana-4167	1	3	applied	apply	VERB
cana-4167	1	4	nonlinear	nonlinear	ADJ
cana-4167	1	5	analysis	analysis	NOUN
cana-4167	1	6	issn	issn	NOUN
cana-4167	1	7	:	:	PUNCT
cana-4167	1	8	1074	1074	NUM
cana-4167	1	9	-	-	PUNCT
cana-4167	1	10	133x	133x	NUM
cana-4167	1	11	vol	vol	NOUN
cana-4167	1	12	32	32	NUM
cana-4167	1	13	no	no	NOUN
cana-4167	1	14	.	.	PUNCT
cana-4167	2	1	9s	9s	NUM
cana-4167	2	2	(	(	PUNCT
cana-4167	2	3	2025	2025	NUM
cana-4167	2	4	)	)	PUNCT
cana-4167	2	5	1427	1427	NUM
cana-4167	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4167	2	7	probabilistic	probabilistic	PROPN
cana-4167	2	8	deming	deming	PROPN
cana-4167	2	9	deep	deep	ADJ
cana-4167	2	10	recursive	recursive	ADJ
cana-4167	2	11	network	network	NOUN
cana-4167	2	12	and	and	CCONJ
cana-4167	2	13	schmidt	schmidt	NOUN
cana-4167	2	14	-	-	PUNCT
cana-4167	2	15	samoa	samoa	NOUN
cana-4167	2	16	cryptosystem	cryptosystem	NOUN
cana-4167	2	17	for	for	ADP
cana-4167	2	18	cyber	cyber	ADJ
cana-4167	2	19	attack	attack	NOUN
cana-4167	2	20	detection	detection	NOUN
cana-4167	2	21	and	and	CCONJ
cana-4167	2	22	secure	secure	VERB
cana-4167	2	23	transmission	transmission	NOUN
cana-4167	2	24	in	in	ADP
cana-4167	2	25	wireless	wireless	ADJ
cana-4167	2	26	networks	network	NOUN
cana-4167	2	27	1dhivya	1dhivya	NUM
cana-4167	2	28	.	.	PUNCT
cana-4167	3	1	r	r	NOUN
cana-4167	3	2	,	,	PUNCT
cana-4167	3	3	2	2	NUM
cana-4167	3	4	dr	dr	PROPN
cana-4167	3	5	.	.	PROPN
cana-4167	3	6	b.	b.	PROPN
cana-4167	3	7	srinivasan	srinivasan	PROPN
cana-4167	3	8	1phd	1phd	PROPN
cana-4167	3	9	part	part	NOUN
cana-4167	3	10	time	time	NOUN
cana-4167	3	11	,	,	PUNCT
cana-4167	3	12	department	department	NOUN
cana-4167	3	13	of	of	ADP
cana-4167	3	14	computer	computer	NOUN
cana-4167	3	15	science	science	NOUN
cana-4167	3	16	,	,	PUNCT
cana-4167	3	17	gobi	gobi	PROPN
cana-4167	3	18	arts	arts	PROPN
cana-4167	3	19	&	&	CCONJ
cana-4167	3	20	science	science	PROPN
cana-4167	3	21	college	college	PROPN
cana-4167	3	22	,	,	PUNCT
cana-4167	3	23	karattatipalayam	karattatipalayam	PROPN
cana-4167	3	24	,	,	PUNCT
cana-4167	3	25	gobichettipalaym	gobichettipalaym	NOUN
cana-4167	3	26	,	,	PUNCT
cana-4167	3	27	erode	erode	VERB
cana-4167	3	28	(	(	PUNCT
cana-4167	3	29	dt	dt	NOUN
cana-4167	3	30	)	)	PUNCT
cana-4167	3	31	.	.	PUNCT
cana-4167	4	1	2associate	2associate	NUM
cana-4167	4	2	professor	professor	NOUN
cana-4167	4	3	,	,	PUNCT
cana-4167	4	4	department	department	NOUN
cana-4167	4	5	of	of	ADP
cana-4167	4	6	computer	computer	NOUN
cana-4167	4	7	science	science	NOUN
cana-4167	4	8	,	,	PUNCT
cana-4167	4	9	gobi	gobi	PROPN
cana-4167	4	10	arts	arts	PROPN
cana-4167	4	11	&	&	CCONJ
cana-4167	4	12	science	science	PROPN
cana-4167	4	13	college	college	PROPN
cana-4167	4	14	,	,	PUNCT
cana-4167	4	15	karattatipalayam	karattatipalayam	PROPN
cana-4167	4	16	,	,	PUNCT
cana-4167	4	17	gobichettipalaym	gobichettipalaym	NOUN
cana-4167	4	18	,	,	PUNCT
cana-4167	4	19	erode	erode	VERB
cana-4167	4	20	(	(	PUNCT
cana-4167	4	21	dt	dt	NOUN
cana-4167	4	22	)	)	PUNCT
cana-4167	4	23	.	.	PUNCT
cana-4167	5	1	article	article	NOUN
cana-4167	5	2	history	history	NOUN
cana-4167	5	3	:	:	PUNCT
cana-4167	5	4	received	receive	VERB
cana-4167	5	5	:	:	PUNCT
cana-4167	5	6	12	12	NUM
cana-4167	5	7	-	-	SYM
cana-4167	5	8	01	01	NUM
cana-4167	5	9	-	-	PUNCT
cana-4167	5	10	2025	2025	NUM
cana-4167	5	11	revised	revise	VERB
cana-4167	5	12	:	:	PUNCT
cana-4167	5	13	15	15	NUM
cana-4167	5	14	-	-	NUM
cana-4167	5	15	02	02	NUM
cana-4167	5	16	-	-	PUNCT
cana-4167	5	17	2025	2025	NUM
cana-4167	5	18	accepted	accept	VERB
cana-4167	5	19	:	:	PUNCT
cana-4167	5	20	01	01	NUM
cana-4167	5	21	-	-	SYM
cana-4167	5	22	03	03	NUM
cana-4167	5	23	-	-	PUNCT
cana-4167	5	24	2025	2025	NUM
cana-4167	5	25	abstract	abstract	NOUN
cana-4167	5	26	:	:	PUNCT
cana-4167	5	27	a	a	DET
cana-4167	5	28	wireless	wireless	ADJ
cana-4167	5	29	network	network	NOUN
cana-4167	5	30	is	be	AUX
cana-4167	5	31	an	an	DET
cana-4167	5	32	elastic	elastic	ADJ
cana-4167	5	33	data	datum	NOUN
cana-4167	5	34	communications	communication	NOUN
cana-4167	5	35	system	system	NOUN
cana-4167	5	36	that	that	PRON
cana-4167	5	37	exploits	exploit	VERB
cana-4167	5	38	wireless	wireless	ADJ
cana-4167	5	39	media	medium	NOUN
cana-4167	5	40	to	to	PART
cana-4167	5	41	broadcast	broadcast	VERB
cana-4167	5	42	data	datum	NOUN
cana-4167	5	43	over	over	ADP
cana-4167	5	44	the	the	DET
cana-4167	5	45	network	network	NOUN
cana-4167	5	46	.	.	PUNCT
cana-4167	6	1	in	in	ADP
cana-4167	6	2	wireless	wireless	ADJ
cana-4167	6	3	network	network	NOUN
cana-4167	6	4	,	,	PUNCT
cana-4167	6	5	cyber	cyber	NOUN
cana-4167	6	6	attack	attack	NOUN
cana-4167	6	7	detection	detection	NOUN
cana-4167	6	8	is	be	AUX
cana-4167	6	9	vital	vital	ADJ
cana-4167	6	10	for	for	ADP
cana-4167	6	11	maintaining	maintain	VERB
cana-4167	6	12	the	the	DET
cana-4167	6	13	security	security	NOUN
cana-4167	6	14	and	and	CCONJ
cana-4167	6	15	integrity	integrity	NOUN
cana-4167	6	16	of	of	ADP
cana-4167	6	17	communication	communication	NOUN
cana-4167	6	18	systems	system	NOUN
cana-4167	6	19	since	since	SCONJ
cana-4167	6	20	these	these	DET
cana-4167	6	21	networks	network	NOUN
cana-4167	6	22	are	be	AUX
cana-4167	6	23	more	more	ADV
cana-4167	6	24	susceptible	susceptible	ADJ
cana-4167	6	25	to	to	ADP
cana-4167	6	26	different	different	ADJ
cana-4167	6	27	threats	threat	NOUN
cana-4167	6	28	due	due	ADP
cana-4167	6	29	to	to	ADP
cana-4167	6	30	their	their	PRON
cana-4167	6	31	open	open	ADJ
cana-4167	6	32	,	,	PUNCT
cana-4167	6	33	dynamic	dynamic	ADJ
cana-4167	6	34	,	,	PUNCT
cana-4167	6	35	and	and	CCONJ
cana-4167	6	36	broadcast	broadcast	VERB
cana-4167	6	37	nature	nature	NOUN
cana-4167	6	38	.	.	PUNCT
cana-4167	7	1	therefore	therefore	ADV
cana-4167	7	2	,	,	PUNCT
cana-4167	7	3	cyber	cyber	NOUN
cana-4167	7	4	-	-	PUNCT
cana-4167	7	5	attacks	attack	NOUN
cana-4167	7	6	are	be	AUX
cana-4167	7	7	becoming	become	VERB
cana-4167	7	8	more	more	ADV
cana-4167	7	9	difficult	difficult	ADJ
cana-4167	7	10	,	,	PUNCT
cana-4167	7	11	targeting	target	VERB
cana-4167	7	12	systems	system	NOUN
cana-4167	7	13	that	that	PRON
cana-4167	7	14	handle	handle	VERB
cana-4167	7	15	or	or	CCONJ
cana-4167	7	16	store	store	VERB
cana-4167	7	17	sensitive	sensitive	ADJ
cana-4167	7	18	information	information	NOUN
cana-4167	7	19	.	.	PUNCT
cana-4167	8	1	due	due	ADP
cana-4167	8	2	to	to	ADP
cana-4167	8	3	the	the	DET
cana-4167	8	4	rapid	rapid	ADJ
cana-4167	8	5	increase	increase	NOUN
cana-4167	8	6	in	in	ADP
cana-4167	8	7	cyberattacks	cyberattack	NOUN
cana-4167	8	8	,	,	PUNCT
cana-4167	8	9	the	the	DET
cana-4167	8	10	design	design	NOUN
cana-4167	8	11	of	of	ADP
cana-4167	8	12	a	a	DET
cana-4167	8	13	detection	detection	NOUN
cana-4167	8	14	mechanism	mechanism	NOUN
cana-4167	8	15	discovers	discover	VERB
cana-4167	8	16	the	the	DET
cana-4167	8	17	harmful	harmful	ADJ
cana-4167	8	18	effect	effect	NOUN
cana-4167	8	19	and	and	CCONJ
cana-4167	8	20	attacks	attack	NOUN
cana-4167	8	21	.	.	PUNCT
cana-4167	9	1	the	the	DET
cana-4167	9	2	developed	develop	VERB
cana-4167	9	3	mechanisms	mechanism	NOUN
cana-4167	9	4	for	for	ADP
cana-4167	9	5	cyber	cyber	NOUN
cana-4167	9	6	attack	attack	NOUN
cana-4167	9	7	detection	detection	NOUN
cana-4167	9	8	unable	unable	ADJ
cana-4167	9	9	to	to	PART
cana-4167	9	10	achieve	achieve	VERB
cana-4167	9	11	higher	high	ADJ
cana-4167	9	12	detection	detection	NOUN
cana-4167	9	13	accuracy	accuracy	NOUN
cana-4167	9	14	and	and	CCONJ
cana-4167	9	15	security	security	NOUN
cana-4167	9	16	in	in	ADP
cana-4167	9	17	the	the	DET
cana-4167	9	18	data	data	NOUN
cana-4167	9	19	transmission	transmission	NOUN
cana-4167	9	20	.	.	PUNCT
cana-4167	10	1	therefore	therefore	ADV
cana-4167	10	2	,	,	PUNCT
cana-4167	10	3	a	a	DET
cana-4167	10	4	novel	novel	ADJ
cana-4167	10	5	method	method	NOUN
cana-4167	10	6	referred	refer	VERB
cana-4167	10	7	as	as	SCONJ
cana-4167	10	8	probabilistic	probabilistic	ADJ
cana-4167	10	9	deming	deming	PROPN
cana-4167	10	10	regressive	regressive	ADJ
cana-4167	10	11	deep	deep	ADJ
cana-4167	10	12	recursive	recursive	ADJ
cana-4167	10	13	network	network	NOUN
cana-4167	10	14	based	base	VERB
cana-4167	10	15	kupyna	kupyna	PROPN
cana-4167	10	16	schmidt	schmidt	PROPN
cana-4167	10	17	-	-	PUNCT
cana-4167	10	18	samoa	samoa	PROPN
cana-4167	10	19	signcryption	signcryption	NOUN
cana-4167	10	20	(	(	PUNCT
cana-4167	10	21	pdrdrn	pdrdrn	NOUN
cana-4167	10	22	-	-	PUNCT
cana-4167	10	23	ksss	ksss	NOUN
cana-4167	10	24	)	)	PUNCT
cana-4167	10	25	technique	technique	NOUN
cana-4167	10	26	is	be	AUX
cana-4167	10	27	proposed	propose	VERB
cana-4167	10	28	for	for	ADP
cana-4167	10	29	efficient	efficient	ADJ
cana-4167	10	30	cyber	cyber	NOUN
cana-4167	10	31	attack	attack	NOUN
cana-4167	10	32	detection	detection	NOUN
cana-4167	10	33	in	in	ADP
cana-4167	10	34	wireless	wireless	ADJ
cana-4167	10	35	network	network	NOUN
cana-4167	10	36	with	with	ADP
cana-4167	10	37	better	well	ADJ
cana-4167	10	38	accuracy	accuracy	NOUN
cana-4167	10	39	and	and	CCONJ
cana-4167	10	40	security	security	NOUN
cana-4167	10	41	.	.	PUNCT
cana-4167	11	1	pdrdrn	pdrdrn	NOUN
cana-4167	11	2	-	-	PUNCT
cana-4167	11	3	ksss	ksss	NOUN
cana-4167	11	4	performs	perform	VERB
cana-4167	11	5	two	two	NUM
cana-4167	11	6	different	different	ADJ
cana-4167	11	7	processes	process	NOUN
cana-4167	11	8	such	such	ADJ
cana-4167	11	9	as	as	ADP
cana-4167	11	10	classification	classification	NOUN
cana-4167	11	11	and	and	CCONJ
cana-4167	11	12	secure	secure	ADJ
cana-4167	11	13	data	datum	NOUN
cana-4167	11	14	transmission	transmission	NOUN
cana-4167	11	15	.	.	PUNCT
cana-4167	12	1	the	the	DET
cana-4167	12	2	classification	classification	NOUN
cana-4167	12	3	is	be	AUX
cana-4167	12	4	performed	perform	VERB
cana-4167	12	5	using	use	VERB
cana-4167	12	6	probabilistic	probabilistic	ADJ
cana-4167	12	7	deming	deming	PROPN
cana-4167	12	8	regressive	regressive	ADJ
cana-4167	12	9	similarity	similarity	NOUN
cana-4167	12	10	indexed	index	VERB
cana-4167	12	11	deep	deep	ADJ
cana-4167	12	12	recursive	recursive	ADJ
cana-4167	12	13	network	network	NOUN
cana-4167	12	14	for	for	ADP
cana-4167	12	15	cyber	cyber	NOUN
cana-4167	12	16	attack	attack	NOUN
cana-4167	12	17	detection	detection	NOUN
cana-4167	12	18	.	.	PUNCT
cana-4167	13	1	the	the	DET
cana-4167	13	2	designed	design	VERB
cana-4167	13	3	network	network	NOUN
cana-4167	13	4	obtains	obtain	VERB
cana-4167	13	5	number	number	NOUN
cana-4167	13	6	of	of	ADP
cana-4167	13	7	data	data	NOUN
cana-4167	13	8	samples	sample	NOUN
cana-4167	13	9	and	and	CCONJ
cana-4167	13	10	their	their	PRON
cana-4167	13	11	features	feature	NOUN
cana-4167	13	12	as	as	ADP
cana-4167	13	13	input	input	NOUN
cana-4167	13	14	.	.	PUNCT
cana-4167	14	1	then	then	ADV
cana-4167	14	2	,	,	PUNCT
cana-4167	14	3	the	the	DET
cana-4167	14	4	feature	feature	NOUN
cana-4167	14	5	selection	selection	NOUN
cana-4167	14	6	is	be	AUX
cana-4167	14	7	performed	perform	VERB
cana-4167	14	8	using	use	VERB
cana-4167	14	9	deming	deming	PROPN
cana-4167	14	10	regression	regression	NOUN
cana-4167	14	11	analysis	analysis	NOUN
cana-4167	14	12	to	to	PART
cana-4167	14	13	choose	choose	VERB
cana-4167	14	14	the	the	DET
cana-4167	14	15	more	more	ADV
cana-4167	14	16	relevant	relevant	ADJ
cana-4167	14	17	features	feature	NOUN
cana-4167	14	18	from	from	ADP
cana-4167	14	19	the	the	DET
cana-4167	14	20	dataset	dataset	NOUN
cana-4167	14	21	for	for	ADP
cana-4167	14	22	attack	attack	NOUN
cana-4167	14	23	detection	detection	NOUN
cana-4167	14	24	.	.	PUNCT
cana-4167	15	1	after	after	ADP
cana-4167	15	2	that	that	PRON
cana-4167	15	3	,	,	PUNCT
cana-4167	15	4	the	the	DET
cana-4167	15	5	cyber	cyber	NOUN
cana-4167	15	6	attacks	attack	NOUN
cana-4167	15	7	detection	detection	NOUN
cana-4167	15	8	is	be	AUX
cana-4167	15	9	performed	perform	VERB
cana-4167	15	10	through	through	ADP
cana-4167	15	11	classifying	classify	VERB
cana-4167	15	12	the	the	DET
cana-4167	15	13	data	data	NOUN
cana-4167	15	14	samples	sample	NOUN
cana-4167	15	15	with	with	ADP
cana-4167	15	16	selected	select	VERB
cana-4167	15	17	feature	feature	NOUN
cana-4167	15	18	using	use	VERB
cana-4167	15	19	the	the	DET
cana-4167	15	20	tversky	tversky	ADJ
cana-4167	15	21	similarity	similarity	NOUN
cana-4167	15	22	index	index	NOUN
cana-4167	15	23	.	.	PUNCT
cana-4167	16	1	tversky	tversky	PROPN
cana-4167	16	2	similarity	similarity	NOUN
cana-4167	16	3	index	index	NOUN
cana-4167	16	4	is	be	AUX
cana-4167	16	5	used	use	VERB
cana-4167	16	6	to	to	PART
cana-4167	16	7	analyze	analyze	VERB
cana-4167	16	8	the	the	DET
cana-4167	16	9	training	training	NOUN
cana-4167	16	10	data	datum	NOUN
cana-4167	16	11	and	and	CCONJ
cana-4167	16	12	mean	mean	NOUN
cana-4167	16	13	of	of	ADP
cana-4167	16	14	the	the	DET
cana-4167	16	15	particular	particular	ADJ
cana-4167	16	16	classes	class	NOUN
cana-4167	16	17	.	.	PUNCT
cana-4167	17	1	based	base	VERB
cana-4167	17	2	on	on	ADP
cana-4167	17	3	similarity	similarity	NOUN
cana-4167	17	4	value	value	NOUN
cana-4167	17	5	,	,	PUNCT
cana-4167	17	6	data	datum	NOUN
cana-4167	17	7	samples	sample	NOUN
cana-4167	17	8	are	be	AUX
cana-4167	17	9	classified	classify	VERB
cana-4167	17	10	into	into	ADP
cana-4167	17	11	normal	normal	ADJ
cana-4167	17	12	and	and	CCONJ
cana-4167	17	13	different	different	ADJ
cana-4167	17	14	types	type	NOUN
cana-4167	17	15	of	of	ADP
cana-4167	17	16	attack	attack	NOUN
cana-4167	17	17	nodes	node	NOUN
cana-4167	17	18	(	(	PUNCT
cana-4167	17	19	i.e.	i.e.	X
cana-4167	17	20	,	,	PUNCT
cana-4167	17	21	fuzzers	fuzzer	NOUN
cana-4167	17	22	node	node	PROPN
cana-4167	17	23	,	,	PUNCT
cana-4167	17	24	analysis	analysis	NOUN
cana-4167	17	25	node	node	NOUN
cana-4167	17	26	,	,	PUNCT
cana-4167	17	27	backdoors	backdoor	NOUN
cana-4167	17	28	node	node	VERB
cana-4167	17	29	,	,	PUNCT
cana-4167	17	30	dos	do	NOUN
cana-4167	17	31	node	node	PROPN
cana-4167	17	32	,	,	PUNCT
cana-4167	17	33	exploits	exploit	VERB
cana-4167	17	34	node	node	NOUN
cana-4167	17	35	,	,	PUNCT
cana-4167	17	36	generic	generic	ADJ
cana-4167	17	37	node	node	NOUN
cana-4167	17	38	and	and	CCONJ
cana-4167	17	39	reconnaissance	reconnaissance	NOUN
cana-4167	17	40	node	node	NOUN
cana-4167	17	41	)	)	PUNCT
cana-4167	17	42	.	.	PUNCT
cana-4167	18	1	followed	follow	VERB
cana-4167	18	2	by	by	ADP
cana-4167	18	3	this	this	PRON
cana-4167	18	4	,	,	PUNCT
cana-4167	18	5	the	the	DET
cana-4167	18	6	cramer	cramer	NOUN
cana-4167	18	7	's	's	PART
cana-4167	18	8	correlated	correlate	VERB
cana-4167	18	9	kupyna	kupyna	PROPN
cana-4167	18	10	schmidt	schmidt	PROPN
cana-4167	18	11	-	-	PUNCT
cana-4167	18	12	samoa	samoa	PROPN
cana-4167	18	13	signcryption	signcryption	NOUN
cana-4167	18	14	is	be	AUX
cana-4167	18	15	used	use	VERB
cana-4167	18	16	for	for	ADP
cana-4167	18	17	securely	securely	ADV
cana-4167	18	18	transmit	transmit	VERB
cana-4167	18	19	the	the	DET
cana-4167	18	20	normal	normal	ADJ
cana-4167	18	21	data	data	NOUN
cana-4167	18	22	samples	sample	NOUN
cana-4167	18	23	.	.	PUNCT
cana-4167	19	1	the	the	DET
cana-4167	19	2	cryptographic	cryptographic	ADJ
cana-4167	19	3	technique	technique	NOUN
cana-4167	19	4	performs	perform	VERB
cana-4167	19	5	key	key	ADJ
cana-4167	19	6	generation	generation	NOUN
cana-4167	19	7	,	,	PUNCT
cana-4167	19	8	signcryption	signcryption	NOUN
cana-4167	19	9	,	,	PUNCT
cana-4167	19	10	and	and	CCONJ
cana-4167	19	11	unsigncryption	unsigncryption	NOUN
cana-4167	19	12	.	.	PUNCT
cana-4167	20	1	during	during	ADP
cana-4167	20	2	the	the	DET
cana-4167	20	3	key	key	ADJ
cana-4167	20	4	generation	generation	NOUN
cana-4167	20	5	process	process	NOUN
cana-4167	20	6	,	,	PUNCT
cana-4167	20	7	pair	pair	NOUN
cana-4167	20	8	of	of	ADP
cana-4167	20	9	public	public	ADJ
cana-4167	20	10	key	key	NOUN
cana-4167	20	11	and	and	CCONJ
cana-4167	20	12	private	private	ADJ
cana-4167	20	13	keys	key	NOUN
cana-4167	20	14	is	be	AUX
cana-4167	20	15	generated	generate	VERB
cana-4167	20	16	.	.	PUNCT
cana-4167	21	1	then	then	ADV
cana-4167	21	2	,	,	PUNCT
cana-4167	21	3	the	the	DET
cana-4167	21	4	signcryption	signcryption	NOUN
cana-4167	21	5	is	be	AUX
cana-4167	21	6	carried	carry	VERB
cana-4167	21	7	out	out	ADP
cana-4167	21	8	using	use	VERB
cana-4167	21	9	encryption	encryption	NOUN
cana-4167	21	10	and	and	CCONJ
cana-4167	21	11	signature	signature	NOUN
cana-4167	21	12	generation	generation	NOUN
cana-4167	21	13	.	.	PUNCT
cana-4167	22	1	the	the	DET
cana-4167	22	2	sender	sender	NOUN
cana-4167	22	3	encrypts	encrypt	VERB
cana-4167	22	4	the	the	DET
cana-4167	22	5	data	data	NOUN
cana-4167	22	6	sample	sample	NOUN
cana-4167	22	7	using	use	VERB
cana-4167	22	8	the	the	DET
cana-4167	22	9	recipient	recipient	NOUN
cana-4167	22	10	’s	’s	PART
cana-4167	22	11	public	public	ADJ
cana-4167	22	12	key	key	NOUN
cana-4167	22	13	to	to	PART
cana-4167	22	14	promise	promise	VERB
cana-4167	22	15	confidentiality	confidentiality	NOUN
cana-4167	22	16	and	and	CCONJ
cana-4167	22	17	generate	generate	VERB
cana-4167	22	18	the	the	DET
cana-4167	22	19	signature	signature	NOUN
cana-4167	22	20	their	their	PRON
cana-4167	22	21	own	own	ADJ
cana-4167	22	22	private	private	ADJ
cana-4167	22	23	key	key	NOUN
cana-4167	22	24	to	to	PART
cana-4167	22	25	guarantee	guarantee	VERB
cana-4167	22	26	the	the	DET
cana-4167	22	27	integrity	integrity	NOUN
cana-4167	22	28	.	.	PUNCT
cana-4167	23	1	the	the	DET
cana-4167	23	2	ciphertext	ciphertext	NOUN
cana-4167	23	3	and	and	CCONJ
cana-4167	23	4	the	the	DET
cana-4167	23	5	signature	signature	NOUN
cana-4167	23	6	are	be	AUX
cana-4167	23	7	sent	send	VERB
cana-4167	23	8	to	to	ADP
cana-4167	23	9	the	the	DET
cana-4167	23	10	recipient	recipient	NOUN
cana-4167	23	11	.	.	PUNCT
cana-4167	24	1	the	the	DET
cana-4167	24	2	recipient	recipient	NOUN
cana-4167	24	3	confirms	confirm	VERB
cana-4167	24	4	the	the	DET
cana-4167	24	5	signature	signature	NOUN
cana-4167	24	6	using	use	VERB
cana-4167	24	7	the	the	DET
cana-4167	24	8	sender	sender	NOUN
cana-4167	24	9	's	's	PART
cana-4167	24	10	public	public	ADJ
cana-4167	24	11	key	key	NOUN
cana-4167	24	12	and	and	CCONJ
cana-4167	24	13	then	then	ADV
cana-4167	24	14	decrypts	decrypt	VERB
cana-4167	24	15	the	the	DET
cana-4167	24	16	ciphertext	ciphertext	NOUN
cana-4167	24	17	using	use	VERB
cana-4167	24	18	their	their	PRON
cana-4167	24	19	private	private	ADJ
cana-4167	24	20	key	key	NOUN
cana-4167	24	21	to	to	PART
cana-4167	24	22	get	get	VERB
cana-4167	24	23	the	the	DET
cana-4167	24	24	original	original	ADJ
cana-4167	24	25	data	datum	NOUN
cana-4167	24	26	.	.	PUNCT
cana-4167	25	1	with	with	ADP
cana-4167	25	2	this	this	PRON
cana-4167	25	3	,	,	PUNCT
cana-4167	25	4	secure	secure	ADJ
cana-4167	25	5	data	data	NOUN
cana-4167	25	6	transmission	transmission	NOUN
cana-4167	25	7	is	be	AUX
cana-4167	25	8	achieved	achieve	VERB
cana-4167	25	9	in	in	ADP
cana-4167	25	10	wireless	wireless	ADJ
cana-4167	25	11	networks	network	NOUN
cana-4167	25	12	.	.	PUNCT
cana-4167	26	1	experimental	experimental	ADJ
cana-4167	26	2	evaluation	evaluation	NOUN
cana-4167	26	3	is	be	AUX
cana-4167	26	4	carried	carry	VERB
cana-4167	26	5	out	out	ADP
cana-4167	26	6	on	on	ADP
cana-4167	26	7	metrics	metric	NOUN
cana-4167	26	8	such	such	ADJ
cana-4167	26	9	as	as	ADP
cana-4167	26	10	data	datum	NOUN
cana-4167	26	11	confidentiality	confidentiality	NOUN
cana-4167	26	12	rate	rate	NOUN
cana-4167	26	13	,	,	PUNCT
cana-4167	26	14	integrity	integrity	NOUN
cana-4167	26	15	rate	rate	NOUN
cana-4167	26	16	,	,	PUNCT
cana-4167	26	17	attack	attack	NOUN
cana-4167	26	18	detection	detection	NOUN
cana-4167	26	19	accuracy	accuracy	NOUN
cana-4167	26	20	and	and	CCONJ
cana-4167	26	21	attack	attack	NOUN
cana-4167	26	22	detection	detection	NOUN
cana-4167	26	23	time	time	NOUN
cana-4167	26	24	with	with	ADP
cana-4167	26	25	respect	respect	NOUN
cana-4167	26	26	to	to	ADP
cana-4167	26	27	different	different	ADJ
cana-4167	26	28	number	number	NOUN
cana-4167	26	29	of	of	ADP
cana-4167	26	30	data	datum	NOUN
cana-4167	26	31	samples	sample	NOUN
cana-4167	26	32	.	.	PUNCT
cana-4167	27	1	the	the	DET
cana-4167	27	2	results	result	NOUN
cana-4167	27	3	confirm	confirm	VERB
cana-4167	27	4	that	that	SCONJ
cana-4167	27	5	the	the	DET
cana-4167	27	6	proposed	propose	VERB
cana-4167	27	7	pdrdrn	pdrdrn	NOUN
cana-4167	27	8	-	-	PUNCT
cana-4167	27	9	ksss	ksss	NOUN
cana-4167	27	10	method	method	NOUN
cana-4167	27	11	attains	attain	NOUN
cana-4167	27	12	better	well	ADV
cana-4167	27	13	accuracy	accuracy	NOUN
cana-4167	27	14	,	,	PUNCT
cana-4167	27	15	integrity	integrity	NOUN
cana-4167	27	16	,	,	PUNCT
cana-4167	27	17	communications	communication	NOUN
cana-4167	27	18	on	on	ADP
cana-4167	27	19	applied	apply	VERB
cana-4167	27	20	nonlinear	nonlinear	ADJ
cana-4167	27	21	analysis	analysis	NOUN
cana-4167	27	22	issn	issn	NOUN
cana-4167	27	23	:	:	PUNCT
cana-4167	27	24	1074	1074	NUM
cana-4167	27	25	-	-	PUNCT
cana-4167	27	26	133x	133x	NUM
cana-4167	27	27	vol	vol	NOUN
cana-4167	27	28	32	32	NUM
cana-4167	27	29	no	no	NOUN
cana-4167	27	30	.	.	PUNCT
cana-4167	28	1	9s	9s	NUM
cana-4167	28	2	(	(	PUNCT
cana-4167	28	3	2025	2025	NUM
cana-4167	28	4	)	)	PUNCT
cana-4167	28	5	1428	1428	NUM
cana-4167	28	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4167	28	7	confidentiality	confidentiality	NOUN
cana-4167	28	8	with	with	ADP
cana-4167	28	9	lesser	less	ADJ
cana-4167	28	10	time	time	NOUN
cana-4167	28	11	.	.	PUNCT
cana-4167	29	1	keywords	keyword	NOUN
cana-4167	29	2	:	:	PUNCT
cana-4167	29	3	wireless	wireless	ADJ
cana-4167	29	4	network	network	NOUN
cana-4167	29	5	,	,	PUNCT
cana-4167	29	6	cyber	cyber	NOUN
cana-4167	29	7	attack	attack	NOUN
cana-4167	29	8	detection	detection	NOUN
cana-4167	29	9	,	,	PUNCT
cana-4167	29	10	secure	secure	ADJ
cana-4167	29	11	data	data	NOUN
cana-4167	29	12	transmission	transmission	NOUN
cana-4167	29	13	,	,	PUNCT
cana-4167	29	14	deming	deming	PROPN
cana-4167	29	15	regressive	regressive	ADJ
cana-4167	29	16	,	,	PUNCT
cana-4167	29	17	kupyna	kupyna	PROPN
cana-4167	29	18	schmidt	schmidt	PROPN
cana-4167	29	19	-	-	PUNCT
cana-4167	29	20	samoa	samoa	PROPN
cana-4167	29	21	signcryption	signcryption	NOUN
cana-4167	29	22	1	1	NUM
cana-4167	29	23	.	.	PUNCT
cana-4167	30	1	introduction	introduction	NOUN
cana-4167	30	2	cyber	cyber	NOUN
cana-4167	30	3	attack	attack	NOUN
cana-4167	30	4	detection	detection	NOUN
cana-4167	30	5	and	and	CCONJ
cana-4167	30	6	secure	secure	ADJ
cana-4167	30	7	data	data	NOUN
cana-4167	30	8	transmission	transmission	NOUN
cana-4167	30	9	are	be	AUX
cana-4167	30	10	key	key	ADJ
cana-4167	30	11	steps	step	NOUN
cana-4167	30	12	to	to	PART
cana-4167	30	13	protect	protect	VERB
cana-4167	30	14	the	the	DET
cana-4167	30	15	wireless	wireless	ADJ
cana-4167	30	16	networks	network	NOUN
cana-4167	30	17	that	that	PRON
cana-4167	30	18	are	be	AUX
cana-4167	30	19	prone	prone	ADJ
cana-4167	30	20	to	to	ADP
cana-4167	30	21	a	a	DET
cana-4167	30	22	wide	wide	ADJ
cana-4167	30	23	range	range	NOUN
cana-4167	30	24	of	of	ADP
cana-4167	30	25	security	security	NOUN
cana-4167	30	26	threats	threat	NOUN
cana-4167	30	27	.	.	PUNCT
cana-4167	31	1	as	as	SCONJ
cana-4167	31	2	wireless	wireless	ADJ
cana-4167	31	3	communication	communication	NOUN
cana-4167	31	4	becomes	become	VERB
cana-4167	31	5	more	more	ADV
cana-4167	31	6	omnipresent	omnipresent	ADJ
cana-4167	31	7	,	,	PUNCT
cana-4167	31	8	the	the	DET
cana-4167	31	9	threat	threat	NOUN
cana-4167	31	10	of	of	ADP
cana-4167	31	11	cyber	cyber	NOUN
cana-4167	31	12	attacks	attack	NOUN
cana-4167	31	13	such	such	ADJ
cana-4167	31	14	as	as	ADP
cana-4167	31	15	illegal	illegal	ADJ
cana-4167	31	16	access	access	NOUN
cana-4167	31	17	,	,	PUNCT
cana-4167	31	18	eavesdropping	eavesdropping	NOUN
cana-4167	31	19	,	,	PUNCT
cana-4167	31	20	and	and	CCONJ
cana-4167	31	21	data	datum	NOUN
cana-4167	31	22	manipulation	manipulation	NOUN
cana-4167	31	23	grows	grow	VERB
cana-4167	31	24	,	,	PUNCT
cana-4167	31	25	posing	pose	VERB
cana-4167	31	26	important	important	ADJ
cana-4167	31	27	threats	threat	NOUN
cana-4167	31	28	to	to	ADP
cana-4167	31	29	the	the	DET
cana-4167	31	30	integrity	integrity	NOUN
cana-4167	31	31	,	,	PUNCT
cana-4167	31	32	confidentiality	confidentiality	NOUN
cana-4167	31	33	,	,	PUNCT
cana-4167	31	34	and	and	CCONJ
cana-4167	31	35	availability	availability	NOUN
cana-4167	31	36	of	of	ADP
cana-4167	31	37	transmitted	transmit	VERB
cana-4167	31	38	information	information	NOUN
cana-4167	31	39	.	.	PUNCT
cana-4167	32	1	efficient	efficient	ADJ
cana-4167	32	2	cyber	cyber	NOUN
cana-4167	32	3	attack	attack	NOUN
cana-4167	32	4	detection	detection	NOUN
cana-4167	32	5	involves	involve	VERB
cana-4167	32	6	examining	examine	VERB
cana-4167	32	7	network	network	NOUN
cana-4167	32	8	traffic	traffic	NOUN
cana-4167	32	9	to	to	PART
cana-4167	32	10	recognize	recognize	VERB
cana-4167	32	11	distrustful	distrustful	ADJ
cana-4167	32	12	activities	activity	NOUN
cana-4167	32	13	while	while	SCONJ
cana-4167	32	14	secure	secure	ADJ
cana-4167	32	15	data	data	NOUN
cana-4167	32	16	transmission	transmission	NOUN
cana-4167	32	17	ensures	ensure	VERB
cana-4167	32	18	that	that	SCONJ
cana-4167	32	19	sensitive	sensitive	ADJ
cana-4167	32	20	information	information	NOUN
cana-4167	32	21	remains	remains	AUX
cana-4167	32	22	protected	protect	VERB
cana-4167	32	23	from	from	ADP
cana-4167	32	24	tampering	tamper	VERB
cana-4167	32	25	.	.	PUNCT
cana-4167	33	1	by	by	ADP
cana-4167	33	2	leveraging	leverage	VERB
cana-4167	33	3	encryption	encryption	NOUN
cana-4167	33	4	techniques	technique	NOUN
cana-4167	33	5	,	,	PUNCT
cana-4167	33	6	wireless	wireless	ADJ
cana-4167	33	7	networks	network	NOUN
cana-4167	33	8	diminish	diminish	VERB
cana-4167	33	9	these	these	DET
cana-4167	33	10	risks	risk	NOUN
cana-4167	33	11	,	,	PUNCT
cana-4167	33	12	maintaining	maintain	VERB
cana-4167	33	13	both	both	DET
cana-4167	33	14	the	the	DET
cana-4167	33	15	security	security	NOUN
cana-4167	33	16	and	and	CCONJ
cana-4167	33	17	trustworthiness	trustworthiness	NOUN
cana-4167	33	18	of	of	ADP
cana-4167	33	19	communications	communication	NOUN
cana-4167	33	20	in	in	ADP
cana-4167	33	21	an	an	DET
cana-4167	33	22	ever	ever	ADV
cana-4167	33	23	-	-	PUNCT
cana-4167	33	24	evolving	evolve	VERB
cana-4167	33	25	digital	digital	ADJ
cana-4167	33	26	landscape	landscape	NOUN
cana-4167	33	27	.	.	PUNCT
cana-4167	34	1	a	a	DET
cana-4167	34	2	blockchain	blockchain	PROPN
cana-4167	34	3	supported	support	VERB
cana-4167	34	4	sdn	sdn	PROPN
cana-4167	34	5	based	base	VERB
cana-4167	34	6	hybrid	hybrid	ADJ
cana-4167	34	7	moving	move	VERB
cana-4167	34	8	target	target	NOUN
cana-4167	34	9	defense	defense	NOUN
cana-4167	34	10	model	model	NOUN
cana-4167	34	11	was	be	AUX
cana-4167	34	12	developed	develop	VERB
cana-4167	34	13	in	in	ADP
cana-4167	34	14	[	[	X
cana-4167	34	15	1	1	NUM
cana-4167	34	16	]	]	PUNCT
cana-4167	34	17	to	to	PART
cana-4167	34	18	detect	detect	VERB
cana-4167	34	19	the	the	DET
cana-4167	34	20	attack	attack	NOUN
cana-4167	34	21	in	in	ADP
cana-4167	34	22	the	the	DET
cana-4167	34	23	network	network	NOUN
cana-4167	34	24	.	.	PUNCT
cana-4167	35	1	it	it	PRON
cana-4167	35	2	integrated	integrate	VERB
cana-4167	35	3	blockchain	blockchain	PROPN
cana-4167	35	4	technology	technology	NOUN
cana-4167	35	5	and	and	CCONJ
cana-4167	35	6	quantum	quantum	ADJ
cana-4167	35	7	convolutional	convolutional	ADJ
cana-4167	35	8	neural	neural	ADJ
cana-4167	35	9	networks	network	NOUN
cana-4167	35	10	(	(	PUNCT
cana-4167	35	11	qcnn	qcnn	PROPN
cana-4167	35	12	)	)	PUNCT
cana-4167	35	13	in	in	ADP
cana-4167	35	14	the	the	DET
cana-4167	35	15	sdn	sdn	PROPN
cana-4167	35	16	environments	environment	NOUN
cana-4167	35	17	.	.	PUNCT
cana-4167	36	1	however	however	ADV
cana-4167	36	2	,	,	PUNCT
cana-4167	36	3	the	the	DET
cana-4167	36	4	confidentiality	confidentiality	NOUN
cana-4167	36	5	rate	rate	NOUN
cana-4167	36	6	was	be	AUX
cana-4167	36	7	not	not	PART
cana-4167	36	8	improved	improve	VERB
cana-4167	36	9	.	.	PUNCT
cana-4167	37	1	federated	federated	ADJ
cana-4167	37	2	learning	learning	NOUN
cana-4167	37	3	based	base	VERB
cana-4167	37	4	multi	multi	ADJ
cana-4167	37	5	-	-	ADJ
cana-4167	37	6	party	party	ADJ
cana-4167	37	7	computation	computation	NOUN
cana-4167	37	8	for	for	ADP
cana-4167	37	9	intrusion	intrusion	NOUN
cana-4167	37	10	detection	detection	NOUN
cana-4167	37	11	systems	system	NOUN
cana-4167	37	12	(	(	PUNCT
cana-4167	37	13	fbmp	fbmp	NOUN
cana-4167	37	14	-	-	PUNCT
cana-4167	37	15	ids	id	NOUN
cana-4167	37	16	)	)	PUNCT
cana-4167	37	17	was	be	AUX
cana-4167	37	18	introduced	introduce	VERB
cana-4167	37	19	in	in	ADP
cana-4167	37	20	[	[	X
cana-4167	37	21	2	2	NUM
cana-4167	37	22	]	]	PUNCT
cana-4167	37	23	to	to	PART
cana-4167	37	24	attain	attain	VERB
cana-4167	37	25	higher	high	ADJ
cana-4167	37	26	detection	detection	NOUN
cana-4167	37	27	rate	rate	NOUN
cana-4167	37	28	of	of	ADP
cana-4167	37	29	attacks	attack	NOUN
cana-4167	37	30	.	.	PUNCT
cana-4167	38	1	the	the	DET
cana-4167	38	2	model	model	NOUN
cana-4167	38	3	minimizes	minimize	VERB
cana-4167	38	4	the	the	DET
cana-4167	38	5	communication	communication	NOUN
cana-4167	38	6	overhead	overhead	ADV
cana-4167	38	7	and	and	CCONJ
cana-4167	38	8	computational	computational	ADJ
cana-4167	38	9	complexity	complexity	NOUN
cana-4167	38	10	.	.	PUNCT
cana-4167	39	1	however	however	ADV
cana-4167	39	2	,	,	PUNCT
cana-4167	39	3	the	the	DET
cana-4167	39	4	data	data	NOUN
cana-4167	39	5	transmission	transmission	NOUN
cana-4167	39	6	was	be	AUX
cana-4167	39	7	performed	perform	VERB
cana-4167	39	8	securely	securely	ADV
cana-4167	39	9	.	.	PUNCT
cana-4167	40	1	a	a	DET
cana-4167	40	2	blockchain	blockchain	PROPN
cana-4167	40	3	based	base	VERB
cana-4167	40	4	federated	federated	ADJ
cana-4167	40	5	deep	deep	ADJ
cana-4167	40	6	learning	learning	NOUN
cana-4167	40	7	scheme	scheme	NOUN
cana-4167	40	8	was	be	AUX
cana-4167	40	9	designed	design	VERB
cana-4167	40	10	in	in	ADP
cana-4167	40	11	[	[	X
cana-4167	40	12	3	3	NUM
cana-4167	40	13	]	]	PUNCT
cana-4167	40	14	to	to	PART
cana-4167	40	15	securely	securely	ADV
cana-4167	40	16	forward	forward	ADV
cana-4167	40	17	the	the	DET
cana-4167	40	18	data	datum	NOUN
cana-4167	40	19	in	in	ADP
cana-4167	40	20	iot	iot	PROPN
cana-4167	40	21	networks	network	NOUN
cana-4167	40	22	.	.	PUNCT
cana-4167	41	1	it	it	PRON
cana-4167	41	2	protected	protect	VERB
cana-4167	41	3	the	the	DET
cana-4167	41	4	privacy	privacy	NOUN
cana-4167	41	5	of	of	ADP
cana-4167	41	6	the	the	DET
cana-4167	41	7	data	datum	NOUN
cana-4167	41	8	during	during	ADP
cana-4167	41	9	the	the	DET
cana-4167	41	10	transmission	transmission	NOUN
cana-4167	41	11	.	.	PUNCT
cana-4167	42	1	though	though	SCONJ
cana-4167	42	2	the	the	DET
cana-4167	42	3	scheme	scheme	NOUN
cana-4167	42	4	avoids	avoid	VERB
cana-4167	42	5	the	the	DET
cana-4167	42	6	unauthorized	unauthorized	ADJ
cana-4167	42	7	access	access	NOUN
cana-4167	42	8	,	,	PUNCT
cana-4167	42	9	data	datum	NOUN
cana-4167	42	10	integrity	integrity	NOUN
cana-4167	42	11	was	be	AUX
cana-4167	42	12	not	not	PART
cana-4167	42	13	addressed	address	VERB
cana-4167	42	14	.	.	PUNCT
cana-4167	43	1	a	a	DET
cana-4167	43	2	novel	novel	ADJ
cana-4167	43	3	parallel	parallel	NOUN
cana-4167	43	4	-	-	PUNCT
cana-4167	43	5	pipelined	pipeline	VERB
cana-4167	43	6	-	-	PUNCT
cana-4167	43	7	memory	memory	NOUN
cana-4167	43	8	(	(	PUNCT
cana-4167	43	9	p2	p2	PROPN
cana-4167	43	10	m	m	NOUN
cana-4167	43	11	)	)	PUNCT
cana-4167	43	12	blowfish	blowfish	ADJ
cana-4167	43	13	model	model	NOUN
cana-4167	43	14	was	be	AUX
cana-4167	43	15	introduced	introduce	VERB
cana-4167	43	16	in	in	ADP
cana-4167	43	17	[	[	X
cana-4167	43	18	4	4	NUM
cana-4167	43	19	]	]	PUNCT
cana-4167	43	20	for	for	ADP
cana-4167	43	21	iot	iot	PROPN
cana-4167	43	22	networks	network	NOUN
cana-4167	43	23	.	.	PUNCT
cana-4167	44	1	however	however	ADV
cana-4167	44	2	,	,	PUNCT
cana-4167	44	3	the	the	DET
cana-4167	44	4	accuracy	accuracy	NOUN
cana-4167	44	5	of	of	ADP
cana-4167	44	6	attack	attack	NOUN
cana-4167	44	7	detection	detection	NOUN
cana-4167	44	8	was	be	AUX
cana-4167	44	9	not	not	PART
cana-4167	44	10	improved	improve	VERB
cana-4167	44	11	.	.	PUNCT
cana-4167	45	1	an	an	DET
cana-4167	45	2	adapted	adapt	VERB
cana-4167	45	3	convolutional	convolutional	ADJ
cana-4167	45	4	neural	neural	ADJ
cana-4167	45	5	network	network	NOUN
cana-4167	45	6	based	base	VERB
cana-4167	45	7	ids	ids	PROPN
cana-4167	45	8	(	(	PUNCT
cana-4167	45	9	cnn	cnn	NOUN
cana-4167	45	10	-	-	PUNCT
cana-4167	45	11	ids	id	NOUN
cana-4167	45	12	)	)	PUNCT
cana-4167	45	13	scheme	scheme	NOUN
cana-4167	45	14	was	be	AUX
cana-4167	45	15	developed	develop	VERB
cana-4167	45	16	in	in	ADP
cana-4167	45	17	[	[	X
cana-4167	45	18	5	5	NUM
cana-4167	45	19	]	]	PUNCT
cana-4167	45	20	to	to	PART
cana-4167	45	21	increase	increase	VERB
cana-4167	45	22	the	the	DET
cana-4167	45	23	efficacy	efficacy	NOUN
cana-4167	45	24	of	of	ADP
cana-4167	45	25	attack	attack	NOUN
cana-4167	45	26	detection	detection	NOUN
cana-4167	45	27	.	.	PUNCT
cana-4167	46	1	however	however	ADV
cana-4167	46	2	,	,	PUNCT
cana-4167	46	3	the	the	DET
cana-4167	46	4	attack	attack	NOUN
cana-4167	46	5	detection	detection	NOUN
cana-4167	46	6	time	time	NOUN
cana-4167	46	7	was	be	AUX
cana-4167	46	8	not	not	PART
cana-4167	46	9	minimized	minimize	VERB
cana-4167	46	10	.	.	PUNCT
cana-4167	47	1	also	also	ADV
cana-4167	47	2	,	,	PUNCT
cana-4167	47	3	ids	id	VERB
cana-4167	47	4	through	through	ADP
cana-4167	47	5	the	the	DET
cana-4167	47	6	transformer	transformer	NOUN
cana-4167	47	7	-	-	PUNCT
cana-4167	47	8	based	base	VERB
cana-4167	47	9	transfer	transfer	NOUN
cana-4167	47	10	learning	learning	NOUN
cana-4167	47	11	was	be	AUX
cana-4167	47	12	developed	develop	VERB
cana-4167	47	13	in	in	ADP
cana-4167	47	14	[	[	X
cana-4167	47	15	6	6	NUM
cana-4167	47	16	]	]	PUNCT
cana-4167	47	17	to	to	PART
cana-4167	47	18	find	find	VERB
cana-4167	47	19	the	the	DET
cana-4167	47	20	attack	attack	NOUN
cana-4167	47	21	in	in	ADP
cana-4167	47	22	unfair	unfair	ADJ
cana-4167	47	23	network	network	NOUN
cana-4167	47	24	traffic	traffic	NOUN
cana-4167	47	25	.	.	PUNCT
cana-4167	48	1	it	it	PRON
cana-4167	48	2	examines	examine	VERB
cana-4167	48	3	the	the	DET
cana-4167	48	4	feature	feature	NOUN
cana-4167	48	5	interactions	interaction	NOUN
cana-4167	48	6	in	in	ADP
cana-4167	48	7	both	both	PRON
cana-4167	48	8	network	network	NOUN
cana-4167	48	9	feature	feature	NOUN
cana-4167	48	10	demonstration	demonstration	NOUN
cana-4167	48	11	and	and	CCONJ
cana-4167	48	12	imbalanced	imbalanced	ADJ
cana-4167	48	13	data	datum	NOUN
cana-4167	48	14	.	.	PUNCT
cana-4167	49	1	however	however	ADV
cana-4167	49	2	,	,	PUNCT
cana-4167	49	3	the	the	DET
cana-4167	49	4	security	security	NOUN
cana-4167	49	5	while	while	SCONJ
cana-4167	49	6	transmitting	transmit	VERB
cana-4167	49	7	the	the	DET
cana-4167	49	8	data	datum	NOUN
cana-4167	49	9	was	be	AUX
cana-4167	49	10	not	not	PART
cana-4167	49	11	attained	attain	VERB
cana-4167	49	12	efficiently	efficiently	ADV
cana-4167	49	13	.	.	PUNCT
cana-4167	50	1	a	a	DET
cana-4167	50	2	federated	federated	ADJ
cana-4167	50	3	learning	learning	NOUN
cana-4167	50	4	system	system	NOUN
cana-4167	50	5	based	base	VERB
cana-4167	50	6	on	on	ADP
cana-4167	50	7	multi	multi	ADJ
cana-4167	50	8	-	-	ADJ
cana-4167	50	9	layer	layer	ADJ
cana-4167	50	10	perceptron	perceptron	NOUN
cana-4167	50	11	was	be	AUX
cana-4167	50	12	introduced	introduce	VERB
cana-4167	50	13	in	in	ADP
cana-4167	50	14	[	[	X
cana-4167	50	15	7	7	NUM
cana-4167	50	16	]	]	PUNCT
cana-4167	50	17	to	to	PART
cana-4167	50	18	determine	determine	VERB
cana-4167	50	19	the	the	DET
cana-4167	50	20	iot	iot	PROPN
cana-4167	50	21	botnet	botnet	NOUN
cana-4167	50	22	attacks	attack	NOUN
cana-4167	50	23	.	.	PUNCT
cana-4167	51	1	xgboost	xgboost	PROPN
cana-4167	51	2	model	model	PROPN
cana-4167	51	3	was	be	AUX
cana-4167	51	4	employed	employ	VERB
cana-4167	51	5	for	for	ADP
cana-4167	51	6	pertinent	pertinent	ADJ
cana-4167	51	7	feature	feature	NOUN
cana-4167	51	8	selection	selection	NOUN
cana-4167	51	9	and	and	CCONJ
cana-4167	51	10	principal	principal	ADJ
cana-4167	51	11	component	component	NOUN
cana-4167	51	12	analysis	analysis	NOUN
cana-4167	51	13	was	be	AUX
cana-4167	51	14	used	use	VERB
cana-4167	51	15	for	for	ADP
cana-4167	51	16	dimensionality	dimensionality	NOUN
cana-4167	51	17	minimization	minimization	NOUN
cana-4167	51	18	.	.	PUNCT
cana-4167	52	1	with	with	ADP
cana-4167	52	2	this	this	PRON
cana-4167	52	3	,	,	PUNCT
cana-4167	52	4	computational	computational	ADJ
cana-4167	52	5	complexity	complexity	NOUN
cana-4167	52	6	was	be	AUX
cana-4167	52	7	reduced	reduce	VERB
cana-4167	52	8	.	.	PUNCT
cana-4167	53	1	however	however	ADV
cana-4167	53	2	,	,	PUNCT
cana-4167	53	3	the	the	DET
cana-4167	53	4	efficiency	efficiency	NOUN
cana-4167	53	5	of	of	ADP
cana-4167	53	6	attack	attack	NOUN
cana-4167	53	7	detection	detection	NOUN
cana-4167	53	8	was	be	AUX
cana-4167	53	9	not	not	PART
cana-4167	53	10	improved	improve	VERB
cana-4167	53	11	.	.	PUNCT
cana-4167	54	1	a	a	DET
cana-4167	54	2	federated	federated	ADJ
cana-4167	54	3	learning	learning	NOUN
cana-4167	54	4	-	-	PUNCT
cana-4167	54	5	based	base	VERB
cana-4167	54	6	ids	id	NOUN
cana-4167	54	7	(	(	PUNCT
cana-4167	54	8	fl	fl	NOUN
cana-4167	54	9	-	-	PUNCT
cana-4167	54	10	ids	id	NOUN
cana-4167	54	11	)	)	PUNCT
cana-4167	54	12	was	be	AUX
cana-4167	54	13	introduced	introduce	VERB
cana-4167	54	14	in	in	ADP
cana-4167	54	15	[	[	X
cana-4167	54	16	8	8	NUM
cana-4167	54	17	]	]	PUNCT
cana-4167	54	18	to	to	PART
cana-4167	54	19	progress	progress	VERB
cana-4167	54	20	the	the	DET
cana-4167	54	21	security	security	NOUN
cana-4167	54	22	iot	iot	NOUN
cana-4167	54	23	network	network	NOUN
cana-4167	54	24	via	via	ADP
cana-4167	54	25	increasing	increase	VERB
cana-4167	54	26	the	the	DET
cana-4167	54	27	data	data	NOUN
cana-4167	54	28	privacy	privacy	NOUN
cana-4167	54	29	.	.	PUNCT
cana-4167	55	1	but	but	CCONJ
cana-4167	55	2	,	,	PUNCT
cana-4167	55	3	the	the	DET
cana-4167	55	4	time	time	NOUN
cana-4167	55	5	complexity	complexity	NOUN
cana-4167	55	6	was	be	AUX
cana-4167	55	7	not	not	PART
cana-4167	55	8	reduced	reduce	VERB
cana-4167	55	9	.	.	PUNCT
cana-4167	56	1	an	an	DET
cana-4167	56	2	improved	improve	VERB
cana-4167	56	3	deep	deep	ADJ
cana-4167	56	4	neural	neural	ADJ
cana-4167	56	5	network	network	NOUN
cana-4167	56	6	(	(	PUNCT
cana-4167	56	7	idnn	idnn	NOUN
cana-4167	56	8	)	)	PUNCT
cana-4167	56	9	was	be	AUX
cana-4167	56	10	designed	design	VERB
cana-4167	56	11	in	in	ADP
cana-4167	56	12	[	[	X
cana-4167	56	13	9	9	NUM
cana-4167	56	14	]	]	PUNCT
cana-4167	56	15	to	to	PART
cana-4167	56	16	perform	perform	VERB
cana-4167	56	17	anomaly	anomaly	NOUN
cana-4167	56	18	intrusion	intrusion	NOUN
cana-4167	56	19	detection	detection	NOUN
cana-4167	56	20	in	in	ADP
cana-4167	56	21	wsn	wsn	PROPN
cana-4167	56	22	.	.	PUNCT
cana-4167	57	1	the	the	DET
cana-4167	57	2	global	global	ADJ
cana-4167	57	3	search	search	NOUN
cana-4167	57	4	strategy	strategy	NOUN
cana-4167	57	5	of	of	ADP
cana-4167	57	6	the	the	DET
cana-4167	57	7	coyote	coyote	NOUN
cana-4167	57	8	optimization	optimization	NOUN
cana-4167	57	9	was	be	AUX
cana-4167	57	10	applied	apply	VERB
cana-4167	57	11	to	to	PART
cana-4167	57	12	establish	establish	VERB
cana-4167	57	13	communications	communication	NOUN
cana-4167	57	14	on	on	ADP
cana-4167	57	15	applied	apply	VERB
cana-4167	57	16	nonlinear	nonlinear	ADJ
cana-4167	57	17	analysis	analysis	NOUN
cana-4167	57	18	issn	issn	NOUN
cana-4167	57	19	:	:	PUNCT
cana-4167	57	20	1074	1074	NUM
cana-4167	57	21	-	-	PUNCT
cana-4167	57	22	133x	133x	NUM
cana-4167	57	23	vol	vol	NOUN
cana-4167	57	24	32	32	NUM
cana-4167	57	25	no	no	NOUN
cana-4167	57	26	.	.	PUNCT
cana-4167	58	1	9s	9s	NUM
cana-4167	58	2	(	(	PUNCT
cana-4167	58	3	2025	2025	NUM
cana-4167	58	4	)	)	PUNCT
cana-4167	58	5	1429	1429	NUM
cana-4167	58	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4167	58	7	network	network	NOUN
cana-4167	58	8	topologies	topology	NOUN
cana-4167	58	9	.	.	PUNCT
cana-4167	59	1	a	a	DET
cana-4167	59	2	blockchain	blockchain	NOUN
cana-4167	59	3	-	-	PUNCT
cana-4167	59	4	machine	machine	NOUN
cana-4167	59	5	learning	learning	NOUN
cana-4167	59	6	(	(	PUNCT
cana-4167	59	7	bc	bc	PROPN
cana-4167	59	8	-	-	PUNCT
cana-4167	59	9	ml	ml	NOUN
cana-4167	59	10	)	)	PUNCT
cana-4167	59	11	was	be	AUX
cana-4167	59	12	introduced	introduce	VERB
cana-4167	59	13	in	in	ADP
cana-4167	59	14	[	[	X
cana-4167	59	15	10	10	NUM
cana-4167	59	16	]	]	PUNCT
cana-4167	59	17	improved	improve	VERB
cana-4167	59	18	malevolent	malevolent	ADJ
cana-4167	59	19	node	node	ADJ
cana-4167	59	20	identification	identification	NOUN
cana-4167	59	21	in	in	ADP
cana-4167	59	22	wsn	wsn	PROPN
cana-4167	59	23	.	.	PUNCT
cana-4167	60	1	however	however	ADV
cana-4167	60	2	,	,	PUNCT
cana-4167	60	3	the	the	DET
cana-4167	60	4	precision	precision	NOUN
cana-4167	60	5	and	and	CCONJ
cana-4167	60	6	recall	recall	NOUN
cana-4167	60	7	rate	rate	NOUN
cana-4167	60	8	was	be	AUX
cana-4167	60	9	not	not	PART
cana-4167	60	10	increased	increase	VERB
cana-4167	60	11	sufficiently	sufficiently	ADV
cana-4167	60	12	.	.	PUNCT
cana-4167	61	1	evasion	evasion	NOUN
cana-4167	61	2	generative	generative	VERB
cana-4167	61	3	adversarial	adversarial	ADJ
cana-4167	61	4	network	network	NOUN
cana-4167	61	5	based	base	VERB
cana-4167	61	6	on	on	ADP
cana-4167	61	7	the	the	DET
cana-4167	61	8	deep	deep	ADJ
cana-4167	61	9	reinforcement	reinforcement	NOUN
cana-4167	61	10	learning	learning	NOUN
cana-4167	61	11	was	be	AUX
cana-4167	61	12	introduced	introduce	VERB
cana-4167	61	13	in	in	ADP
cana-4167	61	14	[	[	X
cana-4167	61	15	11	11	NUM
cana-4167	61	16	]	]	PUNCT
cana-4167	61	17	for	for	ADP
cana-4167	61	18	botnet	botnet	NOUN
cana-4167	61	19	detection	detection	NOUN
cana-4167	61	20	.	.	PUNCT
cana-4167	62	1	however	however	ADV
cana-4167	62	2	,	,	PUNCT
cana-4167	62	3	robustness	robustness	NOUN
cana-4167	62	4	of	of	ADP
cana-4167	62	5	the	the	DET
cana-4167	62	6	attack	attack	NOUN
cana-4167	62	7	detection	detection	NOUN
cana-4167	62	8	was	be	AUX
cana-4167	62	9	not	not	PART
cana-4167	62	10	enhanced	enhance	VERB
cana-4167	62	11	.	.	PUNCT
cana-4167	63	1	a	a	DET
cana-4167	63	2	deep	deep	ADJ
cana-4167	63	3	neural	neural	ADJ
cana-4167	63	4	network	network	NOUN
cana-4167	63	5	-	-	PUNCT
cana-4167	63	6	based	base	VERB
cana-4167	63	7	ids	id	NOUN
cana-4167	63	8	was	be	AUX
cana-4167	63	9	discovered	discover	VERB
cana-4167	63	10	to	to	PART
cana-4167	63	11	recognize	recognize	VERB
cana-4167	63	12	malevolent	malevolent	ADJ
cana-4167	63	13	data	datum	NOUN
cana-4167	63	14	in	in	ADP
cana-4167	63	15	real	real	ADJ
cana-4167	63	16	-	-	PUNCT
cana-4167	63	17	time	time	NOUN
cana-4167	63	18	.	.	PUNCT
cana-4167	64	1	accuracy	accuracy	NOUN
cana-4167	64	2	was	be	AUX
cana-4167	64	3	not	not	PART
cana-4167	64	4	enhanced	enhance	VERB
cana-4167	64	5	.	.	PUNCT
cana-4167	65	1	a	a	DET
cana-4167	65	2	deep	deep	ADJ
cana-4167	65	3	neural	neural	ADJ
cana-4167	65	4	network	network	NOUN
cana-4167	65	5	based	base	VERB
cana-4167	65	6	real	real	ADJ
cana-4167	65	7	-	-	PUNCT
cana-4167	65	8	time	time	NOUN
cana-4167	65	9	ids	id	NOUN
cana-4167	65	10	was	be	AUX
cana-4167	65	11	presented	present	VERB
cana-4167	65	12	in	in	ADP
cana-4167	65	13	[	[	X
cana-4167	65	14	12	12	NUM
cana-4167	65	15	]	]	PUNCT
cana-4167	65	16	for	for	SCONJ
cana-4167	65	17	iot	iot	NOUN
cana-4167	65	18	to	to	PART
cana-4167	65	19	solve	solve	VERB
cana-4167	65	20	the	the	DET
cana-4167	65	21	diverse	diverse	ADJ
cana-4167	65	22	security	security	NOUN
cana-4167	65	23	threats	threat	NOUN
cana-4167	65	24	.	.	PUNCT
cana-4167	66	1	machine	machine	NOUN
cana-4167	66	2	learning	learning	PROPN
cana-4167	66	3	based	base	VERB
cana-4167	66	4	model	model	NOUN
cana-4167	66	5	was	be	AUX
cana-4167	66	6	developed	develop	VERB
cana-4167	66	7	in	in	ADP
cana-4167	66	8	[	[	X
cana-4167	66	9	13	13	NUM
cana-4167	66	10	]	]	PUNCT
cana-4167	66	11	to	to	PART
cana-4167	66	12	discover	discover	VERB
cana-4167	66	13	the	the	DET
cana-4167	66	14	dos	do	NOUN
cana-4167	66	15	attack	attack	NOUN
cana-4167	66	16	in	in	ADP
cana-4167	66	17	wireless	wireless	ADJ
cana-4167	66	18	network	network	NOUN
cana-4167	66	19	.	.	PUNCT
cana-4167	67	1	improved	improve	VERB
cana-4167	67	2	quantum	quantum	ADJ
