id	sid	tid	token	lemma	pos
cana-2686	1	1	communications	communication	NOUN
cana-2686	1	2	on	on	ADP
cana-2686	1	3	applied	apply	VERB
cana-2686	1	4	nonlinear	nonlinear	ADJ
cana-2686	1	5	analysis	analysis	NOUN
cana-2686	1	6	issn	issn	NOUN
cana-2686	1	7	:	:	PUNCT
cana-2686	1	8	1074	1074	NUM
cana-2686	1	9	-	-	PUNCT
cana-2686	1	10	133x	133x	NUM
cana-2686	1	11	vol	vol	NOUN
cana-2686	1	12	32	32	NUM
cana-2686	1	13	no	no	NOUN
cana-2686	1	14	.	.	PUNCT
cana-2686	2	1	3s	3s	NUM
cana-2686	2	2	(	(	PUNCT
cana-2686	2	3	2025	2025	NUM
cana-2686	2	4	)	)	PUNCT
cana-2686	2	5	479	479	NUM
cana-2686	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2686	2	7	machine	machine	NOUN
cana-2686	2	8	learning	learn	VERB
cana-2686	2	9	with	with	ADP
cana-2686	2	10	iot	iot	PROPN
cana-2686	2	11	based	base	VERB
cana-2686	2	12	email	email	NOUN
cana-2686	2	13	phishing	phishe	VERB
cana-2686	2	14	detection	detection	NOUN
cana-2686	2	15	choppa	choppa	PROPN
cana-2686	2	16	ananda	ananda	PROPN
cana-2686	2	17	kumar	kumar	PROPN
cana-2686	2	18	reddy1	reddy1	PROPN
cana-2686	2	19	,	,	PUNCT
cana-2686	2	20	dr.g.naga	dr.g.naga	PROPN
cana-2686	2	21	rama	rama	PROPN
cana-2686	2	22	devi2	devi2	PROPN
cana-2686	2	23	,	,	PUNCT
cana-2686	2	24	dr.dileep	dr.dileep	PROPN
cana-2686	2	25	reddy	reddy	PROPN
cana-2686	2	26	bolla3	bolla3	PROPN
cana-2686	2	27	,	,	PUNCT
cana-2686	2	28	manju	manju	PROPN
cana-2686	2	29	preetham	preetham	PROPN
cana-2686	2	30	kuntamukkala4	kuntamukkala4	PROPN
cana-2686	2	31	,	,	PUNCT
cana-2686	2	32	pooja	pooja	PROPN
cana-2686	2	33	e.	e.	PROPN
cana-2686	2	34	sakunde5	sakunde5	PROPN
cana-2686	2	35	,	,	PUNCT
cana-2686	2	36	basi	basi	PROPN
cana-2686	2	37	reddy.a6	reddy.a6	VERB
cana-2686	2	38	,	,	PUNCT
cana-2686	2	39	dr.r.senthamil	dr.r.senthamil	ADP
cana-2686	2	40	selvan7	selvan7	PROPN
cana-2686	2	41	,	,	PUNCT
cana-2686	2	42	dr	dr	PROPN
cana-2686	2	43	.	.	PROPN
cana-2686	2	44	gopinath	gopinath	PROPN
cana-2686	2	45	s8	s8	PROPN
cana-2686	2	46	1assistant	1assistant	NUM
cana-2686	2	47	professor	professor	NOUN
cana-2686	2	48	,	,	PUNCT
cana-2686	2	49	department	department	NOUN
cana-2686	2	50	of	of	ADP
cana-2686	2	51	information	information	NOUN
cana-2686	2	52	technology	technology	NOUN
cana-2686	2	53	,	,	PUNCT
cana-2686	2	54	vidya	vidya	PROPN
cana-2686	2	55	jyothi	jyothi	PROPN
cana-2686	2	56	institute	institute	PROPN
cana-2686	2	57	of	of	ADP
cana-2686	2	58	technology	technology	PROPN
cana-2686	2	59	,	,	PUNCT
cana-2686	2	60	hyderabad	hyderabad	PROPN
cana-2686	2	61	2professor	2professor	NUM
cana-2686	2	62	,	,	PUNCT
cana-2686	2	63	department	department	NOUN
cana-2686	2	64	of	of	ADP
cana-2686	2	65	cse	cse	PROPN
cana-2686	2	66	-	-	PUNCT
cana-2686	2	67	data	datum	NOUN
cana-2686	2	68	science	science	NOUN
cana-2686	2	69	,	,	PUNCT
cana-2686	2	70	sreyas	sreyas	PROPN
cana-2686	2	71	institute	institute	PROPN
cana-2686	2	72	of	of	ADP
cana-2686	2	73	engineering	engineering	NOUN
cana-2686	2	74	and	and	CCONJ
cana-2686	2	75	technology	technology	NOUN
cana-2686	2	76	,	,	PUNCT
cana-2686	2	77	hyderabad	hyderabad	PROPN
cana-2686	2	78	,	,	PUNCT
cana-2686	2	79	telangana	telangana	PROPN
cana-2686	2	80	,	,	PUNCT
cana-2686	2	81	3associate	3associate	NUM
cana-2686	2	82	professor	professor	NOUN
cana-2686	2	83	,	,	PUNCT
cana-2686	2	84	department	department	PROPN
cana-2686	2	85	of	of	ADP
cana-2686	2	86	cse	cse	PROPN
cana-2686	2	87	,	,	PUNCT
cana-2686	2	88	nitte	nitte	PROPN
cana-2686	2	89	meenakshi	meenakshi	PROPN
cana-2686	2	90	institute	institute	PROPN
cana-2686	2	91	of	of	ADP
cana-2686	2	92	technology	technology	PROPN
cana-2686	2	93	,	,	PUNCT
cana-2686	2	94	bangalore	bangalore	NOUN
cana-2686	2	95	.	.	PUNCT
cana-2686	3	1	4assistant	4assistant	NUM
cana-2686	3	2	professor	professor	NOUN
cana-2686	3	3	,	,	PUNCT
cana-2686	3	4	department	department	PROPN
cana-2686	3	5	of	of	ADP
cana-2686	3	6	cse	cse	PROPN
cana-2686	3	7	,	,	PUNCT
cana-2686	3	8	madanapalle	madanapalle	PROPN
cana-2686	3	9	institute	institute	PROPN
cana-2686	3	10	of	of	ADP
cana-2686	3	11	technology	technology	PROPN
cana-2686	3	12	and	and	CCONJ
cana-2686	3	13	science	science	NOUN
cana-2686	3	14	madanapalle	madanapalle	PROPN
cana-2686	3	15	,	,	PUNCT
cana-2686	3	16	andhra	andhra	PROPN
cana-2686	3	17	pradesh	pradesh	PROPN
cana-2686	3	18	,	,	PUNCT
cana-2686	3	19	5assistant	5assistant	NUM
cana-2686	3	20	professor	professor	NOUN
cana-2686	3	21	,	,	PUNCT
cana-2686	3	22	department	department	NOUN
cana-2686	3	23	of	of	ADP
cana-2686	3	24	computer	computer	NOUN
cana-2686	3	25	engineering	engineering	NOUN
cana-2686	3	26	,	,	PUNCT
cana-2686	3	27	dr	dr	PROPN
cana-2686	3	28	.	.	PROPN
cana-2686	4	1	d.y	d.y	PROPN
cana-2686	4	2	.	.	PROPN
cana-2686	4	3	patil	patil	PROPN
cana-2686	4	4	institute	institute	PROPN
cana-2686	4	5	of	of	ADP
cana-2686	4	6	technology	technology	PROPN
cana-2686	4	7	,	,	PUNCT
cana-2686	4	8	pune	pune	NOUN
cana-2686	4	9	6assistant	6assistant	NUM
cana-2686	4	10	professor	professor	NOUN
cana-2686	4	11	,	,	PUNCT
cana-2686	4	12	department	department	NOUN
cana-2686	4	13	of	of	ADP
cana-2686	4	14	computer	computer	NOUN
cana-2686	4	15	science	science	NOUN
cana-2686	4	16	and	and	CCONJ
cana-2686	4	17	engineering	engineering	NOUN
cana-2686	4	18	,	,	PUNCT
cana-2686	4	19	school	school	NOUN
cana-2686	4	20	of	of	ADP
cana-2686	4	21	computing	computing	NOUN
cana-2686	4	22	,	,	PUNCT
cana-2686	4	23	mohan	mohan	PROPN
cana-2686	4	24	babu	babu	PROPN
cana-2686	4	25	university	university	PROPN
cana-2686	4	26	,	,	PUNCT
cana-2686	4	27	tirupati	tirupati	PROPN
cana-2686	4	28	,	,	PUNCT
cana-2686	4	29	andhra	andhra	PROPN
cana-2686	4	30	pradesh	pradesh	PROPN
cana-2686	4	31	7associate	7associate	NUM
cana-2686	4	32	professor	professor	PROPN
cana-2686	4	33	,	,	PUNCT
cana-2686	4	34	department	department	NOUN
cana-2686	4	35	of	of	ADP
cana-2686	4	36	electronics	electronic	NOUN
cana-2686	4	37	and	and	CCONJ
cana-2686	4	38	communication	communication	NOUN
cana-2686	4	39	engineering	engineering	NOUN
cana-2686	4	40	,	,	PUNCT
cana-2686	4	41	annamacharya	annamacharya	PROPN
cana-2686	4	42	institute	institute	PROPN
cana-2686	4	43	of	of	ADP
cana-2686	4	44	technology	technology	PROPN
cana-2686	4	45	and	and	CCONJ
cana-2686	4	46	sciences	science	NOUN
cana-2686	4	47	,	,	PUNCT
cana-2686	4	48	tirupati	tirupati	PROPN
cana-2686	4	49	.	.	PUNCT
cana-2686	5	1	andhra	andhra	PROPN
cana-2686	5	2	pradesh	pradesh	PROPN
cana-2686	5	3	8associate	8associate	PROPN
cana-2686	5	4	professor	professor	NOUN
cana-2686	5	5	,	,	PUNCT
cana-2686	5	6	department	department	NOUN
cana-2686	5	7	of	of	ADP
cana-2686	5	8	electrical	electrical	ADJ
cana-2686	5	9	engineering	engineering	NOUN
cana-2686	5	10	,	,	PUNCT
cana-2686	5	11	annasaheb	annasaheb	NOUN
cana-2686	5	12	dange	dange	VERB
cana-2686	5	13	college	college	NOUN
cana-2686	5	14	of	of	ADP
cana-2686	5	15	engineering	engineering	NOUN
cana-2686	5	16	and	and	CCONJ
cana-2686	5	17	technology	technology	NOUN
cana-2686	5	18	(	(	PUNCT
cana-2686	5	19	autonomous	autonomous	ADJ
cana-2686	5	20	)	)	PUNCT
cana-2686	5	21	,	,	PUNCT
cana-2686	5	22	maharashtra	maharashtra	PROPN
cana-2686	5	23	article	article	PROPN
cana-2686	5	24	history	history	NOUN
cana-2686	5	25	:	:	PUNCT
cana-2686	5	26	received	receive	VERB
cana-2686	5	27	:	:	PUNCT
cana-2686	5	28	26	26	NUM
cana-2686	5	29	-	-	SYM
cana-2686	5	30	09	09	NUM
cana-2686	5	31	-	-	PUNCT
cana-2686	5	32	2024	2024	NUM
cana-2686	5	33	revised	revise	VERB
cana-2686	5	34	:	:	PUNCT
cana-2686	5	35	06	06	NUM
cana-2686	5	36	-	-	SYM
cana-2686	5	37	11	11	NUM
cana-2686	5	38	-	-	PUNCT
cana-2686	5	39	2024	2024	NUM
cana-2686	5	40	accepted	accept	VERB
cana-2686	5	41	:	:	PUNCT
cana-2686	5	42	26	26	NUM
cana-2686	5	43	-	-	SYM
cana-2686	5	44	11	11	NUM
cana-2686	5	45	-	-	PUNCT
cana-2686	5	46	2024	2024	NUM
cana-2686	5	47	abstract	abstract	NOUN
cana-2686	5	48	:	:	PUNCT
cana-2686	5	49	email	email	NOUN
cana-2686	5	50	is	be	AUX
cana-2686	5	51	a	a	DET
cana-2686	5	52	popular	popular	ADJ
cana-2686	5	53	method	method	NOUN
cana-2686	5	54	for	for	ADP
cana-2686	5	55	communicating	communicate	VERB
cana-2686	5	56	for	for	ADP
cana-2686	5	57	individuals	individual	NOUN
cana-2686	5	58	as	as	ADV
cana-2686	5	59	well	well	ADV
cana-2686	5	60	as	as	ADP
cana-2686	5	61	professionals	professional	NOUN
cana-2686	5	62	.	.	PUNCT
cana-2686	6	1	email	email	NOUN
cana-2686	6	2	is	be	AUX
cana-2686	6	3	routinely	routinely	ADV
cana-2686	6	4	used	use	VERB
cana-2686	6	5	to	to	PART
cana-2686	6	6	send	send	VERB
cana-2686	6	7	sensitive	sensitive	ADJ
cana-2686	6	8	personal	personal	ADJ
cana-2686	6	9	data	datum	NOUN
cana-2686	6	10	such	such	ADJ
cana-2686	6	11	as	as	ADP
cana-2686	6	12	passwords	password	NOUN
cana-2686	6	13	for	for	ADP
cana-2686	6	14	accounts	account	NOUN
cana-2686	6	15	,	,	PUNCT
cana-2686	6	16	credit	credit	NOUN
cana-2686	6	17	report	report	NOUN
cana-2686	6	18	specifics	specific	NOUN
cana-2686	6	19	,	,	PUNCT
cana-2686	6	20	and	and	CCONJ
cana-2686	6	21	banking	banking	NOUN
cana-2686	6	22	information	information	NOUN
cana-2686	6	23	.	.	PUNCT
cana-2686	7	1	as	as	ADP
cana-2686	7	2	a	a	DET
cana-2686	7	3	result	result	NOUN
cana-2686	7	4	,	,	PUNCT
cana-2686	7	5	cybercriminals	cybercriminal	NOUN
cana-2686	7	6	may	may	AUX
cana-2686	7	7	profit	profit	VERB
cana-2686	7	8	from	from	ADP
cana-2686	7	9	the	the	DET
cana-2686	7	10	information	information	NOUN
cana-2686	7	11	,	,	PUNCT
cana-2686	7	12	making	make	VERB
cana-2686	7	13	them	they	PRON
cana-2686	7	14	lucrative	lucrative	ADJ
cana-2686	7	15	.	.	PUNCT
cana-2686	8	1	con	con	PROPN
cana-2686	8	2	artists	artist	NOUN
cana-2686	8	3	utilise	utilise	VERB
cana-2686	8	4	phishing	phishe	VERB
cana-2686	8	5	to	to	PART
cana-2686	8	6	act	act	VERB
cana-2686	8	7	as	as	ADP
cana-2686	8	8	trusted	trust	VERB
cana-2686	8	9	sources	source	NOUN
cana-2686	8	10	in	in	ADP
cana-2686	8	11	order	order	NOUN
cana-2686	8	12	to	to	PART
cana-2686	8	13	gain	gain	VERB
cana-2686	8	14	confidential	confidential	ADJ
cana-2686	8	15	information	information	NOUN
cana-2686	8	16	from	from	ADP
cana-2686	8	17	people	people	NOUN
cana-2686	8	18	.	.	PUNCT
cana-2686	9	1	by	by	ADP
cana-2686	9	2	employing	employ	VERB
cana-2686	9	3	false	false	ADJ
cana-2686	9	4	pretences	pretence	NOUN
cana-2686	9	5	,	,	PUNCT
cana-2686	9	6	the	the	DET
cana-2686	9	7	sender	sender	NOUN
cana-2686	9	8	or	or	CCONJ
cana-2686	9	9	a	a	DET
cana-2686	9	10	phishing	phishe	VERB
cana-2686	9	11	email	email	NOUN
cana-2686	9	12	might	might	AUX
cana-2686	9	13	deceive	deceive	VERB
cana-2686	9	14	you	you	PRON
cana-2686	9	15	into	into	ADP
cana-2686	9	16	exposing	expose	VERB
cana-2686	9	17	personal	personal	ADJ
cana-2686	9	18	information	information	NOUN
cana-2686	9	19	.	.	PUNCT
cana-2686	10	1	this	this	DET
cana-2686	10	2	work	work	NOUN
cana-2686	10	3	approaches	approach	VERB
cana-2686	10	4	the	the	DET
cana-2686	10	5	detection	detection	NOUN
cana-2686	10	6	of	of	ADP
cana-2686	10	7	compromised	compromise	VERB
cana-2686	10	8	emails	email	NOUN
cana-2686	10	9	as	as	ADP
cana-2686	10	10	a	a	DET
cana-2686	10	11	classification	classification	NOUN
cana-2686	10	12	issue	issue	NOUN
cana-2686	10	13	,	,	PUNCT
cana-2686	10	14	and	and	CCONJ
cana-2686	10	15	it	it	PRON
cana-2686	10	16	demonstrates	demonstrate	VERB
cana-2686	10	17	how	how	SCONJ
cana-2686	10	18	machine	machine	NOUN
cana-2686	10	19	learning	learn	VERB
cana-2686	10	20	algorithms	algorithm	NOUN
cana-2686	10	21	are	be	AUX
cana-2686	10	22	utilized	utilize	VERB
cana-2686	10	23	to	to	PART
cana-2686	10	24	determine	determine	VERB
cana-2686	10	25	whether	whether	SCONJ
cana-2686	10	26	emails	email	NOUN
cana-2686	10	27	are	be	AUX
cana-2686	10	28	phished	phishe	VERB
cana-2686	10	29	or	or	CCONJ
cana-2686	10	30	not	not	PART
cana-2686	10	31	.	.	PUNCT
cana-2686	11	1	the	the	DET
cana-2686	11	2	svm	svm	PROPN
cana-2686	11	3	classifier	classifier	NOUN
cana-2686	11	4	has	have	VERB
cana-2686	11	5	a	a	DET
cana-2686	11	6	maximum	maximum	ADJ
cana-2686	11	7	accuracy	accuracy	NOUN
cana-2686	11	8	of	of	ADP
cana-2686	11	9	0.998	0.998	NUM
cana-2686	11	10	percent	percent	NOUN
cana-2686	11	11	in	in	ADP
cana-2686	11	12	classifying	classify	VERB
cana-2686	11	13	emails	email	NOUN
cana-2686	11	14	.	.	PUNCT
cana-2686	12	1	keywords	keyword	NOUN
cana-2686	12	2	:	:	PUNCT
cana-2686	12	3	svm	svm	PROPN
cana-2686	12	4	classifier	classifier	NOUN
cana-2686	12	5	,	,	PUNCT
cana-2686	12	6	cyber	cyber	NOUN
cana-2686	12	7	attacks	attack	NOUN
cana-2686	12	8	,	,	PUNCT
cana-2686	12	9	iot	iot	ADJ
cana-2686	12	10	introduction	introduction	NOUN
cana-2686	12	11	email	email	NOUN
cana-2686	12	12	,	,	PUNCT
cana-2686	12	13	text	text	NOUN
cana-2686	12	14	messaging	messaging	NOUN
cana-2686	12	15	,	,	PUNCT
cana-2686	12	16	and	and	CCONJ
