id	sid	tid	token	lemma	pos
cana-3841	1	1	communications	communication	NOUN
cana-3841	1	2	on	on	ADP
cana-3841	1	3	applied	apply	VERB
cana-3841	1	4	nonlinear	nonlinear	ADJ
cana-3841	1	5	analysis	analysis	NOUN
cana-3841	1	6	issn	issn	NOUN
cana-3841	1	7	:	:	PUNCT
cana-3841	1	8	1074	1074	NUM
cana-3841	1	9	-	-	PUNCT
cana-3841	1	10	133x	133x	NUM
cana-3841	1	11	vol	vol	NOUN
cana-3841	1	12	32	32	NUM
cana-3841	1	13	no	no	NOUN
cana-3841	1	14	.	.	PUNCT
cana-3841	2	1	9s	9s	NUM
cana-3841	2	2	(	(	PUNCT
cana-3841	2	3	2025	2025	NUM
cana-3841	2	4	)	)	PUNCT
cana-3841	2	5	99	99	NUM
cana-3841	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3841	2	7	sentinel	sentinel	NOUN
cana-3841	2	8	os	os	NOUN
cana-3841	2	9	:	:	PUNCT
cana-3841	2	10	strengthening	strengthen	VERB
cana-3841	2	11	operating	operating	NOUN
cana-3841	2	12	system	system	NOUN
cana-3841	2	13	security	security	NOUN
cana-3841	2	14	with	with	ADP
cana-3841	2	15	comprehensive	comprehensive	ADJ
cana-3841	2	16	hardening	hardening	NOUN
cana-3841	2	17	measures	measure	NOUN
cana-3841	2	18	dr	dr	PROPN
cana-3841	2	19	.	.	PROPN
cana-3841	2	20	shailaja	shailaja	PROPN
cana-3841	2	21	uke1	uke1	PROPN
cana-3841	2	22	,	,	PUNCT
cana-3841	2	23	dr	dr	PROPN
cana-3841	2	24	.	.	PROPN
cana-3841	2	25	nilesh	nilesh	PROPN
cana-3841	2	26	uke2	uke2	PROPN
cana-3841	2	27	,	,	PUNCT
cana-3841	2	28	archit	archit	ADJ
cana-3841	2	29	kothawade1	kothawade1	NOUN
cana-3841	2	30	,	,	PUNCT
cana-3841	2	31	maitrey	maitrey	PROPN
cana-3841	2	32	chitale1	chitale1	PROPN
cana-3841	2	33	,	,	PUNCT
cana-3841	2	34	sharvari	sharvari	ADJ
cana-3841	2	35	deshmukh1	deshmukh1	PROPN
cana-3841	2	36	,	,	PUNCT
cana-3841	2	37	atharva	atharva	PROPN
cana-3841	2	38	deshpande*1	deshpande*1	NUM
cana-3841	2	39	1department	1department	NUM
cana-3841	2	40	of	of	ADP
cana-3841	2	41	computer	computer	NOUN
cana-3841	2	42	engineering	engineering	NOUN
cana-3841	2	43	,	,	PUNCT
cana-3841	2	44	vishwakarma	vishwakarma	PROPN
cana-3841	2	45	institute	institute	PROPN
cana-3841	2	46	of	of	ADP
cana-3841	2	47	technology	technology	PROPN
cana-3841	2	48	,	,	PUNCT
cana-3841	2	49	pune	pune	NOUN
cana-3841	2	50	,	,	PUNCT
cana-3841	2	51	411037	411037	NUM
cana-3841	2	52	,	,	PUNCT
cana-3841	2	53	maharashtra	maharashtra	PROPN
cana-3841	2	54	,	,	PUNCT
cana-3841	2	55	india	india	PROPN
cana-3841	2	56	.	.	PUNCT
cana-3841	3	1	2principal	2principal	NUM
cana-3841	3	2	,	,	PUNCT
cana-3841	3	3	indira	indira	PROPN
cana-3841	3	4	college	college	PROPN
cana-3841	3	5	of	of	ADP
cana-3841	3	6	engineering	engineering	NOUN
cana-3841	3	7	and	and	CCONJ
cana-3841	3	8	managment	managment	NOUN
cana-3841	3	9	,	,	PUNCT
cana-3841	3	10	pune	pune	NOUN
cana-3841	3	11	,	,	PUNCT
cana-3841	3	12	410506	410506	NUM
cana-3841	3	13	,	,	PUNCT
cana-3841	3	14	maharashtra	maharashtra	PROPN
cana-3841	3	15	,	,	PUNCT
cana-3841	3	16	india	india	PROPN
cana-3841	3	17	emailshailaja.uke@vit.edu	emailshailaja.uke@vit.edu	PROPN
cana-3841	3	18	,	,	PUNCT
cana-3841	3	19	nilesh.uke@gmail.com	nilesh.uke@gmail.com	PROPN
cana-3841	3	20	,	,	PUNCT
cana-3841	3	21	vishwajit.archit21@vit.edu	vishwajit.archit21@vit.edu	NOUN
cana-3841	3	22	,	,	PUNCT
cana-3841	3	23	maitrey.chitale21@vit.edu	maitrey.chitale21@vit.edu	NOUN
cana-3841	3	24	,	,	PUNCT
cana-3841	3	25	sharwari.deshmukh211@vit.edu	sharwari.deshmukh211@vit.edu	PROPN
cana-3841	3	26	,	,	PUNCT
cana-3841	3	27	atharva.deshpande212@vit.edu	atharva.deshpande212@vit.edu	NOUN
cana-3841	3	28	article	article	NOUN
cana-3841	3	29	history	history	NOUN
cana-3841	3	30	:	:	PUNCT
cana-3841	3	31	received	receive	VERB
cana-3841	3	32	:	:	PUNCT
cana-3841	3	33	12	12	NUM
cana-3841	3	34	-	-	SYM
cana-3841	3	35	11	11	NUM
cana-3841	3	36	-	-	PUNCT
cana-3841	3	37	2024	2024	NUM
cana-3841	3	38	revised:24	revised:24	X
cana-3841	3	39	-	-	PUNCT
cana-3841	3	40	12	12	NUM
cana-3841	3	41	-	-	PUNCT
cana-3841	3	42	2024	2024	NUM
cana-3841	3	43	accepted:09	accepted:09	NOUN
cana-3841	3	44	-	-	PUNCT
cana-3841	3	45	01	01	NUM
cana-3841	3	46	-	-	PUNCT
cana-3841	3	47	2025	2025	NUM
cana-3841	3	48	abstract	abstract	NOUN
cana-3841	3	49	:	:	PUNCT
cana-3841	3	50	in	in	ADP
cana-3841	3	51	today	today	NOUN
cana-3841	3	52	's	's	PART
cana-3841	3	53	era	era	NOUN
cana-3841	3	54	of	of	ADP
cana-3841	3	55	escalating	escalate	VERB
cana-3841	3	56	cyber	cyber	NOUN
cana-3841	3	57	threats	threat	NOUN
cana-3841	3	58	and	and	CCONJ
cana-3841	3	59	pervasive	pervasive	ADJ
cana-3841	3	60	digitization	digitization	NOUN
cana-3841	3	61	,	,	PUNCT
cana-3841	3	62	cybersecurity	cybersecurity	NOUN
cana-3841	3	63	is	be	AUX
cana-3841	3	64	essential	essential	ADJ
cana-3841	3	65	.	.	PUNCT
cana-3841	4	1	india	india	PROPN
cana-3841	4	2	faces	face	VERB
cana-3841	4	3	a	a	DET
cana-3841	4	4	surge	surge	NOUN
cana-3841	4	5	in	in	ADP
cana-3841	4	6	cyberattacks	cyberattack	NOUN
cana-3841	4	7	,	,	PUNCT
cana-3841	4	8	affecting	affect	VERB
cana-3841	4	9	both	both	CCONJ
cana-3841	4	10	government	government	NOUN
cana-3841	4	11	and	and	CCONJ
cana-3841	4	12	private	private	ADJ
cana-3841	4	13	sectors	sector	NOUN
cana-3841	4	14	.	.	PUNCT
cana-3841	5	1	sentinelos	sentinelos	NOUN
cana-3841	5	2	addresses	address	VERB
cana-3841	5	3	the	the	DET
cana-3841	5	4	dynamic	dynamic	ADJ
cana-3841	5	5	threat	threat	NOUN
cana-3841	5	6	landscape	landscape	NOUN
cana-3841	5	7	,	,	PUNCT
cana-3841	5	8	remote	remote	ADJ
cana-3841	5	9	work	work	NOUN
cana-3841	5	10	challenges	challenge	NOUN
cana-3841	5	11	,	,	PUNCT
cana-3841	5	12	regulatory	regulatory	ADJ
cana-3841	5	13	compliance	compliance	NOUN
cana-3841	5	14	,	,	PUNCT
cana-3841	5	15	supply	supply	NOUN
cana-3841	5	16	chain	chain	NOUN
cana-3841	5	17	vulnerabilities	vulnerability	NOUN
cana-3841	5	18	,	,	PUNCT
cana-3841	5	19	and	and	CCONJ
cana-3841	5	20	data	datum	NOUN
cana-3841	5	21	breach	breach	NOUN
cana-3841	5	22	costs	cost	NOUN
cana-3841	5	23	.	.	PUNCT
cana-3841	6	1	its	its	PRON
cana-3841	6	2	deep	deep	ADJ
cana-3841	6	3	learning	learning	NOUN
cana-3841	6	4	capabilities	capability	NOUN
cana-3841	6	5	and	and	CCONJ
cana-3841	6	6	robust	robust	ADJ
cana-3841	6	7	intrusion	intrusion	NOUN
cana-3841	6	8	detection	detection	NOUN
cana-3841	6	9	systems	system	NOUN
cana-3841	6	10	counter	counter	VERB
cana-3841	6	11	sophisticated	sophisticated	ADJ
cana-3841	6	12	attacks	attack	NOUN
cana-3841	6	13	.	.	PUNCT
cana-3841	7	1	sentinelos	sentinelo	NOUN
cana-3841	7	2	ensures	ensure	VERB
cana-3841	7	3	business	business	NOUN
cana-3841	7	4	continuity	continuity	NOUN
cana-3841	7	5	,	,	PUNCT
cana-3841	7	6	global	global	ADJ
cana-3841	7	7	awareness	awareness	NOUN
cana-3841	7	8	,	,	PUNCT
cana-3841	7	9	and	and	CCONJ
cana-3841	7	10	protection	protection	NOUN
cana-3841	7	11	for	for	ADP
cana-3841	7	12	education	education	NOUN
cana-3841	7	13	,	,	PUNCT
cana-3841	7	14	healthcare	healthcare	PROPN
cana-3841	7	15	,	,	PUNCT
cana-3841	7	16	and	and	CCONJ
cana-3841	7	17	e	e	NOUN
cana-3841	7	18	-	-	NOUN
cana-3841	7	19	commerce	commerce	NOUN
cana-3841	7	20	sectors	sector	NOUN
cana-3841	7	21	.	.	PUNCT
cana-3841	8	1	with	with	ADP