cana-4167	67	3	neural	neural	ADJ
cana-4167	67	4	network	network	NOUN
cana-4167	67	5	and	and	CCONJ
cana-4167	67	6	elliptical	elliptical	ADJ
cana-4167	67	7	curve	curve	NOUN
cana-4167	67	8	cryptography	cryptography	NOUN
cana-4167	67	9	was	be	AUX
cana-4167	67	10	designed	design	VERB
cana-4167	67	11	in	in	ADP
cana-4167	67	12	[	[	X
cana-4167	67	13	14	14	NUM
cana-4167	67	14	]	]	PUNCT
cana-4167	67	15	to	to	PART
cana-4167	67	16	determine	determine	VERB
cana-4167	67	17	the	the	DET
cana-4167	67	18	attacks	attack	NOUN
cana-4167	67	19	for	for	ADP
cana-4167	67	20	better	well	ADJ
cana-4167	67	21	data	datum	NOUN
cana-4167	67	22	security	security	NOUN
cana-4167	67	23	.	.	PUNCT
cana-4167	68	1	modified	modify	VERB
cana-4167	68	2	dwarf	dwarf	NOUN
cana-4167	68	3	mongoose	mongoose	VERB
cana-4167	68	4	optimization	optimization	NOUN
cana-4167	68	5	with	with	ADP
cana-4167	68	6	deep	deep	ADJ
cana-4167	68	7	learning	learning	NOUN
cana-4167	68	8	was	be	AUX
cana-4167	68	9	introduced	introduce	VERB
cana-4167	68	10	in	in	ADP
cana-4167	68	11	[	[	X
cana-4167	68	12	15	15	NUM
cana-4167	68	13	]	]	PUNCT
cana-4167	68	14	to	to	PART
cana-4167	68	15	identify	identify	VERB
cana-4167	68	16	the	the	DET
cana-4167	68	17	attack	attack	NOUN
cana-4167	68	18	detection	detection	NOUN
cana-4167	68	19	.	.	PUNCT
cana-4167	69	1	1.1	1.1	NUM
cana-4167	69	2	contribution	contribution	NOUN
cana-4167	69	3	•	•	ADP
cana-4167	69	4	a	a	DET
cana-4167	69	5	new	new	ADJ
cana-4167	69	6	pdrdrn	pdrdrn	NOUN
cana-4167	69	7	-	-	PUNCT
cana-4167	69	8	ksss	ksss	NOUN
cana-4167	69	9	technique	technique	NOUN
cana-4167	69	10	is	be	AUX
cana-4167	69	11	developed	develop	VERB
cana-4167	69	12	for	for	ADP
cana-4167	69	13	cyber	cyber	NOUN
cana-4167	69	14	attack	attack	NOUN
cana-4167	69	15	detection	detection	NOUN
cana-4167	69	16	based	base	VERB
cana-4167	69	17	on	on	ADP
cana-4167	69	18	the	the	DET
cana-4167	69	19	classification	classification	NOUN
cana-4167	69	20	and	and	CCONJ
cana-4167	69	21	secure	secure	ADJ
cana-4167	69	22	data	data	NOUN
cana-4167	69	23	transmission	transmission	NOUN
cana-4167	69	24	process	process	NOUN
cana-4167	69	25	in	in	ADP
cana-4167	69	26	wireless	wireless	ADJ
cana-4167	69	27	network	network	NOUN
cana-4167	69	28	with	with	ADP
cana-4167	69	29	higher	high	ADJ
cana-4167	69	30	accuracy	accuracy	NOUN
cana-4167	69	31	and	and	CCONJ
cana-4167	69	32	data	datum	NOUN
cana-4167	69	33	integrity	integrity	NOUN
cana-4167	69	34	rate	rate	NOUN
cana-4167	69	35	.	.	PUNCT
cana-4167	70	1	•	•	NOUN
cana-4167	70	2	to	to	PART
cana-4167	70	3	accurately	accurately	ADV
cana-4167	70	4	classify	classify	VERB
cana-4167	70	5	the	the	DET
cana-4167	70	6	data	data	NOUN
cana-4167	70	7	samples	sample	NOUN
cana-4167	70	8	into	into	ADP
cana-4167	70	9	normal	normal	ADJ
cana-4167	70	10	or	or	CCONJ
cana-4167	70	11	attacks	attack	NOUN
cana-4167	70	12	,	,	PUNCT
cana-4167	70	13	probabilistic	probabilistic	ADJ
cana-4167	70	14	deming	deming	PROPN
cana-4167	70	15	regressive	regressive	ADJ
cana-4167	70	16	similarity	similarity	NOUN
cana-4167	70	17	indexed	index	VERB
cana-4167	71	1	deep	deep	ADJ
cana-4167	71	2	recursive	recursive	ADJ
cana-4167	71	3	network	network	NOUN
cana-4167	71	4	is	be	AUX
cana-4167	71	5	designed	design	VERB
cana-4167	71	6	.	.	PUNCT
cana-4167	72	1	•	•	INTJ
cana-4167	72	2	to	to	PART
cana-4167	72	3	select	select	VERB
cana-4167	72	4	pertinent	pertinent	ADJ
cana-4167	72	5	features	feature	NOUN
cana-4167	72	6	and	and	CCONJ
cana-4167	72	7	eliminate	eliminate	VERB
cana-4167	72	8	the	the	DET
cana-4167	72	9	irrelevant	irrelevant	ADJ
cana-4167	72	10	features	feature	NOUN
cana-4167	72	11	for	for	ADP
cana-4167	72	12	attack	attack	NOUN
cana-4167	72	13	detection	detection	NOUN
cana-4167	72	14	,	,	PUNCT
cana-4167	72	15	probabilistic	probabilistic	ADJ
cana-4167	72	16	deming	deming	PROPN
cana-4167	72	17	regression	regression	NOUN
cana-4167	72	18	analysis	analysis	NOUN
cana-4167	72	19	is	be	AUX
cana-4167	72	20	used	use	VERB
cana-4167	72	21	in	in	ADP
cana-4167	72	22	the	the	DET
cana-4167	72	23	deep	deep	ADJ
cana-4167	72	24	recursive	recursive	ADJ
cana-4167	72	25	network	network	NOUN
cana-4167	72	26	that	that	PRON
cana-4167	72	27	minimizes	minimize	VERB
cana-4167	72	28	the	the	DET
cana-4167	72	29	time	time	NOUN
cana-4167	72	30	involved	involve	VERB
cana-4167	72	31	in	in	ADP
cana-4167	72	32	the	the	DET
cana-4167	72	33	attack	attack	NOUN
cana-4167	72	34	detection	detection	NOUN
cana-4167	72	35	.	.	PUNCT
cana-4167	73	1	•	•	NUM
cana-4167	73	2	to	to	PART
cana-4167	73	3	enhance	enhance	VERB
cana-4167	73	4	the	the	DET
cana-4167	73	5	secure	secure	ADJ
cana-4167	73	6	data	data	NOUN
cana-4167	73	7	transmission	transmission	NOUN
cana-4167	73	8	in	in	ADP
cana-4167	73	9	wireless	wireless	ADJ
cana-4167	73	10	network	network	NOUN
cana-4167	73	11	in	in	ADP
cana-4167	73	12	terms	term	NOUN
cana-4167	73	13	of	of	ADP
cana-4167	73	14	higher	high	ADJ
cana-4167	73	15	data	datum	NOUN
cana-4167	73	16	confidentiality	confidentiality	NOUN
cana-4167	73	17	and	and	CCONJ
cana-4167	73	18	integrity	integrity	NOUN
cana-4167	73	19	,	,	PUNCT
cana-4167	73	20	cramer	cramer	PROPN
cana-4167	73	21	's	's	PART
cana-4167	73	22	correlated	correlate	VERB
cana-4167	73	23	kupyna	kupyna	PROPN
cana-4167	73	24	schmidt	schmidt	PROPN
cana-4167	73	25	-	-	PUNCT
cana-4167	73	26	samoa	samoa	PROPN
cana-4167	73	27	signcryption	signcryption	NOUN
cana-4167	73	28	is	be	AUX
cana-4167	73	29	designed	design	VERB
cana-4167	73	30	to	to	PART
cana-4167	73	31	perform	perform	VERB
cana-4167	73	32	key	key	ADJ
cana-4167	73	33	generation	generation	NOUN
cana-4167	73	34	,	,	PUNCT
cana-4167	73	35	signcyption	signcyption	NOUN
cana-4167	73	36	and	and	CCONJ
cana-4167	73	37	unsigncyption	unsigncyption	NOUN
cana-4167	73	38	.	.	PUNCT
cana-4167	74	1	•	•	NUM
cana-4167	74	2	finally	finally	ADV
cana-4167	74	3	,	,	PUNCT
cana-4167	74	4	an	an	DET
cana-4167	74	5	experimental	experimental	ADJ
cana-4167	74	6	evaluation	evaluation	NOUN
cana-4167	74	7	is	be	AUX
cana-4167	74	8	conducted	conduct	VERB
cana-4167	74	9	to	to	PART
cana-4167	74	10	compute	compute	VERB
cana-4167	74	11	the	the	DET
cana-4167	74	12	performance	performance	NOUN
cana-4167	74	13	of	of	ADP
cana-4167	74	14	the	the	DET
cana-4167	74	15	pdrdrn	pdrdrn	NOUN
cana-4167	74	16	-	-	PUNCT
cana-4167	74	17	ksss	ksss	NOUN
cana-4167	74	18	technique	technique	NOUN
cana-4167	74	19	using	use	VERB
cana-4167	74	20	various	various	ADJ
cana-4167	74	21	metrics	metric	NOUN
cana-4167	74	22	and	and	CCONJ
cana-4167	74	23	compared	compare	VERB
cana-4167	74	24	to	to	ADP
cana-4167	74	25	state	state	NOUN
cana-4167	74	26	-	-	PUNCT
cana-4167	74	27	of	of	ADP
cana-4167	74	28	-	-	PUNCT
cana-4167	74	29	the	the	DET
cana-4167	74	30	-	-	PUNCT
cana-4167	74	31	art	art	NOUN
cana-4167	74	32	methods	method	NOUN
cana-4167	74	33	.	.	PUNCT
cana-4167	75	1	1.2	1.2	NUM
cana-4167	75	2	organization	organization	NOUN
cana-4167	75	3	of	of	ADP
cana-4167	75	4	paper	paper	NOUN
cana-4167	75	5	the	the	DET
cana-4167	75	6	paper	paper	NOUN
cana-4167	75	7	is	be	AUX
cana-4167	75	8	organized	organize	VERB
cana-4167	75	9	into	into	ADP
cana-4167	75	10	the	the	DET
cana-4167	75	11	following	follow	VERB
cana-4167	75	12	sections	section	NOUN
cana-4167	75	13	:	:	PUNCT
cana-4167	75	14	section	section	NOUN
cana-4167	75	15	2	2	NUM
cana-4167	75	16	reviews	review	NOUN
cana-4167	75	17	related	relate	VERB
cana-4167	75	18	work	work	NOUN
cana-4167	75	19	.	.	PUNCT
cana-4167	76	1	section	section	NOUN
cana-4167	76	2	3	3	NUM
cana-4167	76	3	describes	describe	VERB
cana-4167	76	4	the	the	DET
cana-4167	76	5	pdrdrn	pdrdrn	NOUN
cana-4167	76	6	-	-	PUNCT
cana-4167	76	7	ksss	ksss	NOUN
cana-4167	76	8	with	with	ADP
cana-4167	76	9	a	a	DET
cana-4167	76	10	detailed	detailed	ADJ
cana-4167	76	11	diagram	diagram	NOUN
cana-4167	76	12	.	.	PUNCT
cana-4167	77	1	section	section	NOUN
cana-4167	77	2	4	4	NUM
cana-4167	77	3	outlines	outline	VERB
cana-4167	77	4	the	the	DET
cana-4167	77	5	experimental	experimental	ADJ
cana-4167	77	6	settings	setting	NOUN
cana-4167	77	7	and	and	CCONJ
cana-4167	77	8	section	section	NOUN
cana-4167	77	9	5	5	NUM
cana-4167	77	10	gives	give	VERB
cana-4167	77	11	a	a	DET
cana-4167	77	12	comparative	comparative	ADJ
cana-4167	77	13	analysis	analysis	NOUN
cana-4167	77	14	of	of	ADP
cana-4167	77	15	various	various	ADJ
cana-4167	77	16	metrics	metric	NOUN
cana-4167	77	17	with	with	ADP
cana-4167	77	18	different	different	ADJ
cana-4167	77	19	methods	method	NOUN
cana-4167	77	20	.	.	PUNCT
cana-4167	78	1	finally	finally	ADV
cana-4167	78	2	,	,	PUNCT
cana-4167	78	3	section	section	NOUN
cana-4167	78	4	6	6	NUM
cana-4167	78	5	presents	present	VERB
cana-4167	78	6	the	the	DET
cana-4167	78	7	overall	overall	ADJ
cana-4167	78	8	conclusion	conclusion	NOUN
cana-4167	78	9	.	.	PUNCT
cana-4167	79	1	2	2	X
cana-4167	79	2	.	.	X
cana-4167	79	3	related	relate	VERB
cana-4167	79	4	works	work	VERB
cana-4167	79	5	a	a	DET
cana-4167	79	6	deep	deep	ADJ
cana-4167	79	7	variational	variational	ADJ
cana-4167	79	8	autoencoder	autoencoder	NOUN
cana-4167	79	9	(	(	PUNCT
cana-4167	79	10	dvae	dvae	NOUN
cana-4167	79	11	)	)	PUNCT
cana-4167	79	12	classifier	classifier	NOUN
cana-4167	79	13	was	be	AUX
cana-4167	79	14	applied	apply	VERB
cana-4167	79	15	to	to	PART
cana-4167	79	16	categorize	categorize	VERB
cana-4167	79	17	the	the	DET
cana-4167	79	18	attack	attack	NOUN
cana-4167	79	19	samples	sample	NOUN
cana-4167	79	20	.	.	PUNCT
cana-4167	80	1	dos	do	NOUN
cana-4167	80	2	attack	attack	NOUN
cana-4167	80	3	identification	identification	NOUN
cana-4167	80	4	through	through	ADP
cana-4167	80	5	the	the	DET
cana-4167	80	6	fuzzy	fuzzy	ADJ
cana-4167	80	7	temporal	temporal	ADJ
cana-4167	80	8	deep	deep	ADJ
cana-4167	80	9	long	long	ADJ
cana-4167	80	10	short	short	ADJ
cana-4167	80	11	-	-	PUNCT
cana-4167	80	12	term	term	NOUN
cana-4167	80	13	memory	memory	NOUN
cana-4167	80	14	was	be	AUX
cana-4167	80	15	carried	carry	VERB
cana-4167	80	16	out	out	ADP
cana-4167	80	17	in	in	ADP
cana-4167	80	18	[	[	X
cana-4167	80	19	16	16	NUM
cana-4167	80	20	]	]	PUNCT
cana-4167	80	21	for	for	ADP
cana-4167	80	22	wsn	wsn	PROPN
cana-4167	80	23	.	.	PUNCT
cana-4167	81	1	by	by	ADP
cana-4167	81	2	applying	apply	VERB
cana-4167	81	3	ml	ml	NOUN
cana-4167	81	4	based	base	VERB
cana-4167	81	5	e	e	NOUN
cana-4167	81	6	-	-	ADJ
cana-4167	81	7	shaped	shape	VERB
cana-4167	81	8	structure	structure	NOUN
cana-4167	81	9	with	with	ADP
cana-4167	81	10	algorithms	algorithm	NOUN
cana-4167	81	11	,	,	PUNCT
cana-4167	81	12	anomaly	anomaly	NOUN
cana-4167	81	13	detection	detection	NOUN
cana-4167	81	14	was	be	AUX
cana-4167	81	15	performed	perform	VERB
cana-4167	81	16	in	in	ADP
cana-4167	81	17	wsn	wsn	PROPN
cana-4167	81	18	[	[	X
cana-4167	81	19	17	17	NUM
cana-4167	81	20	]	]	PUNCT
cana-4167	81	21	.	.	PUNCT
cana-4167	82	1	to	to	PART
cana-4167	82	2	enhance	enhance	VERB
cana-4167	82	3	the	the	DET
cana-4167	82	4	data	datum	NOUN
cana-4167	82	5	security	security	NOUN
cana-4167	82	6	,	,	PUNCT
cana-4167	82	7	improved	improve	VERB
cana-4167	82	8	elliptic	elliptic	ADJ
cana-4167	82	9	key	key	ADJ
cana-4167	82	10	cryptography	cryptography	NOUN
cana-4167	82	11	was	be	AUX
cana-4167	82	12	developed	develop	VERB
cana-4167	82	13	in	in	ADP
cana-4167	82	14	[	[	X
cana-4167	82	15	18	18	NUM
cana-4167	82	16	]	]	PUNCT
cana-4167	82	17	for	for	ADP
cana-4167	82	18	wireless	wireless	ADJ
cana-4167	82	19	network	network	NOUN
cana-4167	82	20	.	.	PUNCT
cana-4167	83	1	through	through	ADP
cana-4167	83	2	combining	combine	VERB
cana-4167	83	3	the	the	DET
cana-4167	83	4	deep	deep	ADJ
cana-4167	83	5	neural	neural	ADJ
cana-4167	83	6	networks	network	NOUN
cana-4167	83	7	and	and	CCONJ
cana-4167	83	8	convolutional	convolutional	ADJ
cana-4167	83	9	neural	neural	ADJ
cana-4167	83	10	network	network	NOUN
cana-4167	83	11	,	,	PUNCT
cana-4167	83	12	the	the	DET
cana-4167	83	13	ability	ability	NOUN
cana-4167	83	14	of	of	ADP
cana-4167	83	15	ids	id	NOUN
cana-4167	83	16	was	be	AUX
cana-4167	83	17	enhanced	enhance	VERB
cana-4167	83	18	in	in	ADP
cana-4167	83	19	[	[	X
cana-4167	83	20	19	19	NUM
cana-4167	83	21	]	]	PUNCT
cana-4167	83	22	.	.	PUNCT
cana-4167	84	1	a	a	DET
cana-4167	84	2	probabilistic	probabilistic	ADJ
cana-4167	84	3	data	data	NOUN
cana-4167	84	4	communications	communication	NOUN
cana-4167	84	5	on	on	ADP
cana-4167	84	6	applied	apply	VERB
cana-4167	84	7	nonlinear	nonlinear	ADJ
cana-4167	84	8	analysis	analysis	NOUN
cana-4167	84	9	issn	issn	NOUN
cana-4167	84	10	:	:	PUNCT
cana-4167	84	11	1074	1074	NUM
cana-4167	84	12	-	-	PUNCT
cana-4167	84	13	133x	133x	NUM
cana-4167	84	14	vol	vol	NOUN
cana-4167	84	15	32	32	NUM
cana-4167	84	16	no	no	NOUN
cana-4167	84	17	.	.	PUNCT
cana-4167	85	1	9s	9s	NUM
cana-4167	85	2	(	(	PUNCT
cana-4167	85	3	2025	2025	NUM
cana-4167	85	4	)	)	PUNCT
cana-4167	85	5	1430	1430	NUM
cana-4167	85	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4167	85	7	structures	structure	NOUN
cana-4167	85	8	and	and	CCONJ
cana-4167	85	9	deep	deep	ADJ
cana-4167	85	10	learning	learning	NOUN
cana-4167	85	11	techniques	technique	NOUN
cana-4167	85	12	were	be	AUX
cana-4167	85	13	designed	design	VERB
cana-4167	85	14	in	in	ADP
cana-4167	85	15	[	[	X
cana-4167	85	16	20	20	NUM
cana-4167	85	17	]	]	PUNCT
cana-4167	85	18	to	to	PART
cana-4167	85	19	process	process	VERB
cana-4167	85	20	traffic	traffic	NOUN
cana-4167	85	21	data	datum	NOUN
cana-4167	85	22	for	for	ADP
cana-4167	85	23	attack	attack	NOUN
cana-4167	85	24	detection	detection	NOUN
cana-4167	85	25	.	.	PUNCT
cana-4167	86	1	the	the	DET
cana-4167	86	2	technique	technique	NOUN
cana-4167	86	3	reduces	reduce	VERB
cana-4167	86	4	the	the	DET
cana-4167	86	5	false	false	ADJ
cana-4167	86	6	alarm	alarm	NOUN
cana-4167	86	7	rate	rate	NOUN
cana-4167	86	8	.	.	PUNCT
cana-4167	87	1	a	a	DET
cana-4167	87	2	lightweight	lightweight	ADJ
cana-4167	87	3	machine	machine	NOUN
cana-4167	87	4	learning	learn	VERB
cana-4167	87	5	detection	detection	NOUN
cana-4167	87	6	model	model	NOUN
cana-4167	87	7	depended	depend	VERB
cana-4167	87	8	on	on	ADP
cana-4167	87	9	the	the	DET
cana-4167	87	10	decision	decision	NOUN
cana-4167	87	11	tree	tree	NOUN
cana-4167	87	12	(	(	PUNCT
cana-4167	87	13	dt	dt	NOUN
cana-4167	87	14	)	)	PUNCT
cana-4167	87	15	with	with	ADP
cana-4167	87	16	the	the	DET
cana-4167	87	17	gini	gini	PROPN
cana-4167	87	18	feature	feature	NOUN
cana-4167	87	19	selection	selection	NOUN
cana-4167	87	20	method	method	NOUN
cana-4167	87	21	was	be	AUX
cana-4167	87	22	developed	develop	VERB
cana-4167	87	23	in	in	ADP
cana-4167	87	24	[	[	X
cana-4167	87	25	21	21	NUM
cana-4167	87	26	]	]	PUNCT
cana-4167	87	27	to	to	PART
cana-4167	87	28	sense	sense	VERB
cana-4167	87	29	dos	do	NOUN
cana-4167	87	30	attacks	attack	NOUN
cana-4167	87	31	.	.	PUNCT
cana-4167	88	1	an	an	DET
cana-4167	88	2	efficient	efficient	ADJ
cana-4167	88	3	deep	deep	ADJ
cana-4167	88	4	learning	learning	NOUN
cana-4167	88	5	based	base	VERB
cana-4167	88	6	solution	solution	NOUN
cana-4167	88	7	was	be	AUX
cana-4167	88	8	provided	provide	VERB
cana-4167	88	9	by	by	ADP
cana-4167	88	10	[	[	X
cana-4167	88	11	22	22	NUM
cana-4167	88	12	]	]	PUNCT
cana-4167	88	13	to	to	AUX
cana-4167	88	14	ids	id	NOUN
cana-4167	88	15	in	in	ADP
cana-4167	88	16	wireless	wireless	ADJ
cana-4167	88	17	network	network	NOUN
cana-4167	88	18	.	.	PUNCT
cana-4167	89	1	statistics	statistic	NOUN
cana-4167	89	2	and	and	CCONJ
cana-4167	89	3	higher	high	ADJ
cana-4167	89	4	-	-	PUNCT
cana-4167	89	5	order	order	NOUN
cana-4167	89	6	descriptors	descriptor	NOUN
cana-4167	89	7	were	be	AUX
cana-4167	89	8	employed	employ	VERB
cana-4167	89	9	to	to	PART
cana-4167	89	10	extract	extract	VERB
cana-4167	89	11	the	the	DET
cana-4167	89	12	features	feature	NOUN
cana-4167	89	13	for	for	ADP
cana-4167	89	14	attack	attack	NOUN
cana-4167	89	15	detection	detection	NOUN
cana-4167	89	16	.	.	PUNCT
cana-4167	90	1	an	an	DET
cana-4167	90	2	intelligent	intelligent	ADJ
cana-4167	90	3	hybrid	hybrid	NOUN
cana-4167	90	4	model	model	NOUN
cana-4167	90	5	through	through	ADP
cana-4167	90	6	deep	deep	ADJ
cana-4167	90	7	and	and	CCONJ
cana-4167	90	8	machine	machine	NOUN
cana-4167	90	9	learning	learning	NOUN
cana-4167	90	10	technologies	technology	NOUN
cana-4167	90	11	for	for	ADP
cana-4167	90	12	cyber	cyber	NOUN
cana-4167	90	13	attack	attack	NOUN
cana-4167	90	14	detection	detection	NOUN
cana-4167	90	15	in	in	ADP
cana-4167	90	16	[	[	X
cana-4167	90	17	23].the	23].the	DET
cana-4167	90	18	model	model	NOUN
cana-4167	90	19	increased	increase	VERB
cana-4167	90	20	cyber	cyber	NOUN
cana-4167	90	21	-	-	PUNCT
cana-4167	90	22	attack	attack	NOUN
cana-4167	90	23	detection	detection	NOUN
cana-4167	90	24	speed	speed	NOUN
cana-4167	90	25	.	.	PUNCT
cana-4167	91	1	a	a	DET
cana-4167	91	2	novel	novel	ADJ
cana-4167	91	3	deep	deep	ADJ
cana-4167	91	4	learning	learning	NOUN
cana-4167	91	5	model	model	NOUN
cana-4167	91	6	referred	refer	VERB
cana-4167	91	7	as	as	SCONJ
cana-4167	91	8	device	device	NOUN
cana-4167	91	9	-	-	PUNCT
cana-4167	91	10	based	base	VERB
cana-4167	91	11	intrusion	intrusion	NOUN
cana-4167	91	12	detection	detection	NOUN
cana-4167	91	13	system	system	NOUN
cana-4167	91	14	(	(	PUNCT
cana-4167	91	15	dids	dids	PROPN
cana-4167	91	16	)	)	PUNCT
cana-4167	91	17	was	be	AUX
cana-4167	91	18	designed	design	VERB
cana-4167	91	19	in	in	ADP
cana-4167	91	20	[	[	X
cana-4167	91	21	24	24	NUM
cana-4167	91	22	]	]	PUNCT
cana-4167	91	23	.	.	PUNCT
cana-4167	92	1	the	the	DET
cana-4167	92	2	designed	design	VERB
cana-4167	92	3	model	model	NOUN
cana-4167	92	4	combines	combine	VERB
cana-4167	92	5	the	the	DET
cana-4167	92	6	prediction	prediction	NOUN
cana-4167	92	7	of	of	ADP
cana-4167	92	8	anonymous	anonymous	ADJ
cana-4167	92	9	attacks	attack	NOUN
cana-4167	92	10	to	to	PART
cana-4167	92	11	solve	solve	VERB
cana-4167	92	12	computational	computational	ADJ
cana-4167	92	13	overhead	overhead	NOUN
cana-4167	92	14	in	in	ADP
cana-4167	92	15	large	large	ADJ
cana-4167	92	16	networks	network	NOUN
cana-4167	92	17	and	and	CCONJ
cana-4167	92	18	increase	increase	VERB
cana-4167	92	19	the	the	DET
cana-4167	92	20	throughput	throughput	NOUN
cana-4167	92	21	with	with	ADP
cana-4167	92	22	a	a	DET
cana-4167	92	23	low	low	ADJ
cana-4167	92	24	false	false	ADJ
cana-4167	92	25	alarm	alarm	NOUN
cana-4167	92	26	rate	rate	NOUN
cana-4167	92	27	.	.	PUNCT
cana-4167	93	1	the	the	DET
cana-4167	93	2	computational	computational	ADJ
cana-4167	93	3	time	time	NOUN
cana-4167	93	4	was	be	AUX
cana-4167	93	5	reduced	reduce	VERB
cana-4167	93	6	and	and	CCONJ
cana-4167	93	7	accuracy	accuracy	NOUN
cana-4167	93	8	of	of	ADP
cana-4167	93	9	attack	attack	NOUN
cana-4167	93	10	detection	detection	NOUN
cana-4167	93	11	was	be	AUX
cana-4167	93	12	enhanced	enhance	VERB
cana-4167	93	13	.	.	PUNCT
cana-4167	94	1	a	a	DET
cana-4167	94	2	distributed	distribute	VERB
cana-4167	94	3	approach	approach	NOUN
cana-4167	94	4	depended	depend	VERB
cana-4167	94	5	on	on	ADP
cana-4167	94	6	the	the	DET
cana-4167	94	7	deep	deep	ADJ
cana-4167	94	8	learning	learning	NOUN
cana-4167	94	9	(	(	PUNCT
cana-4167	94	10	dl	dl	INTJ
cana-4167	94	11	)	)	PUNCT
cana-4167	94	12	to	to	PART
cana-4167	94	13	avoid	avoid	VERB
cana-4167	94	14	several	several	ADJ
cana-4167	94	15	various	various	ADJ
cana-4167	94	16	sources	source	NOUN
cana-4167	94	17	of	of	ADP
cana-4167	94	18	susceptibility	susceptibility	NOUN
cana-4167	94	19	at	at	ADP
cana-4167	94	20	once	once	ADV
cana-4167	94	21	all	all	ADV
cana-4167	94	22	under	under	ADP
cana-4167	94	23	the	the	DET
cana-4167	94	24	same	same	ADJ
cana-4167	94	25	protection	protection	NOUN
cana-4167	94	26	system	system	NOUN
cana-4167	94	27	[	[	X
cana-4167	94	28	25	25	NUM
cana-4167	94	29	]	]	PUNCT
cana-4167	94	30	.	.	PUNCT
cana-4167	95	1	two	two	NUM
cana-4167	95	2	different	different	ADJ
cana-4167	95	3	dl	dl	PROPN
cana-4167	95	4	models	model	NOUN
cana-4167	95	5	were	be	AUX
cana-4167	95	6	a	a	DET
cana-4167	95	7	applied	apply	VERB
cana-4167	95	8	to	to	PART
cana-4167	95	9	find	find	VERB
cana-4167	95	10	the	the	DET
cana-4167	95	11	different	different	ADJ
cana-4167	95	12	kinds	kind	NOUN
cana-4167	95	13	of	of	ADP
cana-4167	95	14	attacks	attack	NOUN
cana-4167	95	15	.	.	PUNCT
cana-4167	96	1	federated	federate	VERB
cana-4167	96	2	deep	deep	ADJ
cana-4167	96	3	belief	belief	NOUN
cana-4167	96	4	network	network	NOUN
cana-4167	96	5	based	base	VERB
cana-4167	96	6	wireless	wireless	ADJ
cana-4167	96	7	ids	id	NOUN
cana-4167	96	8	system	system	NOUN
cana-4167	96	9	was	be	AUX
cana-4167	96	10	developed	develop	VERB
cana-4167	96	11	in	in	ADP
cana-4167	96	12	[	[	X
cana-4167	96	13	26	26	NUM
cana-4167	96	14	]	]	PUNCT
cana-4167	96	15	to	to	PART
cana-4167	96	16	find	find	VERB
cana-4167	96	17	the	the	DET
cana-4167	96	18	cyber	cyber	NOUN
cana-4167	96	19	attack	attack	NOUN
cana-4167	96	20	.	.	PUNCT
cana-4167	97	1	fl	fl	PROPN
cana-4167	97	2	was	be	AUX
cana-4167	97	3	employed	employ	VERB
cana-4167	97	4	to	to	PART
cana-4167	97	5	generate	generate	VERB
cana-4167	97	6	a	a	DET
cana-4167	97	7	global	global	ADJ
cana-4167	97	8	model	model	NOUN
cana-4167	97	9	.	.	PUNCT
cana-4167	98	1	a	a	DET
cana-4167	98	2	hybrid	hybrid	ADJ
cana-4167	98	3	machine	machine	NOUN
cana-4167	98	4	and	and	CCONJ
cana-4167	98	5	deep	deep	ADJ
cana-4167	98	6	learning	learning	NOUN
cana-4167	98	7	approach	approach	NOUN
cana-4167	98	8	was	be	AUX
cana-4167	98	9	introduced	introduce	VERB
cana-4167	98	10	in	in	ADP
cana-4167	98	11	[	[	X
cana-4167	98	12	27	27	NUM
cana-4167	98	13	]	]	PUNCT
cana-4167	98	14	to	to	PART
cana-4167	98	15	improve	improve	VERB
cana-4167	98	16	ids	id	NOUN
cana-4167	98	17	.	.	PUNCT
cana-4167	99	1	xgboost	xgboost	PROPN
cana-4167	100	1	and	and	CCONJ
cana-4167	100	2	cnn	cnn	PROPN
cana-4167	100	3	were	be	AUX
cana-4167	100	4	applied	apply	VERB
cana-4167	100	5	for	for	ADP
cana-4167	100	6	feature	feature	NOUN
cana-4167	100	7	extraction	extraction	NOUN
cana-4167	100	8	and	and	CCONJ
cana-4167	100	9	then	then	ADV
cana-4167	100	10	integrates	integrate	VERB
cana-4167	100	11	each	each	PRON
cana-4167	100	12	of	of	ADP
cana-4167	100	13	these	these	PRON
cana-4167	100	14	with	with	ADP
cana-4167	100	15	lstm	lstm	NOUN
cana-4167	100	16	for	for	ADP
cana-4167	100	17	classification	classification	NOUN
cana-4167	100	18	.	.	PUNCT
cana-4167	101	1	performance	performance	NOUN
cana-4167	101	2	evaluation	evaluation	NOUN
cana-4167	101	3	of	of	ADP
cana-4167	101	4	dl	dl	PROPN
cana-4167	101	5	techniques	technique	NOUN
cana-4167	101	6	for	for	ADP
cana-4167	101	7	dos	do	NOUN
cana-4167	101	8	attacks	attack	NOUN
cana-4167	101	9	identification	identification	NOUN
cana-4167	101	10	in	in	ADP
cana-4167	101	11	wireless	wireless	ADJ
cana-4167	101	12	network	network	NOUN
cana-4167	101	13	was	be	AUX
cana-4167	101	14	developed	develop	VERB
cana-4167	101	15	in	in	ADP
cana-4167	101	16	[	[	X
cana-4167	101	17	28	28	NUM
cana-4167	101	18	]	]	PUNCT
cana-4167	101	19	.	.	PUNCT
cana-4167	102	1	an	an	DET
cana-4167	102	2	intelligent	intelligent	ADJ
cana-4167	102	3	hybrid	hybrid	ADJ
cana-4167	102	4	scheme	scheme	NOUN
cana-4167	102	5	was	be	AUX
cana-4167	102	6	designed	design	VERB
cana-4167	102	7	using	use	VERB
cana-4167	102	8	ml	ml	NOUN
cana-4167	102	9	and	and	CCONJ
cana-4167	102	10	artificial	artificial	ADJ
cana-4167	102	11	intelligence	intelligence	NOUN
cana-4167	102	12	to	to	PART
cana-4167	102	13	boost	boost	VERB
cana-4167	102	14	the	the	DET
cana-4167	102	15	security	security	NOUN
cana-4167	102	16	of	of	ADP
cana-4167	102	17	wsns	wsns	NOUN
cana-4167	102	18	through	through	ADP
cana-4167	102	19	recognizing	recognize	VERB
cana-4167	102	20	and	and	CCONJ
cana-4167	102	21	preventing	prevent	VERB
cana-4167	102	22	cyberattacks	cyberattack	NOUN
cana-4167	102	23	[	[	X
cana-4167	102	24	29	29	NUM
cana-4167	102	25	]	]	PUNCT
cana-4167	102	26	.	.	PUNCT
cana-4167	103	1	optimized	optimize	VERB
cana-4167	103	2	hybrid	hybrid	NOUN
cana-4167	103	3	dl	dl	PROPN
cana-4167	103	4	and	and	CCONJ
cana-4167	103	5	improved	improve	VERB
cana-4167	103	6	encryption	encryption	NOUN
cana-4167	103	7	algorithm	algorithm	NOUN
cana-4167	103	8	over	over	ADP
cana-4167	103	9	iot	iot	PROPN
cana-4167	103	10	was	be	AUX
cana-4167	103	11	developed	develop	VERB
cana-4167	103	12	in	in	ADP
cana-4167	103	13	[	[	X
cana-4167	103	14	30	30	NUM
cana-4167	103	15	]	]	PUNCT
cana-4167	103	16	for	for	ADP
cana-4167	103	17	security	security	NOUN
cana-4167	103	18	development	development	NOUN
cana-4167	103	19	and	and	CCONJ
cana-4167	103	20	attack	attack	NOUN
cana-4167	103	21	detection	detection	NOUN
cana-4167	103	22	.	.	PUNCT
cana-4167	104	1	3	3	X
cana-4167	104	2	.	.	NUM
cana-4167	104	3	proposed	propose	VERB
cana-4167	104	4	methodology	methodology	NOUN
cana-4167	104	5	currently	currently	ADV
cana-4167	104	6	,	,	PUNCT
cana-4167	104	7	the	the	DET
cana-4167	104	8	extensive	extensive	ADJ
cana-4167	104	9	use	use	NOUN
cana-4167	104	10	of	of	ADP
cana-4167	104	11	the	the	DET
cana-4167	104	12	internet	internet	NOUN
cana-4167	104	13	has	have	AUX
cana-4167	104	14	made	make	VERB
cana-4167	104	15	life	life	NOUN
cana-4167	104	16	more	more	ADV
cana-4167	104	17	suitable	suitable	ADJ
cana-4167	104	18	for	for	ADP
cana-4167	104	19	everyone	everyone	PRON
cana-4167	104	20	but	but	CCONJ
cana-4167	104	21	it	it	PRON
cana-4167	104	22	has	have	AUX
cana-4167	104	23	also	also	ADV
cana-4167	104	24	made	make	VERB
cana-4167	104	25	cyber	cyber	NOUN
cana-4167	104	26	security	security	NOUN
cana-4167	104	27	threats	threat	NOUN
cana-4167	104	28	harder	hard	ADV
cana-4167	104	29	to	to	PART
cana-4167	104	30	combat	combat	VERB
cana-4167	104	31	.	.	PUNCT
cana-4167	105	1	with	with	ADP
cana-4167	105	2	the	the	DET
cana-4167	105	3	advent	advent	NOUN
cana-4167	105	4	of	of	ADP
cana-4167	105	5	iot	iot	NOUN
cana-4167	105	6	devices	device	NOUN
cana-4167	105	7	such	such	ADJ
cana-4167	105	8	as	as	ADP
cana-4167	105	9	smart	smart	ADJ
cana-4167	105	10	objects	object	NOUN
cana-4167	105	11	,	,	PUNCT
cana-4167	105	12	smart	smart	ADJ
cana-4167	105	13	handheld	handheld	ADJ
cana-4167	105	14	devices	device	NOUN
cana-4167	105	15	,	,	PUNCT
cana-4167	105	16	and	and	CCONJ
cana-4167	105	17	smart	smart	ADJ
cana-4167	105	18	sensing	sense	VERB
cana-4167	105	19	technologies	technology	NOUN
cana-4167	105	20	,	,	PUNCT
cana-4167	105	21	it	it	PRON
cana-4167	105	22	is	be	AUX
cana-4167	105	23	now	now	ADV
cana-4167	105	24	probable	probable	ADJ
cana-4167	105	25	to	to	PART
cana-4167	105	26	process	process	VERB
cana-4167	105	27	enormous	enormous	ADJ
cana-4167	105	28	amounts	amount	NOUN
cana-4167	105	29	of	of	ADP
cana-4167	105	30	data	datum	NOUN
cana-4167	105	31	rapidly	rapidly	ADV
cana-4167	105	32	and	and	CCONJ
cana-4167	105	33	efficiently	efficiently	ADV
cana-4167	105	34	.	.	PUNCT
cana-4167	106	1	however	however	ADV
cana-4167	106	2	,	,	PUNCT
cana-4167	106	3	such	such	ADJ
cana-4167	106	4	systems	system	NOUN
cana-4167	106	5	are	be	AUX
cana-4167	106	6	consequently	consequently	ADV
cana-4167	106	7	prone	prone	ADJ
cana-4167	106	8	to	to	ADP
cana-4167	106	9	a	a	DET
cana-4167	106	10	wide	wide	ADJ
cana-4167	106	11	range	range	NOUN
cana-4167	106	12	of	of	ADP
cana-4167	106	13	malevolent	malevolent	ADJ
cana-4167	106	14	attacks	attack	NOUN
cana-4167	106	15	and	and	CCONJ
cana-4167	106	16	security	security	NOUN
cana-4167	106	17	flaws	flaw	NOUN
cana-4167	106	18	.	.	PUNCT
cana-4167	107	1	traditional	traditional	ADJ
cana-4167	107	2	methods	method	NOUN
cana-4167	107	3	applied	apply	VERB
cana-4167	107	4	for	for	ADP
cana-4167	107	5	identifying	identify	VERB
cana-4167	107	6	these	these	DET
cana-4167	107	7	attacks	attack	NOUN
cana-4167	107	8	compromise	compromise	VERB
cana-4167	107	9	data	datum	NOUN
cana-4167	107	10	integrity	integrity	NOUN
cana-4167	107	11	and	and	CCONJ
cana-4167	107	12	confidentiality	confidentiality	NOUN
cana-4167	107	13	.	.	PUNCT
cana-4167	108	1	therefore	therefore	ADV
cana-4167	108	2	,	,	PUNCT
cana-4167	108	3	novel	novel	ADJ
cana-4167	108	4	attack	attack	NOUN
cana-4167	108	5	detection	detection	NOUN
cana-4167	108	6	and	and	CCONJ
cana-4167	108	7	secure	secure	VERB
cana-4167	108	8	transmission	transmission	NOUN
cana-4167	108	9	technique	technique	NOUN
cana-4167	108	10	called	call	VERB
cana-4167	108	11	pdrdrn	pdrdrn	NOUN
cana-4167	108	12	-	-	PUNCT
cana-4167	108	13	ksss	ksss	NOUN
cana-4167	108	14	is	be	AUX
cana-4167	108	15	designed	design	VERB
cana-4167	108	16	in	in	ADP
cana-4167	108	17	wireless	wireless	ADJ
cana-4167	108	18	network	network	NOUN
cana-4167	108	19	.	.	PUNCT
cana-4167	109	1	figure	figure	NOUN
cana-4167	109	2	1	1	NUM
cana-4167	109	3	architecture	architecture	NOUN
cana-4167	109	4	of	of	ADP
cana-4167	109	5	proposed	propose	VERB
cana-4167	109	6	pdrdrn	pdrdrn	NOUN
cana-4167	109	7	-	-	PUNCT
cana-4167	109	8	ksss	ksss	NOUN
cana-4167	109	9	technique	technique	NOUN
cana-4167	109	10	communications	communication	NOUN
cana-4167	109	11	on	on	ADP
cana-4167	109	12	applied	apply	VERB
cana-4167	109	13	nonlinear	nonlinear	ADJ
cana-4167	109	14	analysis	analysis	NOUN
cana-4167	109	15	issn	issn	NOUN
cana-4167	109	16	:	:	PUNCT
cana-4167	109	17	1074	1074	NUM
cana-4167	109	18	-	-	PUNCT
cana-4167	109	19	133x	133x	NUM
cana-4167	109	20	vol	vol	NOUN
cana-4167	109	21	32	32	NUM
cana-4167	109	22	no	no	NOUN
cana-4167	109	23	.	.	PUNCT
cana-4167	110	1	9s	9s	NUM
cana-4167	110	2	(	(	PUNCT
cana-4167	110	3	2025	2025	NUM
cana-4167	110	4	)	)	PUNCT
cana-4167	110	5	1431	1431	NUM
cana-4167	110	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4167	110	7	figure	figure	NOUN
cana-4167	110	8	1	1	NUM
cana-4167	110	9	demonstrates	demonstrate	VERB
cana-4167	110	10	the	the	DET
cana-4167	110	11	architecture	architecture	NOUN
cana-4167	110	12	of	of	ADP
cana-4167	110	13	the	the	DET
cana-4167	110	14	proposed	propose	VERB
cana-4167	110	15	pdrdrn	pdrdrn	NOUN
cana-4167	110	16	-	-	PUNCT
cana-4167	110	17	ksss	ksss	NOUN
cana-4167	110	18	technique	technique	NOUN
cana-4167	110	19	for	for	ADP
cana-4167	110	20	cyber	cyber	NOUN
cana-4167	110	21	attack	attack	NOUN
cana-4167	110	22	detection	detection	NOUN
cana-4167	110	23	secure	secure	VERB
cana-4167	110	24	data	datum	NOUN
cana-4167	110	25	transmission	transmission	NOUN
cana-4167	110	26	in	in	ADP
cana-4167	110	27	wireless	wireless	ADJ
cana-4167	110	28	network	network	NOUN
cana-4167	110	29	.	.	PUNCT
cana-4167	111	1	initially	initially	ADV
cana-4167	111	2	,	,	PUNCT
cana-4167	111	3	number	number	NOUN
cana-4167	111	4	of	of	ADP
cana-4167	111	5	data	datum	NOUN
cana-4167	111	6	samples	sample	NOUN
cana-4167	111	7	is	be	AUX
cana-4167	111	8	gathered	gather	VERB
cana-4167	111	9	from	from	ADP
cana-4167	111	10	the	the	DET
cana-4167	111	11	given	give	VERB
cana-4167	111	12	database	database	NOUN
cana-4167	111	13	.	.	PUNCT
cana-4167	112	1	then	then	ADV
cana-4167	112	2	,	,	PUNCT
cana-4167	112	3	the	the	DET
cana-4167	112	4	probabilistic	probabilistic	ADJ
cana-4167	112	5	deming	deming	PROPN
cana-4167	112	6	regressive	regressive	ADJ
cana-4167	112	7	similarity	similarity	NOUN
cana-4167	112	8	indexed	index	VERB
cana-4167	112	9	deep	deep	ADJ
cana-4167	112	10	recursive	recursive	ADJ
cana-4167	112	11	network	network	NOUN
cana-4167	112	12	is	be	AUX
cana-4167	112	13	employed	employ	VERB
cana-4167	112	14	to	to	PART
cana-4167	112	15	detect	detect	VERB
cana-4167	112	16	the	the	DET
cana-4167	112	17	attack	attack	NOUN
cana-4167	112	18	in	in	ADP
cana-4167	112	19	the	the	DET
cana-4167	112	20	network	network	NOUN
cana-4167	112	21	through	through	ADP
cana-4167	112	22	the	the	DET
cana-4167	112	23	feature	feature	NOUN
cana-4167	112	24	selection	selection	NOUN
cana-4167	112	25	and	and	CCONJ
cana-4167	112	26	data	datum	NOUN
cana-4167	112	27	sample	sample	NOUN
cana-4167	112	28	classification	classification	NOUN
cana-4167	112	29	procedures	procedure	NOUN
cana-4167	112	30	.	.	PUNCT
cana-4167	113	1	afterward	afterward	ADV
cana-4167	113	2	,	,	PUNCT
cana-4167	113	3	kupyna	kupyna	PROPN
cana-4167	113	4	schmidt	schmidt	PROPN
cana-4167	113	5	-	-	PUNCT
cana-4167	113	6	samoa	samoa	PROPN
cana-4167	113	7	signcryption	signcryption	NOUN
cana-4167	113	8	is	be	AUX
cana-4167	113	9	applied	apply	VERB
cana-4167	113	10	to	to	PART
cana-4167	113	11	securely	securely	ADV
cana-4167	113	12	transmit	transmit	VERB
cana-4167	113	13	the	the	DET
cana-4167	113	14	data	datum	NOUN
cana-4167	113	15	in	in	ADP
cana-4167	113	16	wireless	wireless	ADJ
cana-4167	113	17	networks	network	NOUN
cana-4167	113	18	.	.	PUNCT
cana-4167	114	1	this	this	PRON
cana-4167	114	2	in	in	ADP
cana-4167	114	3	turns	turn	NOUN
cana-4167	114	4	,	,	PUNCT
cana-4167	114	5	the	the	DET
cana-4167	114	6	integrity	integrity	NOUN
cana-4167	114	7	and	and	CCONJ
cana-4167	114	8	confidentiality	confidentiality	NOUN
cana-4167	114	9	of	of	ADP
cana-4167	114	10	the	the	DET
cana-4167	114	11	data	datum	NOUN
cana-4167	114	12	increased	increase	VERB
cana-4167	114	13	.	.	PUNCT
cana-4167	115	1	the	the	DET
cana-4167	115	2	above	above	ADV
cana-4167	115	3	described	describe	VERB
cana-4167	115	4	pdrdrn	pdrdrn	NOUN
cana-4167	115	5	-	-	PUNCT
cana-4167	115	6	ksss	ksss	NOUN
cana-4167	115	7	technique	technique	NOUN
cana-4167	115	8	is	be	AUX
cana-4167	115	9	briefly	briefly	ADV
cana-4167	115	10	explained	explain	VERB
cana-4167	115	11	in	in	ADP
cana-4167	115	12	following	follow	VERB
cana-4167	115	13	sections	section	NOUN
cana-4167	115	14	.	.	PUNCT
cana-4167	116	1	3.1	3.1	NUM
cana-4167	116	2	data	datum	NOUN
cana-4167	116	3	acquisition	acquisition	NOUN
cana-4167	116	4	the	the	DET
cana-4167	116	5	input	input	NOUN
cana-4167	116	6	data	datum	NOUN
cana-4167	116	7	is	be	AUX
cana-4167	116	8	used	use	VERB
cana-4167	116	9	to	to	PART
cana-4167	116	10	attain	attain	VERB
cana-4167	116	11	the	the	DET
cana-4167	116	12	attack	attack	NOUN
cana-4167	116	13	detection	detection	NOUN
cana-4167	116	14	and	and	CCONJ
cana-4167	116	15	secure	secure	ADJ
cana-4167	116	16	transmission	transmission	NOUN
cana-4167	116	17	.	.	PUNCT
cana-4167	117	1	the	the	DET
cana-4167	117	2	proposed	propose	VERB
cana-4167	117	3	pdrdrn	pdrdrn	NOUN
cana-4167	117	4	-	-	PUNCT
cana-4167	117	5	ksss	ksss	NOUN
cana-4167	117	6	technique	technique	NOUN
cana-4167	117	7	uses	use	VERB
cana-4167	117	8	the	the	DET
cana-4167	117	9	unsw	unsw	PROPN
cana-4167	117	10	-	-	PUNCT
cana-4167	117	11	nb15	nb15	PROPN
cana-4167	117	12	dataset	dataset	NOUN
cana-4167	117	13	.	.	PUNCT
cana-4167	118	1	the	the	DET
cana-4167	118	2	dataset	dataset	NOUN
cana-4167	118	3	is	be	AUX
cana-4167	118	4	collected	collect	VERB
cana-4167	118	5	from	from	ADP
cana-4167	118	6	https://www.kaggle.com/datasets/mrwellsdavid/unsw-nb15	https://www.kaggle.com/datasets/mrwellsdavid/unsw-nb15	NOUN
cana-4167	118	7	.	.	PUNCT
cana-4167	119	1	unsw	unsw	PROPN
cana-4167	119	2	-	-	PUNCT
cana-4167	119	3	nb15	nb15	PROPN
cana-4167	119	4	includes	include	VERB
cana-4167	119	5	certain	certain	ADJ
cana-4167	119	6	standards	standard	NOUN
cana-4167	119	7	dataset	dataset	VERB
cana-4167	119	8	that	that	PRON
cana-4167	119	9	contain	contain	VERB
cana-4167	119	10	many	many	ADJ
cana-4167	119	11	attacks	attack	NOUN
cana-4167	119	12	that	that	PRON
cana-4167	119	13	are	be	AUX
cana-4167	119	14	simulated	simulate	VERB
cana-4167	119	15	on	on	ADP
cana-4167	119	16	network	network	NOUN
cana-4167	119	17	environment	environment	NOUN
cana-4167	119	18	.	.	PUNCT
cana-4167	120	1	the	the	DET
cana-4167	120	2	dataset	dataset	NOUN
cana-4167	120	3	encompasses	encompass	VERB
cana-4167	120	4	175,341	175,341	NUM
cana-4167	120	5	data	datum	NOUN
cana-4167	120	6	samples	sample	NOUN
cana-4167	120	7	with	with	ADP
cana-4167	120	8	45	45	NUM
cana-4167	120	9	features	feature	NOUN
cana-4167	120	10	or	or	CCONJ
cana-4167	120	11	attributes	attribute	NOUN
cana-4167	120	12	.	.	PUNCT
cana-4167	121	1	the	the	DET
cana-4167	121	2	last	last	ADJ
cana-4167	121	3	two	two	NUM
cana-4167	121	4	columns	column	NOUN
cana-4167	121	5	point	point	NOUN
cana-4167	121	6	outs	out	NOUN
cana-4167	121	7	the	the	DET
cana-4167	121	8	attack	attack	NOUN
cana-4167	121	9	category	category	NOUN
cana-4167	121	10	and	and	CCONJ
cana-4167	121	11	label	label	NOUN
cana-4167	121	12	for	for	ADP
cana-4167	121	13	each	each	DET
cana-4167	121	14	sample	sample	NOUN
cana-4167	121	15	data	datum	NOUN
cana-4167	121	16	.	.	PUNCT
cana-4167	122	1	the	the	DET
cana-4167	122	2	categories	category	NOUN
cana-4167	122	3	of	of	ADP
cana-4167	122	4	attack	attack	NOUN
cana-4167	122	5	types	type	NOUN
cana-4167	122	6	are	be	AUX
cana-4167	122	7	fuzzers	fuzzer	NOUN
cana-4167	122	8	,	,	PUNCT
cana-4167	122	9	analysis	analysis	NOUN
cana-4167	122	10	,	,	PUNCT
cana-4167	122	11	backdoors	backdoor	NOUN
cana-4167	122	12	,	,	PUNCT
cana-4167	122	13	dos	do	NOUN
cana-4167	122	14	,	,	PUNCT
cana-4167	122	15	exploits	exploit	NOUN
cana-4167	122	16	,	,	PUNCT
cana-4167	122	17	generic	generic	ADJ
cana-4167	122	18	,	,	PUNCT
cana-4167	122	19	reconnaissance	reconnaissance	NOUN
cana-4167	122	20	,	,	PUNCT
cana-4167	122	21	shellcode	shellcode	PROPN
cana-4167	122	22	,	,	PUNCT
cana-4167	122	23	worms	worm	NOUN
cana-4167	122	24	attacks	attack	NOUN
cana-4167	122	25	.	.	PUNCT
cana-4167	123	1	the	the	DET
cana-4167	123	2	features	feature	NOUN
cana-4167	123	3	of	of	ADP
cana-4167	123	4	the	the	DET
cana-4167	123	5	dataset	dataset	NOUN
cana-4167	123	6	of	of	ADP
cana-4167	123	7	unsw	unsw	PROPN
cana-4167	123	8	-	-	PUNCT
cana-4167	123	9	nb15	nb15	PROPN
cana-4167	123	10	are	be	AUX
cana-4167	123	11	given	give	VERB
cana-4167	123	12	in	in	ADP
cana-4167	123	13	table	table	NOUN
cana-4167	123	14	1	1	NUM
cana-4167	123	15	.	.	PUNCT
cana-4167	123	16	table	table	NOUN
cana-4167	123	17	1	1	NUM
cana-4167	123	18	:	:	PUNCT
cana-4167	123	19	features	feature	NOUN
cana-4167	123	20	of	of	ADP
cana-4167	123	21	unsw	unsw	PROPN
cana-4167	123	22	-	-	PUNCT
cana-4167	123	23	nb15	nb15	PROPN
cana-4167	123	24	dataset	dataset	VERB
cana-4167	123	25	s.count	s.count	ADJ
cana-4167	123	26	features	feature	NOUN
cana-4167	123	27	category	category	NOUN
cana-4167	123	28	1	1	NUM
cana-4167	123	29	dur	dur	X
cana-4167	123	30	float	float	NOUN
cana-4167	123	31	2	2	NUM
cana-4167	123	32	proto	proto	NOUN
cana-4167	123	33	categorical	categorical	ADJ
cana-4167	123	34	3	3	NUM
cana-4167	123	35	service	service	NOUN
cana-4167	123	36	categorical	categorical	ADJ
cana-4167	123	37	4	4	NUM
cana-4167	123	38	state	state	NOUN
cana-4167	123	39	categorical	categorical	ADJ
cana-4167	123	40	5	5	NUM
cana-4167	123	41	spkts	spkts	NOUN
cana-4167	123	42	integer	integer	NOUN
cana-4167	124	1	6	6	NUM
cana-4167	124	2	dpkts	dpkts	NOUN
cana-4167	124	3	integer	integer	NOUN
cana-4167	124	4	7	7	NUM
cana-4167	124	5	sbytes	sbyte	NOUN
cana-4167	124	6	integer	integer	NOUN
cana-4167	124	7	8	8	NUM
cana-4167	124	8	dbytes	dbyte	NOUN
cana-4167	124	9	integer	integer	NOUN
cana-4167	124	10	9	9	NUM
cana-4167	124	11	rate	rate	NOUN
cana-4167	124	12	float	float	NOUN
cana-4167	124	13	10	10	NUM
cana-4167	124	14	sttl	sttl	NOUN
cana-4167	124	15	integer	integer	NOUN
cana-4167	124	16	11	11	NUM
cana-4167	124	17	dttl	dttl	NOUN
cana-4167	124	18	integer	integer	NOUN
cana-4167	124	19	12	12	NUM
cana-4167	124	20	sload	sload	NOUN
cana-4167	124	21	float	float	NOUN
cana-4167	124	22	13	13	NUM
cana-4167	124	23	dload	dload	NOUN
cana-4167	124	24	float	float	VERB
cana-4167	124	25	14	14	NUM
cana-4167	124	26	sloss	sloss	NOUN
cana-4167	124	27	integer	integer	NOUN
cana-4167	124	28	15	15	NUM
cana-4167	124	29	dloss	dloss	NOUN
cana-4167	124	30	integer	integer	NOUN
cana-4167	124	31	16	16	NUM
cana-4167	124	32	sinpkt	sinpkt	NOUN
cana-4167	124	33	float	float	NOUN
cana-4167	124	34	17	17	NUM
cana-4167	124	35	dinpkt	dinpkt	ADJ
cana-4167	124	36	float	float	NOUN
cana-4167	124	37	18	18	NUM
cana-4167	124	38	sjit	sjit	NOUN
cana-4167	124	39	float	float	VERB
cana-4167	124	40	19	19	NUM
cana-4167	124	41	djit	djit	ADJ
cana-4167	124	42	float	float	NOUN
cana-4167	124	43	20	20	NUM
cana-4167	124	44	swin	swin	PROPN
cana-4167	124	45	integer	integer	PROPN
cana-4167	124	46	https://www.kaggle.com/datasets/mrwellsdavid/unsw-nb15	https://www.kaggle.com/datasets/mrwellsdavid/unsw-nb15	VERB
cana-4167	124	47	communications	communication	NOUN
cana-4167	124	48	on	on	ADP
cana-4167	124	49	applied	apply	VERB
cana-4167	124	50	nonlinear	nonlinear	ADJ
cana-4167	124	51	analysis	analysis	NOUN
cana-4167	124	52	issn	issn	NOUN
cana-4167	124	53	:	:	PUNCT
cana-4167	124	54	1074	1074	NUM
cana-4167	124	55	-	-	PUNCT
cana-4167	124	56	133x	133x	NUM
cana-4167	124	57	vol	vol	NOUN
cana-4167	124	58	32	32	NUM
cana-4167	124	59	no	no	NOUN
cana-4167	124	60	.	.	PUNCT
cana-4167	125	1	9s	9s	NUM
cana-4167	125	2	(	(	PUNCT
cana-4167	125	3	2025	2025	NUM
cana-4167	125	4	)	)	PUNCT
cana-4167	125	5	1432	1432	NUM
cana-4167	125	6	https://internationalpubls.com	https://internationalpubls.com	SYM
cana-4167	125	7	21	21	NUM
cana-4167	125	8	stcpb	stcpb	NOUN
cana-4167	125	9	integer	integer	NOUN
cana-4167	125	10	22	22	NUM
cana-4167	125	11	dtcpb	dtcpb	NOUN
cana-4167	125	12	integer	integer	NOUN
cana-4167	125	13	23	23	NUM
cana-4167	125	14	dwin	dwin	NOUN
cana-4167	125	15	integer	integer	NOUN
cana-4167	125	16	24	24	NUM
cana-4167	125	17	tcprtt	tcprtt	NOUN
cana-4167	125	18	float	float	VERB
cana-4167	125	19	25	25	NUM
cana-4167	125	20	synack	synack	NOUN
cana-4167	125	21	float	float	VERB
cana-4167	125	22	26	26	NUM
cana-4167	125	23	ackdat	ackdat	NOUN
cana-4167	125	24	float	float	VERB
cana-4167	125	25	27	27	NUM
cana-4167	125	26	smean	smean	ADJ
cana-4167	125	27	integer	integer	NOUN
cana-4167	125	28	28	28	NUM
cana-4167	125	29	dmean	dmean	ADJ
cana-4167	125	30	integer	integer	NOUN
cana-4167	125	31	29	29	NUM
cana-4167	125	32	trans_depth	trans_depth	NOUN
cana-4167	125	33	integer	integer	NOUN
cana-4167	125	34	30	30	NUM
cana-4167	125	35	response_body_len	response_body_len	NOUN
cana-4167	125	36	integer	integer	NOUN
cana-4167	125	37	31	31	NUM
cana-4167	125	38	ct_srv_src	ct_srv_src	NOUN
cana-4167	125	39	integer	integer	NOUN
cana-4167	125	40	32	32	NUM
cana-4167	125	41	ct_state_ttl	ct_state_ttl	PART
cana-4167	125	42	integer	integer	NOUN
cana-4167	125	43	33	33	NUM
cana-4167	125	44	ct_dst_ltm	ct_dst_ltm	NOUN
cana-4167	125	45	integer	integer	NOUN
cana-4167	125	46	34	34	NUM
cana-4167	125	47	ct_src_dport_ltm	ct_src_dport_ltm	NOUN
cana-4167	125	48	integer	integer	NOUN
cana-4167	125	49	35	35	NUM
cana-4167	125	50	ct_dst_sport_ltm	ct_dst_sport_ltm	NOUN
cana-4167	125	51	integer	integer	NOUN
cana-4167	125	52	36	36	NUM
cana-4167	125	53	ct_dst_src_ltm	ct_dst_src_ltm	PROPN
cana-4167	125	54	integer	integer	NOUN
cana-4167	125	55	37	37	NUM
cana-4167	126	1	is_ftp_login	is_ftp_login	CCONJ
cana-4167	126	2	binary	binary	NOUN
cana-4167	126	3	38	38	NUM
cana-4167	126	4	ct_ftp_cmd	ct_ftp_cmd	NOUN
cana-4167	126	5	integer	integer	NOUN
cana-4167	126	6	39	39	NUM
cana-4167	126	7	ct_fw_http_mthd	ct_fw_http_mthd	ADJ
cana-4167	126	8	integer	integer	NOUN
cana-4167	126	9	40	40	NUM
cana-4167	126	10	ct_src_ltm	ct_src_ltm	NOUN
cana-4167	126	11	integer	integer	NOUN
cana-4167	126	12	41	41	NUM
cana-4167	126	13	ct_srv_dst	ct_srv_dst	NOUN
cana-4167	126	14	integer	integer	VERB
cana-4167	126	15	42	42	NUM
cana-4167	126	16	is_sm_ips_ports	is_sm_ips_port	NOUN
cana-4167	126	17	binary	binary	NOUN
cana-4167	126	18	3.2	3.2	NUM
cana-4167	126	19	probabilistic	probabilistic	ADJ
cana-4167	126	20	deming	deming	PROPN
cana-4167	126	21	regressive	regressive	ADJ
cana-4167	126	22	similarity	similarity	NOUN
cana-4167	126	23	indexed	index	VERB
cana-4167	126	24	deep	deep	ADJ
cana-4167	126	25	recursive	recursive	ADJ
cana-4167	126	26	network	network	NOUN
cana-4167	126	27	probabilistic	probabilistic	PROPN
cana-4167	126	28	deming	deming	PROPN
cana-4167	126	29	regressive	regressive	ADJ
cana-4167	126	30	similarity	similarity	NOUN
cana-4167	126	31	indexed	index	VERB
cana-4167	126	32	deep	deep	ADJ
cana-4167	126	33	recursive	recursive	ADJ
cana-4167	126	34	network	network	NOUN
cana-4167	126	35	is	be	AUX
cana-4167	126	36	applied	apply	VERB
cana-4167	126	37	upon	upon	SCONJ
cana-4167	126	38	acquiring	acquire	VERB
cana-4167	126	39	the	the	DET
cana-4167	126	40	data	data	NOUN
cana-4167	126	41	samples	sample	NOUN