cana-2686	12	17	telephone	telephone	NOUN
cana-2686	12	18	calls	call	NOUN
cana-2686	12	19	are	be	AUX
cana-2686	12	20	commonly	commonly	ADV
cana-2686	12	21	used	use	VERB
cana-2686	12	22	to	to	PART
cana-2686	12	23	start	start	VERB
cana-2686	12	24	cyberattacks[1	cyberattacks[1	NUM
cana-2686	12	25	,	,	PUNCT
cana-2686	12	26	2	2	NUM
cana-2686	12	27	]	]	PUNCT
cana-2686	12	28	.	.	PUNCT
cana-2686	13	1	despite	despite	SCONJ
cana-2686	13	2	continual	continual	ADJ
cana-2686	13	3	advancements	advancement	NOUN
cana-2686	13	4	to	to	ADP
cana-2686	13	5	the	the	DET
cana-2686	13	6	methods	method	NOUN
cana-2686	13	7	for	for	ADP
cana-2686	13	8	preventing	prevent	VERB
cana-2686	13	9	these	these	DET
cana-2686	13	10	cyber	cyber	NOUN
cana-2686	13	11	-	-	PUNCT
cana-2686	13	12	attacks	attack	NOUN
cana-2686	13	13	,	,	PUNCT
cana-2686	13	14	the	the	DET
cana-2686	13	15	results	result	NOUN
cana-2686	13	16	are	be	AUX
cana-2686	13	17	inadequate	inadequate	ADJ
cana-2686	13	18	.	.	PUNCT
cana-2686	14	1	on	on	ADP
cana-2686	14	2	the	the	DET
cana-2686	14	3	other	other	ADJ
cana-2686	14	4	hand	hand	NOUN
cana-2686	14	5	,	,	PUNCT
cana-2686	14	6	the	the	DET
cana-2686	14	7	rise	rise	NOUN
cana-2686	14	8	in	in	ADP
cana-2686	14	9	phishing	phishe	VERB
cana-2686	14	10	emails	email	NOUN
cana-2686	14	11	in	in	ADP
cana-2686	14	12	recent	recent	ADJ
cana-2686	14	13	years	year	NOUN
cana-2686	14	14	demonstrates	demonstrate	VERB
cana-2686	14	15	the	the	DET
cana-2686	14	16	need	need	NOUN
cana-2686	14	17	for	for	ADP
cana-2686	14	18	more	more	ADV
cana-2686	14	19	effective	effective	ADJ
cana-2686	14	20	and	and	CCONJ
cana-2686	14	21	modern	modern	ADJ
cana-2686	14	22	protection	protection	NOUN
cana-2686	14	23	.	.	PUNCT
cana-2686	15	1	[	[	X
cana-2686	15	2	3	3	NUM
cana-2686	15	3	,	,	PUNCT
cana-2686	15	4	4	4	NUM
cana-2686	15	5	]	]	PUNCT
cana-2686	15	6	there	there	PRON
cana-2686	15	7	are	be	VERB
cana-2686	15	8	a	a	DET
cana-2686	15	9	number	number	NOUN
cana-2686	15	10	of	of	ADP
cana-2686	15	11	techniques	technique	NOUN
cana-2686	15	12	for	for	ADP
cana-2686	15	13	identifying	identify	VERB
cana-2686	15	14	phishing	phishe	VERB
cana-2686	15	15	emails	email	NOUN
cana-2686	15	16	.	.	PUNCT
cana-2686	16	1	nonetheless	nonetheless	ADV
cana-2686	16	2	,	,	PUNCT
cana-2686	16	3	a	a	DET
cana-2686	16	4	comprehensive	comprehensive	ADJ
cana-2686	16	5	solution	solution	NOUN
cana-2686	16	6	to	to	ADP
cana-2686	16	7	the	the	DET
cana-2686	16	8	problem	problem	NOUN
cana-2686	16	9	is	be	AUX
cana-2686	16	10	still	still	ADV
cana-2686	16	11	required	require	VERB
cana-2686	16	12	.	.	PUNCT
cana-2686	17	1	this	this	PRON
cana-2686	17	2	is	be	AUX
cana-2686	17	3	the	the	DET
cana-2686	17	4	first	first	ADJ
cana-2686	17	5	survey	survey	NOUN
cana-2686	17	6	that	that	SCONJ
cana-2686	17	7	we	we	PRON
cana-2686	17	8	are	be	AUX
cana-2686	17	9	aware	aware	ADJ
cana-2686	17	10	of[4	of[4	NOUN
cana-2686	17	11	]	]	PUNCT
cana-2686	17	12	,	,	PUNCT
cana-2686	17	13	and	and	CCONJ
cana-2686	17	14	it	it	PRON
cana-2686	17	15	focuses	focus	VERB
cana-2686	17	16	on	on	ADP
cana-2686	17	17	applying	apply	VERB
cana-2686	17	18	machine	machine	NOUN
cana-2686	17	19	learning	learning	NOUN
cana-2686	17	20	(	(	PUNCT
cana-2686	17	21	ml	ml	NOUN
cana-2686	17	22	)	)	PUNCT
cana-2686	17	23	methodologies	methodology	NOUN
cana-2686	17	24	to	to	PART
cana-2686	17	25	detect	detect	VERB
cana-2686	17	26	phishing	phishe	VERB
cana-2686	17	27	emails	email	NOUN
cana-2686	17	28	.	.	PUNCT
cana-2686	18	1	this	this	DET
cana-2686	18	2	research	research	NOUN
cana-2686	18	3	focuses	focus	VERB
cana-2686	18	4	at	at	ADP
cana-2686	18	5	the	the	DET
cana-2686	18	6	many	many	ADJ
cana-2686	18	7	cutting	cutting	NOUN
cana-2686	18	8	-	-	PUNCT
cana-2686	18	9	edge	edge	NOUN
cana-2686	18	10	machine	machine	NOUN
cana-2686	18	11	learning	learning	NOUN
cana-2686	18	12	(	(	PUNCT
cana-2686	18	13	ml	ml	NOUN
cana-2686	18	14	)	)	PUNCT
cana-2686	18	15	approaches	approach	NOUN
cana-2686	18	16	that	that	PRON
cana-2686	18	17	are	be	AUX
cana-2686	18	18	currently	currently	ADV
cana-2686	18	19	in	in	ADP
cana-2686	18	20	use	use	NOUN
cana-2686	18	21	.	.	PUNCT
cana-2686	19	1	the	the	DET
cana-2686	19	2	way	way	NOUN
cana-2686	19	3	people	people	NOUN
cana-2686	19	4	interact	interact	VERB
cana-2686	19	5	online	online	ADV
cana-2686	19	6	has	have	AUX
cana-2686	19	7	changed	change	VERB
cana-2686	19	8	as	as	ADP
cana-2686	19	9	a	a	DET
cana-2686	19	10	result	result	NOUN
cana-2686	19	11	of	of	ADP
cana-2686	19	12	the	the	DET
cana-2686	19	13	rapid	rapid	ADJ
cana-2686	19	14	development	development	NOUN
cana-2686	19	15	of	of	ADP
cana-2686	19	16	internet	internet	NOUN
cana-2686	19	17	technologies	technology	NOUN
cana-2686	19	18	,	,	PUNCT
cana-2686	19	19	which	which	PRON
cana-2686	19	20	has	have	AUX
cana-2686	19	21	also	also	ADV
cana-2686	19	22	introduced	introduce	VERB
cana-2686	19	23	new	new	ADJ
cana-2686	19	24	security	security	NOUN
cana-2686	19	25	risks	risk	NOUN
cana-2686	19	26	.	.	PUNCT
cana-2686	20	1	the	the	DET
cana-2686	20	2	user	user	NOUN
cana-2686	20	3	's	's	PART
cana-2686	20	4	computer	computer	NOUN
cana-2686	20	5	is	be	AUX
cana-2686	20	6	attacked	attack	VERB
cana-2686	20	7	by	by	ADP
cana-2686	20	8	new	new	ADJ
cana-2686	20	9	global	global	ADJ
cana-2686	20	10	threats	threat	NOUN
cana-2686	20	11	that	that	PRON
cana-2686	20	12	have	have	VERB
cana-2686	20	13	the	the	DET
cana-2686	20	14	potential	potential	NOUN
cana-2686	20	15	to	to	PART
cana-2686	20	16	steal	steal	VERB
cana-2686	20	17	their	their	PRON
cana-2686	20	18	identity	identity	NOUN
cana-2686	20	19	and	and	CCONJ
cana-2686	20	20	money[9	money[9	NOUN
cana-2686	20	21	]	]	PUNCT
cana-2686	20	22	.	.	PUNCT
cana-2686	21	1	phishing	phishe	VERB
cana-2686	21	2	is	be	AUX
cana-2686	21	3	a	a	DET
cana-2686	21	4	term	term	NOUN
cana-2686	21	5	that	that	PRON
cana-2686	21	6	has	have	VERB
cana-2686	21	7	a	a	DET
cana-2686	21	8	lot	lot	NOUN
cana-2686	21	9	of	of	ADP
cana-2686	21	10	press	press	NOUN
cana-2686	21	11	coverage	coverage	NOUN
cana-2686	21	12	,	,	PUNCT
cana-2686	21	13	thousands	thousand	NOUN
cana-2686	21	14	of	of	ADP
cana-2686	21	15	references	reference	NOUN
cana-2686	21	16	in	in	ADP
cana-2686	21	17	scientific	scientific	ADJ
cana-2686	21	18	papers	paper	NOUN
cana-2686	21	19	,	,	PUNCT
cana-2686	21	20	and	and	CCONJ
cana-2686	21	21	banks	bank	NOUN
cana-2686	21	22	and	and	CCONJ
cana-2686	21	23	law	law	NOUN
cana-2686	21	24	enforcement	enforcement	NOUN
cana-2686	21	25	agencies	agency	NOUN
cana-2686	21	26	looking	look	VERB
cana-2686	21	27	into	into	ADP
cana-2686	21	28	it	it	PRON
cana-2686	21	29	.	.	PUNCT
cana-2686	22	1	nevertheless	nevertheless	ADV
cana-2686	22	2	,	,	PUNCT
cana-2686	22	3	this	this	PRON
cana-2686	22	4	raises	raise	VERB
cana-2686	22	5	the	the	DET
cana-2686	22	6	issue	issue	NOUN
cana-2686	22	7	of	of	ADP
cana-2686	22	8	what	what	PRON
cana-2686	22	9	exactly	exactly	ADV
cana-2686	22	10	phishing	phishe	VERB
cana-2686	22	11	[	[	PUNCT
cana-2686	22	12	10	10	NUM
cana-2686	22	13	]	]	PUNCT
cana-2686	22	14	.	.	PUNCT
cana-2686	23	1	communications	communication	NOUN
cana-2686	23	2	on	on	ADP
cana-2686	23	3	applied	apply	VERB
cana-2686	23	4	nonlinear	nonlinear	ADJ
cana-2686	23	5	analysis	analysis	NOUN
cana-2686	23	6	issn	issn	NOUN
cana-2686	23	7	:	:	PUNCT
cana-2686	23	8	1074	1074	NUM
cana-2686	23	9	-	-	PUNCT
cana-2686	23	10	133x	133x	NUM
cana-2686	23	11	vol	vol	NOUN
cana-2686	23	12	32	32	NUM
cana-2686	23	13	no	no	NOUN
cana-2686	23	14	.	.	PUNCT
cana-2686	24	1	3s	3s	NUM
cana-2686	24	2	(	(	PUNCT
cana-2686	24	3	2025	2025	NUM
cana-2686	24	4	)	)	PUNCT
cana-2686	24	5	480	480	NUM
cana-2686	24	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2686	24	7	the	the	DET
cana-2686	24	8	phenomenon	phenomenon	NOUN
cana-2686	24	9	of	of	ADP
cana-2686	24	10	phishing	phishing	NOUN
cana-2686	24	11	is	be	AUX
cana-2686	24	12	explicitly	explicitly	ADV
cana-2686	24	13	described	describe	VERB
cana-2686	24	14	in	in	ADP
cana-2686	24	15	some	some	DET
cana-2686	24	16	publications	publication	NOUN
cana-2686	24	17	;	;	PUNCT
cana-2686	24	18	in	in	ADP
cana-2686	24	19	some	some	PRON
cana-2686	24	20	,	,	PUNCT
cana-2686	24	21	it	it	PRON
cana-2686	24	22	is	be	AUX
cana-2686	24	23	illustrated	illustrate	VERB
cana-2686	24	24	,	,	PUNCT
cana-2686	24	25	while	while	SCONJ
cana-2686	24	26	in	in	ADP
cana-2686	24	27	others	other	NOUN
cana-2686	24	28	,	,	PUNCT
cana-2686	24	29	the	the	DET
cana-2686	24	30	reader	reader	NOUN
cana-2686	24	31	is	be	AUX
cana-2686	24	32	assumed	assume	VERB
cana-2686	24	33	to	to	PART
cana-2686	24	34	already	already	ADV
cana-2686	24	35	be	be	AUX
cana-2686	24	36	aware	aware	ADJ
cana-2686	24	37	of	of	ADP
cana-2686	24	38	what	what	PRON
cana-2686	24	39	phishing	phishing	NOUN
cana-2686	24	40	is	be	AUX
cana-2686	24	41	.	.	PUNCT
cana-2686	25	1	phishing	phishe	VERB
cana-2686	25	2	has	have	AUX
cana-2686	25	3	been	be	AUX
cana-2686	25	4	defined	define	VERB
cana-2686	25	5	by	by	ADP
cana-2686	25	6	a	a	DET
cana-2686	25	7	lot	lot	NOUN
cana-2686	25	8	of	of	ADP
cana-2686	25	9	academics	academic	NOUN
cana-2686	25	10	,	,	PUNCT
cana-2686	25	11	which	which	PRON
cana-2686	25	12	has	have	AUX
cana-2686	25	13	led	lead	VERB
cana-2686	25	14	to	to	ADP
cana-2686	25	15	a	a	DET
cana-2686	25	16	lot	lot	NOUN
cana-2686	25	17	of	of	ADP
cana-2686	25	18	different	different	ADJ
cana-2686	25	19	interpretations	interpretation	NOUN
cana-2686	25	20	in	in	ADP
cana-2686	25	21	the	the	DET
cana-2686	25	22	academic	academic	ADJ
cana-2686	25	23	literature	literature	NOUN
cana-2686	25	24	.	.	PUNCT
cana-2686	26	1	the	the	DET
cana-2686	26	2	literature	literature	NOUN
cana-2686	26	3	does	do	AUX
cana-2686	26	4	not	not	PART
cana-2686	26	5	provide	provide	VERB
cana-2686	26	6	a	a	DET
cana-2686	26	7	comprehensive	comprehensive	ADJ
cana-2686	26	8	description	description	NOUN
cana-2686	26	9	of	of	ADP
cana-2686	26	10	phishing	phishe	VERB
cana-2686	26	11	attacks	attack	NOUN
cana-2686	26	12	because	because	SCONJ
cana-2686	26	13	the	the	DET
cana-2686	26	14	issue	issue	NOUN
cana-2686	26	15	of	of	ADP
cana-2686	26	16	phishing	phishe	VERB
cana-2686	26	17	is	be	AUX
cana-2686	26	18	broad	broad	ADJ
cana-2686	26	19	and	and	CCONJ
cana-2686	26	20	covers	cover	VERB
cana-2686	26	21	a	a	DET
cana-2686	26	22	wide	wide	ADJ
cana-2686	26	23	range	range	NOUN
cana-2686	26	24	of	of	ADP
cana-2686	26	25	situations	situation	NOUN
cana-2686	26	26	[	[	X
cana-2686	26	27	11	11	NUM
cana-2686	26	28	,	,	PUNCT
cana-2686	26	29	12	12	NUM
cana-2686	26	30	]	]	PUNCT
cana-2686	26	31	.	.	PUNCT
cana-2686	27	1	artificial	artificial	ADJ
cana-2686	27	2	intelligence	intelligence	NOUN
cana-2686	27	3	is	be	AUX
cana-2686	27	4	a	a	DET
cana-2686	27	5	subfield	subfield	NOUN
cana-2686	27	6	of	of	ADP
cana-2686	27	7	machine	machine	NOUN
cana-2686	27	8	learning	learning	NOUN
cana-2686	27	9	.	.	PUNCT
cana-2686	28	1	a	a	DET
cana-2686	28	2	system	system	NOUN
cana-2686	28	3	becomes	become	VERB
cana-2686	28	4	intelligent	intelligent	ADJ
cana-2686	28	5	when	when	SCONJ
cana-2686	28	6	it	it	PRON
cana-2686	28	7	is	be	AUX
cana-2686	28	8	given	give	VERB
cana-2686	28	9	the	the	DET
cana-2686	28	10	ability	ability	NOUN
cana-2686	28	11	to	to	PART
cana-2686	28	12	learn	learn	VERB
cana-2686	28	13	.	.	PUNCT
cana-2686	29	1	we	we	PRON
cana-2686	29	2	incorporate	incorporate	VERB
cana-2686	29	3	the	the	DET
cana-2686	29	4	idea	idea	NOUN
cana-2686	29	5	of	of	ADP
cana-2686	29	6	supervised	supervised	ADJ
cana-2686	29	7	learning	learning	NOUN
cana-2686	29	8	into	into	ADP
cana-2686	29	9	our	our	PRON
cana-2686	29	10	model	model	NOUN
cana-2686	29	11	,	,	PUNCT
cana-2686	29	12	even	even	ADV
cana-2686	29	13	though	though	SCONJ
cana-2686	29	14	it	it	PRON
cana-2686	29	15	is	be	AUX
cana-2686	29	16	not	not	PART
cana-2686	29	17	explicitly	explicitly	ADV
cana-2686	29	18	programmed	program	VERB
cana-2686	29	19	.	.	PUNCT
cana-2686	30	1	machine	machine	NOUN
cana-2686	30	2	learning	learn	VERB
cana-2686	30	3	techniques	technique	NOUN
cana-2686	30	4	are	be	AUX
cana-2686	30	5	utilized	utilize	VERB
cana-2686	30	6	for	for	ADP
cana-2686	30	7	classification	classification	NOUN
cana-2686	30	8	.	.	PUNCT
cana-2686	31	1	existing	exist	VERB
cana-2686	31	2	system	system	NOUN
cana-2686	31	3	is	be	AUX
cana-2686	31	4	-	-	PUNCT
cana-2686	31	5	based	base	VERB
cana-2686	31	6	phishing	phishe	VERB
cana-2686	31	7	detection	detection	NOUN
cana-2686	31	8	systems	system	NOUN
cana-2686	31	9	make	make	VERB
cana-2686	31	10	use	use	NOUN
cana-2686	31	11	of	of	ADP
cana-2686	31	12	two	two	NUM
cana-2686	31	13	lists	list	NOUN
cana-2686	31	14	to	to	PART
cana-2686	31	15	distinguish	distinguish	VERB
cana-2686	31	16	between	between	ADP
cana-2686	31	17	legitimate	legitimate	ADJ