cana-3841	8	2	an	an	DET
cana-3841	8	3	intuitive	intuitive	ADJ
cana-3841	8	4	gui	gui	NOUN
cana-3841	8	5	,	,	PUNCT
cana-3841	8	6	custom	custom	NOUN
cana-3841	8	7	firewall	firewall	NOUN
cana-3841	8	8	,	,	PUNCT
cana-3841	8	9	snort	snort	VERB
cana-3841	8	10	integration	integration	NOUN
cana-3841	8	11	,	,	PUNCT
cana-3841	8	12	and	and	CCONJ
cana-3841	8	13	advanced	advanced	ADJ
cana-3841	8	14	intrusion	intrusion	NOUN
cana-3841	8	15	detection	detection	NOUN
cana-3841	8	16	,	,	PUNCT
cana-3841	8	17	sentinelos	sentinelo	NOUN
cana-3841	8	18	fortifies	fortify	VERB
cana-3841	8	19	organizational	organizational	ADJ
cana-3841	8	20	cybersecurity	cybersecurity	NOUN
cana-3841	8	21	,	,	PUNCT
cana-3841	8	22	adhering	adhere	VERB
cana-3841	8	23	to	to	ADP
cana-3841	8	24	industry	industry	NOUN
cana-3841	8	25	standards	standard	NOUN
cana-3841	8	26	and	and	CCONJ
cana-3841	8	27	providing	provide	VERB
cana-3841	8	28	scalability	scalability	NOUN
cana-3841	8	29	and	and	CCONJ
cana-3841	8	30	user	user	NOUN
cana-3841	8	31	customization	customization	NOUN
cana-3841	8	32	.	.	PUNCT
cana-3841	9	1	keywords	keyword	NOUN
cana-3841	9	2	:	:	PUNCT
cana-3841	9	3	snort	snort	NOUN
cana-3841	9	4	,	,	PUNCT
cana-3841	9	5	lynis	lynis	PROPN
cana-3841	9	6	,	,	PUNCT
cana-3841	9	7	ubuntu	ubuntu	NOUN
cana-3841	9	8	,	,	PUNCT
cana-3841	9	9	flutter	flutter	NOUN
cana-3841	9	10	,	,	PUNCT
cana-3841	9	11	luks	luks	INTJ
cana-3841	9	12	.	.	PROPN
cana-3841	10	1	1	1	NUM
cana-3841	10	2	.	.	X
cana-3841	10	3	introduction	introduction	NOUN
cana-3841	10	4	in	in	ADP
cana-3841	10	5	the	the	DET
cana-3841	10	6	modern	modern	ADJ
cana-3841	10	7	world	world	NOUN
cana-3841	10	8	where	where	SCONJ
cana-3841	10	9	the	the	DET
cana-3841	10	10	use	use	NOUN
cana-3841	10	11	of	of	ADP
cana-3841	10	12	digital	digital	ADJ
cana-3841	10	13	technologies	technology	NOUN
cana-3841	10	14	is	be	AUX
cana-3841	10	15	on	on	ADP
cana-3841	10	16	the	the	DET
cana-3841	10	17	rise	rise	NOUN
cana-3841	10	18	and	and	CCONJ
cana-3841	10	19	cyber	cyber	NOUN
cana-3841	10	20	threats	threat	NOUN
cana-3841	10	21	are	be	AUX
cana-3841	10	22	on	on	ADP
cana-3841	10	23	the	the	DET
cana-3841	10	24	rise	rise	NOUN
cana-3841	10	25	as	as	ADV
cana-3841	10	26	well	well	ADV
cana-3841	10	27	,	,	PUNCT
cana-3841	10	28	it	it	PRON
cana-3841	10	29	is	be	AUX
cana-3841	10	30	crucial	crucial	ADJ
cana-3841	10	31	to	to	PART
cana-3841	10	32	have	have	VERB
cana-3841	10	33	security	security	NOUN
cana-3841	10	34	.	.	PUNCT
cana-3841	11	1	india	india	PROPN
cana-3841	11	2	has	have	AUX
cana-3841	11	3	seen	see	VERB
cana-3841	11	4	a	a	DET
cana-3841	11	5	steady	steady	ADJ
cana-3841	11	6	increase	increase	NOUN
cana-3841	11	7	in	in	ADP
cana-3841	11	8	its	its	PRON
cana-3841	11	9	internet	internet	NOUN
cana-3841	11	10	users	user	NOUN
cana-3841	11	11	and	and	CCONJ
cana-3841	11	12	has	have	AUX
cana-3841	11	13	thus	thus	ADV
cana-3841	11	14	witnessed	witness	VERB
cana-3841	11	15	a	a	DET
cana-3841	11	16	rising	rise	VERB
cana-3841	11	17	trend	trend	NOUN
cana-3841	11	18	of	of	ADP
cana-3841	11	19	cyber	cyber	ADJ
cana-3841	11	20	-	-	PUNCT
cana-3841	11	21	criminal	criminal	ADJ
cana-3841	11	22	activities	activity	NOUN
cana-3841	11	23	affecting	affect	VERB
cana-3841	11	24	both	both	CCONJ
cana-3841	11	25	the	the	DET
cana-3841	11	26	government	government	NOUN
cana-3841	11	27	and	and	CCONJ
cana-3841	11	28	private	private	ADJ
cana-3841	11	29	sectors	sector	NOUN
cana-3841	11	30	.	.	PUNCT
cana-3841	12	1	in	in	ADP
cana-3841	12	2	2023	2023	NUM
cana-3841	12	3	,	,	PUNCT
cana-3841	12	4	defence	defence	NOUN
cana-3841	12	5	ministry	ministry	PROPN
cana-3841	12	6	of	of	ADP
cana-3841	12	7	india	india	PROPN
cana-3841	12	8	decided	decide	VERB
cana-3841	12	9	to	to	PART
cana-3841	12	10	move	move	VERB
cana-3841	12	11	to	to	ADP
cana-3841	12	12	a	a	DET
cana-3841	12	13	more	more	ADV
cana-3841	12	14	secure	secure	ADJ
cana-3841	12	15	maya	maya	NOUN
cana-3841	12	16	os	os	PROPN
cana-3841	12	17	[	[	X
cana-3841	12	18	1	1	X
cana-3841	12	19	]	]	PUNCT
cana-3841	12	20	in	in	ADP
cana-3841	12	21	order	order	NOUN
cana-3841	12	22	to	to	PART
cana-3841	12	23	mitigate	mitigate	VERB
cana-3841	12	24	from	from	ADP
cana-3841	12	25	attacks	attack	NOUN
cana-3841	12	26	.	.	PUNCT
cana-3841	13	1	these	these	DET
cana-3841	13	2	attacks	attack	NOUN
cana-3841	13	3	result	result	VERB
cana-3841	13	4	in	in	ADP
cana-3841	13	5	loss	loss	NOUN
cana-3841	13	6	of	of	ADP
cana-3841	13	7	funds	fund	NOUN
cana-3841	13	8	,	,	PUNCT
cana-3841	13	9	loss	loss	NOUN
cana-3841	13	10	of	of	ADP
cana-3841	13	11	data	datum	NOUN
cana-3841	13	12	and	and	CCONJ
cana-3841	13	13	personal	personal	ADJ
cana-3841	13	14	information	information	NOUN
cana-3841	13	15	which	which	PRON
cana-3841	13	16	emphasize	emphasize	VERB
cana-3841	13	17	the	the	DET
cana-3841	13	18	need	need	NOUN
cana-3841	13	19	for	for	ADP
cana-3841	13	20	strong	strong	ADJ
cana-3841	13	21	cybersecurity	cybersecurity	NOUN
cana-3841	13	22	.	.	PUNCT
cana-3841	14	1	to	to	ADP
cana-3841	14	2	this	this	DET
cana-3841	14	3	end	end	NOUN
cana-3841	14	4	,	,	PUNCT
cana-3841	14	5	sentinelos	sentinelo	NOUN
cana-3841	14	6	has	have	AUX
cana-3841	14	7	been	be	AUX
cana-3841	14	8	designed	design	VERB
cana-3841	14	9	as	as	ADP
cana-3841	14	10	an	an	DET
cana-3841	14	11	all	all	ADV
cana-3841	14	12	-	-	PUNCT
cana-3841	14	13	encompassing	encompass	VERB
cana-3841	14	14	and	and	CCONJ
cana-3841	14	15	flexible	flexible	ADJ
cana-3841	14	16	cybersecurity	cybersecurity	NOUN
cana-3841	14	17	solution	solution	NOUN
cana-3841	14	18	.	.	PUNCT
cana-3841	15	1	it	it	PRON
cana-3841	15	2	is	be	AUX
cana-3841	15	3	designed	design	VERB
cana-3841	15	4	to	to	PART
cana-3841	15	5	offer	offer	VERB
cana-3841	15	6	high	high	ADJ
cana-3841	15	7	levels	level	NOUN
cana-3841	15	8	of	of	ADP
cana-3841	15	9	protection	protection	NOUN
cana-3841	15	10	against	against	ADP
cana-3841	15	11	the	the	DET
cana-3841	15	12	ever	ever	ADV
cana-3841	15	13	-	-	PUNCT
cana-3841	15	14	increasing	increase	VERB
cana-3841	15	15	threats	threat	NOUN
cana-3841	15	16	while	while	SCONJ
cana-3841	15	17	at	at	ADP
cana-3841	15	18	the	the	DET
cana-3841	15	19	same	same	ADJ
cana-3841	15	20	time	time	NOUN
cana-3841	15	21	being	be	AUX
cana-3841	15	22	able	able	ADJ
cana-3841	15	23	to	to	PART
cana-3841	15	24	integrate	integrate	VERB
cana-3841	15	25	with	with	ADP
cana-3841	15	26	other	other	ADJ
cana-3841	15	27	systems	system	NOUN
cana-3841	15	28	,	,	PUNCT
cana-3841	15	29	be	be	AUX
cana-3841	15	30	easy	easy	ADJ
cana-3841	15	31	to	to	PART
cana-3841	15	32	use	use	VERB
cana-3841	15	33	and	and	CCONJ
cana-3841	15	34	meet	meet	VERB
cana-3841	15	35	the	the	DET
cana-3841	15	36	required	require	VERB
cana-3841	15	37	industry	industry	NOUN
cana-3841	15	38	standards	standard	NOUN
cana-3841	15	39	.	.	PUNCT
cana-3841	16	1	sentinelos	sentinelo	NOUN
cana-3841	16	2	helps	help	VERB
cana-3841	16	3	in	in	ADP
cana-3841	16	4	meeting	meet	VERB
cana-3841	16	5	the	the	DET
cana-3841	16	6	most	most	ADV
cana-3841	16	7	prominent	prominent	ADJ