cana-4167	126	42	for	for	ADP
cana-4167	126	43	cyber	cyber	NOUN
cana-4167	126	44	attack	attack	NOUN
cana-4167	126	45	detection	detection	NOUN
cana-4167	126	46	.	.	PUNCT
cana-4167	127	1	the	the	DET
cana-4167	127	2	recursive	recursive	ADJ
cana-4167	127	3	neural	neural	ADJ
cana-4167	127	4	network	network	NOUN
cana-4167	127	5	is	be	AUX
cana-4167	127	6	a	a	DET
cana-4167	127	7	category	category	NOUN
cana-4167	127	8	of	of	ADP
cana-4167	127	9	deep	deep	ADJ
cana-4167	127	10	learning	learning	NOUN
cana-4167	127	11	architecture	architecture	NOUN
cana-4167	127	12	to	to	PART
cana-4167	127	13	examine	examine	VERB
cana-4167	127	14	the	the	DET
cana-4167	127	15	data	data	NOUN
cana-4167	127	16	samples	sample	NOUN
cana-4167	127	17	with	with	ADP
cana-4167	127	18	their	their	PRON
cana-4167	127	19	features	feature	NOUN
cana-4167	127	20	using	use	VERB
cana-4167	127	21	several	several	ADJ
cana-4167	127	22	layers	layer	NOUN
cana-4167	127	23	.	.	PUNCT
cana-4167	128	1	a	a	DET
cana-4167	128	2	recursive	recursive	ADJ
cana-4167	128	3	neural	neural	ADJ
cana-4167	128	4	network	network	NOUN
cana-4167	128	5	is	be	AUX
cana-4167	128	6	build	build	VERB
cana-4167	128	7	through	through	ADP
cana-4167	128	8	the	the	DET
cana-4167	128	9	same	same	ADJ
cana-4167	128	10	set	set	NOUN
cana-4167	128	11	of	of	ADP
cana-4167	128	12	weights	weight	NOUN
cana-4167	128	13	recursively	recursively	ADV
cana-4167	128	14	over	over	ADP
cana-4167	128	15	a	a	DET
cana-4167	128	16	structured	structured	ADJ
cana-4167	128	17	input	input	NOUN
cana-4167	128	18	for	for	ADP
cana-4167	128	19	creating	create	VERB
cana-4167	128	20	a	a	DET
cana-4167	128	21	structured	structured	ADJ
cana-4167	128	22	prediction	prediction	NOUN
cana-4167	128	23	.	.	PUNCT
cana-4167	129	1	structure	structure	NOUN
cana-4167	129	2	of	of	ADP
cana-4167	129	3	probabilistic	probabilistic	ADJ
cana-4167	129	4	deming	deming	PROPN
cana-4167	129	5	regressive	regressive	ADJ
cana-4167	129	6	similarity	similarity	NOUN
cana-4167	129	7	indexed	index	VERB
cana-4167	129	8	deep	deep	ADJ
cana-4167	129	9	recursive	recursive	ADJ
cana-4167	129	10	network	network	NOUN
cana-4167	129	11	classifier	classifier	NOUN
cana-4167	129	12	is	be	AUX
cana-4167	129	13	shown	show	VERB
cana-4167	129	14	in	in	ADP
cana-4167	129	15	figure	figure	NOUN
cana-4167	129	16	2	2	NUM
cana-4167	129	17	.	.	PUNCT
cana-4167	130	1	the	the	DET
cana-4167	130	2	designed	design	VERB
cana-4167	130	3	network	network	NOUN
cana-4167	130	4	comprises	comprise	VERB
cana-4167	130	5	one	one	NUM
cana-4167	130	6	input	input	NOUN
cana-4167	130	7	layer	layer	NOUN
cana-4167	130	8	,	,	PUNCT
cana-4167	130	9	two	two	NUM
cana-4167	130	10	hidden	hidden	ADJ
cana-4167	130	11	layers	layer	NOUN
cana-4167	130	12	and	and	CCONJ
cana-4167	130	13	one	one	NUM
cana-4167	130	14	output	output	NOUN
cana-4167	130	15	layer	layer	NOUN
cana-4167	130	16	.	.	PUNCT
cana-4167	131	1	the	the	DET
cana-4167	131	2	sensor	sensor	NOUN
cana-4167	131	3	nodes	node	NOUN
cana-4167	131	4	are	be	AUX
cana-4167	131	5	used	use	VERB
cana-4167	131	6	to	to	PART
cana-4167	131	7	collect	collect	VERB
cana-4167	131	8	the	the	DET
cana-4167	131	9	distributed	distribute	VERB
cana-4167	131	10	network	network	NOUN
cana-4167	131	11	data	datum	NOUN
cana-4167	131	12	.	.	PUNCT
cana-4167	132	1	the	the	DET
cana-4167	132	2	collected	collect	VERB
cana-4167	132	3	data	datum	NOUN
cana-4167	132	4	are	be	AUX
cana-4167	132	5	sent	send	VERB
cana-4167	132	6	to	to	ADP
cana-4167	132	7	the	the	DET
cana-4167	132	8	input	input	NOUN
cana-4167	132	9	layer	layer	NOUN
cana-4167	132	10	of	of	ADP
cana-4167	132	11	deep	deep	ADJ
cana-4167	132	12	recursive	recursive	ADJ
cana-4167	132	13	learning	learning	NOUN
cana-4167	132	14	model	model	NOUN
cana-4167	132	15	.	.	PUNCT
cana-4167	133	1	after	after	ADP
cana-4167	133	2	that	that	PRON
cana-4167	133	3	,	,	PUNCT
cana-4167	133	4	the	the	DET
cana-4167	133	5	collected	collect	VERB
cana-4167	133	6	input	input	NOUN
cana-4167	133	7	is	be	AUX
cana-4167	133	8	sent	send	VERB
cana-4167	133	9	to	to	ADP
cana-4167	133	10	the	the	DET
cana-4167	133	11	hidden	hide	VERB
cana-4167	133	12	layer	layer	NOUN
cana-4167	133	13	1	1	NUM
cana-4167	133	14	.	.	PUNCT
cana-4167	134	1	in	in	ADP
cana-4167	134	2	that	that	DET
cana-4167	134	3	layer	layer	NOUN
cana-4167	134	4	,	,	PUNCT
cana-4167	134	5	the	the	DET
cana-4167	134	6	feature	feature	NOUN
cana-4167	134	7	selection	selection	NOUN
cana-4167	134	8	process	process	NOUN
cana-4167	134	9	is	be	AUX
cana-4167	134	10	performed	perform	VERB
cana-4167	134	11	using	use	VERB
cana-4167	134	12	the	the	DET
cana-4167	134	13	deming	deming	PROPN
cana-4167	134	14	regression	regression	NOUN
cana-4167	134	15	analysis	analysis	NOUN
cana-4167	134	16	.	.	PUNCT
cana-4167	135	1	the	the	DET
cana-4167	135	2	more	more	ADV
cana-4167	135	3	pertinent	pertinent	ADJ
cana-4167	135	4	features	feature	NOUN
cana-4167	135	5	are	be	AUX
cana-4167	135	6	considered	consider	VERB
cana-4167	135	7	for	for	SCONJ
cana-4167	135	8	attack	attack	NOUN
cana-4167	135	9	detection	detection	NOUN
cana-4167	135	10	to	to	PART
cana-4167	135	11	diminish	diminish	VERB
cana-4167	135	12	the	the	DET
cana-4167	135	13	time	time	NOUN
cana-4167	135	14	complexity	complexity	NOUN
cana-4167	135	15	.	.	PUNCT
cana-4167	136	1	after	after	ADP
cana-4167	136	2	that	that	PRON
cana-4167	136	3	,	,	PUNCT
cana-4167	136	4	the	the	DET
cana-4167	136	5	cybersecurity	cybersecurity	NOUN
cana-4167	136	6	attacks	attack	NOUN
cana-4167	136	7	detection	detection	NOUN
cana-4167	136	8	is	be	AUX
cana-4167	136	9	performed	perform	VERB
cana-4167	136	10	through	through	ADP
cana-4167	136	11	the	the	DET
cana-4167	136	12	classification	classification	NOUN
cana-4167	136	13	in	in	ADP
cana-4167	136	14	next	next	ADJ
cana-4167	136	15	hidden	hide	VERB
cana-4167	136	16	layer	layer	NOUN
cana-4167	136	17	with	with	ADP
cana-4167	136	18	the	the	DET
cana-4167	136	19	selected	select	VERB
cana-4167	136	20	feature	feature	NOUN
cana-4167	136	21	using	use	VERB
cana-4167	136	22	the	the	DET
cana-4167	136	23	tversky	tversky	ADJ
cana-4167	136	24	similarity	similarity	NOUN
cana-4167	136	25	index	index	NOUN
cana-4167	136	26	.	.	PUNCT
cana-4167	137	1	lastly	lastly	ADV
cana-4167	137	2	,	,	PUNCT
cana-4167	137	3	the	the	DET
cana-4167	137	4	classified	classified	ADJ
cana-4167	137	5	output	output	NOUN
cana-4167	137	6	of	of	ADP
cana-4167	137	7	normal	normal	ADJ
cana-4167	137	8	data	datum	NOUN
cana-4167	137	9	and	and	CCONJ
cana-4167	137	10	different	different	ADJ
cana-4167	137	11	types	type	NOUN
cana-4167	137	12	of	of	ADP
cana-4167	137	13	attacks	attack	NOUN
cana-4167	137	14	are	be	AUX
cana-4167	137	15	identified	identify	VERB
cana-4167	137	16	at	at	ADP
cana-4167	137	17	an	an	DET
cana-4167	137	18	output	output	NOUN
cana-4167	137	19	layer	layer	NOUN
cana-4167	137	20	of	of	ADP
cana-4167	137	21	deep	deep	ADJ
cana-4167	137	22	recursive	recursive	ADJ
cana-4167	137	23	classifier	classifier	NOUN
cana-4167	137	24	.	.	PUNCT
cana-4167	138	1	from	from	ADP
cana-4167	138	2	this	this	PRON
cana-4167	138	3	,	,	PUNCT
cana-4167	138	4	accurate	accurate	ADJ
cana-4167	138	5	attack	attack	NOUN
cana-4167	138	6	detection	detection	NOUN
cana-4167	138	7	is	be	AUX
cana-4167	138	8	achieved	achieve	VERB
cana-4167	138	9	in	in	ADP
cana-4167	138	10	pdrdrn	pdrdrn	NOUN
cana-4167	138	11	-	-	PUNCT
cana-4167	138	12	ksss	ksss	NOUN
cana-4167	138	13	technique	technique	NOUN
cana-4167	138	14	.	.	PUNCT
cana-4167	139	1	communications	communication	NOUN
cana-4167	139	2	on	on	ADP
cana-4167	139	3	applied	apply	VERB
cana-4167	139	4	nonlinear	nonlinear	ADJ
cana-4167	139	5	analysis	analysis	NOUN
cana-4167	139	6	issn	issn	NOUN
cana-4167	139	7	:	:	PUNCT
cana-4167	139	8	1074	1074	NUM
cana-4167	139	9	-	-	PUNCT
cana-4167	139	10	133x	133x	NUM
cana-4167	139	11	vol	vol	NOUN
cana-4167	139	12	32	32	NUM
cana-4167	139	13	no	no	NOUN
cana-4167	139	14	.	.	PUNCT
cana-4167	140	1	9s	9s	NUM
cana-4167	140	2	(	(	PUNCT
cana-4167	140	3	2025	2025	NUM
cana-4167	140	4	)	)	PUNCT
cana-4167	140	5	1433	1433	NUM
cana-4167	140	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4167	140	7	figure	figure	NOUN
cana-4167	140	8	2	2	NUM
cana-4167	140	9	structure	structure	NOUN
cana-4167	140	10	of	of	ADP
cana-4167	140	11	recursive	recursive	ADJ
cana-4167	140	12	deep	deep	ADJ
cana-4167	140	13	neural	neural	ADJ
cana-4167	140	14	network	network	NOUN
cana-4167	140	15	figure	figure	NOUN
cana-4167	140	16	2	2	NUM
cana-4167	140	17	illustrates	illustrate	VERB
cana-4167	140	18	the	the	DET
cana-4167	140	19	structure	structure	NOUN
cana-4167	140	20	of	of	ADP
cana-4167	140	21	recursive	recursive	ADJ
cana-4167	140	22	deep	deep	ADJ
cana-4167	140	23	neural	neural	ADJ
cana-4167	140	24	network	network	NOUN
cana-4167	140	25	to	to	PART
cana-4167	140	26	classify	classify	VERB
cana-4167	140	27	the	the	DET
cana-4167	140	28	data	data	NOUN
cana-4167	140	29	samples	sample	NOUN
cana-4167	140	30	for	for	ADP
cana-4167	140	31	accurate	accurate	ADJ
cana-4167	140	32	cyber	cyber	NOUN
cana-4167	140	33	attack	attack	NOUN
cana-4167	140	34	detection	detection	NOUN
cana-4167	140	35	.	.	PUNCT
cana-4167	141	1	the	the	DET
cana-4167	141	2	neuron	neuron	NOUN
cana-4167	141	3	in	in	ADP
cana-4167	141	4	one	one	NUM
cana-4167	141	5	layer	layer	NOUN
cana-4167	141	6	is	be	AUX
cana-4167	141	7	associated	associate	VERB
cana-4167	141	8	to	to	ADP
cana-4167	141	9	each	each	DET
cana-4167	141	10	neuron	neuron	NOUN
cana-4167	141	11	into	into	ADP
cana-4167	141	12	another	another	DET
cana-4167	141	13	layer	layer	NOUN
cana-4167	141	14	to	to	PART
cana-4167	141	15	build	build	VERB
cana-4167	141	16	the	the	DET
cana-4167	141	17	whole	whole	ADJ
cana-4167	141	18	network	network	NOUN
cana-4167	141	19	.	.	PUNCT
cana-4167	142	1	the	the	DET
cana-4167	142	2	input	input	NOUN
cana-4167	142	3	layer	layer	NOUN
cana-4167	142	4	obtains	obtain	VERB
cana-4167	142	5	the	the	DET
cana-4167	142	6	data	data	NOUN
cana-4167	142	7	samples	sample	NOUN
cana-4167	142	8	{	{	PUNCT
cana-4167	142	9	𝐷𝑆1	𝐷𝑆1	PROPN
cana-4167	142	10	,	,	PUNCT
cana-4167	142	11	𝐷𝑆2	𝐷𝑆2	PROPN
cana-4167	142	12	,	,	PUNCT
cana-4167	142	13	𝐷𝑆3	𝐷𝑆3	PROPN
cana-4167	142	14	,	,	PUNCT
cana-4167	142	15	…	…	PUNCT
cana-4167	142	16	.	.	PUNCT
cana-4167	143	1	,	,	PUNCT
cana-4167	143	2	𝐷𝑆𝑛	𝐷𝑆𝑛	PROPN
cana-4167	143	3	}	}	PUNCT
cana-4167	143	4	as	as	ADP
cana-4167	143	5	input	input	NOUN
cana-4167	143	6	from	from	ADP
cana-4167	143	7	given	give	VERB
cana-4167	143	8	dataset	dataset	PROPN
cana-4167	143	9	.	.	PUNCT
cana-4167	144	1	neuron	neuron	PROPN
cana-4167	144	2	activity	activity	NOUN
cana-4167	144	3	in	in	ADP
cana-4167	144	4	the	the	DET
cana-4167	144	5	input	input	NOUN
cana-4167	144	6	layer	layer	NOUN
cana-4167	144	7	is	be	AUX
cana-4167	144	8	formulated	formulate	VERB
cana-4167	144	9	as	as	SCONJ
cana-4167	144	10	follows	follow	VERB
cana-4167	144	11	.	.	PUNCT
cana-4167	145	1	𝑝(𝑡	𝑝(𝑡	NOUN
cana-4167	145	2	)	)	PUNCT
cana-4167	145	3	=	=	PUNCT
cana-4167	146	1	∑	∑	ADP
cana-4167	146	2	𝐷𝑆𝑖	𝐷𝑆𝑖	NOUN
cana-4167	146	3	∗	∗	VERB
cana-4167	146	4	𝛿	𝛿	PROPN
cana-4167	146	5	+	+	X
cana-4167	146	6	𝜗𝑛	𝜗𝑛	PROPN
cana-4167	146	7	𝑖=1	𝑖=1	PROPN
cana-4167	146	8	(	(	PUNCT
cana-4167	146	9	1	1	X
cana-4167	146	10	)	)	PUNCT
cana-4167	146	11	where	where	SCONJ
cana-4167	146	12	‘	'	PUNCT
cana-4167	146	13	𝑝(𝑡	𝑝(𝑡	NOUN
cana-4167	146	14	)	)	PUNCT
cana-4167	146	15	’	'	PUNCT
cana-4167	146	16	point	point	NOUN
cana-4167	146	17	outs	out	NOUN
cana-4167	146	18	the	the	DET
cana-4167	146	19	input	input	NOUN
cana-4167	146	20	layer	layer	NOUN
cana-4167	146	21	,	,	PUNCT
cana-4167	146	22	‘	'	PUNCT
cana-4167	146	23	𝐷𝑆𝑖	𝐷𝑆𝑖	NOUN
cana-4167	146	24	’	'	PUNCT
cana-4167	146	25	point	point	NOUN
cana-4167	146	26	outs	out	NOUN
cana-4167	146	27	number	number	NOUN
cana-4167	146	28	of	of	ADP
cana-4167	146	29	data	datum	NOUN
cana-4167	146	30	samples	sample	NOUN
cana-4167	146	31	,	,	PUNCT
cana-4167	146	32	‘	'	PUNCT
cana-4167	146	33	𝛿	𝛿	ADJ
cana-4167	146	34	’	'	PUNCT
cana-4167	146	35	point	point	NOUN
cana-4167	146	36	outs	out	NOUN
cana-4167	146	37	a	a	DET
cana-4167	146	38	weight	weight	NOUN
cana-4167	146	39	between	between	ADP
cana-4167	146	40	input	input	NOUN
cana-4167	146	41	and	and	CCONJ
cana-4167	146	42	hidden	hidden	ADJ
cana-4167	146	43	layer	layer	NOUN
cana-4167	146	44	and	and	CCONJ
cana-4167	146	45	‘	'	PUNCT
cana-4167	146	46	𝜗	𝜗	NOUN
cana-4167	146	47	’	'	PUNCT
cana-4167	146	48	refers	refer	VERB
cana-4167	146	49	a	a	DET
cana-4167	146	50	bias	bias	NOUN
cana-4167	146	51	(	(	PUNCT
cana-4167	146	52	generally	generally	ADV
cana-4167	146	53	taken	take	VERB
cana-4167	146	54	as	as	ADP
cana-4167	146	55	1	1	NUM
cana-4167	146	56	)	)	PUNCT
cana-4167	146	57	.	.	PUNCT
cana-4167	147	1	the	the	DET
cana-4167	147	2	input	input	NOUN
cana-4167	147	3	is	be	AUX
cana-4167	147	4	forwarded	forward	VERB
cana-4167	147	5	into	into	ADP
cana-4167	147	6	the	the	DET
cana-4167	147	7	hidden	hide	VERB
cana-4167	147	8	layer	layer	NOUN
cana-4167	147	9	one	one	NUM
cana-4167	147	10	to	to	PART
cana-4167	147	11	carry	carry	VERB
cana-4167	147	12	out	out	ADP
cana-4167	147	13	the	the	DET
cana-4167	147	14	feature	feature	NOUN
cana-4167	147	15	selection	selection	NOUN
cana-4167	147	16	process	process	NOUN
cana-4167	147	17	using	use	VERB
cana-4167	147	18	probabilistic	probabilistic	ADJ
cana-4167	147	19	deming	deming	PROPN
cana-4167	147	20	regression	regression	NOUN
cana-4167	147	21	model	model	NOUN
cana-4167	147	22	.	.	PUNCT
cana-4167	148	1	by	by	ADP
cana-4167	148	2	performing	perform	VERB
cana-4167	148	3	feature	feature	NOUN
cana-4167	148	4	selection	selection	NOUN
cana-4167	148	5	process	process	NOUN
cana-4167	148	6	,	,	PUNCT
cana-4167	148	7	the	the	DET
cana-4167	148	8	dimensionality	dimensionality	NOUN
cana-4167	148	9	of	of	ADP
cana-4167	148	10	the	the	DET
cana-4167	148	11	dataset	dataset	NOUN
cana-4167	148	12	is	be	AUX
cana-4167	148	13	reduced	reduce	VERB
cana-4167	148	14	and	and	CCONJ
cana-4167	148	15	thereby	thereby	ADV
cana-4167	148	16	minimizes	minimize	VERB
cana-4167	148	17	the	the	DET
cana-4167	148	18	time	time	NOUN
cana-4167	148	19	complexity	complexity	NOUN
cana-4167	148	20	in	in	ADP
cana-4167	148	21	the	the	DET
cana-4167	148	22	attack	attack	NOUN
cana-4167	148	23	detection	detection	NOUN
cana-4167	148	24	.	.	PUNCT
cana-4167	149	1	in	in	ADP
cana-4167	149	2	pdrdrn	pdrdrn	NOUN
cana-4167	149	3	-	-	PUNCT
cana-4167	149	4	ksss	ksss	NOUN
cana-4167	149	5	,	,	PUNCT
cana-4167	149	6	probabilistic	probabilistic	ADJ
cana-4167	149	7	deming	deming	PROPN
cana-4167	149	8	regression	regression	NOUN
cana-4167	149	9	model	model	NOUN
cana-4167	149	10	is	be	AUX
cana-4167	149	11	used	use	VERB
cana-4167	149	12	for	for	AUX
cana-4167	149	13	select	select	VERB
cana-4167	149	14	the	the	DET
cana-4167	149	15	most	most	ADV
cana-4167	149	16	relevant	relevant	ADJ
cana-4167	149	17	features	feature	NOUN
cana-4167	149	18	among	among	ADP
cana-4167	149	19	the	the	DET
cana-4167	149	20	number	number	NOUN
cana-4167	149	21	of	of	ADP
cana-4167	149	22	features	feature	NOUN
cana-4167	149	23	in	in	ADP
cana-4167	149	24	the	the	DET
cana-4167	149	25	dataset	dataset	NOUN
cana-4167	149	26	.	.	PUNCT
cana-4167	150	1	it	it	PRON
cana-4167	150	2	is	be	AUX
cana-4167	150	3	statistical	statistical	ADJ
cana-4167	150	4	model	model	NOUN
cana-4167	150	5	applied	apply	VERB
cana-4167	150	6	to	to	PART
cana-4167	150	7	compute	compute	VERB
cana-4167	150	8	the	the	DET
cana-4167	150	9	association	association	NOUN
cana-4167	150	10	between	between	ADP
cana-4167	150	11	two	two	NUM
cana-4167	150	12	variables	variable	NOUN
cana-4167	150	13	such	such	ADJ
cana-4167	150	14	as	as	ADP
cana-4167	150	15	independent	independent	ADJ
cana-4167	150	16	(	(	PUNCT
cana-4167	150	17	i.e.	i.e.	X
cana-4167	150	18	,	,	PUNCT
cana-4167	150	19	sample	sample	NOUN
cana-4167	150	20	data	datum	NOUN
cana-4167	150	21	features	feature	VERB
cana-4167	150	22	𝛽	𝛽	NOUN
cana-4167	150	23	)	)	PUNCT
cana-4167	150	24	and	and	CCONJ
cana-4167	150	25	dependent	dependent	ADJ
cana-4167	150	26	variable	variable	NOUN
cana-4167	150	27	(	(	PUNCT
cana-4167	150	28	i.e.	i.e.	X
cana-4167	150	29	outcomes	outcome	NOUN
cana-4167	150	30	𝑌	𝑌	PROPN
cana-4167	150	31	)	)	PUNCT
cana-4167	150	32	.	.	PUNCT
cana-4167	151	1	here	here	ADV
cana-4167	151	2	,	,	PUNCT
cana-4167	151	3	the	the	DET
cana-4167	151	4	dependent	dependent	ADJ
cana-4167	151	5	variable	variable	NOUN
cana-4167	151	6	takes	take	VERB
cana-4167	151	7	two	two	NUM
cana-4167	151	8	outcomes	outcome	NOUN
cana-4167	151	9	(	(	PUNCT
cana-4167	151	10	i.e.	i.e.	X
cana-4167	151	11	,	,	PUNCT
cana-4167	151	12	pertinent	pertinent	ADJ
cana-4167	151	13	or	or	CCONJ
cana-4167	151	14	irrelevant	irrelevant	ADJ
cana-4167	151	15	)	)	PUNCT
cana-4167	151	16	.	.	PUNCT
cana-4167	152	1	the	the	DET
cana-4167	152	2	objective	objective	NOUN
cana-4167	152	3	of	of	ADP
cana-4167	152	4	probabilistic	probabilistic	ADJ
cana-4167	152	5	deming	deming	PROPN
cana-4167	152	6	regression	regression	NOUN
cana-4167	152	7	model	model	NOUN
cana-4167	152	8	is	be	AUX
cana-4167	152	9	to	to	PART
cana-4167	152	10	compute	compute	VERB
cana-4167	152	11	the	the	DET
cana-4167	152	12	relationship	relationship	NOUN
cana-4167	152	13	between	between	ADP
cana-4167	152	14	features	feature	NOUN
cana-4167	152	15	.	.	PUNCT
cana-4167	153	1	consider	consider	VERB
cana-4167	153	2	the	the	DET
cana-4167	153	3	dataset	dataset	NOUN
cana-4167	153	4	includes	include	VERB
cana-4167	153	5	number	number	NOUN
cana-4167	153	6	of	of	ADP
cana-4167	153	7	data	data	NOUN
cana-4167	153	8	samples	sample	NOUN
cana-4167	153	9	{	{	PUNCT
cana-4167	153	10	𝐷𝑆1	𝐷𝑆1	PROPN
cana-4167	153	11	,	,	PUNCT
cana-4167	153	12	𝐷𝑆2	𝐷𝑆2	PROPN
cana-4167	153	13	,	,	PUNCT
cana-4167	153	14	𝐷𝑆3	𝐷𝑆3	PROPN
cana-4167	153	15	,	,	PUNCT
cana-4167	153	16	…	…	PUNCT
cana-4167	153	17	.	.	PUNCT
cana-4167	154	1	,	,	PUNCT
cana-4167	154	2	𝐷𝑆𝑛	𝐷𝑆𝑛	PROPN
cana-4167	154	3	}	}	PUNCT
cana-4167	154	4	and	and	CCONJ
cana-4167	154	5	features	feature	VERB
cana-4167	154	6	{	{	PUNCT
cana-4167	154	7	𝛽1	𝛽1	NOUN
cana-4167	154	8	,	,	PUNCT
cana-4167	154	9	𝛽2	𝛽2	PROPN
cana-4167	154	10	,	,	PUNCT
cana-4167	154	11	𝛽3	𝛽3	NOUN
cana-4167	154	12	,	,	PUNCT
cana-4167	154	13	…	…	PUNCT
cana-4167	154	14	.	.	PUNCT
cana-4167	155	1	,	,	PUNCT
cana-4167	155	2	𝛽𝑓	𝛽𝑓	ADP
cana-4167	155	3	}	}	PUNCT
cana-4167	155	4	.	.	PUNCT
cana-4167	156	1	the	the	DET
cana-4167	156	2	designed	design	VERB
cana-4167	156	3	deming	deming	PROPN
cana-4167	156	4	regression	regression	NOUN
cana-4167	156	5	takes	take	VERB
cana-4167	156	6	available	available	ADJ
cana-4167	156	7	features	feature	NOUN
cana-4167	156	8	(	(	PUNCT
cana-4167	156	9	𝛼𝑖	𝛼𝑖	INTJ
cana-4167	156	10	,	,	PUNCT
cana-4167	156	11	𝛽𝑖	𝛽𝑖	CCONJ
cana-4167	156	12	)	)	PUNCT
cana-4167	156	13	are	be	AUX
cana-4167	156	14	predicted	predict	VERB
cana-4167	156	15	observations	observation	NOUN
cana-4167	156	16	of	of	ADP
cana-4167	156	17	the	the	DET
cana-4167	156	18	true	true	ADJ
cana-4167	156	19	values	value	NOUN
cana-4167	156	20	(	(	PUNCT
cana-4167	156	21	𝛼𝑖	𝛼𝑖	PROPN
cana-4167	156	22	′	′	NUM
cana-4167	156	23	,	,	PUNCT
cana-4167	156	24	𝛽𝑖	𝛽𝑖	VERB
cana-4167	156	25	′	′	NUM
cana-4167	156	26	)	)	PUNCT
cana-4167	156	27	,	,	PUNCT
cana-4167	156	28	that	that	PRON
cana-4167	156	29	lie	lie	VERB
cana-4167	156	30	on	on	ADP
cana-4167	156	31	the	the	DET
cana-4167	156	32	regression	regression	NOUN
cana-4167	156	33	line	line	NOUN
cana-4167	156	34	as	as	SCONJ
cana-4167	156	35	formulated	formulate	VERB
cana-4167	156	36	as	as	ADP
cana-4167	156	37	given	give	VERB
cana-4167	156	38	below	below	ADV
cana-4167	156	39	.	.	PUNCT
cana-4167	157	1	𝛼𝑖	𝛼𝑖	X
cana-4167	157	2	=	=	SYM
cana-4167	157	3	𝛼𝑖	𝛼𝑖	PROPN
cana-4167	157	4	′	′	NOUN
cana-4167	158	1	+	+	CCONJ
cana-4167	158	2	𝛾𝑖	𝛾𝑖	CCONJ
cana-4167	158	3	(	(	PUNCT
cana-4167	158	4	2	2	NUM
cana-4167	158	5	)	)	PUNCT
cana-4167	158	6	𝛽𝑖	𝛽𝑖	NOUN
cana-4167	158	7	=	=	PUNCT
cana-4167	158	8	𝛽𝑖	𝛽𝑖	VERB
cana-4167	159	1	′	′	NUM
cana-4167	160	1	+	+	CCONJ
cana-4167	160	2	휀𝑖	휀𝑖	ADJ
cana-4167	160	3	(	(	PUNCT
cana-4167	160	4	3	3	NUM
cana-4167	160	5	)	)	PUNCT
cana-4167	160	6	in	in	ADP
cana-4167	160	7	the	the	DET
cana-4167	160	8	above	above	ADJ
cana-4167	160	9	equations	equation	NOUN
cana-4167	160	10	,	,	PUNCT
cana-4167	160	11	‘	'	PUNCT
cana-4167	160	12	𝛾𝑖	𝛾𝑖	NOUN
cana-4167	160	13	’	'	PUNCT
cana-4167	160	14	and	and	CCONJ
cana-4167	160	15	‘	'	PUNCT
cana-4167	160	16	휀𝑖	휀𝑖	X
cana-4167	160	17	’	'	PUNCT
cana-4167	160	18	denotes	denote	VERB
cana-4167	160	19	the	the	DET
cana-4167	160	20	independent	independent	ADJ
cana-4167	160	21	and	and	CCONJ
cana-4167	160	22	the	the	DET
cana-4167	160	23	ratio	ratio	NOUN
cana-4167	160	24	of	of	ADP
cana-4167	160	25	their	their	PRON
cana-4167	160	26	variances	variance	NOUN
cana-4167	160	27	is	be	AUX
cana-4167	160	28	considered	consider	VERB
cana-4167	160	29	to	to	PART
cana-4167	160	30	be	be	AUX
cana-4167	160	31	identified	identify	VERB
cana-4167	160	32	.	.	PUNCT
cana-4167	161	1	to	to	PART
cana-4167	161	2	determine	determine	VERB
cana-4167	161	3	the	the	DET
cana-4167	161	4	intercept	intercept	NOUN
cana-4167	161	5	‘	'	PUNCT
cana-4167	161	6	𝑎0	𝑎0	PROPN
cana-4167	161	7	’	'	PUNCT
cana-4167	161	8	and	and	CCONJ
cana-4167	161	9	the	the	DET
cana-4167	161	10	slope	slope	NOUN
cana-4167	161	11	‘	'	PUNCT
cana-4167	161	12	𝑎1	𝑎1	NOUN
cana-4167	161	13	’	'	PUNCT
cana-4167	161	14	in	in	ADP
cana-4167	161	15	the	the	DET
cana-4167	161	16	equation	equation	NOUN
cana-4167	161	17	is	be	AUX
cana-4167	161	18	expressed	express	VERB
cana-4167	161	19	as	as	SCONJ
cana-4167	161	20	follows	follow	VERB
cana-4167	161	21	.	.	PUNCT
cana-4167	162	1	communications	communication	NOUN
cana-4167	162	2	on	on	ADP
cana-4167	162	3	applied	apply	VERB
cana-4167	162	4	nonlinear	nonlinear	ADJ
cana-4167	162	5	analysis	analysis	NOUN
cana-4167	162	6	issn	issn	NOUN
cana-4167	162	7	:	:	PUNCT
cana-4167	162	8	1074	1074	NUM
cana-4167	162	9	-	-	PUNCT
cana-4167	162	10	133x	133x	NUM
cana-4167	162	11	vol	vol	NOUN
cana-4167	162	12	32	32	NUM
cana-4167	162	13	no	no	NOUN
cana-4167	162	14	.	.	PUNCT
cana-4167	163	1	9s	9s	NUM
cana-4167	163	2	(	(	PUNCT
cana-4167	163	3	2025	2025	NUM
cana-4167	163	4	)	)	PUNCT
cana-4167	163	5	1434	1434	NUM
cana-4167	164	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4167	164	2	𝑇	𝑇	PROPN
cana-4167	164	3	�	�	PROPN
cana-4167	164	4	̂	̂	VERB
cana-4167	164	5	�	�	NOUN
cana-4167	164	6	=	=	SYM
cana-4167	164	7	𝑐0	𝑐0	PROPN
cana-4167	164	8	+	+	CCONJ
cana-4167	164	9	𝑐1𝛽	𝑐1𝛽	ADJ
cana-4167	164	10	�	�	PROPN
cana-4167	164	11	̂	̂	SYM
cana-4167	164	12	�	�	PROPN
cana-4167	164	13	(	(	PUNCT
cana-4167	164	14	4	4	NUM
cana-4167	164	15	)	)	PUNCT
cana-4167	164	16	in	in	ADP
cana-4167	164	17	the	the	DET
cana-4167	164	18	above	above	ADJ
cana-4167	164	19	equation	equation	NOUN
cana-4167	164	20	(	(	PUNCT
cana-4167	164	21	4	4	NUM
cana-4167	164	22	)	)	PUNCT
cana-4167	164	23	,	,	PUNCT
cana-4167	164	24	‘	'	PUNCT
cana-4167	164	25	𝑇	𝑇	PROPN
cana-4167	164	26	�	�	PROPN
cana-4167	164	27	̂	̂	SYM
cana-4167	164	28	�	�	NOUN
cana-4167	164	29	’	'	PUNCT
cana-4167	164	30	and	and	CCONJ
cana-4167	164	31	‘	'	PUNCT
cana-4167	164	32	𝛽	𝛽	NOUN
cana-4167	164	33	�	�	PROPN
cana-4167	164	34	̂	̂	SYM
cana-4167	164	35	�	�	NOUN
cana-4167	164	36	’	'	PUNCT
cana-4167	164	37	point	point	NOUN
cana-4167	164	38	outs	out	NOUN
cana-4167	164	39	the	the	DET
cana-4167	164	40	estimates	estimate	NOUN
cana-4167	164	41	of	of	ADP
cana-4167	164	42	expected	expect	VERB
cana-4167	164	43	values	value	NOUN
cana-4167	164	44	of	of	ADP
cana-4167	164	45	‘	'	PUNCT
cana-4167	164	46	𝛽𝑖	𝛽𝑖	ADJ
cana-4167	164	47	’	'	PUNCT
cana-4167	164	48	and	and	CCONJ
cana-4167	164	49	‘	'	PUNCT
cana-4167	164	50	𝛼𝑖	𝛼𝑖	NOUN
cana-4167	164	51	’	'	PUNCT
cana-4167	164	52	respectively	respectively	ADV
cana-4167	164	53	.	.	PUNCT
cana-4167	165	1	through	through	ADP
cana-4167	165	2	the	the	DET
cana-4167	165	3	above	above	ADJ
cana-4167	165	4	equations	equation	NOUN
cana-4167	165	5	,	,	PUNCT
cana-4167	165	6	the	the	DET
cana-4167	165	7	best	good	ADJ
cana-4167	165	8	fit	fit	ADJ
cana-4167	165	9	line	line	NOUN
cana-4167	165	10	for	for	ADP
cana-4167	165	11	each	each	DET
cana-4167	165	12	feature	feature	NOUN
cana-4167	165	13	is	be	AUX
cana-4167	165	14	identified	identify	VERB
cana-4167	165	15	by	by	ADP
cana-4167	165	16	the	the	DET
cana-4167	165	17	deming	deming	PROPN
cana-4167	165	18	regression	regression	NOUN
cana-4167	165	19	and	and	CCONJ
cana-4167	165	20	thereby	thereby	ADV
cana-4167	165	21	selects	select	VERB
cana-4167	165	22	the	the	DET
cana-4167	165	23	relevant	relevant	ADJ
cana-4167	165	24	features	feature	NOUN
cana-4167	165	25	for	for	ADP
cana-4167	165	26	significantly	significantly	ADV
cana-4167	165	27	finds	find	VERB
cana-4167	165	28	the	the	DET
cana-4167	165	29	attack	attack	NOUN
cana-4167	165	30	detection	detection	NOUN
cana-4167	165	31	.	.	PUNCT
cana-4167	166	1	therefore	therefore	ADV
cana-4167	166	2	,	,	PUNCT
cana-4167	166	3	the	the	DET
cana-4167	166	4	pertinent	pertinent	NOUN
cana-4167	166	5	features	feature	VERB
cana-4167	166	6	for	for	ADP
cana-4167	166	7	attack	attack	NOUN
cana-4167	166	8	detection	detection	NOUN
cana-4167	166	9	are	be	AUX
cana-4167	166	10	identified	identify	VERB
cana-4167	166	11	in	in	ADP
cana-4167	166	12	hidden	hide	VERB
cana-4167	166	13	layer	layer	NOUN
cana-4167	166	14	one	one	NUM
cana-4167	166	15	.	.	PUNCT
cana-4167	167	1	the	the	DET
cana-4167	167	2	selected	select	VERB
cana-4167	167	3	features	feature	NOUN
cana-4167	167	4	forwarded	forward	VERB
cana-4167	167	5	to	to	ADP
cana-4167	167	6	the	the	DET
cana-4167	167	7	hidden	hide	VERB
cana-4167	167	8	layer	layer	NOUN
cana-4167	167	9	two	two	NUM
cana-4167	167	10	where	where	SCONJ
cana-4167	167	11	the	the	DET
cana-4167	167	12	classification	classification	NOUN
cana-4167	167	13	of	of	ADP
cana-4167	167	14	data	datum	NOUN
cana-4167	167	15	samples	sample	NOUN
cana-4167	167	16	is	be	AUX
cana-4167	167	17	made	make	VERB
cana-4167	167	18	for	for	ADP
cana-4167	167	19	attack	attack	NOUN
cana-4167	167	20	detection	detection	NOUN
cana-4167	167	21	.	.	PUNCT
cana-4167	168	1	in	in	ADP
cana-4167	168	2	that	that	DET
cana-4167	168	3	layer	layer	NOUN
cana-4167	168	4	,	,	PUNCT
cana-4167	168	5	tversky	tversky	ADJ
cana-4167	168	6	similarity	similarity	NOUN
cana-4167	168	7	index	index	NOUN
cana-4167	168	8	is	be	AUX
cana-4167	168	9	measured	measure	VERB
cana-4167	168	10	is	be	AUX
cana-4167	168	11	applied	apply	VERB
cana-4167	168	12	to	to	PART
cana-4167	168	13	examine	examine	VERB
cana-4167	168	14	training	training	NOUN
cana-4167	168	15	data	datum	NOUN
cana-4167	168	16	and	and	CCONJ
cana-4167	168	17	mean	mean	NOUN
cana-4167	168	18	of	of	ADP
cana-4167	168	19	the	the	DET
cana-4167	168	20	particular	particular	ADJ
cana-4167	168	21	classes	class	NOUN
cana-4167	168	22	.	.	PUNCT
cana-4167	169	1	considers	consider	VERB
cana-4167	169	2	the	the	DET
cana-4167	169	3	number	number	NOUN
cana-4167	169	4	of	of	ADP
cana-4167	169	5	classes	class	NOUN
cana-4167	169	6	𝑙1	𝑙1	PROPN
cana-4167	169	7	,	,	PUNCT
cana-4167	169	8	𝑙2	𝑙2	PROPN
cana-4167	169	9	,	,	PUNCT
cana-4167	169	10	.	.	PUNCT
cana-4167	169	11	.	.	PUNCT
cana-4167	170	1	𝑙𝑥	𝑙𝑥	VERB
cana-4167	170	2	and	and	CCONJ
cana-4167	170	3	the	the	DET
cana-4167	170	4	mean	mean	PROPN
cana-4167	170	5	𝑚1	𝑚1	NOUN
cana-4167	170	6	,	,	PUNCT
cana-4167	170	7	𝑚2	𝑚2	NOUN
cana-4167	170	8	…	…	PUNCT
cana-4167	170	9	𝑚𝑦.	𝑚𝑦.	X
cana-4167	170	10	then	then	ADV
cana-4167	170	11	the	the	DET
cana-4167	170	12	tversky	tversky	ADJ
cana-4167	170	13	similarity	similarity	NOUN
cana-4167	170	14	index	index	NOUN
cana-4167	170	15	is	be	AUX
cana-4167	170	16	used	use	VERB
cana-4167	170	17	to	to	PART
cana-4167	170	18	compute	compute	VERB
cana-4167	170	19	the	the	DET
cana-4167	170	20	associate	associate	NOUN
cana-4167	170	21	between	between	ADP
cana-4167	170	22	the	the	DET
cana-4167	170	23	class	class	NOUN
cana-4167	170	24	mean	mean	NOUN
cana-4167	170	25	and	and	CCONJ
cana-4167	170	26	the	the	DET
cana-4167	170	27	extracted	extract	VERB
cana-4167	170	28	features	feature	NOUN
cana-4167	170	29	.	.	PUNCT
cana-4167	171	1	according	accord	VERB
cana-4167	171	2	to	to	ADP
cana-4167	171	3	the	the	DET
cana-4167	171	4	similarity	similarity	NOUN
cana-4167	171	5	value	value	NOUN
cana-4167	171	6	,	,	PUNCT
cana-4167	171	7	the	the	DET
cana-4167	171	8	sample	sample	NOUN
cana-4167	171	9	data	datum	NOUN
cana-4167	171	10	are	be	AUX
cana-4167	171	11	classified	classify	VERB
cana-4167	171	12	into	into	ADP
cana-4167	171	13	specific	specific	ADJ
cana-4167	171	14	class	class	NOUN
cana-4167	171	15	.	.	PUNCT
cana-4167	172	1	𝜔	𝜔	X
cana-4167	172	2	=	=	SYM
cana-4167	172	3	𝐸𝛽𝑖	𝐸𝛽𝑖	PROPN
cana-4167	172	4	∩	∩	PROPN
cana-4167	172	5	𝑚𝑦	𝑚𝑦	ADP
cana-4167	172	6	𝑔	𝑔	PROPN
cana-4167	172	7	(	(	PUNCT
cana-4167	172	8	𝐸𝛽𝑖	𝐸𝛽𝑖	PROPN
cana-4167	172	9	∆	∆	PROPN
cana-4167	172	10	𝑚𝑦)+	𝑚𝑦)+	ADV
cana-4167	172	11	ℎ	ℎ	PROPN
cana-4167	172	12	(	(	PUNCT
cana-4167	172	13	𝐸𝛽𝑖	𝐸𝛽𝑖	PROPN
cana-4167	172	14	∩	∩	PROPN
cana-4167	172	15	𝑚𝑦	𝑚𝑦	ADP
cana-4167	172	16	)	)	PUNCT
cana-4167	172	17	(	(	PUNCT
cana-4167	172	18	5	5	X
cana-4167	172	19	)	)	PUNCT
cana-4167	172	20	in	in	ADP
cana-4167	172	21	the	the	DET
cana-4167	172	22	above	above	ADJ
cana-4167	172	23	equation	equation	NOUN
cana-4167	172	24	(	(	PUNCT
cana-4167	172	25	5	5	NUM
cana-4167	172	26	)	)	PUNCT
cana-4167	172	27	,	,	PUNCT
cana-4167	172	28	‘	'	PUNCT
cana-4167	172	29	𝜔	𝜔	X
cana-4167	172	30	’	'	PUNCT
cana-4167	172	31	refers	refer	VERB
cana-4167	172	32	a	a	DET
cana-4167	172	33	tversky	tversky	ADJ
cana-4167	172	34	similarity	similarity	NOUN
cana-4167	172	35	index	index	NOUN
cana-4167	172	36	coefficient	coefficient	NOUN
cana-4167	172	37	,	,	PUNCT
cana-4167	172	38	‘	'	PUNCT
cana-4167	172	39	𝐸𝛽𝑖	𝐸𝛽𝑖	PROPN
cana-4167	172	40	’	'	PUNCT
cana-4167	172	41	refers	refer	VERB
cana-4167	172	42	extracted	extract	VERB
cana-4167	172	43	features	feature	NOUN
cana-4167	172	44	,	,	PUNCT
cana-4167	172	45	‘	'	PUNCT
cana-4167	172	46	𝑚𝑦	𝑚𝑦	NOUN
cana-4167	172	47	’	'	PUNCT
cana-4167	172	48	refers	refer	VERB
cana-4167	172	49	a	a	DET
cana-4167	172	50	mean	mean	NOUN
cana-4167	172	51	of	of	ADP
cana-4167	172	52	class	class	NOUN
cana-4167	172	53	,	,	PUNCT
cana-4167	172	54	‘	'	PUNCT
cana-4167	172	55	𝐸𝛽𝑖	𝐸𝛽𝑖	PROPN
cana-4167	172	56	∩	∩	NOUN
cana-4167	172	57	𝑚𝑦	𝑚𝑦	NOUN
cana-4167	172	58	’	'	PUNCT
cana-4167	172	59	refers	refer	VERB
cana-4167	172	60	a	a	DET
cana-4167	172	61	mutual	mutual	ADJ
cana-4167	172	62	dependence	dependence	NOUN
cana-4167	172	63	between	between	ADP
cana-4167	172	64	the	the	DET
cana-4167	172	65	feature	feature	NOUN
cana-4167	172	66	and	and	CCONJ
cana-4167	172	67	mean	mean	NOUN
cana-4167	172	68	of	of	ADP
cana-4167	172	69	class	class	NOUN
cana-4167	172	70	,	,	PUNCT
cana-4167	172	71	‘	'	PUNCT
cana-4167	172	72	𝐸𝛽𝑖	𝐸𝛽𝑖	PROPN
cana-4167	172	73	∆	∆	PROPN
cana-4167	172	74	𝑚𝑦	𝑚𝑦	ADP
cana-4167	172	75	’	'	PUNCT
cana-4167	172	76	indicates	indicate	VERB
cana-4167	172	77	a	a	DET
cana-4167	172	78	variance	variance	NOUN
cana-4167	172	79	between	between	ADP
cana-4167	172	80	the	the	DET
cana-4167	172	81	extracted	extract	VERB
cana-4167	172	82	features	feature	NOUN
cana-4167	172	83	and	and	CCONJ
cana-4167	172	84	mean	mean	NOUN
cana-4167	172	85	of	of	ADP
cana-4167	172	86	class	class	NOUN
cana-4167	172	87	.	.	PUNCT
cana-4167	173	1	also	also	ADV
cana-4167	173	2	,	,	PUNCT
cana-4167	173	3	‘	'	PUNCT
cana-4167	173	4	𝑔	𝑔	NOUN
cana-4167	173	5	’	'	PUNCT
cana-4167	173	6	and	and	CCONJ
cana-4167	173	7	‘	'	PUNCT
cana-4167	173	8	ℎ	ℎ	NOUN
cana-4167	173	9	’	'	PUNCT
cana-4167	173	10	refers	refer	VERB
cana-4167	173	11	a	a	DET
cana-4167	173	12	parameters	parameter	NOUN
cana-4167	173	13	of	of	ADP
cana-4167	173	14	the	the	DET
cana-4167	173	15	tversky	tversky	ADJ
cana-4167	173	16	index	index	NOUN
cana-4167	173	17	(	(	PUNCT
cana-4167	173	18	𝑔	𝑔	PROPN
cana-4167	173	19	,	,	PUNCT
cana-4167	173	20	ℎ	ℎ	X
cana-4167	173	21	≥	≥	NOUN
cana-4167	173	22	0	0	NUM
cana-4167	173	23	)	)	PUNCT
cana-4167	173	24	.	.	PUNCT
cana-4167	174	1	the	the	DET
cana-4167	174	2	similarity	similarity	NOUN
cana-4167	174	3	coefficient	coefficient	NOUN
cana-4167	174	4	(	(	PUNCT
cana-4167	174	5	𝜔	𝜔	NUM
cana-4167	174	6	)	)	PUNCT
cana-4167	174	7	gives	give	VERB
cana-4167	174	8	the	the	DET
cana-4167	174	9	value	value	NOUN
cana-4167	174	10	between	between	ADP
cana-4167	174	11	[	[	X
cana-4167	174	12	0	0	NUM
cana-4167	174	13	,	,	PUNCT
cana-4167	174	14	1	1	NUM
cana-4167	174	15	]	]	PUNCT
cana-4167	174	16	.	.	PUNCT
cana-4167	175	1	thus	thus	ADV
cana-4167	175	2	,	,	PUNCT
cana-4167	175	3	the	the	DET
cana-4167	175	4	output	output	NOUN
cana-4167	175	5	of	of	ADP
cana-4167	175	6	tversky	tversky	ADJ
cana-4167	175	7	similarity	similarity	NOUN
cana-4167	175	8	index	index	NOUN
cana-4167	175	9	is	be	AUX
cana-4167	175	10	given	give	VERB
cana-4167	175	11	as	as	SCONJ
cana-4167	175	12	follows	follow	VERB
cana-4167	175	13	.	.	PUNCT
cana-4167	176	1	ω	ω	NOUN
cana-4167	176	2	=	=	SYM
cana-4167	176	3	{	{	PUNCT
cana-4167	176	4	1	1	NUM
cana-4167	176	5	𝑑𝑎𝑡𝑎	𝑑𝑎𝑡𝑎	NOUN
cana-4167	176	6	𝑖𝑠	𝑖𝑠	INTJ
cana-4167	176	7	𝑐𝑙𝑎𝑠𝑠𝑖𝑓𝑖𝑒𝑑	𝑐𝑙𝑎𝑠𝑠𝑖𝑓𝑖𝑒𝑑	NOUN
cana-4167	176	8	𝑎𝑠	𝑎𝑠	PROPN
cana-4167	176	9	𝑎𝑡𝑡𝑎𝑐𝑘	𝑎𝑡𝑡𝑎𝑐𝑘	ADV
cana-4167	176	10	0	0	NUM
cana-4167	176	11	𝑑𝑎𝑡𝑎	𝑑𝑎𝑡𝑎	NOUN
cana-4167	176	12	𝑖𝑠	𝑖𝑠	INTJ
cana-4167	176	13	𝑐𝑙𝑎𝑠𝑠𝑖𝑓𝑖𝑒𝑑	𝑐𝑙𝑎𝑠𝑠𝑖𝑓𝑖𝑒𝑑	NOUN
cana-4167	176	14	𝑎𝑠	𝑎𝑠	PROPN
cana-4167	176	15	𝑛𝑜𝑟𝑚𝑎𝑙	𝑛𝑜𝑟𝑚𝑎𝑙	NOUN
cana-4167	176	16	(	(	PUNCT
cana-4167	176	17	6	6	NUM
cana-4167	176	18	)	)	PUNCT
cana-4167	176	19	in	in	ADP
cana-4167	176	20	the	the	DET
cana-4167	176	21	above	above	ADJ
cana-4167	176	22	equation	equation	NOUN
cana-4167	176	23	(	(	PUNCT
cana-4167	176	24	6	6	NUM
cana-4167	176	25	)	)	PUNCT
cana-4167	176	26	,	,	PUNCT
cana-4167	176	27	tversky	tversky	PROPN
cana-4167	176	28	similarity	similarity	NOUN
cana-4167	176	29	index	index	NOUN
cana-4167	176	30	‘	'	PUNCT
cana-4167	176	31	𝜔	𝜔	NOUN
cana-4167	176	32	’	'	PUNCT
cana-4167	176	33	returns	return	NOUN
cana-4167	176	34	‘	'	PUNCT
cana-4167	176	35	1	1	NUM
cana-4167	176	36	’	'	PUNCT
cana-4167	176	37	as	as	ADP
cana-4167	176	38	output	output	NOUN
cana-4167	176	39	when	when	SCONJ
cana-4167	176	40	similarity	similarity	NOUN
cana-4167	176	41	between	between	ADP
cana-4167	176	42	data	datum	NOUN
cana-4167	176	43	with	with	ADP
cana-4167	176	44	extracted	extract	VERB
cana-4167	176	45	features	feature	NOUN
cana-4167	176	46	and	and	CCONJ
cana-4167	176	47	mean	mean	ADJ
cana-4167	176	48	value	value	NOUN
cana-4167	176	49	of	of	ADP
cana-4167	176	50	the	the	DET
cana-4167	176	51	class	class	NOUN
cana-4167	176	52	are	be	AUX
cana-4167	176	53	higher	high	ADJ
cana-4167	176	54	and	and	CCONJ
cana-4167	176	55	the	the	DET
cana-4167	176	56	data	datum	NOUN
cana-4167	176	57	is	be	AUX
cana-4167	176	58	classified	classify	VERB
cana-4167	176	59	into	into	ADP
cana-4167	176	60	different	different	ADJ
cana-4167	176	61	types	type	NOUN
cana-4167	176	62	of	of	ADP
cana-4167	176	63	attacks	attack	NOUN
cana-4167	176	64	.	.	PUNCT
cana-4167	177	1	on	on	ADP
cana-4167	177	2	the	the	DET
cana-4167	177	3	other	other	ADJ
cana-4167	177	4	hand	hand	NOUN
cana-4167	177	5	,	,	PUNCT
cana-4167	177	6	tversky	tversky	ADJ
cana-4167	177	7	similarity	similarity	NOUN
cana-4167	177	8	index	index	NOUN
cana-4167	177	9	‘	'	PUNCT
cana-4167	177	10	𝜔	𝜔	NOUN
cana-4167	177	11	’	'	PUNCT
cana-4167	177	12	returns	return	NOUN
cana-4167	177	13	‘	'	PUNCT
cana-4167	177	14	0	0	NUM
cana-4167	177	15	’	'	PUNCT
cana-4167	177	16	as	as	ADP
cana-4167	177	17	output	output	NOUN
cana-4167	177	18	when	when	SCONJ
cana-4167	177	19	similarity	similarity	NOUN
cana-4167	177	20	between	between	ADP
cana-4167	177	21	data	datum	NOUN
cana-4167	177	22	with	with	ADP
cana-4167	177	23	extracted	extract	VERB
cana-4167	177	24	features	feature	NOUN
cana-4167	177	25	and	and	CCONJ
cana-4167	177	26	mean	mean	ADJ
cana-4167	177	27	value	value	NOUN
cana-4167	177	28	of	of	ADP
cana-4167	177	29	the	the	DET
cana-4167	177	30	class	class	NOUN
cana-4167	177	31	are	be	AUX
cana-4167	177	32	lower	low	ADJ
cana-4167	177	33	and	and	CCONJ
cana-4167	177	34	the	the	DET
cana-4167	177	35	data	datum	NOUN
cana-4167	177	36	is	be	AUX
cana-4167	177	37	classified	classify	VERB
cana-4167	177	38	into	into	ADP
cana-4167	177	39	normal	normal	ADJ
cana-4167	177	40	.	.	PUNCT
cana-4167	178	1	lastly	lastly	ADV
cana-4167	178	2	,	,	PUNCT
cana-4167	178	3	the	the	DET
cana-4167	178	4	output	output	NOUN
cana-4167	178	5	of	of	ADP
cana-4167	178	6	classification	classification	NOUN
cana-4167	178	7	is	be	AUX
cana-4167	178	8	obtained	obtain	VERB
cana-4167	178	9	at	at	ADP
cana-4167	178	10	the	the	DET
cana-4167	178	11	output	output	NOUN
cana-4167	178	12	layer	layer	NOUN
cana-4167	178	13	of	of	ADP
cana-4167	178	14	deep	deep	ADJ
cana-4167	178	15	recursive	recursive	ADJ
cana-4167	178	16	neural	neural	ADJ
cana-4167	178	17	network	network	NOUN
cana-4167	178	18	.	.	PUNCT
cana-4167	179	1	from	from	ADP
cana-4167	179	2	this	this	PRON
cana-4167	179	3	,	,	PUNCT
cana-4167	179	4	accurate	accurate	ADJ
cana-4167	179	5	cyber	cyber	NOUN
cana-4167	179	6	attack	attack	NOUN
cana-4167	179	7	detection	detection	NOUN
cana-4167	179	8	is	be	AUX
cana-4167	179	9	achieved	achieve	VERB
cana-4167	179	10	with	with	ADP
cana-4167	179	11	minimal	minimal	ADJ
cana-4167	179	12	time	time	NOUN
cana-4167	179	13	.	.	PUNCT
cana-4167	180	1	algorithm	algorithm	NOUN
cana-4167	180	2	of	of	ADP
cana-4167	180	3	probabilistic	probabilistic	ADJ
cana-4167	180	4	deming	deming	PROPN
cana-4167	180	5	regressive	regressive	ADJ
cana-4167	180	6	similarity	similarity	NOUN
cana-4167	180	7	indexed	index	VERB
cana-4167	180	8	deep	deep	ADJ
cana-4167	180	9	recursive	recursive	ADJ
cana-4167	180	10	network	network	NOUN
cana-4167	180	11	is	be	AUX
cana-4167	180	12	described	describe	VERB
cana-4167	180	13	as	as	ADP
cana-4167	180	14	follows	follow	VERB
cana-4167	180	15	.	.	PUNCT
cana-4167	181	1	algorithm1	algorithm1	PROPN
cana-4167	181	2	:	:	PUNCT
cana-4167	181	3	probabilistic	probabilistic	PROPN
cana-4167	181	4	deming	deming	PROPN
cana-4167	181	5	regressive	regressive	ADJ
cana-4167	181	6	similarity	similarity	NOUN
cana-4167	181	7	indexed	index	VERB
cana-4167	181	8	deep	deep	ADJ
cana-4167	181	9	recursive	recursive	ADJ
cana-4167	181	10	network	network	NOUN
cana-4167	181	11	input	input	NOUN
cana-4167	181	12	:	:	PUNCT
cana-4167	181	13	dataset	dataset	NOUN
cana-4167	181	14	‘	'	PUNCT
cana-4167	181	15	𝐷	𝐷	NOUN
cana-4167	181	16	’	'	PUNCT
cana-4167	181	17	,	,	PUNCT
cana-4167	181	18	data	datum	NOUN
cana-4167	181	19	samples	sample	NOUN
cana-4167	181	20	𝐷𝑆1	𝐷𝑆1	PROPN
cana-4167	181	21	,	,	PUNCT
cana-4167	181	22	𝐷𝑆2	𝐷𝑆2	PROPN
cana-4167	181	23	,	,	PUNCT
cana-4167	181	24	𝐷𝑆3	𝐷𝑆3	PROPN
cana-4167	181	25	,	,	PUNCT
cana-4167	181	26	…	…	PUNCT
cana-4167	181	27	𝐷𝑆𝑛	𝐷𝑆𝑛	PROPN
cana-4167	181	28	with	with	ADP
cana-4167	181	29	features	feature	NOUN
cana-4167	181	30	{	{	PUNCT
cana-4167	181	31	𝛽1	𝛽1	NOUN
cana-4167	181	32	,	,	PUNCT
cana-4167	181	33	𝛽2	𝛽2	PROPN
cana-4167	181	34	,	,	PUNCT
cana-4167	181	35	𝛽3	𝛽3	NOUN
cana-4167	181	36	,	,	PUNCT
cana-4167	181	37	…	…	PUNCT
cana-4167	181	38	.	.	PUNCT
cana-4167	182	1	,	,	PUNCT
cana-4167	182	2	𝛽𝑓	𝛽𝑓	PRON
cana-4167	182	3	}	}	PUNCT
cana-4167	182	4	output	output	NOUN
cana-4167	182	5	:	:	PUNCT
cana-4167	182	6	cyber	cyber	NOUN
cana-4167	182	7	attack	attack	NOUN
cana-4167	182	8	detection	detection	NOUN
cana-4167	182	9	begin	begin	VERB
cana-4167	182	10	1	1	NUM
cana-4167	182	11	.	.	PUNCT
cana-4167	183	1	take	take	VERB
cana-4167	183	2	samples	sample	NOUN
cana-4167	183	3	𝐷𝑆1	𝐷𝑆1	PROPN
cana-4167	183	4	,	,	PUNCT
cana-4167	183	5	𝐷𝑆2	𝐷𝑆2	PROPN
cana-4167	183	6	,	,	PUNCT
cana-4167	183	7	𝐷𝑆3	𝐷𝑆3	PROPN
cana-4167	183	8	,	,	PUNCT
cana-4167	183	9	…	…	PUNCT
cana-4167	183	10	𝐷𝑆𝑛	𝐷𝑆𝑛	NOUN
cana-4167	183	11	at	at	ADP
cana-4167	183	12	an	an	DET
cana-4167	183	13	input	input	NOUN
cana-4167	183	14	layer	layer	NOUN
cana-4167	183	15	2	2	NUM
cana-4167	183	16	.	.	PUNCT
cana-4167	184	1	for	for	ADP
cana-4167	184	2	each	each	DET
cana-4167	184	3	data	datum	NOUN
cana-4167	184	4	sample	sample	NOUN
cana-4167	184	5	𝐷𝑆𝑖	𝐷𝑆𝑖	NOUN
cana-4167	184	6	3	3	NUM
cana-4167	184	7	.	.	PUNCT
cana-4167	184	8	assign	assign	VERB
cana-4167	184	9	weight	weight	NOUN
cana-4167	184	10	and	and	CCONJ
cana-4167	184	11	bias	bias	NOUN
cana-4167	184	12	4	4	NUM
cana-4167	184	13	.	.	NOUN
cana-4167	184	14	formulate	formulate	ADJ
cana-4167	184	15	neuron	neuron	NOUN
cana-4167	184	16	activity	activity	NOUN
cana-4167	184	17	in	in	ADP
cana-4167	184	18	input	input	NOUN
cana-4167	184	19	layer	layer	NOUN
cana-4167	184	20	‘	'	PUNCT
cana-4167	184	21	𝑝(𝑡	𝑝(𝑡	PROPN
cana-4167	184	22	)	)	PUNCT
cana-4167	184	23	’	'	PUNCT
cana-4167	184	24	5	5	NUM
cana-4167	184	25	.	.	X
cana-4167	184	26	end	end	NOUN
cana-4167	184	27	for	for	SCONJ
cana-4167	184	28	communications	communication	NOUN
cana-4167	184	29	on	on	ADP
cana-4167	184	30	applied	apply	VERB
cana-4167	184	31	nonlinear	nonlinear	ADJ
cana-4167	184	32	analysis	analysis	NOUN
cana-4167	184	33	issn	issn	NOUN
cana-4167	184	34	:	:	PUNCT
cana-4167	184	35	1074	1074	NUM
cana-4167	184	36	-	-	PUNCT
cana-4167	184	37	133x	133x	NUM
cana-4167	184	38	vol	vol	NOUN
cana-4167	184	39	32	32	NUM
cana-4167	184	40	no	no	NOUN
cana-4167	184	41	.	.	PUNCT
cana-4167	185	1	9s	9s	NUM
cana-4167	185	2	(	(	PUNCT
cana-4167	185	3	2025	2025	NUM
cana-4167	185	4	)	)	PUNCT
cana-4167	185	5	1435	1435	NUM
cana-4167	185	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4167	185	7	6	6	NUM
cana-4167	185	8	.	.	PUNCT
cana-4167	186	1	for	for	ADP
cana-4167	186	2	each	each	DET
cana-4167	186	3	features	feature	NOUN
cana-4167	186	4	7	7	NUM
cana-4167	186	5	.	.	PUNCT
cana-4167	186	6	perform	perform	VERB
cana-4167	186	7	probabilistic	probabilistic	ADJ
cana-4167	186	8	deming	deming	PROPN
cana-4167	186	9	regression	regression	PROPN
cana-4167	186	10	//	//	NUM
cana-4167	186	11	hidden	hide	VERB
cana-4167	186	12	layer	layer	NOUN
cana-4167	186	13	one	one	NUM
cana-4167	186	14	8	8	NUM
cana-4167	186	15	.	.	PUNCT
cana-4167	187	1	analyze	analyze	NOUN
cana-4167	187	2	relationship	relationship	NOUN
cana-4167	187	3	between	between	ADP
cana-4167	187	4	features	feature	NOUN
cana-4167	187	5	9	9	NUM
cana-4167	187	6	.	.	PUNCT
cana-4167	187	7	find	find	VERB
cana-4167	187	8	best	good	ADJ
cana-4167	187	9	fit	fit	ADJ
cana-4167	187	10	line	line	NOUN
cana-4167	187	11	10	10	NUM
cana-4167	187	12	.	.	PUNCT
cana-4167	188	1	extract	extract	VERB
cana-4167	188	2	more	more	ADV
cana-4167	188	3	relevant	relevant	ADJ
cana-4167	188	4	features	feature	NOUN
cana-4167	188	5	11	11	NUM
cana-4167	188	6	.	.	PUNCT
cana-4167	188	7	end	end	VERB
cana-4167	188	8	for	for	ADP
cana-4167	188	9	12	12	NUM
cana-4167	188	10	.	.	PUNCT
cana-4167	189	1	for	for	ADP
cana-4167	189	2	each	each	DET
cana-4167	189	3	selected	select	VERB
cana-4167	189	4	relevant	relevant	ADJ
cana-4167	189	5	feature	feature	NOUN
cana-4167	189	6	with	with	ADP
cana-4167	189	7	data	datum	NOUN
cana-4167	189	8	samples	sample	NOUN
cana-4167	189	9	𝐷𝑆𝑖	𝐷𝑆𝑖	NOUN
cana-4167	189	10	13	13	NUM
cana-4167	189	11	.	.	PUNCT
cana-4167	189	12	perform	perform	VERB
cana-4167	189	13	tversky	tversky	ADJ
cana-4167	189	14	similarity	similarity	NOUN
cana-4167	189	15	index	index	NOUN
cana-4167	189	16	using	use	VERB
cana-4167	189	17	(	(	PUNCT
cana-4167	189	18	5	5	NUM
cana-4167	189	19	)	)	PUNCT
cana-4167	189	20	//	//	NOUN
cana-4167	189	21	hidden	hide	VERB
cana-4167	189	22	layer	layer	NOUN
cana-4167	189	23	two	two	NUM
cana-4167	189	24	14	14	NUM
cana-4167	189	25	.	.	PUNCT
cana-4167	190	1	end	end	VERB
cana-4167	190	2	for	for	ADP
cana-4167	190	3	15	15	NUM
cana-4167	190	4	.	.	PUNCT
cana-4167	191	1	if	if	SCONJ
cana-4167	191	2	(	(	PUNCT
cana-4167	191	3	ω	ω	NOUN
cana-4167	191	4	=	=	SYM
cana-4167	191	5	1	1	NUM
cana-4167	191	6	)	)	PUNCT
cana-4167	191	7	then	then	ADV
cana-4167	191	8	16	16	NUM
cana-4167	191	9	.	.	PUNCT
cana-4167	192	1	data	datum	NOUN
cana-4167	192	2	samples	sample	NOUN
cana-4167	192	3	is	be	AUX
cana-4167	192	4	classified	classify	VERB
cana-4167	192	5	as	as	ADP
cana-4167	192	6	attack	attack	NOUN
cana-4167	192	7	17	17	NUM
cana-4167	192	8	.	.	PUNCT
cana-4167	193	1	else	else	ADV