cana-2686	31	18	and	and	CCONJ
cana-2686	31	19	fraudulent	fraudulent	ADJ
cana-2686	31	20	web	web	NOUN
cana-2686	31	21	pages	page	NOUN
cana-2686	31	22	:	:	PUNCT
cana-2686	31	23	blacklists	blacklist	NOUN
cana-2686	31	24	and	and	CCONJ
cana-2686	31	25	whitelists	whitelist	NOUN
cana-2686	31	26	.	.	PUNCT
cana-2686	32	1	whitelist	whitelist	NOUN
cana-2686	32	2	-	-	PUNCT
cana-2686	32	3	based	base	VERB
cana-2686	32	4	phishing	phishe	VERB
cana-2686	32	5	detection	detection	NOUN
cana-2686	32	6	systems	system	NOUN
cana-2686	32	7	produce	produce	VERB
cana-2686	32	8	trustworthy	trustworthy	ADJ
cana-2686	32	9	,	,	PUNCT
cana-2686	32	10	secure	secure	ADJ
cana-2686	32	11	websites	website	NOUN
cana-2686	32	12	that	that	PRON
cana-2686	32	13	provide	provide	VERB
cana-2686	32	14	relevant	relevant	ADJ
cana-2686	32	15	information	information	NOUN
cana-2686	32	16	.	.	PUNCT
cana-2686	33	1	a	a	DET
cana-2686	33	2	system	system	NOUN
cana-2686	33	3	that	that	PRON
cana-2686	33	4	logs	log	VERB
cana-2686	33	5	the	the	DET
cana-2686	33	6	ip	ip	ADJ
cana-2686	33	7	address	address	NOUN
cana-2686	33	8	of	of	ADP
cana-2686	33	9	each	each	DET
cana-2686	33	10	website	website	NOUN
cana-2686	33	11	the	the	DET
cana-2686	33	12	user	user	NOUN
cana-2686	33	13	has	have	AUX
cana-2686	33	14	visited	visit	VERB
cana-2686	33	15	with	with	ADP
cana-2686	33	16	a	a	DET
cana-2686	33	17	login	login	NOUN
cana-2686	33	18	user	user	NOUN
cana-2686	33	19	interface	interface	NOUN
cana-2686	33	20	creates	create	VERB
cana-2686	33	21	a	a	DET
cana-2686	33	22	whitelist	whitelist	NOUN
cana-2686	33	23	and	and	CCONJ
cana-2686	33	24	is	be	AUX
cana-2686	33	25	considered	consider	VERB
cana-2686	33	26	potentially	potentially	ADV
cana-2686	33	27	dangerous	dangerous	ADJ
cana-2686	33	28	for	for	ADP
cana-2686	33	29	any	any	DET
cana-2686	33	30	website	website	NOUN
cana-2686	33	31	that	that	PRON
cana-2686	33	32	is	be	AUX
cana-2686	33	33	not	not	PART
cana-2686	33	34	on	on	ADP
cana-2686	33	35	it.[5	it.[5	NOUN
cana-2686	33	36	]	]	PUNCT
cana-2686	33	37	if	if	SCONJ
cana-2686	33	38	a	a	DET
cana-2686	33	39	website	website	NOUN
cana-2686	33	40	's	's	PART
cana-2686	33	41	registered	registered	ADJ
cana-2686	33	42	information	information	NOUN
cana-2686	33	43	is	be	AUX
cana-2686	33	44	incompatible	incompatible	ADJ
cana-2686	33	45	,	,	PUNCT
cana-2686	33	46	the	the	DET
cana-2686	33	47	system	system	NOUN
cana-2686	33	48	will	will	AUX
cana-2686	33	49	notify	notify	VERB
cana-2686	33	50	users	user	NOUN
cana-2686	33	51	whenever	whenever	SCONJ
cana-2686	33	52	they	they	PRON
cana-2686	33	53	access	access	VERB
cana-2686	33	54	the	the	DET
cana-2686	33	55	website	website	NOUN
cana-2686	33	56	.	.	PUNCT
cana-2686	34	1	the	the	DET
cana-2686	34	2	results	result	NOUN
cana-2686	34	3	of	of	ADP
cana-2686	34	4	the	the	DET
cana-2686	34	5	trials	trial	NOUN
cana-2686	34	6	indicate	indicate	VERB
cana-2686	34	7	that	that	SCONJ
cana-2686	34	8	employing	employ	VERB
cana-2686	34	9	the	the	DET
cana-2686	34	10	adaptive	adaptive	ADJ
cana-2686	34	11	regularization	regularization	NOUN
cana-2686	34	12	of	of	ADP
cana-2686	34	13	weights	weight	NOUN
cana-2686	34	14	algorithm	algorithm	NOUN
cana-2686	34	15	increases	increase	VERB
cana-2686	34	16	accuracy	accuracy	NOUN
cana-2686	34	17	while	while	SCONJ
cana-2686	34	18	simultaneously	simultaneously	ADV
cana-2686	34	19	lowering	lower	VERB
cana-2686	34	20	the	the	DET
cana-2686	34	21	amount	amount	NOUN
cana-2686	34	22	of	of	ADP
cana-2686	34	23	system	system	NOUN
cana-2686	34	24	resources	resource	NOUN
cana-2686	34	25	required	require	VERB
cana-2686	34	26	.	.	PUNCT
cana-2686	35	1	they	they	PRON
cana-2686	35	2	assert	assert	VERB
cana-2686	35	3	that	that	SCONJ
cana-2686	35	4	the	the	DET
cana-2686	35	5	utilization	utilization	NOUN
cana-2686	35	6	of	of	ADP
cana-2686	35	7	approximately	approximately	ADV
cana-2686	35	8	11,000	11,000	NUM
cana-2686	35	9	web	web	NOUN
cana-2686	35	10	pages	page	NOUN
cana-2686	35	11	enables	enable	VERB
cana-2686	35	12	harmony	harmony	NOUN
cana-2686	35	13	search	search	NOUN
cana-2686	35	14	to	to	PART
cana-2686	35	15	achieve	achieve	VERB
cana-2686	35	16	a	a	DET
cana-2686	35	17	higher	high	ADJ
cana-2686	35	18	accuracy	accuracy	NOUN
cana-2686	35	19	rate	rate	NOUN
cana-2686	35	20	of	of	ADP
cana-2686	35	21	94.13	94.13	NUM
cana-2686	35	22	percent	percent	NOUN
cana-2686	35	23	and	and	CCONJ
cana-2686	35	24	92.80	92.80	NUM
cana-2686	35	25	percent	percent	NOUN
cana-2686	35	26	for	for	ADP
cana-2686	35	27	the	the	DET
cana-2686	35	28	training	training	NOUN
cana-2686	35	29	and	and	CCONJ
cana-2686	35	30	testing	testing	NOUN
cana-2686	35	31	procedures	procedure	NOUN
cana-2686	35	32	,	,	PUNCT
cana-2686	35	33	respectively	respectively	ADV
cana-2686	35	34	.	.	PUNCT
cana-2686	36	1	it	it	PRON
cana-2686	36	2	has	have	VERB
cana-2686	36	3	17	17	NUM
cana-2686	36	4	features	feature	NOUN
cana-2686	36	5	,	,	PUNCT
cana-2686	36	6	some	some	PRON
cana-2686	36	7	of	of	ADP
cana-2686	36	8	which	which	PRON
cana-2686	36	9	are	be	AUX
cana-2686	36	10	dependent	dependent	ADJ
cana-2686	36	11	on	on	ADP
cana-2686	36	12	services	service	NOUN
cana-2686	36	13	provided	provide	VERB
cana-2686	36	14	by	by	ADP
cana-2686	36	15	third	third	ADJ
cana-2686	36	16	parties	party	NOUN
cana-2686	36	17	.	.	PUNCT
cana-2686	37	1	real	real	ADJ
cana-2686	37	2	-	-	PUNCT
cana-2686	37	3	time	time	NOUN
cana-2686	37	4	execution	execution	NOUN
cana-2686	37	5	takes	take	VERB
cana-2686	37	6	a	a	DET
cana-2686	37	7	lot	lot	NOUN
cana-2686	37	8	longer	long	ADJ
cana-2686	37	9	as	as	ADP
cana-2686	37	10	a	a	DET
cana-2686	37	11	result	result	NOUN
cana-2686	37	12	;	;	PUNCT
cana-2686	37	13	nonetheless	nonetheless	ADV
cana-2686	37	14	,	,	PUNCT
cana-2686	37	15	it	it	PRON
cana-2686	37	16	is	be	AUX
cana-2686	37	17	capable	capable	ADJ
cana-2686	37	18	of	of	ADP
cana-2686	37	19	higher	high	ADJ
cana-2686	37	20	accuracy	accuracy	NOUN
cana-2686	37	21	rates	rate	NOUN
cana-2686	37	22	.	.	PUNCT
cana-2686	38	1	despite	despite	SCONJ
cana-2686	38	2	the	the	DET
cana-2686	38	3	fact	fact	NOUN
cana-2686	38	4	that	that	SCONJ
cana-2686	38	5	its	its	PRON
cana-2686	38	6	dataset	dataset	NOUN
cana-2686	38	7	only	only	ADV
cana-2686	38	8	contains	contain	VERB
cana-2686	38	9	1400	1400	NUM
cana-2686	38	10	items	item	NOUN
cana-2686	38	11	,	,	PUNCT
cana-2686	38	12	it	it	PRON
cana-2686	38	13	has	have	VERB
cana-2686	38	14	a	a	DET
cana-2686	38	15	respectable	respectable	ADJ
cana-2686	38	16	acceptance	acceptance	NOUN
cana-2686	38	17	rate	rate	NOUN
cana-2686	38	18	for	for	ADP
cana-2686	38	19	noisy	noisy	ADJ
cana-2686	38	20	data	datum	NOUN
cana-2686	38	21	[	[	X
cana-2686	38	22	17	17	NUM
cana-2686	38	23	]	]	PUNCT
cana-2686	38	24	.	.	PUNCT
cana-2686	39	1	proposed	propose	VERB
cana-2686	39	2	system	system	NOUN
cana-2686	39	3	subdomains	subdomain	NOUN
cana-2686	39	4	are	be	AUX
cana-2686	39	5	added	add	VERB
cana-2686	39	6	to	to	ADP
cana-2686	39	7	the	the	DET
cana-2686	39	8	links	link	NOUN
cana-2686	39	9	to	to	PART
cana-2686	39	10	create	create	VERB
cana-2686	39	11	the	the	DET
cana-2686	39	12	appearance	appearance	NOUN
cana-2686	39	13	that	that	PRON
cana-2686	39	14	they	they	PRON
cana-2686	39	15	are	be	AUX
cana-2686	39	16	legitimate	legitimate	ADJ
cana-2686	39	17	.	.	PUNCT
cana-2686	40	1	the	the	DET
cana-2686	40	2	number	number	NOUN
cana-2686	40	3	of	of	ADP
cana-2686	40	4	dots	dot	NOUN
cana-2686	40	5	in	in	ADP
cana-2686	40	6	the	the	DET
cana-2686	40	7	connection	connection	NOUN
cana-2686	40	8	rose	rise	VERB
cana-2686	40	9	as	as	SCONJ
cana-2686	40	10	additional	additional	ADJ
cana-2686	40	11	subdomains	subdomain	NOUN
cana-2686	40	12	were	be	AUX
cana-2686	40	13	added	add	VERB
cana-2686	40	14	.	.	PUNCT
cana-2686	41	1	as	as	SCONJ
cana-2686	41	2	indicated	indicate	VERB
cana-2686	41	3	by	by	ADP
cana-2686	41	4	.	.	PUNCT
cana-2686	42	1	three	three	NUM
cana-2686	42	2	or	or	CCONJ
cana-2686	42	3	more	more	ADJ
cana-2686	42	4	[	[	X
cana-2686	42	5	more	more	ADJ
cana-2686	42	6	than	than	ADP
cana-2686	42	7	three	three	NUM
cana-2686	42	8	]	]	PUNCT
cana-2686	42	9	,	,	PUNCT
cana-2686	42	10	number	number	NOUN
cana-2686	42	11	dots	dot	NOUN
cana-2686	42	12	should	should	AUX
cana-2686	42	13	not	not	PART
cana-2686	42	14	be	be	AUX
cana-2686	42	15	used	use	VERB
cana-2686	42	16	in	in	ADP
cana-2686	42	17	a	a	DET
cana-2686	42	18	legitimate	legitimate	ADJ
cana-2686	42	19	email	email	NOUN
cana-2686	42	20	.	.	PUNCT
cana-2686	43	1	this	this	DET
cana-2686	43	2	one	one	NOUN
cana-2686	43	3	decides	decide	VERB
cana-2686	43	4	whether	whether	SCONJ
cana-2686	43	5	or	or	CCONJ
cana-2686	43	6	not	not	PART
cana-2686	43	7	there	there	PRON
cana-2686	43	8	is	be	VERB
cana-2686	43	9	a	a	DET
cana-2686	43	10	connection	connection	NOUN
cana-2686	43	11	because	because	SCONJ
cana-2686	43	12	it	it	PRON
cana-2686	43	13	is	be	AUX
cana-2686	43	14	a	a	DET
cana-2686	43	15	binary	binary	ADJ
cana-2686	43	16	characteristic	characteristic	NOUN
cana-2686	43	17	.	.	PUNCT
cana-2686	44	1	it	it	PRON
cana-2686	44	2	would	would	AUX
cana-2686	44	3	be	be	AUX
cana-2686	44	4	sent	send	VERB
cana-2686	44	5	in	in	ADP
cana-2686	44	6	the	the	DET
cana-2686	44	7	mail	mail	NOUN
cana-2686	44	8	if	if	SCONJ
cana-2686	44	9	the	the	DET
cana-2686	44	10	number	number	NOUN
cana-2686	44	11	of	of	ADP
cana-2686	44	12	dots	dot	NOUN
cana-2686	44	13	was	be	AUX
cana-2686	44	14	greater	great	ADJ
cana-2686	44	15	than	than	ADP
cana-2686	44	16	three	three	NUM
cana-2686	44	17	.	.	PUNCT
cana-2686	45	1	this	this	DET
cana-2686	45	2	email	email	NOUN
cana-2686	45	3	has	have	AUX
cana-2686	45	4	been	be	AUX
cana-2686	45	5	compromised	compromise	VERB
cana-2686	45	6	.	.	PUNCT
cana-2686	46	1	the	the	DET
cana-2686	46	2	total	total	ADJ
cana-2686	46	3	number	number	NOUN
cana-2686	46	4	of	of	ADP
cana-2686	46	5	connections	connection	NOUN
cana-2686	46	6	is	be	AUX
cana-2686	46	7	:	:	PUNCT
cana-2686	46	8	more	more	ADJ
cana-2686	46	9	information	information	NOUN
cana-2686	46	10	is	be	AUX
cana-2686	46	11	usually	usually	ADV
cana-2686	46	12	included	include	VERB
cana-2686	46	13	in	in	ADP
cana-2686	46	14	phishing	phishe	VERB
cana-2686	46	15	emails	email	NOUN
cana-2686	46	16	.	.	PUNCT
cana-2686	47	1	unlike	unlike	ADP
cana-2686	47	2	ham	ham	PROPN
cana-2686	47	3	radio	radio	NOUN
cana-2686	47	4	,	,	PUNCT
cana-2686	47	5	the	the	DET
cana-2686	47	6	transmitter	transmitter	NOUN
cana-2686	47	7	attempts	attempt	VERB
cana-2686	47	8	to	to	PART
cana-2686	47	9	deliver	deliver	VERB
cana-2686	47	10	many	many	ADJ
cana-2686	47	11	connections	connection	NOUN
cana-2686	47	12	.	.	PUNCT
cana-2686	48	1	you	you	PRON
cana-2686	48	2	may	may	AUX
cana-2686	48	3	deceive	deceive	VERB
cana-2686	48	4	the	the	DET
cana-2686	48	5	user	user	NOUN
cana-2686	48	6	into	into	ADP
cana-2686	48	7	visiting	visit	VERB
cana-2686	48	8	an	an	DET
cana-2686	48	9	unlawful	unlawful	ADJ
cana-2686	48	10	website	website	NOUN
cana-2686	48	11	.	.	PUNCT
cana-2686	49	1	this	this	PRON
cana-2686	49	2	happens	happen	VERB
cana-2686	49	3	all	all	DET
cana-2686	49	4	the	the	DET
cana-2686	49	5	time	time	NOUN
cana-2686	49	6	.	.	PUNCT
cana-2686	50	1	communications	communication	NOUN
cana-2686	50	2	on	on	ADP
cana-2686	50	3	applied	apply	VERB
cana-2686	50	4	nonlinear	nonlinear	ADJ
cana-2686	50	5	analysis	analysis	NOUN
cana-2686	50	6	issn	issn	NOUN
cana-2686	50	7	:	:	PUNCT
cana-2686	50	8	1074	1074	NUM
cana-2686	50	9	-	-	PUNCT
cana-2686	50	10	133x	133x	NUM
cana-2686	50	11	vol	vol	NOUN
cana-2686	50	12	32	32	NUM
cana-2686	50	13	no	no	NOUN
cana-2686	50	14	.	.	PUNCT
cana-2686	51	1	3s	3s	NUM
cana-2686	51	2	(	(	PUNCT
cana-2686	51	3	2025	2025	NUM
cana-2686	51	4	)	)	PUNCT
cana-2686	51	5	481	481	NUM
cana-2686	51	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2686	51	7	fig.1	fig.1	ADJ
cana-2686	51	8	:	:	PUNCT
cana-2686	51	9	architecture	architecture	NOUN
cana-2686	51	10	of	of	ADP
cana-2686	51	11	service	service	NOUN
cana-2686	51	12	provider	provider	NOUN
cana-2686	51	13	fig.2	fig.2	NOUN
cana-2686	51	14	:	:	PUNCT
cana-2686	51	15	flow	flow	NOUN
cana-2686	51	16	diagram	diagram	NOUN
cana-2686	51	17	of	of	ADP
cana-2686	51	18	remote	remote	ADJ
cana-2686	51	19	user	user	NOUN
cana-2686	51	20	fig.3	fig.3	PROPN
cana-2686	51	21	:	:	PUNCT
cana-2686	51	22	flow	flow	NOUN
cana-2686	51	23	diagram	diagram	NOUN
cana-2686	51	24	of	of	ADP
cana-2686	51	25	service	service	NOUN
cana-2686	51	26	provider	provider	NOUN
cana-2686	51	27	when	when	SCONJ
cana-2686	51	28	javascript	javascript	NOUN
cana-2686	51	29	occurs	occur	VERB
cana-2686	51	30	in	in	ADP
cana-2686	51	31	an	an	DET
cana-2686	51	32	email	email	NOUN
cana-2686	51	33	,	,	PUNCT
cana-2686	51	34	it	it	PRON
cana-2686	51	35	shows	show	VERB
cana-2686	51	36	that	that	SCONJ