cana-3841	16	8	drivers	driver	NOUN
cana-3841	16	9	of	of	ADP
cana-3841	16	10	cybersecurity	cybersecurity	NOUN
cana-3841	16	11	which	which	PRON
cana-3841	16	12	include	include	VERB
cana-3841	16	13	the	the	DET
cana-3841	16	14	dynamic	dynamic	ADJ
cana-3841	16	15	and	and	CCONJ
cana-3841	16	16	complex	complex	ADJ
cana-3841	16	17	threat	threat	NOUN
cana-3841	16	18	environment	environment	NOUN
cana-3841	16	19	,	,	PUNCT
cana-3841	16	20	increased	increase	VERB
cana-3841	16	21	gdpr	gdpr	NOUN
cana-3841	16	22	risk	risk	NOUN
cana-3841	16	23	and	and	CCONJ
cana-3841	16	24	environment	environment	NOUN
cana-3841	16	25	hipaa	hipaa	NOUN
cana-3841	16	26	.	.	PUNCT
cana-3841	17	1	due	due	ADJ
cana-3841	17	2	it	it	PRON
cana-3841	17	3	and	and	CCONJ
cana-3841	17	4	to	to	ADP
cana-3841	17	5	avoiding	avoid	VERB
cana-3841	17	6	also	also	ADV
cana-3841	17	7	remote	remote	ADJ
cana-3841	17	8	business	business	NOUN
cana-3841	17	9	helps	help	VERB
cana-3841	17	10	work	work	NOUN
cana-3841	17	11	,	,	PUNCT
cana-3841	17	12	disruption	disruption	NOUN
cana-3841	17	13	in	in	ADV
cana-3841	17	14	and	and	CCONJ
cana-3841	17	15	which	which	PRON
cana-3841	17	16	addressing	address	VERB
cana-3841	17	17	sectoral	sectoral	ADJ
cana-3841	18	1	the	the	PRON
cana-3841	18	2	are	be	AUX
cana-3841	18	3	supply	supply	NOUN
cana-3841	18	4	requirements	requirement	NOUN
cana-3841	18	5	costly	costly	ADJ
cana-3841	18	6	.	.	PUNCT
cana-3841	19	1	increasing	increase	VERB
cana-3841	19	2	chain	chain	NOUN
cana-3841	19	3	in	in	ADP
cana-3841	19	4	in	in	ADP
cana-3841	19	5	compliance	compliance	NOUN
cana-3841	19	6	risks	risk	NOUN
cana-3841	19	7	,	,	PUNCT
cana-3841	19	8	education	education	NOUN
cana-3841	19	9	,	,	PUNCT
cana-3841	19	10	defenses	defense	NOUN
cana-3841	19	11	.	.	PUNCT
cana-3841	20	1	some	some	DET
cana-3841	20	2	addition	addition	NOUN
cana-3841	20	3	,	,	PUNCT
cana-3841	20	4	requirements	requirement	VERB
cana-3841	20	5	the	the	DET
cana-3841	20	6	healthcare	healthcare	NOUN
cana-3841	20	7	,	,	PUNCT
cana-3841	20	8	of	of	ADP
cana-3841	20	9	the	the	DET
cana-3841	20	10	such	such	ADJ
cana-3841	20	11	financial	financial	ADJ
cana-3841	20	12	e	e	NOUN
cana-3841	20	13	-	-	NOUN
cana-3841	20	14	commerce	commerce	NOUN
cana-3841	20	15	,	,	PUNCT
cana-3841	20	16	the	the	DET
cana-3841	20	17	sentinelos	sentinelos	NOUN
cana-3841	20	18	as	as	ADP
cana-3841	20	19	impacts	impact	NOUN
cana-3841	20	20	and	and	CCONJ
cana-3841	20	21	enhanced	enhanced	ADJ
cana-3841	20	22	learning	learning	NOUN
cana-3841	20	23	-	-	PUNCT
cana-3841	20	24	based	base	VERB
cana-3841	20	25	is	be	AUX
cana-3841	20	26	the	the	PRON
cana-3841	20	27	of	of	ADP
cana-3841	20	28	government	government	NOUN
cana-3841	20	29	features	feature	VERB
cana-3841	20	30	intrusion	intrusion	NOUN
cana-3841	20	31	developed	develop	VERB
cana-3841	20	32	breaches	breach	NOUN
cana-3841	20	33	,	,	PUNCT
cana-3841	20	34	to	to	ADP
cana-3841	20	35	that	that	DET
cana-3841	20	36	detection	detection	NOUN
cana-3841	20	37	to	to	PART
cana-3841	20	38	match	match	VERB
cana-3841	20	39	are	be	AUX
cana-3841	20	40	system	system	NOUN
cana-3841	20	41	audit	audit	NOUN
cana-3841	20	42	meet	meet	VERB
cana-3841	20	43	the	the	DET
cana-3841	20	44	incorporated	incorporated	ADJ
cana-3841	20	45	using	use	VERB
cana-3841	20	46	done	do	VERB
cana-3841	20	47	global	global	NOUN
cana-3841	20	48	into	into	ADP
cana-3841	20	49	the	the	DET
cana-3841	20	50	snort	snort	NOUN
cana-3841	20	51	,	,	PUNCT
cana-3841	20	52	by	by	ADP
cana-3841	20	53	efforts	effort	NOUN
cana-3841	20	54	the	the	DET
cana-3841	20	55	file	file	NOUN
cana-3841	20	56	lynis	lynis	NOUN
cana-3841	20	57	.	.	PUNCT
cana-3841	21	1	in	in	ADP
cana-3841	21	2	project	project	NOUN
cana-3841	21	3	mailto:nilesh.uke@gmail.com	mailto:nilesh.uke@gmail.com	NOUN
cana-3841	21	4	mailto:maitrey.chitale21@vit.edu	mailto:maitrey.chitale21@vit.edu	PROPN
cana-3841	21	5	mailto:sharwari.deshmukh211@vit.edu	mailto:sharwari.deshmukh211@vit.edu	PROPN
cana-3841	21	6	communications	communication	NOUN
cana-3841	21	7	on	on	ADP
cana-3841	21	8	applied	apply	VERB
cana-3841	21	9	nonlinear	nonlinear	ADJ
cana-3841	21	10	analysis	analysis	NOUN
cana-3841	21	11	issn	issn	NOUN
cana-3841	21	12	:	:	PUNCT
cana-3841	21	13	1074	1074	NUM
cana-3841	21	14	-	-	PUNCT
cana-3841	21	15	133x	133x	NUM
cana-3841	21	16	vol	vol	NOUN
cana-3841	21	17	32	32	NUM
cana-3841	21	18	no	no	NOUN
cana-3841	21	19	.	.	PUNCT
cana-3841	22	1	9s	9s	NUM
cana-3841	22	2	(	(	PUNCT
cana-3841	22	3	2025	2025	NUM
cana-3841	22	4	)	)	PUNCT
cana-3841	22	5	100	100	NUM
cana-3841	23	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-3841	23	2	integrity	integrity	NOUN
cana-3841	23	3	enhancing	enhance	VERB
cana-3841	23	4	include	include	VERB
cana-3841	23	5	monitoring	monitor	VERB
cana-3841	23	6	it	it	PRON
cana-3841	23	7	cybersecurity	cybersecurity	NOUN
cana-3841	24	1	a	a	DET
cana-3841	24	2	through	through	ADP
cana-3841	24	3	also	also	ADV
cana-3841	24	4	custom	custom	PROPN
cana-3841	24	5	aide	aide	NOUN
cana-3841	24	6	,	,	PUNCT
cana-3841	24	7	has	have	VERB
cana-3841	24	8	firewall	firewall	NOUN
cana-3841	24	9	,	,	PUNCT
cana-3841	24	10	and	and	CCONJ
cana-3841	24	11	a	a	DET
cana-3841	24	12	a	a	DET
cana-3841	24	13	a	a	DET
cana-3841	24	14	graphical	graphical	ADJ
cana-3841	24	15	deep	deep	ADJ
cana-3841	24	16	regular	regular	ADJ
cana-3841	24	17	user	user	NOUN
cana-3841	24	18	system	system	NOUN
cana-3841	24	19	interface	interface	NOUN
cana-3841	24	20	making	make	VERB
cana-3841	24	21	it	it	PRON
cana-3841	24	22	easy	easy	ADJ
cana-3841	24	23	for	for	ADP
cana-3841	24	24	individuals	individual	NOUN
cana-3841	24	25	who	who	PRON
cana-3841	24	26	are	be	AUX
cana-3841	24	27	not	not	PART
cana-3841	24	28	conversant	conversant	ADJ
cana-3841	24	29	with	with	ADP
cana-3841	24	30	technical	technical	ADJ
cana-3841	24	31	terms	term	NOUN
cana-3841	24	32	to	to	PART
cana-3841	24	33	use	use	VERB
cana-3841	24	34	it	it	PRON
cana-3841	24	35	.	.	PUNCT
cana-3841	25	1	sentinelos	sentinelo	NOUN
cana-3841	25	2	is	be	AUX
cana-3841	25	3	highly	highly	ADV
cana-3841	25	4	adaptable	adaptable	ADJ
cana-3841	25	5	and	and	CCONJ
cana-3841	25	6	can	can	AUX
cana-3841	25	7	grow	grow	VERB
cana-3841	25	8	with	with	ADP
cana-3841	25	9	your	your	PRON
cana-3841	25	10	business	business	NOUN
cana-3841	25	11	,	,	PUNCT
cana-3841	25	12	meaning	mean	VERB
cana-3841	25	13	that	that	SCONJ
cana-3841	25	14	organizations	organization	NOUN
cana-3841	25	15	can	can	AUX
cana-3841	25	16	start	start	VERB
cana-3841	25	17	small	small	ADJ
cana-3841	25	18	and	and	CCONJ
cana-3841	25	19	gradually	gradually	ADV
cana-3841	25	20	add	add	VERB
cana-3841	25	21	more	more	ADJ
cana-3841	25	22	security	security	NOUN
cana-3841	25	23	features	feature	NOUN
cana-3841	25	24	as	as	SCONJ
cana-3841	25	25	they	they	PRON
cana-3841	25	26	require	require	VERB
cana-3841	25	27	.	.	PUNCT
cana-3841	26	1	also	also	ADV
cana-3841	26	2	,	,	PUNCT
cana-3841	26	3	it	it	PRON
cana-3841	26	4	has	have	VERB
cana-3841	26	5	strong	strong	ADJ
cana-3841	26	6	os	os	ADJ
cana-3841	26	7	hardening	harden	VERB