cana-4167	193	2	18	18	NUM
cana-4167	193	3	.	.	PUNCT
cana-4167	193	4	data	datum	NOUN
cana-4167	193	5	samples	sample	NOUN
cana-4167	193	6	is	be	AUX
cana-4167	193	7	classified	classify	VERB
cana-4167	193	8	as	as	ADP
cana-4167	193	9	normal	normal	ADJ
cana-4167	193	10	19	19	NUM
cana-4167	193	11	.	.	PUNCT
cana-4167	194	1	end	end	VERB
cana-4167	194	2	if	if	SCONJ
cana-4167	194	3	20	20	NUM
cana-4167	194	4	.	.	PUNCT
cana-4167	195	1	return	return	VERB
cana-4167	195	2	classifications	classification	NOUN
cana-4167	195	3	outcomes	outcome	NOUN
cana-4167	195	4	//output	//output	PUNCT
cana-4167	195	5	layer	layer	NOUN
cana-4167	195	6	21	21	NUM
cana-4167	195	7	.	.	PUNCT
cana-4167	196	1	end	end	VERB
cana-4167	196	2	for	for	ADP
cana-4167	196	3	end	end	NOUN
cana-4167	196	4	the	the	DET
cana-4167	196	5	above	above	ADJ
cana-4167	196	6	algorithm	algorithm	NOUN
cana-4167	196	7	1	1	NUM
cana-4167	196	8	shows	show	VERB
cana-4167	196	9	the	the	DET
cana-4167	196	10	step	step	NOUN
cana-4167	196	11	by	by	ADP
cana-4167	196	12	step	step	NOUN
cana-4167	196	13	process	process	NOUN
cana-4167	196	14	of	of	ADP
cana-4167	196	15	probabilistic	probabilistic	ADJ
cana-4167	196	16	deming	deming	PROPN
cana-4167	196	17	regressive	regressive	ADJ
cana-4167	196	18	similarity	similarity	NOUN
cana-4167	196	19	indexed	index	VERB
cana-4167	196	20	deep	deep	ADJ
cana-4167	196	21	recursive	recursive	ADJ
cana-4167	196	22	network	network	NOUN
cana-4167	196	23	for	for	ADP
cana-4167	196	24	detecting	detect	VERB
cana-4167	196	25	the	the	DET
cana-4167	196	26	cyber	cyber	NOUN
cana-4167	196	27	attack	attack	NOUN
cana-4167	196	28	in	in	ADP
cana-4167	196	29	wireless	wireless	ADJ
cana-4167	196	30	network	network	NOUN
cana-4167	196	31	using	use	VERB
cana-4167	196	32	feature	feature	NOUN
cana-4167	196	33	selection	selection	NOUN
cana-4167	196	34	and	and	CCONJ
cana-4167	196	35	classification	classification	NOUN
cana-4167	196	36	.	.	PUNCT
cana-4167	197	1	at	at	ADP
cana-4167	197	2	first	first	ADV
cana-4167	197	3	,	,	PUNCT
cana-4167	197	4	the	the	DET
cana-4167	197	5	input	input	NOUN
cana-4167	197	6	layer	layer	NOUN
cana-4167	197	7	gets	get	VERB
cana-4167	197	8	a	a	DET
cana-4167	197	9	number	number	NOUN
cana-4167	197	10	of	of	ADP
cana-4167	197	11	data	data	NOUN
cana-4167	197	12	samples	sample	NOUN
cana-4167	197	13	and	and	CCONJ
cana-4167	197	14	features	feature	NOUN
cana-4167	197	15	as	as	ADP
cana-4167	197	16	input	input	NOUN
cana-4167	197	17	.	.	PUNCT
cana-4167	198	1	then	then	ADV
cana-4167	198	2	,	,	PUNCT
cana-4167	198	3	the	the	DET
cana-4167	198	4	input	input	NOUN
cana-4167	198	5	is	be	AUX
cana-4167	198	6	given	give	VERB
cana-4167	198	7	to	to	ADP
cana-4167	198	8	the	the	DET
cana-4167	198	9	first	first	ADJ
cana-4167	198	10	hidden	hide	VERB
cana-4167	198	11	layer	layer	NOUN
cana-4167	198	12	for	for	ADP
cana-4167	198	13	choosing	choose	VERB
cana-4167	198	14	the	the	DET
cana-4167	198	15	relevant	relevant	ADJ
cana-4167	198	16	features	feature	NOUN
cana-4167	198	17	from	from	ADP
cana-4167	198	18	the	the	DET
cana-4167	198	19	dataset	dataset	NOUN
cana-4167	198	20	.	.	PUNCT
cana-4167	199	1	this	this	PRON
cana-4167	199	2	is	be	AUX
cana-4167	199	3	done	do	VERB
cana-4167	199	4	by	by	ADP
cana-4167	199	5	applying	apply	VERB
cana-4167	199	6	the	the	DET
cana-4167	199	7	probabilistic	probabilistic	ADJ
cana-4167	199	8	deming	deming	PROPN
cana-4167	199	9	regressive	regressive	ADJ
cana-4167	199	10	function	function	NOUN
cana-4167	199	11	where	where	SCONJ
cana-4167	199	12	the	the	DET
cana-4167	199	13	relationship	relationship	NOUN
cana-4167	199	14	between	between	ADP
cana-4167	199	15	the	the	DET
cana-4167	199	16	input	input	NOUN
cana-4167	199	17	features	feature	NOUN
cana-4167	199	18	is	be	AUX
cana-4167	199	19	determined	determine	VERB
cana-4167	199	20	.	.	PUNCT
cana-4167	200	1	then	then	ADV
cana-4167	200	2	,	,	PUNCT
cana-4167	200	3	the	the	DET
cana-4167	200	4	selected	select	VERB
cana-4167	200	5	features	feature	NOUN
cana-4167	200	6	are	be	AUX
cana-4167	200	7	given	give	VERB
cana-4167	200	8	to	to	ADP
cana-4167	200	9	the	the	DET
cana-4167	200	10	second	second	ADJ
cana-4167	200	11	hidden	hide	VERB
cana-4167	200	12	layer	layer	NOUN
cana-4167	200	13	to	to	PART
cana-4167	200	14	carry	carry	VERB
cana-4167	200	15	out	out	ADP
cana-4167	200	16	the	the	DET
cana-4167	200	17	data	data	NOUN
cana-4167	200	18	classification	classification	NOUN
cana-4167	200	19	.	.	PUNCT
cana-4167	201	1	the	the	DET
cana-4167	201	2	second	second	ADJ
cana-4167	201	3	hidden	hide	VERB
cana-4167	201	4	layer	layer	NOUN
cana-4167	201	5	utilizes	utilize	VERB
cana-4167	201	6	tversky	tversky	PROPN
cana-4167	201	7	similarity	similarity	NOUN
cana-4167	201	8	index	index	NOUN
cana-4167	201	9	to	to	PART
cana-4167	201	10	classify	classify	VERB
cana-4167	201	11	the	the	DET
cana-4167	201	12	data	data	NOUN
cana-4167	201	13	samples	sample	NOUN
cana-4167	201	14	into	into	ADP
cana-4167	201	15	normal	normal	ADJ
cana-4167	201	16	and	and	CCONJ
cana-4167	201	17	attacks	attack	NOUN
cana-4167	201	18	.	.	PUNCT
cana-4167	202	1	lastly	lastly	ADV
cana-4167	202	2	,	,	PUNCT
cana-4167	202	3	the	the	DET
cana-4167	202	4	output	output	NOUN
cana-4167	202	5	layer	layer	NOUN
cana-4167	202	6	provides	provide	VERB
cana-4167	202	7	predicted	predict	VERB
cana-4167	202	8	results	result	NOUN
cana-4167	202	9	of	of	ADP
cana-4167	202	10	cyber	cyber	NOUN
cana-4167	202	11	attack	attack	NOUN
cana-4167	202	12	detection	detection	NOUN
cana-4167	202	13	.	.	PUNCT
cana-4167	203	1	thus	thus	ADV
cana-4167	203	2	,	,	PUNCT
cana-4167	203	3	the	the	DET
cana-4167	203	4	probabilistic	probabilistic	ADJ
cana-4167	203	5	deming	deming	PROPN
cana-4167	203	6	regressive	regressive	ADJ
cana-4167	203	7	similarity	similarity	NOUN
cana-4167	203	8	indexed	index	VERB
cana-4167	203	9	deep	deep	ADJ
cana-4167	203	10	recursive	recursive	ADJ
cana-4167	203	11	network	network	NOUN
cana-4167	203	12	gives	give	VERB
cana-4167	203	13	better	well	ADJ
cana-4167	203	14	performance	performance	NOUN
cana-4167	203	15	of	of	ADP
cana-4167	203	16	cyber	cyber	ADJ
cana-4167	203	17	attack	attack	NOUN
cana-4167	203	18	detection	detection	NOUN
cana-4167	203	19	with	with	ADP
cana-4167	203	20	lower	low	ADJ
cana-4167	203	21	time	time	NOUN
cana-4167	203	22	and	and	CCONJ
cana-4167	203	23	higher	high	ADJ
cana-4167	203	24	accuracy	accuracy	NOUN
cana-4167	203	25	.	.	PUNCT
cana-4167	204	1	3.3	3.3	NUM
cana-4167	204	2	cramer	cramer	NOUN
cana-4167	204	3	's	's	PART
cana-4167	204	4	correlated	correlate	VERB
cana-4167	204	5	kupyna	kupyna	PROPN
cana-4167	204	6	schmidt	schmidt	PROPN
cana-4167	204	7	-	-	PUNCT
cana-4167	204	8	samoa	samoa	PROPN
cana-4167	204	9	signcryption	signcryption	NOUN
cana-4167	204	10	model	model	NOUN
cana-4167	204	11	once	once	SCONJ
cana-4167	204	12	the	the	DET
cana-4167	204	13	data	data	NOUN
cana-4167	204	14	is	be	AUX
cana-4167	204	15	classified	classify	VERB
cana-4167	204	16	into	into	ADP
cana-4167	204	17	normal	normal	ADJ
cana-4167	204	18	and	and	CCONJ
cana-4167	204	19	attack	attack	NOUN
cana-4167	204	20	,	,	PUNCT
cana-4167	204	21	the	the	DET
cana-4167	204	22	proposed	propose	VERB
cana-4167	204	23	pdrdrn	pdrdrn	NOUN
cana-4167	204	24	-	-	PUNCT
cana-4167	204	25	ksss	ksss	NOUN
cana-4167	204	26	technique	technique	NOUN
cana-4167	204	27	performs	perform	VERB
cana-4167	204	28	kupyna	kupyna	NOUN
cana-4167	204	29	schmidt	schmidt	PROPN
cana-4167	204	30	-	-	PUNCT
cana-4167	204	31	samoa	samoa	PROPN
cana-4167	204	32	signcryption	signcryption	NOUN
cana-4167	204	33	model	model	NOUN
cana-4167	204	34	for	for	ADP
cana-4167	204	35	secure	secure	ADJ
cana-4167	204	36	data	datum	NOUN
cana-4167	204	37	transmission	transmission	NOUN
cana-4167	204	38	.	.	PUNCT
cana-4167	205	1	the	the	DET
cana-4167	205	2	kupyna	kupyna	PROPN
cana-4167	205	3	schmidtsamoa	schmidtsamoa	PROPN
cana-4167	205	4	signcryption	signcryption	NOUN
cana-4167	205	5	model	model	NOUN
cana-4167	205	6	is	be	AUX
cana-4167	205	7	a	a	DET
cana-4167	205	8	cryptographic	cryptographic	ADJ
cana-4167	205	9	framework	framework	NOUN
cana-4167	205	10	that	that	PRON
cana-4167	205	11	combines	combine	VERB
cana-4167	205	12	both	both	DET
cana-4167	205	13	encryption	encryption	NOUN
cana-4167	205	14	and	and	CCONJ
cana-4167	205	15	digital	digital	ADJ
cana-4167	205	16	signature	signature	NOUN
cana-4167	205	17	functions	function	NOUN
cana-4167	205	18	into	into	ADP
cana-4167	205	19	a	a	DET
cana-4167	205	20	single	single	ADJ
cana-4167	205	21	operation	operation	NOUN
cana-4167	205	22	for	for	ADP
cana-4167	205	23	presenting	present	VERB
cana-4167	205	24	more	more	ADV
cana-4167	205	25	significant	significant	ADJ
cana-4167	205	26	solution	solution	NOUN
cana-4167	205	27	in	in	ADP
cana-4167	205	28	the	the	DET
cana-4167	205	29	secure	secure	ADJ
cana-4167	205	30	data	data	NOUN
cana-4167	205	31	transmission	transmission	NOUN
cana-4167	205	32	.	.	PUNCT
cana-4167	206	1	figure	figure	NOUN
cana-4167	206	2	3	3	NUM
cana-4167	206	3	cramer	cramer	NOUN
cana-4167	206	4	's	's	PART
cana-4167	206	5	correlation	correlation	NOUN
cana-4167	206	6	kupyna	kupyna	VERB
cana-4167	206	7	schmidt	schmidt	PROPN
cana-4167	206	8	-	-	PUNCT
cana-4167	206	9	samoa	samoa	PROPN
cana-4167	206	10	signcryption	signcryption	NOUN
cana-4167	206	11	model	model	NOUN
cana-4167	206	12	communications	communication	NOUN
cana-4167	206	13	on	on	ADP
cana-4167	206	14	applied	apply	VERB
cana-4167	206	15	nonlinear	nonlinear	ADJ
cana-4167	206	16	analysis	analysis	NOUN
cana-4167	206	17	issn	issn	NOUN
cana-4167	206	18	:	:	PUNCT
cana-4167	206	19	1074	1074	NUM
cana-4167	206	20	-	-	PUNCT
cana-4167	206	21	133x	133x	NUM
cana-4167	206	22	vol	vol	NOUN
cana-4167	206	23	32	32	NUM
cana-4167	206	24	no	no	NOUN
cana-4167	206	25	.	.	PUNCT
cana-4167	207	1	9s	9s	NUM
cana-4167	207	2	(	(	PUNCT
cana-4167	207	3	2025	2025	NUM
cana-4167	207	4	)	)	PUNCT
cana-4167	207	5	1436	1436	NUM
cana-4167	207	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4167	207	7	as	as	SCONJ
cana-4167	207	8	given	give	VERB
cana-4167	207	9	in	in	ADP
cana-4167	207	10	the	the	DET
cana-4167	207	11	above	above	ADJ
cana-4167	207	12	figure	figure	NOUN
cana-4167	207	13	3	3	NUM
cana-4167	207	14	,	,	PUNCT
cana-4167	207	15	cramer	cramer	PROPN
cana-4167	207	16	's	's	PART
cana-4167	207	17	correlated	correlate	VERB
cana-4167	207	18	kupyna	kupyna	PROPN
cana-4167	207	19	schmidt	schmidt	PROPN
cana-4167	207	20	-	-	PUNCT
cana-4167	207	21	samoa	samoa	PROPN
cana-4167	207	22	signcryption	signcryption	NOUN
cana-4167	207	23	model	model	NOUN
cana-4167	207	24	includes	include	VERB
cana-4167	207	25	three	three	NUM
cana-4167	207	26	processes	process	NOUN
cana-4167	207	27	namely	namely	ADV
cana-4167	207	28	key	key	ADJ
cana-4167	207	29	generation	generation	NOUN
cana-4167	207	30	,	,	PUNCT
cana-4167	207	31	signcryption	signcryption	NOUN
cana-4167	207	32	,	,	PUNCT
cana-4167	207	33	and	and	CCONJ
cana-4167	207	34	unsigncryption	unsigncryption	NOUN
cana-4167	207	35	to	to	PART
cana-4167	207	36	securely	securely	ADV
cana-4167	207	37	transmit	transmit	VERB
cana-4167	207	38	the	the	DET
cana-4167	207	39	normal	normal	ADJ
cana-4167	207	40	data	data	NOUN
cana-4167	207	41	samples	sample	NOUN
cana-4167	207	42	.	.	PUNCT
cana-4167	208	1	through	through	ADP
cana-4167	208	2	integrating	integrate	VERB
cana-4167	208	3	the	the	DET
cana-4167	208	4	kupyna	kupyna	PROPN
cana-4167	208	5	encryption	encryption	NOUN
cana-4167	208	6	algorithm	algorithm	NOUN
cana-4167	208	7	with	with	ADP
cana-4167	208	8	schmidt	schmidt	NOUN
cana-4167	208	9	-	-	PUNCT
cana-4167	208	10	samoa	samoa	PROPN
cana-4167	208	11	’s	’s	PART
cana-4167	208	12	signcryption	signcryption	NOUN
cana-4167	208	13	approach	approach	NOUN
cana-4167	208	14	,	,	PUNCT
cana-4167	208	15	the	the	DET
cana-4167	208	16	model	model	NOUN
cana-4167	208	17	guarantees	guarantee	VERB
cana-4167	208	18	both	both	CCONJ
cana-4167	208	19	the	the	DET
cana-4167	208	20	confidentiality	confidentiality	NOUN
cana-4167	208	21	and	and	CCONJ
cana-4167	208	22	authenticity	authenticity	NOUN
cana-4167	208	23	of	of	ADP
cana-4167	208	24	the	the	DET
cana-4167	208	25	data	datum	NOUN
cana-4167	208	26	.	.	PUNCT
cana-4167	209	1	also	also	ADV
cana-4167	209	2	with	with	ADP
cana-4167	209	3	this	this	DET
cana-4167	209	4	signcryption	signcryption	NOUN
cana-4167	209	5	model	model	NOUN
cana-4167	209	6	,	,	PUNCT
cana-4167	209	7	computational	computational	ADJ
cana-4167	209	8	complexity	complexity	NOUN
cana-4167	209	9	and	and	CCONJ
cana-4167	209	10	communication	communication	NOUN
cana-4167	209	11	overhead	overhead	NOUN
cana-4167	209	12	is	be	AUX
cana-4167	209	13	minimized	minimize	VERB
cana-4167	209	14	and	and	CCONJ
cana-4167	209	15	making	make	VERB
cana-4167	209	16	it	it	PRON
cana-4167	209	17	advantageous	advantageous	ADJ
cana-4167	209	18	for	for	ADP
cana-4167	209	19	resource	resource	NOUN
cana-4167	209	20	-	-	PUNCT
cana-4167	209	21	constrained	constrain	VERB
cana-4167	209	22	environments	environment	NOUN
cana-4167	209	23	such	such	ADJ
cana-4167	209	24	as	as	ADP
cana-4167	209	25	wireless	wireless	ADJ
cana-4167	209	26	networks	network	NOUN
cana-4167	209	27	.	.	PUNCT
cana-4167	210	1	the	the	DET
cana-4167	210	2	signcryption	signcryption	NOUN
cana-4167	210	3	procedure	procedure	NOUN
cana-4167	210	4	provides	provide	VERB
cana-4167	210	5	strong	strong	ADJ
cana-4167	210	6	protection	protection	NOUN
cana-4167	210	7	against	against	ADP
cana-4167	210	8	data	data	NOUN
cana-4167	210	9	tampering	tampering	NOUN
cana-4167	210	10	and	and	CCONJ
cana-4167	210	11	unauthorized	unauthorized	ADJ
cana-4167	210	12	access	access	NOUN
cana-4167	210	13	in	in	ADP
cana-4167	210	14	the	the	DET
cana-4167	210	15	network	network	NOUN
cana-4167	210	16	.	.	PUNCT
cana-4167	211	1	key	key	ADJ
cana-4167	211	2	generation	generation	NOUN
cana-4167	211	3	the	the	DET
cana-4167	211	4	key	key	ADJ
cana-4167	211	5	generation	generation	NOUN
cana-4167	211	6	procedure	procedure	NOUN
cana-4167	211	7	in	in	ADP
cana-4167	211	8	the	the	DET
cana-4167	211	9	kupyna	kupyna	PROPN
cana-4167	211	10	schmidt	schmidt	PROPN
cana-4167	211	11	-	-	PUNCT
cana-4167	211	12	samoa	samoa	PROPN
cana-4167	211	13	signcryption	signcryption	NOUN
cana-4167	211	14	model	model	NOUN
cana-4167	211	15	generates	generate	VERB
cana-4167	211	16	a	a	DET
cana-4167	211	17	pair	pair	NOUN
cana-4167	211	18	of	of	ADP
cana-4167	211	19	keys	key	NOUN
cana-4167	211	20	such	such	ADJ
cana-4167	211	21	as	as	ADP
cana-4167	211	22	a	a	DET
cana-4167	211	23	private	private	ADJ
cana-4167	211	24	key	key	NOUN
cana-4167	211	25	and	and	CCONJ
cana-4167	211	26	a	a	DET
cana-4167	211	27	public	public	ADJ
cana-4167	211	28	key	key	NOUN
cana-4167	211	29	.	.	PUNCT
cana-4167	212	1	the	the	DET
cana-4167	212	2	private	private	ADJ
cana-4167	212	3	key	key	NOUN
cana-4167	212	4	is	be	AUX
cana-4167	212	5	kept	keep	VERB
cana-4167	212	6	secret	secret	ADJ
cana-4167	212	7	by	by	ADP
cana-4167	212	8	the	the	DET
cana-4167	212	9	sender	sender	NOUN
cana-4167	212	10	and	and	CCONJ
cana-4167	212	11	it	it	PRON
cana-4167	212	12	is	be	AUX
cana-4167	212	13	applied	apply	VERB
cana-4167	212	14	for	for	ADP
cana-4167	212	15	signing	sign	VERB
cana-4167	212	16	the	the	DET
cana-4167	212	17	data	datum	NOUN
cana-4167	212	18	whereas	whereas	SCONJ
cana-4167	212	19	the	the	DET
cana-4167	212	20	public	public	ADJ
cana-4167	212	21	key	key	NOUN
cana-4167	212	22	is	be	AUX
cana-4167	212	23	distributed	distribute	VERB
cana-4167	212	24	openly	openly	ADV
cana-4167	212	25	and	and	CCONJ
cana-4167	212	26	used	use	VERB
cana-4167	212	27	through	through	ADP
cana-4167	212	28	the	the	DET
cana-4167	212	29	receiver	receiver	NOUN
cana-4167	212	30	to	to	PART
cana-4167	212	31	confirm	confirm	VERB
cana-4167	212	32	signatures	signature	NOUN
cana-4167	212	33	.	.	PUNCT
cana-4167	213	1	a	a	DET
cana-4167	213	2	separate	separate	ADJ
cana-4167	213	3	key	key	NOUN
cana-4167	213	4	is	be	AUX
cana-4167	213	5	generated	generate	VERB
cana-4167	213	6	for	for	ADP
cana-4167	213	7	encryption	encryption	NOUN
cana-4167	213	8	aspect	aspect	NOUN
cana-4167	213	9	depended	depend	VERB
cana-4167	213	10	on	on	ADP
cana-4167	213	11	the	the	DET
cana-4167	213	12	kupyna	kupyna	NOUN
cana-4167	213	13	algorithm	algorithm	NOUN
cana-4167	213	14	that	that	PRON
cana-4167	213	15	enables	enable	VERB
cana-4167	213	16	the	the	DET
cana-4167	213	17	data	datum	NOUN
cana-4167	213	18	remains	remain	VERB
cana-4167	213	19	confidential	confidential	ADJ
cana-4167	213	20	during	during	ADP
cana-4167	213	21	transmission	transmission	NOUN
cana-4167	213	22	.	.	PUNCT
cana-4167	214	1	the	the	DET
cana-4167	214	2	keys	key	NOUN
cana-4167	214	3	created	create	VERB
cana-4167	214	4	are	be	AUX
cana-4167	214	5	computationally	computationally	ADV
cana-4167	214	6	complex	complex	ADJ
cana-4167	214	7	to	to	PART
cana-4167	214	8	derive	derive	VERB
cana-4167	214	9	without	without	ADP
cana-4167	214	10	access	access	NOUN
cana-4167	214	11	respective	respective	ADJ
cana-4167	214	12	private	private	ADJ
cana-4167	214	13	key	key	NOUN
cana-4167	214	14	.	.	PUNCT
cana-4167	215	1	this	this	PRON
cana-4167	215	2	ensures	ensure	VERB
cana-4167	215	3	the	the	DET
cana-4167	215	4	security	security	NOUN
cana-4167	215	5	of	of	ADP
cana-4167	215	6	the	the	DET
cana-4167	215	7	whole	whole	ADJ
cana-4167	215	8	signcryption	signcryption	NOUN
cana-4167	215	9	process	process	NOUN
cana-4167	215	10	.	.	PUNCT
cana-4167	216	1	consider	consider	VERB
cana-4167	216	2	the	the	DET
cana-4167	216	3	two	two	NUM
cana-4167	216	4	various	various	ADJ
cana-4167	216	5	huge	huge	ADJ
cana-4167	216	6	prime	prime	ADJ
cana-4167	216	7	numbers	number	NOUN
cana-4167	216	8	‘	'	PUNCT
cana-4167	216	9	ℎ	ℎ	NOUN
cana-4167	216	10	’	'	PUNCT
cana-4167	216	11	and	and	CCONJ
cana-4167	216	12	‘	'	PUNCT
cana-4167	216	13	𝑗	𝑗	NOUN
cana-4167	216	14	’	'	PUNCT
cana-4167	216	15	the	the	DET
cana-4167	216	16	public	public	ADJ
cana-4167	216	17	key	key	NOUN
cana-4167	216	18	of	of	ADP
cana-4167	216	19	the	the	DET
cana-4167	216	20	patient	patient	NOUN
cana-4167	216	21	is	be	AUX
cana-4167	216	22	produced	produce	VERB
cana-4167	216	23	as	as	ADP
cana-4167	216	24	given	give	VERB
cana-4167	216	25	below	below	ADV
cana-4167	216	26	.	.	PUNCT
cana-4167	217	1	𝜇𝑝𝑢𝑏	𝜇𝑝𝑢𝑏	NOUN
cana-4167	217	2	=	=	SYM
cana-4167	217	3	ℎ2	ℎ2	ADJ
cana-4167	217	4	∗	∗	NOUN
cana-4167	217	5	𝑗	𝑗	PROPN
cana-4167	217	6	(	(	PUNCT
cana-4167	217	7	7	7	NUM
cana-4167	217	8	)	)	PUNCT
cana-4167	217	9	where	where	SCONJ
cana-4167	217	10	𝜇𝑝𝑢𝑏	𝜇𝑝𝑢𝑏	NOUN
cana-4167	217	11	refers	refer	VERB
cana-4167	217	12	a	a	DET
cana-4167	217	13	public	public	ADJ
cana-4167	217	14	key	key	NOUN
cana-4167	217	15	.	.	PUNCT
cana-4167	218	1	depended	depend	VERB
cana-4167	218	2	on	on	ADP
cana-4167	218	3	the	the	DET
cana-4167	218	4	public	public	ADJ
cana-4167	218	5	key	key	NOUN
cana-4167	218	6	,	,	PUNCT
cana-4167	218	7	the	the	DET
cana-4167	218	8	private	private	ADJ
cana-4167	218	9	key	key	NOUN
cana-4167	218	10	is	be	AUX
cana-4167	218	11	created	create	VERB
cana-4167	218	12	as	as	ADP
cana-4167	218	13	given	give	VERB
cana-4167	218	14	below	below	ADV
cana-4167	218	15	.	.	PUNCT
cana-4167	219	1	𝜑𝑝𝑟𝑖	𝜑𝑝𝑟𝑖	NOUN
cana-4167	219	2	=	=	SYM
cana-4167	219	3	1	1	NUM
cana-4167	219	4	𝜇𝑝𝑢𝑏	𝜇𝑝𝑢𝑏	NOUN
cana-4167	219	5	∗	∗	NOUN
cana-4167	219	6	𝑚𝑜𝑑	𝑚𝑜𝑑	NOUN
cana-4167	219	7	𝑧	𝑧	X
cana-4167	219	8	(	(	PUNCT
cana-4167	219	9	8)	8)	NUM
cana-4167	219	10	where	where	SCONJ
cana-4167	219	11	𝑧	𝑧	ADJ
cana-4167	219	12	=	=	X
cana-4167	219	13	𝑤	𝑤	X
cana-4167	219	14	(	(	PUNCT
cana-4167	219	15	ℎ	ℎ	X
cana-4167	219	16	−	−	PROPN
cana-4167	219	17	1	1	NUM
cana-4167	219	18	,	,	PUNCT
cana-4167	219	19	𝑗	𝑗	INTJ
cana-4167	219	20	−	−	PROPN
cana-4167	219	21	1	1	NUM
cana-4167	219	22	)	)	PUNCT
cana-4167	219	23	(	(	PUNCT
cana-4167	219	24	9	9	NUM
cana-4167	219	25	)	)	PUNCT
cana-4167	219	26	where	where	SCONJ
cana-4167	219	27	‘	'	PUNCT
cana-4167	219	28	𝜑𝑝𝑟𝑖	𝜑𝑝𝑟𝑖	NOUN
cana-4167	219	29	’	'	PUNCT
cana-4167	219	30	denotes	denote	VERB
cana-4167	219	31	a	a	DET
cana-4167	219	32	private	private	ADJ
cana-4167	219	33	key	key	NOUN
cana-4167	219	34	,	,	PUNCT
cana-4167	219	35	𝜇𝑝𝑢𝑏	𝜇𝑝𝑢𝑏	NOUN
cana-4167	219	36	denotes	denote	VERB
cana-4167	219	37	a	a	DET
cana-4167	219	38	public	public	ADJ
cana-4167	219	39	key	key	NOUN
cana-4167	219	40	,	,	PUNCT
cana-4167	219	41	𝑤	𝑤	AUX
cana-4167	219	42	denotes	denote	NOUN
cana-4167	219	43	a	a	DET
cana-4167	219	44	least	least	ADV
cana-4167	219	45	common	common	ADJ
cana-4167	219	46	multiple	multiple	ADJ
cana-4167	219	47	factors	factor	NOUN
cana-4167	219	48	.	.	PUNCT
cana-4167	220	1	with	with	ADP
cana-4167	220	2	this	this	PRON
cana-4167	220	3	,	,	PUNCT
cana-4167	220	4	keys	key	NOUN
cana-4167	220	5	are	be	AUX
cana-4167	220	6	generated	generate	VERB
cana-4167	220	7	,	,	PUNCT
cana-4167	220	8	and	and	CCONJ
cana-4167	220	9	then	then	ADV
cana-4167	220	10	sender	sender	NOUN
cana-4167	220	11	carry	carry	VERB
cana-4167	220	12	outs	out	NOUN
cana-4167	220	13	signcryption	signcryption	NOUN
cana-4167	220	14	process	process	NOUN
cana-4167	220	15	for	for	ADP
cana-4167	220	16	secure	secure	ADJ
cana-4167	220	17	transmission	transmission	NOUN
cana-4167	220	18	.	.	PUNCT
cana-4167	221	1	signcryption	signcryption	NOUN
cana-4167	221	2	in	in	ADP
cana-4167	221	3	the	the	DET
cana-4167	221	4	signcryption	signcryption	NOUN
cana-4167	221	5	process	process	NOUN
cana-4167	221	6	,	,	PUNCT
cana-4167	221	7	the	the	DET
cana-4167	221	8	sender	sender	NOUN
cana-4167	221	9	first	first	ADV
cana-4167	221	10	encrypts	encrypt	VERB
cana-4167	221	11	the	the	DET
cana-4167	221	12	data	datum	NOUN
cana-4167	221	13	using	use	VERB
cana-4167	221	14	the	the	DET
cana-4167	221	15	schmidt	schmidt	ADJ
cana-4167	221	16	-	-	PUNCT
cana-4167	221	17	samoa	samoa	PROPN
cana-4167	221	18	signcryption	signcryption	NOUN
cana-4167	221	19	algorithm	algorithm	NOUN
cana-4167	221	20	.	.	PUNCT
cana-4167	222	1	in	in	ADP
cana-4167	222	2	signcryption	signcryption	NOUN
cana-4167	222	3	step	step	NOUN
cana-4167	222	4	,	,	PUNCT
cana-4167	222	5	both	both	DET
cana-4167	222	6	digital	digital	ADJ
cana-4167	222	7	signature	signature	NOUN
cana-4167	222	8	as	as	ADV
cana-4167	222	9	well	well	ADV
cana-4167	222	10	as	as	ADP
cana-4167	222	11	encryption	encryption	NOUN
cana-4167	222	12	is	be	AUX
cana-4167	222	13	executed	execute	VERB
cana-4167	222	14	at	at	ADP
cana-4167	222	15	the	the	DET
cana-4167	222	16	same	same	ADJ
cana-4167	222	17	time	time	NOUN
cana-4167	222	18	.	.	PUNCT
cana-4167	223	1	after	after	SCONJ
cana-4167	223	2	the	the	DET
cana-4167	223	3	data	data	NOUN
cana-4167	223	4	is	be	AUX
cana-4167	223	5	encrypted	encrypt	VERB
cana-4167	223	6	,	,	PUNCT
cana-4167	223	7	the	the	DET
cana-4167	223	8	sender	sender	NOUN
cana-4167	223	9	signs	sign	VERB
cana-4167	223	10	the	the	DET
cana-4167	223	11	encrypted	encrypt	VERB
cana-4167	223	12	data	datum	NOUN
cana-4167	223	13	using	use	VERB
cana-4167	223	14	their	their	PRON
cana-4167	223	15	private	private	ADJ
cana-4167	223	16	key	key	NOUN
cana-4167	223	17	and	and	CCONJ
cana-4167	223	18	thereby	thereby	ADV
cana-4167	223	19	guaranteeing	guarantee	VERB
cana-4167	223	20	the	the	DET
cana-4167	223	21	integrity	integrity	NOUN
cana-4167	223	22	to	to	ADP
cana-4167	223	23	the	the	DET
cana-4167	223	24	data	datum	NOUN
cana-4167	223	25	.	.	PUNCT
cana-4167	224	1	from	from	ADP
cana-4167	224	2	this	this	PRON
cana-4167	224	3	,	,	PUNCT
cana-4167	224	4	the	the	DET
cana-4167	224	5	computation	computation	NOUN
cana-4167	224	6	time	time	NOUN
cana-4167	224	7	is	be	AUX
cana-4167	224	8	decreased	decrease	VERB
cana-4167	224	9	.	.	PUNCT
cana-4167	225	1	figure	figure	VERB
cana-4167	225	2	4	4	NUM
cana-4167	225	3	process	process	NOUN
cana-4167	225	4	of	of	ADP
cana-4167	225	5	signcryption	signcryption	NOUN
cana-4167	225	6	communications	communication	NOUN
cana-4167	225	7	on	on	ADP
cana-4167	225	8	applied	apply	VERB
cana-4167	225	9	nonlinear	nonlinear	ADJ
cana-4167	225	10	analysis	analysis	NOUN
cana-4167	225	11	issn	issn	NOUN
cana-4167	225	12	:	:	PUNCT
cana-4167	225	13	1074	1074	NUM
cana-4167	225	14	-	-	PUNCT
cana-4167	225	15	133x	133x	NUM
cana-4167	225	16	vol	vol	NOUN
cana-4167	225	17	32	32	NUM
cana-4167	225	18	no	no	NOUN
cana-4167	225	19	.	.	PUNCT
cana-4167	226	1	9s	9s	NUM
cana-4167	226	2	(	(	PUNCT
cana-4167	226	3	2025	2025	NUM
cana-4167	226	4	)	)	PUNCT
cana-4167	226	5	1437	1437	NUM
cana-4167	227	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4167	227	2	figure	figure	NOUN
cana-4167	227	3	4	4	NUM
cana-4167	227	4	demonstrates	demonstrate	VERB
cana-4167	227	5	the	the	DET
cana-4167	227	6	block	block	NOUN
cana-4167	227	7	diagram	diagram	NOUN
cana-4167	227	8	of	of	ADP
cana-4167	227	9	the	the	DET
cana-4167	227	10	signcryption	signcryption	NOUN
cana-4167	227	11	process	process	NOUN
cana-4167	227	12	involved	involve	VERB
cana-4167	227	13	in	in	ADP
cana-4167	227	14	the	the	DET
cana-4167	227	15	schmidt	schmidt	NOUN
cana-4167	227	16	-	-	PUNCT
cana-4167	227	17	samoa	samoa	PROPN
cana-4167	227	18	signcryption	signcryption	NOUN
cana-4167	227	19	algorithm	algorithm	NOUN
cana-4167	227	20	.	.	PUNCT
cana-4167	228	1	the	the	DET
cana-4167	228	2	sender	sender	NOUN
cana-4167	228	3	encrypts	encrypt	VERB
cana-4167	228	4	the	the	DET
cana-4167	228	5	data	datum	NOUN
cana-4167	228	6	using	use	VERB
cana-4167	228	7	receiver	receiver	NOUN
cana-4167	228	8	’s	’s	PART
cana-4167	228	9	public	public	ADJ
cana-4167	228	10	key	key	NOUN
cana-4167	228	11	.	.	PUNCT
cana-4167	229	1	consider	consider	VERB
cana-4167	229	2	the	the	DET
cana-4167	229	3	number	number	NOUN
cana-4167	229	4	of	of	ADP
cana-4167	229	5	normal	normal	ADJ
cana-4167	229	6	data	datum	NOUN
cana-4167	229	7	samples	sample	NOUN
cana-4167	229	8	{	{	PUNCT
cana-4167	229	9	𝐷𝑆1	𝐷𝑆1	PROPN
cana-4167	229	10	,	,	PUNCT
cana-4167	229	11	𝐷𝑆2	𝐷𝑆2	PROPN
cana-4167	229	12	,	,	PUNCT
cana-4167	229	13	𝐷𝑆3	𝐷𝑆3	PROPN
cana-4167	229	14	,	,	PUNCT
cana-4167	229	15	…	…	PUNCT
cana-4167	229	16	.	.	PUNCT
cana-4167	230	1	,	,	PUNCT
cana-4167	230	2	𝐷𝑆𝑚	𝐷𝑆𝑚	PROPN
cana-4167	230	3	}	}	PUNCT
cana-4167	230	4	.	.	PUNCT
cana-4167	231	1	then	then	ADV
cana-4167	231	2	the	the	DET
cana-4167	231	3	data	data	NOUN
cana-4167	231	4	encryption	encryption	NOUN
cana-4167	231	5	is	be	AUX
cana-4167	231	6	performed	perform	VERB
cana-4167	231	7	as	as	ADP
cana-4167	231	8	given	give	VERB
cana-4167	231	9	below	below	ADV
cana-4167	231	10	.	.	PUNCT
cana-4167	232	1	𝐸𝑛𝑐(𝑞(𝐷𝑆	𝐸𝑛𝑐(𝑞(𝐷𝑆	ADJ
cana-4167	232	2	)	)	PUNCT
cana-4167	232	3	)	)	PUNCT
cana-4167	233	1	=	=	PUNCT
cana-4167	233	2	𝐷𝑆𝜇𝑝𝑢𝑏	𝐷𝑆𝜇𝑝𝑢𝑏	NOUN
cana-4167	233	3	(	(	PUNCT
cana-4167	233	4	𝑟	𝑟	NOUN
cana-4167	233	5	)	)	PUNCT
cana-4167	233	6	𝑚𝑜𝑑	𝑚𝑜𝑑	NOUN
cana-4167	233	7	𝜇𝑝𝑢𝑏	𝜇𝑝𝑢𝑏	NOUN
cana-4167	233	8	(	(	PUNCT
cana-4167	233	9	10	10	NUM
cana-4167	233	10	)	)	PUNCT
cana-4167	233	11	where	where	SCONJ
cana-4167	233	12	‘	'	PUNCT
cana-4167	233	13	𝐸𝑛𝑐(𝑞(𝐷𝑆))’indicates	𝐸𝑛𝑐(𝑞(𝐷𝑆))’indicate	VERB
cana-4167	233	14	ciphertext	ciphertext	NOUN
cana-4167	233	15	or	or	CCONJ
cana-4167	233	16	encrypted	encrypt	VERB
cana-4167	233	17	data	datum	NOUN
cana-4167	233	18	acquired	acquire	VERB
cana-4167	233	19	depended	depend	VERB
cana-4167	233	20	on	on	ADP
cana-4167	233	21	the	the	DET
cana-4167	233	22	receiver	receiver	ADJ
cana-4167	233	23	public	public	ADJ
cana-4167	233	24	key	key	ADJ
cana-4167	233	25	‘	'	PUNCT
cana-4167	233	26	𝜇𝑝𝑢𝑏	𝜇𝑝𝑢𝑏	NOUN
cana-4167	233	27	(	(	PUNCT
cana-4167	233	28	𝑟	𝑟	NOUN
cana-4167	233	29	)	)	PUNCT
cana-4167	233	30	’	'	PUNCT
cana-4167	233	31	and	and	CCONJ
cana-4167	233	32	input	input	NOUN
cana-4167	233	33	data	data	NOUN
cana-4167	233	34	samples	sample	NOUN
cana-4167	233	35	‘	'	PUNCT
cana-4167	233	36	𝐷𝑆	𝐷𝑆	PROPN
cana-4167	233	37	’	'	PUNCT
cana-4167	233	38	.	.	PUNCT
cana-4167	234	1	after	after	ADP
cana-4167	234	2	that	that	PRON
cana-4167	234	3	,	,	PUNCT
cana-4167	234	4	the	the	DET
cana-4167	234	5	digital	digital	ADJ
cana-4167	234	6	signature	signature	NOUN
cana-4167	234	7	is	be	AUX
cana-4167	234	8	created	create	VERB
cana-4167	234	9	with	with	ADP
cana-4167	234	10	the	the	DET
cana-4167	234	11	help	help	NOUN
cana-4167	234	12	of	of	ADP
cana-4167	234	13	sender	sender	NOUN
cana-4167	234	14	’s	’s	PART
cana-4167	234	15	private	private	ADJ
cana-4167	234	16	key	key	NOUN
cana-4167	234	17	.	.	PUNCT
cana-4167	235	1	assume	assume	VERB
cana-4167	235	2	the	the	DET
cana-4167	235	3	input	input	NOUN
cana-4167	235	4	data	data	NOUN
cana-4167	235	5	sample	sample	NOUN
cana-4167	235	6	is	be	AUX
cana-4167	235	7	modified	modify	VERB
cana-4167	235	8	into	into	ADP
cana-4167	235	9	message	message	NOUN
cana-4167	235	10	bit	bit	NOUN
cana-4167	235	11	𝛾𝑖	𝛾𝑖	ADV
cana-4167	235	12	∈	∈	PRON
cana-4167	236	1	[	[	X
cana-4167	236	2	0	0	NUM
cana-4167	236	3	,	,	PUNCT
cana-4167	236	4	1	1	NUM
cana-4167	236	5	]	]	PUNCT
cana-4167	236	6	.	.	PUNCT
cana-4167	237	1	the	the	DET
cana-4167	237	2	generation	generation	NOUN
cana-4167	237	3	digital	digital	ADJ
cana-4167	237	4	signature	signature	NOUN
cana-4167	237	5	is	be	AUX
cana-4167	237	6	provided	provide	VERB
cana-4167	237	7	as	as	SCONJ
cana-4167	237	8	follows	follow	VERB
cana-4167	237	9	.	.	PUNCT
cana-4167	238	1	𝜎𝑠	𝜎𝑠	PRON
cana-4167	238	2	=	=	SYM
cana-4167	238	3	𝐾⟨𝜑𝑝𝑟𝑖(𝑠	𝐾⟨𝜑𝑝𝑟𝑖(𝑠	PROPN
cana-4167	238	4	)	)	PUNCT
cana-4167	238	5	|𝛾𝑖⟩	|𝛾𝑖⟩	NOUN
cana-4167	238	6	(	(	PUNCT
cana-4167	238	7	11	11	NUM
cana-4167	238	8	)	)	PUNCT
cana-4167	238	9	where	where	SCONJ
cana-4167	238	10	‘	'	PUNCT
cana-4167	238	11	𝜎𝑠	𝜎𝑠	PRON
cana-4167	238	12	’	'	PUNCT
cana-4167	238	13	is	be	AUX
cana-4167	238	14	referred	refer	VERB
cana-4167	238	15	as	as	ADP
cana-4167	238	16	signature	signature	NOUN
cana-4167	238	17	and	and	CCONJ
cana-4167	238	18	it	it	PRON
cana-4167	238	19	is	be	AUX
cana-4167	238	20	generated	generate	VERB
cana-4167	238	21	through	through	ADP
cana-4167	238	22	the	the	DET
cana-4167	238	23	sender	sender	NOUN
cana-4167	238	24	’s	’s	PART
cana-4167	238	25	private	private	ADJ
cana-4167	238	26	key	key	ADJ
cana-4167	238	27	‘	'	PUNCT
cana-4167	238	28	𝜑𝑝𝑟𝑖(𝑠	𝜑𝑝𝑟𝑖(𝑠	NOUN
cana-4167	238	29	)	)	PUNCT
cana-4167	238	30	’	'	PUNCT
cana-4167	238	31	,	,	PUNCT
cana-4167	238	32	hash	hash	NOUN
cana-4167	238	33	‘	'	PUNCT
cana-4167	238	34	𝐾	𝐾	NOUN
cana-4167	238	35	’	'	PUNCT
cana-4167	238	36	and	and	CCONJ
cana-4167	238	37	message	message	NOUN
cana-4167	238	38	bit	bit	NOUN
cana-4167	238	39	‘	'	PUNCT
cana-4167	238	40	𝛾𝑖	𝛾𝑖	NOUN
cana-4167	238	41	’	'	PUNCT
cana-4167	238	42	.	.	PUNCT
cana-4167	239	1	then	then	ADV
cana-4167	239	2	,	,	PUNCT
cana-4167	239	3	the	the	DET
cana-4167	239	4	ciphertext	ciphertext	NOUN
cana-4167	239	5	of	of	ADP
cana-4167	239	6	data	datum	NOUN
cana-4167	239	7	sample	sample	NOUN
cana-4167	239	8	with	with	ADP
cana-4167	239	9	the	the	DET
cana-4167	239	10	generated	generate	VERB
cana-4167	239	11	signature	signature	NOUN
cana-4167	239	12	is	be	AUX
cana-4167	239	13	sent	send	VERB
cana-4167	239	14	to	to	ADP
cana-4167	239	15	the	the	DET
cana-4167	239	16	receiver	receiver	NOUN
cana-4167	239	17	.	.	PUNCT
cana-4167	240	1	unsigncryption	unsigncryption	NOUN
cana-4167	240	2	the	the	DET
cana-4167	240	3	proposed	propose	VERB
cana-4167	240	4	cryptography	cryptography	NOUN
cana-4167	240	5	technique	technique	NOUN
cana-4167	240	6	carry	carry	VERB
cana-4167	240	7	outs	out	NOUN
cana-4167	240	8	unsigncryption	unsigncryption	NOUN
cana-4167	240	9	procedure	procedure	NOUN
cana-4167	240	10	that	that	PRON
cana-4167	240	11	comprises	comprise	VERB
cana-4167	240	12	two	two	NUM
cana-4167	240	13	main	main	ADJ
cana-4167	240	14	steps	step	NOUN
cana-4167	240	15	such	such	ADJ
cana-4167	240	16	as	as	ADP
cana-4167	240	17	signature	signature	NOUN
cana-4167	240	18	verification	verification	NOUN
cana-4167	240	19	and	and	CCONJ
cana-4167	240	20	decryption	decryption	NOUN
cana-4167	240	21	at	at	ADP
cana-4167	240	22	the	the	DET
cana-4167	240	23	receiver	receiver	ADJ
cana-4167	240	24	node	node	NOUN
cana-4167	240	25	for	for	ADP
cana-4167	240	26	ensuring	ensure	VERB
cana-4167	240	27	the	the	DET
cana-4167	240	28	security	security	NOUN
cana-4167	240	29	of	of	ADP
cana-4167	240	30	data	datum	NOUN
cana-4167	240	31	transmission	transmission	NOUN
cana-4167	240	32	in	in	ADP
cana-4167	240	33	wireless	wireless	ADJ
cana-4167	240	34	network	network	NOUN
cana-4167	240	35	.	.	PUNCT
cana-4167	241	1	the	the	DET
cana-4167	241	2	receiver	receiver	NOUN
cana-4167	241	3	needs	need	VERB
cana-4167	241	4	to	to	PART
cana-4167	241	5	access	access	VERB
cana-4167	241	6	the	the	DET
cana-4167	241	7	cipher	cipher	ADJ
cana-4167	241	8	text	text	NOUN
cana-4167	241	9	from	from	ADP
cana-4167	241	10	the	the	DET
cana-4167	241	11	source	source	NOUN
cana-4167	241	12	node	node	NOUN
cana-4167	241	13	,	,	PUNCT
cana-4167	241	14	signature	signature	NOUN
cana-4167	241	15	verification	verification	NOUN
cana-4167	241	16	is	be	AUX
cana-4167	241	17	initially	initially	ADV
cana-4167	241	18	carried	carry	VERB
cana-4167	241	19	out	out	ADP
cana-4167	241	20	and	and	CCONJ
cana-4167	241	21	decrypt	decrypt	VERB
cana-4167	241	22	the	the	DET
cana-4167	241	23	original	original	ADJ
cana-4167	241	24	data	datum	NOUN
cana-4167	241	25	sample	sample	NOUN
cana-4167	241	26	.	.	PUNCT
cana-4167	242	1	figure	figure	NOUN
cana-4167	242	2	5	5	NUM
cana-4167	242	3	process	process	NOUN
cana-4167	242	4	of	of	ADP
cana-4167	242	5	unsigncryption	unsigncryption	NOUN
cana-4167	242	6	as	as	SCONJ
cana-4167	242	7	given	give	VERB
cana-4167	242	8	in	in	ADP
cana-4167	242	9	the	the	DET
cana-4167	242	10	above	above	ADJ
cana-4167	242	11	figure	figure	NOUN
cana-4167	242	12	,	,	PUNCT
cana-4167	242	13	the	the	DET
cana-4167	242	14	unsigncryption	unsigncryption	NOUN
cana-4167	242	15	process	process	NOUN
cana-4167	242	16	is	be	AUX
cana-4167	242	17	employed	employ	VERB
cana-4167	242	18	to	to	PART
cana-4167	242	19	find	find	VERB
cana-4167	242	20	out	out	ADP
cana-4167	242	21	the	the	DET
cana-4167	242	22	input	input	NOUN
cana-4167	242	23	data	data	NOUN
cana-4167	242	24	samples	sample	NOUN
cana-4167	242	25	at	at	ADP
cana-4167	242	26	the	the	DET
cana-4167	242	27	receiver	receiver	ADJ
cana-4167	242	28	node	node	NOUN
cana-4167	242	29	.	.	PUNCT
cana-4167	243	1	initially	initially	ADV
cana-4167	243	2	,	,	PUNCT
cana-4167	243	3	the	the	DET
cana-4167	243	4	signature	signature	NOUN
cana-4167	243	5	verification	verification	NOUN
cana-4167	243	6	process	process	NOUN
cana-4167	243	7	is	be	AUX
cana-4167	243	8	carried	carry	VERB
cana-4167	243	9	out	out	ADP
cana-4167	243	10	and	and	CCONJ
cana-4167	243	11	the	the	DET
cana-4167	243	12	signature	signature	NOUN
cana-4167	243	13	of	of	ADP
cana-4167	243	14	the	the	DET
cana-4167	243	15	received	receive	VERB
cana-4167	243	16	data	data	NOUN
cana-4167	243	17	is	be	AUX
cana-4167	243	18	created	create	VERB
cana-4167	243	19	using	use	VERB
cana-4167	243	20	same	same	ADJ
cana-4167	243	21	hash	hash	NOUN
cana-4167	243	22	function	function	NOUN
cana-4167	243	23	at	at	ADP
cana-4167	243	24	the	the	DET
cana-4167	243	25	time	time	NOUN
cana-4167	243	26	of	of	ADP
cana-4167	243	27	signcryption	signcryption	NOUN
cana-4167	243	28	.	.	PUNCT
cana-4167	244	1	𝜎𝑟	𝜎𝑟	NOUN
cana-4167	244	2	=	=	SYM
cana-4167	244	3	𝐾	𝐾	PROPN
cana-4167	244	4	⟨𝜇𝑝𝑢𝑏(𝑠	⟨𝜇𝑝𝑢𝑏(𝑠	NOUN
cana-4167	244	5	)	)	PUNCT
cana-4167	244	6	|𝑉𝑖⟩	|𝑉𝑖⟩	NOUN
cana-4167	244	7	(	(	PUNCT
cana-4167	244	8	12	12	NUM
cana-4167	244	9	)	)	PUNCT
cana-4167	244	10	communications	communication	NOUN
cana-4167	244	11	on	on	ADP
cana-4167	244	12	applied	apply	VERB
cana-4167	244	13	nonlinear	nonlinear	ADJ
cana-4167	244	14	analysis	analysis	NOUN
cana-4167	244	15	issn	issn	NOUN
cana-4167	244	16	:	:	PUNCT
cana-4167	244	17	1074	1074	NUM
cana-4167	244	18	-	-	PUNCT
cana-4167	244	19	133x	133x	NUM
cana-4167	244	20	vol	vol	NOUN
cana-4167	244	21	32	32	NUM
cana-4167	244	22	no	no	NOUN
cana-4167	244	23	.	.	PUNCT
cana-4167	245	1	9s	9s	NUM
cana-4167	245	2	(	(	PUNCT
cana-4167	245	3	2025	2025	NUM
cana-4167	245	4	)	)	PUNCT
cana-4167	245	5	1438	1438	NUM
cana-4167	245	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4167	245	7	where	where	SCONJ
cana-4167	245	8	‘	'	PUNCT
cana-4167	245	9	𝜎𝑟	𝜎𝑟	X
cana-4167	245	10	’	'	PUNCT
cana-4167	245	11	indicates	indicate	VERB
cana-4167	245	12	a	a	DET
cana-4167	245	13	signature	signature	NOUN
cana-4167	245	14	created	create	VERB
cana-4167	245	15	at	at	ADP
cana-4167	245	16	the	the	DET
cana-4167	245	17	receiver	receiver	NOUN
cana-4167	245	18	with	with	ADP
cana-4167	245	19	senders	sender	NOUN
cana-4167	245	20	public	public	ADJ
cana-4167	245	21	key	key	ADJ
cana-4167	245	22	‘	'	PUNCT
cana-4167	245	23	𝜇𝑝𝑢𝑏(𝑠	𝜇𝑝𝑢𝑏(𝑠	PROPN
cana-4167	245	24	)	)	PUNCT
cana-4167	245	25	’	'	PUNCT
cana-4167	245	26	.	.	PUNCT
cana-4167	246	1	later	later	ADV
cana-4167	246	2	,	,	PUNCT
cana-4167	246	3	the	the	DET
cana-4167	246	4	generated	generate	VERB
cana-4167	246	5	signature	signature	NOUN
cana-4167	246	6	is	be	AUX
cana-4167	246	7	verified	verify	VERB
cana-4167	246	8	through	through	ADP
cana-4167	246	9	the	the	DET
cana-4167	246	10	cramer	cramer	NOUN
cana-4167	246	11	's	's	PART
cana-4167	246	12	correlation	correlation	NOUN
cana-4167	246	13	.	.	PUNCT
cana-4167	247	1	the	the	DET
cana-4167	247	2	correlation	correlation	NOUN
cana-4167	247	3	is	be	AUX
cana-4167	247	4	applied	apply	VERB
cana-4167	247	5	to	to	PART
cana-4167	247	6	compute	compute	VERB
cana-4167	247	7	the	the	DET
cana-4167	247	8	association	association	NOUN
cana-4167	247	9	between	between	ADP
cana-4167	247	10	the	the	DET
cana-4167	247	11	two	two	NUM
cana-4167	247	12	variables	variable	NOUN
cana-4167	247	13	(	(	PUNCT
cana-4167	247	14	i.e.	i.e.	X
cana-4167	247	15	signatures	signature	NOUN
cana-4167	247	16	)	)	PUNCT
cana-4167	247	17	.	.	PUNCT
cana-4167	248	1	thus	thus	ADV
cana-4167	248	2	,	,	PUNCT
cana-4167	248	3	the	the	DET
cana-4167	248	4	correlation	correlation	NOUN
cana-4167	248	5	between	between	ADP
cana-4167	248	6	the	the	DET
cana-4167	248	7	two	two	NUM
cana-4167	248	8	signatures	signature	NOUN
cana-4167	248	9	is	be	AUX
cana-4167	248	10	confirmed	confirm	VERB
cana-4167	248	11	as	as	SCONJ
cana-4167	248	12	follows	follow	VERB
cana-4167	248	13	.	.	PUNCT
cana-4167	249	1	𝐶𝑟𝑎𝑐𝑜𝑟𝑟	𝐶𝑟𝑎𝑐𝑜𝑟𝑟	PROPN
cana-4167	249	2	=	=	PRON
cana-4167	249	3	(	(	PUNCT
cana-4167	249	4	∑	∑	PUNCT
cana-4167	249	5	∑|𝜎𝑠−𝜎𝑟|2	∑|𝜎𝑠−𝜎𝑟|2	X
cana-4167	249	6	(	(	PUNCT
cana-4167	249	7	𝑚−1)+(𝑓−1	𝑚−1)+(𝑓−1	NOUN
cana-4167	249	8	)	)	PUNCT
cana-4167	249	9	)	)	PUNCT
cana-4167	249	10	(	(	PUNCT
cana-4167	249	11	13	13	NUM
cana-4167	249	12	)	)	PUNCT
cana-4167	249	13	where	where	SCONJ
cana-4167	249	14	‘	'	PUNCT
cana-4167	249	15	𝐶𝑟𝑎𝑐𝑜𝑟𝑟	𝐶𝑟𝑎𝑐𝑜𝑟𝑟	PROPN
cana-4167	249	16	’	'	PUNCT
cana-4167	249	17	refers	refer	VERB
cana-4167	249	18	a	a	DET
cana-4167	249	19	cramer	cramer	NOUN
cana-4167	249	20	's	's	PART
cana-4167	249	21	correlation	correlation	NOUN
cana-4167	249	22	coefficient	coefficient	NOUN
cana-4167	249	23	,	,	PUNCT
cana-4167	249	24	‘	'	PUNCT
cana-4167	249	25	𝜎𝑠	𝜎𝑠	NUM
cana-4167	249	26	’	'	PUNCT
cana-4167	249	27	refers	refer	VERB
cana-4167	249	28	signature	signature	NOUN
cana-4167	249	29	generated	generate	VERB
cana-4167	249	30	at	at	ADP
cana-4167	249	31	the	the	DET
cana-4167	249	32	sender	sender	NOUN
cana-4167	249	33	,	,	PUNCT
cana-4167	249	34	‘	'	PUNCT
cana-4167	249	35	𝜎𝑟	𝜎𝑟	X
cana-4167	249	36	’	'	PUNCT
cana-4167	249	37	refers	refer	VERB
cana-4167	249	38	a	a	DET
cana-4167	249	39	signature	signature	NOUN
cana-4167	249	40	generated	generate	VERB
cana-4167	249	41	at	at	ADP
cana-4167	249	42	the	the	DET
cana-4167	249	43	receiver	receiver	NOUN
cana-4167	249	44	.	.	PUNCT
cana-4167	250	1	the	the	DET
cana-4167	250	2	output	output	NOUN
cana-4167	250	3	of	of	ADP
cana-4167	250	4	correlation	correlation	NOUN
cana-4167	250	5	values	value	NOUN
cana-4167	250	6	varied	varied	ADJ
cana-4167	250	7	from	from	ADP
cana-4167	250	8	0	0	NUM
cana-4167	250	9	to	to	ADP
cana-4167	250	10	+1	+1	PROPN
cana-4167	250	11	.	.	PUNCT
cana-4167	251	1	here	here	ADV
cana-4167	251	2	,	,	PUNCT
cana-4167	251	3	‘	'	PUNCT
cana-4167	251	4	0	0	NUM
cana-4167	251	5	’	'	PUNCT
cana-4167	251	6	refers	refer	VERB
cana-4167	251	7	no	no	DET
cana-4167	251	8	correlation	correlation	NOUN
cana-4167	251	9	between	between	ADP
cana-4167	251	10	two	two	NUM
cana-4167	251	11	signatures	signature	NOUN
cana-4167	251	12	and	and	CCONJ
cana-4167	251	13	‘	'	PUNCT
cana-4167	251	14	1	1	NUM
cana-4167	251	15	’	'	PUNCT
cana-4167	251	16	refers	refer	VERB
cana-4167	251	17	a	a	DET
cana-4167	251	18	high	high	ADJ
cana-4167	251	19	correlation	correlation	NOUN
cana-4167	251	20	between	between	ADP
cana-4167	251	21	two	two	NUM
cana-4167	251	22	signatures	signature	NOUN
cana-4167	251	23	and	and	CCONJ
cana-4167	251	24	the	the	DET
cana-4167	251	25	signature	signature	NOUN
cana-4167	251	26	is	be	AUX
cana-4167	251	27	verified	verify	VERB
cana-4167	251	28	.	.	PUNCT
cana-4167	252	1	if	if	SCONJ
cana-4167	252	2	the	the	DET
cana-4167	252	3	signature	signature	NOUN
cana-4167	252	4	is	be	AUX
cana-4167	252	5	verified	verify	VERB
cana-4167	252	6	,	,	PUNCT
cana-4167	252	7	decryption	decryption	NOUN
cana-4167	252	8	is	be	AUX
cana-4167	252	9	performed	perform	VERB
cana-4167	252	10	.	.	PUNCT
cana-4167	253	1	otherwise	otherwise	ADV
cana-4167	253	2	,	,	PUNCT
cana-4167	253	3	the	the	DET
cana-4167	253	4	decryption	decryption	NOUN
cana-4167	253	5	is	be	AUX
cana-4167	253	6	denied	deny	VERB
cana-4167	253	7	.	.	PUNCT
cana-4167	254	1	the	the	DET
cana-4167	254	2	decryption	decryption	NOUN
cana-4167	254	3	carried	carry	VERB
cana-4167	254	4	out	out	ADP
cana-4167	254	5	with	with	ADP
cana-4167	254	6	the	the	DET
cana-4167	254	7	receiver	receiver	NOUN
cana-4167	254	8	’s	’s	PART
cana-4167	254	9	private	private	ADJ
cana-4167	254	10	key	key	NOUN
cana-4167	254	11	(	(	PUNCT
cana-4167	254	12	𝜑𝑝𝑟𝑖(𝑟	𝜑𝑝𝑟𝑖(𝑟	PROPN
cana-4167	254	13	)	)	PUNCT
cana-4167	254	14	)	)	PUNCT
cana-4167	254	15	is	be	AUX
cana-4167	254	16	given	give	VERB
cana-4167	254	17	below	below	ADV
cana-4167	254	18	.	.	PUNCT
cana-4167	255	1	𝐷𝑆	𝐷𝑆	PROPN
cana-4167	255	2	=	=	SYM
cana-4167	255	3	𝐸𝑛𝑐(𝑞(𝐷𝑆	𝐸𝑛𝑐(𝑞(𝐷𝑆	ADJ
cana-4167	255	4	)	)	PUNCT
cana-4167	255	5	)	)	PUNCT
cana-4167	256	1	𝜑𝑝𝑟𝑖(𝑟	𝜑𝑝𝑟𝑖(𝑟	PROPN
cana-4167	256	2	)	)	PUNCT
cana-4167	256	3	𝑚𝑜𝑑	𝑚𝑜𝑑	PROPN
cana-4167	256	4	𝑢𝑢′	𝑢𝑢′	ADV
cana-4167	256	5	(	(	PUNCT
cana-4167	256	6	14	14	NUM
cana-4167	256	7	)	)	PUNCT
cana-4167	256	8	where	where	SCONJ
cana-4167	256	9	‘	'	PUNCT
cana-4167	256	10	𝐷𝑆	𝐷𝑆	PROPN
cana-4167	256	11	’	'	PUNCT
cana-4167	256	12	point	point	NOUN
cana-4167	256	13	outs	out	NOUN
cana-4167	256	14	an	an	DET
cana-4167	256	15	original	original	ADJ
cana-4167	256	16	data	datum	NOUN
cana-4167	256	17	,	,	PUNCT
cana-4167	256	18	𝐸𝑛𝑐(𝑞(𝐷𝑆	𝐸𝑛𝑐(𝑞(𝐷𝑆	ADJ
cana-4167	256	19	)	)	PUNCT
cana-4167	256	20	)	)	PUNCT
cana-4167	256	21	indicates	indicate	VERB
cana-4167	256	22	a	a	DET
cana-4167	256	23	ciphertext	ciphertext	NOUN
cana-4167	256	24	,	,	PUNCT
cana-4167	256	25	‘	'	PUNCT
cana-4167	256	26	𝜑𝑝𝑟𝑖(𝑟	𝜑𝑝𝑟𝑖(𝑟	NUM
cana-4167	256	27	)	)	PUNCT
cana-4167	256	28	’	'	PUNCT
cana-4167	256	29	point	point	NOUN
cana-4167	256	30	outs	out	NOUN
cana-4167	256	31	a	a	DET
cana-4167	256	32	receiver	receiver	NOUN
cana-4167	256	33	’s	’s	PART
cana-4167	256	34	private	private	ADJ
cana-4167	256	35	key	key	NOUN
cana-4167	256	36	,	,	PUNCT
cana-4167	256	37	𝑢	𝑢	X
cana-4167	256	38	,	,	PUNCT
cana-4167	256	39	and	and	CCONJ
cana-4167	256	40	𝑢′	𝑢′	NUM
cana-4167	256	41	point	point	NOUN
cana-4167	256	42	outs	out	NOUN
cana-4167	256	43	large	large	ADJ
cana-4167	256	44	prime	prime	ADJ
cana-4167	256	45	numbers	number	NOUN
cana-4167	256	46	.	.	PUNCT
cana-4167	257	1	from	from	ADP
cana-4167	257	2	this	this	PRON
cana-4167	257	3	,	,	PUNCT
cana-4167	257	4	the	the	DET
cana-4167	257	5	secure	secure	ADJ
cana-4167	257	6	communication	communication	NOUN
cana-4167	257	7	is	be	AUX
cana-4167	257	8	achieved	achieve	VERB
cana-4167	257	9	between	between	ADP
cana-4167	257	10	sender	sender	NOUN
cana-4167	257	11	and	and	CCONJ
cana-4167	257	12	receiver	receiver	NOUN
cana-4167	257	13	.	.	PUNCT
cana-4167	258	1	if	if	SCONJ
cana-4167	258	2	the	the	DET
cana-4167	258	3	receiver	receiver	NOUN
cana-4167	258	4	’s	’s	PART
cana-4167	258	5	private	private	ADJ
cana-4167	258	6	key	key	NOUN
cana-4167	258	7	is	be	AUX
cana-4167	258	8	wrong	wrong	ADJ