cana-2686	51	37	the	the	DET
cana-2686	51	38	person	person	NOUN
cana-2686	51	39	who	who	PRON
cana-2686	51	40	sent	send	VERB
cana-2686	51	41	it	it	PRON
cana-2686	51	42	is	be	AUX
cana-2686	51	43	attempting	attempt	VERB
cana-2686	51	44	to	to	PART
cana-2686	51	45	hide	hide	VERB
cana-2686	51	46	information	information	NOUN
cana-2686	51	47	or	or	CCONJ
cana-2686	51	48	make	make	VERB
cana-2686	51	49	changes	change	NOUN
cana-2686	51	50	to	to	ADP
cana-2686	51	51	a	a	DET
cana-2686	51	52	sure	sure	ADJ
cana-2686	51	53	browser	browser	NOUN
cana-2686	51	54	[	[	X
cana-2686	51	55	18	18	NUM
cana-2686	51	56	]	]	PUNCT
cana-2686	51	57	.	.	PUNCT
cana-2686	52	1	this	this	DET
cana-2686	52	2	feature	feature	NOUN
cana-2686	52	3	is	be	AUX
cana-2686	52	4	one	one	NUM
cana-2686	52	5	-	-	PUNCT
cana-2686	52	6	of	of	ADP
cana-2686	52	7	-	-	PUNCT
cana-2686	52	8	a	a	DET
cana-2686	52	9	-	-	PUNCT
cana-2686	52	10	kind	kind	NOUN
cana-2686	52	11	in	in	ADP
cana-2686	52	12	its	its	PRON
cana-2686	52	13	own	own	ADJ
cana-2686	52	14	way	way	NOUN
cana-2686	52	15	.	.	PUNCT
cana-2686	53	1	the	the	DET
cana-2686	53	2	existence	existence	NOUN
cana-2686	53	3	of	of	ADP
cana-2686	53	4	the	the	DET
cana-2686	53	5	script	script	NOUN
cana-2686	53	6	>	>	X
cana-2686	53	7	element	element	NOUN
cana-2686	53	8	in	in	ADP
cana-2686	53	9	an	an	DET
cana-2686	53	10	email	email	NOUN
cana-2686	53	11	indicates	indicate	VERB
cana-2686	53	12	that	that	SCONJ
cana-2686	53	13	it	it	PRON
cana-2686	53	14	was	be	AUX
cana-2686	53	15	phished	phishe	VERB
cana-2686	53	16	lately	lately	ADV
cana-2686	53	17	.	.	PUNCT
cana-2686	54	1	the	the	DET
cana-2686	54	2	form	form	NOUN
cana-2686	54	3	's	's	PART
cana-2686	54	4	label	label	NOUN
cana-2686	54	5	is	be	AUX
cana-2686	54	6	:	:	PUNCT
cana-2686	54	7	forms	form	NOUN
cana-2686	54	8	are	be	AUX
cana-2686	54	9	used	use	VERB
cana-2686	54	10	in	in	ADP
cana-2686	54	11	phishing	phishe	VERB
cana-2686	54	12	emails	email	NOUN
cana-2686	54	13	to	to	PART
cana-2686	54	14	acquire	acquire	VERB
cana-2686	54	15	user	user	NOUN
cana-2686	54	16	information	information	NOUN
cana-2686	54	17	.	.	PUNCT
cana-2686	55	1	because	because	SCONJ
cana-2686	55	2	this	this	DET
cana-2686	55	3	feature	feature	NOUN
cana-2686	55	4	is	be	AUX
cana-2686	55	5	binary	binary	ADJ
cana-2686	55	6	,	,	PUNCT
cana-2686	55	7	the	the	DET
cana-2686	55	8	presence	presence	NOUN
cana-2686	55	9	of	of	ADP
cana-2686	55	10	the	the	DET
cana-2686	55	11	form	form	NOUN
cana-2686	55	12	label	label	NOUN
cana-2686	55	13	in	in	ADP
cana-2686	55	14	an	an	DET
cana-2686	55	15	email	email	NOUN
cana-2686	55	16	indicates	indicate	VERB
cana-2686	55	17	that	that	SCONJ
cana-2686	55	18	it	it	PRON
cana-2686	55	19	may	may	AUX
cana-2686	55	20	have	have	AUX
cana-2686	55	21	been	be	AUX
cana-2686	55	22	phished	phishe	VERB
cana-2686	55	23	.	.	PUNCT
cana-2686	56	1	this	this	DET
cana-2686	56	2	attribute	attribute	NOUN
cana-2686	56	3	distinguishes	distinguish	VERB
cana-2686	56	4	it	it	PRON
cana-2686	56	5	in	in	ADP
cana-2686	56	6	its	its	PRON
cana-2686	56	7	very	very	ADV
cana-2686	56	8	right	right	ADJ
cana-2686	56	9	.	.	PUNCT
cana-2686	57	1	the	the	DET
cana-2686	57	2	sender	sender	NOUN
cana-2686	57	3	poses	pose	VERB
cana-2686	57	4	as	as	ADP
cana-2686	57	5	a	a	DET
cana-2686	57	6	member	member	NOUN
cana-2686	57	7	of	of	ADP
cana-2686	57	8	a	a	DET
cana-2686	57	9	legitimate	legitimate	ADJ
cana-2686	57	10	organisation	organisation	NOUN
cana-2686	57	11	,	,	PUNCT
cana-2686	57	12	as	as	SCONJ
cana-2686	57	13	evidenced	evidence	VERB
cana-2686	57	14	by	by	ADP
cana-2686	57	15	the	the	DET
cana-2686	57	16	phrase	phrase	NOUN
cana-2686	57	17	"	"	PUNCT
cana-2686	57	18	paypal	paypal	NOUN
cana-2686	57	19	.	.	PUNCT
cana-2686	57	20	"	"	PUNCT
cana-2686	58	1	the	the	DET
cana-2686	58	2	presence	presence	NOUN
cana-2686	58	3	of	of	ADP
cana-2686	58	4	the	the	DET
cana-2686	58	5	phrase	phrase	NOUN
cana-2686	58	6	"	"	PUNCT
cana-2686	58	7	paypal	paypal	NOUN
cana-2686	58	8	"	"	PUNCT
cana-2686	58	9	in	in	ADP
cana-2686	58	10	the	the	DET
cana-2686	58	11	email	email	NOUN
cana-2686	58	12	's	's	PART
cana-2686	58	13	link	link	NOUN
cana-2686	58	14	or	or	CCONJ
cana-2686	58	15	"	"	PUNCT
cana-2686	58	16	from	from	ADP
cana-2686	58	17	"	"	PUNCT
cana-2686	58	18	section	section	NOUN
cana-2686	58	19	indicates	indicate	VERB
cana-2686	58	20	that	that	SCONJ
cana-2686	58	21	the	the	DET
cana-2686	58	22	sender	sender	NOUN
cana-2686	58	23	is	be	AUX
cana-2686	58	24	affiliated	affiliate	VERB
cana-2686	58	25	with	with	ADP
cana-2686	58	26	paypal	paypal	NOUN
cana-2686	58	27	.	.	PUNCT
cana-2686	59	1	this	this	DET
cana-2686	59	2	characteristic	characteristic	NOUN
cana-2686	59	3	is	be	AUX
cana-2686	59	4	distinctive	distinctive	ADJ
cana-2686	59	5	in	in	ADP
cana-2686	59	6	its	its	PRON
cana-2686	59	7	own	own	ADJ
cana-2686	59	8	way	way	NOUN
cana-2686	59	9	.	.	PUNCT
cana-2686	60	1	the	the	DET
cana-2686	60	2	word	word	NOUN
cana-2686	60	3	"	"	PUNCT
cana-2686	60	4	bank	bank	NOUN
cana-2686	60	5	"	"	PUNCT
cana-2686	60	6	is	be	AUX
cana-2686	60	7	a	a	DET
cana-2686	60	8	binary	binary	ADJ
cana-2686	60	9	indication	indication	NOUN
cana-2686	60	10	that	that	PRON
cana-2686	60	11	indicates	indicate	VERB
cana-2686	60	12	that	that	SCONJ
cana-2686	60	13	the	the	DET
cana-2686	60	14	communication	communication	NOUN
cana-2686	60	15	is	be	AUX
cana-2686	60	16	about	about	ADP
cana-2686	60	17	banking	banking	NOUN
cana-2686	60	18	.	.	PUNCT
cana-2686	61	1	the	the	DET
cana-2686	61	2	sender	sender	NOUN
cana-2686	61	3	is	be	AUX
cana-2686	61	4	either	either	PRON
cana-2686	61	5	claiming	claim	VERB
cana-2686	61	6	to	to	PART
cana-2686	61	7	be	be	AUX
cana-2686	61	8	an	an	DET
cana-2686	61	9	employee	employee	NOUN
cana-2686	61	10	of	of	ADP
cana-2686	61	11	the	the	DET
cana-2686	61	12	financial	financial	ADJ
cana-2686	61	13	company	company	NOUN
cana-2686	61	14	,	,	PUNCT
cana-2686	61	15	or	or	CCONJ
cana-2686	61	16	the	the	DET
cana-2686	61	17	reader	reader	NOUN
cana-2686	61	18	is	be	AUX
cana-2686	61	19	checking	check	VERB
cana-2686	61	20	the	the	DET
cana-2686	61	21	communications	communication	NOUN
cana-2686	61	22	on	on	ADP
cana-2686	61	23	applied	apply	VERB
cana-2686	61	24	nonlinear	nonlinear	ADJ
cana-2686	61	25	analysis	analysis	NOUN
cana-2686	61	26	issn	issn	NOUN
cana-2686	61	27	:	:	PUNCT
cana-2686	61	28	1074	1074	NUM
cana-2686	61	29	-	-	PUNCT
cana-2686	61	30	133x	133x	NUM
cana-2686	61	31	vol	vol	NOUN
cana-2686	61	32	32	32	NUM
cana-2686	61	33	no	no	NOUN
cana-2686	61	34	.	.	PUNCT
cana-2686	62	1	3s	3s	NUM
cana-2686	62	2	(	(	PUNCT
cana-2686	62	3	2025	2025	NUM
cana-2686	62	4	)	)	PUNCT
cana-2686	62	5	482	482	NUM
cana-2686	62	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2686	62	7	sender	sender	NOUN
cana-2686	62	8	's	's	PART
cana-2686	62	9	credentials	credential	NOUN
cana-2686	62	10	.	.	PUNCT
cana-2686	63	1	the	the	DET
cana-2686	63	2	phrase	phrase	NOUN
cana-2686	63	3	account	account	NOUN
cana-2686	63	4	occurs	occur	VERB
cana-2686	63	5	in	in	ADP
cana-2686	63	6	the	the	DET
cana-2686	63	7	email	email	NOUN
cana-2686	63	8	,	,	PUNCT
cana-2686	63	9	implying	imply	VERB
cana-2686	63	10	that	that	SCONJ
cana-2686	63	11	it	it	PRON
cana-2686	63	12	looks	look	VERB
cana-2686	63	13	for	for	ADP
cana-2686	63	14	communications	communication	NOUN
cana-2686	63	15	that	that	PRON
cana-2686	63	16	are	be	AUX
cana-2686	63	17	tied	tie	VERB
cana-2686	63	18	to	to	ADP
cana-2686	63	19	a	a	DET
cana-2686	63	20	record	record	NOUN
cana-2686	63	21	.	.	PUNCT
cana-2686	64	1	it	it	PRON
cana-2686	64	2	might	might	AUX
cana-2686	64	3	be	be	AUX
cana-2686	64	4	an	an	DET
cana-2686	64	5	account	account	NOUN
cana-2686	64	6	at	at	ADP
cana-2686	64	7	the	the	DET
cana-2686	64	8	bank	bank	NOUN
cana-2686	64	9	or	or	CCONJ
cana-2686	64	10	a	a	DET
cana-2686	64	11	social	social	ADJ
cana-2686	64	12	media	medium	NOUN
cana-2686	64	13	account	account	NOUN
cana-2686	64	14	.	.	PUNCT
cana-2686	65	1	advantages	advantage	NOUN
cana-2686	65	2	a	a	DET
cana-2686	65	3	combination	combination	NOUN
cana-2686	65	4	of	of	ADP
cana-2686	65	5	its	its	PRON
cana-2686	65	6	speed	speed	NOUN
cana-2686	65	7	and	and	CCONJ
cana-2686	65	8	accuracy	accuracy	NOUN
cana-2686	65	9	,	,	PUNCT
cana-2686	65	10	svm	svm	PROPN
cana-2686	65	11	,	,	PUNCT
cana-2686	65	12	a	a	DET
cana-2686	65	13	supervised	supervised	ADJ
cana-2686	65	14	technique	technique	NOUN
cana-2686	65	15	,	,	PUNCT
cana-2686	65	16	is	be	AUX
cana-2686	65	17	frequently	frequently	ADV
cana-2686	65	18	employed	employ	VERB
cana-2686	65	19	for	for	ADP
cana-2686	65	20	text	text	NOUN
cana-2686	65	21	categorization	categorization	NOUN
cana-2686	65	22	.	.	PUNCT
cana-2686	66	1	based	base	VERB
cana-2686	66	2	on	on	ADP
cana-2686	66	3	the	the	DET
cana-2686	66	4	initial	initial	ADJ
cana-2686	66	5	data	datum	NOUN
cana-2686	66	6	,	,	PUNCT
cana-2686	66	7	it	it	PRON
cana-2686	66	8	constructs	construct	VERB
cana-2686	66	9	a	a	DET
cana-2686	66	10	hyperplane	hyperplane	NOUN
cana-2686	66	11	,	,	PUNCT
cana-2686	66	12	a	a	DET
cana-2686	66	13	vector	vector	NOUN
cana-2686	66	14	with	with	ADP
cana-2686	66	15	two	two	NUM
cana-2686	66	16	dimensions	dimension	NOUN
cana-2686	66	17	that	that	PRON
cana-2686	66	18	best	well	ADV
cana-2686	66	19	partitions	partition	VERB
cana-2686	66	20	the	the	DET
cana-2686	66	21	categories	category	NOUN
cana-2686	66	22	.	.	PUNCT
cana-2686	67	1	this	this	DET
cana-2686	67	2	hyper_plane	hyper_plane	NOUN
cana-2686	67	3	defines	define	VERB
cana-2686	67	4	the	the	DET
cana-2686	67	5	decision	decision	NOUN
cana-2686	67	6	boundary	boundary	NOUN
cana-2686	67	7	.	.	PUNCT
cana-2686	68	1	the	the	DET
cana-2686	68	2	bayes	bayes	PROPN
cana-2686	68	3	classifier	classifier	NOUN
cana-2686	68	4	that	that	PRON
cana-2686	68	5	is	be	AUX
cana-2686	68	6	naive	naive	ADJ
cana-2686	69	1	[	[	X
cana-2686	69	2	20	20	NUM
cana-2686	69	3	]	]	PUNCT
cana-2686	69	4	is	be	AUX
cana-2686	69	5	a	a	DET
cana-2686	69	6	technique	technique	NOUN
cana-2686	69	7	for	for	ADP
cana-2686	69	8	classifying	classify	VERB
cana-2686	69	9	random	random	ADJ
cana-2686	69	10	sample	sample	NOUN
cana-2686	69	11	data	datum	NOUN
cana-2686	69	12	that	that	PRON
cana-2686	69	13	uses	use	VERB
cana-2686	69	14	the	the	DET
cana-2686	69	15	bayes	bayes	PROPN
cana-2686	69	16	theorem	theorem	VERB
cana-2686	69	17	.	.	PUNCT
cana-2686	70	1	classifiers	classifier	NOUN
cana-2686	70	2	constructed	construct	VERB
cana-2686	70	3	from	from	ADP
cana-2686	70	4	decision	decision	NOUN
cana-2686	70	5	forests	forest	NOUN
cana-2686	70	6	are	be	AUX
cana-2686	70	7	useful	useful	ADJ
cana-2686	70	8	in	in	ADP
cana-2686	70	9	a	a	DET
cana-2686	70	10	variety	variety	NOUN
cana-2686	70	11	of	of	ADP
cana-2686	70	12	scenarios	scenario	NOUN
cana-2686	70	13	.	.	PUNCT
cana-2686	71	1	their	their	PRON
cana-2686	71	2	most	most	ADV
cana-2686	71	3	important	important	ADJ
cana-2686	71	4	aspect	aspect	NOUN
cana-2686	71	5	is	be	AUX
cana-2686	71	6	their	their	PRON
cana-2686	71	7	ability	ability	NOUN
cana-2686	71	8	to	to	PART
cana-2686	71	9	extract	extract	VERB
cana-2686	71	10	descriptive	descriptive	ADJ
cana-2686	71	11	information	information	NOUN
cana-2686	71	12	that	that	PRON
cana-2686	71	13	helps	help	VERB
cana-2686	71	14	make	make	VERB
cana-2686	71	15	decisions	decision	NOUN
cana-2686	71	16	from	from	ADP
cana-2686	71	17	the	the	DET
cana-2686	71	18	data	datum	NOUN
cana-2686	71	19	.	.	PUNCT
cana-2686	72	1	decision	decision	NOUN
cana-2686	72	2	trees	tree	NOUN
cana-2686	72	3	may	may	AUX
cana-2686	72	4	be	be	AUX
cana-2686	72	5	built	build	VERB
cana-2686	72	6	using	use	VERB
cana-2686	72	7	training	training	NOUN
cana-2686	72	8	sets	set	NOUN
cana-2686	72	9	.	.	PUNCT
cana-2686	73	1	the	the	DET
cana-2686	73	2	technique	technique	NOUN
cana-2686	73	3	for	for	ADP
cana-2686	73	4	such	such	ADJ
cana-2686	73	5	generation	generation	NOUN
cana-2686	73	6	is	be	AUX
cana-2686	73	7	as	as	SCONJ
cana-2686	73	8	follows	follow	VERB
cana-2686	73	9	,	,	PUNCT
cana-2686	73	10	based	base	VERB
cana-2686	73	11	on	on	ADP
cana-2686	73	12	a	a	DET
cana-2686	73	13	collection	collection	NOUN
cana-2686	73	14	of	of	ADP
cana-2686	73	15	objects	object	NOUN
cana-2686	73	16	(	(	PUNCT
cana-2686	73	17	s	s	NOUN
cana-2686	73	18	)	)	PUNCT
cana-2686	73	19	,	,	PUNCT
cana-2686	73	20	each	each	PRON
cana-2686	73	21	of	of	ADP
cana-2686	73	22	which	which	PRON
cana-2686	73	23	belongs	belong	VERB
cana-2686	73	24	to	to	ADP
cana-2686	73	25	one	one	NUM
cana-2686	73	26	of	of	ADP
cana-2686	73	27	the	the	DET
cana-2686	73	28	classifications	classification	NOUN
cana-2686	73	29	c1	c1	NOUN
cana-2686	73	30	,	,	PUNCT
cana-2686	73	31	c2	c2	PROPN
cana-2686	73	32	,	,	PUNCT
cana-2686	73	33	...	...	PUNCT
cana-2686	73	34	,	,	PUNCT
cana-2686	73	35	ck	ck	ADJ