cana-3841	26	8	options	option	NOUN
cana-3841	26	9	and	and	CCONJ
cana-3841	26	10	security	security	NOUN
cana-3841	26	11	settings	setting	NOUN
cana-3841	26	12	that	that	PRON
cana-3841	26	13	can	can	AUX
cana-3841	26	14	be	be	AUX
cana-3841	26	15	easily	easily	ADV
cana-3841	26	16	configured	configure	VERB
cana-3841	26	17	depending	depend	VERB
cana-3841	26	18	on	on	ADP
cana-3841	26	19	the	the	DET
cana-3841	26	20	organization	organization	NOUN
cana-3841	26	21	’s	’s	PART
cana-3841	26	22	needs	need	NOUN
cana-3841	26	23	.	.	PUNCT
cana-3841	27	1	fig	fig	NOUN
cana-3841	27	2	.	.	PUNCT
cana-3841	28	1	1cyber	1cyber	NUM
cana-3841	28	2	attacks	attack	NOUN
cana-3841	28	3	over	over	ADP
cana-3841	28	4	the	the	DET
cana-3841	28	5	time	time	NOUN
cana-3841	28	6	2	2	NUM
cana-3841	28	7	.	.	PUNCT
cana-3841	28	8	literature	literature	NOUN
cana-3841	28	9	survey	survey	NOUN
cana-3841	28	10	following	follow	VERB
cana-3841	28	11	were	be	AUX
cana-3841	28	12	the	the	DET
cana-3841	28	13	papers	paper	NOUN
cana-3841	28	14	that	that	PRON
cana-3841	28	15	we	we	PRON
cana-3841	28	16	referred	refer	VERB
cana-3841	28	17	as	as	ADP
cana-3841	28	18	a	a	DET
cana-3841	28	19	part	part	NOUN
cana-3841	28	20	of	of	ADP
cana-3841	28	21	literature	literature	NOUN
cana-3841	28	22	survey	survey	NOUN
cana-3841	28	23	.	.	PUNCT
cana-3841	29	1	paper	paper	NOUN
cana-3841	30	1	[	[	X
cana-3841	30	2	2	2	X
cana-3841	30	3	]	]	PUNCT
cana-3841	30	4	investigates	investigate	VERB
cana-3841	30	5	the	the	DET
cana-3841	30	6	radiation	radiation	NOUN
cana-3841	30	7	reliability	reliability	NOUN
cana-3841	30	8	of	of	ADP
cana-3841	30	9	two	two	NUM
cana-3841	30	10	real	real	ADJ
cana-3841	30	11	-	-	PUNCT
cana-3841	30	12	time	time	NOUN
cana-3841	30	13	operating	operating	NOUN
cana-3841	30	14	systems	system	NOUN
cana-3841	30	15	(	(	PUNCT
cana-3841	30	16	rtos	rtos	NOUN
cana-3841	30	17	)	)	PUNCT
cana-3841	30	18	designed	design	VERB
cana-3841	30	19	for	for	ADP
cana-3841	30	20	dependability	dependability	NOUN
cana-3841	30	21	:	:	PUNCT
cana-3841	30	22	ecos	ecos	PROPN
cana-3841	30	23	and	and	CCONJ
cana-3841	30	24	dosek	dosek	PROPN
cana-3841	30	25	.	.	PUNCT
cana-3841	31	1	both	both	DET
cana-3841	31	2	systems	system	NOUN
cana-3841	31	3	were	be	AUX
cana-3841	31	4	tested	test	VERB
cana-3841	31	5	under	under	ADP
cana-3841	31	6	neutron	neutron	NOUN
cana-3841	31	7	radiation	radiation	NOUN
cana-3841	31	8	,	,	PUNCT
cana-3841	31	9	demonstrating	demonstrate	VERB
cana-3841	31	10	significant	significant	ADJ
cana-3841	31	11	reductions	reduction	NOUN
cana-3841	31	12	in	in	ADP
cana-3841	31	13	failure	failure	NOUN
cana-3841	31	14	rates	rate	NOUN
cana-3841	31	15	with	with	ADP
cana-3841	31	16	their	their	PRON
cana-3841	31	17	respective	respective	ADJ
cana-3841	31	18	fault	fault	NOUN
cana-3841	31	19	tolerance	tolerance	NOUN
cana-3841	31	20	mechanisms	mechanism	NOUN
cana-3841	31	21	,	,	PUNCT
cana-3841	31	22	such	such	ADJ
cana-3841	31	23	as	as	ADP
cana-3841	31	24	error	error	NOUN
cana-3841	31	25	detection	detection	NOUN
cana-3841	31	26	and	and	CCONJ
cana-3841	31	27	recovery	recovery	NOUN
cana-3841	31	28	techniques	technique	NOUN
cana-3841	31	29	.	.	PUNCT
cana-3841	32	1	in	in	ADP
cana-3841	32	2	paper	paper	NOUN
cana-3841	32	3	[	[	X
cana-3841	32	4	3	3	X
cana-3841	32	5	]	]	PUNCT
cana-3841	32	6	describes	describe	VERB
cana-3841	32	7	a	a	DET
cana-3841	32	8	method	method	NOUN
cana-3841	32	9	for	for	ADP
cana-3841	32	10	creating	create	VERB
cana-3841	32	11	a	a	DET
cana-3841	32	12	hardened	hardened	ADJ
cana-3841	32	13	debian	debian	ADJ
cana-3841	32	14	linux	linux	PROPN
cana-3841	32	15	virtual	virtual	ADJ
cana-3841	32	16	machine	machine	NOUN
cana-3841	32	17	image	image	NOUN
cana-3841	32	18	for	for	ADP
cana-3841	32	19	the	the	DET
cana-3841	32	20	azure	azure	ADJ
cana-3841	32	21	cloud	cloud	NOUN
cana-3841	32	22	,	,	PUNCT
cana-3841	32	23	adhering	adhere	VERB
cana-3841	32	24	to	to	ADP
cana-3841	32	25	specific	specific	ADJ
cana-3841	32	26	security	security	NOUN
cana-3841	32	27	requirements	requirement	NOUN
cana-3841	32	28	.	.	PUNCT
cana-3841	33	1	the	the	DET
cana-3841	33	2	research	research	NOUN
cana-3841	33	3	involved	involve	VERB
cana-3841	33	4	analyzing	analyze	VERB
cana-3841	33	5	existing	exist	VERB
cana-3841	33	6	standards	standard	NOUN
cana-3841	33	7	,	,	PUNCT
cana-3841	33	8	developing	develop	VERB
cana-3841	33	9	a	a	DET
cana-3841	33	10	tailored	tailored	ADJ
cana-3841	33	11	hardening	harden	VERB
cana-3841	33	12	standard	standard	NOUN
cana-3841	33	13	for	for	ADP
cana-3841	33	14	debian	debian	NOUN
cana-3841	33	15	,	,	PUNCT
cana-3841	33	16	and	and	CCONJ
cana-3841	33	17	utilizing	utilize	VERB
cana-3841	33	18	tools	tool	NOUN
cana-3841	33	19	like	like	ADP
cana-3841	33	20	packer	packer	NOUN
cana-3841	33	21	and	and	CCONJ
cana-3841	33	22	chef	chef	NOUN
cana-3841	33	23	to	to	PART
cana-3841	33	24	automate	automate	VERB
cana-3841	33	25	the	the	DET
cana-3841	33	26	image	image	NOUN
cana-3841	33	27	creation	creation	NOUN
cana-3841	33	28	process	process	NOUN
cana-3841	33	29	,	,	PUNCT
cana-3841	33	30	ensuring	ensure	VERB
cana-3841	33	31	compliance	compliance	NOUN
cana-3841	33	32	with	with	ADP
cana-3841	33	33	security	security	NOUN
cana-3841	33	34	best	good	ADJ
cana-3841	33	35	practices	practice	NOUN
cana-3841	33	36	.	.	PUNCT
cana-3841	34	1	paper	paper	NOUN
cana-3841	35	1	[	[	X
cana-3841	35	2	4	4	X
cana-3841	35	3	]	]	PUNCT
cana-3841	35	4	analyzes	analyze	VERB
cana-3841	35	5	the	the	DET
cana-3841	35	6	impact	impact	NOUN
cana-3841	35	7	of	of	ADP
cana-3841	35	8	operating	operating	NOUN
cana-3841	35	9	systems	system	NOUN
cana-3841	35	10	on	on	ADP
cana-3841	35	11	the	the	DET
cana-3841	35	12	reliability	reliability	NOUN
cana-3841	35	13	of	of	ADP
cana-3841	35	14	safety	safety	NOUN
cana-3841	35	15	-	-	PUNCT
cana-3841	35	16	critical	critical	ADJ
cana-3841	35	17	systems	system	NOUN
cana-3841	35	18	.	.	PUNCT
cana-3841	36	1	the	the	DET
cana-3841	36	2	study	study	NOUN
cana-3841	36	3	focuses	focus	VERB
cana-3841	36	4	on	on	ADP
cana-3841	36	5	identifying	identify	VERB
cana-3841	36	6	and	and	CCONJ
cana-3841	36	7	mitigating	mitigate	VERB
cana-3841	36	8	soft	soft	ADJ
cana-3841	36	9	errors	error	NOUN
cana-3841	36	10	in	in	ADP
cana-3841	36	11	the	the	DET
cana-3841	36	12	freertos	freertos	ADJ
cana-3841	36	13	operating	operating	NOUN
cana-3841	36	14	system	system	NOUN
cana-3841	36	15	,	,	PUNCT
cana-3841	36	16	proposing	propose	VERB
cana-3841	36	17	techniques	technique	NOUN
cana-3841	36	18	like	like	ADP
cana-3841	36	19	redundancy	redundancy	NOUN
cana-3841	36	20	and	and	CCONJ
cana-3841	36	21	error	error	NOUN
cana-3841	36	22	correction	correction	NOUN
cana-3841	36	23	mechanisms	mechanism	NOUN
cana-3841	36	24	to	to	PART
cana-3841	36	25	enhance	enhance	VERB
cana-3841	36	26	its	its	PRON
cana-3841	36	27	robustness	robustness	NOUN
cana-3841	36	28	and	and	CCONJ
cana-3841	36	29	prevent	prevent	VERB
cana-3841	36	30	system	system	NOUN
cana-3841	36	31	failures	failure	NOUN
cana-3841	36	32	in	in	ADP