cana-4167	258	9	,	,	PUNCT
cana-4167	258	10	an	an	DET
cana-4167	258	11	additional	additional	ADJ
cana-4167	258	12	secondary	secondary	ADJ
cana-4167	258	13	secret	secret	ADJ
cana-4167	258	14	key	key	NOUN
cana-4167	258	15	is	be	AUX
cana-4167	258	16	produced	produce	VERB
cana-4167	258	17	.	.	PUNCT
cana-4167	259	1	this	this	DET
cana-4167	259	2	secondary	secondary	ADJ
cana-4167	259	3	key	key	NOUN
cana-4167	259	4	is	be	AUX
cana-4167	259	5	united	unite	VERB
cana-4167	259	6	to	to	ADP
cana-4167	259	7	a	a	DET
cana-4167	259	8	set	set	NOUN
cana-4167	259	9	of	of	ADP
cana-4167	259	10	security	security	NOUN
cana-4167	259	11	questions	question	NOUN
cana-4167	259	12	that	that	PRON
cana-4167	259	13	improves	improve	VERB
cana-4167	259	14	the	the	DET
cana-4167	259	15	data	datum	NOUN
cana-4167	259	16	confidentiality	confidentiality	NOUN
cana-4167	259	17	.	.	PUNCT
cana-4167	260	1	this	this	PRON
cana-4167	260	2	helps	help	VERB
cana-4167	260	3	to	to	PART
cana-4167	260	4	improve	improve	VERB
cana-4167	260	5	the	the	DET
cana-4167	260	6	overall	overall	ADJ
cana-4167	260	7	security	security	NOUN
cana-4167	260	8	data	data	NOUN
cana-4167	260	9	transmission	transmission	NOUN
cana-4167	260	10	in	in	ADP
cana-4167	260	11	wireless	wireless	ADJ
cana-4167	260	12	network	network	NOUN
cana-4167	260	13	.	.	PUNCT
cana-4167	261	1	the	the	DET
cana-4167	261	2	algorithmic	algorithmic	ADJ
cana-4167	261	3	process	process	NOUN
cana-4167	261	4	of	of	ADP
cana-4167	261	5	kupyna	kupyna	PROPN
cana-4167	261	6	schmidt	schmidt	PROPN
cana-4167	261	7	-	-	PUNCT
cana-4167	261	8	samoa	samoa	PROPN
cana-4167	261	9	signcryption	signcryption	NOUN
cana-4167	261	10	model	model	NOUN
cana-4167	261	11	is	be	AUX
cana-4167	261	12	described	describe	VERB
cana-4167	261	13	as	as	ADP
cana-4167	261	14	follows	follow	VERB
cana-4167	261	15	.	.	PUNCT
cana-4167	262	1	algorithm	algorithm	NOUN
cana-4167	262	2	2	2	NUM
cana-4167	262	3	:	:	PUNCT
cana-4167	262	4	cramer	cramer	PROPN
cana-4167	262	5	's	's	PART
cana-4167	262	6	correlated	correlate	VERB
cana-4167	262	7	kupyna	kupyna	PROPN
cana-4167	262	8	schmidt	schmidt	PROPN
cana-4167	262	9	-	-	PUNCT
cana-4167	262	10	samoa	samoa	PROPN
cana-4167	262	11	signcryption	signcryption	NOUN
cana-4167	262	12	model	model	NOUN
cana-4167	262	13	input	input	NOUN
cana-4167	262	14	:	:	PUNCT
cana-4167	262	15	number	number	NOUN
cana-4167	262	16	of	of	ADP
cana-4167	262	17	normal	normal	ADJ
cana-4167	262	18	data	datum	NOUN
cana-4167	262	19	samples	sample	NOUN
cana-4167	262	20	𝐷𝑆1	𝐷𝑆1	PROPN
cana-4167	262	21	,	,	PUNCT
cana-4167	262	22	𝐷𝑆2	𝐷𝑆2	PROPN
cana-4167	262	23	,	,	PUNCT
cana-4167	262	24	𝐷𝑆3	𝐷𝑆3	PROPN
cana-4167	262	25	,	,	PUNCT
cana-4167	262	26	…	…	PUNCT
cana-4167	262	27	.	.	PUNCT
cana-4167	263	1	,	,	PUNCT
cana-4167	263	2	𝐷𝑆𝑚	𝐷𝑆𝑚	PROPN
cana-4167	263	3	output	output	NOUN
cana-4167	263	4	:	:	PUNCT
cana-4167	263	5	secure	secure	VERB
cana-4167	263	6	data	data	NOUN
cana-4167	263	7	transmission	transmission	NOUN
cana-4167	263	8	begin	begin	VERB
cana-4167	263	9	1	1	NUM
cana-4167	263	10	.	.	PUNCT
cana-4167	264	1	gather	gather	VERB
cana-4167	264	2	data	datum	NOUN
cana-4167	264	3	samples	sample	NOUN
cana-4167	264	4	𝐷𝑆1	𝐷𝑆1	PROPN
cana-4167	264	5	,	,	PUNCT
cana-4167	264	6	𝐷𝑆2	𝐷𝑆2	PROPN
cana-4167	264	7	,	,	PUNCT
cana-4167	264	8	𝐷𝑆3	𝐷𝑆3	PROPN
cana-4167	264	9	,	,	PUNCT
cana-4167	264	10	…	…	PUNCT
cana-4167	264	11	.	.	PUNCT
cana-4167	265	1	,	,	PUNCT
cana-4167	266	1	𝐷𝑆𝑚	𝐷𝑆𝑚	PROPN
cana-4167	266	2	//	//	NOUN
cana-4167	266	3	key	key	ADJ
cana-4167	266	4	generation	generation	NOUN
cana-4167	266	5	2	2	NUM
cana-4167	266	6	.	.	X
cana-4167	267	1	for	for	ADP
cana-4167	267	2	each	each	DET
cana-4167	267	3	sender	sender	NOUN
cana-4167	267	4	node	node	NOUN
cana-4167	267	5	3	3	NUM
cana-4167	267	6	.	.	PUNCT
cana-4167	267	7	generate	generate	VERB
cana-4167	267	8	pair	pair	NOUN
cana-4167	267	9	of	of	ADP
cana-4167	267	10	keys	key	NOUN
cana-4167	267	11	4	4	NUM
cana-4167	268	1	.	.	NOUN
cana-4167	268	2	end	end	VERB
cana-4167	268	3	for	for	ADP
cana-4167	268	4	5	5	NUM
cana-4167	268	5	.	.	PUNCT
cana-4167	269	1	for	for	ADP
cana-4167	269	2	each	each	DET
cana-4167	269	3	data	datum	NOUN
cana-4167	269	4	sample	sample	NOUN
cana-4167	269	5	𝐷𝑆𝑖	𝐷𝑆𝑖	NOUN
cana-4167	269	6	//signcryption	//signcryption	PUNCT
cana-4167	269	7	6	6	X
cana-4167	269	8	.	.	X
cana-4167	269	9	perform	perform	VERB
cana-4167	269	10	data	datum	NOUN
cana-4167	269	11	encryption	encryption	NOUN
cana-4167	269	12	using	use	VERB
cana-4167	269	13	receiver	receiver	NOUN
cana-4167	269	14	public	public	ADJ
cana-4167	269	15	key	key	ADJ
cana-4167	269	16	7	7	NUM
cana-4167	269	17	.	.	PUNCT
cana-4167	270	1	get	get	VERB
cana-4167	270	2	ciphertext	ciphertext	ADJ
cana-4167	270	3	𝐸𝑛𝑐(𝑞(𝐷𝑆	𝐸𝑛𝑐(𝑞(𝐷𝑆	ADJ
cana-4167	270	4	)	)	PUNCT
cana-4167	270	5	)	)	PUNCT
cana-4167	271	1	=	=	PUNCT
cana-4167	271	2	𝐷𝑆𝜇𝑝𝑢𝑏	𝐷𝑆𝜇𝑝𝑢𝑏	NOUN
cana-4167	271	3	(	(	PUNCT
cana-4167	271	4	𝑟	𝑟	NOUN
cana-4167	271	5	)	)	PUNCT
cana-4167	271	6	𝑚𝑜𝑑	𝑚𝑜𝑑	NOUN
cana-4167	271	7	𝜇𝑝𝑢𝑏	𝜇𝑝𝑢𝑏	NOUN
cana-4167	271	8	8	8	NUM
cana-4167	271	9	.	.	PUNCT
cana-4167	271	10	generate	generate	VERB
cana-4167	271	11	digital	digital	ADJ
cana-4167	271	12	signature	signature	NOUN
cana-4167	271	13	with	with	ADP
cana-4167	271	14	sender	sender	NOUN
cana-4167	271	15	private	private	ADJ
cana-4167	271	16	key	key	NOUN
cana-4167	271	17	𝜎𝑠	𝜎𝑠	ADJ
cana-4167	271	18	=	=	SYM
cana-4167	271	19	𝐾⟨𝜑𝑝𝑟𝑖(𝑠	𝐾⟨𝜑𝑝𝑟𝑖(𝑠	PROPN
cana-4167	271	20	)	)	PUNCT
cana-4167	271	21	|𝛾𝑖⟩	|𝛾𝑖⟩	NOUN
cana-4167	271	22	9	9	NUM
cana-4167	271	23	.	.	PUNCT
cana-4167	271	24	send	send	VERB
cana-4167	271	25	ciphertext	ciphertext	NOUN
cana-4167	271	26	‘	'	PUNCT
cana-4167	271	27	𝐸𝑛𝑐(𝑞(𝐷𝑆))’and	𝐸𝑛𝑐(𝑞(𝐷𝑆))’and	NOUN
cana-4167	271	28	data	data	NOUN
cana-4167	271	29	samples	sample	NOUN
cana-4167	271	30	‘	'	PUNCT
cana-4167	271	31	𝜎𝑠	𝜎𝑠	NUM
cana-4167	271	32	’	'	PUNCT
cana-4167	271	33	to	to	PART
cana-4167	271	34	receiver	receiver	VERB
cana-4167	271	35	10	10	NUM
cana-4167	271	36	.	.	PUNCT
cana-4167	272	1	end	end	VERB
cana-4167	272	2	for	for	ADP
cana-4167	272	3	11	11	NUM
cana-4167	272	4	.	.	PUNCT
cana-4167	273	1	receiver	receiver	NOUN
cana-4167	273	2	generates	generate	VERB
cana-4167	273	3	the	the	DET
cana-4167	273	4	digital	digital	ADJ
cana-4167	273	5	signature𝜎𝑟	signature𝜎𝑟	NOUN
cana-4167	273	6	=	=	SYM
cana-4167	273	7	𝐾	𝐾	PROPN
cana-4167	273	8	⟨𝜇𝑝𝑢𝑏(𝑠	⟨𝜇𝑝𝑢𝑏(𝑠	NOUN
cana-4167	273	9	)	)	PUNCT
cana-4167	273	10	|𝑉𝑖⟩	|𝑉𝑖⟩	NOUN
cana-4167	273	11	//unsigncryption	//unsigncryption	SYM
cana-4167	273	12	communications	communication	NOUN
cana-4167	273	13	on	on	ADP
cana-4167	273	14	applied	apply	VERB
cana-4167	273	15	nonlinear	nonlinear	ADJ
cana-4167	273	16	analysis	analysis	NOUN
cana-4167	273	17	issn	issn	NOUN
cana-4167	273	18	:	:	PUNCT
cana-4167	273	19	1074	1074	NUM
cana-4167	273	20	-	-	PUNCT
cana-4167	273	21	133x	133x	NUM
cana-4167	273	22	vol	vol	NOUN
cana-4167	273	23	32	32	NUM
cana-4167	274	1	no	no	NOUN
cana-4167	274	2	.	.	PUNCT
cana-4167	275	1	9s	9s	NUM
cana-4167	275	2	(	(	PUNCT
cana-4167	275	3	2025	2025	NUM
cana-4167	275	4	)	)	PUNCT
cana-4167	275	5	1439	1439	NUM
cana-4167	275	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4167	275	7	12	12	NUM
cana-4167	275	8	.	.	PUNCT
cana-4167	276	1	compute	compute	PROPN
cana-4167	276	2	cramer	cramer	PROPN
cana-4167	276	3	's	's	PART
cana-4167	276	4	correlation	correlation	NOUN
cana-4167	276	5	‘	'	PUNCT
cana-4167	276	6	𝐶𝑟𝑎𝑐𝑜𝑟𝑟	𝐶𝑟𝑎𝑐𝑜𝑟𝑟	PROPN
cana-4167	276	7	’	'	PUNCT
cana-4167	276	8	13	13	NUM
cana-4167	276	9	.	.	PUNCT
cana-4167	277	1	if	if	SCONJ
cana-4167	277	2	(	(	PUNCT
cana-4167	277	3	𝐶𝑟𝑎𝑐𝑜𝑟𝑟	𝐶𝑟𝑎𝑐𝑜𝑟𝑟	PROPN
cana-4167	277	4	=	=	SYM
cana-4167	277	5	1	1	NUM
cana-4167	277	6	)	)	PUNCT
cana-4167	277	7	then	then	ADV
cana-4167	277	8	14	14	NUM
cana-4167	277	9	.	.	PUNCT
cana-4167	278	1	signature	signature	NOUN
cana-4167	278	2	is	be	AUX
cana-4167	278	3	valid	valid	ADJ
cana-4167	278	4	or	or	CCONJ
cana-4167	278	5	matched	match	VERB
cana-4167	278	6	15	15	NUM
cana-4167	278	7	.	.	PUNCT
cana-4167	279	1	decrypt	decrypt	VERB
cana-4167	279	2	the	the	DET
cana-4167	279	3	data	data	NOUN
cana-4167	279	4	samples	sample	NOUN
cana-4167	279	5	16	16	NUM
cana-4167	279	6	.	.	PUNCT
cana-4167	280	1	get	get	VERB
cana-4167	280	2	original	original	ADJ
cana-4167	280	3	data	datum	NOUN
cana-4167	280	4	𝐷𝑆	𝐷𝑆	NOUN
cana-4167	280	5	=	=	SYM
cana-4167	280	6	𝐸𝑛𝑐(𝑞(𝐷𝑆	𝐸𝑛𝑐(𝑞(𝐷𝑆	ADJ
cana-4167	280	7	)	)	PUNCT
cana-4167	280	8	)	)	PUNCT
cana-4167	281	1	𝜑𝑝𝑟𝑖(𝑟	𝜑𝑝𝑟𝑖(𝑟	PROPN
cana-4167	281	2	)	)	PUNCT
cana-4167	281	3	𝑚𝑜𝑑	𝑚𝑜𝑑	X
cana-4167	282	1	𝑢𝑢′	𝑢𝑢′	ADV
cana-4167	282	2	17	17	NUM
cana-4167	282	3	.	.	PUNCT
cana-4167	282	4	else	else	ADV
cana-4167	283	1	18	18	NUM
cana-4167	283	2	.	.	PUNCT
cana-4167	284	1	signature	signature	NOUN
cana-4167	284	2	is	be	AUX
cana-4167	284	3	not	not	PART
cana-4167	284	4	valid	valid	ADJ
cana-4167	284	5	or	or	CCONJ
cana-4167	284	6	matched	match	VERB
cana-4167	284	7	19	19	NUM
cana-4167	284	8	.	.	PUNCT
cana-4167	285	1	decryption	decryption	NOUN
cana-4167	285	2	is	be	AUX
cana-4167	285	3	not	not	PART
cana-4167	285	4	ignored	ignore	VERB
cana-4167	285	5	20	20	NUM
cana-4167	285	6	.	.	PUNCT
cana-4167	286	1	end	end	VERB
cana-4167	286	2	if	if	SCONJ
cana-4167	286	3	21	21	NUM
cana-4167	286	4	.	.	PUNCT
cana-4167	287	1	obtain	obtain	VERB
cana-4167	287	2	secure	secure	ADJ
cana-4167	287	3	data	datum	NOUN
cana-4167	287	4	transmission	transmission	NOUN
cana-4167	287	5	end	end	NOUN
cana-4167	287	6	algorithm	algorithm	NOUN
cana-4167	287	7	2	2	NUM
cana-4167	287	8	given	give	VERB
cana-4167	287	9	above	above	ADV
cana-4167	287	10	illustrates	illustrate	VERB
cana-4167	287	11	the	the	DET
cana-4167	287	12	process	process	NOUN
cana-4167	287	13	of	of	ADP
cana-4167	287	14	kupyna	kupyna	PROPN
cana-4167	287	15	schmidt	schmidt	PROPN
cana-4167	287	16	-	-	PUNCT
cana-4167	287	17	samoa	samoa	PROPN
cana-4167	287	18	signcryption	signcryption	NOUN
cana-4167	287	19	model	model	NOUN
cana-4167	287	20	based	base	VERB
cana-4167	287	21	secure	secure	ADJ
cana-4167	287	22	data	data	NOUN
cana-4167	287	23	transmission	transmission	NOUN
cana-4167	287	24	in	in	ADP
cana-4167	287	25	the	the	DET
cana-4167	287	26	wireless	wireless	ADJ
cana-4167	287	27	networks	network	NOUN
cana-4167	287	28	.	.	PUNCT
cana-4167	288	1	the	the	DET
cana-4167	288	2	signcryption	signcryption	NOUN
cana-4167	288	3	includes	include	VERB
cana-4167	288	4	the	the	DET
cana-4167	288	5	three	three	NUM
cana-4167	288	6	different	different	ADJ
cana-4167	288	7	processes	process	NOUN
cana-4167	288	8	such	such	ADJ
cana-4167	288	9	as	as	ADP
cana-4167	288	10	,	,	PUNCT
cana-4167	288	11	key	key	ADJ
cana-4167	288	12	generation	generation	NOUN
cana-4167	288	13	,	,	PUNCT
cana-4167	288	14	signcryption	signcryption	NOUN
cana-4167	288	15	,	,	PUNCT
cana-4167	288	16	and	and	CCONJ
cana-4167	288	17	unsigncryption	unsigncryption	NOUN
cana-4167	288	18	.	.	PUNCT
cana-4167	289	1	initially	initially	ADV
cana-4167	289	2	,	,	PUNCT
cana-4167	289	3	generates	generate	VERB
cana-4167	289	4	pair	pair	NOUN
cana-4167	289	5	of	of	ADP
cana-4167	289	6	keys	key	NOUN
cana-4167	289	7	for	for	SCONJ
cana-4167	289	8	each	each	DET
cana-4167	289	9	sender	sender	NOUN
cana-4167	289	10	node	node	VERB
cana-4167	289	11	.	.	PUNCT
cana-4167	290	1	after	after	ADP
cana-4167	290	2	that	that	PRON
cana-4167	290	3	,	,	PUNCT
cana-4167	290	4	sender	sender	NOUN
cana-4167	290	5	node	node	VERB
cana-4167	290	6	encrypts	encrypt	NOUN
cana-4167	290	7	input	input	NOUN
cana-4167	290	8	data	datum	NOUN
cana-4167	290	9	samples	sample	NOUN
cana-4167	290	10	along	along	ADP
cana-4167	290	11	with	with	ADP
cana-4167	290	12	signature	signature	NOUN
cana-4167	290	13	are	be	AUX
cana-4167	290	14	generated	generate	VERB
cana-4167	290	15	in	in	ADP
cana-4167	290	16	hash	hash	NOUN
cana-4167	290	17	value	value	NOUN
cana-4167	290	18	using	use	VERB
cana-4167	290	19	cramer	cramer	PROPN
cana-4167	290	20	's	's	PART
cana-4167	290	21	correlated	correlate	VERB
cana-4167	290	22	kupyna	kupyna	PROPN
cana-4167	290	23	schmidt	schmidt	PROPN
cana-4167	290	24	-	-	PUNCT
cana-4167	290	25	samoa	samoa	PROPN
cana-4167	290	26	signcryption	signcryption	NOUN
cana-4167	290	27	.	.	PUNCT
cana-4167	291	1	then	then	ADV
cana-4167	291	2	,	,	PUNCT
cana-4167	291	3	the	the	DET
cana-4167	291	4	data	data	NOUN
cana-4167	291	5	is	be	AUX
cana-4167	291	6	encrypted	encrypt	VERB
cana-4167	291	7	and	and	CCONJ
cana-4167	291	8	sent	send	VERB
cana-4167	291	9	to	to	ADP
cana-4167	291	10	the	the	DET
cana-4167	291	11	receiver	receiver	NOUN
cana-4167	291	12	where	where	SCONJ
cana-4167	291	13	the	the	DET
cana-4167	291	14	unsigncryption	unsigncryption	NOUN
cana-4167	291	15	process	process	NOUN
cana-4167	291	16	is	be	AUX
cana-4167	291	17	carried	carry	VERB
cana-4167	291	18	out	out	ADP
cana-4167	291	19	to	to	PART
cana-4167	291	20	ensure	ensure	VERB
cana-4167	291	21	security	security	NOUN
cana-4167	291	22	.	.	PUNCT
cana-4167	292	1	on	on	ADP
cana-4167	292	2	the	the	DET
cana-4167	292	3	receiver	receiver	ADJ
cana-4167	292	4	end	end	NOUN
cana-4167	292	5	,	,	PUNCT
cana-4167	292	6	signature	signature	NOUN
cana-4167	292	7	verification	verification	NOUN
cana-4167	292	8	is	be	AUX
cana-4167	292	9	carried	carry	VERB
cana-4167	292	10	out	out	ADP
cana-4167	292	11	using	use	VERB
cana-4167	292	12	cramer	cramer	PROPN
cana-4167	292	13	's	's	PART
cana-4167	292	14	correlation	correlation	NOUN
cana-4167	292	15	.	.	PUNCT
cana-4167	293	1	if	if	SCONJ
cana-4167	293	2	the	the	DET
cana-4167	293	3	signature	signature	NOUN
cana-4167	293	4	is	be	AUX
cana-4167	293	5	verified	verify	VERB
cana-4167	293	6	,	,	PUNCT
cana-4167	293	7	then	then	ADV
cana-4167	293	8	receiver	receiver	VERB
cana-4167	293	9	node	node	ADJ
cana-4167	293	10	decrypts	decrypt	NOUN
cana-4167	293	11	the	the	DET
cana-4167	293	12	data	data	NOUN
cana-4167	293	13	samples	sample	NOUN
cana-4167	293	14	using	use	VERB
cana-4167	293	15	receiver	receiver	ADJ
cana-4167	293	16	private	private	ADJ
cana-4167	293	17	key	key	NOUN
cana-4167	293	18	.	.	PUNCT
cana-4167	294	1	finally	finally	ADV
cana-4167	294	2	,	,	PUNCT
cana-4167	294	3	the	the	DET
cana-4167	294	4	original	original	ADJ
cana-4167	294	5	data	datum	NOUN
cana-4167	294	6	is	be	AUX
cana-4167	294	7	obtained	obtain	VERB
cana-4167	294	8	.	.	PUNCT
cana-4167	295	1	with	with	ADP
cana-4167	295	2	this	this	PRON
cana-4167	295	3	,	,	PUNCT
cana-4167	295	4	the	the	DET
cana-4167	295	5	secure	secure	ADJ
cana-4167	295	6	data	data	NOUN
cana-4167	295	7	transmission	transmission	NOUN
cana-4167	295	8	is	be	AUX
cana-4167	295	9	achieved	achieve	VERB
cana-4167	295	10	in	in	ADP
cana-4167	295	11	wireless	wireless	ADJ
cana-4167	295	12	network	network	NOUN
cana-4167	295	13	using	use	VERB
cana-4167	295	14	proposed	propose	VERB
cana-4167	295	15	pdrdrn	pdrdrn	NOUN
cana-4167	295	16	-	-	PUNCT
cana-4167	295	17	ksss	ksss	NOUN
cana-4167	295	18	technique	technique	NOUN
cana-4167	295	19	.	.	PUNCT
cana-4167	296	1	4	4	X
cana-4167	296	2	.	.	X
cana-4167	296	3	experimental	experimental	ADJ
cana-4167	296	4	settings	setting	NOUN
cana-4167	296	5	experimental	experimental	ADJ
cana-4167	296	6	evaluations	evaluation	NOUN
cana-4167	296	7	of	of	ADP
cana-4167	296	8	the	the	DET
cana-4167	296	9	proposed	propose	VERB
cana-4167	296	10	pdrdrn	pdrdrn	NOUN
cana-4167	296	11	-	-	PUNCT
cana-4167	296	12	ksss	ksss	NOUN
cana-4167	296	13	technique	technique	NOUN
cana-4167	296	14	is	be	AUX
cana-4167	296	15	implemented	implement	VERB
cana-4167	296	16	using	use	VERB
cana-4167	296	17	python	python	NOUN
cana-4167	296	18	language	language	NOUN
cana-4167	296	19	.	.	PUNCT
cana-4167	297	1	the	the	DET
cana-4167	297	2	performance	performance	NOUN
cana-4167	297	3	of	of	ADP
cana-4167	297	4	cyber	cyber	NOUN
cana-4167	297	5	attack	attack	NOUN
cana-4167	297	6	detection	detection	NOUN
cana-4167	297	7	is	be	AUX
cana-4167	297	8	analyzed	analyze	VERB
cana-4167	297	9	by	by	ADP
cana-4167	297	10	using	use	VERB
cana-4167	297	11	unsw	unsw	NOUN
cana-4167	297	12	-	-	PUNCT
cana-4167	297	13	nb15	nb15	PROPN
cana-4167	297	14	dataset	dataset	NOUN
cana-4167	297	15	.	.	PUNCT
cana-4167	298	1	the	the	DET
cana-4167	298	2	dataset	dataset	NOUN
cana-4167	298	3	is	be	AUX
cana-4167	298	4	collected	collect	VERB
cana-4167	298	5	from	from	ADP
cana-4167	298	6	https://www.kaggle.com/datasets/mrwellsdavid/unsw-nb15	https://www.kaggle.com/datasets/mrwellsdavid/unsw-nb15	NOUN
cana-4167	298	7	.	.	PUNCT
cana-4167	299	1	the	the	DET
cana-4167	299	2	description	description	NOUN
cana-4167	299	3	about	about	ADP
cana-4167	299	4	of	of	ADP
cana-4167	299	5	dataset	dataset	NOUN
cana-4167	299	6	is	be	AUX
cana-4167	299	7	given	give	VERB
cana-4167	299	8	in	in	ADP
cana-4167	299	9	section	section	NOUN
cana-4167	299	10	3.1	3.1	NUM
cana-4167	299	11	.	.	PUNCT
cana-4167	300	1	in	in	ADP
cana-4167	300	2	unsw	unsw	PROPN
cana-4167	300	3	-	-	PUNCT
cana-4167	300	4	nb15	nb15	PROPN
cana-4167	300	5	dataset	dataset	NOUN
cana-4167	300	6	,	,	PUNCT
cana-4167	300	7	every	every	DET
cana-4167	300	8	row	row	NOUN
cana-4167	300	9	is	be	AUX
cana-4167	300	10	classified	classify	VERB
cana-4167	300	11	as	as	ADP
cana-4167	300	12	normal	normal	ADJ
cana-4167	300	13	or	or	CCONJ
cana-4167	300	14	different	different	ADJ
cana-4167	300	15	kinds	kind	NOUN
cana-4167	300	16	attack	attack	NOUN
cana-4167	300	17	.	.	PUNCT
cana-4167	301	1	to	to	PART
cana-4167	301	2	ensure	ensure	VERB
cana-4167	301	3	the	the	DET
cana-4167	301	4	fair	fair	ADJ
cana-4167	301	5	comparison	comparison	NOUN
cana-4167	301	6	,	,	PUNCT
cana-4167	301	7	100000	100000	NUM
cana-4167	301	8	data	datum	NOUN
cana-4167	301	9	samples	sample	NOUN
cana-4167	301	10	is	be	AUX
cana-4167	301	11	used	use	VERB
cana-4167	301	12	in	in	ADP
cana-4167	301	13	the	the	DET
cana-4167	301	14	result	result	NOUN
cana-4167	301	15	analysis	analysis	NOUN
cana-4167	301	16	.	.	PUNCT
cana-4167	302	1	the	the	DET
cana-4167	302	2	performance	performance	NOUN
cana-4167	302	3	of	of	ADP
cana-4167	302	4	proposed	propose	VERB
cana-4167	302	5	pdrdrn	pdrdrn	NOUN
cana-4167	302	6	-	-	PUNCT
cana-4167	302	7	ksss	ksss	NOUN
cana-4167	302	8	method	method	NOUN
cana-4167	302	9	is	be	AUX
cana-4167	302	10	compared	compare	VERB
cana-4167	302	11	with	with	ADP
cana-4167	302	12	conventional	conventional	ADJ
cana-4167	302	13	methods	method	NOUN
cana-4167	302	14	such	such	ADJ
cana-4167	302	15	as	as	ADP
cana-4167	302	16	bsdn	bsdn	NOUN
cana-4167	302	17	-	-	PUNCT
cana-4167	302	18	hmtd	hmtd	NOUN
cana-4167	302	19	and	and	CCONJ
cana-4167	302	20	fbmp	fbmp	NOUN
cana-4167	302	21	-	-	PUNCT
cana-4167	302	22	ids	id	NOUN
cana-4167	302	23	.	.	PUNCT
cana-4167	303	1	both	both	DET
cana-4167	303	2	the	the	DET
cana-4167	303	3	proposed	propose	VERB
cana-4167	303	4	and	and	CCONJ
cana-4167	303	5	existing	exist	VERB
cana-4167	303	6	methods	method	NOUN
cana-4167	303	7	are	be	AUX
cana-4167	303	8	examined	examine	VERB
cana-4167	303	9	in	in	ADP
cana-4167	303	10	terms	term	NOUN
cana-4167	303	11	of	of	ADP
cana-4167	303	12	different	different	ADJ
cana-4167	303	13	performance	performance	NOUN
cana-4167	303	14	metrics	metric	NOUN
cana-4167	303	15	as	as	SCONJ
cana-4167	303	16	given	give	VERB
cana-4167	303	17	below	below	ADV
cana-4167	303	18	.	.	PUNCT
cana-4167	304	1	5	5	X
cana-4167	304	2	.	.	NOUN
cana-4167	304	3	results	result	NOUN
cana-4167	304	4	and	and	CCONJ
cana-4167	304	5	discussion	discussion	NOUN
cana-4167	304	6	in	in	ADP
cana-4167	304	7	this	this	DET
cana-4167	304	8	section	section	NOUN
cana-4167	304	9	,	,	PUNCT
cana-4167	304	10	the	the	DET
cana-4167	304	11	performance	performance	NOUN
cana-4167	304	12	of	of	ADP
cana-4167	304	13	proposed	propose	VERB
cana-4167	304	14	pdrdrn	pdrdrn	NOUN
cana-4167	304	15	-	-	PUNCT
cana-4167	304	16	ksss	ksss	NOUN
cana-4167	304	17	method	method	NOUN
cana-4167	304	18	technique	technique	NOUN
cana-4167	304	19	is	be	AUX
cana-4167	304	20	analyzed	analyze	VERB
cana-4167	304	21	and	and	CCONJ
cana-4167	304	22	compared	compare	VERB
cana-4167	304	23	with	with	ADP
cana-4167	304	24	conventional	conventional	ADJ
cana-4167	304	25	bsdn	bsdn	NOUN
cana-4167	304	26	-	-	PUNCT
cana-4167	304	27	hmtd	hmtd	NOUN
cana-4167	304	28	and	and	CCONJ
cana-4167	304	29	fbmp	fbmp	NOUN
cana-4167	304	30	-	-	PUNCT
cana-4167	304	31	ids	ids	NOUN
cana-4167	304	32	in	in	ADP
cana-4167	304	33	terms	term	NOUN
cana-4167	304	34	of	of	ADP
cana-4167	304	35	different	different	ADJ
cana-4167	304	36	metrics	metric	NOUN
cana-4167	304	37	such	such	ADJ
cana-4167	304	38	as	as	ADP
cana-4167	304	39	attack	attack	NOUN
cana-4167	304	40	detection	detection	NOUN
cana-4167	304	41	accuracy	accuracy	NOUN
cana-4167	304	42	,	,	PUNCT
cana-4167	304	43	precision	precision	NOUN
cana-4167	304	44	,	,	PUNCT
cana-4167	304	45	recall	recall	NOUN
cana-4167	304	46	,	,	PUNCT
cana-4167	304	47	attack	attack	NOUN
cana-4167	304	48	detection	detection	NOUN
cana-4167	304	49	time	time	NOUN
cana-4167	304	50	,	,	PUNCT
cana-4167	304	51	data	datum	NOUN
cana-4167	304	52	confidentiality	confidentiality	NOUN
cana-4167	304	53	rate	rate	NOUN
cana-4167	304	54	and	and	CCONJ
cana-4167	304	55	data	datum	NOUN
cana-4167	304	56	integrity	integrity	NOUN
cana-4167	304	57	rate	rate	NOUN
cana-4167	304	58	.	.	PUNCT
cana-4167	305	1	https://www.kaggle.com/datasets/mrwellsdavid/unsw-nb15	https://www.kaggle.com/datasets/mrwellsdavid/unsw-nb15	VERB
cana-4167	305	2	communications	communication	NOUN
cana-4167	305	3	on	on	ADP
cana-4167	305	4	applied	apply	VERB
cana-4167	305	5	nonlinear	nonlinear	ADJ
cana-4167	305	6	analysis	analysis	NOUN
cana-4167	305	7	issn	issn	NOUN
cana-4167	305	8	:	:	PUNCT
cana-4167	305	9	1074	1074	NUM
cana-4167	305	10	-	-	PUNCT
cana-4167	305	11	133x	133x	NUM
cana-4167	305	12	vol	vol	NOUN
cana-4167	305	13	32	32	NUM
cana-4167	305	14	no	no	NOUN
cana-4167	305	15	.	.	PUNCT
cana-4167	306	1	9s	9s	NUM
cana-4167	306	2	(	(	PUNCT
cana-4167	306	3	2025	2025	NUM
cana-4167	306	4	)	)	PUNCT
cana-4167	306	5	1440	1440	NUM
cana-4167	306	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4167	306	7	5.1	5.1	NUM
cana-4167	306	8	inferences	inference	NOUN
cana-4167	306	9	cyber	cyber	NOUN
cana-4167	306	10	attack	attack	NOUN
cana-4167	306	11	detection	detection	NOUN
cana-4167	306	12	is	be	AUX
cana-4167	306	13	critical	critical	ADJ
cana-4167	306	14	in	in	ADP
cana-4167	306	15	wireless	wireless	ADJ
cana-4167	306	16	network	network	NOUN
cana-4167	306	17	where	where	SCONJ
cana-4167	306	18	it	it	PRON
cana-4167	306	19	needs	need	VERB
cana-4167	306	20	to	to	PART
cana-4167	306	21	identify	identify	VERB
cana-4167	306	22	the	the	DET
cana-4167	306	23	abnormal	abnormal	ADJ
cana-4167	306	24	network	network	NOUN
cana-4167	306	25	behavior	behavior	NOUN
cana-4167	306	26	and	and	CCONJ
cana-4167	306	27	possible	possible	ADJ
cana-4167	306	28	intrusions	intrusion	NOUN
cana-4167	306	29	.	.	PUNCT
cana-4167	307	1	the	the	DET
cana-4167	307	2	utilization	utilization	NOUN
cana-4167	307	3	of	of	ADP
cana-4167	307	4	pdrdrn	pdrdrn	NOUN
cana-4167	307	5	-	-	PUNCT
cana-4167	307	6	ksss	ksss	NOUN
cana-4167	307	7	technique	technique	NOUN
cana-4167	307	8	for	for	ADP
cana-4167	307	9	offers	offer	NOUN
cana-4167	307	10	a	a	DET
cana-4167	307	11	sophisticated	sophisticated	ADJ
cana-4167	307	12	,	,	PUNCT
cana-4167	307	13	multi	multi	ADJ
cana-4167	307	14	-	-	ADJ
cana-4167	307	15	layered	layered	ADJ
cana-4167	307	16	approach	approach	NOUN
cana-4167	307	17	for	for	ADP
cana-4167	307	18	cyber	cyber	ADJ
cana-4167	307	19	security	security	NOUN
cana-4167	307	20	.	.	PUNCT
cana-4167	308	1	probabilistic	probabilistic	PROPN
cana-4167	308	2	deming	deming	PROPN
cana-4167	308	3	regressive	regressive	ADJ
cana-4167	308	4	similarity	similarity	NOUN
cana-4167	308	5	indexed	index	VERB
cana-4167	308	6	deep	deep	ADJ
cana-4167	308	7	recursive	recursive	ADJ
cana-4167	308	8	neural	neural	ADJ
cana-4167	308	9	network	network	NOUN
cana-4167	308	10	enhances	enhance	VERB
cana-4167	308	11	the	the	DET
cana-4167	308	12	detection	detection	NOUN
cana-4167	308	13	of	of	ADP
cana-4167	308	14	complex	complex	ADJ
cana-4167	308	15	,	,	PUNCT
cana-4167	308	16	evolving	evolve	VERB
cana-4167	308	17	threats	threat	NOUN
cana-4167	308	18	by	by	ADP
cana-4167	308	19	leveraging	leverage	VERB
cana-4167	308	20	dl	dl	PROPN
cana-4167	308	21	model	model	NOUN
cana-4167	308	22	with	with	ADP
cana-4167	308	23	higher	high	ADJ
cana-4167	308	24	accuracy	accuracy	NOUN
cana-4167	308	25	.	.	PUNCT
cana-4167	309	1	the	the	DET
cana-4167	309	2	attack	attack	NOUN
cana-4167	309	3	detection	detection	NOUN
cana-4167	309	4	model	model	NOUN
cana-4167	309	5	coupled	couple	VERB
cana-4167	309	6	with	with	ADP
cana-4167	309	7	the	the	DET
cana-4167	309	8	cryptography	cryptography	NOUN
cana-4167	309	9	model	model	NOUN
cana-4167	309	10	(	(	PUNCT
cana-4167	309	11	cramer	cramer	PROPN
cana-4167	309	12	's	's	PART
cana-4167	309	13	correlated	correlate	VERB
cana-4167	309	14	kupyna	kupyna	PROPN
cana-4167	309	15	schmidt	schmidt	PROPN
cana-4167	309	16	-	-	PUNCT
cana-4167	309	17	samoa	samoa	PROPN
cana-4167	309	18	signcryption	signcryption	NOUN
cana-4167	309	19	)	)	PUNCT
cana-4167	309	20	ensures	ensure	VERB
cana-4167	309	21	robust	robust	ADJ
cana-4167	309	22	,	,	PUNCT
cana-4167	309	23	efficient	efficient	ADJ
cana-4167	309	24	signcryption	signcryption	NOUN
cana-4167	309	25	for	for	ADP
cana-4167	309	26	data	datum	NOUN
cana-4167	309	27	in	in	ADP
cana-4167	309	28	transmission	transmission	NOUN
cana-4167	309	29	.	.	PUNCT
cana-4167	310	1	this	this	DET
cana-4167	310	2	combination	combination	NOUN
cana-4167	310	3	gives	give	VERB
cana-4167	310	4	a	a	DET
cana-4167	310	5	dynamic	dynamic	ADJ
cana-4167	310	6	,	,	PUNCT
cana-4167	310	7	adaptive	adaptive	ADJ
cana-4167	310	8	defense	defense	NOUN
cana-4167	310	9	against	against	ADP
cana-4167	310	10	both	both	CCONJ
cana-4167	310	11	known	know	VERB
cana-4167	310	12	and	and	CCONJ
cana-4167	310	13	new	new	ADJ
cana-4167	310	14	cyber	cyber	NOUN
cana-4167	310	15	threats	threat	NOUN
cana-4167	310	16	.	.	PUNCT
cana-4167	311	1	with	with	ADP
cana-4167	311	2	this	this	PRON
cana-4167	311	3	,	,	PUNCT
cana-4167	311	4	proposed	propose	VERB
cana-4167	311	5	pdrdrn	pdrdrn	NOUN
cana-4167	311	6	-	-	PUNCT
cana-4167	311	7	ksss	ksss	NOUN
cana-4167	311	8	method	method	NOUN
cana-4167	311	9	offers	offer	VERB
cana-4167	311	10	advanced	advanced	ADJ
cana-4167	311	11	protection	protection	NOUN
cana-4167	311	12	and	and	CCONJ
cana-4167	311	13	real	real	ADJ
cana-4167	311	14	-	-	PUNCT
cana-4167	311	15	time	time	NOUN
cana-4167	311	16	threat	threat	NOUN
cana-4167	311	17	response	response	NOUN
cana-4167	311	18	,	,	PUNCT
cana-4167	311	19	and	and	CCONJ
cana-4167	311	20	efficient	efficient	ADJ
cana-4167	311	21	management	management	NOUN
cana-4167	311	22	of	of	ADP
cana-4167	311	23	secure	secure	ADJ
cana-4167	311	24	data	datum	NOUN
cana-4167	311	25	transmission	transmission	NOUN
cana-4167	311	26	between	between	ADP
cana-4167	311	27	sender	sender	NOUN
cana-4167	311	28	and	and	CCONJ
cana-4167	311	29	receiver	receiver	NOUN
cana-4167	311	30	in	in	ADP
cana-4167	311	31	the	the	DET
cana-4167	311	32	wireless	wireless	ADJ
cana-4167	311	33	network	network	NOUN
cana-4167	311	34	is	be	AUX
cana-4167	311	35	achieved	achieve	VERB
cana-4167	311	36	.	.	PUNCT
cana-4167	312	1	additionally	additionally	ADV
cana-4167	312	2	,	,	PUNCT
cana-4167	312	3	signcryption	signcryption	NOUN
cana-4167	312	4	and	and	CCONJ
cana-4167	312	5	unsigncyption	unsigncyption	NOUN
cana-4167	312	6	process	process	NOUN
cana-4167	312	7	during	during	ADP
cana-4167	312	8	the	the	DET
cana-4167	312	9	data	data	NOUN
cana-4167	312	10	transmission	transmission	NOUN
cana-4167	312	11	enhances	enhance	VERB
cana-4167	312	12	the	the	DET
cana-4167	312	13	data	datum	NOUN
cana-4167	312	14	confidentiality	confidentiality	NOUN
cana-4167	312	15	and	and	CCONJ
cana-4167	312	16	integrity	integrity	NOUN
cana-4167	312	17	in	in	ADP
cana-4167	312	18	wireless	wireless	ADJ
cana-4167	312	19	networks	network	NOUN
cana-4167	312	20	.	.	PUNCT
cana-4167	313	1	5.2	5.2	NUM
cana-4167	313	2	performance	performance	NOUN
cana-4167	313	3	of	of	ADP
cana-4167	313	4	attack	attack	NOUN
cana-4167	313	5	detection	detection	NOUN
cana-4167	313	6	accuracy	accuracy	NOUN
cana-4167	313	7	it	it	PRON
cana-4167	313	8	is	be	AUX
cana-4167	313	9	defined	define	VERB
cana-4167	313	10	as	as	ADP
cana-4167	313	11	the	the	DET
cana-4167	313	12	proportion	proportion	NOUN
cana-4167	313	13	of	of	ADP
cana-4167	313	14	number	number	NOUN
cana-4167	313	15	of	of	ADP
cana-4167	313	16	data	data	NOUN
cana-4167	313	17	samples	sample	NOUN
cana-4167	313	18	rightly	rightly	ADV
cana-4167	313	19	categorized	categorize	VERB
cana-4167	313	20	as	as	ADP
cana-4167	313	21	attacks	attack	NOUN
cana-4167	313	22	or	or	CCONJ
cana-4167	313	23	normal	normal	ADJ
cana-4167	313	24	to	to	ADP
cana-4167	313	25	the	the	DET
cana-4167	313	26	total	total	ADJ
cana-4167	313	27	data	data	NOUN
cana-4167	313	28	samples	sample	NOUN
cana-4167	313	29	.	.	PUNCT
cana-4167	314	1	attack	attack	NOUN
cana-4167	314	2	detection	detection	NOUN
cana-4167	314	3	accuracy	accuracy	NOUN
cana-4167	314	4	is	be	AUX
cana-4167	314	5	computed	compute	VERB
cana-4167	314	6	as	as	ADP
cana-4167	314	7	given	give	VERB
cana-4167	314	8	below	below	ADV
cana-4167	314	9	.	.	PUNCT
cana-4167	315	1	𝐴𝐷𝐴	𝐴𝐷𝐴	PROPN
cana-4167	315	2	=	=	PUNCT
cana-4167	316	1	(	(	PUNCT
cana-4167	316	2	𝑇𝑝+	𝑇𝑝+	PROPN
cana-4167	316	3	𝑇𝑛	𝑇𝑛	ADV
cana-4167	316	4	𝑇𝑝+𝐹𝑝+	𝑇𝑝+𝐹𝑝+	PUNCT
cana-4167	316	5	𝑇𝑛+𝐹𝑛	𝑇𝑛+𝐹𝑛	PROPN
cana-4167	316	6	)	)	PUNCT
cana-4167	316	7	∗	∗	NOUN
cana-4167	316	8	100	100	NUM
cana-4167	316	9	(	(	PUNCT
cana-4167	316	10	15	15	NUM
cana-4167	316	11	)	)	PUNCT
cana-4167	316	12	where	where	SCONJ
cana-4167	316	13	‘	'	PUNCT
cana-4167	316	14	𝐴𝐷𝐴	𝐴𝐷𝐴	PROPN
cana-4167	316	15	’	'	PUNCT
cana-4167	316	16	indicates	indicate	VERB
cana-4167	316	17	attack	attack	NOUN
cana-4167	316	18	detection	detection	NOUN
cana-4167	316	19	accuracy	accuracy	NOUN
cana-4167	316	20	,	,	PUNCT
cana-4167	316	21	‘	'	PUNCT
cana-4167	316	22	𝑇𝑝	𝑇𝑝	VERB
cana-4167	316	23	’	'	PUNCT
cana-4167	316	24	point	point	NOUN
cana-4167	316	25	outs	out	NOUN
cana-4167	316	26	a	a	DET
cana-4167	316	27	true	true	ADJ
cana-4167	316	28	positive	positive	ADJ
cana-4167	316	29	,	,	PUNCT
cana-4167	316	30	‘	'	PUNCT
cana-4167	316	31	𝐹𝑝	𝐹𝑝	NOUN
cana-4167	316	32	’	'	PUNCT
cana-4167	316	33	point	point	NOUN
cana-4167	316	34	outs	out	NOUN
cana-4167	316	35	a	a	DET
cana-4167	316	36	false	false	ADJ
cana-4167	316	37	positive	positive	ADJ
cana-4167	316	38	,	,	PUNCT
cana-4167	316	39	‘	'	PUNCT
cana-4167	316	40	𝑇𝑛	𝑇𝑛	NOUN
cana-4167	316	41	’	'	PUNCT
cana-4167	316	42	refers	refer	VERB
cana-4167	316	43	a	a	DET
cana-4167	316	44	true	true	ADJ
cana-4167	316	45	negative	negative	ADJ
cana-4167	316	46	,	,	PUNCT
cana-4167	316	47	‘	'	PUNCT
cana-4167	316	48	𝐹𝑛	𝐹𝑛	PROPN
cana-4167	316	49	’	'	PUNCT
cana-4167	316	50	refers	refer	VERB
cana-4167	316	51	a	a	DET
cana-4167	316	52	negative	negative	NOUN
cana-4167	316	53	.	.	PUNCT
cana-4167	317	1	it	it	PRON
cana-4167	317	2	is	be	AUX
cana-4167	317	3	calculated	calculate	VERB
cana-4167	317	4	in	in	ADP
cana-4167	317	5	terms	term	NOUN
cana-4167	317	6	of	of	ADP
cana-4167	317	7	percentage	percentage	NOUN
cana-4167	317	8	(	(	PUNCT
cana-4167	317	9	%	%	NOUN
cana-4167	317	10	)	)	PUNCT
cana-4167	317	11	.	.	PUNCT
cana-4167	318	1	table	table	NOUN
cana-4167	318	2	2	2	NUM
cana-4167	318	3	comparison	comparison	NOUN
cana-4167	318	4	of	of	ADP
cana-4167	318	5	attack	attack	NOUN
cana-4167	318	6	detection	detection	NOUN
cana-4167	318	7	accuracy	accuracy	NOUN
cana-4167	318	8	number	number	NOUN
cana-4167	318	9	of	of	ADP
cana-4167	318	10	data	datum	NOUN
cana-4167	318	11	samples	sample	NOUN
cana-4167	318	12	attack	attack	NOUN
cana-4167	318	13	detection	detection	NOUN
cana-4167	318	14	accuracy	accuracy	NOUN
cana-4167	318	15	(	(	PUNCT
cana-4167	318	16	%	%	INTJ
cana-4167	318	17	)	)	PUNCT
cana-4167	318	18	pdrdrnksss	pdrdrnksss	NOUN
cana-4167	318	19	bsdn	bsdn	NOUN
cana-4167	318	20	-	-	PUNCT
cana-4167	318	21	hmtd	hmtd	NOUN
cana-4167	318	22	[	[	X
cana-4167	318	23	1	1	NUM
cana-4167	318	24	]	]	X
cana-4167	318	25	fbmp	fbmp	ADJ
cana-4167	318	26	-	-	PUNCT
cana-4167	318	27	ids	ids	NOUN
cana-4167	319	1	[	[	X
cana-4167	319	2	2	2	NUM
cana-4167	319	3	]	]	PUNCT
cana-4167	319	4	10000	10000	NUM
cana-4167	319	5	96.8	96.8	NUM
cana-4167	319	6	91.58	91.58	NUM
cana-4167	319	7	90.45	90.45	NUM
cana-4167	319	8	20000	20000	NUM
cana-4167	319	9	96.98	96.98	NUM
cana-4167	319	10	91.62	91.62	NUM
cana-4167	319	11	90.12	90.12	NUM
cana-4167	319	12	30000	30000	NUM
cana-4167	319	13	98.63	98.63	NUM
cana-4167	319	14	91.89	91.89	NUM
cana-4167	319	15	90.58	90.58	NUM
cana-4167	319	16	40000	40000	NUM
cana-4167	320	1	97.52	97.52	NUM
cana-4167	320	2	92.36	92.36	NUM
cana-4167	320	3	90.12	90.12	NUM
cana-4167	320	4	50000	50000	NUM
cana-4167	320	5	97.12	97.12	NUM
cana-4167	320	6	92.69	92.69	NUM
cana-4167	320	7	90.05	90.05	NUM
cana-4167	320	8	60000	60000	NUM
cana-4167	320	9	97.63	97.63	NUM
cana-4167	320	10	91.25	91.25	NUM
cana-4167	320	11	89.25	89.25	NUM
cana-4167	320	12	70000	70000	NUM
cana-4167	320	13	97.25	97.25	NUM
cana-4167	320	14	92.58	92.58	NUM
cana-4167	320	15	90.25	90.25	NUM
cana-4167	320	16	80000	80000	NUM
cana-4167	320	17	96.64	96.64	NUM
cana-4167	320	18	92.64	92.64	NUM
cana-4167	320	19	89.14	89.14	NUM
cana-4167	320	20	90000	90000	NUM
cana-4167	320	21	97.05	97.05	NUM
cana-4167	320	22	91.75	91.75	NUM
cana-4167	320	23	90.36	90.36	NUM
cana-4167	320	24	100000	100000	NUM
cana-4167	320	25	97.12	97.12	NUM
cana-4167	320	26	92.63	92.63	NUM
cana-4167	320	27	90.68	90.68	NUM
cana-4167	320	28	communications	communication	NOUN
cana-4167	320	29	on	on	ADP
cana-4167	320	30	applied	apply	VERB
cana-4167	320	31	nonlinear	nonlinear	ADJ
cana-4167	320	32	analysis	analysis	NOUN
cana-4167	320	33	issn	issn	NOUN
cana-4167	320	34	:	:	PUNCT
cana-4167	320	35	1074	1074	NUM
cana-4167	320	36	-	-	PUNCT
cana-4167	320	37	133x	133x	NUM
cana-4167	320	38	vol	vol	NOUN
cana-4167	320	39	32	32	NUM
cana-4167	320	40	no	no	NOUN
cana-4167	320	41	.	.	PUNCT
cana-4167	321	1	9s	9s	NUM
cana-4167	321	2	(	(	PUNCT
cana-4167	321	3	2025	2025	NUM
cana-4167	321	4	)	)	PUNCT
cana-4167	321	5	1441	1441	NUM
cana-4167	322	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4167	322	2	figure	figure	NOUN
cana-4167	322	3	6	6	NUM
cana-4167	322	4	results	result	NOUN
cana-4167	322	5	of	of	ADP
cana-4167	322	6	attack	attack	NOUN
cana-4167	322	7	detection	detection	NOUN
cana-4167	322	8	accuracy	accuracy	NOUN
cana-4167	322	9	figure	figure	NOUN
cana-4167	322	10	6	6	NUM
cana-4167	322	11	depicts	depict	VERB
cana-4167	322	12	the	the	DET
cana-4167	322	13	experimental	experimental	ADJ
cana-4167	322	14	results	result	NOUN
cana-4167	322	15	of	of	ADP
cana-4167	322	16	attack	attack	NOUN
cana-4167	322	17	detection	detection	NOUN
cana-4167	322	18	accuracy	accuracy	NOUN
cana-4167	322	19	with	with	ADP
cana-4167	322	20	respect	respect	NOUN
cana-4167	322	21	to	to	ADP
cana-4167	322	22	the	the	DET
cana-4167	322	23	different	different	ADJ
cana-4167	322	24	number	number	NOUN
cana-4167	322	25	of	of	ADP
cana-4167	322	26	data	datum	NOUN
cana-4167	322	27	samples	sample	NOUN
cana-4167	322	28	.	.	PUNCT
cana-4167	323	1	during	during	ADP
cana-4167	323	2	the	the	DET
cana-4167	323	3	simulation	simulation	NOUN
cana-4167	323	4	conduction	conduction	NOUN
cana-4167	323	5	,	,	PUNCT
cana-4167	323	6	the	the	DET
cana-4167	323	7	performance	performance	NOUN
cana-4167	323	8	of	of	ADP
cana-4167	323	9	attack	attack	NOUN
cana-4167	323	10	detection	detection	NOUN
cana-4167	323	11	accuracy	accuracy	NOUN
cana-4167	323	12	for	for	ADP
cana-4167	323	13	proposed	propose	VERB
cana-4167	323	14	pdrdrn	pdrdrn	NOUN
cana-4167	323	15	-	-	PUNCT
cana-4167	323	16	ksss	ksss	NOUN
cana-4167	323	17	technique	technique	NOUN
cana-4167	323	18	is	be	AUX
cana-4167	323	19	compared	compare	VERB
cana-4167	323	20	with	with	ADP
cana-4167	323	21	the	the	DET
cana-4167	323	22	existing	exist	VERB
cana-4167	323	23	methods	method	NOUN
cana-4167	323	24	.	.	PUNCT
cana-4167	324	1	for	for	ADP
cana-4167	324	2	the	the	DET
cana-4167	324	3	experiments	experiment	NOUN
cana-4167	324	4	setup	setup	NOUN
cana-4167	324	5	,	,	PUNCT
cana-4167	324	6	the	the	DET
cana-4167	324	7	number	number	NOUN
cana-4167	324	8	of	of	ADP
cana-4167	324	9	sample	sample	NOUN
cana-4167	324	10	data	datum	NOUN
cana-4167	324	11	is	be	AUX
cana-4167	324	12	considered	consider	VERB
cana-4167	324	13	as	as	ADP
cana-4167	324	14	a	a	DET
cana-4167	324	15	range	range	NOUN
cana-4167	324	16	from	from	ADP
cana-4167	324	17	10000	10000	NUM
cana-4167	324	18	to	to	ADP
cana-4167	324	19	100000	100000	NUM
cana-4167	324	20	.	.	PUNCT
cana-4167	325	1	through	through	ADP
cana-4167	325	2	the	the	DET
cana-4167	325	3	experiments	experiment	NOUN
cana-4167	325	4	,	,	PUNCT
cana-4167	325	5	the	the	DET
cana-4167	325	6	attack	attack	NOUN
cana-4167	325	7	detection	detection	NOUN
cana-4167	325	8	accuracy	accuracy	NOUN
cana-4167	325	9	is	be	AUX
cana-4167	325	10	successfully	successfully	ADV
cana-4167	325	11	increased	increase	VERB
cana-4167	325	12	with	with	ADP
cana-4167	325	13	the	the	DET
cana-4167	325	14	help	help	NOUN
cana-4167	325	15	of	of	ADP
cana-4167	325	16	all	all	DET
cana-4167	325	17	the	the	DET
cana-4167	325	18	three	three	NUM
cana-4167	325	19	methods	method	NOUN
cana-4167	325	20	.	.	PUNCT
cana-4167	326	1	as	as	SCONJ
cana-4167	326	2	compared	compare	VERB
cana-4167	326	3	to	to	ADP
cana-4167	326	4	existing	exist	VERB
cana-4167	326	5	methods	method	NOUN
cana-4167	326	6	,	,	PUNCT
cana-4167	326	7	attack	attack	NOUN
cana-4167	326	8	detection	detection	NOUN
cana-4167	326	9	accuracy	accuracy	NOUN
cana-4167	326	10	using	use	VERB
cana-4167	326	11	proposed	propose	VERB
cana-4167	326	12	pdrdrn	pdrdrn	NOUN
cana-4167	326	13	-	-	PUNCT
cana-4167	326	14	ksss	ksss	NOUN
cana-4167	326	15	technique	technique	NOUN
cana-4167	326	16	is	be	AUX
cana-4167	326	17	significantly	significantly	ADV
cana-4167	326	18	enhanced	enhance	VERB
cana-4167	326	19	.	.	PUNCT
cana-4167	327	1	with	with	ADP
cana-4167	327	2	the	the	DET
cana-4167	327	3	input	input	NOUN
cana-4167	327	4	of	of	ADP
cana-4167	327	5	10000	10000	NUM
cana-4167	327	6	data	datum	NOUN
cana-4167	327	7	samples	sample	NOUN
cana-4167	327	8	,	,	PUNCT
cana-4167	327	9	attack	attack	NOUN
cana-4167	327	10	detection	detection	NOUN
cana-4167	327	11	accuracy	accuracy	NOUN
cana-4167	327	12	of	of	ADP
cana-4167	327	13	pdrdrn	pdrdrn	NOUN
cana-4167	327	14	-	-	PUNCT
cana-4167	327	15	ksss	ksss	NOUN
cana-4167	327	16	technique	technique	NOUN
cana-4167	327	17	is	be	AUX
cana-4167	327	18	obtained	obtain	VERB
cana-4167	327	19	as	as	ADP
cana-4167	327	20	96.8	96.8	NUM
cana-4167	327	21	%	%	NOUN
cana-4167	327	22	,	,	PUNCT
cana-4167	327	23	whereas	whereas	SCONJ
cana-4167	327	24	bsdn	bsdn	NOUN
cana-4167	327	25	-	-	PUNCT
cana-4167	327	26	hmtd	hmtd	NOUN
cana-4167	327	27	[	[	X
cana-4167	327	28	1	1	NUM
cana-4167	327	29	]	]	PUNCT
cana-4167	327	30	and	and	CCONJ
cana-4167	327	31	fbmp	fbmp	NOUN
cana-4167	327	32	-	-	PUNCT
cana-4167	327	33	ids	ids	NOUN
cana-4167	327	34	[	[	X
cana-4167	327	35	2	2	NUM
cana-4167	327	36	]	]	PUNCT
cana-4167	327	37	obtains	obtain	VERB
cana-4167	327	38	91.58	91.58	NUM
cana-4167	327	39	%	%	NOUN
cana-4167	327	40	,	,	PUNCT
cana-4167	327	41	and	and	CCONJ
cana-4167	327	42	90.45	90.45	NUM
cana-4167	327	43	%	%	NOUN
cana-4167	327	44	of	of	ADP
cana-4167	327	45	accuracy	accuracy	NOUN
cana-4167	327	46	respectively	respectively	ADV
cana-4167	327	47	.	.	PUNCT
cana-4167	328	1	similarly	similarly	ADV
cana-4167	328	2	,	,	PUNCT
cana-4167	328	3	the	the	DET
cana-4167	328	4	accuracy	accuracy	NOUN
cana-4167	328	5	result	result	NOUN
cana-4167	328	6	for	for	ADP
cana-4167	328	7	remaining	remain	VERB
cana-4167	328	8	runs	run	NOUN
cana-4167	328	9	is	be	AUX
cana-4167	328	10	computed	compute	VERB
cana-4167	328	11	.	.	PUNCT
cana-4167	329	1	the	the	DET
cana-4167	329	2	average	average	ADJ
cana-4167	329	3	attack	attack	NOUN
cana-4167	329	4	detection	detection	NOUN
cana-4167	329	5	accuracy	accuracy	NOUN
cana-4167	329	6	of	of	ADP
cana-4167	329	7	proposed	propose	VERB
cana-4167	329	8	pdrdrnksss	pdrdrnksss	NOUN
cana-4167	329	9	technique	technique	NOUN
cana-4167	329	10	is	be	AUX
cana-4167	329	11	obtained	obtain	VERB
cana-4167	329	12	as	as	ADP
cana-4167	329	13	6	6	NUM
cana-4167	329	14	%	%	NOUN
cana-4167	329	15	and	and	CCONJ
cana-4167	329	16	8	8	NUM
cana-4167	329	17	%	%	NOUN
cana-4167	329	18	compared	compare	VERB
cana-4167	329	19	to	to	ADP
cana-4167	329	20	bsdn	bsdn	NOUN
cana-4167	329	21	-	-	PUNCT
cana-4167	329	22	hmtd	hmtd	NOUN
cana-4167	329	23	[	[	X
cana-4167	329	24	1	1	NUM
cana-4167	329	25	]	]	PUNCT
cana-4167	329	26	and	and	CCONJ
cana-4167	329	27	fbmp	fbmp	NOUN
cana-4167	329	28	-	-	PUNCT
cana-4167	329	29	ids	ids	NOUN
cana-4167	329	30	[	[	X
cana-4167	329	31	2	2	NUM
cana-4167	329	32	]	]	PUNCT
cana-4167	329	33	respectively	respectively	ADV
cana-4167	329	34	.	.	PUNCT
cana-4167	330	1	this	this	DET
cana-4167	330	2	higher	high	ADJ
cana-4167	330	3	accuracy	accuracy	NOUN
cana-4167	330	4	is	be	AUX
cana-4167	330	5	achieved	achieve	VERB
cana-4167	330	6	through	through	ADP
cana-4167	330	7	the	the	DET
cana-4167	330	8	utilization	utilization	NOUN
cana-4167	330	9	of	of	ADP
cana-4167	330	10	probabilistic	probabilistic	ADJ
cana-4167	330	11	deming	deming	PROPN
cana-4167	330	12	regressive	regressive	ADJ
cana-4167	330	13	similarity	similarity	NOUN
cana-4167	330	14	indexed	index	VERB
cana-4167	330	15	deep	deep	ADJ
cana-4167	330	16	recursive	recursive	ADJ
cana-4167	330	17	network	network	NOUN
cana-4167	330	18	to	to	PART
cana-4167	330	19	accurately	accurately	ADV
cana-4167	330	20	classify	classify	VERB
cana-4167	330	21	the	the	DET
cana-4167	330	22	data	data	NOUN
cana-4167	330	23	samples	sample	NOUN
cana-4167	330	24	into	into	ADP
cana-4167	330	25	normal	normal	ADJ
cana-4167	330	26	and	and	CCONJ
cana-4167	330	27	attack	attack	NOUN
cana-4167	330	28	samples	sample	NOUN
cana-4167	330	29	.	.	PUNCT
cana-4167	331	1	5.3	5.3	NUM
cana-4167	331	2	performance	performance	NOUN
cana-4167	331	3	of	of	ADP
cana-4167	331	4	precision	precision	NOUN
cana-4167	331	5	precision	precision	NOUN
cana-4167	331	6	is	be	AUX
cana-4167	331	7	determined	determine	VERB
cana-4167	331	8	as	as	ADP
cana-4167	331	9	the	the	DET
cana-4167	331	10	proportion	proportion	NOUN
cana-4167	331	11	of	of	ADP
cana-4167	331	12	true	true	ADJ
cana-4167	331	13	positives	positive	NOUN
cana-4167	331	14	to	to	ADP
cana-4167	331	15	the	the	DET
cana-4167	331	16	entire	entire	ADJ
cana-4167	331	17	number	number	NOUN
cana-4167	331	18	of	of	ADP
cana-4167	331	19	detection	detection	NOUN
cana-4167	331	20	.	.	PUNCT
cana-4167	332	1	it	it	PRON
cana-4167	332	2	is	be	AUX
cana-4167	332	3	calculated	calculate	VERB
cana-4167	332	4	as	as	SCONJ
cana-4167	332	5	follows	follow	VERB
cana-4167	332	6	.	.	PUNCT
cana-4167	333	1	𝑃𝐶	𝑃𝐶	PROPN
cana-4167	334	1	=	=	NOUN
cana-4167	334	2	(	(	PUNCT
cana-4167	334	3	𝑇𝑝	𝑇𝑝	ADP
cana-4167	334	4	𝑇𝑝+𝐹𝑝	𝑇𝑝+𝐹𝑝	PROPN
cana-4167	334	5	)	)	PUNCT
cana-4167	334	6	(	(	PUNCT
cana-4167	334	7	16	16	NUM
cana-4167	334	8	)	)	PUNCT
cana-4167	334	9	where	where	SCONJ
cana-4167	334	10	‘	'	PUNCT
cana-4167	334	11	𝑃𝐶	𝑃𝐶	PROPN
cana-4167	334	12	’	'	PUNCT
cana-4167	334	13	indicates	indicate	VERB
cana-4167	334	14	a	a	DET
cana-4167	334	15	precision	precision	NOUN
cana-4167	334	16	,	,	PUNCT
cana-4167	334	17	‘	'	PUNCT
cana-4167	334	18	𝑇𝑝	𝑇𝑝	VERB
cana-4167	334	19	’	'	PUNCT
cana-4167	334	20	point	point	NOUN
cana-4167	334	21	outs	out	NOUN
cana-4167	334	22	a	a	DET
cana-4167	334	23	true	true	ADJ
cana-4167	334	24	positive	positive	ADJ
cana-4167	334	25	,	,	PUNCT
cana-4167	334	26	‘	'	PUNCT
cana-4167	334	27	𝐹𝑝	𝐹𝑝	NOUN
cana-4167	334	28	’	'	PUNCT
cana-4167	334	29	point	point	NOUN
cana-4167	334	30	outs	out	NOUN
cana-4167	334	31	a	a	DET
cana-4167	334	32	false	false	ADJ
cana-4167	334	33	positive	positive	ADJ
cana-4167	334	34	.	.	PUNCT
cana-4167	335	1	table	table	NOUN
cana-4167	335	2	3	3	NUM
cana-4167	335	3	comparison	comparison	NOUN
cana-4167	335	4	of	of	ADP
cana-4167	335	5	precision	precision	NOUN
cana-4167	335	6	number	number	NOUN
cana-4167	335	7	of	of	ADP