cana-2686	73	36	:	:	PUNCT
cana-2686	73	37	step	step	NOUN
cana-2686	73	38	1	1	NUM
cana-2686	73	39	:	:	PUNCT
cana-2686	73	40	this	this	DET
cana-2686	73	41	class	class	NOUN
cana-2686	73	42	is	be	AUX
cana-2686	73	43	designated	designate	VERB
cana-2686	73	44	on	on	ADP
cana-2686	73	45	a	a	DET
cana-2686	73	46	leaf	leaf	NOUN
cana-2686	73	47	of	of	ADP
cana-2686	73	48	the	the	DET
cana-2686	73	49	s	s	NOUN
cana-2686	73	50	decision	decision	NOUN
cana-2686	73	51	tree	tree	NOUN
cana-2686	73	52	.	.	PUNCT
cana-2686	74	1	step	step	NOUN
cana-2686	74	2	2	2	NUM
cana-2686	74	3	:	:	PUNCT
cana-2686	74	4	the	the	DET
cana-2686	74	5	second	second	ADJ
cana-2686	74	6	step	step	NOUN
cana-2686	74	7	occurs	occur	VERB
cana-2686	74	8	if	if	SCONJ
cana-2686	74	9	all	all	PRON
cana-2686	74	10	of	of	ADP
cana-2686	74	11	the	the	DET
cana-2686	74	12	elements	element	NOUN
cana-2686	74	13	in	in	ADP
cana-2686	74	14	s	s	PRON
cana-2686	74	15	belong	belong	VERB
cana-2686	74	16	to	to	ADP
cana-2686	74	17	the	the	DET
cana-2686	74	18	same	same	ADJ
cana-2686	74	19	class	class	NOUN
cana-2686	74	20	,	,	PUNCT
cana-2686	74	21	such	such	ADJ
cana-2686	74	22	as	as	ADP
cana-2686	74	23	ci	ci	PROPN
cana-2686	74	24	.	.	PROPN
cana-2686	74	25	step	step	NOUN
cana-2686	74	26	3	3	NUM
cana-2686	74	27	:	:	PUNCT
cana-2686	74	28	imagine	imagine	VERB
cana-2686	74	29	t	t	PROPN
cana-2686	74	30	to	to	PART
cana-2686	74	31	be	be	AUX
cana-2686	74	32	an	an	DET
cana-2686	74	33	experiment	experiment	NOUN
cana-2686	74	34	with	with	ADP
cana-2686	74	35	three	three	NUM
cana-2686	74	36	possible	possible	ADJ
cana-2686	74	37	outcomes	outcome	NOUN
cana-2686	74	38	:	:	PUNCT
cana-2686	74	39	o1	o1	NOUN
cana-2686	74	40	,	,	PUNCT
cana-2686	74	41	o2	o2	PROPN
cana-2686	74	42	,	,	PUNCT
cana-2686	74	43	and	and	CCONJ
cana-2686	74	44	on	on	ADV
cana-2686	74	45	.	.	PUNCT
cana-2686	75	1	the	the	DET
cana-2686	75	2	experiment	experiment	NOUN
cana-2686	75	3	divides	divide	VERB
cana-2686	75	4	s	s	PRON
cana-2686	75	5	into	into	ADP
cana-2686	75	6	subgroups	subgroup	NOUN
cana-2686	75	7	s1	s1	PROPN
cana-2686	75	8	,	,	PUNCT
cana-2686	75	9	s2	s2	PROPN
cana-2686	75	10	,	,	PUNCT
cana-2686	75	11	...	...	PUNCT
cana-2686	76	1	sn	sn	PROPN
cana-2686	76	2	,	,	PUNCT
cana-2686	76	3	which	which	PRON
cana-2686	76	4	have	have	VERB
cana-2686	76	5	an	an	DET
cana-2686	76	6	oi	oi	NOUN
cana-2686	76	7	for	for	ADP
cana-2686	76	8	t	t	PROPN
cana-2686	76	9	outcome	outcome	NOUN
cana-2686	76	10	for	for	ADP
cana-2686	76	11	each	each	DET
cana-2686	76	12	item	item	NOUN
cana-2686	76	13	in	in	ADP
cana-2686	76	14	si	si	PROPN
cana-2686	76	15	.	.	PROPN
cana-2686	76	16	t	t	PROPN
cana-2686	76	17	becomes	become	VERB
cana-2686	76	18	the	the	DET
cana-2686	76	19	root	root	NOUN
cana-2686	76	20	of	of	ADP
cana-2686	76	21	the	the	DET
cana-2686	76	22	decision	decision	NOUN
cana-2686	76	23	tree	tree	NOUN
cana-2686	76	24	,	,	PUNCT
cana-2686	76	25	and	and	CCONJ
cana-2686	76	26	the	the	DET
cana-2686	76	27	technique	technique	NOUN
cana-2686	76	28	is	be	AUX
cana-2686	76	29	repeated	repeat	VERB
cana-2686	76	30	on	on	ADP
cana-2686	76	31	the	the	DET
cana-2686	76	32	set	set	NOUN
cana-2686	76	33	si	si	NOUN
cana-2686	76	34	to	to	PART
cana-2686	76	35	produce	produce	VERB
cana-2686	76	36	a	a	DET
cana-2686	76	37	subsidiary	subsidiary	ADJ
cana-2686	76	38	decision	decision	NOUN
cana-2686	76	39	structure	structure	NOUN
cana-2686	76	40	for	for	ADP
cana-2686	76	41	each	each	DET
cana-2686	76	42	outcome	outcome	NOUN
cana-2686	76	43	oi	oi	INTJ
cana-2686	76	44	.	.	PUNCT
cana-2686	76	45	gradient	gradient	NOUN
cana-2686	76	46	boosting	boost	VERB
cana-2686	76	47	is	be	AUX
cana-2686	76	48	a	a	DET
cana-2686	76	49	machine	machine	NOUN
cana-2686	76	50	learning	learn	VERB
cana-2686	76	51	approach	approach	NOUN
cana-2686	76	52	that	that	PRON
cana-2686	76	53	is	be	AUX
cana-2686	76	54	utilised	utilise	VERB
cana-2686	76	55	in	in	ADP
cana-2686	76	56	regression	regression	NOUN
cana-2686	76	57	and	and	CCONJ
cana-2686	76	58	classification	classification	NOUN
cana-2686	76	59	applications	application	NOUN
cana-2686	76	60	,	,	PUNCT
cana-2686	76	61	among	among	ADP
cana-2686	76	62	other	other	ADJ
cana-2686	76	63	things	thing	NOUN
cana-2686	76	64	.	.	PUNCT
cana-2686	77	1	a	a	DET
cana-2686	77	2	gradient	gradient	NOUN
cana-2686	77	3	-	-	PUNCT
cana-2686	77	4	boosted	boost	VERB
cana-2686	77	5	trees	tree	NOUN
cana-2686	77	6	model	model	NOUN
cana-2686	77	7	is	be	AUX
cana-2686	77	8	built	build	VERB
cana-2686	77	9	in	in	ADP
cana-2686	77	10	stages	stage	NOUN
cana-2686	77	11	,	,	PUNCT
cana-2686	77	12	similar	similar	ADJ
cana-2686	77	13	to	to	ADP
cana-2686	77	14	previous	previous	ADJ
cana-2686	77	15	boosting	boost	VERB
cana-2686	77	16	approaches	approach	NOUN
cana-2686	77	17	,	,	PUNCT
cana-2686	77	18	but	but	CCONJ
cana-2686	77	19	it	it	PRON
cana-2686	77	20	extends	extend	VERB
cana-2686	77	21	these	these	DET
cana-2686	77	22	techniques	technique	NOUN
cana-2686	77	23	by	by	ADP
cana-2686	77	24	enabling	enable	VERB
cana-2686	77	25	optimisation	optimisation	NOUN
cana-2686	77	26	of	of	ADP
cana-2686	77	27	any	any	DET
cana-2686	77	28	loss	loss	NOUN
cana-2686	77	29	function	function	NOUN
cana-2686	77	30	that	that	PRON
cana-2686	77	31	is	be	AUX
cana-2686	77	32	differentiable	differentiable	ADJ
cana-2686	77	33	.	.	PUNCT
cana-2686	78	1	when	when	SCONJ
cana-2686	78	2	we	we	PRON
cana-2686	78	3	have	have	VERB
cana-2686	78	4	fresh	fresh	ADJ
cana-2686	78	5	data	datum	NOUN
cana-2686	78	6	to	to	PART
cana-2686	78	7	categorise	categorise	VERB
cana-2686	78	8	,	,	PUNCT
cana-2686	78	9	we	we	PRON
cana-2686	78	10	use	use	VERB
cana-2686	78	11	the	the	DET
cana-2686	78	12	training	training	NOUN
cana-2686	78	13	dataset	dataset	VERB
cana-2686	78	14	to	to	PART
cana-2686	78	15	discover	discover	VERB
cana-2686	78	16	its	its	PRON
cana-2686	78	17	k	k	NOUN
cana-2686	78	18	-	-	PUNCT
cana-2686	78	19	nearest	near	ADJ
cana-2686	78	20	neighbours	neighbour	NOUN
cana-2686	78	21	.	.	PUNCT
cana-2686	79	1	discriminant	discriminant	ADJ
cana-2686	79	2	evaluation	evaluation	NOUN
cana-2686	79	3	and	and	CCONJ
cana-2686	79	4	logistic	logistic	ADJ
cana-2686	79	5	regression	regression	NOUN
cana-2686	79	6	are	be	AUX
cana-2686	79	7	direct	direct	ADJ
cana-2686	79	8	competitors	competitor	NOUN
cana-2686	79	9	in	in	ADP
cana-2686	79	10	categorical	categorical	ADJ
cana-2686	79	11	-	-	PUNCT
cana-2686	79	12	response	response	NOUN
cana-2686	79	13	variable	variable	ADJ
cana-2686	79	14	analysis	analysis	NOUN
cana-2686	79	15	.	.	PUNCT
cana-2686	80	1	many	many	ADJ
cana-2686	80	2	statisticians	statistician	NOUN
cana-2686	80	3	believe	believe	VERB
cana-2686	80	4	that	that	SCONJ
cana-2686	80	5	logistic	logistic	ADJ
cana-2686	80	6	regression	regression	NOUN
cana-2686	80	7	(	(	PUNCT
cana-2686	80	8	lr	lr	NOUN
cana-2686	80	9	)	)	PUNCT
cana-2686	80	10	is	be	AUX
cana-2686	80	11	more	more	ADV
cana-2686	80	12	adaptable	adaptable	ADJ
cana-2686	80	13	and	and	CCONJ
cana-2686	80	14	appropriate	appropriate	ADJ
cana-2686	80	15	for	for	ADP
cana-2686	80	16	simulating	simulate	VERB
cana-2686	80	17	the	the	DET
cana-2686	80	18	majority	majority	NOUN
cana-2686	80	19	of	of	ADP
cana-2686	80	20	scenarios	scenario	NOUN
cana-2686	80	21	than	than	ADP
cana-2686	80	22	a	a	DET
cana-2686	80	23	discriminant	discriminant	NOUN
cana-2686	80	24	analysis	analysis	NOUN
cana-2686	80	25	logistic	logistic	ADJ
cana-2686	80	26	regression	regression	NOUN
cana-2686	80	27	,	,	PUNCT
cana-2686	80	28	unlike	unlike	SCONJ
cana-2686	80	29	a	a	DET
cana-2686	80	30	discriminant	discriminant	ADJ
cana-2686	80	31	analysis	analysis	NOUN
cana-2686	80	32	does	do	AUX
cana-2686	80	33	not	not	PART
cana-2686	80	34	require	require	VERB
cana-2686	80	35	that	that	SCONJ
cana-2686	80	36	the	the	DET
cana-2686	80	37	independent	independent	ADJ
cana-2686	80	38	components	component	NOUN
cana-2686	80	39	be	be	AUX
cana-2686	80	40	normally	normally	ADV
cana-2686	80	41	distributed	distribute	VERB
cana-2686	80	42	.	.	PUNCT
cana-2686	81	1	on	on	ADP
cana-2686	81	2	both	both	PRON
cana-2686	81	3	category	category	NOUN
cana-2686	81	4	and	and	CCONJ
cana-2686	81	5	numerical	numerical	ADJ
cana-2686	81	6	variables	variable	NOUN
cana-2686	81	7	that	that	PRON
cana-2686	81	8	are	be	AUX
cana-2686	81	9	independent	independent	ADJ
cana-2686	81	10	,	,	PUNCT
cana-2686	81	11	this	this	DET
cana-2686	81	12	software	software	NOUN
cana-2686	81	13	computes	compute	VERB
cana-2686	81	14	multinomial	multinomial	ADJ
cana-2686	81	15	the	the	DET
cana-2686	81	16	logistic	logistic	ADJ
cana-2686	81	17	regression	regression	NOUN
cana-2686	81	18	method	method	NOUN
cana-2686	81	19	including	include	VERB
cana-2686	81	20	binary	binary	ADJ
cana-2686	81	21	logistic	logistic	ADJ
cana-2686	81	22	regression	regression	NOUN
cana-2686	81	23	.	.	PUNCT
cana-2686	82	1	the	the	DET
cana-2686	82	2	following	follow	VERB
cana-2686	82	3	topics	topic	NOUN
cana-2686	82	4	are	be	AUX
cana-2686	82	5	covered	cover	VERB
cana-2686	82	6	in	in	ADP
cana-2686	82	7	this	this	DET
cana-2686	82	8	paper	paper	NOUN
cana-2686	82	9	:	:	PUNCT
cana-2686	82	10	goodness	goodness	NOUN
cana-2686	82	11	of	of	ADP
cana-2686	82	12	fit	fit	PROPN
cana-2686	82	13	,	,	PUNCT
cana-2686	82	14	probability	probability	NOUN
cana-2686	82	15	ratios	ratio	NOUN
cana-2686	82	16	,	,	PUNCT
cana-2686	82	17	confidence	confidence	NOUN
cana-2686	82	18	limits	limit	NOUN
cana-2686	82	19	,	,	PUNCT
cana-2686	82	20	probability	probability	NOUN
cana-2686	82	21	,	,	PUNCT
cana-2686	82	22	and	and	CCONJ
cana-2686	82	23	variance	variance	NOUN
cana-2686	82	24	.	.	PUNCT
cana-2686	83	1	its	its	PRON
cana-2686	83	2	comprehensive	comprehensive	ADJ
cana-2686	83	3	residual	residual	ADJ
cana-2686	83	4	analysis	analysis	NOUN
cana-2686	83	5	contains	contain	VERB
cana-2686	83	6	diagnostic	diagnostic	ADJ
cana-2686	83	7	residual	residual	ADJ
cana-2686	83	8	summaries	summary	NOUN
cana-2686	83	9	and	and	CCONJ
cana-2686	83	10	graphs	graph	NOUN
cana-2686	83	11	.	.	PUNCT
cana-2686	84	1	bayesian	bayesian	NOUN
cana-2686	84	2	methods	method	NOUN
cana-2686	84	3	of	of	ADP
cana-2686	84	4	inference	inference	NOUN
cana-2686	84	5	the	the	DET
cana-2686	84	6	naive	naive	ADJ
cana-2686	84	7	bayes	bayes	NOUN
cana-2686	84	8	technique	technique	NOUN
cana-2686	84	9	is	be	AUX
cana-2686	84	10	a	a	DET
cana-2686	84	11	supervised	supervised	ADJ
cana-2686	84	12	learning	learning	NOUN
cana-2686	84	13	strategy	strategy	NOUN
cana-2686	84	14	that	that	PRON
cana-2686	84	15	is	be	AUX
cana-2686	84	16	based	base	VERB
cana-2686	84	17	on	on	ADP
cana-2686	84	18	a	a	DET
cana-2686	84	19	simple	simple	ADJ
cana-2686	84	20	hypothesis	hypothesis	NOUN
cana-2686	84	21	:	:	PUNCT
cana-2686	84	22	however	however	ADV
cana-2686	84	23	,	,	PUNCT
cana-2686	84	24	the	the	DET
cana-2686	84	25	ultimate	ultimate	ADJ
cana-2686	84	26	consumers	consumer	NOUN
cana-2686	84	27	do	do	AUX
cana-2686	84	28	not	not	PART
cana-2686	84	29	obtain	obtain	VERB
cana-2686	84	30	an	an	DET
cana-2686	84	31	easy	easy	ADJ
cana-2686	84	32	-	-	PUNCT
cana-2686	84	33	to	to	PART
cana-2686	84	34	-	-	PUNCT
cana-2686	84	35	understand	understand	VERB
cana-2686	84	36	and	and	CCONJ
cana-2686	84	37	use	use	VERB
cana-2686	84	38	model	model	NOUN
cana-2686	84	39	,	,	PUNCT
cana-2686	84	40	and	and	CCONJ
cana-2686	84	41	they	they	PRON
cana-2686	84	42	are	be	AUX
cana-2686	84	43	ignorant	ignorant	ADJ
cana-2686	84	44	of	of	ADP
cana-2686	84	45	the	the	DET
cana-2686	84	46	technique	technique	NOUN
cana-2686	84	47	's	's	PART
cana-2686	84	48	worth	worth	NOUN
cana-2686	84	49	.	.	PUNCT
cana-2686	85	1	as	as	ADP
cana-2686	85	2	a	a	DET
cana-2686	85	3	result	result	NOUN
cana-2686	85	4	,	,	PUNCT
cana-2686	85	5	we	we	PRON
cana-2686	85	6	display	display	VERB
cana-2686	85	7	the	the	DET
cana-2686	85	8	learning	learning	NOUN
cana-2686	85	9	process	process	NOUN
cana-2686	85	10	's	's	PART
cana-2686	85	11	outputs	output	NOUN
cana-2686	85	12	in	in	ADP
cana-2686	85	13	a	a	DET
cana-2686	85	14	creative	creative	ADJ
cana-2686	85	15	way	way	NOUN
cana-2686	85	16	.	.	PUNCT
cana-2686	86	1	the	the	DET
cana-2686	86	2	implementation	implementation	NOUN
cana-2686	86	3	of	of	ADP
cana-2686	86	4	the	the	DET
cana-2686	86	5	classifier	classifier	NOUN
cana-2686	86	6	is	be	AUX
cana-2686	86	7	also	also	ADV
cana-2686	86	8	simplified	simplify	VERB
cana-2686	86	9	and	and	CCONJ
cana-2686	86	10	made	make	VERB
cana-2686	86	11	more	more	ADV
cana-2686	86	12	comprehensible	comprehensible	ADJ
cana-2686	86	13	.	.	PUNCT
cana-2686	87	1	the	the	DET
cana-2686	87	2	naive	naive	ADJ
cana-2686	87	3	bayes	bayes	NOUN
cana-2686	87	4	classification	classification	NOUN
cana-2686	87	5	system	system	NOUN
cana-2686	87	6	is	be	AUX