cana-3841	36	33	critical	critical	ADJ
cana-3841	36	34	applications.paper	applications.paper	PROPN
cana-3841	37	1	[	[	X
cana-3841	37	2	5	5	NUM
cana-3841	37	3	]	]	PUNCT
cana-3841	37	4	introduces	introduce	VERB
cana-3841	37	5	a	a	DET
cana-3841	37	6	system	system	NOUN
cana-3841	37	7	hardening	harden	VERB
cana-3841	37	8	architecture	architecture	NOUN
cana-3841	37	9	that	that	PRON
cana-3841	37	10	integrates	integrate	VERB
cana-3841	37	11	multiple	multiple	ADJ
cana-3841	37	12	security	security	NOUN
cana-3841	37	13	functions	function	NOUN
cana-3841	37	14	into	into	ADP
cana-3841	37	15	a	a	DET
cana-3841	37	16	single	single	ADJ
cana-3841	37	17	module	module	NOUN
cana-3841	37	18	,	,	PUNCT
cana-3841	37	19	creating	create	VERB
cana-3841	37	20	a	a	DET
cana-3841	37	21	layered	layered	ADJ
cana-3841	37	22	defense	defense	NOUN
cana-3841	37	23	system	system	NOUN
cana-3841	37	24	.	.	PUNCT
cana-3841	38	1	this	this	DET
cana-3841	38	2	approach	approach	NOUN
cana-3841	38	3	aims	aim	VERB
cana-3841	38	4	to	to	PART
cana-3841	38	5	increase	increase	VERB
cana-3841	38	6	the	the	DET
cana-3841	38	7	difficulty	difficulty	NOUN
cana-3841	38	8	for	for	ADP
cana-3841	38	9	attackers	attacker	NOUN
cana-3841	38	10	by	by	ADP
cana-3841	38	11	requiring	require	VERB
cana-3841	38	12	them	they	PRON
cana-3841	38	13	to	to	PART
cana-3841	38	14	breach	breach	VERB
cana-3841	38	15	multiple	multiple	ADJ
cana-3841	38	16	layers	layer	NOUN
cana-3841	38	17	of	of	ADP
cana-3841	38	18	protection	protection	NOUN
cana-3841	38	19	before	before	ADP
cana-3841	38	20	accessing	access	VERB
cana-3841	38	21	critical	critical	ADJ
cana-3841	38	22	data	datum	NOUN
cana-3841	38	23	,	,	PUNCT
cana-3841	38	24	thus	thus	ADV
cana-3841	38	25	enhancing	enhance	VERB
cana-3841	38	26	the	the	DET
cana-3841	38	27	overall	overall	ADJ
cana-3841	38	28	security	security	NOUN
cana-3841	38	29	posture	posture	NOUN
cana-3841	38	30	of	of	ADP
cana-3841	38	31	the	the	DET
cana-3841	38	32	system	system	NOUN
cana-3841	38	33	.	.	PUNCT
cana-3841	39	1	book	book	NOUN
cana-3841	40	1	[	[	X
cana-3841	40	2	6	6	NUM
cana-3841	40	3	]	]	PUNCT
cana-3841	40	4	provides	provide	VERB
cana-3841	40	5	a	a	DET
cana-3841	40	6	comprehensive	comprehensive	ADJ
cana-3841	40	7	guide	guide	NOUN
cana-3841	40	8	to	to	ADP
cana-3841	40	9	hardening	harden	VERB
cana-3841	40	10	and	and	CCONJ
cana-3841	40	11	securing	secure	VERB
cana-3841	40	12	linux	linux	PROPN
cana-3841	40	13	hosts	host	NOUN
cana-3841	40	14	and	and	CCONJ
cana-3841	40	15	common	common	ADJ
cana-3841	40	16	applications	application	NOUN
cana-3841	40	17	.	.	PUNCT
cana-3841	41	1	it	it	PRON
cana-3841	41	2	offers	offer	VERB
cana-3841	41	3	practical	practical	ADJ
cana-3841	41	4	advice	advice	NOUN
cana-3841	41	5	on	on	ADP
cana-3841	41	6	enhancing	enhance	VERB
cana-3841	41	7	security	security	NOUN
cana-3841	41	8	measures	measure	NOUN
cana-3841	41	9	,	,	PUNCT
cana-3841	41	10	such	such	ADJ
cana-3841	41	11	as	as	ADP
cana-3841	41	12	firewall	firewall	NOUN
cana-3841	41	13	configuration	configuration	NOUN
cana-3841	41	14	and	and	CCONJ
cana-3841	41	15	securing	secure	VERB
cana-3841	41	16	network	network	NOUN
cana-3841	41	17	connections	connection	NOUN
cana-3841	41	18	,	,	PUNCT
cana-3841	41	19	while	while	SCONJ
cana-3841	41	20	emphasizing	emphasize	VERB
cana-3841	41	21	the	the	DET
cana-3841	41	22	importance	importance	NOUN
cana-3841	41	23	of	of	ADP
cana-3841	41	24	minimizing	minimize	VERB
cana-3841	41	25	risks	risk	NOUN
cana-3841	41	26	without	without	ADP
cana-3841	41	27	significantly	significantly	ADV
cana-3841	41	28	impacting	impact	VERB
cana-3841	41	29	user	user	NOUN
cana-3841	41	30	functionality	functionality	NOUN
cana-3841	41	31	,	,	PUNCT
cana-3841	41	32	ensuring	ensure	VERB
cana-3841	41	33	a	a	DET
cana-3841	41	34	balance	balance	NOUN
cana-3841	41	35	between	between	ADP
cana-3841	41	36	security	security	NOUN
cana-3841	41	37	and	and	CCONJ
cana-3841	41	38	usability	usability	NOUN
cana-3841	41	39	.	.	PUNCT
cana-3841	42	1	paper	paper	NOUN
cana-3841	43	1	[	[	X
cana-3841	43	2	7	7	X
cana-3841	43	3	]	]	PUNCT
cana-3841	43	4	proposes	propose	VERB
cana-3841	43	5	an	an	DET
cana-3841	43	6	automated	automate	VERB
cana-3841	43	7	approach	approach	NOUN
cana-3841	43	8	to	to	ADP
cana-3841	43	9	correcting	correct	VERB
cana-3841	43	10	misconfigurations	misconfiguration	NOUN
cana-3841	43	11	in	in	ADP
cana-3841	43	12	operating	operating	NOUN
cana-3841	43	13	systems	system	NOUN
cana-3841	43	14	.	.	PUNCT
cana-3841	44	1	by	by	ADP
cana-3841	44	2	generating	generate	VERB
cana-3841	44	3	capability	capability	NOUN
cana-3841	44	4	dependency	dependency	NOUN
cana-3841	44	5	graphs	graph	NOUN
cana-3841	44	6	and	and	CCONJ
cana-3841	44	7	utilizing	utilize	VERB
cana-3841	44	8	maxsat	maxsat	ADJ
cana-3841	44	9	solving	solving	NOUN
cana-3841	44	10	,	,	PUNCT
cana-3841	44	11	the	the	DET
cana-3841	44	12	method	method	NOUN
cana-3841	44	13	aims	aim	VERB
cana-3841	44	14	to	to	PART
cana-3841	44	15	identify	identify	VERB
cana-3841	44	16	and	and	CCONJ
cana-3841	44	17	address	address	VERB
cana-3841	44	18	security	security	NOUN
cana-3841	44	19	vulnerabilities	vulnerability	NOUN
cana-3841	44	20	while	while	SCONJ
cana-3841	44	21	minimizing	minimize	VERB
cana-3841	44	22	the	the	DET
cana-3841	44	23	impact	impact	NOUN
cana-3841	44	24	on	on	ADP
cana-3841	44	25	system	system	NOUN
cana-3841	44	26	usability	usability	NOUN
cana-3841	44	27	,	,	PUNCT
cana-3841	44	28	allowing	allow	VERB
cana-3841	44	29	for	for	SCONJ
cana-3841	44	30	communications	communication	NOUN
cana-3841	44	31	on	on	ADP
cana-3841	44	32	applied	apply	VERB
cana-3841	44	33	nonlinear	nonlinear	ADJ
cana-3841	44	34	analysis	analysis	NOUN
cana-3841	44	35	issn	issn	NOUN
cana-3841	44	36	:	:	PUNCT
cana-3841	44	37	1074	1074	NUM
cana-3841	44	38	-	-	PUNCT
cana-3841	44	39	133x	133x	NUM
cana-3841	44	40	vol	vol	NOUN
cana-3841	44	41	32	32	NUM
cana-3841	44	42	no	no	NOUN
cana-3841	44	43	.	.	PUNCT
cana-3841	45	1	9s	9s	NUM
cana-3841	45	2	(	(	PUNCT
cana-3841	45	3	2025	2025	NUM
cana-3841	45	4	)	)	PUNCT
cana-3841	45	5	101	101	NUM
cana-3841	46	1	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-3841	46	2	more	more	ADV
cana-3841	46	3	efficient	efficient	ADJ
cana-3841	46	4	and	and	CCONJ
cana-3841	46	5	effective	effective	ADJ
cana-3841	46	6	security	security	NOUN
cana-3841	46	7	policy	policy	NOUN
cana-3841	46	8	management	management	NOUN
cana-3841	46	9	.	.	PUNCT
cana-3841	47	1	paper	paper	NOUN
cana-3841	48	1	[	[	X
cana-3841	48	2	8	8	NUM
cana-3841	48	3	]	]	PUNCT
cana-3841	48	4	explores	explore	VERB
cana-3841	48	5	the	the	DET
cana-3841	48	6	use	use	NOUN
cana-3841	48	7	of	of	ADP
cana-3841	48	8	secure	secure	ADJ
cana-3841	48	9	enclaves	enclave	NOUN
cana-3841	48	10	to	to	PART
cana-3841	48	11	enhance	enhance	VERB
cana-3841	48	12	the	the	DET
cana-3841	48	13	security	security	NOUN
cana-3841	48	14	of	of	ADP
cana-3841	48	15	web	web	NOUN
cana-3841	48	16	servers	server	NOUN
cana-3841	48	17	.	.	PUNCT
cana-3841	49	1	by	by	ADP
cana-3841	49	2	leveraging	leverage	VERB