cana-4167	335	8	data	datum	NOUN
cana-4167	335	9	samples	sample	NOUN
cana-4167	335	10	precision	precision	NOUN
cana-4167	335	11	pdrdrnksss	pdrdrnksss	NOUN
cana-4167	335	12	bsdn	bsdn	NOUN
cana-4167	335	13	-	-	PUNCT
cana-4167	335	14	hmtd	hmtd	NOUN
cana-4167	335	15	[	[	X
cana-4167	335	16	1	1	NUM
cana-4167	335	17	]	]	X
cana-4167	335	18	fbmp	fbmp	ADJ
cana-4167	335	19	-	-	PUNCT
cana-4167	335	20	ids	ids	NOUN
cana-4167	335	21	[	[	X
cana-4167	335	22	2	2	NUM
cana-4167	335	23	]	]	PUNCT
cana-4167	335	24	10000	10000	NUM
cana-4167	335	25	0.971	0.971	NUM
cana-4167	335	26	0.937	0.937	NUM
cana-4167	335	27	0.929	0.929	NUM
cana-4167	335	28	20000	20000	NUM
cana-4167	335	29	0.979	0.979	NUM
cana-4167	335	30	0.934	0.934	NUM
cana-4167	335	31	0.923	0.923	NUM
cana-4167	335	32	30000	30000	NUM
cana-4167	335	33	0.966	0.966	NUM
cana-4167	335	34	0.926	0.926	NUM
cana-4167	335	35	0.913	0.913	NUM
cana-4167	335	36	84	84	NUM
cana-4167	335	37	86	86	NUM
cana-4167	335	38	88	88	NUM
cana-4167	335	39	90	90	NUM
cana-4167	335	40	92	92	NUM
cana-4167	335	41	94	94	NUM
cana-4167	335	42	96	96	NUM
cana-4167	335	43	98	98	NUM
cana-4167	335	44	100	100	NUM
cana-4167	335	45	1	1	NUM
cana-4167	335	46	0	0	NUM
cana-4167	335	47	0	0	NUM
cana-4167	335	48	0	0	NUM
cana-4167	335	49	0	0	NUM
cana-4167	335	50	2	2	NUM
cana-4167	335	51	0	0	NUM
cana-4167	335	52	0	0	NUM
cana-4167	335	53	0	0	NUM
cana-4167	335	54	0	0	NUM
cana-4167	335	55	3	3	NUM
cana-4167	335	56	0	0	NUM
cana-4167	335	57	0	0	NUM
cana-4167	335	58	0	0	NUM
cana-4167	335	59	0	0	NUM
cana-4167	335	60	4	4	NUM
cana-4167	335	61	0	0	NUM
cana-4167	335	62	0	0	NUM
cana-4167	335	63	0	0	NUM
cana-4167	335	64	0	0	NUM
cana-4167	335	65	5	5	NUM
cana-4167	335	66	0	0	NUM
cana-4167	335	67	0	0	NUM
cana-4167	335	68	0	0	NUM
cana-4167	335	69	0	0	NUM
cana-4167	335	70	6	6	NUM
cana-4167	335	71	0	0	NUM
cana-4167	335	72	0	0	NUM
cana-4167	335	73	0	0	NUM
cana-4167	335	74	0	0	NUM
cana-4167	335	75	7	7	NUM
cana-4167	335	76	0	0	NUM
cana-4167	335	77	0	0	NUM
cana-4167	335	78	0	0	NUM
cana-4167	335	79	0	0	NUM
cana-4167	335	80	8	8	NUM
cana-4167	335	81	0	0	NUM
cana-4167	335	82	0	0	NUM
cana-4167	335	83	0	0	NUM
cana-4167	335	84	0	0	NUM
cana-4167	335	85	9	9	NUM
cana-4167	335	86	0	0	NUM
cana-4167	335	87	0	0	NUM
cana-4167	335	88	0	0	NUM
cana-4167	335	89	0	0	NUM
cana-4167	335	90	1	1	NUM
cana-4167	335	91	0	0	NUM
cana-4167	335	92	0	0	NUM
cana-4167	335	93	0	0	NUM
cana-4167	335	94	0	0	NUM
cana-4167	335	95	0	0	NUM
cana-4167	336	1	a	a	DET
cana-4167	336	2	tt	tt	PROPN
cana-4167	336	3	a	a	DET
cana-4167	336	4	ck	ck	INTJ
cana-4167	336	5	d	d	X
cana-4167	336	6	et	et	NOUN
cana-4167	336	7	ec	ec	NOUN
cana-4167	336	8	ti	ti	NOUN
cana-4167	336	9	o	o	PROPN
cana-4167	336	10	n	n	CCONJ
cana-4167	336	11	a	a	DET
cana-4167	336	12	cc	cc	X
cana-4167	336	13	u	u	INTJ
cana-4167	336	14	ra	ra	PROPN
cana-4167	336	15	cy	cy	PROPN
cana-4167	336	16	(	(	PUNCT
cana-4167	336	17	%	%	NOUN
cana-4167	336	18	)	)	PUNCT
cana-4167	336	19	number	number	NOUN
cana-4167	336	20	of	of	ADP
cana-4167	336	21	data	datum	NOUN
cana-4167	336	22	samples	sample	NOUN
cana-4167	336	23	pdrdrn	pdrdrn	NOUN
cana-4167	336	24	-	-	PUNCT
cana-4167	336	25	ksss	ksss	NOUN
cana-4167	336	26	bsdn	bsdn	NOUN
cana-4167	336	27	-	-	PUNCT
cana-4167	336	28	hmtd	hmtd	NOUN
cana-4167	336	29	[	[	X
cana-4167	336	30	1	1	NUM
cana-4167	336	31	]	]	X
cana-4167	336	32	fbmp	fbmp	ADJ
cana-4167	336	33	-	-	PUNCT
cana-4167	336	34	ids	ids	NOUN
cana-4167	336	35	[	[	X
cana-4167	336	36	2	2	NUM
cana-4167	336	37	]	]	PUNCT
cana-4167	336	38	communications	communication	NOUN
cana-4167	336	39	on	on	ADP
cana-4167	336	40	applied	apply	VERB
cana-4167	336	41	nonlinear	nonlinear	ADJ
cana-4167	336	42	analysis	analysis	NOUN
cana-4167	336	43	issn	issn	NOUN
cana-4167	336	44	:	:	PUNCT
cana-4167	336	45	1074	1074	NUM
cana-4167	336	46	-	-	PUNCT
cana-4167	336	47	133x	133x	NUM
cana-4167	336	48	vol	vol	NOUN
cana-4167	336	49	32	32	NUM
cana-4167	336	50	no	no	NOUN
cana-4167	336	51	.	.	PUNCT
cana-4167	337	1	9s	9s	NUM
cana-4167	337	2	(	(	PUNCT
cana-4167	337	3	2025	2025	NUM
cana-4167	337	4	)	)	PUNCT
cana-4167	337	5	1442	1442	NUM
cana-4167	338	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4167	338	2	40000	40000	NUM
cana-4167	338	3	0.972	0.972	NUM
cana-4167	338	4	0.936	0.936	NUM
cana-4167	338	5	0.918	0.918	NUM
cana-4167	338	6	50000	50000	NUM
cana-4167	338	7	0.976	0.976	NUM
cana-4167	338	8	0.945	0.945	NUM
cana-4167	338	9	0.925	0.925	NUM
cana-4167	338	10	60000	60000	NUM
cana-4167	338	11	0.979	0.979	NUM
cana-4167	338	12	0.936	0.936	NUM
cana-4167	338	13	0.923	0.923	NUM
cana-4167	338	14	70000	70000	NUM
cana-4167	338	15	0.981	0.981	NUM
cana-4167	338	16	0.942	0.942	NUM
cana-4167	338	17	0.926	0.926	NUM
cana-4167	338	18	80000	80000	NUM
cana-4167	338	19	0.972	0.972	NUM
cana-4167	338	20	0.931	0.931	NUM
cana-4167	338	21	0.923	0.923	NUM
cana-4167	338	22	90000	90000	NUM
cana-4167	338	23	0.985	0.985	NUM
cana-4167	338	24	0.935	0.935	NUM
cana-4167	338	25	0.921	0.921	NUM
cana-4167	338	26	100000	100000	NUM
cana-4167	338	27	0.982	0.982	NUM
cana-4167	338	28	0.938	0.938	NUM
cana-4167	338	29	0.925	0.925	NUM
cana-4167	338	30	figure	figure	NOUN
cana-4167	338	31	7	7	NUM
cana-4167	338	32	results	result	NOUN
cana-4167	338	33	of	of	ADP
cana-4167	338	34	precision	precision	NOUN
cana-4167	338	35	figure	figure	NOUN
cana-4167	338	36	7	7	NUM
cana-4167	338	37	illustrates	illustrate	VERB
cana-4167	338	38	the	the	DET
cana-4167	338	39	comparison	comparison	NOUN
cana-4167	338	40	of	of	ADP
cana-4167	338	41	precision	precision	NOUN
cana-4167	338	42	for	for	ADP
cana-4167	338	43	data	datum	NOUN
cana-4167	338	44	samples	sample	NOUN
cana-4167	338	45	using	use	VERB
cana-4167	338	46	proposed	propose	VERB
cana-4167	338	47	and	and	CCONJ
cana-4167	338	48	existing	exist	VERB
cana-4167	338	49	methods	method	NOUN
cana-4167	338	50	.	.	PUNCT
cana-4167	339	1	as	as	SCONJ
cana-4167	339	2	shown	show	VERB
cana-4167	339	3	in	in	ADP
cana-4167	339	4	above	above	ADP
cana-4167	339	5	figure	figure	NOUN
cana-4167	339	6	,	,	PUNCT
cana-4167	339	7	x	x	ADJ
cana-4167	339	8	-	-	NOUN
cana-4167	339	9	axis	axis	ADJ
cana-4167	339	10	and	and	CCONJ
cana-4167	339	11	y	y	NOUN
cana-4167	339	12	-	-	PUNCT
cana-4167	339	13	axis	axis	NOUN
cana-4167	339	14	show	show	VERB
cana-4167	339	15	the	the	DET
cana-4167	339	16	number	number	NOUN
cana-4167	339	17	of	of	ADP
cana-4167	339	18	data	data	NOUN
cana-4167	339	19	samples	sample	NOUN
cana-4167	339	20	and	and	CCONJ
cana-4167	339	21	precision	precision	NOUN
cana-4167	339	22	results	result	NOUN
cana-4167	339	23	for	for	ADP
cana-4167	339	24	three	three	NUM
cana-4167	339	25	methods	method	NOUN
cana-4167	339	26	.	.	PUNCT
cana-4167	340	1	the	the	DET
cana-4167	340	2	blue	blue	ADJ
cana-4167	340	3	,	,	PUNCT
cana-4167	340	4	yellow	yellow	ADJ
cana-4167	340	5	,	,	PUNCT
cana-4167	340	6	and	and	CCONJ
cana-4167	340	7	green	green	ADJ
cana-4167	340	8	color	color	NOUN
cana-4167	340	9	bar	bar	NOUN
cana-4167	340	10	represents	represent	VERB
cana-4167	340	11	the	the	DET
cana-4167	340	12	performance	performance	NOUN
cana-4167	340	13	of	of	ADP
cana-4167	340	14	precision	precision	NOUN
cana-4167	340	15	using	use	VERB
cana-4167	340	16	proposed	propose	VERB
cana-4167	340	17	pdrdrn	pdrdrn	NOUN
cana-4167	340	18	-	-	PUNCT
cana-4167	340	19	ksss	ksss	NOUN
cana-4167	340	20	technique	technique	NOUN
cana-4167	340	21	,	,	PUNCT
cana-4167	340	22	bsdn	bsdn	NOUN
cana-4167	340	23	-	-	PUNCT
cana-4167	340	24	hmtd	hmtd	NOUN
cana-4167	340	25	[	[	X
cana-4167	340	26	1	1	NUM
cana-4167	340	27	]	]	PUNCT
cana-4167	340	28	and	and	CCONJ
cana-4167	340	29	fbmpids	fbmpid	VERB
cana-4167	340	30	[	[	X
cana-4167	340	31	2	2	NUM
cana-4167	340	32	]	]	PUNCT
cana-4167	340	33	respectively	respectively	ADV
cana-4167	340	34	.	.	PUNCT
cana-4167	341	1	the	the	DET
cana-4167	341	2	graphical	graphical	ADJ
cana-4167	341	3	results	result	NOUN
cana-4167	341	4	indicate	indicate	VERB
cana-4167	341	5	that	that	SCONJ
cana-4167	341	6	the	the	DET
cana-4167	341	7	performance	performance	NOUN
cana-4167	341	8	of	of	ADP
cana-4167	341	9	precision	precision	NOUN
cana-4167	341	10	using	use	VERB
cana-4167	341	11	pdrdrn	pdrdrn	NOUN
cana-4167	341	12	-	-	PUNCT
cana-4167	341	13	ksss	ksss	NOUN
cana-4167	341	14	is	be	AUX
cana-4167	341	15	found	find	VERB
cana-4167	341	16	to	to	PART
cana-4167	341	17	be	be	AUX
cana-4167	341	18	increased	increase	VERB
cana-4167	341	19	than	than	ADP
cana-4167	341	20	the	the	DET
cana-4167	341	21	other	other	ADJ
cana-4167	341	22	methods	method	NOUN
cana-4167	341	23	.	.	PUNCT
cana-4167	342	1	in	in	ADP
cana-4167	342	2	the	the	DET
cana-4167	342	3	first	first	ADJ
cana-4167	342	4	run	run	NOUN
cana-4167	342	5	,	,	PUNCT
cana-4167	342	6	the	the	DET
cana-4167	342	7	precision	precision	NOUN
cana-4167	342	8	of	of	ADP
cana-4167	342	9	pdrdrn	pdrdrn	NOUN
cana-4167	342	10	-	-	PUNCT
cana-4167	342	11	ksss	ksss	NOUN
cana-4167	342	12	is	be	AUX
cana-4167	342	13	measured	measure	VERB
cana-4167	342	14	as	as	ADP
cana-4167	342	15	0.971	0.971	NUM
cana-4167	342	16	,	,	PUNCT
cana-4167	342	17	0.937	0.937	NUM
cana-4167	342	18	,	,	PUNCT
cana-4167	342	19	and	and	CCONJ
cana-4167	342	20	0.929	0.929	NUM
cana-4167	342	21	pdrdrn	pdrdrn	NOUN
cana-4167	342	22	-	-	PUNCT
cana-4167	342	23	ksss	ksss	NOUN
cana-4167	342	24	technique	technique	NOUN
cana-4167	342	25	,	,	PUNCT
cana-4167	342	26	bsdn	bsdn	NOUN
cana-4167	342	27	-	-	PUNCT
cana-4167	342	28	hmtd	hmtd	NOUN
cana-4167	342	29	[	[	X
cana-4167	342	30	1	1	NUM
cana-4167	342	31	]	]	PUNCT
cana-4167	342	32	and	and	CCONJ
cana-4167	342	33	fbmp	fbmp	NOUN
cana-4167	342	34	-	-	PUNCT
cana-4167	342	35	ids	ids	NOUN
cana-4167	342	36	[	[	X
cana-4167	342	37	2	2	NUM
cana-4167	342	38	]	]	PUNCT
cana-4167	342	39	.	.	PUNCT
cana-4167	343	1	in	in	ADP
cana-4167	343	2	all	all	DET
cana-4167	343	3	the	the	DET
cana-4167	343	4	runs	run	NOUN
cana-4167	343	5	,	,	PUNCT
cana-4167	343	6	the	the	DET
cana-4167	343	7	performance	performance	NOUN
cana-4167	343	8	of	of	ADP
cana-4167	343	9	precision	precision	NOUN
cana-4167	343	10	is	be	AUX
cana-4167	343	11	better	well	ADJ
cana-4167	343	12	in	in	ADP
cana-4167	343	13	pdrdrn	pdrdrn	NOUN
cana-4167	343	14	-	-	PUNCT
cana-4167	343	15	ksss	ksss	NOUN
cana-4167	343	16	.	.	PUNCT
cana-4167	344	1	this	this	DET
cana-4167	344	2	significant	significant	ADJ
cana-4167	344	3	improvement	improvement	NOUN
cana-4167	344	4	is	be	AUX
cana-4167	344	5	attained	attain	VERB
cana-4167	344	6	using	use	VERB
cana-4167	344	7	deming	deming	PROPN
cana-4167	344	8	regression	regression	NOUN
cana-4167	344	9	analysis	analysis	NOUN
cana-4167	344	10	in	in	ADP
cana-4167	344	11	the	the	DET
cana-4167	344	12	classification	classification	NOUN
cana-4167	344	13	process	process	NOUN
cana-4167	344	14	where	where	SCONJ
cana-4167	344	15	it	it	PRON
cana-4167	344	16	chooses	choose	VERB
cana-4167	344	17	the	the	DET
cana-4167	344	18	more	more	ADV
cana-4167	344	19	pertinent	pertinent	ADJ
cana-4167	344	20	features	feature	NOUN
cana-4167	344	21	for	for	ADP
cana-4167	344	22	attack	attack	NOUN
cana-4167	344	23	detection	detection	NOUN
cana-4167	344	24	.	.	PUNCT
cana-4167	345	1	this	this	PRON
cana-4167	345	2	leads	lead	VERB
cana-4167	345	3	to	to	PART
cana-4167	345	4	enhance	enhance	VERB
cana-4167	345	5	the	the	DET
cana-4167	345	6	precision	precision	NOUN
cana-4167	345	7	in	in	ADP
cana-4167	345	8	pdrdrn	pdrdrn	NOUN
cana-4167	345	9	-	-	PUNCT
cana-4167	345	10	ksss	ksss	NOUN
cana-4167	345	11	by	by	ADP
cana-4167	345	12	4	4	NUM
cana-4167	345	13	%	%	NOUN
cana-4167	345	14	and	and	CCONJ
cana-4167	345	15	6	6	NUM
cana-4167	345	16	%	%	NOUN
cana-4167	345	17	compared	compare	VERB
cana-4167	345	18	to	to	ADP
cana-4167	345	19	existing	exist	VERB
cana-4167	345	20	bsdn	bsdn	NOUN
cana-4167	345	21	-	-	PUNCT
cana-4167	345	22	hmtd	hmtd	NOUN
cana-4167	345	23	[	[	X
cana-4167	345	24	1	1	NUM
cana-4167	345	25	]	]	PUNCT
cana-4167	345	26	and	and	CCONJ
cana-4167	345	27	fbmpids	fbmpid	VERB
cana-4167	345	28	[	[	X
cana-4167	345	29	2	2	NUM
cana-4167	345	30	]	]	PUNCT
cana-4167	345	31	respectively	respectively	ADV
cana-4167	345	32	.	.	PUNCT
cana-4167	346	1	5.4	5.4	NUM
cana-4167	346	2	performance	performance	NOUN
cana-4167	346	3	of	of	ADP
cana-4167	346	4	recall	recall	NOUN
cana-4167	346	5	it	it	PRON
cana-4167	346	6	is	be	AUX
cana-4167	346	7	applied	apply	VERB
cana-4167	346	8	to	to	PART
cana-4167	346	9	examine	examine	VERB
cana-4167	346	10	the	the	DET
cana-4167	346	11	performance	performance	NOUN
cana-4167	346	12	of	of	ADP
cana-4167	346	13	a	a	DET
cana-4167	346	14	classification	classification	NOUN
cana-4167	346	15	model	model	NOUN
cana-4167	346	16	.	.	PUNCT
cana-4167	347	1	recall	recall	PROPN
cana-4167	347	2	computes	compute	VERB
cana-4167	347	3	the	the	DET
cana-4167	347	4	ratio	ratio	NOUN
cana-4167	347	5	of	of	ADP
cana-4167	347	6	true	true	ADJ
cana-4167	347	7	positive	positive	ADJ
cana-4167	347	8	predictions	prediction	NOUN
cana-4167	347	9	to	to	ADP
cana-4167	347	10	the	the	DET
cana-4167	347	11	actual	actual	ADJ
cana-4167	347	12	true	true	ADJ
cana-4167	347	13	positives	positive	NOUN
cana-4167	347	14	and	and	CCONJ
cana-4167	347	15	false	false	ADJ
cana-4167	347	16	negatives	negative	NOUN
cana-4167	347	17	.	.	PUNCT
cana-4167	348	1	𝑅𝐿	𝑅𝐿	PROPN
cana-4167	348	2	=	=	PUNCT
cana-4167	348	3	(	(	PUNCT
cana-4167	348	4	𝑇𝑝	𝑇𝑝	PROPN
cana-4167	348	5	𝑇𝑝+𝐹𝑛	𝑇𝑝+𝐹𝑛	NOUN
cana-4167	348	6	)	)	PUNCT
cana-4167	348	7	(	(	PUNCT
cana-4167	348	8	17	17	NUM
cana-4167	348	9	)	)	PUNCT
cana-4167	348	10	where	where	SCONJ
cana-4167	348	11	‘	'	PUNCT
cana-4167	348	12	𝑅𝐿	𝑅𝐿	NOUN
cana-4167	348	13	’	'	PUNCT
cana-4167	348	14	indicates	indicate	VERB
cana-4167	348	15	a	a	DET
cana-4167	348	16	recall	recall	NOUN
cana-4167	348	17	,	,	PUNCT
cana-4167	348	18	‘	'	PUNCT
cana-4167	348	19	𝑇𝑝	𝑇𝑝	VERB
cana-4167	348	20	’	'	PUNCT
cana-4167	348	21	refers	refer	VERB
cana-4167	348	22	a	a	DET
cana-4167	348	23	true	true	ADJ
cana-4167	348	24	positive	positive	ADJ
cana-4167	348	25	,	,	PUNCT
cana-4167	348	26	‘	'	PUNCT
cana-4167	348	27	𝐹𝑛	𝐹𝑛	NOUN
cana-4167	348	28	’	'	PUNCT
cana-4167	348	29	refers	refer	VERB
cana-4167	348	30	a	a	DET
cana-4167	348	31	false	false	ADJ
cana-4167	348	32	negative	negative	NOUN
cana-4167	348	33	.	.	PUNCT
cana-4167	349	1	0.86	0.86	NUM
cana-4167	349	2	0.88	0.88	NUM
cana-4167	349	3	0.9	0.9	NUM
cana-4167	349	4	0.92	0.92	NUM
cana-4167	349	5	0.94	0.94	NUM
cana-4167	349	6	0.96	0.96	NUM
cana-4167	349	7	0.98	0.98	NUM
cana-4167	349	8	1	1	NUM
cana-4167	349	9	1	1	NUM
cana-4167	349	10	0	0	NUM
cana-4167	349	11	0	0	NUM
cana-4167	349	12	0	0	NUM
cana-4167	349	13	0	0	NUM
cana-4167	349	14	2	2	NUM
cana-4167	349	15	0	0	NUM
cana-4167	349	16	0	0	NUM
cana-4167	349	17	0	0	NUM
cana-4167	349	18	0	0	NUM
cana-4167	349	19	3	3	NUM
cana-4167	349	20	0	0	NUM
cana-4167	349	21	0	0	NUM
cana-4167	349	22	0	0	NUM
cana-4167	349	23	0	0	NUM
cana-4167	349	24	4	4	NUM
cana-4167	349	25	0	0	NUM
cana-4167	349	26	0	0	NUM
cana-4167	349	27	0	0	NUM
cana-4167	349	28	0	0	NUM
cana-4167	349	29	5	5	NUM
cana-4167	349	30	0	0	NUM
cana-4167	349	31	0	0	NUM
cana-4167	349	32	0	0	NUM
cana-4167	349	33	0	0	NUM
cana-4167	349	34	6	6	NUM
cana-4167	349	35	0	0	NUM
cana-4167	349	36	0	0	NUM
cana-4167	349	37	0	0	NUM
cana-4167	349	38	0	0	NUM
cana-4167	349	39	7	7	NUM
cana-4167	349	40	0	0	NUM
cana-4167	349	41	0	0	NUM
cana-4167	349	42	0	0	NUM
cana-4167	349	43	0	0	NUM
cana-4167	349	44	8	8	NUM
cana-4167	349	45	0	0	NUM
cana-4167	349	46	0	0	NUM
cana-4167	349	47	0	0	NUM
cana-4167	349	48	0	0	NUM
cana-4167	349	49	9	9	NUM
cana-4167	349	50	0	0	NUM
cana-4167	349	51	0	0	NUM
cana-4167	349	52	0	0	NUM
cana-4167	349	53	0	0	NUM
cana-4167	349	54	1	1	NUM
cana-4167	349	55	0	0	NUM
cana-4167	349	56	0	0	NUM
cana-4167	349	57	0	0	NUM
cana-4167	349	58	0	0	NUM
cana-4167	349	59	0	0	NUM
cana-4167	349	60	p	p	X
cana-4167	349	61	re	re	ADP
cana-4167	349	62	ci	ci	PROPN
cana-4167	349	63	si	si	PROPN
cana-4167	349	64	o	o	NOUN
cana-4167	349	65	n	n	DET
cana-4167	349	66	number	number	NOUN
cana-4167	349	67	of	of	ADP
cana-4167	349	68	data	datum	NOUN
cana-4167	349	69	samples	sample	NOUN
cana-4167	349	70	pdrdrn	pdrdrn	NOUN
cana-4167	349	71	-	-	PUNCT
cana-4167	349	72	ksss	ksss	NOUN
cana-4167	349	73	bsdn	bsdn	NOUN
cana-4167	349	74	-	-	PUNCT
cana-4167	349	75	hmtd	hmtd	NOUN
cana-4167	349	76	[	[	X
cana-4167	349	77	1	1	NUM
cana-4167	349	78	]	]	X
cana-4167	349	79	fbmp	fbmp	ADJ
cana-4167	349	80	-	-	PUNCT
cana-4167	349	81	ids	ids	NOUN
cana-4167	349	82	[	[	X
cana-4167	349	83	2	2	NUM
cana-4167	349	84	]	]	PUNCT
cana-4167	349	85	communications	communication	NOUN
cana-4167	349	86	on	on	ADP
cana-4167	349	87	applied	apply	VERB
cana-4167	349	88	nonlinear	nonlinear	ADJ
cana-4167	349	89	analysis	analysis	NOUN
cana-4167	349	90	issn	issn	NOUN
cana-4167	349	91	:	:	PUNCT
cana-4167	349	92	1074	1074	NUM
cana-4167	349	93	-	-	PUNCT
cana-4167	349	94	133x	133x	NUM
cana-4167	349	95	vol	vol	NOUN
cana-4167	349	96	32	32	NUM
cana-4167	349	97	no	no	NOUN
cana-4167	349	98	.	.	PUNCT
cana-4167	350	1	9s	9s	NUM
cana-4167	350	2	(	(	PUNCT
cana-4167	350	3	2025	2025	NUM
cana-4167	350	4	)	)	PUNCT
cana-4167	350	5	1443	1443	NUM
cana-4167	350	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4167	350	7	table	table	NOUN
cana-4167	350	8	4	4	NUM
cana-4167	350	9	comparison	comparison	NOUN
cana-4167	350	10	of	of	ADP
cana-4167	350	11	recall	recall	NOUN
cana-4167	350	12	number	number	NOUN
cana-4167	350	13	of	of	ADP
cana-4167	350	14	data	datum	NOUN
cana-4167	350	15	samples	sample	NOUN
cana-4167	350	16	recall	recall	NOUN
cana-4167	350	17	pdrdrnksss	pdrdrnksss	NOUN
cana-4167	350	18	bsdn	bsdn	NOUN
cana-4167	350	19	-	-	PUNCT
cana-4167	350	20	hmtd	hmtd	NOUN
cana-4167	350	21	[	[	X
cana-4167	350	22	1	1	NUM
cana-4167	350	23	]	]	X
cana-4167	350	24	fbmp	fbmp	ADJ
cana-4167	350	25	-	-	PUNCT
cana-4167	350	26	ids	ids	NOUN
cana-4167	350	27	[	[	X
cana-4167	350	28	2	2	NUM
cana-4167	350	29	]	]	PUNCT
cana-4167	350	30	10000	10000	NUM
cana-4167	350	31	0.982	0.982	NUM
cana-4167	350	32	0.944	0.944	NUM
cana-4167	350	33	0.936	0.936	NUM
cana-4167	350	34	20000	20000	NUM
cana-4167	350	35	0.972	0.972	NUM
cana-4167	350	36	0.943	0.943	NUM
cana-4167	350	37	0.925	0.925	NUM
cana-4167	350	38	30000	30000	NUM
cana-4167	350	39	0.982	0.982	NUM
cana-4167	350	40	0.942	0.942	NUM
cana-4167	350	41	0.927	0.927	NUM
cana-4167	350	42	40000	40000	NUM
cana-4167	350	43	0.971	0.971	NUM
cana-4167	350	44	0.936	0.936	NUM
cana-4167	350	45	0.912	0.912	NUM
cana-4167	350	46	50000	50000	NUM
cana-4167	350	47	0.965	0.965	NUM
cana-4167	350	48	0.935	0.935	NUM
cana-4167	350	49	0.919	0.919	NUM
cana-4167	350	50	60000	60000	NUM
cana-4167	350	51	0.976	0.976	NUM
cana-4167	350	52	0.945	0.945	NUM
cana-4167	350	53	0.925	0.925	NUM
cana-4167	350	54	70000	70000	NUM
cana-4167	350	55	0.975	0.975	NUM
cana-4167	350	56	0.935	0.935	NUM
cana-4167	350	57	0.912	0.912	NUM
cana-4167	350	58	80000	80000	NUM
cana-4167	350	59	0.982	0.982	NUM
cana-4167	350	60	0.942	0.942	NUM
cana-4167	350	61	0.923	0.923	NUM
cana-4167	350	62	90000	90000	NUM
cana-4167	350	63	0.986	0.986	NUM
cana-4167	350	64	0.953	0.953	NUM
cana-4167	350	65	0.935	0.935	NUM
cana-4167	350	66	100000	100000	NUM
cana-4167	350	67	0.981	0.981	NUM
cana-4167	350	68	0.942	0.942	NUM
cana-4167	350	69	0.93	0.93	NUM
cana-4167	350	70	figure	figure	NOUN
cana-4167	350	71	8	8	NUM
cana-4167	350	72	results	result	NOUN
cana-4167	350	73	of	of	ADP
cana-4167	350	74	recall	recall	NOUN
cana-4167	350	75	figure	figure	NOUN
cana-4167	350	76	8	8	NUM
cana-4167	350	77	depicts	depict	VERB
cana-4167	350	78	the	the	DET
cana-4167	350	79	performance	performance	NOUN
cana-4167	350	80	analysis	analysis	NOUN
cana-4167	350	81	of	of	ADP
cana-4167	350	82	recall	recall	NOUN
cana-4167	350	83	for	for	ADP
cana-4167	350	84	data	datum	NOUN
cana-4167	350	85	samples	sample	NOUN
cana-4167	350	86	using	use	VERB
cana-4167	350	87	proposed	propose	VERB
cana-4167	350	88	pdrdrn	pdrdrn	NOUN
cana-4167	350	89	-	-	PUNCT
cana-4167	350	90	ksss	ksss	NOUN
cana-4167	350	91	technique	technique	NOUN
cana-4167	350	92	,	,	PUNCT
cana-4167	350	93	bsdn	bsdn	NOUN
cana-4167	350	94	-	-	PUNCT
cana-4167	350	95	hmtd	hmtd	NOUN
cana-4167	350	96	[	[	X
cana-4167	350	97	1	1	NUM
cana-4167	350	98	]	]	PUNCT
cana-4167	350	99	and	and	CCONJ
cana-4167	350	100	fbmp	fbmp	NOUN
cana-4167	350	101	-	-	PUNCT
cana-4167	350	102	ids	ids	NOUN
cana-4167	350	103	[	[	X
cana-4167	350	104	2	2	NUM
cana-4167	350	105	]	]	PUNCT
cana-4167	350	106	.	.	PUNCT
cana-4167	351	1	horizontal	horizontal	ADJ
cana-4167	351	2	axis	axis	NOUN
cana-4167	351	3	indicates	indicate	VERB
cana-4167	351	4	number	number	NOUN
cana-4167	351	5	of	of	ADP
cana-4167	351	6	data	datum	NOUN
cana-4167	351	7	samples	sample	NOUN
cana-4167	351	8	varied	varied	ADJ
cana-4167	351	9	from	from	ADP
cana-4167	351	10	10000	10000	NUM
cana-4167	351	11	to	to	ADP
cana-4167	351	12	100000	100000	NUM
cana-4167	351	13	whereas	whereas	SCONJ
cana-4167	351	14	vertical	vertical	ADJ
cana-4167	351	15	axis	axis	NOUN
cana-4167	351	16	denotes	denote	NOUN
cana-4167	351	17	performance	performance	NOUN
cana-4167	351	18	of	of	ADP
cana-4167	351	19	recall	recall	NOUN
cana-4167	351	20	for	for	ADP
cana-4167	351	21	three	three	NUM
cana-4167	351	22	methods	method	NOUN
cana-4167	351	23	.	.	PUNCT
cana-4167	352	1	as	as	SCONJ
cana-4167	352	2	depicted	depict	VERB
cana-4167	352	3	in	in	ADP
cana-4167	352	4	above	above	ADP
cana-4167	352	5	figure	figure	NOUN
cana-4167	352	6	,	,	PUNCT
cana-4167	352	7	the	the	DET
cana-4167	352	8	results	result	NOUN
cana-4167	352	9	indicate	indicate	VERB
cana-4167	352	10	that	that	SCONJ
cana-4167	352	11	the	the	DET
cana-4167	352	12	recall	recall	NOUN
cana-4167	352	13	rate	rate	NOUN
cana-4167	352	14	achieved	achieve	VERB
cana-4167	352	15	with	with	ADP
cana-4167	352	16	the	the	DET
cana-4167	352	17	pdrdrnksss	pdrdrnksss	NOUN
cana-4167	352	18	is	be	AUX
cana-4167	352	19	relatively	relatively	ADV
cana-4167	352	20	higher	high	ADJ
cana-4167	352	21	compared	compare	VERB
cana-4167	352	22	to	to	ADP
cana-4167	352	23	existing	exist	VERB
cana-4167	352	24	methods	method	NOUN
cana-4167	352	25	[	[	X
cana-4167	352	26	1	1	NUM
cana-4167	352	27	]	]	PUNCT
cana-4167	352	28	and	and	CCONJ
cana-4167	352	29	[	[	X
cana-4167	352	30	2	2	NUM
cana-4167	352	31	]	]	PUNCT
cana-4167	352	32	.	.	PUNCT
cana-4167	353	1	the	the	DET
cana-4167	353	2	input	input	NOUN
cana-4167	353	3	of	of	ADP
cana-4167	353	4	10000	10000	NUM
cana-4167	353	5	data	data	NOUN
cana-4167	353	6	samples	sample	NOUN
cana-4167	353	7	of	of	ADP
cana-4167	353	8	proposed	propose	VERB
cana-4167	353	9	pdrdrn	pdrdrn	NOUN
cana-4167	353	10	-	-	PUNCT
cana-4167	353	11	ksss	ksss	NOUN
cana-4167	353	12	,	,	PUNCT
cana-4167	353	13	bsdn	bsdn	NOUN
cana-4167	353	14	-	-	PUNCT
cana-4167	353	15	hmtd	hmtd	NOUN
cana-4167	353	16	[	[	X
cana-4167	353	17	1	1	NUM
cana-4167	353	18	]	]	PUNCT
cana-4167	353	19	and	and	CCONJ
cana-4167	353	20	fbmp	fbmp	NOUN
cana-4167	353	21	-	-	PUNCT
cana-4167	353	22	ids	ids	NOUN
cana-4167	353	23	[	[	X
cana-4167	353	24	2	2	NUM
cana-4167	353	25	]	]	PUNCT
cana-4167	353	26	is	be	AUX
cana-4167	353	27	found	find	VERB
cana-4167	353	28	to	to	PART
cana-4167	353	29	be	be	AUX
cana-4167	353	30	0.982	0.982	NUM
cana-4167	353	31	,	,	PUNCT
cana-4167	353	32	0.944	0.944	NUM
cana-4167	353	33	,	,	PUNCT
cana-4167	353	34	and	and	CCONJ
cana-4167	353	35	0.936	0.936	NUM
cana-4167	353	36	respectively	respectively	ADV
cana-4167	353	37	.	.	PUNCT
cana-4167	354	1	thus	thus	ADV
cana-4167	354	2	,	,	PUNCT
cana-4167	354	3	the	the	DET
cana-4167	354	4	average	average	ADJ
cana-4167	354	5	comparison	comparison	NOUN
cana-4167	354	6	of	of	ADP
cana-4167	354	7	recall	recall	NOUN
cana-4167	354	8	using	use	VERB
cana-4167	354	9	pdrdrn	pdrdrn	NOUN
cana-4167	354	10	-	-	PUNCT
cana-4167	354	11	ksss	ksss	NOUN
cana-4167	354	12	technique	technique	NOUN
cana-4167	354	13	is	be	AUX
cana-4167	354	14	enhanced	enhance	VERB
cana-4167	354	15	by	by	ADP
cana-4167	354	16	4	4	NUM
cana-4167	354	17	%	%	NOUN
cana-4167	354	18	and	and	CCONJ
cana-4167	354	19	6	6	NUM
cana-4167	354	20	%	%	NOUN
cana-4167	354	21	than	than	ADP
cana-4167	354	22	the	the	DET
cana-4167	354	23	[	[	X
cana-4167	354	24	1	1	NUM
cana-4167	354	25	]	]	PUNCT
cana-4167	354	26	and	and	CCONJ
cana-4167	354	27	[	[	X
cana-4167	354	28	2	2	NUM
cana-4167	354	29	]	]	PUNCT
cana-4167	354	30	respectively	respectively	ADV
cana-4167	354	31	.	.	PUNCT
cana-4167	355	1	this	this	DET
cana-4167	355	2	improvement	improvement	NOUN
cana-4167	355	3	is	be	AUX
cana-4167	355	4	achieved	achieve	VERB
cana-4167	355	5	by	by	ADP
cana-4167	355	6	applying	apply	VERB
cana-4167	355	7	using	use	VERB
cana-4167	355	8	probabilistic	probabilistic	ADJ
cana-4167	355	9	deming	deming	PROPN
cana-4167	355	10	regressive	regressive	ADJ
cana-4167	355	11	similarity	similarity	NOUN
cana-4167	355	12	indexed	index	VERB
cana-4167	355	13	deep	deep	ADJ
cana-4167	355	14	recursive	recursive	ADJ
cana-4167	355	15	network	network	NOUN
cana-4167	355	16	.	.	PUNCT
cana-4167	356	1	the	the	DET
cana-4167	356	2	designed	design	VERB
cana-4167	356	3	network	network	NOUN
cana-4167	356	4	selects	select	VERB
cana-4167	356	5	the	the	DET
cana-4167	356	6	pertinent	pertinent	ADJ
cana-4167	356	7	features	feature	NOUN
cana-4167	356	8	and	and	CCONJ
cana-4167	356	9	classifies	classify	VERB
cana-4167	356	10	them	they	PRON
cana-4167	356	11	correctly	correctly	ADV
cana-4167	356	12	for	for	ADP
cana-4167	356	13	attack	attack	NOUN
cana-4167	356	14	detection	detection	NOUN
cana-4167	356	15	.	.	PUNCT
cana-4167	357	1	0.86	0.86	NUM
cana-4167	357	2	0.88	0.88	NUM
cana-4167	357	3	0.9	0.9	NUM
cana-4167	357	4	0.92	0.92	NUM
cana-4167	357	5	0.94	0.94	NUM
cana-4167	357	6	0.96	0.96	NUM
cana-4167	357	7	0.98	0.98	NUM
cana-4167	357	8	1	1	NUM
cana-4167	357	9	1	1	NUM
cana-4167	357	10	0	0	NUM
cana-4167	357	11	0	0	NUM
cana-4167	357	12	0	0	NUM
cana-4167	357	13	0	0	NUM
cana-4167	357	14	2	2	NUM
cana-4167	357	15	0	0	NUM
cana-4167	357	16	0	0	NUM
cana-4167	357	17	0	0	NUM
cana-4167	357	18	0	0	NUM
cana-4167	357	19	3	3	NUM
cana-4167	357	20	0	0	NUM
cana-4167	357	21	0	0	NUM
cana-4167	357	22	0	0	NUM
cana-4167	357	23	0	0	NUM
cana-4167	357	24	4	4	NUM
cana-4167	357	25	0	0	NUM
cana-4167	357	26	0	0	NUM
cana-4167	357	27	0	0	NUM
cana-4167	357	28	0	0	NUM
cana-4167	357	29	5	5	NUM
cana-4167	357	30	0	0	NUM
cana-4167	357	31	0	0	NUM
cana-4167	357	32	0	0	NUM
cana-4167	357	33	0	0	NUM
cana-4167	357	34	6	6	NUM
cana-4167	357	35	0	0	NUM
cana-4167	357	36	0	0	NUM
cana-4167	357	37	0	0	NUM
cana-4167	357	38	0	0	NUM
cana-4167	357	39	7	7	NUM
cana-4167	357	40	0	0	NUM
cana-4167	357	41	0	0	NUM
cana-4167	357	42	0	0	NUM
cana-4167	357	43	0	0	NUM
cana-4167	357	44	8	8	NUM
cana-4167	357	45	0	0	NUM
cana-4167	357	46	0	0	NUM
cana-4167	357	47	0	0	NUM
cana-4167	357	48	0	0	NUM
cana-4167	357	49	9	9	NUM
cana-4167	357	50	0	0	NUM
cana-4167	357	51	0	0	NUM
cana-4167	357	52	0	0	NUM
cana-4167	357	53	0	0	NUM
cana-4167	357	54	1	1	NUM
cana-4167	357	55	0	0	NUM
cana-4167	357	56	0	0	NUM
cana-4167	357	57	0	0	NUM
cana-4167	357	58	0	0	NUM
cana-4167	357	59	0	0	NUM
cana-4167	357	60	r	r	NOUN
cana-4167	357	61	ec	ec	PROPN
cana-4167	357	62	a	a	DET
cana-4167	357	63	ll	ll	NOUN
cana-4167	357	64	number	number	NOUN
cana-4167	357	65	of	of	ADP
cana-4167	357	66	data	datum	NOUN
cana-4167	357	67	samples	sample	NOUN
cana-4167	357	68	pdrdrn	pdrdrn	NOUN
cana-4167	357	69	-	-	PUNCT
cana-4167	357	70	ksss	ksss	NOUN
cana-4167	357	71	bsdn	bsdn	NOUN
cana-4167	357	72	-	-	PUNCT
cana-4167	357	73	hmtd	hmtd	NOUN
cana-4167	357	74	[	[	X
cana-4167	357	75	1	1	NUM
cana-4167	357	76	]	]	X
cana-4167	357	77	fbmp	fbmp	ADJ
cana-4167	357	78	-	-	PUNCT
cana-4167	357	79	ids	ids	NOUN
cana-4167	357	80	[	[	X
cana-4167	357	81	2	2	NUM
cana-4167	357	82	]	]	PUNCT
cana-4167	357	83	communications	communication	NOUN
cana-4167	357	84	on	on	ADP
cana-4167	357	85	applied	apply	VERB
cana-4167	357	86	nonlinear	nonlinear	ADJ
cana-4167	357	87	analysis	analysis	NOUN
cana-4167	357	88	issn	issn	NOUN
cana-4167	357	89	:	:	PUNCT
cana-4167	357	90	1074	1074	NUM
cana-4167	357	91	-	-	PUNCT
cana-4167	357	92	133x	133x	NUM
cana-4167	357	93	vol	vol	NOUN
cana-4167	357	94	32	32	NUM
cana-4167	357	95	no	no	NOUN
cana-4167	357	96	.	.	PUNCT
cana-4167	358	1	9s	9s	NUM
cana-4167	358	2	(	(	PUNCT
cana-4167	358	3	2025	2025	NUM
cana-4167	358	4	)	)	PUNCT
cana-4167	358	5	1444	1444	NUM
cana-4167	358	6	https://internationalpubls.com	https://internationalpubls.com	SYM
cana-4167	358	7	5.5	5.5	NUM
cana-4167	358	8	performance	performance	NOUN
cana-4167	358	9	of	of	ADP
cana-4167	358	10	attack	attack	NOUN
cana-4167	358	11	detection	detection	NOUN
cana-4167	358	12	time	time	NOUN
cana-4167	358	13	it	it	PRON
cana-4167	358	14	is	be	AUX
cana-4167	358	15	determined	determine	VERB
cana-4167	358	16	as	as	ADP
cana-4167	358	17	the	the	DET
cana-4167	358	18	amount	amount	NOUN
cana-4167	358	19	of	of	ADP
cana-4167	358	20	time	time	NOUN
cana-4167	358	21	consumed	consume	VERB
cana-4167	358	22	through	through	ADP
cana-4167	358	23	the	the	DET
cana-4167	358	24	algorithm	algorithm	NOUN
cana-4167	358	25	for	for	ADP
cana-4167	358	26	attack	attack	NOUN
cana-4167	358	27	detection	detection	NOUN
cana-4167	358	28	.	.	PUNCT
cana-4167	359	1	attack	attack	NOUN
cana-4167	359	2	detection	detection	NOUN
cana-4167	359	3	time	time	NOUN
cana-4167	359	4	is	be	AUX
cana-4167	359	5	detected	detect	VERB
cana-4167	359	6	as	as	SCONJ
cana-4167	359	7	follows	follow	VERB
cana-4167	359	8	.	.	PUNCT
cana-4167	360	1	𝐴𝐷𝑇	𝐴𝐷𝑇	PROPN
cana-4167	360	2	=	=	PUNCT
cana-4167	360	3	∑	∑	PUNCT
cana-4167	360	4	𝐷𝑆𝑖	𝐷𝑆𝑖	NOUN
cana-4167	360	5	𝑛	𝑛	PROPN
cana-4167	360	6	i=1	i=1	PROPN
cana-4167	360	7	∗	∗	NOUN
cana-4167	360	8	𝑇𝑀	𝑇𝑀	PROPN
cana-4167	361	1	[	[	X
cana-4167	361	2	𝐶𝐷𝑆	𝐶𝐷𝑆	PROPN
cana-4167	361	3	]	]	X
cana-4167	361	4	(	(	PUNCT
cana-4167	361	5	18	18	NUM
cana-4167	361	6	)	)	PUNCT
cana-4167	361	7	where	where	SCONJ
cana-4167	361	8	‘	'	PUNCT
cana-4167	361	9	𝐴𝐷𝑇	𝐴𝐷𝑇	PROPN
cana-4167	361	10	’	'	PUNCT
cana-4167	361	11	point	point	NOUN
cana-4167	361	12	outs	out	NOUN
cana-4167	361	13	the	the	DET
cana-4167	361	14	attack	attack	NOUN
cana-4167	361	15	detection	detection	NOUN
cana-4167	361	16	time	time	NOUN
cana-4167	361	17	,	,	PUNCT
cana-4167	361	18	‘	'	PUNCT
cana-4167	361	19	𝑇𝑀	𝑇𝑀	PROPN
cana-4167	361	20	[	[	X
cana-4167	361	21	𝐶𝐷𝑆	𝐶𝐷𝑆	PROPN
cana-4167	361	22	]	]	PUNCT
cana-4167	361	23	’	'	PUNCT
cana-4167	361	24	point	point	NOUN
cana-4167	361	25	outs	out	NOUN
cana-4167	361	26	a	a	DET
cana-4167	361	27	time	time	NOUN
cana-4167	361	28	to	to	PART
cana-4167	361	29	categorize	categorize	VERB
cana-4167	361	30	a	a	DET
cana-4167	361	31	single	single	ADJ
cana-4167	361	32	data	data	NOUN
cana-4167	361	33	samples	sample	NOUN
cana-4167	361	34	‘	'	PUNCT
cana-4167	361	35	𝐷𝑆	𝐷𝑆	PROPN
cana-4167	361	36	’	'	PUNCT
cana-4167	361	37	.	.	PUNCT
cana-4167	362	1	the	the	DET
cana-4167	362	2	overall	overall	ADJ
cana-4167	362	3	time	time	NOUN
cana-4167	362	4	is	be	AUX
cana-4167	362	5	calculated	calculate	VERB
cana-4167	362	6	in	in	ADP
cana-4167	362	7	terms	term	NOUN
cana-4167	362	8	of	of	ADP
cana-4167	362	9	milliseconds	millisecond	NOUN
cana-4167	362	10	(	(	PUNCT
cana-4167	362	11	ms	ms	NOUN
cana-4167	362	12	)	)	PUNCT
cana-4167	362	13	.	.	PUNCT
cana-4167	363	1	table	table	NOUN
cana-4167	363	2	5	5	NUM
cana-4167	363	3	comparison	comparison	NOUN
cana-4167	363	4	of	of	ADP
cana-4167	363	5	attack	attack	NOUN
cana-4167	363	6	detection	detection	NOUN
cana-4167	363	7	time	time	NOUN
cana-4167	363	8	number	number	NOUN
cana-4167	363	9	of	of	ADP
cana-4167	363	10	data	datum	NOUN
cana-4167	363	11	samples	sample	NOUN
cana-4167	363	12	attack	attack	NOUN
cana-4167	363	13	detection	detection	NOUN
cana-4167	363	14	time	time	NOUN
cana-4167	363	15	(	(	PUNCT
cana-4167	363	16	ms	ms	NOUN
cana-4167	363	17	)	)	PUNCT
cana-4167	363	18	pdrdrnksss	pdrdrnksss	NOUN
cana-4167	363	19	bsdn	bsdn	NOUN
cana-4167	363	20	-	-	PUNCT
cana-4167	363	21	hmtd	hmtd	NOUN
cana-4167	363	22	[	[	X
cana-4167	363	23	1	1	NUM
cana-4167	363	24	]	]	X
cana-4167	363	25	fbmp	fbmp	ADJ
cana-4167	363	26	-	-	PUNCT
cana-4167	363	27	ids	ids	NOUN
cana-4167	363	28	[	[	X
cana-4167	363	29	2	2	NUM
cana-4167	363	30	]	]	SYM
cana-4167	363	31	10000	10000	NUM
cana-4167	363	32	33	33	NUM
cana-4167	363	33	46	46	NUM
cana-4167	363	34	55	55	NUM
cana-4167	363	35	20000	20000	NUM
cana-4167	363	36	41	41	NUM
cana-4167	363	37	53.2	53.2	NUM
cana-4167	363	38	62	62	NUM
cana-4167	363	39	30000	30000	NUM
cana-4167	363	40	52.5	52.5	NUM
cana-4167	363	41	64.5	64.5	NUM
cana-4167	363	42	70	70	NUM
cana-4167	363	43	40000	40000	NUM
cana-4167	363	44	60	60	NUM
cana-4167	363	45	73.6	73.6	NUM
cana-4167	363	46	83.6	83.6	NUM
cana-4167	363	47	50000	50000	NUM
cana-4167	363	48	72	72	NUM
cana-4167	364	1	86.2	86.2	NUM
cana-4167	364	2	91.2	91.2	NUM
cana-4167	364	3	60000	60000	NUM
cana-4167	364	4	80	80	NUM
cana-4167	364	5	91.2	91.2	NUM
cana-4167	364	6	99.5	99.5	NUM
cana-4167	364	7	70000	70000	NUM
cana-4167	364	8	92	92	NUM
cana-4167	364	9	105.2	105.2	NUM
cana-4167	364	10	116.2	116.2	NUM
cana-4167	364	11	80000	80000	NUM
cana-4167	364	12	99.3	99.3	NUM
cana-4167	364	13	115.3	115.3	NUM
cana-4167	364	14	120.5	120.5	NUM
cana-4167	364	15	90000	90000	NUM
cana-4167	364	16	114	114	NUM
cana-4167	364	17	123	123	NUM
cana-4167	364	18	128.5	128.5	NUM
cana-4167	364	19	100000	100000	NUM
cana-4167	364	20	124.3	124.3	NUM
cana-4167	364	21	134	134	NUM
cana-4167	364	22	143.2	143.2	NUM
cana-4167	364	23	figure	figure	NOUN
cana-4167	364	24	9	9	NUM
cana-4167	364	25	results	result	NOUN
cana-4167	364	26	of	of	ADP
cana-4167	364	27	attack	attack	NOUN
cana-4167	364	28	detection	detection	NOUN
cana-4167	364	29	time	time	NOUN
cana-4167	364	30	figure	figure	NOUN
cana-4167	364	31	9	9	NUM
cana-4167	364	32	presents	present	VERB
cana-4167	364	33	a	a	DET
cana-4167	364	34	graphical	graphical	ADJ
cana-4167	364	35	representation	representation	NOUN
cana-4167	364	36	of	of	ADP
cana-4167	364	37	the	the	DET
cana-4167	364	38	attack	attack	NOUN
cana-4167	364	39	detection	detection	NOUN
cana-4167	364	40	time	time	NOUN
cana-4167	364	41	using	use	VERB
cana-4167	364	42	three	three	NUM
cana-4167	364	43	methods	method	NOUN
cana-4167	364	44	namely	namely	ADV
cana-4167	364	45	pdrdrn	pdrdrn	NOUN
cana-4167	364	46	-	-	PUNCT
cana-4167	364	47	ksss	ksss	NOUN
cana-4167	364	48	technique	technique	NOUN
cana-4167	364	49	with	with	ADP
cana-4167	364	50	existing	exist	VERB
cana-4167	364	51	methods	method	NOUN
cana-4167	364	52	.	.	PUNCT
cana-4167	365	1	the	the	DET
cana-4167	365	2	graph	graph	NOUN
cana-4167	365	3	demonstrates	demonstrate	VERB
cana-4167	365	4	that	that	SCONJ
cana-4167	365	5	attack	attack	NOUN
cana-4167	365	6	detection	detection	NOUN
cana-4167	365	7	time	time	NOUN
cana-4167	365	8	for	for	ADP
cana-4167	365	9	every	every	DET
cana-4167	365	10	three	three	NUM
cana-4167	365	11	methods	method	NOUN
cana-4167	365	12	increases	increase	NOUN
cana-4167	365	13	as	as	ADP
cana-4167	365	14	number	number	NOUN
cana-4167	365	15	of	of	ADP
cana-4167	365	16	data	datum	NOUN
cana-4167	365	17	samples	sample	NOUN
cana-4167	365	18	used	use	VERB
cana-4167	365	19	in	in	ADP
cana-4167	365	20	the	the	DET
cana-4167	365	21	experiments	experiment	NOUN
cana-4167	365	22	increases	increase	NOUN
cana-4167	365	23	.	.	PUNCT
cana-4167	366	1	this	this	PRON
cana-4167	366	2	is	be	AUX
cana-4167	366	3	because	because	SCONJ
cana-4167	366	4	a	a	DET
cana-4167	366	5	larger	large	ADJ
cana-4167	366	6	number	number	NOUN
cana-4167	366	7	of	of	ADP
cana-4167	366	8	data	datum	NOUN
cana-4167	366	9	samples	sample	NOUN
cana-4167	366	10	take	take	VERB
cana-4167	366	11	more	more	ADJ
cana-4167	366	12	time	time	NOUN
cana-4167	366	13	to	to	PART
cana-4167	366	14	detect	detect	VERB
cana-4167	366	15	the	the	DET
cana-4167	366	16	attack	attack	NOUN
cana-4167	366	17	in	in	ADP
cana-4167	366	18	the	the	DET
cana-4167	366	19	network	network	NOUN
cana-4167	366	20	.	.	PUNCT
cana-4167	367	1	in	in	ADP
cana-4167	367	2	experiments	experiment	NOUN
cana-4167	367	3	conducted	conduct	VERB
cana-4167	367	4	with	with	ADP
cana-4167	367	5	10000	10000	NUM
cana-4167	367	6	data	data	NOUN
cana-4167	367	7	samples	sample	NOUN
cana-4167	367	8	,	,	PUNCT
cana-4167	367	9	the	the	DET
cana-4167	367	10	time	time	NOUN
cana-4167	367	11	consumed	consume	VERB
cana-4167	367	12	for	for	ADP
cana-4167	367	13	attack	attack	NOUN
cana-4167	367	14	detection	detection	NOUN
cana-4167	367	15	is	be	AUX
cana-4167	367	16	33ms	33ms	ADJ
cana-4167	367	17	,	,	PUNCT
cana-4167	367	18	46ms	46ms	ADJ
cana-4167	367	19	and	and	CCONJ
cana-4167	367	20	55ms	55ms	ADJ
cana-4167	367	21	using	use	VERB
cana-4167	367	22	pdrdrn	pdrdrn	NOUN
cana-4167	367	23	-	-	PUNCT
cana-4167	367	24	ksss	ksss	NOUN
cana-4167	367	25	technique	technique	NOUN
cana-4167	367	26	,	,	PUNCT
cana-4167	367	27	bsdn	bsdn	NOUN
cana-4167	367	28	-	-	PUNCT
cana-4167	367	29	hmtd	hmtd	NOUN
cana-4167	367	30	[	[	X
cana-4167	367	31	1	1	NUM
cana-4167	367	32	]	]	PUNCT
cana-4167	367	33	and	and	CCONJ
cana-4167	367	34	fbmp	fbmp	NOUN
cana-4167	367	35	-	-	PUNCT
cana-4167	367	36	ids	ids	NOUN
cana-4167	367	37	[	[	X
cana-4167	367	38	2	2	NUM
cana-4167	367	39	]	]	PUNCT
cana-4167	367	40	.	.	PUNCT
cana-4167	368	1	0	0	NUM
cana-4167	369	1	50	50	NUM
cana-4167	369	2	100	100	NUM
cana-4167	369	3	150	150	NUM
cana-4167	369	4	200	200	NUM
cana-4167	369	5	1	1	NUM
cana-4167	369	6	0	0	NUM
cana-4167	369	7	0	0	NUM
cana-4167	369	8	0	0	NUM
cana-4167	369	9	0	0	NUM
cana-4167	369	10	2	2	NUM
cana-4167	369	11	0	0	NUM
cana-4167	369	12	0	0	NUM
cana-4167	369	13	0	0	NUM
cana-4167	369	14	0	0	NUM
cana-4167	369	15	3	3	NUM
cana-4167	369	16	0	0	NUM
cana-4167	369	17	0	0	NUM
cana-4167	369	18	0	0	NUM
cana-4167	369	19	0	0	NUM
cana-4167	369	20	4	4	NUM
cana-4167	369	21	0	0	NUM
cana-4167	369	22	0	0	NUM
cana-4167	369	23	0	0	NUM
cana-4167	369	24	0	0	NUM
cana-4167	369	25	5	5	NUM
cana-4167	369	26	0	0	NUM
cana-4167	369	27	0	0	NUM
cana-4167	369	28	0	0	NUM
cana-4167	369	29	0	0	NUM
cana-4167	369	30	6	6	NUM
cana-4167	369	31	0	0	NUM
cana-4167	369	32	0	0	NUM
cana-4167	369	33	0	0	NUM
cana-4167	369	34	0	0	NUM
cana-4167	369	35	7	7	NUM
cana-4167	369	36	0	0	NUM
cana-4167	369	37	0	0	NUM
cana-4167	369	38	0	0	NUM
cana-4167	369	39	0	0	NUM
cana-4167	369	40	8	8	NUM
cana-4167	369	41	0	0	NUM
cana-4167	369	42	0	0	NUM
cana-4167	369	43	0	0	NUM
cana-4167	369	44	0	0	NUM
cana-4167	369	45	9	9	NUM
cana-4167	369	46	0	0	NUM
cana-4167	369	47	0	0	NUM
cana-4167	369	48	0	0	NUM
cana-4167	369	49	0	0	NUM
cana-4167	369	50	1	1	NUM
cana-4167	369	51	0	0	NUM
cana-4167	369	52	0	0	NUM
cana-4167	369	53	0	0	NUM
cana-4167	369	54	0	0	NUM
cana-4167	369	55	0	0	NUM
cana-4167	369	56	a	a	DET
cana-4167	369	57	tt	tt	PROPN
cana-4167	369	58	a	a	DET
cana-4167	369	59	c	c	NOUN
cana-4167	369	60	k	k	PROPN
cana-4167	369	61	d	d	X
cana-4167	369	62	e	e	X
cana-4167	369	63	te	te	PROPN
cana-4167	369	64	c	c	NOUN
cana-4167	369	65	ti	ti	VERB
cana-4167	369	66	o	o	NOUN
cana-4167	369	67	n	n	CCONJ
cana-4167	369	68	ti	ti	NOUN
cana-4167	369	69	m	m	NOUN
cana-4167	369	70	e	e	NOUN
cana-4167	369	71	(	(	PUNCT
cana-4167	369	72	m	m	PROPN
cana-4167	369	73	s	s	NOUN
cana-4167	369	74	)	)	PUNCT
cana-4167	369	75	number	number	NOUN
cana-4167	369	76	of	of	ADP
cana-4167	369	77	data	datum	NOUN
cana-4167	369	78	samples	sample	NOUN
cana-4167	369	79	pdrdrn	pdrdrn	NOUN
cana-4167	369	80	-	-	PUNCT
cana-4167	369	81	ksss	ksss	NOUN
cana-4167	369	82	bsdn	bsdn	NOUN
cana-4167	369	83	-	-	PUNCT
cana-4167	369	84	hmtd	hmtd	NOUN
cana-4167	369	85	[	[	X
cana-4167	369	86	1	1	NUM
cana-4167	369	87	]	]	X
cana-4167	369	88	fbmp	fbmp	ADJ
cana-4167	369	89	-	-	PUNCT
cana-4167	369	90	ids	ids	NOUN
cana-4167	369	91	[	[	X
cana-4167	369	92	2	2	NUM
cana-4167	369	93	]	]	PUNCT
cana-4167	369	94	communications	communication	NOUN
cana-4167	369	95	on	on	ADP
cana-4167	369	96	applied	apply	VERB
cana-4167	369	97	nonlinear	nonlinear	ADJ
cana-4167	369	98	analysis	analysis	NOUN
cana-4167	369	99	issn	issn	NOUN
cana-4167	369	100	:	:	PUNCT
cana-4167	369	101	1074	1074	NUM
cana-4167	369	102	-	-	PUNCT
cana-4167	369	103	133x	133x	NUM
cana-4167	369	104	vol	vol	NOUN
cana-4167	369	105	32	32	NUM
cana-4167	369	106	no	no	NOUN
cana-4167	369	107	.	.	PUNCT
cana-4167	370	1	9s	9s	NUM
cana-4167	370	2	(	(	PUNCT
cana-4167	370	3	2025	2025	NUM
cana-4167	370	4	)	)	PUNCT
cana-4167	370	5	1445	1445	NUM
cana-4167	371	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4167	371	2	overall	overall	ADJ
cana-4167	371	3	,	,	PUNCT
cana-4167	371	4	outcomes	outcome	NOUN
cana-4167	371	5	denote	denote	VERB
cana-4167	371	6	the	the	DET
cana-4167	371	7	pdrdrn	pdrdrn	NOUN
cana-4167	371	8	-	-	PUNCT
cana-4167	371	9	ksss	ksss	NOUN
cana-4167	371	10	technique	technique	NOUN
cana-4167	371	11	significantly	significantly	ADV
cana-4167	371	12	reduces	reduce	VERB
cana-4167	371	13	time	time	NOUN
cana-4167	371	14	consumption	consumption	NOUN
cana-4167	371	15	of	of	ADP
cana-4167	371	16	attack	attack	NOUN
cana-4167	371	17	detection	detection	NOUN
cana-4167	371	18	by	by	ADP
cana-4167	371	19	16	16	NUM
cana-4167	371	20	%	%	NOUN
cana-4167	371	21	and	and	CCONJ
cana-4167	371	22	23	23	NUM
cana-4167	371	23	%	%	NOUN
cana-4167	371	24	compared	compare	VERB
cana-4167	371	25	to	to	ADP
cana-4167	371	26	methods	method	NOUN
cana-4167	371	27	[	[	X
cana-4167	371	28	1	1	NUM
cana-4167	371	29	]	]	PUNCT
cana-4167	371	30	and	and	CCONJ
cana-4167	371	31	[	[	X
cana-4167	371	32	2	2	NUM
cana-4167	371	33	]	]	PUNCT
cana-4167	371	34	respectively	respectively	ADV
cana-4167	371	35	.	.	PUNCT
cana-4167	372	1	the	the	DET
cana-4167	372	2	lesser	less	ADJ
cana-4167	372	3	time	time	NOUN
cana-4167	372	4	consumption	consumption	NOUN
cana-4167	372	5	is	be	AUX
cana-4167	372	6	attained	attain	VERB
cana-4167	372	7	by	by	ADP
cana-4167	372	8	using	use	VERB
cana-4167	372	9	probabilistic	probabilistic	ADJ
cana-4167	372	10	deming	deming	PROPN
cana-4167	372	11	regressive	regressive	ADJ
cana-4167	372	12	similarity	similarity	NOUN
cana-4167	372	13	indexed	index	VERB
cana-4167	372	14	deep	deep	ADJ
cana-4167	372	15	recursive	recursive	ADJ
cana-4167	372	16	network	network	NOUN
cana-4167	372	17	.	.	PUNCT
cana-4167	373	1	the	the	DET
cana-4167	373	2	network	network	NOUN
cana-4167	373	3	initially	initially	ADV
cana-4167	373	4	chooses	choose	VERB
cana-4167	373	5	the	the	DET
cana-4167	373	6	features	feature	NOUN
cana-4167	373	7	that	that	PRON
cana-4167	373	8	are	be	AUX
cana-4167	373	9	more	more	ADV
cana-4167	373	10	contributed	contribute	VERB
cana-4167	373	11	for	for	ADP
cana-4167	373	12	attack	attack	NOUN
cana-4167	373	13	detection	detection	NOUN
cana-4167	373	14	.	.	PUNCT
cana-4167	374	1	the	the	DET
cana-4167	374	2	identification	identification	NOUN
cana-4167	374	3	attack	attack	NOUN
cana-4167	374	4	detection	detection	NOUN
cana-4167	374	5	via	via	ADP
cana-4167	374	6	these	these	DET
cana-4167	374	7	features	feature	NOUN
cana-4167	374	8	considerably	considerably	ADV
cana-4167	374	9	minimizes	minimize	VERB
cana-4167	374	10	the	the	DET
cana-4167	374	11	time	time	NOUN
cana-4167	374	12	consumption	consumption	NOUN
cana-4167	374	13	.	.	PUNCT
cana-4167	375	1	5.6	5.6	NUM
cana-4167	375	2	performance	performance	NOUN
cana-4167	375	3	of	of	ADP
cana-4167	375	4	data	datum	NOUN
cana-4167	375	5	confidentiality	confidentiality	NOUN
cana-4167	375	6	rate	rate	NOUN
cana-4167	375	7	it	it	PRON
cana-4167	375	8	is	be	AUX
cana-4167	375	9	calculated	calculate	VERB
cana-4167	375	10	as	as	SCONJ
cana-4167	375	11	the	the	DET
cana-4167	375	12	proportion	proportion	NOUN
cana-4167	375	13	of	of	ADP
cana-4167	375	14	the	the	DET
cana-4167	375	15	number	number	NOUN
cana-4167	375	16	of	of	ADP
cana-4167	375	17	data	datum	NOUN
cana-4167	375	18	samples	sample	NOUN
cana-4167	375	19	are	be	AUX
cana-4167	375	20	secured	secure	VERB
cana-4167	375	21	from	from	ADP
cana-4167	375	22	the	the	DET
cana-4167	375	23	illegal	illegal	ADJ
cana-4167	375	24	access	access	NOUN
cana-4167	375	25	in	in	ADP
cana-4167	375	26	the	the	DET
cana-4167	375	27	data	datum	NOUN
cana-4167	375	28	transmission	transmission	NOUN
cana-4167	375	29	.	.	PUNCT
cana-4167	376	1	𝐷𝐶𝑅	𝐷𝐶𝑅	PROPN
cana-4167	376	2	=	=	PRON
cana-4167	376	3	∑	∑	PROPN
cana-4167	376	4	(	(	PUNCT