cana-2686	87	7	discussed	discuss	VERB
cana-2686	87	8	theoretically	theoretically	ADV
cana-2686	87	9	in	in	ADP
cana-2686	87	10	the	the	DET
cana-2686	87	11	first	first	ADJ
cana-2686	87	12	portion	portion	NOUN
cana-2686	87	13	of	of	ADP
cana-2686	87	14	this	this	DET
cana-2686	87	15	lesson	lesson	NOUN
cana-2686	87	16	.	.	PUNCT
cana-2686	88	1	at	at	ADP
cana-2686	88	2	that	that	DET
cana-2686	88	3	stage	stage	NOUN
cana-2686	88	4	,	,	PUNCT
cana-2686	88	5	the	the	DET
cana-2686	88	6	algorithm	algorithm	NOUN
cana-2686	88	7	is	be	AUX
cana-2686	88	8	applied	apply	VERB
cana-2686	88	9	to	to	ADP
cana-2686	88	10	a	a	DET
cana-2686	88	11	dataset	dataset	NOUN
cana-2686	88	12	using	use	VERB
cana-2686	88	13	tanagra	tanagra	NOUN
cana-2686	88	14	.	.	PUNCT
cana-2686	89	1	the	the	DET
cana-2686	89	2	model	model	NOUN
cana-2686	89	3	's	's	PART
cana-2686	89	4	parameters	parameter	NOUN
cana-2686	89	5	or	or	CCONJ
cana-2686	89	6	results	result	NOUN
cana-2686	89	7	are	be	AUX
cana-2686	89	8	contrasted	contrast	VERB
cana-2686	89	9	to	to	ADP
cana-2686	89	10	those	those	PRON
cana-2686	89	11	of	of	ADP
cana-2686	89	12	other	other	ADJ
cana-2686	89	13	linear	linear	ADJ
cana-2686	89	14	techniques	technique	NOUN
cana-2686	89	15	.	.	PUNCT
cana-2686	90	1	according	accord	VERB
cana-2686	90	2	to	to	ADP
cana-2686	90	3	the	the	DET
cana-2686	90	4	results	result	NOUN
cana-2686	90	5	,	,	PUNCT
cana-2686	90	6	they	they	PRON
cana-2686	90	7	are	be	AUX
cana-2686	90	8	remarkably	remarkably	ADV
cana-2686	90	9	consistent	consistent	ADJ
cana-2686	90	10	.	.	PUNCT
cana-2686	91	1	this	this	PRON
cana-2686	91	2	explains	explain	VERB
cana-2686	91	3	a	a	DET
cana-2686	91	4	substantial	substantial	ADJ
cana-2686	91	5	part	part	NOUN
cana-2686	91	6	of	of	ADP
cana-2686	91	7	the	the	DET
cana-2686	91	8	method	method	NOUN
cana-2686	91	9	's	's	PART
cana-2686	91	10	greater	great	ADJ
cana-2686	91	11	success	success	NOUN
cana-2686	91	12	in	in	ADP
cana-2686	91	13	contrast	contrast	NOUN
cana-2686	91	14	to	to	ADP
cana-2686	91	15	others	other	NOUN
cana-2686	91	16	.	.	PUNCT
cana-2686	92	1	communications	communication	NOUN
cana-2686	92	2	on	on	ADP
cana-2686	92	3	applied	apply	VERB
cana-2686	92	4	nonlinear	nonlinear	ADJ
cana-2686	92	5	analysis	analysis	NOUN
cana-2686	92	6	issn	issn	NOUN
cana-2686	92	7	:	:	PUNCT
cana-2686	92	8	1074	1074	NUM
cana-2686	92	9	-	-	PUNCT
cana-2686	92	10	133x	133x	NUM
cana-2686	92	11	vol	vol	NOUN
cana-2686	92	12	32	32	NUM
cana-2686	92	13	no	no	NOUN
cana-2686	92	14	.	.	PUNCT
cana-2686	93	1	3s	3s	NUM
cana-2686	93	2	(	(	PUNCT
cana-2686	93	3	2025	2025	NUM
cana-2686	93	4	)	)	PUNCT
cana-2686	93	5	483	483	NUM
cana-2686	93	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2686	93	7	their	their	PRON
cana-2686	93	8	performance	performance	NOUN
cana-2686	93	9	,	,	PUNCT
cana-2686	93	10	on	on	ADP
cana-2686	93	11	the	the	DET
cana-2686	93	12	other	other	ADJ
cana-2686	93	13	hand	hand	NOUN
cana-2686	93	14	,	,	PUNCT
cana-2686	93	15	may	may	AUX
cana-2686	93	16	be	be	AUX
cana-2686	93	17	modified	modify	VERB
cana-2686	93	18	by	by	ADP
cana-2686	93	19	data	datum	NOUN
cana-2686	93	20	attributes	attribute	NOUN
cana-2686	93	21	.	.	PUNCT
cana-2686	94	1	minitab	minitab	PROPN
cana-2686	94	2	,	,	PUNCT
cana-2686	94	3	inc	inc	PROPN
cana-2686	94	4	.	.	PROPN
cana-2686	94	5	holds	hold	VERB
cana-2686	94	6	the	the	DET
cana-2686	94	7	add	add	VERB
cana-2686	94	8	-	-	PUNCT
cana-2686	94	9	on	on	ADP
cana-2686	94	10	,	,	PUNCT
cana-2686	94	11	which	which	PRON
cana-2686	94	12	received	receive	VERB
cana-2686	94	13	trademark	trademark	NOUN
cana-2686	94	14	protection	protection	NOUN
cana-2686	94	15	in	in	ADP
cana-2686	94	16	2006	2006	NUM
cana-2686	94	17	.	.	PUNCT
cana-2686	95	1	businesses	business	NOUN
cana-2686	95	2	commonly	commonly	ADV
cana-2686	95	3	utilise	utilise	VERB
cana-2686	95	4	random	random	ADJ
cana-2686	95	5	forests	forest	NOUN
cana-2686	95	6	,	,	PUNCT
cana-2686	95	7	sometimes	sometimes	ADV
cana-2686	95	8	known	know	VERB
cana-2686	95	9	as	as	ADP
cana-2686	95	10	"	"	PUNCT
cana-2686	95	11	blackbox	blackbox	X
cana-2686	95	12	"	"	PUNCT
cana-2686	95	13	models	model	NOUN
cana-2686	95	14	,	,	PUNCT
cana-2686	95	15	due	due	ADP
cana-2686	95	16	to	to	ADP
cana-2686	95	17	their	their	PRON
cana-2686	95	18	ease	ease	NOUN
cana-2686	95	19	of	of	ADP
cana-2686	95	20	producing	produce	VERB
cana-2686	95	21	solid	solid	ADJ
cana-2686	95	22	forecasts	forecast	NOUN
cana-2686	95	23	across	across	ADP
cana-2686	95	24	a	a	DET
cana-2686	95	25	wide	wide	ADJ
cana-2686	95	26	range	range	NOUN
cana-2686	95	27	of	of	ADP
cana-2686	95	28	variables	variable	NOUN
cana-2686	95	29	.	.	PUNCT
cana-2686	96	1	svm	svm	PROPN
cana-2686	96	2	using	use	VERB
cana-2686	96	3	an	an	DET
cana-2686	96	4	autonomous	autonomous	ADJ
cana-2686	96	5	and	and	CCONJ
cana-2686	96	6	equally	equally	ADV
cana-2686	96	7	distributed	distribute	VERB
cana-2686	96	8	training	training	NOUN
cana-2686	96	9	dataset	dataset	NOUN
cana-2686	96	10	,	,	PUNCT
cana-2686	96	11	discriminant	discriminant	ADJ
cana-2686	96	12	machine	machine	NOUN
cana-2686	96	13	learning	learning	NOUN
cana-2686	96	14	(	(	PUNCT
cana-2686	96	15	svm	svm	PROPN
cana-2686	96	16	)	)	PUNCT
cana-2686	96	17	.	.	PUNCT
cana-2686	97	1	when	when	SCONJ
cana-2686	97	2	outlier	outlier	NOUN
cana-2686	97	3	identification	identification	NOUN
cana-2686	97	4	is	be	AUX
cana-2686	97	5	necessary	necessary	ADJ
cana-2686	97	6	,	,	PUNCT
cana-2686	97	7	discriminant	discriminant	ADJ
cana-2686	97	8	strategies	strategy	NOUN
cana-2686	97	9	are	be	AUX
cana-2686	97	10	less	less	ADV
cana-2686	97	11	powerful	powerful	ADJ
cana-2686	97	12	than	than	ADP
cana-2686	97	13	generator	generator	NOUN
cana-2686	97	14	methods	method	NOUN
cana-2686	97	15	,	,	PUNCT
cana-2686	97	16	which	which	PRON
cana-2686	97	17	are	be	AUX
cana-2686	97	18	frequently	frequently	ADV
cana-2686	97	19	used	use	VERB
cana-2686	97	20	in	in	ADP
cana-2686	97	21	prediction	prediction	NOUN
cana-2686	97	22	.	.	PUNCT
cana-2686	98	1	they	they	PRON
cana-2686	98	2	also	also	ADV
cana-2686	98	3	necessitate	necessitate	VERB
cana-2686	98	4	a	a	DET
cana-2686	98	5	little	little	ADJ
cana-2686	98	6	amount	amount	NOUN
cana-2686	98	7	of	of	ADP
cana-2686	98	8	computing	compute	VERB
cana-2686	98	9	power	power	NOUN
cana-2686	98	10	and	and	CCONJ
cana-2686	98	11	training	training	NOUN
cana-2686	98	12	data	datum	NOUN
cana-2686	98	13	,	,	PUNCT
cana-2686	98	14	especially	especially	ADV
cana-2686	98	15	when	when	SCONJ
cana-2686	98	16	only	only	ADV
cana-2686	98	17	the	the	DET
cana-2686	98	18	posterior	posterior	ADJ
cana-2686	98	19	probabilities	probability	NOUN
cana-2686	98	20	in	in	ADP
cana-2686	98	21	a	a	DET
cana-2686	98	22	multivariate	multivariate	NOUN
cana-2686	98	23	feature	feature	NOUN
cana-2686	98	24	space	space	NOUN
cana-2686	98	25	are	be	AUX
cana-2686	98	26	required	require	VERB
cana-2686	99	1	[	[	X
cana-2686	99	2	16	16	NUM
cana-2686	99	3	]	]	PUNCT
cana-2686	99	4	.	.	PUNCT
cana-2686	100	1	svm	svm	PROPN
cana-2686	100	2	is	be	AUX
cana-2686	100	3	a	a	DET
cana-2686	100	4	discriminant	discriminant	ADJ
cana-2686	100	5	technique	technique	NOUN
cana-2686	100	6	that	that	SCONJ
cana-2686	100	7	,	,	PUNCT
cana-2686	100	8	unlike	unlike	ADP
cana-2686	100	9	biological	biological	ADJ
cana-2686	100	10	algorithms	algorithm	NOUN
cana-2686	100	11	,	,	PUNCT
cana-2686	100	12	referred	refer	VERB
cana-2686	100	13	to	to	ADP
cana-2686	100	14	as	as	ADP
cana-2686	100	15	gas	gas	NOUN
cana-2686	100	16	or	or	CCONJ
cana-2686	100	17	perceptrons	perceptron	NOUN
cana-2686	100	18	,	,	PUNCT
cana-2686	100	19	which	which	PRON
cana-2686	100	20	are	be	AUX
cana-2686	100	21	both	both	PRON
cana-2686	100	22	often	often	ADV
cana-2686	100	23	employed	employ	VERB
cana-2686	100	24	in	in	ADP
cana-2686	100	25	machine	machine	NOUN
cana-2686	100	26	learning	learning	NOUN
cana-2686	100	27	methods	method	NOUN
cana-2686	100	28	for	for	ADP
cana-2686	100	29	categorization	categorization	NOUN
cana-2686	100	30	.	.	PUNCT
cana-2686	101	1	training	training	NOUN
cana-2686	101	2	,	,	PUNCT
cana-2686	101	3	on	on	ADP
cana-2686	101	4	the	the	DET
cana-2686	101	5	flip	flip	ADJ
cana-2686	101	6	hand	hand	NOUN
cana-2686	101	7	,	,	PUNCT
cana-2686	101	8	generates	generate	VERB
cana-2686	101	9	distinct	distinct	ADJ
cana-2686	101	10	perceptron	perceptron	PROPN
cana-2686	101	11	is	be	AUX
cana-2686	101	12	and	and	CCONJ
cana-2686	101	13	ga	ga	PROPN
cana-2686	101	14	algorithm	algorithm	NOUN
cana-2686	101	15	choices	choice	NOUN
cana-2686	101	16	at	at	ADP
cana-2686	101	17	each	each	DET
cana-2686	101	18	training	training	NOUN
cana-2686	101	19	start	start	NOUN
cana-2686	101	20	.	.	PUNCT
cana-2686	102	1	some	some	DET
cana-2686	102	2	hyperplanes	hyperplane	NOUN
cana-2686	102	3	will	will	AUX
cana-2686	102	4	fulfil	fulfil	VERB
cana-2686	102	5	this	this	DET
cana-2686	102	6	condition	condition	NOUN
cana-2686	102	7	since	since	SCONJ
cana-2686	102	8	gas	gas	NOUN
cana-2686	102	9	or	or	CCONJ
cana-2686	102	10	perceptrons	perceptron	NOUN
cana-2686	102	11	simply	simply	ADV
cana-2686	102	12	strive	strive	VERB
cana-2686	102	13	to	to	PART
cana-2686	102	14	minimise	minimise	VERB
cana-2686	102	15	error	error	NOUN
cana-2686	102	16	during	during	ADP
cana-2686	102	17	training	training	NOUN
cana-2686	102	18	.	.	PUNCT
cana-2686	103	1	results	result	NOUN
cana-2686	103	2	and	and	CCONJ
cana-2686	103	3	discussion	discussion	NOUN
cana-2686	103	4	service	service	NOUN
cana-2686	103	5	provider	provider	NOUN
cana-2686	103	6	the	the	DET
cana-2686	103	7	service	service	NOUN
cana-2686	103	8	provider	provider	NOUN
cana-2686	103	9	must	must	AUX
cana-2686	103	10	login	login	VERB
cana-2686	103	11	to	to	ADP
cana-2686	103	12	this	this	DET
cana-2686	103	13	module	module	NOUN
cana-2686	103	14	using	use	VERB
cana-2686	103	15	a	a	DET
cana-2686	103	16	valid	valid	ADJ
cana-2686	103	17	password	password	NOUN
cana-2686	103	18	and	and	CCONJ
cana-2686	103	19	user	user	NOUN
cana-2686	103	20	name	name	NOUN
cana-2686	103	21	.	.	PUNCT
cana-2686	104	1	he	he	PRON
cana-2686	104	2	can	can	AUX
cana-2686	104	3	do	do	VERB
cana-2686	104	4	various	various	ADJ
cana-2686	104	5	actions	action	NOUN
cana-2686	104	6	after	after	ADP
cana-2686	104	7	successfully	successfully	ADV
cana-2686	104	8	logging	log	VERB
cana-2686	104	9	in	in	ADP
cana-2686	104	10	,	,	PUNCT
cana-2686	104	11	such	such	ADJ
cana-2686	104	12	as	as	ADP
cana-2686	104	13	login	login	NOUN
cana-2686	104	14	,	,	PUNCT
cana-2686	104	15	look	look	VERB
cana-2686	104	16	through	through	ADP
cana-2686	104	17	e	e	NOUN
cana-2686	104	18	-	-	NOUN
cana-2686	104	19	mail	mail	NOUN
cana-2686	104	20	data	datum	NOUN
cana-2686	104	21	sets	set	NOUN
cana-2686	104	22	and	and	CCONJ
cana-2686	104	23	learn	learn	VERB
cana-2686	104	24	&	&	CCONJ
cana-2686	104	25	test	test	VERB
cana-2686	104	26	.	.	PUNCT
cana-2686	105	1	view	view	NOUN
cana-2686	105	2	predicted	predict	VERB
cana-2686	105	3	e	e	NOUN
cana-2686	105	4	mail	mail	NOUN
cana-2686	105	5	phish	phish	NOUN
cana-2686	105	6	detection	detection	NOUN
cana-2686	105	7	type	type	NOUN
cana-2686	105	8	,	,	PUNCT
cana-2686	105	9	find	find	VERB
cana-2686	105	10	e	e	NOUN
cana-2686	105	11	email	email	NOUN
cana-2686	105	12	phish	phish	NOUN
cana-2686	105	13	detect	detect	NOUN
cana-2686	105	14	type	type	NOUN
cana-2686	105	15	ratio	ratio	NOUN
cana-2686	105	16	,	,	PUNCT
cana-2686	105	17	download	download	NOUN
cana-2686	105	18	expected	expect	VERB
cana-2686	105	19	data	datum	NOUN
cana-2686	105	20	establishes	establish	VERB
cana-2686	105	21	,	,	PUNCT
cana-2686	105	22	view	view	NOUN
cana-2686	105	23	e	e	NOUN
cana-2686	105	24	mail	mail	NOUN
cana-2686	105	25	phishing	phishe	VERB
cana-2686	105	26	recognition	recognition	NOUN
cana-2686	105	27	ratio	ratio	NOUN
cana-2686	105	28	results	result	NOUN
cana-2686	105	29	,	,	PUNCT
cana-2686	105	30	browse	browse	VERB
cana-2686	105	31	all	all	DET
cana-2686	105	32	remote	remote	ADJ
cana-2686	105	33	users	user	NOUN
cana-2686	105	34	.	.	PUNCT
cana-2686	106	1	examine	examine	VERB
cana-2686	106	2	and	and	CCONJ
cana-2686	106	3	approve	approve	VERB
cana-2686	106	4	users	user	NOUN
cana-2686	106	5	the	the	DET
cana-2686	106	6	administrator	administrator	NOUN
cana-2686	106	7	has	have	VERB
cana-2686	106	8	the	the	DET
cana-2686	106	9	ability	ability	NOUN
cana-2686	106	10	to	to	PART
cana-2686	106	11	access	access	VERB
cana-2686	106	12	a	a	DET
cana-2686	106	13	comprehensive	comprehensive	ADJ
cana-2686	106	14	roster	roster	NOUN
cana-2686	106	15	of	of	ADP
cana-2686	106	16	all	all	DET
cana-2686	106	17	users	user	NOUN
cana-2686	106	18	who	who	PRON
cana-2686	106	19	have	have	AUX
cana-2686	106	20	registered	register	VERB
cana-2686	106	21	inside	inside	ADP
cana-2686	106	22	this	this	DET