cana-3841	49	3	technologies	technology	NOUN
cana-3841	49	4	like	like	ADP
cana-3841	49	5	intel	intel	PROPN
cana-3841	49	6	sgx	sgx	PROPN
cana-3841	49	7	,	,	PUNCT
cana-3841	49	8	the	the	DET
cana-3841	49	9	study	study	NOUN
cana-3841	49	10	demonstrates	demonstrate	VERB
cana-3841	49	11	how	how	SCONJ
cana-3841	49	12	to	to	PART
cana-3841	49	13	protect	protect	VERB
cana-3841	49	14	sensitive	sensitive	ADJ
cana-3841	49	15	data	datum	NOUN
cana-3841	49	16	,	,	PUNCT
cana-3841	49	17	such	such	ADJ
cana-3841	49	18	as	as	ADP
cana-3841	49	19	private	private	ADJ
cana-3841	49	20	keys	key	NOUN
cana-3841	49	21	,	,	PUNCT
cana-3841	49	22	from	from	ADP
cana-3841	49	23	both	both	CCONJ
cana-3841	49	24	the	the	DET
cana-3841	49	25	operating	operating	NOUN
cana-3841	49	26	system	system	NOUN
cana-3841	49	27	and	and	CCONJ
cana-3841	49	28	the	the	DET
cana-3841	49	29	hypervisor	hypervisor	NOUN
cana-3841	49	30	,	,	PUNCT
cana-3841	49	31	providing	provide	VERB
cana-3841	49	32	a	a	DET
cana-3841	49	33	more	more	ADV
cana-3841	49	34	secure	secure	ADJ
cana-3841	49	35	environment	environment	NOUN
cana-3841	49	36	for	for	ADP
cana-3841	49	37	critical	critical	ADJ
cana-3841	49	38	web	web	NOUN
cana-3841	49	39	server	server	NOUN
cana-3841	49	40	operations	operation	NOUN
cana-3841	49	41	.	.	PUNCT
cana-3841	50	1	paper	paper	NOUN
cana-3841	51	1	[	[	X
cana-3841	51	2	9	9	NUM
cana-3841	51	3	]	]	AUX
cana-3841	51	4	examines	examine	VERB
cana-3841	51	5	the	the	DET
cana-3841	51	6	implementation	implementation	NOUN
cana-3841	51	7	of	of	ADP
cana-3841	51	8	system	system	NOUN
cana-3841	51	9	hardening	harden	VERB
cana-3841	51	10	on	on	ADP
cana-3841	51	11	windows	window	NOUN
cana-3841	51	12	systems	system	NOUN
cana-3841	51	13	using	use	VERB
cana-3841	51	14	industry	industry	NOUN
cana-3841	51	15	-	-	PUNCT
cana-3841	51	16	standard	standard	ADJ
cana-3841	51	17	center	center	NOUN
cana-3841	51	18	for	for	ADP
cana-3841	51	19	internet	internet	NOUN
cana-3841	51	20	security	security	NOUN
cana-3841	51	21	(	(	PUNCT
cana-3841	51	22	cis	cis	NOUN
cana-3841	51	23	)	)	PUNCT
cana-3841	51	24	controls	control	NOUN
cana-3841	51	25	.	.	PUNCT
cana-3841	52	1	the	the	DET
cana-3841	52	2	case	case	NOUN
cana-3841	52	3	study	study	NOUN
cana-3841	52	4	demonstrates	demonstrate	VERB
cana-3841	52	5	the	the	DET
cana-3841	52	6	effectiveness	effectiveness	NOUN
cana-3841	52	7	of	of	ADP
cana-3841	52	8	these	these	DET
cana-3841	52	9	controls	control	NOUN
cana-3841	52	10	in	in	ADP
cana-3841	52	11	improving	improve	VERB
cana-3841	52	12	security	security	NOUN
cana-3841	52	13	posture	posture	NOUN
cana-3841	52	14	and	and	CCONJ
cana-3841	52	15	provides	provide	VERB
cana-3841	52	16	a	a	DET
cana-3841	52	17	practical	practical	ADJ
cana-3841	52	18	approach	approach	NOUN
cana-3841	52	19	to	to	ADP
cana-3841	52	20	applying	apply	VERB
cana-3841	52	21	and	and	CCONJ
cana-3841	52	22	assessing	assess	VERB
cana-3841	52	23	the	the	DET
cana-3841	52	24	impact	impact	NOUN
cana-3841	52	25	of	of	ADP
cana-3841	52	26	these	these	DET
cana-3841	52	27	measures	measure	NOUN
cana-3841	52	28	,	,	PUNCT
cana-3841	52	29	enabling	enable	VERB
cana-3841	52	30	organizations	organization	NOUN
cana-3841	52	31	to	to	PART
cana-3841	52	32	maintain	maintain	VERB
cana-3841	52	33	a	a	DET
cana-3841	52	34	high	high	ADJ
cana-3841	52	35	level	level	NOUN
cana-3841	52	36	of	of	ADP
cana-3841	52	37	security	security	NOUN
cana-3841	52	38	across	across	ADP
cana-3841	52	39	their	their	PRON
cana-3841	52	40	windows	window	NOUN
cana-3841	52	41	infrastructure	infrastructure	NOUN
cana-3841	52	42	.	.	PUNCT
cana-3841	53	1	paper	paper	NOUN
cana-3841	54	1	[	[	X
cana-3841	54	2	10	10	NUM
cana-3841	54	3	]	]	PUNCT
cana-3841	54	4	challenges	challenge	VERB
cana-3841	54	5	the	the	DET
cana-3841	54	6	notion	notion	NOUN
cana-3841	54	7	that	that	SCONJ
cana-3841	54	8	kernel	kernel	NOUN
cana-3841	54	9	hardening	harden	VERB
cana-3841	54	10	significantly	significantly	ADV
cana-3841	54	11	impacts	impact	VERB
cana-3841	54	12	performance	performance	NOUN
cana-3841	54	13	.	.	PUNCT
cana-3841	55	1	it	it	PRON
cana-3841	55	2	introduces	introduce	VERB
cana-3841	55	3	the	the	DET
cana-3841	55	4	split	split	ADJ
cana-3841	55	5	kernel	kernel	PROPN
cana-3841	55	6	design	design	NOUN
cana-3841	55	7	,	,	PUNCT
cana-3841	55	8	allowing	allow	VERB
cana-3841	55	9	selective	selective	ADJ
cana-3841	55	10	runtime	runtime	NOUN
cana-3841	55	11	enablement	enablement	NOUN
cana-3841	55	12	of	of	ADP
cana-3841	55	13	hardening	harden	VERB
cana-3841	55	14	mechanisms	mechanism	NOUN
cana-3841	55	15	.	.	PUNCT
cana-3841	56	1	this	this	DET
cana-3841	56	2	approach	approach	NOUN
cana-3841	56	3	minimizes	minimize	VERB
cana-3841	56	4	performance	performance	NOUN
cana-3841	56	5	overhead	overhead	ADV
cana-3841	56	6	in	in	ADP
cana-3841	56	7	normal	normal	ADJ
cana-3841	56	8	operation	operation	NOUN
cana-3841	56	9	while	while	SCONJ
cana-3841	56	10	providing	provide	VERB
cana-3841	56	11	enhanced	enhanced	ADJ
cana-3841	56	12	security	security	NOUN
cana-3841	56	13	when	when	SCONJ
cana-3841	56	14	needed	need	VERB
cana-3841	56	15	.	.	PUNCT
cana-3841	57	1	the	the	DET
cana-3841	57	2	study	study	NOUN
cana-3841	57	3	demonstrates	demonstrate	VERB
cana-3841	57	4	the	the	DET
cana-3841	57	5	practicality	practicality	NOUN
cana-3841	57	6	and	and	CCONJ
cana-3841	57	7	effectiveness	effectiveness	NOUN
cana-3841	57	8	of	of	ADP
cana-3841	57	9	this	this	DET
cana-3841	57	10	design	design	NOUN
cana-3841	57	11	through	through	ADP
cana-3841	57	12	real	real	ADJ
cana-3841	57	13	-	-	PUNCT
cana-3841	57	14	world	world	NOUN
cana-3841	57	15	workload	workload	NOUN
cana-3841	57	16	evaluations	evaluation	NOUN
cana-3841	57	17	.	.	PUNCT
cana-3841	58	1	paper	paper	NOUN
cana-3841	59	1	[	[	X
cana-3841	59	2	11	11	NUM
cana-3841	59	3	]	]	PUNCT
cana-3841	59	4	investigates	investigate	VERB
cana-3841	59	5	vulnerabilities	vulnerability	NOUN
cana-3841	59	6	in	in	ADP
cana-3841	59	7	hardened	hardened	ADJ
cana-3841	59	8	windows	window	NOUN
cana-3841	59	9	10	10	NUM
cana-3841	59	10	systems	system	NOUN
cana-3841	59	11	,	,	PUNCT
cana-3841	59	12	particularly	particularly	ADV
cana-3841	59	13	those	those	PRON
cana-3841	59	14	arising	arise	VERB
cana-3841	59	15	from	from	ADP
cana-3841	59	16	insufficient	insufficient	ADJ
cana-3841	59	17	security	security	NOUN
cana-3841	59	18	configurability	configurability	NOUN
cana-3841	59	19	and	and	CCONJ
cana-3841	59	20	misconfiguration	misconfiguration	NOUN
cana-3841	59	21	.	.	PUNCT
cana-3841	60	1	the	the	DET
cana-3841	60	2	paper	paper	NOUN
cana-3841	60	3	highlights	highlight	VERB
cana-3841	60	4	the	the	DET
cana-3841	60	5	importance	importance	NOUN
cana-3841	60	6	of	of	ADP
cana-3841	60	7	proper	proper	ADJ
cana-3841	60	8	security	security	NOUN
cana-3841	60	9	measures	measure	NOUN
cana-3841	60	10	to	to	PART
cana-3841	60	11	protect	protect	VERB
cana-3841	60	12	sensitive	sensitive	ADJ
cana-3841	60	13	data	datum	NOUN
cana-3841	60	14	,	,	PUNCT
cana-3841	60	15	emphasizing	emphasize	VERB
cana-3841	60	16	the	the	DET