cana-4167	376	5	𝑆𝑒𝑐𝑢𝑟𝑒𝑑	𝑆𝑒𝑐𝑢𝑟𝑒𝑑	NOUN
cana-4167	376	6	𝐷𝑆𝑖	𝐷𝑆𝑖	NOUN
cana-4167	376	7	𝐷𝑆𝑖	𝐷𝑆𝑖	NOUN
cana-4167	376	8	)	)	PUNCT
cana-4167	376	9	∗	∗	NOUN
cana-4167	376	10	100𝑛	100𝑛	NUM
cana-4167	376	11	i=1	i=1	X
cana-4167	377	1	(	(	PUNCT
cana-4167	377	2	19	19	NUM
cana-4167	377	3	)	)	PUNCT
cana-4167	377	4	where	where	SCONJ
cana-4167	377	5	‘	'	PUNCT
cana-4167	377	6	𝐷𝐶𝑅	𝐷𝐶𝑅	PROPN
cana-4167	377	7	’	'	PUNCT
cana-4167	377	8	refers	refer	VERB
cana-4167	377	9	a	a	DET
cana-4167	377	10	data	datum	NOUN
cana-4167	377	11	confidentiality	confidentiality	NOUN
cana-4167	377	12	rate	rate	NOUN
cana-4167	377	13	,	,	PUNCT
cana-4167	377	14	‘	'	PUNCT
cana-4167	377	15	𝑆𝑒𝑐𝑢𝑟𝑒𝑑	𝑆𝑒𝑐𝑢𝑟𝑒𝑑	NOUN
cana-4167	377	16	𝐷𝑆𝑖	𝐷𝑆𝑖	NOUN
cana-4167	377	17	’	'	PUNCT
cana-4167	377	18	refers	refer	VERB
cana-4167	377	19	a	a	DET
cana-4167	377	20	number	number	NOUN
cana-4167	377	21	of	of	ADP
cana-4167	377	22	data	datum	NOUN
cana-4167	377	23	samples	sample	NOUN
cana-4167	377	24	secured	secure	VERB
cana-4167	377	25	.	.	PUNCT
cana-4167	378	1	table	table	NOUN
cana-4167	378	2	6	6	NUM
cana-4167	378	3	comparison	comparison	NOUN
cana-4167	378	4	of	of	ADP
cana-4167	378	5	data	datum	NOUN
cana-4167	378	6	confidentiality	confidentiality	NOUN
cana-4167	378	7	rate	rate	NOUN
cana-4167	378	8	number	number	NOUN
cana-4167	378	9	of	of	ADP
cana-4167	378	10	data	datum	NOUN
cana-4167	378	11	samples	sample	NOUN
cana-4167	378	12	data	datum	NOUN
cana-4167	378	13	confidentiality	confidentiality	NOUN
cana-4167	378	14	rate	rate	NOUN
cana-4167	378	15	(	(	PUNCT
cana-4167	378	16	%	%	INTJ
cana-4167	378	17	)	)	PUNCT
cana-4167	378	18	pdrdrnksss	pdrdrnksss	NOUN
cana-4167	378	19	bsdn	bsdn	NOUN
cana-4167	378	20	-	-	PUNCT
cana-4167	378	21	hmtd	hmtd	NOUN
cana-4167	378	22	[	[	X
cana-4167	378	23	1	1	NUM
cana-4167	378	24	]	]	X
cana-4167	378	25	fbmp	fbmp	ADJ
cana-4167	378	26	-	-	PUNCT
cana-4167	378	27	ids	ids	NOUN
cana-4167	378	28	[	[	X
cana-4167	378	29	2	2	NUM
cana-4167	378	30	]	]	PUNCT
cana-4167	378	31	10000	10000	NUM
cana-4167	378	32	99.45	99.45	NUM
cana-4167	378	33	95.25	95.25	NUM
cana-4167	378	34	93.25	93.25	NUM
cana-4167	378	35	20000	20000	NUM
cana-4167	378	36	98.25	98.25	NUM
cana-4167	378	37	95.21	95.21	NUM
cana-4167	378	38	92.36	92.36	NUM
cana-4167	378	39	30000	30000	NUM
cana-4167	378	40	98.56	98.56	NUM
cana-4167	378	41	94.25	94.25	NUM
cana-4167	378	42	91.45	91.45	NUM
cana-4167	378	43	40000	40000	NUM
cana-4167	378	44	99.00	99.00	NUM
cana-4167	378	45	94.36	94.36	NUM
cana-4167	378	46	92.63	92.63	NUM
cana-4167	378	47	50000	50000	NUM
cana-4167	378	48	99.2	99.2	NUM
cana-4167	378	49	95.32	95.32	NUM
cana-4167	378	50	92.45	92.45	NUM
cana-4167	378	51	60000	60000	NUM
cana-4167	378	52	98.25	98.25	NUM
cana-4167	378	53	94.23	94.23	NUM
cana-4167	378	54	92.33	92.33	NUM
cana-4167	378	55	70000	70000	NUM
cana-4167	378	56	98.96	98.96	NUM
cana-4167	378	57	95.15	95.15	NUM
cana-4167	378	58	92.54	92.54	NUM
cana-4167	378	59	80000	80000	NUM
cana-4167	378	60	98.25	98.25	NUM
cana-4167	378	61	94.36	94.36	NUM
cana-4167	378	62	92.05	92.05	NUM
cana-4167	378	63	90000	90000	NUM
cana-4167	378	64	98.64	98.64	NUM
cana-4167	378	65	95.36	95.36	NUM
cana-4167	378	66	93.41	93.41	NUM
cana-4167	378	67	100000	100000	NUM
cana-4167	378	68	98.46	98.46	NUM
cana-4167	378	69	94.25	94.25	NUM
cana-4167	378	70	92.36	92.36	NUM
cana-4167	378	71	figure	figure	NOUN
cana-4167	378	72	10	10	NUM
cana-4167	378	73	results	result	NOUN
cana-4167	378	74	of	of	ADP
cana-4167	378	75	data	datum	NOUN
cana-4167	378	76	confidentiality	confidentiality	NOUN
cana-4167	378	77	rate	rate	NOUN
cana-4167	378	78	86	86	NUM
cana-4167	378	79	88	88	NUM
cana-4167	378	80	90	90	NUM
cana-4167	378	81	92	92	NUM
cana-4167	378	82	94	94	NUM
cana-4167	378	83	96	96	NUM
cana-4167	378	84	98	98	NUM
cana-4167	378	85	100	100	NUM
cana-4167	378	86	102	102	NUM
cana-4167	378	87	1	1	NUM
cana-4167	378	88	0	0	NUM
cana-4167	378	89	0	0	NUM
cana-4167	378	90	0	0	NUM
cana-4167	378	91	0	0	NUM
cana-4167	378	92	2	2	NUM
cana-4167	378	93	0	0	NUM
cana-4167	378	94	0	0	NUM
cana-4167	378	95	0	0	NUM
cana-4167	378	96	0	0	NUM
cana-4167	378	97	3	3	NUM
cana-4167	378	98	0	0	NUM
cana-4167	378	99	0	0	NUM
cana-4167	378	100	0	0	NUM
cana-4167	378	101	0	0	NUM
cana-4167	378	102	4	4	NUM
cana-4167	378	103	0	0	NUM
cana-4167	378	104	0	0	NUM
cana-4167	378	105	0	0	NUM
cana-4167	378	106	0	0	NUM
cana-4167	378	107	5	5	NUM
cana-4167	378	108	0	0	NUM
cana-4167	378	109	0	0	NUM
cana-4167	378	110	0	0	NUM
cana-4167	378	111	0	0	NUM
cana-4167	378	112	6	6	NUM
cana-4167	378	113	0	0	NUM
cana-4167	378	114	0	0	NUM
cana-4167	378	115	0	0	NUM
cana-4167	378	116	0	0	NUM
cana-4167	378	117	7	7	NUM
cana-4167	378	118	0	0	NUM
cana-4167	378	119	0	0	NUM
cana-4167	378	120	0	0	NUM
cana-4167	378	121	0	0	NUM
cana-4167	378	122	8	8	NUM
cana-4167	378	123	0	0	NUM
cana-4167	378	124	0	0	NUM
cana-4167	378	125	0	0	NUM
cana-4167	378	126	0	0	NUM
cana-4167	378	127	9	9	NUM
cana-4167	378	128	0	0	NUM
cana-4167	378	129	0	0	NUM
cana-4167	378	130	0	0	NUM
cana-4167	378	131	0	0	NUM
cana-4167	378	132	1	1	NUM
cana-4167	378	133	0	0	NUM
cana-4167	378	134	0	0	NUM
cana-4167	378	135	0	0	NUM
cana-4167	378	136	0	0	NUM
cana-4167	378	137	0	0	NUM
cana-4167	379	1	d	d	NOUN
cana-4167	379	2	a	a	PRON
cana-4167	379	3	ta	ta	X
cana-4167	379	4	c	c	NOUN
cana-4167	379	5	o	o	NOUN
cana-4167	379	6	n	n	CCONJ
cana-4167	379	7	fi	fi	NOUN
cana-4167	379	8	d	d	X
cana-4167	379	9	e	e	NOUN
cana-4167	379	10	n	n	ADP
cana-4167	379	11	ti	ti	PROPN
cana-4167	379	12	a	a	DET
cana-4167	379	13	li	li	NOUN
cana-4167	379	14	ty	ty	INTJ
cana-4167	379	15	r	r	NOUN
cana-4167	379	16	a	a	DET
cana-4167	379	17	te	te	PROPN
cana-4167	379	18	(	(	PUNCT
cana-4167	379	19	%	%	NOUN
cana-4167	379	20	)	)	PUNCT
cana-4167	379	21	number	number	NOUN
cana-4167	379	22	of	of	ADP
cana-4167	379	23	data	datum	NOUN
cana-4167	379	24	samples	sample	NOUN
cana-4167	379	25	pdrdrn	pdrdrn	NOUN
cana-4167	379	26	-	-	PUNCT
cana-4167	379	27	ksss	ksss	NOUN
cana-4167	379	28	bsdn	bsdn	NOUN
cana-4167	379	29	-	-	PUNCT
cana-4167	379	30	hmtd	hmtd	NOUN
cana-4167	379	31	[	[	X
cana-4167	379	32	1	1	NUM
cana-4167	379	33	]	]	X
cana-4167	379	34	fbmp	fbmp	ADJ
cana-4167	379	35	-	-	PUNCT
cana-4167	379	36	ids	ids	NOUN
cana-4167	379	37	[	[	X
cana-4167	379	38	2	2	NUM
cana-4167	379	39	]	]	PUNCT
cana-4167	379	40	communications	communication	NOUN
cana-4167	379	41	on	on	ADP
cana-4167	379	42	applied	apply	VERB
cana-4167	379	43	nonlinear	nonlinear	ADJ
cana-4167	379	44	analysis	analysis	NOUN
cana-4167	379	45	issn	issn	NOUN
cana-4167	379	46	:	:	PUNCT
cana-4167	379	47	1074	1074	NUM
cana-4167	379	48	-	-	PUNCT
cana-4167	379	49	133x	133x	NUM
cana-4167	379	50	vol	vol	NOUN
cana-4167	379	51	32	32	NUM
cana-4167	379	52	no	no	NOUN
cana-4167	379	53	.	.	PUNCT
cana-4167	380	1	9s	9s	NUM
cana-4167	380	2	(	(	PUNCT
cana-4167	380	3	2025	2025	NUM
cana-4167	380	4	)	)	PUNCT
cana-4167	380	5	1446	1446	NUM
cana-4167	380	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4167	380	7	figure	figure	NOUN
cana-4167	380	8	10	10	NUM
cana-4167	380	9	depicts	depict	VERB
cana-4167	380	10	the	the	DET
cana-4167	380	11	performance	performance	NOUN
cana-4167	380	12	analysis	analysis	NOUN
cana-4167	380	13	of	of	ADP
cana-4167	380	14	data	datum	NOUN
cana-4167	380	15	confidentiality	confidentiality	NOUN
cana-4167	380	16	rate	rate	NOUN
cana-4167	380	17	based	base	VERB
cana-4167	380	18	on	on	ADP
cana-4167	380	19	the	the	DET
cana-4167	380	20	data	data	NOUN
cana-4167	380	21	samples	sample	NOUN
cana-4167	380	22	collected	collect	VERB
cana-4167	380	23	from	from	ADP
cana-4167	380	24	given	give	VERB
cana-4167	380	25	dataset	dataset	NOUN
cana-4167	380	26	.	.	PUNCT
cana-4167	381	1	the	the	DET
cana-4167	381	2	results	result	NOUN
cana-4167	381	3	of	of	ADP
cana-4167	381	4	data	datum	NOUN
cana-4167	381	5	confidentiality	confidentiality	NOUN
cana-4167	381	6	rate	rate	NOUN
cana-4167	381	7	using	use	VERB
cana-4167	381	8	proposed	propose	VERB
cana-4167	381	9	pdrdrn	pdrdrn	NOUN
cana-4167	381	10	-	-	PUNCT
cana-4167	381	11	ksss	ksss	NOUN
cana-4167	381	12	technique	technique	NOUN
cana-4167	381	13	is	be	AUX
cana-4167	381	14	computed	compute	VERB
cana-4167	381	15	and	and	CCONJ
cana-4167	381	16	compared	compare	VERB
cana-4167	381	17	with	with	ADP
cana-4167	381	18	existing	exist	VERB
cana-4167	381	19	bsdn	bsdn	NOUN
cana-4167	381	20	-	-	PUNCT
cana-4167	381	21	hmtd	hmtd	NOUN
cana-4167	381	22	[	[	X
cana-4167	381	23	1	1	NUM
cana-4167	381	24	]	]	PUNCT
cana-4167	381	25	and	and	CCONJ
cana-4167	381	26	fbmpids	fbmpid	VERB
cana-4167	381	27	[	[	X
cana-4167	381	28	2	2	NUM
cana-4167	381	29	]	]	PUNCT
cana-4167	381	30	.	.	PUNCT
cana-4167	382	1	in	in	ADP
cana-4167	382	2	the	the	DET
cana-4167	382	3	above	above	ADJ
cana-4167	382	4	figure	figure	NOUN
cana-4167	382	5	,	,	PUNCT
cana-4167	382	6	'	'	PUNCT
cana-4167	382	7	𝑥	𝑥	X
cana-4167	382	8	'	'	PUNCT
cana-4167	382	9	axis	axis	NOUN
cana-4167	382	10	indicates	indicate	VERB
cana-4167	382	11	number	number	NOUN
cana-4167	382	12	of	of	ADP
cana-4167	382	13	data	datum	NOUN
cana-4167	382	14	samples	sample	NOUN
cana-4167	382	15	and	and	CCONJ
cana-4167	382	16	'	'	PUNCT
cana-4167	382	17	𝑦	𝑦	NOUN
cana-4167	382	18	'	'	PUNCT
cana-4167	382	19	axis	axis	ADJ
cana-4167	382	20	denotes	denote	NOUN
cana-4167	382	21	data	datum	NOUN
cana-4167	382	22	confidentiality	confidentiality	NOUN
cana-4167	382	23	rate	rate	NOUN
cana-4167	382	24	for	for	ADP
cana-4167	382	25	three	three	NUM
cana-4167	382	26	methods	method	NOUN
cana-4167	382	27	.	.	PUNCT
cana-4167	383	1	overall	overall	ADJ
cana-4167	383	2	performance	performance	NOUN
cana-4167	383	3	outcome	outcome	NOUN
cana-4167	383	4	indicates	indicate	VERB
cana-4167	383	5	that	that	SCONJ
cana-4167	383	6	the	the	DET
cana-4167	383	7	pdrdrnksss	pdrdrnksss	NOUN
cana-4167	383	8	technique	technique	NOUN
cana-4167	383	9	enhances	enhance	VERB
cana-4167	383	10	data	datum	NOUN
cana-4167	383	11	confidentiality	confidentiality	NOUN
cana-4167	383	12	rate	rate	NOUN
cana-4167	383	13	compared	compare	VERB
cana-4167	383	14	to	to	ADP
cana-4167	383	15	other	other	ADJ
cana-4167	383	16	techniques	technique	NOUN
cana-4167	383	17	.	.	PUNCT
cana-4167	384	1	with	with	ADP
cana-4167	384	2	this	this	PRON
cana-4167	384	3	,	,	PUNCT
cana-4167	384	4	the	the	DET
cana-4167	384	5	data	datum	NOUN
cana-4167	384	6	confidentiality	confidentiality	NOUN
cana-4167	384	7	rate	rate	NOUN
cana-4167	384	8	of	of	ADP
cana-4167	384	9	pdrdrn	pdrdrn	NOUN
cana-4167	384	10	-	-	PUNCT
cana-4167	384	11	ksss	ksss	NOUN
cana-4167	384	12	technique	technique	NOUN
cana-4167	384	13	is	be	AUX
cana-4167	384	14	improved	improve	VERB
cana-4167	384	15	by	by	ADP
cana-4167	384	16	4	4	NUM
cana-4167	384	17	%	%	NOUN
cana-4167	384	18	and	and	CCONJ
cana-4167	384	19	7	7	NUM
cana-4167	384	20	%	%	NOUN
cana-4167	384	21	as	as	ADP
cana-4167	384	22	compared	compare	VERB
cana-4167	384	23	to	to	ADP
cana-4167	384	24	existing	exist	VERB
cana-4167	384	25	bsdn	bsdn	NOUN
cana-4167	384	26	-	-	PUNCT
cana-4167	384	27	hmtd	hmtd	NOUN
cana-4167	384	28	[	[	X
cana-4167	384	29	1	1	NUM
cana-4167	384	30	]	]	PUNCT
cana-4167	384	31	and	and	CCONJ
cana-4167	384	32	fbmp	fbmp	NOUN
cana-4167	384	33	-	-	PUNCT
cana-4167	384	34	ids	ids	NOUN
cana-4167	384	35	[	[	X
cana-4167	384	36	2	2	NUM
cana-4167	384	37	]	]	PUNCT
cana-4167	384	38	respectively	respectively	ADV
cana-4167	384	39	.	.	PUNCT
cana-4167	385	1	this	this	DET
cana-4167	385	2	improvement	improvement	NOUN
cana-4167	385	3	is	be	AUX
cana-4167	385	4	achieved	achieve	VERB
cana-4167	385	5	by	by	ADP
cana-4167	385	6	applying	apply	VERB
cana-4167	385	7	the	the	DET
cana-4167	385	8	kupyna	kupyna	NOUN
cana-4167	385	9	schmidt	schmidt	PROPN
cana-4167	385	10	-	-	PUNCT
cana-4167	385	11	samoa	samoa	PROPN
cana-4167	385	12	signcryption	signcryption	NOUN
cana-4167	385	13	model	model	NOUN
cana-4167	385	14	to	to	PART
cana-4167	385	15	securely	securely	ADV
cana-4167	385	16	transmit	transmit	VERB
cana-4167	385	17	the	the	DET
cana-4167	385	18	data	datum	NOUN
cana-4167	385	19	in	in	ADP
cana-4167	385	20	the	the	DET
cana-4167	385	21	network	network	NOUN
cana-4167	385	22	.	.	PUNCT
cana-4167	386	1	here	here	ADV
cana-4167	386	2	,	,	PUNCT
cana-4167	386	3	the	the	DET
cana-4167	386	4	digital	digital	ADJ
cana-4167	386	5	signature	signature	NOUN
cana-4167	386	6	is	be	AUX
cana-4167	386	7	used	use	VERB
cana-4167	386	8	to	to	PART
cana-4167	386	9	sign	sign	VERB
cana-4167	386	10	the	the	DET
cana-4167	386	11	encrypted	encrypt	VERB
cana-4167	386	12	data	datum	NOUN
cana-4167	386	13	.	.	PUNCT
cana-4167	387	1	at	at	ADP
cana-4167	387	2	the	the	DET
cana-4167	387	3	receiver	receiver	ADJ
cana-4167	387	4	side	side	NOUN
cana-4167	387	5	,	,	PUNCT
cana-4167	387	6	signature	signature	NOUN
cana-4167	387	7	verification	verification	NOUN
cana-4167	387	8	is	be	AUX
cana-4167	387	9	performed	perform	VERB
cana-4167	387	10	to	to	PART
cana-4167	387	11	obtain	obtain	VERB
cana-4167	387	12	the	the	DET
cana-4167	387	13	original	original	ADJ
cana-4167	387	14	data	datum	NOUN
cana-4167	387	15	.	.	PUNCT
cana-4167	388	1	this	this	PRON
cana-4167	388	2	increases	increase	VERB
cana-4167	388	3	the	the	DET
cana-4167	388	4	data	datum	NOUN
cana-4167	388	5	confidentiality	confidentiality	NOUN
cana-4167	388	6	rate	rate	NOUN
cana-4167	388	7	in	in	ADP
cana-4167	388	8	pdrdrn	pdrdrn	NOUN
cana-4167	388	9	-	-	PUNCT
cana-4167	388	10	ksss	ksss	NOUN
cana-4167	388	11	technique	technique	NOUN
cana-4167	388	12	.	.	PUNCT
cana-4167	389	1	5.7	5.7	NUM
cana-4167	389	2	performance	performance	NOUN
cana-4167	389	3	of	of	ADP
cana-4167	389	4	data	datum	NOUN
cana-4167	389	5	integrity	integrity	NOUN
cana-4167	389	6	rate	rate	NOUN
cana-4167	389	7	it	it	PRON
cana-4167	389	8	is	be	AUX
cana-4167	389	9	referred	refer	VERB
cana-4167	389	10	to	to	ADP
cana-4167	389	11	the	the	DET
cana-4167	389	12	number	number	NOUN
cana-4167	389	13	of	of	ADP
cana-4167	389	14	data	data	NOUN
cana-4167	389	15	samples	sample	NOUN
cana-4167	389	16	that	that	PRON
cana-4167	389	17	are	be	AUX
cana-4167	389	18	not	not	PART
cana-4167	389	19	altered	alter	VERB
cana-4167	389	20	by	by	ADP
cana-4167	389	21	unauthorized	unauthorized	ADJ
cana-4167	389	22	users	user	NOUN
cana-4167	389	23	to	to	ADP
cana-4167	389	24	the	the	DET
cana-4167	389	25	total	total	ADJ
cana-4167	389	26	number	number	NOUN
cana-4167	389	27	of	of	ADP
cana-4167	389	28	data	datum	NOUN
cana-4167	389	29	samples	sample	NOUN
cana-4167	389	30	.	.	PUNCT
cana-4167	390	1	the	the	DET
cana-4167	390	2	data	data	NOUN
cana-4167	390	3	integrity	integrity	NOUN
cana-4167	390	4	rate	rate	NOUN
cana-4167	390	5	is	be	AUX
cana-4167	390	6	measured	measure	VERB
cana-4167	390	7	as	as	ADP
cana-4167	390	8	given	give	VERB
cana-4167	390	9	below	below	ADP
cana-4167	390	10	,	,	PUNCT
cana-4167	390	11	𝐷𝐼𝑅	𝐷𝐼𝑅	PROPN
cana-4167	390	12	=	=	PUNCT
cana-4167	390	13	[	[	PUNCT
cana-4167	390	14	𝑁𝐷𝑆𝑛𝑎	𝑁𝐷𝑆𝑛𝑎	NUM
cana-4167	390	15	𝐷𝑆𝑖	𝐷𝑆𝑖	NOUN
cana-4167	390	16	]	]	PUNCT
cana-4167	390	17	∗	∗	VERB
cana-4167	390	18	100	100	NUM
cana-4167	390	19	(	(	PUNCT
cana-4167	390	20	20	20	NUM
cana-4167	390	21	)	)	PUNCT
cana-4167	390	22	where	where	SCONJ
cana-4167	390	23	𝐷𝐼𝑅	𝐷𝐼𝑅	PROPN
cana-4167	390	24	denotes	denote	VERB
cana-4167	390	25	a	a	DET
cana-4167	390	26	data	data	NOUN
cana-4167	390	27	integrity	integrity	NOUN
cana-4167	390	28	rate	rate	NOUN
cana-4167	390	29	that	that	PRON
cana-4167	390	30	computed	compute	VERB
cana-4167	390	31	based	base	VERB
cana-4167	390	32	on	on	ADP
cana-4167	390	33	the	the	DET
cana-4167	390	34	‘	'	PUNCT
cana-4167	390	35	𝑁𝐷𝑆𝑛𝑎	𝑁𝐷𝑆𝑛𝑎	NOUN
cana-4167	390	36	’	'	PUNCT
cana-4167	390	37	data	datum	NOUN
cana-4167	390	38	samples	sample	NOUN
cana-4167	390	39	not	not	PART
cana-4167	390	40	altered	alter	VERB
cana-4167	390	41	to	to	ADP
cana-4167	390	42	the	the	DET
cana-4167	390	43	total	total	ADJ
cana-4167	390	44	data	data	NOUN
cana-4167	390	45	samples	sample	NOUN
cana-4167	390	46	‘	'	PUNCT
cana-4167	390	47	𝐷𝑆𝑖	𝐷𝑆𝑖	NOUN
cana-4167	390	48	’	'	PUNCT
cana-4167	390	49	.	.	PUNCT
cana-4167	391	1	table	table	NOUN
cana-4167	391	2	7	7	NUM
cana-4167	391	3	comparison	comparison	NOUN
cana-4167	391	4	of	of	ADP
cana-4167	391	5	data	datum	NOUN
cana-4167	391	6	integrity	integrity	NOUN
cana-4167	391	7	rate	rate	NOUN
cana-4167	391	8	number	number	NOUN
cana-4167	391	9	of	of	ADP
cana-4167	391	10	data	data	NOUN
cana-4167	391	11	samples	sample	NOUN
cana-4167	391	12	data	datum	NOUN
cana-4167	391	13	integrity	integrity	NOUN
cana-4167	391	14	rate	rate	NOUN
cana-4167	391	15	(	(	PUNCT
cana-4167	391	16	%	%	INTJ
cana-4167	391	17	)	)	PUNCT
cana-4167	391	18	pdrdrnksss	pdrdrnksss	NOUN
cana-4167	391	19	bsdn	bsdn	NOUN
cana-4167	391	20	-	-	PUNCT
cana-4167	391	21	hmtd	hmtd	NOUN
cana-4167	391	22	[	[	X
cana-4167	391	23	1	1	NUM
cana-4167	391	24	]	]	X
cana-4167	391	25	fbmp	fbmp	ADJ
cana-4167	391	26	-	-	PUNCT
cana-4167	391	27	ids	ids	NOUN
cana-4167	391	28	[	[	X
cana-4167	391	29	2	2	NUM
cana-4167	391	30	]	]	PUNCT
cana-4167	391	31	10000	10000	NUM
cana-4167	391	32	98.25	98.25	NUM
cana-4167	391	33	93.25	93.25	NUM
cana-4167	391	34	91.25	91.25	NUM
cana-4167	391	35	20000	20000	NUM
cana-4167	391	36	98.36	98.36	NUM
cana-4167	391	37	93.14	93.14	NUM
cana-4167	391	38	91.63	91.63	NUM
cana-4167	391	39	30000	30000	NUM
cana-4167	391	40	98.62	98.62	NUM
cana-4167	391	41	93.65	93.65	NUM
cana-4167	391	42	91.82	91.82	NUM
cana-4167	391	43	40000	40000	NUM
cana-4167	391	44	98.12	98.12	NUM
cana-4167	391	45	93.54	93.54	NUM
cana-4167	391	46	91.45	91.45	NUM
cana-4167	391	47	50000	50000	NUM
cana-4167	391	48	98.25	98.25	NUM
cana-4167	391	49	93	93	NUM
cana-4167	391	50	91.22	91.22	NUM
cana-4167	391	51	60000	60000	NUM
cana-4167	391	52	98.25	98.25	NUM
cana-4167	391	53	93.11	93.11	NUM
cana-4167	391	54	90.63	90.63	NUM
cana-4167	391	55	70000	70000	NUM
cana-4167	391	56	97	97	NUM
cana-4167	391	57	93.54	93.54	NUM
cana-4167	391	58	90.82	90.82	NUM
cana-4167	391	59	80000	80000	NUM
cana-4167	391	60	98.11	98.11	NUM
cana-4167	391	61	93.82	93.82	NUM
cana-4167	391	62	91.36	91.36	NUM
cana-4167	391	63	90000	90000	NUM
cana-4167	391	64	98.36	98.36	NUM
cana-4167	391	65	93.45	93.45	NUM
cana-4167	391	66	91.25	91.25	NUM
cana-4167	391	67	100000	100000	NUM
cana-4167	391	68	98.41	98.41	NUM
cana-4167	391	69	93.14	93.14	NUM
cana-4167	391	70	91.42	91.42	NUM
cana-4167	391	71	communications	communication	NOUN
cana-4167	391	72	on	on	ADP
cana-4167	391	73	applied	apply	VERB
cana-4167	391	74	nonlinear	nonlinear	ADJ
cana-4167	391	75	analysis	analysis	NOUN
cana-4167	391	76	issn	issn	NOUN
cana-4167	391	77	:	:	PUNCT
cana-4167	391	78	1074	1074	NUM
cana-4167	391	79	-	-	PUNCT
cana-4167	391	80	133x	133x	NUM
cana-4167	391	81	vol	vol	NOUN
cana-4167	391	82	32	32	NUM
cana-4167	392	1	no	no	NOUN
cana-4167	392	2	.	.	PUNCT
cana-4167	393	1	9s	9s	NUM
cana-4167	393	2	(	(	PUNCT
cana-4167	393	3	2025	2025	NUM
cana-4167	393	4	)	)	PUNCT
cana-4167	393	5	1447	1447	NUM
cana-4167	393	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4167	393	7	figure	figure	VERB
cana-4167	393	8	11	11	NUM
cana-4167	393	9	results	result	NOUN
cana-4167	393	10	of	of	ADP
cana-4167	393	11	data	datum	NOUN
cana-4167	393	12	integrity	integrity	NOUN
cana-4167	393	13	rate	rate	NOUN
cana-4167	393	14	figure	figure	NOUN
cana-4167	393	15	11	11	NUM
cana-4167	393	16	depict	depict	NOUN
cana-4167	393	17	the	the	DET
cana-4167	393	18	experimental	experimental	ADJ
cana-4167	393	19	results	result	NOUN
cana-4167	393	20	of	of	ADP
cana-4167	393	21	data	datum	NOUN
cana-4167	393	22	integrity	integrity	NOUN
cana-4167	393	23	rate	rate	NOUN
cana-4167	393	24	using	use	VERB
cana-4167	393	25	pdrdrn	pdrdrn	NOUN
cana-4167	393	26	-	-	PUNCT
cana-4167	393	27	ksss	ksss	NOUN
cana-4167	393	28	technique	technique	NOUN
cana-4167	393	29	,	,	PUNCT
cana-4167	393	30	existing	exist	VERB
cana-4167	393	31	bsdn	bsdn	NOUN
cana-4167	393	32	-	-	PUNCT
cana-4167	393	33	hmtd	hmtd	NOUN
cana-4167	393	34	[	[	X
cana-4167	393	35	1	1	NUM
cana-4167	393	36	]	]	PUNCT
cana-4167	393	37	and	and	CCONJ
cana-4167	393	38	fbmp	fbmp	NOUN
cana-4167	393	39	-	-	PUNCT
cana-4167	393	40	ids	ids	NOUN
cana-4167	393	41	[	[	X
cana-4167	393	42	2	2	NUM
cana-4167	393	43	]	]	PUNCT
cana-4167	393	44	.	.	PUNCT
cana-4167	394	1	the	the	DET
cana-4167	394	2	data	data	NOUN
cana-4167	394	3	integrity	integrity	NOUN
cana-4167	394	4	rate	rate	NOUN
cana-4167	394	5	is	be	AUX
cana-4167	394	6	measured	measure	VERB
cana-4167	394	7	with	with	ADP
cana-4167	394	8	respect	respect	NOUN
cana-4167	394	9	to	to	ADP
cana-4167	394	10	a	a	DET
cana-4167	394	11	number	number	NOUN
cana-4167	394	12	of	of	ADP
cana-4167	394	13	data	datum	NOUN
cana-4167	394	14	samples	sample	NOUN
cana-4167	394	15	in	in	ADP
cana-4167	394	16	the	the	DET
cana-4167	394	17	ranges	range	NOUN
cana-4167	394	18	from	from	ADP
cana-4167	394	19	10000	10000	NUM
cana-4167	394	20	to	to	ADP
cana-4167	394	21	100000	100000	NUM
cana-4167	394	22	.	.	PUNCT
cana-4167	395	1	the	the	DET
cana-4167	395	2	obtained	obtain	VERB
cana-4167	395	3	results	result	NOUN
cana-4167	395	4	reveal	reveal	VERB
cana-4167	395	5	that	that	SCONJ
cana-4167	395	6	the	the	DET
cana-4167	395	7	precision	precision	NOUN
cana-4167	395	8	is	be	AUX
cana-4167	395	9	considerably	considerably	ADV
cana-4167	395	10	increased	increase	VERB
cana-4167	395	11	by	by	ADP
cana-4167	395	12	using	use	VERB
cana-4167	395	13	the	the	DET
cana-4167	395	14	pdrdrn	pdrdrn	NOUN
cana-4167	395	15	-	-	PUNCT
cana-4167	395	16	ksss	ksss	NOUN
cana-4167	395	17	than	than	ADP
cana-4167	395	18	the	the	DET
cana-4167	395	19	other	other	ADJ
cana-4167	395	20	two	two	NUM
cana-4167	395	21	deep	deep	ADJ
cana-4167	395	22	learning	learning	NOUN
cana-4167	395	23	methods	method	NOUN
cana-4167	395	24	.	.	PUNCT
cana-4167	396	1	let	let	VERB
cana-4167	396	2	us	we	PRON
cana-4167	396	3	consider	consider	VERB
cana-4167	396	4	the	the	DET
cana-4167	396	5	10000	10000	NUM
cana-4167	396	6	data	data	NOUN
cana-4167	396	7	samples	sample	NOUN
cana-4167	396	8	to	to	PART
cana-4167	396	9	perform	perform	VERB
cana-4167	396	10	experiments	experiment	NOUN
cana-4167	396	11	.	.	PUNCT
cana-4167	397	1	the	the	DET
cana-4167	397	2	data	data	NOUN
cana-4167	397	3	integrity	integrity	NOUN
cana-4167	397	4	rate	rate	NOUN
cana-4167	397	5	of	of	ADP
cana-4167	397	6	proposed	propose	VERB
cana-4167	397	7	pdrdrn	pdrdrn	NOUN
cana-4167	397	8	-	-	PUNCT
cana-4167	397	9	ksss	ksss	NOUN
cana-4167	397	10	is	be	AUX
cana-4167	397	11	achieved	achieve	VERB
cana-4167	397	12	as	as	ADP
cana-4167	397	13	98.25	98.25	NUM
cana-4167	397	14	%	%	NOUN
cana-4167	397	15	,	,	PUNCT
cana-4167	397	16	bsdn	bsdn	NOUN
cana-4167	397	17	-	-	PUNCT
cana-4167	397	18	hmtd	hmtd	NOUN
cana-4167	397	19	[	[	X
cana-4167	397	20	1	1	NUM
cana-4167	397	21	]	]	PUNCT
cana-4167	397	22	is	be	AUX
cana-4167	397	23	achieved	achieve	VERB
cana-4167	397	24	as	as	ADP
cana-4167	397	25	93.25	93.25	NUM
cana-4167	397	26	%	%	NOUN
cana-4167	397	27	,	,	PUNCT
cana-4167	397	28	and	and	CCONJ
cana-4167	397	29	fbmp	fbmp	NOUN
cana-4167	397	30	-	-	PUNCT
cana-4167	397	31	ids	ids	NOUN
cana-4167	397	32	[	[	X
cana-4167	397	33	2	2	NUM
cana-4167	397	34	]	]	PUNCT
cana-4167	397	35	is	be	AUX
cana-4167	397	36	achieved	achieve	VERB
cana-4167	397	37	as	as	ADP
cana-4167	397	38	91.25	91.25	NUM
cana-4167	397	39	%	%	NOUN
cana-4167	397	40	respectively	respectively	ADV
cana-4167	397	41	.	.	PUNCT
cana-4167	398	1	in	in	ADP
cana-4167	398	2	the	the	DET
cana-4167	398	3	same	same	ADJ
cana-4167	398	4	way	way	NOUN
cana-4167	398	5	,	,	PUNCT
cana-4167	398	6	the	the	DET
cana-4167	398	7	remaining	remain	VERB
cana-4167	398	8	results	result	NOUN
cana-4167	398	9	are	be	AUX
cana-4167	398	10	observed	observe	VERB
cana-4167	398	11	for	for	ADP
cana-4167	398	12	each	each	DET
cana-4167	398	13	method	method	NOUN
cana-4167	398	14	with	with	ADP
cana-4167	398	15	different	different	ADJ
cana-4167	398	16	counts	count	NOUN
cana-4167	398	17	of	of	ADP
cana-4167	398	18	input	input	NOUN
cana-4167	398	19	data	datum	NOUN
cana-4167	398	20	samples	sample	NOUN
cana-4167	398	21	.	.	PUNCT
cana-4167	399	1	the	the	DET
cana-4167	399	2	average	average	NOUN
cana-4167	399	3	of	of	ADP
cana-4167	399	4	ten	ten	NUM
cana-4167	399	5	results	result	NOUN
cana-4167	399	6	indicates	indicate	VERB
cana-4167	399	7	that	that	SCONJ
cana-4167	399	8	the	the	DET
cana-4167	399	9	pdrdrn	pdrdrn	NOUN
cana-4167	399	10	-	-	PUNCT
cana-4167	399	11	ksss	ksss	NOUN
cana-4167	399	12	increases	increase	VERB
cana-4167	399	13	the	the	DET
cana-4167	399	14	performance	performance	NOUN
cana-4167	399	15	of	of	ADP
cana-4167	399	16	the	the	DET
cana-4167	399	17	data	datum	NOUN
cana-4167	399	18	integrity	integrity	NOUN
cana-4167	399	19	rate	rate	NOUN
cana-4167	399	20	by	by	ADP
cana-4167	399	21	5	5	NUM
cana-4167	399	22	%	%	NOUN
cana-4167	399	23	and	and	CCONJ
cana-4167	399	24	8	8	NUM
cana-4167	399	25	%	%	NOUN
cana-4167	399	26	when	when	SCONJ
cana-4167	399	27	compared	compare	VERB
cana-4167	399	28	to	to	ADP
cana-4167	399	29	existing	exist	VERB
cana-4167	399	30	[	[	PUNCT
cana-4167	399	31	1	1	NUM
cana-4167	399	32	]	]	PUNCT
cana-4167	399	33	and	and	CCONJ
cana-4167	399	34	[	[	X
cana-4167	399	35	2	2	NUM
cana-4167	399	36	]	]	PUNCT
cana-4167	399	37	respectively	respectively	ADV
cana-4167	399	38	.	.	PUNCT
cana-4167	400	1	this	this	PRON
cana-4167	400	2	is	be	AUX
cana-4167	400	3	because	because	SCONJ
cana-4167	400	4	of	of	ADP
cana-4167	400	5	using	use	VERB
cana-4167	400	6	kupyna	kupyna	PROPN
cana-4167	400	7	schmidt	schmidt	PROPN
cana-4167	400	8	-	-	PUNCT
cana-4167	400	9	samoa	samoa	PROPN
cana-4167	400	10	signcryption	signcryption	NOUN
cana-4167	400	11	algorithm	algorithm	NOUN
cana-4167	400	12	where	where	SCONJ
cana-4167	400	13	it	it	PRON
cana-4167	400	14	performs	perform	VERB
cana-4167	400	15	signcryption	signcryption	NOUN
cana-4167	400	16	and	and	CCONJ
cana-4167	400	17	unsigncryption	unsigncryption	NOUN
cana-4167	400	18	for	for	ADP
cana-4167	400	19	secure	secure	ADJ
cana-4167	400	20	data	datum	NOUN
cana-4167	400	21	transmission	transmission	NOUN
cana-4167	400	22	.	.	PUNCT
cana-4167	401	1	6	6	NUM
cana-4167	401	2	.	.	X
cana-4167	401	3	conclusion	conclusion	NOUN
cana-4167	401	4	in	in	ADP
cana-4167	401	5	this	this	DET
cana-4167	401	6	paper	paper	NOUN
cana-4167	401	7	,	,	PUNCT
cana-4167	401	8	a	a	DET
cana-4167	401	9	new	new	ADJ
cana-4167	401	10	secure	secure	ADJ
cana-4167	401	11	data	data	NOUN
cana-4167	401	12	transmission	transmission	NOUN
cana-4167	401	13	technique	technique	NOUN
cana-4167	401	14	called	call	VERB
cana-4167	401	15	probabilistic	probabilistic	ADJ
cana-4167	401	16	deming	deming	PROPN
cana-4167	401	17	regressive	regressive	ADJ
cana-4167	401	18	deep	deep	ADJ
cana-4167	401	19	recursive	recursive	ADJ
cana-4167	401	20	network	network	NOUN
cana-4167	401	21	based	base	VERB
cana-4167	401	22	kupyna	kupyna	PROPN
cana-4167	401	23	schmidt	schmidt	PROPN
cana-4167	401	24	-	-	PUNCT
cana-4167	401	25	samoa	samoa	PROPN
cana-4167	401	26	signcryption	signcryption	NOUN
cana-4167	401	27	(	(	PUNCT
cana-4167	401	28	pdrdrn	pdrdrn	NOUN
cana-4167	401	29	-	-	PUNCT
cana-4167	401	30	ksss	ksss	NOUN
cana-4167	401	31	)	)	PUNCT
cana-4167	401	32	technique	technique	NOUN
cana-4167	401	33	is	be	AUX
cana-4167	401	34	introduced	introduce	VERB
cana-4167	401	35	.	.	PUNCT
cana-4167	402	1	the	the	DET
cana-4167	402	2	designed	design	VERB
cana-4167	402	3	technique	technique	NOUN
cana-4167	402	4	combines	combine	VERB
cana-4167	402	5	attack	attack	NOUN
cana-4167	402	6	detection	detection	NOUN
cana-4167	402	7	and	and	CCONJ
cana-4167	402	8	secure	secure	VERB
cana-4167	402	9	transmission	transmission	NOUN
cana-4167	402	10	technique	technique	NOUN
cana-4167	402	11	.	.	PUNCT
cana-4167	403	1	probabilistic	probabilistic	ADJ
cana-4167	403	2	deming	deming	PROPN
cana-4167	403	3	regressive	regressive	ADJ
cana-4167	403	4	similarity	similarity	NOUN
cana-4167	403	5	indexed	index	VERB
cana-4167	403	6	deep	deep	ADJ
cana-4167	403	7	recursive	recursive	ADJ
cana-4167	403	8	network	network	NOUN
cana-4167	403	9	is	be	AUX
cana-4167	403	10	designed	design	VERB
cana-4167	403	11	to	to	PART
cana-4167	403	12	classify	classify	VERB
cana-4167	403	13	the	the	DET
cana-4167	403	14	data	data	NOUN
cana-4167	403	15	samples	sample	NOUN
cana-4167	403	16	into	into	ADP
cana-4167	403	17	normal	normal	ADJ
cana-4167	403	18	and	and	CCONJ
cana-4167	403	19	attack	attack	NOUN
cana-4167	403	20	samples	sample	NOUN
cana-4167	403	21	for	for	ADP
cana-4167	403	22	accurate	accurate	ADJ
cana-4167	403	23	cyber	cyber	NOUN
cana-4167	403	24	attack	attack	NOUN
cana-4167	403	25	detection	detection	NOUN
cana-4167	403	26	.	.	PUNCT
cana-4167	404	1	probabilistic	probabilistic	ADJ
cana-4167	404	2	deming	deming	PROPN
cana-4167	404	3	regression	regression	NOUN
cana-4167	404	4	analysis	analysis	NOUN
cana-4167	404	5	is	be	AUX
cana-4167	404	6	used	use	VERB
cana-4167	404	7	to	to	PART
cana-4167	404	8	choose	choose	VERB
cana-4167	404	9	the	the	DET
cana-4167	404	10	pertinent	pertinent	ADJ
cana-4167	404	11	features	feature	NOUN
cana-4167	404	12	to	to	PART
cana-4167	404	13	reduce	reduce	VERB
cana-4167	404	14	time	time	NOUN
cana-4167	404	15	consumption	consumption	NOUN
cana-4167	404	16	involved	involve	VERB
cana-4167	404	17	in	in	ADP
cana-4167	404	18	the	the	DET
cana-4167	404	19	attack	attack	NOUN
cana-4167	404	20	detection	detection	NOUN
cana-4167	404	21	.	.	PUNCT
cana-4167	405	1	with	with	ADP
cana-4167	405	2	the	the	DET
cana-4167	405	3	selected	select	VERB
cana-4167	405	4	features	feature	NOUN
cana-4167	405	5	,	,	PUNCT
cana-4167	405	6	similarity	similarity	NOUN
cana-4167	405	7	index	index	NOUN
cana-4167	405	8	between	between	ADP
cana-4167	405	9	data	datum	NOUN
cana-4167	405	10	samples	sample	NOUN
cana-4167	405	11	are	be	AUX
cana-4167	405	12	computed	compute	VERB
cana-4167	405	13	to	to	PART
cana-4167	405	14	classify	classify	VERB
cana-4167	405	15	the	the	DET
cana-4167	405	16	data	datum	NOUN
cana-4167	405	17	for	for	ADP
cana-4167	405	18	attack	attack	NOUN
cana-4167	405	19	detection	detection	NOUN
cana-4167	405	20	.	.	PUNCT
cana-4167	406	1	to	to	PART
cana-4167	406	2	securely	securely	ADV
cana-4167	406	3	transmit	transmit	VERB
cana-4167	406	4	the	the	DET
cana-4167	406	5	data	data	NOUN
cana-4167	406	6	samples	sample	NOUN
cana-4167	406	7	,	,	PUNCT
cana-4167	406	8	cramer	cramer	PROPN
cana-4167	406	9	's	's	PART
cana-4167	406	10	correlated	correlate	VERB
cana-4167	406	11	kupyna	kupyna	PROPN
cana-4167	406	12	schmidt	schmidt	PROPN
cana-4167	406	13	-	-	PUNCT
cana-4167	406	14	samoa	samoa	PROPN
cana-4167	406	15	signcryption	signcryption	NOUN
cana-4167	406	16	algorithm	algorithm	NOUN
cana-4167	406	17	is	be	AUX
cana-4167	406	18	applied	apply	VERB
cana-4167	406	19	for	for	ADP
cana-4167	406	20	attaining	attain	VERB
cana-4167	406	21	the	the	DET
cana-4167	406	22	data	data	NOUN
cana-4167	406	23	integrity	integrity	NOUN
cana-4167	406	24	and	and	CCONJ
cana-4167	406	25	confidentiality	confidentiality	NOUN
cana-4167	406	26	.	.	PUNCT
cana-4167	407	1	the	the	DET
cana-4167	407	2	designed	design	VERB
cana-4167	407	3	method	method	NOUN
cana-4167	407	4	includes	include	VERB
cana-4167	407	5	the	the	DET
cana-4167	407	6	advantages	advantage	NOUN
cana-4167	407	7	of	of	ADP
cana-4167	407	8	combining	combine	VERB
cana-4167	407	9	signing	signing	NOUN
cana-4167	407	10	and	and	CCONJ
cana-4167	407	11	encryption	encryption	NOUN
cana-4167	407	12	into	into	ADP
cana-4167	407	13	a	a	DET
cana-4167	407	14	single	single	ADJ
cana-4167	407	15	process	process	NOUN
cana-4167	407	16	that	that	PRON
cana-4167	407	17	enhances	enhance	VERB
cana-4167	407	18	the	the	DET
cana-4167	407	19	security	security	NOUN
cana-4167	407	20	,	,	PUNCT
cana-4167	407	21	efficiency	efficiency	NOUN
cana-4167	407	22	and	and	CCONJ
cana-4167	407	23	overall	overall	ADJ
cana-4167	407	24	performance	performance	NOUN
cana-4167	407	25	.	.	PUNCT
cana-4167	408	1	experimental	experimental	ADJ
cana-4167	408	2	evaluation	evaluation	NOUN
cana-4167	408	3	is	be	AUX
cana-4167	408	4	performed	perform	VERB
cana-4167	408	5	by	by	ADP
cana-4167	408	6	using	use	VERB
cana-4167	408	7	the	the	DET
cana-4167	408	8	unsw	unsw	NOUN
cana-4167	408	9	-	-	PUNCT
cana-4167	408	10	nb15	nb15	PROPN
cana-4167	408	11	dataset	dataset	NOUN
cana-4167	408	12	.	.	PUNCT
cana-4167	409	1	the	the	DET
cana-4167	409	2	obtained	obtain	VERB
cana-4167	409	3	results	result	NOUN
cana-4167	409	4	confirm	confirm	VERB
cana-4167	409	5	that	that	SCONJ
cana-4167	409	6	the	the	DET
cana-4167	409	7	pdrdrn	pdrdrn	NOUN
cana-4167	409	8	-	-	PUNCT
cana-4167	409	9	ksss	ksss	NOUN
cana-4167	409	10	technique	technique	NOUN
cana-4167	409	11	increases	increase	VERB
cana-4167	409	12	the	the	DET
cana-4167	409	13	attack	attack	NOUN
cana-4167	409	14	detection	detection	NOUN
cana-4167	409	15	accuracy	accuracy	NOUN
cana-4167	409	16	,	,	PUNCT
cana-4167	409	17	precision	precision	NOUN
cana-4167	409	18	,	,	PUNCT
cana-4167	409	19	recall	recall	NOUN
cana-4167	409	20	,	,	PUNCT
cana-4167	409	21	data	datum	NOUN
cana-4167	409	22	confidentiality	confidentiality	NOUN
cana-4167	409	23	,	,	PUNCT
cana-4167	409	24	integrity	integrity	NOUN
cana-4167	409	25	with	with	ADP
cana-4167	409	26	minimal	minimal	ADJ
cana-4167	409	27	time	time	NOUN
cana-4167	409	28	than	than	ADP
cana-4167	409	29	the	the	DET
cana-4167	409	30	state	state	NOUN
cana-4167	409	31	-	-	PUNCT
cana-4167	409	32	of	of	ADP
cana-4167	409	33	-	-	PUNCT
cana-4167	409	34	the	the	DET
cana-4167	409	35	-	-	PUNCT
cana-4167	409	36	art	art	NOUN
cana-4167	409	37	methods	method	NOUN
cana-4167	409	38	.	.	PUNCT
cana-4167	410	1	86	86	NUM
cana-4167	410	2	88	88	NUM
cana-4167	410	3	90	90	NUM
cana-4167	410	4	92	92	NUM
cana-4167	410	5	94	94	NUM
cana-4167	410	6	96	96	NUM
cana-4167	410	7	98	98	NUM
cana-4167	410	8	100	100	NUM
cana-4167	410	9	1	1	NUM
cana-4167	410	10	0	0	NUM
cana-4167	410	11	0	0	NUM
cana-4167	410	12	0	0	NUM
cana-4167	410	13	0	0	NUM
cana-4167	410	14	2	2	NUM
cana-4167	410	15	0	0	NUM
cana-4167	410	16	0	0	NUM
cana-4167	410	17	0	0	NUM
cana-4167	410	18	0	0	NUM
cana-4167	410	19	3	3	NUM
cana-4167	410	20	0	0	NUM
cana-4167	410	21	0	0	NUM
cana-4167	410	22	0	0	NUM
cana-4167	410	23	0	0	NUM
cana-4167	410	24	4	4	NUM
cana-4167	410	25	0	0	NUM
cana-4167	410	26	0	0	NUM
cana-4167	410	27	0	0	NUM
cana-4167	410	28	0	0	NUM
cana-4167	410	29	5	5	NUM
cana-4167	410	30	0	0	NUM
cana-4167	410	31	0	0	NUM
cana-4167	410	32	0	0	NUM
cana-4167	410	33	0	0	NUM
cana-4167	410	34	6	6	NUM
cana-4167	410	35	0	0	NUM
cana-4167	410	36	0	0	NUM
cana-4167	410	37	0	0	NUM
cana-4167	410	38	0	0	NUM
cana-4167	410	39	7	7	NUM
cana-4167	410	40	0	0	NUM
cana-4167	410	41	0	0	NUM
cana-4167	410	42	0	0	NUM
cana-4167	410	43	0	0	NUM
cana-4167	410	44	8	8	NUM
cana-4167	410	45	0	0	NUM
cana-4167	410	46	0	0	NUM
cana-4167	410	47	0	0	NUM
cana-4167	410	48	0	0	NUM
cana-4167	410	49	9	9	NUM
cana-4167	410	50	0	0	NUM
cana-4167	410	51	0	0	NUM
cana-4167	410	52	0	0	NUM
cana-4167	410	53	0	0	NUM
cana-4167	410	54	1	1	NUM
cana-4167	410	55	0	0	NUM
cana-4167	410	56	0	0	NUM
cana-4167	410	57	0	0	NUM
cana-4167	410	58	0	0	NUM
cana-4167	410	59	0	0	NUM
cana-4167	411	1	d	d	NOUN
cana-4167	411	2	a	a	PRON
cana-4167	411	3	ta	ta	ADP
cana-4167	411	4	i	i	PRON
cana-4167	411	5	n	n	ADV
cana-4167	411	6	te	te	VERB
cana-4167	411	7	g	g	PROPN
cana-4167	411	8	ri	ri	INTJ
cana-4167	411	9	ty	ty	INTJ
cana-4167	411	10	r	r	NOUN
cana-4167	411	11	a	a	DET
cana-4167	411	12	te	te	PROPN
cana-4167	411	13	(	(	PUNCT
cana-4167	411	14	%	%	NOUN
cana-4167	411	15	)	)	PUNCT
cana-4167	411	16	number	number	NOUN
cana-4167	411	17	of	of	ADP
cana-4167	411	18	data	datum	NOUN
cana-4167	411	19	samples	sample	NOUN
cana-4167	411	20	pdrdrn	pdrdrn	NOUN
cana-4167	411	21	-	-	PUNCT
cana-4167	411	22	ksss	ksss	NOUN
cana-4167	411	23	bsdn	bsdn	NOUN
cana-4167	411	24	-	-	PUNCT
cana-4167	411	25	hmtd	hmtd	NOUN
cana-4167	411	26	[	[	X
cana-4167	411	27	1	1	NUM
cana-4167	411	28	]	]	X
cana-4167	411	29	fbmp	fbmp	ADJ
cana-4167	411	30	-	-	PUNCT
cana-4167	411	31	ids	ids	NOUN
cana-4167	411	32	[	[	X
cana-4167	411	33	2	2	NUM
cana-4167	411	34	]	]	PUNCT
cana-4167	411	35	communications	communication	NOUN
cana-4167	411	36	on	on	ADP
cana-4167	411	37	applied	apply	VERB
cana-4167	411	38	nonlinear	nonlinear	ADJ
cana-4167	411	39	analysis	analysis	NOUN
cana-4167	411	40	issn	issn	NOUN
cana-4167	411	41	:	:	PUNCT
cana-4167	411	42	1074	1074	NUM
cana-4167	411	43	-	-	PUNCT
cana-4167	411	44	133x	133x	NUM
cana-4167	411	45	vol	vol	NOUN
cana-4167	411	46	32	32	NUM
cana-4167	411	47	no	no	NOUN
cana-4167	411	48	.	.	PUNCT
cana-4167	412	1	9s	9s	NUM
cana-4167	412	2	(	(	PUNCT
cana-4167	412	3	2025	2025	NUM
cana-4167	412	4	)	)	PUNCT
cana-4167	412	5	1448	1448	NUM
cana-4167	412	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4167	412	7	references	reference	NOUN
cana-4167	412	8	[	[	X
cana-4167	412	9	1	1	NUM
cana-4167	412	10	]	]	PUNCT
cana-4167	412	11	parthasarathy	parthasarathy	NOUN
cana-4167	412	12	ramadass	ramadass	NOUN
cana-4167	412	13	,	,	PUNCT
cana-4167	412	14	raja	raja	PROPN
cana-4167	412	15	shree	shree	PROPN
cana-4167	412	16	sekar	sekar	PROPN
cana-4167	412	17	b	b	PROPN
cana-4167	412	18	,	,	PUNCT
cana-4167	412	19	saravanan	saravanan	PROPN
cana-4167	412	20	srinivasan	srinivasan	PROPN
cana-4167	412	21	,	,	PUNCT
cana-4167	412	22	sandeep	sandeep	PROPN
cana-4167	412	23	kumar	kumar	PROPN
cana-4167	412	24	mathivanan	mathivanan	PROPN
cana-4167	412	25	,	,	PUNCT
cana-4167	412	26	basu	basu	PROPN
cana-4167	412	27	dev	dev	PROPN
cana-4167	412	28	shivahare	shivahare	PROPN
cana-4167	412	29	,	,	PUNCT
cana-4167	412	30	saurav	saurav	PROPN
cana-4167	412	31	mallik	mallik	PROPN
cana-4167	412	32	,	,	PUNCT
cana-4167	412	33	naim	naim	PROPN
cana-4167	412	34	ahmad	ahmad	PROPN
cana-4167	412	35	,	,	PUNCT
cana-4167	412	36	and	and	CCONJ
cana-4167	412	37	wade	wade	PROPN
cana-4167	412	38	ghribi	ghribi	PROPN
cana-4167	412	39	,	,	PUNCT
cana-4167	412	40	“	"	PUNCT
cana-4167	412	41	bsdn	bsdn	NOUN
cana-4167	412	42	-	-	PUNCT
cana-4167	412	43	hmtd	hmtd	NOUN
cana-4167	412	44	:	:	PUNCT
cana-4167	412	45	a	a	DET
cana-4167	412	46	blockchain	blockchain	NOUN
cana-4167	412	47	supported	support	VERB
cana-4167	412	48	sdn	sdn	NOUN
cana-4167	412	49	framework	framework	NOUN
cana-4167	412	50	for	for	ADP
cana-4167	412	51	detecting	detect	VERB
cana-4167	412	52	ddos	ddos	NOUN
cana-4167	412	53	attacks	attack	NOUN
cana-4167	412	54	using	use	VERB
cana-4167	412	55	deep	deep	ADJ
cana-4167	412	56	learning	learning	NOUN
cana-4167	412	57	method	method	NOUN
cana-4167	412	58	”	"	PUNCT
cana-4167	412	59	,	,	PUNCT
cana-4167	412	60	egyptian	egyptian	ADJ
cana-4167	412	61	informatics	informatic	NOUN
cana-4167	412	62	journal	journal	PROPN
cana-4167	412	63	,	,	PUNCT
cana-4167	412	64	elsevier	elsevier	PROPN
cana-4167	412	65	,	,	PUNCT
cana-4167	412	66	volume	volume	NOUN
cana-4167	412	67	27	27	NUM
cana-4167	412	68	,	,	PUNCT
cana-4167	412	69	2024	2024	NUM
cana-4167	412	70	,	,	PUNCT
cana-4167	412	71	pages	page	NOUN
cana-4167	412	72	1	1	NUM
cana-4167	412	73	-	-	SYM
cana-4167	412	74	18	18	NUM
cana-4167	412	75	[	[	X
cana-4167	412	76	2	2	NUM
cana-4167	412	77	]	]	X
cana-4167	412	78	sabrina	sabrina	PROPN
cana-4167	412	79	sakraoui	sakraoui	PROPN
cana-4167	412	80	,	,	PUNCT
cana-4167	412	81	ahmed	ahmed	PROPN
cana-4167	412	82	ahmim	ahmim	PROPN
cana-4167	412	83	,	,	PUNCT
cana-4167	412	84	makhlouf	makhlouf	PROPN
cana-4167	412	85	derdour	derdour	PROPN
cana-4167	412	86	,	,	PUNCT
cana-4167	412	87	marwa	marwa	PROPN
cana-4167	412	88	ahmim	ahmim	PROPN
cana-4167	412	89	,	,	PUNCT
cana-4167	412	90	sarra	sarra	PROPN
cana-4167	412	91	namane	namane	PROPN
cana-4167	412	92	,	,	PUNCT
cana-4167	412	93	and	and	CCONJ
cana-4167	412	94	imed	imed	PROPN
cana-4167	412	95	ben	ben	PROPN
cana-4167	412	96	dhaou	dhaou	PROPN
cana-4167	412	97	,	,	PUNCT
cana-4167	412	98	“	"	PUNCT
cana-4167	412	99	fbmp	fbmp	ADJ
cana-4167	412	100	-	-	PUNCT
cana-4167	412	101	ids	ids	NOUN
cana-4167	412	102	:	:	PUNCT
cana-4167	412	103	fl	fl	NOUN
cana-4167	412	104	-	-	PUNCT
cana-4167	412	105	based	base	VERB
cana-4167	412	106	blockchain	blockchain	NOUN
cana-4167	412	107	-	-	PUNCT
cana-4167	412	108	powered	power	VERB
cana-4167	412	109	lightweight	lightweight	ADJ
cana-4167	412	110	mpc	mpc	NOUN
cana-4167	412	111	-	-	PUNCT
cana-4167	412	112	secured	secured	ADJ
cana-4167	412	113	ids	id	NOUN
cana-4167	412	114	for	for	ADP
cana-4167	412	115	6	6	NUM
cana-4167	412	116	g	g	PROPN
cana-4167	412	117	networks	network	NOUN
cana-4167	412	118	”	"	PUNCT
cana-4167	412	119	,	,	PUNCT
cana-4167	412	120	ieee	ieee	NOUN
cana-4167	412	121	access	access	NOUN
cana-4167	412	122	,	,	PUNCT
cana-4167	412	123	volume	volume	NOUN
cana-4167	412	124	:	:	PUNCT
cana-4167	412	125	12	12	NUM
cana-4167	412	126	,	,	PUNCT
cana-4167	412	127	2024	2024	NUM
cana-4167	412	128	,	,	PUNCT
cana-4167	412	129	pages	page	NOUN
cana-4167	412	130	105887	105887	NUM
cana-4167	412	131	–	–	PUNCT
cana-4167	412	132	105905	105905	NUM
cana-4167	413	1	[	[	X
cana-4167	413	2	3	3	X
cana-4167	413	3	]	]	X
cana-4167	413	4	g.	g.	PROPN
cana-4167	413	5	ganapathy	ganapathy	PROPN
cana-4167	413	6	,	,	PUNCT
cana-4167	413	7	sujathajamuna	sujathajamuna	PROPN
cana-4167	413	8	anand	anand	PROPN
cana-4167	413	9	,	,	PUNCT
cana-4167	413	10	m.	m.	NOUN
cana-4167	413	11	jayaprakash	jayaprakash	PROPN
cana-4167	413	12	,	,	PUNCT
cana-4167	413	13	s.	s.	PROPN
cana-4167	413	14	lakshmi	lakshmi	PROPN
cana-4167	413	15	,	,	PUNCT
cana-4167	413	16	v.	v.	CCONJ
cana-4167	413	17	banu	banu	PROPN
cana-4167	413	18	priya	priya	PROPN
cana-4167	413	19	,	,	PUNCT
cana-4167	413	20	samuthira	samuthira	PROPN
cana-4167	413	21	pandi	pandi	PROPN
cana-4167	413	22	v	v	PROPN
cana-4167	413	23	,	,	PUNCT
cana-4167	413	24	“	"	PUNCT
cana-4167	413	25	a	a	DET
cana-4167	413	26	blockchain	blockchain	NOUN
cana-4167	413	27	based	base	VERB
cana-4167	413	28	federated	federate	VERB
cana-4167	413	29	deep	deep	ADJ
cana-4167	413	30	learning	learning	NOUN
cana-4167	413	31	model	model	NOUN
cana-4167	413	32	for	for	ADP
cana-4167	413	33	secured	secured	ADJ
cana-4167	413	34	data	data	NOUN
cana-4167	413	35	transmission	transmission	NOUN
cana-4167	413	36	in	in	ADP
cana-4167	413	37	healthcare	healthcare	PROPN
cana-4167	413	38	iot	iot	PROPN
cana-4167	413	39	networks	network	NOUN
cana-4167	413	40	”	"	PUNCT
cana-4167	413	41	,	,	PUNCT
cana-4167	413	42	measurement	measurement	NOUN
cana-4167	413	43	:	:	PUNCT
cana-4167	413	44	sensors	sensor	NOUN
cana-4167	413	45	,	,	PUNCT
cana-4167	413	46	elsevier	elsevier	NOUN
cana-4167	413	47	,	,	PUNCT
cana-4167	413	48	volume	volume	NOUN
cana-4167	413	49	33	33	NUM
cana-4167	413	50	,	,	PUNCT
cana-4167	413	51	june	june	PROPN
cana-4167	413	52	2024	2024	NUM
cana-4167	413	53	,	,	PUNCT
cana-4167	413	54	pages	page	NOUN
cana-4167	413	55	1	1	NUM
cana-4167	413	56	-	-	SYM
cana-4167	413	57	9	9	NUM
cana-4167	413	58	[	[	SYM
cana-4167	413	59	4	4	NUM
cana-4167	413	60	]	]	PUNCT
cana-4167	413	61	rafidah	rafidah	NOUN
cana-4167	413	62	ahmad	ahmad	PROPN
cana-4167	413	63	,	,	PUNCT
cana-4167	413	64	jagadheswaran	jagadheswaran	ADJ
cana-4167	413	65	rajendran	rajendran	NOUN
cana-4167	413	66	,	,	PUNCT
cana-4167	413	67	widad	widad	PROPN
cana-4167	413	68	ismail	ismail	PROPN
cana-4167	413	69	,	,	PUNCT
cana-4167	413	70	“	"	PUNCT
cana-4167	413	71	parallel	parallel	ADJ
cana-4167	413	72	-	-	PUNCT
cana-4167	413	73	pipelined	pipeline	VERB
cana-4167	413	74	-	-	PUNCT
cana-4167	413	75	memory	memory	NOUN
cana-4167	413	76	blowfish	blowfish	PROPN
cana-4167	413	77	fpga	fpga	PROPN
cana-4167	413	78	-	-	PUNCT
cana-4167	413	79	based	base	VERB
cana-4167	413	80	radio	radio	NOUN
cana-4167	413	81	system	system	NOUN
cana-4167	413	82	with	with	ADP
cana-4167	413	83	improved	improved	ADJ
cana-4167	413	84	power	power	NOUN
cana-4167	413	85	-	-	PUNCT
cana-4167	413	86	throughput	throughput	NOUN
cana-4167	413	87	for	for	ADP
cana-4167	413	88	secured	secured	ADJ
cana-4167	413	89	iot	iot	NOUN
cana-4167	413	90	network	network	NOUN
cana-4167	413	91	”	"	PUNCT
cana-4167	413	92	,	,	PUNCT
cana-4167	413	93	ain	ain	PROPN
cana-4167	413	94	shams	sham	NOUN
cana-4167	413	95	engineering	engineering	NOUN
cana-4167	413	96	journal	journal	NOUN
cana-4167	413	97	,	,	PUNCT
cana-4167	413	98	volume	volume	NOUN