cana-2686	106	23	module	module	NOUN
cana-2686	106	24	.	.	PUNCT
cana-2686	107	1	the	the	DET
cana-2686	107	2	administrator	administrator	NOUN
cana-2686	107	3	has	have	VERB
cana-2686	107	4	the	the	DET
cana-2686	107	5	ability	ability	NOUN
cana-2686	107	6	to	to	PART
cana-2686	107	7	scrutinize	scrutinize	VERB
cana-2686	107	8	the	the	DET
cana-2686	107	9	user	user	NOUN
cana-2686	107	10	's	's	PART
cana-2686	107	11	data	datum	NOUN
cana-2686	107	12	,	,	PUNCT
cana-2686	107	13	including	include	VERB
cana-2686	107	14	their	their	PRON
cana-2686	107	15	username	username	NOUN
cana-2686	107	16	,	,	PUNCT
cana-2686	107	17	e	e	NOUN
cana-2686	107	18	-	-	NOUN
cana-2686	107	19	mail	mail	NOUN
cana-2686	107	20	,	,	PUNCT
cana-2686	107	21	and	and	CCONJ
cana-2686	107	22	location	location	NOUN
cana-2686	107	23	,	,	PUNCT
cana-2686	107	24	and	and	CCONJ
cana-2686	107	25	can	can	AUX
cana-2686	107	26	provide	provide	VERB
cana-2686	107	27	authorization	authorization	NOUN
cana-2686	107	28	to	to	ADP
cana-2686	107	29	users	user	NOUN
cana-2686	107	30	.	.	PUNCT
cana-2686	108	1	table	table	NOUN
cana-2686	108	2	1	1	NUM
cana-2686	108	3	.	.	PUNCT
cana-2686	109	1	accuracy	accuracy	NOUN
cana-2686	109	2	comparison	comparison	NOUN
cana-2686	109	3	between	between	ADP
cana-2686	109	4	the	the	DET
cana-2686	109	5	classifiers	classifier	NOUN
cana-2686	109	6	model	model	NOUN
cana-2686	109	7	type	type	NOUN
cana-2686	109	8	accuracy	accuracy	NOUN
cana-2686	109	9	naive	naive	ADJ
cana-2686	109	10	bayes	bayes	NOUN
cana-2686	109	11	98.4	98.4	NUM
cana-2686	109	12	svm	svm	NOUN
cana-2686	109	13	98.7	98.7	NUM
cana-2686	109	14	logistic	logistic	ADJ
cana-2686	109	15	regression	regression	NOUN
cana-2686	109	16	98.7	98.7	NUM
cana-2686	109	17	decision	decision	NOUN
cana-2686	109	18	tree	tree	NOUN
cana-2686	109	19	classifier	classifier	NOUN
cana-2686	109	20	97.89999	97.89999	NUM
cana-2686	109	21	kn	kn	PROPN
cana-2686	109	22	neighbor	neighbor	NOUN
cana-2686	109	23	classifier	classifier	NOUN
cana-2686	109	24	93.5	93.5	NUM
cana-2686	109	25	sgd	sgd	NOUN
cana-2686	109	26	classifier	classifier	NOUN
cana-2686	109	27	99.2	99.2	NUM
cana-2686	109	28	random	random	ADJ
cana-2686	109	29	forest	forest	NOUN
cana-2686	109	30	(	(	PUNCT
cana-2686	109	31	rf	rf	NOUN
cana-2686	109	32	)	)	PUNCT
cana-2686	109	33	classifier	classifier	NOUN
cana-2686	109	34	98.2	98.2	NUM
cana-2686	109	35	check	check	NOUN
cana-2686	109	36	out	out	ADP
cana-2686	109	37	and	and	CCONJ
cana-2686	109	38	authorise	authorise	ADJ
cana-2686	109	39	users	user	NOUN
cana-2686	109	40	the	the	DET
cana-2686	109	41	admin	admin	NOUN
cana-2686	109	42	may	may	AUX
cana-2686	109	43	view	view	VERB
cana-2686	109	44	a	a	DET
cana-2686	109	45	list	list	NOUN
cana-2686	109	46	of	of	ADP
cana-2686	109	47	all	all	DET
cana-2686	109	48	registered	register	VERB
cana-2686	109	49	users	user	NOUN
cana-2686	109	50	in	in	ADP
cana-2686	109	51	this	this	DET
cana-2686	109	52	module	module	NOUN
cana-2686	109	53	.	.	PUNCT
cana-2686	110	1	the	the	DET
cana-2686	110	2	admin	admin	NOUN
cana-2686	110	3	can	can	AUX
cana-2686	110	4	examine	examine	VERB
cana-2686	110	5	the	the	DET
cana-2686	110	6	user	user	NOUN
cana-2686	110	7	's	's	PART
cana-2686	110	8	data	datum	NOUN
cana-2686	110	9	such	such	ADJ
cana-2686	110	10	as	as	ADP
cana-2686	110	11	user	user	NOUN
cana-2686	110	12	name	name	NOUN
cana-2686	110	13	,	,	PUNCT
cana-2686	110	14	email	email	NOUN
cana-2686	110	15	,	,	PUNCT
cana-2686	110	16	and	and	CCONJ
cana-2686	110	17	address	address	NOUN
cana-2686	110	18	,	,	PUNCT
cana-2686	110	19	and	and	CCONJ
cana-2686	110	20	the	the	DET
cana-2686	110	21	admin	admin	NOUN
cana-2686	110	22	can	can	AUX
cana-2686	110	23	authorise	authorise	VERB
cana-2686	110	24	the	the	DET
cana-2686	110	25	users	user	NOUN
cana-2686	110	26	.	.	PUNCT
cana-2686	111	1	communications	communication	NOUN
cana-2686	111	2	on	on	ADP
cana-2686	111	3	applied	apply	VERB
cana-2686	111	4	nonlinear	nonlinear	ADJ
cana-2686	111	5	analysis	analysis	NOUN
cana-2686	111	6	issn	issn	NOUN
cana-2686	111	7	:	:	PUNCT
cana-2686	111	8	1074	1074	NUM
cana-2686	111	9	-	-	PUNCT
cana-2686	111	10	133x	133x	NUM
cana-2686	111	11	vol	vol	NOUN
cana-2686	111	12	32	32	NUM
cana-2686	111	13	no	no	NOUN
cana-2686	111	14	.	.	PUNCT
cana-2686	112	1	3s	3s	NUM
cana-2686	112	2	(	(	PUNCT
cana-2686	112	3	2025	2025	NUM
cana-2686	112	4	)	)	PUNCT
cana-2686	112	5	484	484	NUM
cana-2686	112	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2686	112	7	remote	remote	ADJ
cana-2686	112	8	user	user	NOUN
cana-2686	112	9	there	there	PRON
cana-2686	112	10	are	be	VERB
cana-2686	112	11	a	a	DET
cana-2686	112	12	n	n	PRON
cana-2686	112	13	number	number	NOUN
cana-2686	112	14	of	of	ADP
cana-2686	112	15	individuals	individual	NOUN
cana-2686	112	16	participating	participate	VERB
cana-2686	112	17	in	in	ADP
cana-2686	112	18	this	this	DET
cana-2686	112	19	module	module	NOUN
cana-2686	112	20	.	.	PUNCT
cana-2686	113	1	before	before	ADP
cana-2686	113	2	doing	do	VERB
cana-2686	113	3	any	any	DET
cana-2686	113	4	activities	activity	NOUN
cana-2686	113	5	,	,	PUNCT
cana-2686	113	6	the	the	DET
cana-2686	113	7	user	user	NOUN
cana-2686	113	8	must	must	AUX
cana-2686	113	9	first	first	ADV
cana-2686	113	10	register	register	VERB
cana-2686	113	11	.	.	PUNCT
cana-2686	114	1	when	when	SCONJ
cana-2686	114	2	a	a	DET
cana-2686	114	3	user	user	NOUN
cana-2686	114	4	registers	register	NOUN
cana-2686	114	5	,	,	PUNCT
cana-2686	114	6	their	their	PRON
cana-2686	114	7	information	information	NOUN
cana-2686	114	8	is	be	AUX
cana-2686	114	9	saved	save	VERB
cana-2686	114	10	in	in	ADP
cana-2686	114	11	the	the	DET
cana-2686	114	12	database	database	NOUN
cana-2686	114	13	.	.	PUNCT
cana-2686	115	1	after	after	ADP
cana-2686	115	2	successfully	successfully	ADV
cana-2686	115	3	registering	register	VERB
cana-2686	115	4	,	,	PUNCT
cana-2686	115	5	he	he	PRON
cana-2686	115	6	must	must	AUX
cana-2686	115	7	login	login	VERB
cana-2686	115	8	using	use	VERB
cana-2686	115	9	his	his	PRON
cana-2686	115	10	authorised	authorised	ADJ
cana-2686	115	11	password	password	NOUN
cana-2686	115	12	and	and	CCONJ
cana-2686	115	13	username	username	NOUN
cana-2686	115	14	.	.	PUNCT
cana-2686	116	1	once	once	ADV
cana-2686	116	2	logged	log	VERB
cana-2686	116	3	in	in	ADP
cana-2686	116	4	,	,	PUNCT
cana-2686	116	5	the	the	DET
cana-2686	116	6	user	user	NOUN
cana-2686	116	7	may	may	AUX
cana-2686	116	8	do	do	VERB
cana-2686	116	9	activities	activity	NOUN
cana-2686	116	10	such	such	ADJ
cana-2686	116	11	as	as	ADP
cana-2686	116	12	register	register	NOUN
cana-2686	116	13	and	and	CCONJ
cana-2686	116	14	login	login	NOUN
cana-2686	116	15	,	,	PUNCT
cana-2686	116	16	forecast	forecast	NOUN
cana-2686	116	17	email	email	NOUN
cana-2686	116	18	phishing	phishe	VERB
cana-2686	116	19	identification	identification	NOUN
cana-2686	116	20	type	type	NOUN
cana-2686	116	21	,	,	PUNCT
cana-2686	116	22	and	and	CCONJ
cana-2686	116	23	view	view	VERB
cana-2686	116	24	you	you	PRON
cana-2686	116	25	profile	profile	VERB
cana-2686	116	26	.	.	PUNCT
cana-2686	117	1	fig.4	fig.4	PRON
cana-2686	117	2	:	:	PUNCT
cana-2686	117	3	user	user	NOUN
cana-2686	117	4	login	login	NOUN
cana-2686	117	5	fig.5	fig.5	PROPN
cana-2686	117	6	:	:	PUNCT
cana-2686	117	7	remote	remote	ADJ
cana-2686	117	8	users	user	NOUN
cana-2686	117	9	user	user	PROPN
cana-2686	117	10	accessing	access	VERB
cana-2686	117	11	remotely	remotely	ADV
cana-2686	117	12	there	there	PRON
cana-2686	117	13	is	be	VERB
cana-2686	117	14	a	a	DET
cana-2686	117	15	certain	certain	ADJ
cana-2686	117	16	number	number	NOUN
cana-2686	117	17	of	of	ADP
cana-2686	117	18	participants	participant	NOUN
cana-2686	117	19	who	who	PRON
cana-2686	117	20	take	take	VERB
cana-2686	117	21	part	part	NOUN
cana-2686	117	22	this	this	DET
cana-2686	117	23	training	training	NOUN
cana-2686	117	24	session	session	NOUN
cana-2686	117	25	.	.	PUNCT
cana-2686	118	1	prior	prior	ADV
cana-2686	118	2	to	to	ADP
cana-2686	118	3	engaging	engage	VERB
cana-2686	118	4	in	in	ADP
cana-2686	118	5	any	any	DET
cana-2686	118	6	activity	activity	NOUN
cana-2686	118	7	,	,	PUNCT
cana-2686	118	8	the	the	DET
cana-2686	118	9	user	user	NOUN
cana-2686	118	10	is	be	AUX
cana-2686	118	11	required	require	VERB
cana-2686	118	12	to	to	PART
cana-2686	118	13	complete	complete	VERB
cana-2686	118	14	the	the	DET
cana-2686	118	15	registration	registration	NOUN
cana-2686	118	16	process	process	NOUN
cana-2686	118	17	.	.	PUNCT
cana-2686	119	1	upon	upon	SCONJ
cana-2686	119	2	user	user	NOUN
cana-2686	119	3	registration	registration	NOUN
cana-2686	119	4	,	,	PUNCT
cana-2686	119	5	their	their	PRON
cana-2686	119	6	information	information	NOUN
cana-2686	119	7	is	be	AUX
cana-2686	119	8	stored	store	VERB
cana-2686	119	9	in	in	ADP
cana-2686	119	10	the	the	DET
cana-2686	119	11	database	database	NOUN
cana-2686	119	12	.	.	PUNCT
cana-2686	120	1	upon	upon	SCONJ
cana-2686	120	2	completing	complete	VERB
cana-2686	120	3	the	the	DET
cana-2686	120	4	registration	registration	NOUN
cana-2686	120	5	process	process	NOUN
cana-2686	120	6	,	,	PUNCT
cana-2686	120	7	he	he	PRON
cana-2686	120	8	must	must	AUX
cana-2686	120	9	authenticate	authenticate	VERB
cana-2686	120	10	himself	himself	PRON
cana-2686	120	11	by	by	ADP
cana-2686	120	12	logging	log	VERB
cana-2686	120	13	in	in	ADP
cana-2686	120	14	using	use	VERB
cana-2686	120	15	his	his	PRON
cana-2686	120	16	authorized	authorized	ADJ
cana-2686	120	17	password	password	NOUN
cana-2686	120	18	and	and	CCONJ
cana-2686	120	19	username	username	NOUN
cana-2686	120	20	.	.	PUNCT
cana-2686	121	1	after	after	ADP
cana-2686	121	2	logging	log	VERB
cana-2686	121	3	in	in	ADP
cana-2686	121	4	,	,	PUNCT
cana-2686	121	5	somebody	somebody	PRON
cana-2686	121	6	may	may	AUX
cana-2686	121	7	engage	engage	VERB
cana-2686	121	8	in	in	ADP
cana-2686	121	9	activities	activity	NOUN
cana-2686	121	10	like	like	ADP
cana-2686	121	11	as	as	ADP
cana-2686	121	12	registering	register	VERB
cana-2686	121	13	and	and	CCONJ
cana-2686	121	14	logging	log	VERB
cana-2686	121	15	in	in	ADP
cana-2686	121	16	,	,	PUNCT
cana-2686	121	17	predicting	predict	VERB
cana-2686	121	18	the	the	DET
cana-2686	121	19	type	type	NOUN
cana-2686	121	20	of	of	ADP
cana-2686	121	21	scammed	scammed	ADJ
cana-2686	121	22	email	email	NOUN
cana-2686	121	23	authorization	authorization	NOUN
cana-2686	121	24	,	,	PUNCT
cana-2686	121	25	and	and	CCONJ
cana-2686	121	26	seeing	see	VERB
cana-2686	121	27	their	their	PRON
cana-2686	121	28	profile	profile	NOUN
cana-2686	121	29	.	.	PUNCT
cana-2686	122	1	fig.6	fig.6	PROPN
cana-2686	122	2	:	:	PUNCT
cana-2686	122	3	tested	test	VERB
cana-2686	122	4	results	result	NOUN
cana-2686	122	5	fig.7	fig.7	ADV
cana-2686	122	6	:	:	PUNCT
cana-2686	122	7	charts	chart	NOUN
cana-2686	122	8	communications	communication	NOUN
cana-2686	122	9	on	on	ADP
cana-2686	122	10	applied	apply	VERB
cana-2686	122	11	nonlinear	nonlinear	ADJ
cana-2686	122	12	analysis	analysis	NOUN
cana-2686	122	13	issn	issn	NOUN
cana-2686	122	14	:	:	PUNCT
cana-2686	122	15	1074	1074	NUM
cana-2686	122	16	-	-	PUNCT
cana-2686	122	17	133x	133x	NUM
cana-2686	122	18	vol	vol	NOUN
cana-2686	122	19	32	32	NUM
cana-2686	122	20	no	no	NOUN
cana-2686	122	21	.	.	PUNCT
cana-2686	123	1	3s	3s	NUM
cana-2686	123	2	(	(	PUNCT
cana-2686	123	3	2025	2025	NUM
cana-2686	123	4	)	)	PUNCT
cana-2686	123	5	485	485	NUM
cana-2686	123	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2686	123	7	fig.8	fig.8	PROPN
cana-2686	123	8	:	:	PUNCT
cana-2686	123	9	ratio	ratio	NOUN
cana-2686	123	10	details	detail	NOUN
cana-2686	123	11	fig.9	fig.9	PROPN
cana-2686	123	12	:	:	PUNCT
cana-2686	123	13	register	register	VERB
cana-2686	123	14	page	page	NOUN
cana-2686	123	15	fig.10	fig.10	NOUN
cana-2686	123	16	:	:	PUNCT
cana-2686	123	17	profile	profile	NOUN
cana-2686	123	18	fig.11	fig.11	NOUN
cana-2686	123	19	:	:	PUNCT
cana-2686	123	20	phising	phise	VERB
cana-2686	123	21	detection	detection	NOUN
cana-2686	123	22	conclusion	conclusion	NOUN
cana-2686	123	23	this	this	DET
cana-2686	123	24	research	research	NOUN
cana-2686	123	25	describes	describe	VERB
cana-2686	123	26	a	a	DET
cana-2686	123	27	smart	smart	ADJ
cana-2686	123	28	technique	technique	NOUN
cana-2686	123	29	for	for	ADP
cana-2686	123	30	identifying	identify	VERB
cana-2686	123	31	phishing	phishe	VERB
cana-2686	123	32	emails	email	NOUN
cana-2686	123	33	.	.	PUNCT
cana-2686	124	1	the	the	DET
cana-2686	124	2	svm	svm	PROPN
cana-2686	124	3	,	,	PUNCT
cana-2686	124	4	random	random	ADJ
cana-2686	124	5	forest	forest	NOUN
cana-2686	124	6	models	model	NOUN
cana-2686	124	7	,	,	PUNCT
cana-2686	124	8	and	and	CCONJ
cana-2686	124	9	naive	naive	ADJ
cana-2686	124	10	bayes	bayes	NOUN