cana-3841	60	17	need	need	NOUN
cana-3841	60	18	for	for	ADP
cana-3841	60	19	continuous	continuous	ADJ
cana-3841	60	20	assessment	assessment	NOUN
cana-3841	60	21	and	and	CCONJ
cana-3841	60	22	improvement	improvement	NOUN
cana-3841	60	23	of	of	ADP
cana-3841	60	24	security	security	NOUN
cana-3841	60	25	configurations	configuration	NOUN
cana-3841	60	26	.	.	PUNCT
cana-3841	61	1	paper	paper	NOUN
cana-3841	62	1	[	[	X
cana-3841	62	2	12	12	NUM
cana-3841	62	3	]	]	PUNCT
cana-3841	62	4	proposes	propose	VERB
cana-3841	62	5	a	a	DET
cana-3841	62	6	kernel	kernel	NOUN
cana-3841	62	7	hardening	harden	VERB
cana-3841	62	8	function	function	NOUN
cana-3841	62	9	to	to	PART
cana-3841	62	10	enhance	enhance	VERB
cana-3841	62	11	the	the	DET
cana-3841	62	12	stability	stability	NOUN
cana-3841	62	13	of	of	ADP
cana-3841	62	14	the	the	DET
cana-3841	62	15	linux	linux	PROPN
cana-3841	62	16	kernel	kernel	PROPN
cana-3841	62	17	.	.	PUNCT
cana-3841	63	1	by	by	ADP
cana-3841	63	2	modifying	modify	VERB
cana-3841	63	3	the	the	DET
cana-3841	63	4	panic	panic	NOUN
cana-3841	63	5	(	(	PUNCT
cana-3841	63	6	)	)	PUNCT
cana-3841	63	7	function	function	NOUN
cana-3841	63	8	within	within	ADP
cana-3841	63	9	the	the	DET
cana-3841	63	10	kernel	kernel	PROPN
cana-3841	63	11	code	code	PROPN
cana-3841	63	12	,	,	PUNCT
cana-3841	63	13	the	the	DET
cana-3841	63	14	proposed	propose	VERB
cana-3841	63	15	mechanism	mechanism	NOUN
cana-3841	63	16	aims	aim	VERB
cana-3841	63	17	to	to	PART
cana-3841	63	18	recover	recover	VERB
cana-3841	63	19	from	from	ADP
cana-3841	63	20	incorrect	incorrect	ADJ
cana-3841	63	21	address	address	NOUN
cana-3841	63	22	values	value	NOUN
cana-3841	63	23	within	within	ADP
cana-3841	63	24	the	the	DET
cana-3841	63	25	kernel	kernel	PROPN
cana-3841	63	26	stack	stack	NOUN
cana-3841	63	27	frame	frame	NOUN
cana-3841	63	28	,	,	PUNCT
cana-3841	63	29	thereby	thereby	ADV
cana-3841	63	30	preventing	prevent	VERB
cana-3841	63	31	system	system	NOUN
cana-3841	63	32	crashes	crash	NOUN
cana-3841	63	33	.	.	PUNCT
cana-3841	64	1	experimental	experimental	ADJ
cana-3841	64	2	results	result	NOUN
cana-3841	64	3	demonstrate	demonstrate	VERB
cana-3841	64	4	the	the	DET
cana-3841	64	5	effectiveness	effectiveness	NOUN
cana-3841	64	6	of	of	ADP
cana-3841	64	7	this	this	DET
cana-3841	64	8	approach	approach	NOUN
cana-3841	64	9	in	in	ADP
cana-3841	64	10	restoring	restore	VERB
cana-3841	64	11	normal	normal	ADJ
cana-3841	64	12	system	system	NOUN
cana-3841	64	13	operation	operation	NOUN
cana-3841	64	14	after	after	ADP
cana-3841	64	15	induced	induce	VERB
cana-3841	64	16	panics	panic	NOUN
cana-3841	64	17	.	.	PUNCT
cana-3841	65	1	paper	paper	NOUN
cana-3841	66	1	[	[	X
cana-3841	66	2	13	13	NUM
cana-3841	66	3	]	]	SYM
cana-3841	66	4	analyzes	analyze	VERB
cana-3841	66	5	attacks	attack	NOUN
cana-3841	66	6	leveraging	leverage	VERB
cana-3841	66	7	operating	operating	NOUN
cana-3841	66	8	system	system	NOUN
cana-3841	66	9	fingerprinting	fingerprint	VERB
cana-3841	66	10	within	within	ADP
cana-3841	66	11	a	a	DET
cana-3841	66	12	university	university	NOUN
cana-3841	66	13	campus	campus	NOUN
cana-3841	66	14	environment	environment	NOUN
cana-3841	66	15	.	.	PUNCT
cana-3841	67	1	the	the	DET
cana-3841	67	2	paper	paper	NOUN
cana-3841	67	3	emphasizes	emphasize	VERB
cana-3841	67	4	the	the	DET
cana-3841	67	5	importance	importance	NOUN
cana-3841	67	6	of	of	ADP
cana-3841	67	7	modifying	modify	VERB
cana-3841	67	8	tcp	tcp	PROPN
cana-3841	67	9	/	/	SYM
cana-3841	67	10	ip	ip	NOUN
cana-3841	67	11	features	feature	VERB
cana-3841	67	12	to	to	PART
cana-3841	67	13	minimize	minimize	VERB
cana-3841	67	14	the	the	DET
cana-3841	67	15	information	information	NOUN
cana-3841	67	16	revealed	reveal	VERB
cana-3841	67	17	about	about	ADP
cana-3841	67	18	the	the	DET
cana-3841	67	19	host	host	NOUN
cana-3841	67	20	's	's	PART
cana-3841	67	21	identity	identity	NOUN
cana-3841	67	22	and	and	CCONJ
cana-3841	67	23	thwart	thwart	VERB
cana-3841	67	24	known	know	VERB
cana-3841	67	25	fingerprinting	fingerprinting	NOUN
cana-3841	67	26	tools	tool	NOUN
cana-3841	67	27	.	.	PUNCT
cana-3841	68	1	it	it	PRON
cana-3841	68	2	suggests	suggest	VERB
cana-3841	68	3	future	future	ADJ
cana-3841	68	4	developments	development	NOUN
cana-3841	68	5	,	,	PUNCT
cana-3841	68	6	such	such	ADJ
cana-3841	68	7	as	as	ADP
cana-3841	68	8	the	the	DET
cana-3841	68	9	design	design	NOUN
cana-3841	68	10	of	of	ADP
cana-3841	68	11	tcp	tcp	PROPN
cana-3841	68	12	wrapper	wrapper	NOUN
cana-3841	68	13	,	,	PUNCT
cana-3841	68	14	to	to	PART
cana-3841	68	15	enhance	enhance	VERB
cana-3841	68	16	security	security	NOUN
cana-3841	68	17	against	against	ADP
cana-3841	68	18	these	these	DET
cana-3841	68	19	types	type	NOUN
cana-3841	68	20	of	of	ADP
cana-3841	68	21	attacks	attack	NOUN
cana-3841	68	22	.	.	PUNCT
cana-3841	69	1	paper	paper	NOUN
cana-3841	70	1	[	[	X
cana-3841	70	2	14	14	NUM
cana-3841	70	3	]	]	PUNCT
cana-3841	70	4	demonstrates	demonstrate	VERB
cana-3841	70	5	the	the	DET
cana-3841	70	6	feasibility	feasibility	NOUN
cana-3841	70	7	of	of	ADP
cana-3841	70	8	automating	automate	VERB
cana-3841	70	9	the	the	DET
cana-3841	70	10	process	process	NOUN
cana-3841	70	11	of	of	ADP
cana-3841	70	12	hardening	harden	VERB
cana-3841	70	13	a	a	DET
cana-3841	70	14	linux	linux	NOUN
cana-3841	70	15	operating	operate	VERB
cana-3841	70	16	system	system	NOUN
cana-3841	70	17	using	use	VERB
cana-3841	70	18	open	open	ADJ
cana-3841	70	19	-	-	PUNCT
cana-3841	70	20	source	source	NOUN
cana-3841	70	21	tools	tool	NOUN
cana-3841	70	22	like	like	ADP
cana-3841	70	23	anaconda	anaconda	NOUN
cana-3841	70	24	and	and	CCONJ
cana-3841	70	25	openscap	openscap	NOUN
cana-3841	70	26	.	.	PUNCT
cana-3841	71	1	the	the	DET
cana-3841	71	2	study	study	NOUN
cana-3841	71	3	successfully	successfully	ADV
cana-3841	71	4	deployed	deploy	VERB
cana-3841	71	5	a	a	DET
cana-3841	71	6	securely	securely	ADV
cana-3841	71	7	configured	configure	VERB
cana-3841	71	8	centos	centos	NOUN
cana-3841	71	9	system	system	NOUN
cana-3841	71	10	,	,	PUNCT
cana-3841	71	11	providing	provide	VERB
cana-3841	71	12	a	a	DET
cana-3841	71	13	valuable	valuable	ADJ
cana-3841	71	14	reference	reference	NOUN
cana-3841	71	15	for	for	ADP
cana-3841	71	16	setting	set	VERB
cana-3841	71	17	up	up	ADP
cana-3841	71	18	a	a	DET
cana-3841	71	19	fully	fully	ADV
cana-3841	71	20	hardened	harden	VERB
cana-3841	71	21	virtualization	virtualization	NOUN
cana-3841	71	22	environment	environment	NOUN
cana-3841	71	23	.	.	PUNCT
cana-3841	72	1	while	while	SCONJ
cana-3841	72	2	some	some	DET
cana-3841	72	3	manual	manual	ADJ
cana-3841	72	4	intervention	intervention	NOUN
cana-3841	72	5	was	be	AUX
cana-3841	72	6	required	require	VERB
cana-3841	72	7	,	,	PUNCT
cana-3841	72	8	the	the	DET
cana-3841	72	9	study	study	NOUN
cana-3841	72	10	highlights	highlight	VERB
cana-3841	72	11	the	the	DET
cana-3841	72	12	effectiveness	effectiveness	NOUN
cana-3841	72	13	of	of	ADP
cana-3841	72	14	automated	automate	VERB
cana-3841	72	15	tools	tool	NOUN
cana-3841	72	16	in	in	ADP