cana-4167	413	99	15	15	NUM
cana-4167	413	100	,	,	PUNCT
cana-4167	413	101	issue	issue	NOUN
cana-4167	413	102	4	4	NUM
cana-4167	413	103	,	,	PUNCT
cana-4167	413	104	2024	2024	NUM
cana-4167	413	105	,	,	PUNCT
cana-4167	413	106	pages	page	NOUN
cana-4167	413	107	1	1	NUM
cana-4167	413	108	-	-	SYM
cana-4167	413	109	13	13	NUM
cana-4167	413	110	[	[	X
cana-4167	413	111	5	5	NUM
cana-4167	413	112	]	]	X
cana-4167	413	113	ruqaya	ruqaya	NOUN
cana-4167	413	114	abdulhasan	abdulhasan	PROPN
cana-4167	413	115	abed	abe	VERB
cana-4167	413	116	,	,	PUNCT
cana-4167	413	117	ekhlas	ekhla	NOUN
cana-4167	413	118	kadhum	kadhum	PROPN
cana-4167	413	119	hamza	hamza	PROPN
cana-4167	413	120	,	,	PUNCT
cana-4167	413	121	amjad	amjad	PROPN
cana-4167	413	122	j.	j.	PROPN
cana-4167	413	123	humaidi	humaidi	PROPN
cana-4167	413	124	,	,	PUNCT
cana-4167	413	125	“	"	PUNCT
cana-4167	413	126	a	a	DET
cana-4167	413	127	modified	modify	VERB
cana-4167	413	128	cnn	cnn	PROPN
cana-4167	413	129	-	-	PUNCT
cana-4167	413	130	ids	ids	PROPN
cana-4167	413	131	model	model	NOUN
cana-4167	413	132	for	for	ADP
cana-4167	413	133	enhancing	enhance	VERB
cana-4167	413	134	the	the	DET
cana-4167	413	135	efficacy	efficacy	NOUN
cana-4167	413	136	of	of	ADP
cana-4167	413	137	intrusion	intrusion	NOUN
cana-4167	413	138	detection	detection	NOUN
cana-4167	413	139	system	system	NOUN
cana-4167	413	140	”	"	PUNCT
cana-4167	413	141	,	,	PUNCT
cana-4167	413	142	measurement	measurement	NOUN
cana-4167	413	143	:	:	PUNCT
cana-4167	413	144	sensors	sensor	NOUN
cana-4167	413	145	,	,	PUNCT
cana-4167	413	146	volume	volume	NOUN
cana-4167	413	147	35	35	NUM
cana-4167	413	148	,	,	PUNCT
cana-4167	413	149	2024	2024	NUM
cana-4167	413	150	,	,	PUNCT
cana-4167	413	151	pages	page	NOUN
cana-4167	413	152	1	1	NUM
cana-4167	413	153	-	-	SYM
cana-4167	413	154	11	11	NUM
cana-4167	414	1	[	[	X
cana-4167	414	2	6	6	NUM
cana-4167	414	3	]	]	PUNCT
cana-4167	414	4	farhan	farhan	PROPN
cana-4167	414	5	ullah	ullah	PROPN
cana-4167	414	6	,	,	PUNCT
cana-4167	414	7	shamsher	shamsher	PROPN
cana-4167	414	8	ullah	ullah	PROPN
cana-4167	414	9	,	,	PUNCT
cana-4167	414	10	gautam	gautam	PROPN
cana-4167	414	11	srivastava	srivastava	PROPN
cana-4167	414	12	,	,	PUNCT
cana-4167	414	13	jerry	jerry	PROPN
cana-4167	414	14	chun	chun	PROPN
cana-4167	414	15	-	-	PUNCT
cana-4167	414	16	wei	wei	PROPN
cana-4167	414	17	lin	lin	PROPN
cana-4167	414	18	,	,	PUNCT
cana-4167	414	19	“	"	PUNCT
cana-4167	414	20	ids	ids	NOUN
cana-4167	414	21	-	-	PUNCT
cana-4167	414	22	int	int	NOUN
cana-4167	414	23	:	:	PUNCT
cana-4167	414	24	intrusion	intrusion	NOUN
cana-4167	414	25	detection	detection	NOUN
cana-4167	414	26	system	system	NOUN
cana-4167	414	27	using	use	VERB
cana-4167	414	28	transformer	transformer	NOUN
cana-4167	414	29	-	-	PUNCT
cana-4167	414	30	based	base	VERB
cana-4167	414	31	transfer	transfer	NOUN
cana-4167	414	32	learning	learn	VERB
cana-4167	414	33	for	for	ADP
cana-4167	414	34	imbalanced	imbalanced	ADJ
cana-4167	414	35	network	network	NOUN
cana-4167	414	36	traffic	traffic	NOUN
cana-4167	414	37	”	"	PUNCT
cana-4167	414	38	,	,	PUNCT
cana-4167	414	39	digital	digital	ADJ
cana-4167	414	40	communications	communication	NOUN
cana-4167	414	41	and	and	CCONJ
cana-4167	414	42	networks	network	NOUN
cana-4167	414	43	,	,	PUNCT
cana-4167	414	44	volume	volume	NOUN
cana-4167	414	45	10	10	NUM
cana-4167	414	46	,	,	PUNCT
cana-4167	414	47	issue	issue	NOUN
cana-4167	414	48	1	1	NUM
cana-4167	414	49	,	,	PUNCT
cana-4167	414	50	february	february	PROPN
cana-4167	414	51	2024	2024	NUM
cana-4167	414	52	,	,	PUNCT
cana-4167	414	53	pages	page	NOUN
cana-4167	414	54	190	190	NUM
cana-4167	414	55	-	-	SYM
cana-4167	414	56	204	204	NUM
cana-4167	414	57	[	[	X
cana-4167	414	58	7	7	NUM
cana-4167	414	59	]	]	PUNCT
cana-4167	414	60	lambert	lambert	PROPN
cana-4167	414	61	kofi	kofi	PROPN
cana-4167	414	62	gyan	gyan	PROPN
cana-4167	414	63	danquah	danquah	PROPN
cana-4167	414	64	,	,	PUNCT
cana-4167	414	65	stanley	stanley	PROPN
cana-4167	414	66	yaw	yaw	PROPN
cana-4167	414	67	appiah	appiah	PROPN
cana-4167	414	68	,	,	PUNCT
cana-4167	414	69	victoria	victoria	PROPN
cana-4167	414	70	adzovi	adzovi	PROPN
cana-4167	414	71	mantey	mantey	PROPN
cana-4167	414	72	,	,	PUNCT
cana-4167	414	73	iddrisu	iddrisu	PROPN
cana-4167	414	74	danlard	danlard	PROPN
cana-4167	414	75	b	b	PROPN
cana-4167	414	76	,	,	PUNCT
cana-4167	414	77	emmanuel	emmanuel	PROPN
cana-4167	414	78	kofi	kofi	PROPN
cana-4167	414	79	akowuah	akowuah	PROPN
cana-4167	414	80	,	,	PUNCT
cana-4167	414	81	“	"	PUNCT
cana-4167	414	82	computationally	computationally	ADV
cana-4167	414	83	efficient	efficient	ADJ
cana-4167	414	84	deep	deep	ADJ
cana-4167	414	85	federated	federated	ADJ
cana-4167	414	86	learning	learning	NOUN
cana-4167	414	87	with	with	ADP
cana-4167	414	88	optimized	optimize	VERB
cana-4167	414	89	feature	feature	NOUN
cana-4167	414	90	selection	selection	NOUN
cana-4167	414	91	for	for	ADP
cana-4167	414	92	iot	iot	ADJ
cana-4167	414	93	botnet	botnet	NOUN
cana-4167	414	94	attack	attack	NOUN
cana-4167	414	95	detection	detection	PROPN
cana-4167	414	96	”	"	PUNCT
cana-4167	414	97	,	,	PUNCT
cana-4167	414	98	intelligent	intelligent	ADJ
cana-4167	414	99	systems	system	NOUN
cana-4167	414	100	with	with	ADP
cana-4167	414	101	applications	application	NOUN
cana-4167	414	102	,	,	PUNCT
cana-4167	414	103	volume	volume	NOUN
cana-4167	414	104	25	25	NUM
cana-4167	414	105	,	,	PUNCT
cana-4167	414	106	march	march	PROPN
cana-4167	414	107	2025	2025	NUM
cana-4167	414	108	,	,	PUNCT
cana-4167	414	109	pages	page	NOUN
cana-4167	414	110	1	1	NUM
cana-4167	414	111	-	-	SYM
cana-4167	414	112	9	9	NUM
cana-4167	414	113	[	[	SYM
cana-4167	414	114	8	8	NUM
cana-4167	414	115	]	]	X
cana-4167	414	116	mansi	mansi	PROPN
cana-4167	414	117	h.	h.	PROPN
cana-4167	414	118	bhavsar	bhavsar	PROPN
cana-4167	414	119	,	,	PUNCT
cana-4167	414	120	yohannes	yohannes	PROPN
cana-4167	414	121	b.	b.	PROPN
cana-4167	414	122	bekele	bekele	PROPN
cana-4167	414	123	,	,	PUNCT
cana-4167	414	124	kaushik	kaushik	PROPN
cana-4167	414	125	roy	roy	PROPN
cana-4167	414	126	,	,	PUNCT
cana-4167	414	127	john	john	PROPN
cana-4167	414	128	c.	c.	PROPN
cana-4167	414	129	kelly	kelly	PROPN
cana-4167	414	130	,	,	PUNCT
cana-4167	414	131	and	and	CCONJ
cana-4167	414	132	daniel	daniel	PROPN
cana-4167	414	133	limbrick	limbrick	PROPN
cana-4167	414	134	,	,	PUNCT
cana-4167	414	135	“	"	PUNCT
cana-4167	414	136	fl	fl	NOUN
cana-4167	414	137	-	-	PUNCT
cana-4167	414	138	ids	ids	NOUN
cana-4167	414	139	:	:	PUNCT
cana-4167	414	140	federated	federated	ADJ
cana-4167	414	141	learning	learning	NOUN
cana-4167	414	142	-	-	PUNCT
cana-4167	414	143	based	base	VERB
cana-4167	414	144	intrusion	intrusion	NOUN
cana-4167	414	145	detection	detection	NOUN
cana-4167	414	146	system	system	NOUN
cana-4167	414	147	using	use	VERB
cana-4167	414	148	edge	edge	NOUN
cana-4167	414	149	devices	device	NOUN
cana-4167	414	150	for	for	ADP
cana-4167	414	151	transportation	transportation	NOUN
cana-4167	414	152	iot	iot	NOUN
cana-4167	414	153	”	"	PUNCT
cana-4167	414	154	,	,	PUNCT
cana-4167	414	155	ieee	ieee	NOUN
cana-4167	414	156	access	access	NOUN
cana-4167	414	157	,	,	PUNCT
cana-4167	414	158	volume	volume	NOUN
cana-4167	414	159	12	12	NUM
cana-4167	414	160	,	,	PUNCT
cana-4167	414	161	2024	2024	NUM
cana-4167	414	162	,	,	PUNCT
cana-4167	414	163	pages	page	NOUN
cana-4167	414	164	52215	52215	NUM
cana-4167	414	165	–	–	PUNCT
cana-4167	414	166	52226	52226	NUM
cana-4167	414	167	[	[	X
cana-4167	414	168	9	9	NUM
cana-4167	414	169	]	]	PUNCT
cana-4167	414	170	k.	k.	NOUN
cana-4167	414	171	sedhuramalingam	sedhuramalingam	PROPN
cana-4167	414	172	,	,	PUNCT
cana-4167	414	173	n.	n.	PROPN
cana-4167	414	174	saravanakumar	saravanakumar	PROPN
cana-4167	414	175	,	,	PUNCT
cana-4167	414	176	“	"	PUNCT
cana-4167	414	177	a	a	DET
cana-4167	414	178	novel	novel	ADJ
cana-4167	414	179	optimal	optimal	ADJ
cana-4167	414	180	deep	deep	ADJ
cana-4167	414	181	learning	learning	NOUN
cana-4167	414	182	approach	approach	NOUN
cana-4167	414	183	for	for	ADP
cana-4167	414	184	designing	design	VERB
cana-4167	414	185	intrusion	intrusion	NOUN
cana-4167	414	186	detection	detection	NOUN
cana-4167	414	187	system	system	NOUN
cana-4167	414	188	in	in	ADP
cana-4167	414	189	wireless	wireless	ADJ
cana-4167	414	190	sensor	sensor	NOUN
cana-4167	414	191	networks	network	NOUN
cana-4167	414	192	”	"	PUNCT
cana-4167	414	193	,	,	PUNCT
cana-4167	414	194	egyptian	egyptian	ADJ
cana-4167	414	195	informatics	informatic	NOUN
cana-4167	414	196	journal	journal	PROPN
cana-4167	414	197	,	,	PUNCT
cana-4167	414	198	volume	volume	NOUN
cana-4167	414	199	27	27	NUM
cana-4167	414	200	,	,	PUNCT
cana-4167	414	201	september	september	PROPN
cana-4167	414	202	2024	2024	NUM
cana-4167	414	203	,	,	PUNCT
cana-4167	414	204	pages	page	NOUN
cana-4167	414	205	1	1	NUM
cana-4167	414	206	-	-	SYM
cana-4167	414	207	8	8	NUM
cana-4167	414	208	[	[	SYM
cana-4167	414	209	10	10	NUM
cana-4167	414	210	]	]	X
cana-4167	414	211	osama	osama	PROPN
cana-4167	414	212	a.	a.	NOUN
cana-4167	414	213	khashan	khashan	PROPN
cana-4167	414	214	,	,	PUNCT
cana-4167	414	215	“	"	PUNCT
cana-4167	414	216	blockchain	blockchain	NOUN
cana-4167	414	217	-	-	PUNCT
cana-4167	414	218	machine	machine	NOUN
cana-4167	414	219	learning	learning	NOUN
cana-4167	414	220	fusion	fusion	NOUN
cana-4167	414	221	for	for	ADP
cana-4167	414	222	enhanced	enhanced	ADJ
cana-4167	414	223	malicious	malicious	ADJ
cana-4167	414	224	node	node	ADJ
cana-4167	414	225	detection	detection	NOUN
cana-4167	414	226	in	in	ADP
cana-4167	414	227	wireless	wireless	ADJ
cana-4167	414	228	sensor	sensor	NOUN
cana-4167	414	229	networks	network	NOUN
cana-4167	414	230	”	"	PUNCT
cana-4167	414	231	,	,	PUNCT
cana-4167	414	232	knowledge	knowledge	NOUN
cana-4167	414	233	-	-	PUNCT
cana-4167	414	234	based	base	VERB
cana-4167	414	235	systems	system	NOUN
cana-4167	414	236	,	,	PUNCT
cana-4167	414	237	volume	volume	NOUN
cana-4167	414	238	304	304	NUM
cana-4167	414	239	,	,	PUNCT
cana-4167	414	240	25	25	NUM
cana-4167	414	241	november	november	PROPN
cana-4167	414	242	2024	2024	NUM
cana-4167	414	243	,	,	PUNCT
cana-4167	414	244	pages	page	NOUN
cana-4167	414	245	1	1	NUM
cana-4167	414	246	-	-	SYM
cana-4167	414	247	16	16	NUM
cana-4167	415	1	[	[	X
cana-4167	415	2	11	11	NUM
cana-4167	415	3	]	]	X
cana-4167	415	4	rizwan	rizwan	PROPN
cana-4167	415	5	hamid	hamid	PROPN
cana-4167	415	6	randhawa	randhawa	PROPN
cana-4167	415	7	,	,	PUNCT
cana-4167	415	8	nauman	nauman	PROPN
cana-4167	415	9	aslam	aslam	PROPN
cana-4167	415	10	,	,	PUNCT
cana-4167	415	11	mohammad	mohammad	PROPN
cana-4167	415	12	alauthman	alauthman	PROPN
cana-4167	415	13	,	,	PUNCT
cana-4167	415	14	muhammad	muhammad	PROPN
cana-4167	415	15	khalid	khalid	PROPN
cana-4167	415	16	,	,	PUNCT
cana-4167	415	17	husnain	husnain	VERB
cana-4167	415	18	rafiq,“deep	rafiq,“deep	NOUN
cana-4167	415	19	reinforcement	reinforcement	NOUN
cana-4167	415	20	learning	learning	NOUN
cana-4167	415	21	based	base	VERB
cana-4167	415	22	evasion	evasion	NOUN
cana-4167	415	23	generative	generative	VERB
cana-4167	415	24	adversarial	adversarial	ADJ
cana-4167	415	25	network	network	NOUN
cana-4167	415	26	for	for	ADP
cana-4167	415	27	botnet	botnet	NOUN
cana-4167	415	28	detection	detection	NOUN
cana-4167	415	29	”	"	PUNCT
cana-4167	415	30	,	,	PUNCT
cana-4167	415	31	future	future	ADJ
cana-4167	415	32	generation	generation	NOUN
cana-4167	415	33	computer	computer	NOUN
cana-4167	415	34	systems	system	NOUN
cana-4167	415	35	,	,	PUNCT
cana-4167	415	36	volume	volume	NOUN
cana-4167	415	37	150	150	NUM
cana-4167	415	38	,	,	PUNCT
cana-4167	415	39	january	january	PROPN
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cana-4167	415	41	,	,	PUNCT
cana-4167	415	42	pages	page	VERB
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cana-4167	415	44	-	-	SYM
cana-4167	415	45	302	302	NUM
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cana-4167	415	47	on	on	ADP
cana-4167	415	48	applied	apply	VERB
cana-4167	415	49	nonlinear	nonlinear	ADJ
cana-4167	415	50	analysis	analysis	NOUN
cana-4167	415	51	issn	issn	NOUN
cana-4167	415	52	:	:	PUNCT
cana-4167	415	53	1074	1074	NUM
cana-4167	415	54	-	-	PUNCT
cana-4167	415	55	133x	133x	NUM
cana-4167	415	56	vol	vol	NOUN
cana-4167	415	57	32	32	NUM
cana-4167	415	58	no	no	NOUN
cana-4167	415	59	.	.	PUNCT
cana-4167	416	1	9s	9s	NUM
cana-4167	416	2	(	(	PUNCT
cana-4167	416	3	2025	2025	NUM
cana-4167	416	4	)	)	PUNCT
cana-4167	416	5	1449	1449	NUM
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cana-4167	417	1	[	[	X
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cana-4167	417	3	]	]	X
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cana-4167	417	5	vishwakarma	vishwakarma	PROPN
cana-4167	417	6	,	,	PUNCT
cana-4167	417	7	nishtha	nishtha	NOUN
cana-4167	417	8	kesswani	kesswani	NOUN
cana-4167	417	9	,	,	PUNCT
cana-4167	417	10	“	"	PUNCT
cana-4167	417	11	dids	did	NOUN
cana-4167	417	12	:	:	PUNCT
cana-4167	417	13	a	a	DET
cana-4167	417	14	deep	deep	ADJ
cana-4167	417	15	neural	neural	ADJ
cana-4167	417	16	network	network	NOUN
cana-4167	417	17	based	base	VERB
cana-4167	417	18	real	real	ADJ
cana-4167	417	19	-	-	PUNCT
cana-4167	417	20	time	time	NOUN
cana-4167	417	21	intrusion	intrusion	NOUN
cana-4167	417	22	detection	detection	NOUN
cana-4167	417	23	system	system	NOUN
cana-4167	417	24	for	for	ADP
cana-4167	417	25	iot	iot	NOUN
cana-4167	417	26	”	"	PUNCT
cana-4167	417	27	,	,	PUNCT
cana-4167	417	28	decision	decision	NOUN
cana-4167	417	29	analytics	analytic	NOUN
cana-4167	417	30	journal	journal	NOUN
cana-4167	417	31	,	,	PUNCT
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cana-4167	417	34	,	,	PUNCT
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cana-4167	417	39	1	1	NUM
cana-4167	417	40	-	-	SYM
cana-4167	417	41	9	9	NUM
cana-4167	417	42	[	[	SYM
cana-4167	417	43	13	13	NUM
cana-4167	417	44	]	]	PUNCT
cana-4167	417	45	jalal	jalal	PROPN
cana-4167	417	46	bhayo	bhayo	PROPN
cana-4167	417	47	,	,	PUNCT
cana-4167	417	48	syed	syed	ADJ
cana-4167	417	49	attique	attique	NOUN
cana-4167	417	50	shah	shah	NOUN
cana-4167	417	51	,	,	PUNCT
cana-4167	417	52	sufian	sufian	PROPN
cana-4167	417	53	hameed	hameed	PROPN
cana-4167	417	54	,	,	PUNCT
cana-4167	417	55	awais	awais	PROPN
cana-4167	417	56	ahmed	ahmed	PROPN
cana-4167	417	57	,	,	PUNCT
cana-4167	417	58	jamal	jamal	PROPN
cana-4167	417	59	nasir	nasir	PROPN
cana-4167	417	60	,	,	PUNCT
cana-4167	417	61	dirk	dirk	PROPN
cana-4167	417	62	draheim	draheim	PROPN
cana-4167	417	63	,	,	PUNCT
cana-4167	417	64	“	"	PUNCT
cana-4167	417	65	towards	towards	ADP
cana-4167	417	66	a	a	DET
cana-4167	417	67	machine	machine	NOUN
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cana-4167	417	69	-	-	PUNCT
cana-4167	417	70	based	base	VERB
cana-4167	417	71	framework	framework	NOUN
cana-4167	417	72	for	for	ADP
cana-4167	417	73	ddos	ddos	NOUN
cana-4167	417	74	attack	attack	NOUN
cana-4167	417	75	detection	detection	NOUN
cana-4167	417	76	in	in	ADP
cana-4167	417	77	software	software	NOUN
cana-4167	417	78	-	-	PUNCT
cana-4167	417	79	defined	define	VERB
cana-4167	417	80	iot	iot	NOUN
cana-4167	417	81	(	(	PUNCT
cana-4167	417	82	sd	sd	NOUN
cana-4167	417	83	-	-	PUNCT
cana-4167	417	84	iot	iot	NOUN
cana-4167	417	85	)	)	PUNCT
cana-4167	417	86	networks	network	NOUN
cana-4167	417	87	”	"	PUNCT
cana-4167	417	88	,	,	PUNCT
cana-4167	417	89	engineering	engineering	NOUN
cana-4167	417	90	applications	application	NOUN
cana-4167	417	91	of	of	ADP
cana-4167	417	92	artificial	artificial	ADJ
cana-4167	417	93	intelligence	intelligence	NOUN
cana-4167	417	94	,	,	PUNCT
cana-4167	417	95	volume	volume	NOUN
cana-4167	417	96	123	123	NUM
cana-4167	417	97	,	,	PUNCT
cana-4167	417	98	part	part	NOUN
cana-4167	417	99	c	c	NOUN
cana-4167	417	100	,	,	PUNCT
cana-4167	417	101	august	august	PROPN
cana-4167	417	102	2023	2023	NUM
cana-4167	417	103	,	,	PUNCT
cana-4167	417	104	pages	page	NOUN
cana-4167	417	105	1	1	NUM
cana-4167	417	106	-	-	SYM
cana-4167	417	107	17	17	NUM
cana-4167	417	108	[	[	X
cana-4167	417	109	14	14	NUM
cana-4167	417	110	]	]	X
cana-4167	417	111	heba	heba	PROPN
cana-4167	417	112	kadry	kadry	PROPN
cana-4167	417	113	,	,	PUNCT
cana-4167	417	114	ahmed	ahmed	PROPN
cana-4167	417	115	farouk	farouk	PROPN
cana-4167	417	116	,	,	PUNCT
cana-4167	417	117	elnomery	elnomery	PROPN
cana-4167	417	118	a.	a.	PROPN
cana-4167	417	119	zanaty	zanaty	PROPN
cana-4167	417	120	,	,	PUNCT
cana-4167	417	121	omar	omar	PROPN
cana-4167	417	122	reyad	reyad	PROPN
cana-4167	417	123	,	,	PUNCT
cana-4167	417	124	“	"	PUNCT
cana-4167	417	125	intrusion	intrusion	NOUN
cana-4167	417	126	detection	detection	NOUN
cana-4167	417	127	model	model	NOUN
cana-4167	417	128	using	use	VERB
cana-4167	417	129	optimized	optimize	VERB
cana-4167	417	130	quantum	quantum	ADJ
cana-4167	417	131	neural	neural	ADJ
cana-4167	417	132	network	network	NOUN
cana-4167	417	133	and	and	CCONJ
cana-4167	417	134	elliptical	elliptical	ADJ
cana-4167	417	135	curve	curve	NOUN
cana-4167	417	136	cryptography	cryptography	NOUN
cana-4167	417	137	for	for	ADP
cana-4167	417	138	data	data	NOUN
cana-4167	417	139	security	security	NOUN
cana-4167	417	140	”	"	PUNCT
cana-4167	417	141	,	,	PUNCT
cana-4167	417	142	alexandria	alexandria	PROPN
cana-4167	417	143	engineering	engineering	PROPN
cana-4167	417	144	journal	journal	PROPN
cana-4167	417	145	,	,	PUNCT
cana-4167	417	146	volume	volume	NOUN
cana-4167	417	147	71	71	NUM
cana-4167	417	148	,	,	PUNCT
cana-4167	417	149	15	15	NUM
cana-4167	417	150	may	may	PROPN
cana-4167	417	151	2023	2023	NUM
cana-4167	417	152	,	,	PUNCT
cana-4167	417	153	pages	page	VERB
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cana-4167	417	155	-	-	SYM
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cana-4167	417	157	[	[	X
cana-4167	417	158	15	15	NUM
cana-4167	417	159	]	]	X
cana-4167	417	160	yazan	yazan	PROPN
cana-4167	417	161	a.	a.	PROPN
cana-4167	417	162	alsariera	alsariera	PROPN
cana-4167	417	163	,	,	PUNCT
cana-4167	417	164	waleed	waleed	PROPN
cana-4167	417	165	fayez	fayez	PROPN
cana-4167	417	166	awwad	awwad	PROPN
cana-4167	417	167	,	,	PUNCT
cana-4167	417	168	abeer	abeer	PROPN
cana-4167	417	169	d.	d.	PROPN
cana-4167	417	170	algarni	algarni	PROPN
cana-4167	417	171	,	,	PUNCT
cana-4167	417	172	hela	hela	ADJ
cana-4167	417	173	elmannai	elmannai	NOUN
cana-4167	417	174	,	,	PUNCT
cana-4167	417	175	margarita	margarita	NOUN
cana-4167	417	176	gamarra	gamarra	PROPN
cana-4167	417	177	,	,	PUNCT
cana-4167	417	178	josé	josé	PROPN
cana-4167	417	179	escorcia	escorcia	PROPN
cana-4167	417	180	-	-	PUNCT
cana-4167	417	181	gutierrez	gutierrez	NOUN
cana-4167	417	182	,	,	PUNCT
cana-4167	417	183	“	"	PUNCT
cana-4167	417	184	enhanced	enhance	VERB
cana-4167	417	185	dwarf	dwarf	NOUN
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cana-4167	417	188	algorithm	algorithm	NOUN
cana-4167	417	189	with	with	ADP
cana-4167	417	190	deep	deep	ADJ
cana-4167	417	191	learning	learning	NOUN
cana-4167	417	192	-	-	PUNCT
cana-4167	417	193	based	base	VERB
cana-4167	417	194	attack	attack	NOUN
cana-4167	417	195	detection	detection	NOUN
cana-4167	417	196	for	for	ADP
cana-4167	417	197	drones	drone	NOUN
cana-4167	417	198	”	"	PUNCT
cana-4167	417	199	,	,	PUNCT
cana-4167	417	200	alexandria	alexandria	PROPN
cana-4167	417	201	engineering	engineering	PROPN
cana-4167	417	202	journal	journal	PROPN
cana-4167	417	203	,	,	PUNCT
cana-4167	417	204	volume	volume	NOUN
cana-4167	417	205	93	93	NUM
cana-4167	417	206	,	,	PUNCT
cana-4167	417	207	april	april	PROPN
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cana-4167	417	209	,	,	PUNCT
cana-4167	417	210	pages	page	NOUN
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cana-4167	417	212	-	-	SYM
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cana-4167	418	1	[	[	X
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cana-4167	418	3	]	]	X
cana-4167	418	4	p.	p.	PROPN
cana-4167	418	5	sathishkumar	sathishkumar	PROPN
cana-4167	418	6	,	,	PUNCT
cana-4167	418	7	a.	a.	NOUN
cana-4167	418	8	gnanabaskaran	gnanabaskaran	PROPN
cana-4167	418	9	,	,	PUNCT
cana-4167	418	10	m.	m.	NOUN
cana-4167	418	11	saradha	saradha	PROPN
cana-4167	418	12	,	,	PUNCT
cana-4167	418	13	r.	r.	PROPN
cana-4167	418	14	gopinath	gopinath	PROPN
cana-4167	418	15	,	,	PUNCT
cana-4167	418	16	“	"	PUNCT
cana-4167	418	17	dos	do	NOUN
cana-4167	418	18	attack	attack	NOUN
cana-4167	418	19	detection	detection	NOUN
cana-4167	418	20	using	use	VERB
cana-4167	418	21	fuzzy	fuzzy	ADJ
cana-4167	418	22	temporal	temporal	ADJ
cana-4167	418	23	deep	deep	ADJ
cana-4167	418	24	long	long	ADJ
cana-4167	418	25	short	short	ADJ
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cana-4167	418	30	in	in	ADP
cana-4167	418	31	wireless	wireless	ADJ
cana-4167	418	32	sensor	sensor	NOUN
cana-4167	418	33	network	network	NOUN
cana-4167	418	34	”	"	PUNCT
cana-4167	418	35	,	,	PUNCT
cana-4167	418	36	ain	ain	PROPN
cana-4167	418	37	shams	sham	NOUN
cana-4167	418	38	engineering	engineering	NOUN
cana-4167	418	39	journal	journal	NOUN
cana-4167	418	40	,	,	PUNCT
cana-4167	418	41	volume	volume	NOUN
cana-4167	418	42	15	15	NUM
cana-4167	418	43	,	,	PUNCT
cana-4167	418	44	issue	issue	NOUN
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cana-4167	418	46	,	,	PUNCT
cana-4167	418	47	december	december	PROPN
cana-4167	418	48	2024	2024	NUM
cana-4167	418	49	,	,	PUNCT
cana-4167	418	50	pages	page	NOUN
cana-4167	418	51	1	1	NUM
cana-4167	418	52	-	-	SYM
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cana-4167	419	1	[	[	X
cana-4167	419	2	17	17	NUM
cana-4167	419	3	]	]	X
cana-4167	419	4	suriyan	suriyan	PROPN
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cana-4167	419	6	,	,	PUNCT
cana-4167	419	7	ramalingam	ramalingam	ADJ
cana-4167	419	8	nagarajan	nagarajan	PROPN
cana-4167	419	9	,	,	PUNCT
cana-4167	419	10	“	"	PUNCT
cana-4167	419	11	intrusion	intrusion	NOUN
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cana-4167	419	13	in	in	ADP
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cana-4167	419	16	based	base	VERB
cana-4167	419	17	e	e	ADJ
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cana-4167	419	19	shaped	shape	VERB
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cana-4167	419	21	with	with	ADP
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cana-4167	419	23	,	,	PUNCT
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cana-4167	419	27	in	in	ADP
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cana-4167	419	30	networks	network	NOUN
cana-4167	419	31	”	"	PUNCT
cana-4167	419	32	,	,	PUNCT
cana-4167	419	33	heliyon	heliyon	NOUN
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cana-4167	419	37	,	,	PUNCT
cana-4167	419	38	issue	issue	NOUN
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cana-4167	419	43	2024	2024	NUM
cana-4167	419	44	,	,	PUNCT
cana-4167	419	45	pages	page	NOUN
cana-4167	419	46	1	1	NUM
cana-4167	419	47	-	-	SYM
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cana-4167	420	2	18	18	NUM
cana-4167	420	3	]	]	PUNCT
cana-4167	420	4	p.	p.	NOUN
cana-4167	420	5	ramadevi	ramadevi	PROPN
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cana-4167	420	7	s.	s.	PROPN
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cana-4167	420	9	,	,	PUNCT
cana-4167	420	10	yalla	yalla	NOUN
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cana-4167	420	12	,	,	PUNCT
cana-4167	420	13	chunduru	chunduru	PROPN
cana-4167	420	14	anilkumar	anilkumar	PROPN
cana-4167	420	15	,	,	PUNCT
cana-4167	420	16	s.	s.	PROPN
cana-4167	420	17	vijayakumar	vijayakumar	PROPN
cana-4167	420	18	,	,	PUNCT
cana-4167	420	19	r.	r.	PROPN
cana-4167	420	20	sudha	sudha	PROPN
cana-4167	420	21	,	,	PUNCT
cana-4167	420	22	“	"	PUNCT
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cana-4167	420	24	for	for	ADP
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cana-4167	420	26	sensor	sensor	NOUN
cana-4167	420	27	networks	network	NOUN
cana-4167	420	28	using	use	VERB
cana-4167	420	29	cryptography	cryptography	NOUN
cana-4167	420	30	”	"	PUNCT
cana-4167	420	31	,	,	PUNCT
cana-4167	420	32	measurement	measurement	NOUN
cana-4167	420	33	:	:	PUNCT
cana-4167	420	34	sensors	sensor	NOUN
cana-4167	420	35	,	,	PUNCT
cana-4167	420	36	volume	volume	NOUN
cana-4167	420	37	29	29	NUM
cana-4167	420	38	,	,	PUNCT
cana-4167	420	39	october	october	PROPN
cana-4167	420	40	2023	2023	NUM
cana-4167	420	41	,	,	PUNCT
cana-4167	420	42	pages	page	NOUN
cana-4167	420	43	1	1	NUM
cana-4167	420	44	-	-	SYM
cana-4167	420	45	6	6	NUM
cana-4167	420	46	[	[	SYM
cana-4167	420	47	19	19	NUM
cana-4167	420	48	]	]	X
cana-4167	420	49	mehdi	mehdi	PROPN
cana-4167	420	50	selem	selem	PROPN
cana-4167	420	51	,	,	PUNCT
cana-4167	420	52	farah	farah	PROPN
cana-4167	420	53	jemili	jemili	PROPN
cana-4167	420	54	,	,	PUNCT
cana-4167	420	55	ouajdi	ouajdi	NOUN
cana-4167	420	56	korbaa	korbaa	PROPN
cana-4167	420	57	,	,	PUNCT
cana-4167	420	58	“	"	PUNCT
cana-4167	420	59	deep	deep	ADJ
cana-4167	420	60	learning	learning	NOUN
cana-4167	420	61	for	for	ADP
cana-4167	420	62	intrusion	intrusion	NOUN
cana-4167	420	63	detection	detection	NOUN
cana-4167	420	64	in	in	ADP
cana-4167	420	65	iot	iot	PROPN
cana-4167	420	66	networks	network	NOUN
cana-4167	420	67	”	"	PUNCT
cana-4167	420	68	,	,	PUNCT
cana-4167	420	69	peer	peer	NOUN
cana-4167	420	70	-	-	PUNCT
cana-4167	420	71	to	to	ADP
cana-4167	420	72	-	-	PUNCT
cana-4167	420	73	peer	peer	NOUN
cana-4167	420	74	networking	networking	NOUN
cana-4167	420	75	and	and	CCONJ
cana-4167	420	76	applications	application	NOUN
cana-4167	420	77	,	,	PUNCT
cana-4167	420	78	2024	2024	NUM
cana-4167	420	79	,	,	PUNCT
cana-4167	420	80	pages	page	NOUN
cana-4167	420	81	1	1	NUM
cana-4167	420	82	-	-	SYM
cana-4167	420	83	33	33	NUM
cana-4167	421	1	[	[	SYM
cana-4167	421	2	20	20	NUM
cana-4167	421	3	]	]	X
cana-4167	421	4	christian	christian	ADJ
cana-4167	421	5	callegari	callegari	NOUN
cana-4167	421	6	,	,	PUNCT
cana-4167	421	7	stefano	stefano	PROPN
cana-4167	421	8	giordano	giordano	PROPN
cana-4167	421	9	,	,	PUNCT
cana-4167	421	10	michele	michele	PROPN
cana-4167	421	11	pagano	pagano	PROPN
cana-4167	421	12	,	,	PUNCT
cana-4167	421	13	“	"	PUNCT
cana-4167	421	14	a	a	DET
cana-4167	421	15	real	real	ADJ
cana-4167	421	16	time	time	NOUN
cana-4167	421	17	deep	deep	ADJ
cana-4167	421	18	learning	learning	NOUN
cana-4167	421	19	based	base	VERB
cana-4167	421	20	approach	approach	NOUN
cana-4167	421	21	for	for	ADP
cana-4167	421	22	detecting	detect	VERB
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cana-4167	421	25	”	"	PUNCT
cana-4167	421	26	,	,	PUNCT
cana-4167	421	27	big	big	ADJ
cana-4167	421	28	data	datum	NOUN
cana-4167	421	29	research	research	NOUN
cana-4167	421	30	,	,	PUNCT
cana-4167	421	31	2024	2024	NUM
cana-4167	421	32	,	,	PUNCT
cana-4167	421	33	pages	page	NOUN
cana-4167	421	34	1	1	NUM
cana-4167	421	35	-	-	SYM
cana-4167	421	36	12	12	NUM
cana-4167	421	37	[	[	X
cana-4167	421	38	21	21	NUM
cana-4167	421	39	]	]	X
cana-4167	421	40	muawia	muawia	PROPN
cana-4167	421	41	a.	a.	NOUN
cana-4167	421	42	elsadig	elsadig	PROPN
cana-4167	421	43	,	,	PUNCT
cana-4167	421	44	“	"	PUNCT
cana-4167	421	45	detection	detection	NOUN
cana-4167	421	46	of	of	ADP
cana-4167	421	47	denial	denial	NOUN
cana-4167	421	48	-	-	PUNCT
cana-4167	421	49	of	of	ADP
cana-4167	421	50	-	-	PUNCT
cana-4167	421	51	service	service	NOUN
cana-4167	421	52	attack	attack	NOUN
cana-4167	421	53	in	in	ADP
cana-4167	421	54	wireless	wireless	ADJ
cana-4167	421	55	sensor	sensor	NOUN
cana-4167	421	56	networks	network	NOUN
cana-4167	421	57	:	:	PUNCT
cana-4167	421	58	a	a	DET
cana-4167	421	59	lightweight	lightweight	ADJ
cana-4167	421	60	machine	machine	NOUN
cana-4167	421	61	learning	learn	VERB
cana-4167	421	62	approach	approach	NOUN
cana-4167	421	63	”	"	PUNCT
cana-4167	421	64	,	,	PUNCT
cana-4167	421	65	ieee	ieee	NOUN
cana-4167	421	66	access	access	NOUN
cana-4167	421	67	,	,	PUNCT
cana-4167	421	68	volume	volume	NOUN
cana-4167	421	69	11	11	NUM
cana-4167	421	70	,	,	PUNCT
cana-4167	421	71	2023	2023	NUM
cana-4167	421	72	,	,	PUNCT
cana-4167	421	73	pages	page	NOUN
cana-4167	421	74	83537	83537	NUM
cana-4167	421	75	–	–	PUNCT
cana-4167	421	76	83552	83552	NUM
cana-4167	421	77	[	[	X
cana-4167	421	78	22	22	NUM
cana-4167	421	79	]	]	X
cana-4167	421	80	hanjabam	hanjabam	NOUN
cana-4167	421	81	saratchandra	saratchandra	PROPN
cana-4167	421	82	sharma	sharma	PROPN
cana-4167	421	83	,	,	PUNCT
cana-4167	421	84	arindam	arindam	PROPN
cana-4167	421	85	sarkar	sarkar	PROPN
cana-4167	421	86	,	,	PUNCT
cana-4167	421	87	moirangthem	moirangthem	PROPN
cana-4167	421	88	marjit	marjit	PROPN
cana-4167	421	89	singh	singh	PROPN
cana-4167	421	90	,	,	PUNCT
cana-4167	421	91	“	"	PUNCT
cana-4167	421	92	an	an	DET
cana-4167	421	93	efficient	efficient	ADJ
cana-4167	421	94	deep	deep	ADJ
cana-4167	421	95	learning	learning	NOUN
cana-4167	421	96	based	base	VERB
cana-4167	421	97	solution	solution	NOUN
cana-4167	421	98	for	for	ADP
cana-4167	421	99	network	network	NOUN
cana-4167	421	100	intrusion	intrusion	NOUN
cana-4167	421	101	detection	detection	NOUN
cana-4167	421	102	in	in	ADP
cana-4167	421	103	wireless	wireless	ADJ
cana-4167	421	104	sensor	sensor	NOUN
cana-4167	421	105	network	network	NOUN
cana-4167	421	106	”	"	PUNCT
cana-4167	421	107	,	,	PUNCT
cana-4167	421	108	international	international	ADJ
cana-4167	421	109	journal	journal	NOUN
cana-4167	421	110	of	of	ADP
cana-4167	421	111	system	system	NOUN
cana-4167	421	112	assurance	assurance	NOUN
cana-4167	421	113	engineering	engineering	NOUN
cana-4167	421	114	and	and	CCONJ
cana-4167	421	115	management	management	NOUN
cana-4167	421	116	,	,	PUNCT
cana-4167	421	117	volume	volume	NOUN
cana-4167	421	118	14	14	NUM
cana-4167	421	119	,	,	PUNCT
cana-4167	421	120	pages	page	NOUN
cana-4167	421	121	2023	2023	NUM
cana-4167	421	122	,	,	PUNCT
cana-4167	421	123	pages	page	VERB
cana-4167	421	124	2423–2446	2423–2446	NUM
cana-4167	421	125	[	[	SYM
cana-4167	421	126	23	23	NUM
cana-4167	421	127	]	]	PUNCT
cana-4167	421	128	shaymaa	shaymaa	NOUN
cana-4167	421	129	mahmood	mahmood	PROPN
cana-4167	421	130	naser	naser	PROPN
cana-4167	421	131	,	,	PUNCT
cana-4167	421	132	yossra	yossra	PROPN
cana-4167	421	133	hussain	hussain	PROPN
cana-4167	421	134	ali	ali	PROPN
cana-4167	421	135	,	,	PUNCT
cana-4167	421	136	dhiya	dhiya	PROPN
cana-4167	421	137	al	al	PROPN
cana-4167	421	138	-	-	PUNCT
cana-4167	421	139	jumeily	jumeily	PROPN
cana-4167	421	140	obe	obe	PROPN
cana-4167	421	141	,	,	PUNCT
cana-4167	421	142	“	"	PUNCT
cana-4167	421	143	hybrid	hybrid	ADJ
cana-4167	421	144	cybersecurity	cybersecurity	NOUN
cana-4167	421	145	model	model	NOUN
cana-4167	421	146	for	for	ADP
cana-4167	421	147	attacks	attack	NOUN
cana-4167	421	148	detection	detection	NOUN
cana-4167	421	149	based	base	VERB
cana-4167	421	150	on	on	ADP
cana-4167	421	151	deep	deep	ADJ
cana-4167	421	152	and	and	CCONJ
cana-4167	421	153	machine	machine	NOUN
cana-4167	421	154	learning	learning	NOUN
cana-4167	421	155	”	"	PUNCT
cana-4167	421	156	,	,	PUNCT
cana-4167	421	157	international	international	ADJ
cana-4167	421	158	journal	journal	NOUN
cana-4167	421	159	of	of	ADP
cana-4167	421	160	online	online	ADJ
cana-4167	421	161	and	and	CCONJ
cana-4167	421	162	biomedical	biomedical	ADJ
cana-4167	421	163	engineering	engineering	NOUN
cana-4167	421	164	(	(	PUNCT
cana-4167	421	165	ijoe	ijoe	PROPN
cana-4167	421	166	)	)	PUNCT
cana-4167	421	167	,	,	PUNCT
cana-4167	421	168	2022	2022	NUM
cana-4167	421	169	,	,	PUNCT
cana-4167	421	170	pages	page	NOUN
cana-4167	421	171	1	1	NUM
cana-4167	421	172	-	-	SYM
cana-4167	421	173	30	30	NUM
cana-4167	421	174	communications	communication	NOUN
cana-4167	421	175	on	on	ADP
cana-4167	421	176	applied	apply	VERB
cana-4167	421	177	nonlinear	nonlinear	ADJ
cana-4167	421	178	analysis	analysis	NOUN
cana-4167	421	179	issn	issn	NOUN
cana-4167	421	180	:	:	PUNCT
cana-4167	421	181	1074	1074	NUM
cana-4167	421	182	-	-	PUNCT
cana-4167	421	183	133x	133x	NUM
cana-4167	421	184	vol	vol	NOUN
cana-4167	421	185	32	32	NUM
cana-4167	421	186	no	no	NOUN
cana-4167	421	187	.	.	PUNCT
cana-4167	422	1	9s	9s	NUM
cana-4167	422	2	(	(	PUNCT
cana-4167	422	3	2025	2025	NUM
cana-4167	422	4	)	)	PUNCT
cana-4167	422	5	1450	1450	NUM
cana-4167	422	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4167	423	1	[	[	X
cana-4167	423	2	24	24	NUM
cana-4167	423	3	]	]	X
cana-4167	423	4	bhukya	bhukya	NOUN
cana-4167	423	5	madhu	madhu	NOUN
cana-4167	423	6	,	,	PUNCT
cana-4167	423	7	m.	m.	NOUN
cana-4167	423	8	venu	venu	PROPN
cana-4167	423	9	gopala	gopala	PROPN
cana-4167	423	10	chari	chari	PROPN
cana-4167	423	11	,	,	PUNCT
cana-4167	423	12	ramdas	ramdas	PROPN
cana-4167	423	13	vankdothu	vankdothu	PROPN
cana-4167	423	14	,	,	PUNCT
cana-4167	423	15	arun	arun	PROPN
cana-4167	423	16	kumar	kumar	PROPN
cana-4167	423	17	silivery	silivery	PROPN
cana-4167	423	18	,	,	PUNCT
cana-4167	423	19	veerender	veerender	NOUN
cana-4167	423	20	aerranagula	aerranagula	NOUN
cana-4167	423	21	,	,	PUNCT
cana-4167	423	22	“	"	PUNCT
cana-4167	423	23	intrusion	intrusion	NOUN
cana-4167	423	24	detection	detection	NOUN
cana-4167	423	25	models	model	NOUN
cana-4167	423	26	for	for	ADP
cana-4167	423	27	iot	iot	ADJ
cana-4167	423	28	networks	network	NOUN
cana-4167	423	29	via	via	ADP
cana-4167	423	30	deep	deep	ADJ
cana-4167	423	31	learning	learning	NOUN
cana-4167	423	32	approaches	approach	NOUN
cana-4167	423	33	”	"	PUNCT
cana-4167	423	34	,	,	PUNCT
cana-4167	423	35	measurement	measurement	NOUN
cana-4167	423	36	:	:	PUNCT
cana-4167	423	37	sensors	sensor	NOUN
cana-4167	423	38	,	,	PUNCT
cana-4167	423	39	volume	volume	NOUN
cana-4167	423	40	25	25	NUM
cana-4167	423	41	,	,	PUNCT
cana-4167	423	42	2023	2023	NUM
cana-4167	423	43	,	,	PUNCT
cana-4167	423	44	pages	page	NOUN
cana-4167	423	45	1	1	NUM
cana-4167	423	46	-	-	SYM
cana-4167	423	47	14	14	NUM
cana-4167	424	1	[	[	X
cana-4167	424	2	25	25	NUM
cana-4167	424	3	]	]	PUNCT
cana-4167	424	4	olivia	olivia	PROPN
cana-4167	424	5	jullian	jullian	PROPN
cana-4167	424	6	,	,	PUNCT
cana-4167	424	7	beatriz	beatriz	PROPN
cana-4167	424	8	otero	otero	PROPN
cana-4167	424	9	,	,	PUNCT
cana-4167	424	10	eva	eva	PROPN
cana-4167	424	11	rodriguez	rodriguez	PROPN
cana-4167	424	12	,	,	PUNCT
cana-4167	424	13	norma	norma	PROPN
cana-4167	424	14	gutierrez	gutierrez	PROPN
cana-4167	424	15	,	,	PUNCT
cana-4167	424	16	héctor	héctor	PROPN
cana-4167	424	17	antona	antona	PROPN
cana-4167	424	18	&	&	CCONJ
cana-4167	424	19	ramon	ramon	PROPN
cana-4167	424	20	canal	canal	PROPN
cana-4167	424	21	,	,	PUNCT
cana-4167	424	22	deep	deep	ADJ
cana-4167	424	23	-	-	PUNCT
cana-4167	424	24	learning	learn	VERB
cana-4167	424	25	based	base	VERB
cana-4167	424	26	detection	detection	NOUN
cana-4167	424	27	for	for	ADP
cana-4167	424	28	cyber	cyber	NOUN
cana-4167	424	29	-	-	PUNCT
cana-4167	424	30	attacks	attack	NOUN
cana-4167	424	31	in	in	ADP
cana-4167	424	32	iot	iot	PROPN
cana-4167	424	33	networks	network	NOUN
cana-4167	424	34	:	:	PUNCT
cana-4167	424	35	a	a	DET
cana-4167	424	36	distributed	distribute	VERB
cana-4167	424	37	attack	attack	NOUN
cana-4167	424	38	detection	detection	NOUN
cana-4167	424	39	framework	framework	NOUN
cana-4167	424	40	,	,	PUNCT
cana-4167	424	41	journal	journal	NOUN
cana-4167	424	42	of	of	ADP
cana-4167	424	43	network	network	NOUN
cana-4167	424	44	and	and	CCONJ
cana-4167	424	45	systems	system	NOUN
cana-4167	424	46	management	management	NOUN
cana-4167	424	47	,	,	PUNCT
cana-4167	424	48	volume	volume	NOUN
cana-4167	424	49	31	31	NUM
cana-4167	424	50	,	,	PUNCT
cana-4167	424	51	2023	2023	NUM
cana-4167	424	52	,	,	PUNCT
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cana-4167	424	54	1	1	NUM
cana-4167	424	55	-	-	SYM
cana-4167	424	56	24	24	NUM
cana-4167	424	57	[	[	SYM
cana-4167	424	58	26	26	NUM
cana-4167	424	59	]	]	PUNCT
cana-4167	424	60	m.	m.	NOUN
cana-4167	424	61	nivaashini	nivaashini	PROPN
cana-4167	424	62	,	,	PUNCT
cana-4167	424	63	e.	e.	PROPN
cana-4167	424	64	suganya	suganya	PROPN
cana-4167	424	65	,	,	PUNCT
cana-4167	424	66	s.	s.	PROPN
cana-4167	424	67	sountharrajan	sountharrajan	PROPN
cana-4167	424	68	,	,	PUNCT
cana-4167	424	69	m.	m.	NOUN
cana-4167	424	70	prabu3	prabu3	NOUN
cana-4167	424	71	and	and	CCONJ
cana-4167	424	72	durga	durga	PROPN
cana-4167	424	73	prasad	prasad	PROPN
cana-4167	424	74	bavirisetti	bavirisetti	PROPN
cana-4167	424	75	,	,	PUNCT
cana-4167	424	76	“	"	PUNCT
cana-4167	424	77	feddbn	feddbn	NOUN
cana-4167	424	78	-	-	PUNCT
cana-4167	424	79	ids	ids	NOUN
cana-4167	424	80	:	:	PUNCT
cana-4167	424	81	federated	federate	VERB
cana-4167	424	82	deep	deep	ADJ
cana-4167	424	83	belief	belief	NOUN
cana-4167	424	84	network	network	NOUN
cana-4167	424	85	based	base	VERB
cana-4167	424	86	wireless	wireless	ADJ
cana-4167	424	87	network	network	NOUN
cana-4167	424	88	intrusion	intrusion	NOUN
cana-4167	424	89	detection	detection	NOUN
cana-4167	424	90	system	system	NOUN
cana-4167	424	91	”	"	PUNCT
cana-4167	424	92	,	,	PUNCT
cana-4167	424	93	eurasip	eurasip	PROPN
cana-4167	424	94	journal	journal	PROPN
cana-4167	424	95	on	on	ADP
cana-4167	424	96	information	information	NOUN
cana-4167	424	97	security	security	NOUN
cana-4167	424	98	,	,	PUNCT
cana-4167	424	99	volume	volume	NOUN
cana-4167	424	100	2024	2024	NUM
cana-4167	424	101	,	,	PUNCT
cana-4167	424	102	pages	page	NOUN
cana-4167	424	103	1	1	NUM
cana-4167	424	104	-	-	SYM
cana-4167	424	105	20	20	NUM
cana-4167	424	106	[	[	SYM
cana-4167	424	107	27	27	NUM
cana-4167	424	108	]	]	X
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cana-4167	424	110	sajid	sajid	PROPN
cana-4167	424	111	,	,	PUNCT
cana-4167	424	112	kaleem	kaleem	PROPN
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cana-4167	424	114	malik1	malik1	PROPN
cana-4167	424	115	,	,	PUNCT
cana-4167	424	116	ahmad	ahmad	PROPN
cana-4167	424	117	almogren	almogren	PROPN
cana-4167	424	118	,	,	PUNCT
cana-4167	424	119	tauqeer	tauqeer	PROPN
cana-4167	424	120	safdar	safdar	PROPN
cana-4167	424	121	malik	malik	PROPN
cana-4167	424	122	,	,	PUNCT
cana-4167	424	123	ali	ali	PROPN
cana-4167	424	124	haider	haider	PROPN
cana-4167	424	125	khan	khan	PROPN
cana-4167	424	126	,	,	PUNCT
cana-4167	424	127	jawad	jawad	PROPN
cana-4167	424	128	tanveer	tanveer	PROPN
cana-4167	424	129	and	and	CCONJ
cana-4167	424	130	ateeq	ateeq	ADV
cana-4167	424	131	ur	ur	PROPN
cana-4167	424	132	rehman	rehman	PROPN
cana-4167	424	133	,	,	PUNCT
cana-4167	424	134	“	"	PUNCT
cana-4167	424	135	enhancing	enhance	VERB
cana-4167	424	136	intrusion	intrusion	NOUN
cana-4167	424	137	detection	detection	NOUN
cana-4167	424	138	:	:	PUNCT
cana-4167	424	139	a	a	DET
cana-4167	424	140	hybrid	hybrid	ADJ
cana-4167	424	141	machine	machine	NOUN
cana-4167	424	142	and	and	CCONJ
cana-4167	424	143	deep	deep	ADJ
cana-4167	424	144	learning	learning	NOUN
cana-4167	424	145	approach	approach	NOUN
cana-4167	424	146	”	"	PUNCT
cana-4167	424	147	,	,	PUNCT
cana-4167	424	148	journal	journal	NOUN
cana-4167	424	149	of	of	ADP
cana-4167	424	150	cloud	cloud	PROPN
cana-4167	424	151	computing	computing	NOUN
cana-4167	424	152	:	:	PUNCT
cana-4167	424	153	advances	advance	NOUN
cana-4167	424	154	,	,	PUNCT
cana-4167	424	155	systems	system	NOUN
cana-4167	424	156	and	and	CCONJ
cana-4167	424	157	applications	application	NOUN
cana-4167	424	158	,	,	PUNCT
cana-4167	424	159	2024	2024	NUM
cana-4167	424	160	,	,	PUNCT
cana-4167	424	161	pages	page	NOUN
cana-4167	424	162	1	1	NUM
cana-4167	424	163	-	-	SYM
cana-4167	424	164	24	24	NUM
cana-4167	424	165	[	[	SYM
cana-4167	424	166	28	28	NUM
cana-4167	424	167	]	]	X
cana-4167	424	168	salim	salim	PROPN
cana-4167	424	169	salmi	salmi	PROPN
cana-4167	424	170	and	and	CCONJ
cana-4167	424	171	lahcen	lahcen	VERB
cana-4167	424	172	oughdir	oughdir	NOUN
cana-4167	424	173	,	,	PUNCT
cana-4167	424	174	“	"	PUNCT
cana-4167	424	175	performance	performance	NOUN
cana-4167	424	176	evaluation	evaluation	NOUN
cana-4167	424	177	of	of	ADP
cana-4167	424	178	deep	deep	ADJ
cana-4167	424	179	learning	learning	NOUN
cana-4167	424	180	techniques	technique	NOUN
cana-4167	424	181	for	for	ADP
cana-4167	424	182	dos	do	NOUN
cana-4167	424	183	attacks	attack	NOUN
cana-4167	424	184	detection	detection	NOUN
cana-4167	424	185	in	in	ADP
cana-4167	424	186	wireless	wireless	ADJ
cana-4167	424	187	sensor	sensor	NOUN
cana-4167	424	188	network	network	NOUN
cana-4167	424	189	”	"	PUNCT
cana-4167	424	190	,	,	PUNCT
cana-4167	424	191	journal	journal	NOUN
cana-4167	424	192	of	of	ADP
cana-4167	424	193	big	big	ADJ
cana-4167	424	194	data	datum	NOUN
cana-4167	424	195	,	,	PUNCT
cana-4167	424	196	2023	2023	NUM
cana-4167	424	197	,	,	PUNCT
cana-4167	424	198	pages	page	NOUN
cana-4167	424	199	1	1	NUM
cana-4167	424	200	-	-	SYM
cana-4167	424	201	25	25	NUM
cana-4167	424	202	[	[	SYM
cana-4167	424	203	29	29	NUM
cana-4167	424	204	]	]	X
cana-4167	424	205	mohamed	mohamed	PROPN
cana-4167	424	206	h.	h.	PROPN
cana-4167	424	207	behiry	behiry	PROPN
cana-4167	424	208	and	and	CCONJ
cana-4167	424	209	mohammed	mohammed	PROPN
cana-4167	424	210	aly	aly	PROPN
cana-4167	424	211	,	,	PUNCT
cana-4167	424	212	“	"	PUNCT
cana-4167	424	213	cyberattack	cyberattack	NOUN
cana-4167	424	214	detection	detection	NOUN
cana-4167	424	215	in	in	ADP
cana-4167	424	216	wireless	wireless	ADJ
cana-4167	424	217	sensor	sensor	NOUN
cana-4167	424	218	networks	network	NOUN
cana-4167	424	219	using	use	VERB
cana-4167	424	220	a	a	DET
cana-4167	424	221	hybrid	hybrid	ADJ
cana-4167	424	222	feature	feature	NOUN
cana-4167	424	223	reduction	reduction	NOUN
cana-4167	424	224	technique	technique	NOUN
cana-4167	424	225	with	with	ADP
cana-4167	424	226	ai	ai	NOUN
cana-4167	424	227	and	and	CCONJ
cana-4167	424	228	machine	machine	NOUN
cana-4167	424	229	learning	learning	NOUN
cana-4167	424	230	methods	method	NOUN
cana-4167	424	231	”	"	PUNCT
cana-4167	424	232	,	,	PUNCT
cana-4167	424	233	journal	journal	NOUN
cana-4167	424	234	of	of	ADP
cana-4167	424	235	big	big	ADJ
cana-4167	424	236	data	datum	NOUN
cana-4167	424	237	,	,	PUNCT
cana-4167	424	238	2024	2024	NUM
cana-4167	424	239	,	,	PUNCT
cana-4167	424	240	pages	page	NOUN
cana-4167	424	241	1	1	NUM
cana-4167	424	242	-	-	SYM
cana-4167	424	243	39	39	NUM
cana-4167	425	1	[	[	SYM
cana-4167	425	2	30	30	NUM
cana-4167	425	3	]	]	X
cana-4167	425	4	syed	syed	ADJ
cana-4167	425	5	shahul	shahul	PROPN
cana-4167	425	6	hameed	hameed	PROPN
cana-4167	425	7	m	m	PROPN
cana-4167	425	8	,	,	PUNCT
cana-4167	425	9	v.	v.	CCONJ
cana-4167	425	10	akshay	akshay	PROPN
cana-4167	425	11	,	,	PUNCT
cana-4167	425	12	vishwanadham	vishwanadham	PROPN
cana-4167	425	13	mandala	mandala	PROPN
cana-4167	425	14	,	,	PUNCT
cana-4167	425	15	chunduru	chunduru	PROPN
cana-4167	425	16	anilkumar	anilkumar	PROPN
cana-4167	425	17	,	,	PUNCT
cana-4167	425	18	p.	p.	PROPN
cana-4167	425	19	vishnuraja	vishnuraja	PROPN
cana-4167	425	20	,	,	PUNCT
cana-4167	425	21	r.	r.	PROPN
cana-4167	425	22	aarthi	aarthi	PROPN
cana-4167	425	23	,	,	PUNCT
cana-4167	425	24	“	"	PUNCT
cana-4167	425	25	security	security	NOUN
cana-4167	425	26	enhancement	enhancement	NOUN
cana-4167	425	27	and	and	CCONJ
cana-4167	425	28	attack	attack	NOUN
cana-4167	425	29	detection	detection	NOUN
cana-4167	425	30	using	use	VERB
cana-4167	425	31	optimized	optimize	VERB
cana-4167	425	32	hybrid	hybrid	ADJ
cana-4167	425	33	deep	deep	ADJ
cana-4167	425	34	learning	learning	NOUN
cana-4167	425	35	and	and	CCONJ
cana-4167	425	36	improved	improve	VERB
cana-4167	425	37	encryption	encryption	NOUN
cana-4167	425	38	algorithm	algorithm	NOUN
cana-4167	425	39	over	over	ADP
cana-4167	425	40	internet	internet	NOUN
cana-4167	425	41	of	of	ADP
cana-4167	425	42	things	thing	NOUN
cana-4167	425	43	”	"	PUNCT
cana-4167	425	44	,	,	PUNCT
cana-4167	425	45	measurement	measurement	NOUN
cana-4167	425	46	:	:	PUNCT
cana-4167	425	47	sensors	sensor	NOUN
cana-4167	425	48	,	,	PUNCT
cana-4167	425	49	volume	volume	NOUN
cana-4167	425	50	30	30	NUM
cana-4167	425	51	,	,	PUNCT
cana-4167	425	52	december	december	PROPN
cana-4167	425	53	2023	2023	NUM
cana-4167	425	54	,	,	PUNCT
cana-4167	425	55	pages	page	NOUN
cana-4167	425	56	1	1	NUM
cana-4167	425	57	-	-	SYM
cana-4167	425	58	8	8	NUM