cana-2686	124	11	models	model	NOUN
cana-2686	124	12	are	be	AUX
cana-2686	124	13	all	all	PRON
cana-2686	124	14	compared	compare	VERB
cana-2686	124	15	.	.	PUNCT
cana-2686	125	1	the	the	DET
cana-2686	125	2	aim	aim	NOUN
cana-2686	125	3	is	be	AUX
cana-2686	125	4	to	to	PART
cana-2686	125	5	find	find	VERB
cana-2686	125	6	the	the	DET
cana-2686	125	7	best	good	ADJ
cana-2686	125	8	classification	classification	NOUN
cana-2686	125	9	model	model	NOUN
cana-2686	125	10	for	for	ADP
cana-2686	125	11	detecting	detect	VERB
cana-2686	125	12	phishing	phishe	VERB
cana-2686	125	13	emails	email	NOUN
cana-2686	125	14	.	.	PUNCT
cana-2686	126	1	several	several	ADJ
cana-2686	126	2	tests	test	NOUN
cana-2686	126	3	were	be	AUX
cana-2686	126	4	run	run	VERB
cana-2686	126	5	on	on	ADP
cana-2686	126	6	three	three	NUM
cana-2686	126	7	different	different	ADJ
cana-2686	126	8	benchmark	benchmark	NOUN
cana-2686	126	9	testing	testing	NOUN
cana-2686	126	10	levels	level	NOUN
cana-2686	126	11	to	to	PART
cana-2686	126	12	assess	assess	VERB
cana-2686	126	13	the	the	DET
cana-2686	126	14	efficacy	efficacy	NOUN
cana-2686	126	15	of	of	ADP
cana-2686	126	16	each	each	DET
cana-2686	126	17	classification	classification	NOUN
cana-2686	126	18	.	.	PUNCT
cana-2686	127	1	we	we	PRON
cana-2686	127	2	intend	intend	VERB
cana-2686	127	3	to	to	PART
cana-2686	127	4	evaluate	evaluate	VERB
cana-2686	127	5	svm	svm	PROPN
cana-2686	127	6	's	's	PART
cana-2686	127	7	performance	performance	NOUN
cana-2686	127	8	on	on	ADP
cana-2686	127	9	a	a	DET
cana-2686	127	10	variety	variety	NOUN
cana-2686	127	11	of	of	ADP
cana-2686	127	12	benchmark	benchmark	ADJ
cana-2686	127	13	data	datum	NOUN
cana-2686	127	14	in	in	ADP
cana-2686	127	15	the	the	DET
cana-2686	127	16	future	future	NOUN
cana-2686	127	17	.	.	PUNCT
cana-2686	128	1	the	the	DET
cana-2686	128	2	performance	performance	NOUN
cana-2686	128	3	of	of	ADP
cana-2686	128	4	the	the	DET
cana-2686	128	5	svm	svm	NOUN
cana-2686	128	6	will	will	AUX
cana-2686	128	7	be	be	AUX
cana-2686	128	8	compared	compare	VERB
cana-2686	128	9	against	against	ADP
cana-2686	128	10	that	that	PRON
cana-2686	128	11	of	of	ADP
cana-2686	128	12	several	several	ADJ
cana-2686	128	13	kernels	kernel	NOUN
cana-2686	128	14	,	,	PUNCT
cana-2686	128	15	such	such	ADJ
cana-2686	128	16	as	as	ADP
cana-2686	128	17	sigmoid	sigmoid	NOUN
cana-2686	128	18	or	or	CCONJ
cana-2686	128	19	gaussian	gaussian	NOUN
cana-2686	128	20	.	.	PUNCT
cana-2686	129	1	references	reference	NOUN
cana-2686	129	2	[	[	X
cana-2686	129	3	1	1	NUM
cana-2686	129	4	]	]	PUNCT
cana-2686	129	5	a.	a.	NOUN
cana-2686	129	6	aleroud	aleroud	PROPN
cana-2686	129	7	and	and	CCONJ
cana-2686	129	8	l.	l.	PROPN
cana-2686	129	9	zhou	zhou	PROPN
cana-2686	129	10	,	,	PUNCT
cana-2686	129	11	"	"	PUNCT
cana-2686	129	12	phishing	phishe	VERB
cana-2686	129	13	environments	environment	NOUN
cana-2686	129	14	,	,	PUNCT
cana-2686	129	15	techniques	technique	NOUN
cana-2686	129	16	,	,	PUNCT
cana-2686	129	17	and	and	CCONJ
cana-2686	129	18	countermeasures	countermeasure	NOUN
cana-2686	129	19	:	:	PUNCT
cana-2686	129	20	a	a	DET
cana-2686	129	21	survey	survey	NOUN
cana-2686	129	22	,	,	PUNCT
cana-2686	129	23	"	"	PUNCT
cana-2686	129	24	computers	computer	NOUN
cana-2686	129	25	&	&	CCONJ
cana-2686	129	26	security	security	NOUN
cana-2686	129	27	,	,	PUNCT
cana-2686	129	28	vol	vol	NOUN
cana-2686	129	29	.	.	PROPN
cana-2686	129	30	68	68	NUM
cana-2686	129	31	,	,	PUNCT
cana-2686	129	32	pp	pp	ADJ
cana-2686	129	33	.	.	PUNCT
cana-2686	130	1	160	160	NUM
cana-2686	130	2	-	-	SYM
cana-2686	130	3	196	196	NUM
cana-2686	130	4	,	,	PUNCT
cana-2686	130	5	2017	2017	NUM
cana-2686	130	6	.	.	PUNCT
cana-2686	131	1	[	[	X
cana-2686	131	2	2	2	NUM
cana-2686	131	3	]	]	PUNCT
cana-2686	131	4	i.	i.	NOUN
cana-2686	131	5	vayansky	vayansky	PROPN
cana-2686	131	6	and	and	CCONJ
cana-2686	131	7	s.	s.	PROPN
cana-2686	131	8	kumar	kumar	PROPN
cana-2686	131	9	,	,	PUNCT
cana-2686	131	10	"	"	PUNCT
cana-2686	131	11	phishing	phishe	VERB
cana-2686	131	12	–	–	PUNCT
cana-2686	131	13	challenges	challenge	NOUN
cana-2686	131	14	and	and	CCONJ
cana-2686	131	15	solutions	solution	NOUN
cana-2686	131	16	,	,	PUNCT
cana-2686	131	17	"	"	PUNCT
cana-2686	131	18	computer	computer	NOUN
cana-2686	131	19	fraud	fraud	NOUN
cana-2686	131	20	&	&	CCONJ
cana-2686	131	21	security	security	NOUN
cana-2686	131	22	,	,	PUNCT
cana-2686	131	23	vol	vol	NOUN
cana-2686	131	24	.	.	NOUN
cana-2686	131	25	2018	2018	NUM
cana-2686	131	26	,	,	PUNCT
cana-2686	131	27	pp	pp	ADJ
cana-2686	131	28	.	.	PUNCT
cana-2686	132	1	15	15	NUM
cana-2686	132	2	-	-	SYM
cana-2686	132	3	20	20	NUM
cana-2686	132	4	,	,	PUNCT
cana-2686	132	5	2018	2018	NUM
cana-2686	132	6	.	.	PUNCT
cana-2686	133	1	[	[	X
cana-2686	133	2	3	3	X
cana-2686	133	3	]	]	X
cana-2686	133	4	e.	e.	PROPN
cana-2686	133	5	j.	j.	PROPN
cana-2686	133	6	williams	williams	PROPN
cana-2686	133	7	,	,	PUNCT
cana-2686	133	8	et	et	PROPN
cana-2686	133	9	al	al	PROPN
cana-2686	133	10	.	.	PROPN
cana-2686	133	11	,	,	PUNCT
cana-2686	133	12	"	"	PUNCT
cana-2686	133	13	exploring	explore	VERB
cana-2686	133	14	susceptibility	susceptibility	NOUN
cana-2686	133	15	to	to	ADP
cana-2686	133	16	phishing	phishe	VERB
cana-2686	133	17	in	in	ADP
cana-2686	133	18	the	the	DET
cana-2686	133	19	workplace	workplace	NOUN
cana-2686	133	20	,	,	PUNCT
cana-2686	133	21	"	"	PUNCT
cana-2686	133	22	international	international	ADJ
cana-2686	133	23	journal	journal	NOUN
cana-2686	133	24	of	of	ADP
cana-2686	133	25	humancomputer	humancomputer	PROPN
cana-2686	133	26	studies	study	NOUN
cana-2686	133	27	,	,	PUNCT
cana-2686	133	28	vol	vol	NOUN
cana-2686	133	29	.	.	PROPN
cana-2686	133	30	120	120	NUM
cana-2686	133	31	,	,	PUNCT
cana-2686	133	32	pp	pp	ADJ
cana-2686	133	33	.	.	PUNCT
cana-2686	134	1	1	1	NUM
cana-2686	134	2	-	-	SYM
cana-2686	134	3	13	13	NUM
cana-2686	134	4	,	,	PUNCT
cana-2686	134	5	2018	2018	NUM
cana-2686	134	6	.	.	PUNCT
cana-2686	135	1	[	[	X
cana-2686	135	2	4	4	NUM
cana-2686	135	3	]	]	PUNCT
cana-2686	135	4	a.	a.	NOUN
cana-2686	135	5	odeh	odeh	PROPN
cana-2686	135	6	,	,	PUNCT
cana-2686	135	7	et	et	PROPN
cana-2686	135	8	al	al	PROPN
cana-2686	135	9	.	.	PROPN
cana-2686	135	10	,	,	PUNCT
cana-2686	135	11	"	"	PUNCT
cana-2686	135	12	machine	machine	NOUN
cana-2686	135	13	learningtechniquesfor	learningtechniquesfor	ADJ
cana-2686	135	14	detection	detection	NOUN
cana-2686	135	15	of	of	ADP
cana-2686	135	16	website	website	NOUN
cana-2686	135	17	phishing	phishe	VERB
cana-2686	135	18	:	:	PUNCT
cana-2686	135	19	a	a	DET
cana-2686	135	20	review	review	NOUN
cana-2686	135	21	for	for	ADP
cana-2686	135	22	promises	promise	NOUN
cana-2686	135	23	and	and	CCONJ
cana-2686	135	24	challenges	challenge	NOUN
cana-2686	135	25	,	,	PUNCT
cana-2686	135	26	"	"	PUNCT
cana-2686	135	27	in	in	ADP
cana-2686	135	28	2021	2021	NUM
cana-2686	135	29	ieee	ieee	NOUN
cana-2686	135	30	11th	11th	NOUN
cana-2686	135	31	annual	annual	ADJ
cana-2686	135	32	computing	computing	NOUN
cana-2686	135	33	and	and	CCONJ
cana-2686	135	34	communication	communication	NOUN
cana-2686	135	35	workshop	workshop	NOUN
cana-2686	135	36	and	and	CCONJ
cana-2686	135	37	conference	conference	NOUN
cana-2686	135	38	(	(	PUNCT
cana-2686	135	39	ccwc	ccwc	PROPN
cana-2686	135	40	)	)	PUNCT
cana-2686	135	41	,	,	PUNCT
cana-2686	135	42	2021	2021	NUM
cana-2686	135	43	,	,	PUNCT
cana-2686	135	44	pp	pp	ADJ
cana-2686	135	45	.	.	PUNCT
cana-2686	135	46	0813	0813	NUM
cana-2686	135	47	-	-	SYM
cana-2686	135	48	0818	0818	NUM
cana-2686	135	49	.	.	PUNCT
cana-2686	136	1	[	[	X
cana-2686	136	2	5	5	NUM
cana-2686	136	3	]	]	PUNCT
cana-2686	136	4	a.	a.	NOUN
cana-2686	136	5	odeh	odeh	PROPN
cana-2686	136	6	,	,	PUNCT
cana-2686	136	7	et	et	PROPN
cana-2686	136	8	al	al	PROPN
cana-2686	136	9	.	.	PROPN
cana-2686	136	10	,	,	PUNCT
cana-2686	136	11	"	"	PUNCT
cana-2686	136	12	efficient	efficient	ADJ
cana-2686	136	13	detection	detection	NOUN
cana-2686	136	14	of	of	ADP
cana-2686	136	15	phishing	phishe	VERB
cana-2686	136	16	websites	website	NOUN
cana-2686	136	17	using	use	VERB
cana-2686	136	18	multilayer	multilayer	PROPN
cana-2686	136	19	perceptron	perceptron	PROPN
cana-2686	136	20	,	,	PUNCT
cana-2686	136	21	"	"	PUNCT
cana-2686	136	22	2020	2020	NUM
cana-2686	136	23	.	.	PUNCT
cana-2686	137	1	communications	communication	NOUN
cana-2686	137	2	on	on	ADP
cana-2686	137	3	applied	apply	VERB
cana-2686	137	4	nonlinear	nonlinear	ADJ
cana-2686	137	5	analysis	analysis	NOUN
cana-2686	137	6	issn	issn	NOUN
cana-2686	137	7	:	:	PUNCT
cana-2686	137	8	1074	1074	NUM
cana-2686	137	9	-	-	PUNCT
cana-2686	137	10	133x	133x	NUM
cana-2686	137	11	vol	vol	NOUN
cana-2686	137	12	32	32	NUM
cana-2686	137	13	no	no	NOUN
cana-2686	137	14	.	.	PUNCT
cana-2686	138	1	3s	3s	NUM
cana-2686	138	2	(	(	PUNCT
cana-2686	138	3	2025	2025	NUM
cana-2686	138	4	)	)	PUNCT
cana-2686	138	5	486	486	NUM
cana-2686	138	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2686	139	1	[	[	X
cana-2686	139	2	6	6	NUM
cana-2686	139	3	]	]	PUNCT
cana-2686	139	4	a.	a.	NOUN
cana-2686	139	5	odeh	odeh	PROPN
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cana-2686	139	7	et	et	PROPN
cana-2686	139	8	al	al	PROPN
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cana-2686	139	10	,	,	PUNCT
cana-2686	139	11	"	"	PUNCT
cana-2686	139	12	phiboost	phiboost	NOUN
cana-2686	139	13	-	-	PUNCT
cana-2686	139	14	a	a	DET
cana-2686	139	15	novel	novel	NOUN
cana-2686	139	16	phishing	phishe	VERB
cana-2686	139	17	detection	detection	NOUN
cana-2686	139	18	model	model	NOUN
cana-2686	139	19	using	use	VERB
cana-2686	139	20	adaptive	adaptive	ADJ
cana-2686	139	21	boosting	boost	VERB
cana-2686	139	22	approach	approach	NOUN
cana-2686	139	23	,	,	PUNCT
cana-2686	139	24	"	"	PUNCT
cana-2686	139	25	jordanian	jordanian	ADJ
cana-2686	139	26	journal	journal	NOUN
cana-2686	139	27	of	of	ADP
cana-2686	139	28	computers	computer	NOUN
cana-2686	139	29	and	and	CCONJ
cana-2686	139	30	information	information	NOUN
cana-2686	139	31	technology	technology	NOUN
cana-2686	139	32	(	(	PUNCT
cana-2686	139	33	jjcit	jjcit	NOUN
cana-2686	139	34	)	)	PUNCT
cana-2686	139	35	,	,	PUNCT
cana-2686	139	36	vol	vol	NOUN
cana-2686	139	37	.	.	PROPN
cana-2686	139	38	7	7	NUM
cana-2686	139	39	,	,	PUNCT
cana-2686	139	40	2021	2021	NUM
cana-2686	139	41	.	.	PUNCT
cana-2686	140	1	[	[	X
cana-2686	140	2	7	7	X
cana-2686	140	3	]	]	PUNCT
cana-2686	140	4	k.	k.	PROPN
cana-2686	140	5	l.	l.	PROPN
cana-2686	140	6	chiew	chiew	PROPN
cana-2686	140	7	,	,	PUNCT
cana-2686	140	8	et	et	PROPN
cana-2686	140	9	al	al	PROPN
cana-2686	140	10	.	.	PROPN
cana-2686	140	11	,	,	PUNCT
cana-2686	140	12	"	"	PUNCT
cana-2686	140	13	a	a	DET
cana-2686	140	14	survey	survey	NOUN
cana-2686	140	15	of	of	ADP
cana-2686	140	16	phishing	phishe	VERB
cana-2686	140	17	attacks	attack	NOUN
cana-2686	140	18	:	:	PUNCT
cana-2686	140	19	their	their	PRON
cana-2686	140	20	types	type	NOUN
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cana-2686	140	24	technical	technical	ADJ
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cana-2686	140	26	,	,	PUNCT
cana-2686	140	27	"	"	PUNCT
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cana-2686	140	29	systems	system	NOUN
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cana-2686	140	31	applications	application	NOUN
cana-2686	140	32	,	,	PUNCT
cana-2686	140	33	vol	vol	NOUN
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cana-2686	140	36	,	,	PUNCT
cana-2686	140	37	pp	pp	ADJ
cana-2686	140	38	.	.	PUNCT
cana-2686	141	1	1	1	NUM
cana-2686	141	2	-	-	SYM
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cana-2686	141	4	,	,	PUNCT
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cana-2686	141	6	.	.	PUNCT
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cana-2686	142	2	8	8	NUM
cana-2686	142	3	]	]	PUNCT
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cana-2686	142	5	al	al	PROPN
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cana-2686	142	18	for	for	ADP
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cana-2686	142	38	-	-	SYM
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cana-2686	142	42	.	.	PUNCT
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cana-2686	143	3	]	]	X
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cana-2686	144	2	10	10	NUM
cana-2686	144	3	]	]	PUNCT
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cana-2686	144	12	phishing	phishe	VERB
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cana-2686	148	3	]	]	PUNCT
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cana-2686	155	3	7	7	NUM
cana-2686	155	4	,	,	PUNCT
cana-2686	155	5	doi:10.1109	doi:10.1109	ADJ
cana-2686	155	6	/	/	SYM
cana-2686	155	7	icerect56837.2022.10060014	icerect56837.2022.10060014	PROPN
cana-2686	155	8	.	.	PUNCT