cana-3841	72	17	achieving	achieve	VERB
cana-3841	72	18	a	a	DET
cana-3841	72	19	high	high	ADJ
cana-3841	72	20	level	level	NOUN
cana-3841	72	21	of	of	ADP
cana-3841	72	22	security	security	NOUN
cana-3841	72	23	.	.	PUNCT
cana-3841	73	1	paper	paper	NOUN
cana-3841	74	1	[	[	X
cana-3841	74	2	15	15	NUM
cana-3841	74	3	]	]	PUNCT
cana-3841	74	4	investigates	investigate	VERB
cana-3841	74	5	and	and	CCONJ
cana-3841	74	6	emphasizes	emphasize	VERB
cana-3841	74	7	the	the	DET
cana-3841	74	8	fundamental	fundamental	ADJ
cana-3841	74	9	security	security	NOUN
cana-3841	74	10	configurations	configuration	NOUN
cana-3841	74	11	necessary	necessary	ADJ
cana-3841	74	12	to	to	PART
cana-3841	74	13	strengthen	strengthen	VERB
cana-3841	74	14	the	the	DET
cana-3841	74	15	security	security	NOUN
cana-3841	74	16	stance	stance	NOUN
cana-3841	74	17	of	of	ADP
cana-3841	74	18	a	a	DET
cana-3841	74	19	default	default	NOUN
cana-3841	74	20	linux	linux	NOUN
cana-3841	74	21	installation	installation	NOUN
cana-3841	74	22	.	.	PUNCT
cana-3841	75	1	the	the	DET
cana-3841	75	2	paper	paper	NOUN
cana-3841	75	3	highlights	highlight	VERB
cana-3841	75	4	the	the	DET
cana-3841	75	5	vulnerability	vulnerability	NOUN
cana-3841	75	6	of	of	ADP
cana-3841	75	7	default	default	NOUN
cana-3841	75	8	linux	linux	NOUN
cana-3841	75	9	installations	installation	NOUN
cana-3841	75	10	to	to	ADP
cana-3841	75	11	various	various	ADJ
cana-3841	75	12	threats	threat	NOUN
cana-3841	75	13	and	and	CCONJ
cana-3841	75	14	provides	provide	VERB
cana-3841	75	15	industry	industry	NOUN
cana-3841	75	16	best	good	ADJ
cana-3841	75	17	practices	practice	NOUN
cana-3841	75	18	for	for	ADP
cana-3841	75	19	hardening	harden	VERB
cana-3841	75	20	linux	linux	NOUN
cana-3841	75	21	servers	server	NOUN
cana-3841	75	22	,	,	PUNCT
cana-3841	75	23	including	include	VERB
cana-3841	75	24	securing	secure	VERB
cana-3841	75	25	common	common	ADJ
cana-3841	75	26	services	service	NOUN
cana-3841	75	27	like	like	ADP
cana-3841	75	28	ssh	ssh	NOUN
cana-3841	75	29	and	and	CCONJ
cana-3841	75	30	apache	apache	NOUN
cana-3841	75	31	,	,	PUNCT
cana-3841	75	32	and	and	CCONJ
cana-3841	75	33	utilizing	utilize	VERB
cana-3841	75	34	intrusion	intrusion	NOUN
cana-3841	75	35	detection	detection	NOUN
cana-3841	75	36	tools	tool	NOUN
cana-3841	75	37	like	like	ADP
cana-3841	75	38	ossec	ossec	NOUN
cana-3841	75	39	.	.	PUNCT
cana-3841	76	1	paper	paper	NOUN
cana-3841	77	1	[	[	X
cana-3841	77	2	16	16	NUM
cana-3841	77	3	]	]	PUNCT
cana-3841	77	4	presents	present	VERB
cana-3841	77	5	a	a	DET
cana-3841	77	6	design	design	NOUN
cana-3841	77	7	for	for	ADP
cana-3841	77	8	a	a	DET
cana-3841	77	9	kernel	kernel	NOUN
cana-3841	77	10	hardening	harden	VERB
cana-3841	77	11	module	module	NOUN
cana-3841	77	12	aimed	aim	VERB
cana-3841	77	13	at	at	ADP
cana-3841	77	14	mitigating	mitigate	VERB
cana-3841	77	15	recoverable	recoverable	ADJ
cana-3841	77	16	errors	error	NOUN
cana-3841	77	17	within	within	ADP
cana-3841	77	18	the	the	DET
cana-3841	77	19	linux	linux	PROPN
cana-3841	77	20	operating	operating	NOUN
cana-3841	77	21	system	system	NOUN
cana-3841	77	22	.	.	PUNCT
cana-3841	78	1	the	the	DET
cana-3841	78	2	proposed	propose	VERB
cana-3841	78	3	module	module	NOUN
cana-3841	78	4	integrates	integrate	NOUN
cana-3841	78	5	into	into	ADP
cana-3841	78	6	the	the	DET
cana-3841	78	7	assert	assert	NOUN
cana-3841	78	8	macro	macro	NOUN
cana-3841	78	9	to	to	PART
cana-3841	78	10	identify	identify	VERB
cana-3841	78	11	and	and	CCONJ
cana-3841	78	12	handle	handle	VERB
cana-3841	78	13	recoverable	recoverable	ADJ
cana-3841	78	14	errors	error	NOUN
cana-3841	78	15	,	,	PUNCT
cana-3841	78	16	preventing	prevent	VERB
cana-3841	78	17	system	system	NOUN
cana-3841	78	18	halts	halt	VERB
cana-3841	78	19	and	and	CCONJ
cana-3841	78	20	improving	improve	VERB
cana-3841	78	21	system	system	NOUN
cana-3841	78	22	stability	stability	NOUN
cana-3841	78	23	.	.	PUNCT
cana-3841	79	1	paper	paper	NOUN
cana-3841	80	1	[	[	X
cana-3841	80	2	17	17	NUM
cana-3841	80	3	]	]	PUNCT
cana-3841	80	4	introduces	introduce	VERB
cana-3841	80	5	the	the	DET
cana-3841	80	6	amaranth	amaranth	NOUN
cana-3841	80	7	project	project	NOUN
cana-3841	80	8	,	,	PUNCT
cana-3841	80	9	which	which	PRON
cana-3841	80	10	aims	aim	VERB
cana-3841	80	11	to	to	PART
cana-3841	80	12	develop	develop	VERB
cana-3841	80	13	a	a	DET
cana-3841	80	14	secure	secure	ADJ
cana-3841	80	15	uefi	uefi	NOUN
cana-3841	80	16	firmware	firmware	NOUN
cana-3841	80	17	for	for	ADP
cana-3841	80	18	virtual	virtual	ADJ
cana-3841	80	19	machines	machine	NOUN
cana-3841	80	20	.	.	PUNCT
cana-3841	81	1	the	the	DET
cana-3841	81	2	project	project	NOUN
cana-3841	81	3	focuses	focus	VERB
cana-3841	81	4	on	on	ADP
cana-3841	81	5	implementing	implement	VERB
cana-3841	81	6	security	security	NOUN
cana-3841	81	7	hardening	harden	VERB
cana-3841	81	8	techniques	technique	NOUN
cana-3841	81	9	,	,	PUNCT
cana-3841	81	10	including	include	VERB
cana-3841	81	11	an	an	DET
cana-3841	81	12	operating	operate	VERB
cana-3841	81	13	system	system	NOUN
cana-3841	81	14	integrity	integrity	NOUN
cana-3841	81	15	checking	checking	NOUN
cana-3841	81	16	mechanism	mechanism	NOUN
cana-3841	81	17	and	and	CCONJ
cana-3841	81	18	firmware	firmware	VERB
cana-3841	81	19	size	size	NOUN
cana-3841	81	20	communications	communication	NOUN
cana-3841	81	21	on	on	ADP
cana-3841	81	22	applied	apply	VERB
cana-3841	81	23	nonlinear	nonlinear	ADJ
cana-3841	81	24	analysis	analysis	NOUN
cana-3841	81	25	issn	issn	NOUN
cana-3841	81	26	:	:	PUNCT
cana-3841	81	27	1074	1074	NUM
cana-3841	81	28	-	-	PUNCT
cana-3841	81	29	133x	133x	NUM
cana-3841	81	30	vol	vol	NOUN
cana-3841	81	31	32	32	NUM
cana-3841	81	32	no	no	NOUN
cana-3841	81	33	.	.	PUNCT
cana-3841	82	1	9s	9s	NUM
cana-3841	82	2	(	(	PUNCT
cana-3841	82	3	2025	2025	NUM
cana-3841	82	4	)	)	PUNCT
cana-3841	82	5	102	102	NUM
cana-3841	82	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3841	82	7	reduction	reduction	NOUN
cana-3841	82	8	,	,	PUNCT
cana-3841	82	9	to	to	PART
cana-3841	82	10	address	address	VERB
cana-3841	82	11	contemporary	contemporary	ADJ
cana-3841	82	12	security	security	NOUN
cana-3841	82	13	issues	issue	NOUN
cana-3841	82	14	related	relate	VERB
cana-3841	82	15	to	to	ADP
cana-3841	82	16	uefi	uefi	PROPN
cana-3841	82	17	firmware	firmware	NOUN
cana-3841	82	18	.	.	PUNCT
cana-3841	83	1	in	in	ADP
cana-3841	83	2	paper	paper	NOUN
cana-3841	83	3	[	[	X
cana-3841	83	4	18	18	NUM
cana-3841	83	5	]	]	PUNCT
cana-3841	83	6	,	,	PUNCT
cana-3841	83	7	the	the	DET
cana-3841	83	8	authors	author	NOUN
cana-3841	83	9	have	have	AUX
cana-3841	83	10	created	create	VERB
cana-3841	83	11	a	a	DET
cana-3841	83	12	deep	deep	ADJ
cana-3841	83	13	learning	learning	NOUN
cana-3841	83	14	model	model	NOUN
cana-3841	83	15	to	to	PART
cana-3841	83	16	analyse	analyse	VERB
cana-3841	83	17	moving	moving	NOUN
cana-3841	83	18	frames	frame	NOUN
cana-3841	83	19	.	.	PUNCT
cana-3841	84	1	the	the	DET
cana-3841	84	2	algorithm	algorithm	NOUN
cana-3841	84	3	produces	produce	VERB
cana-3841	84	4	high	high	ADJ
cana-3841	84	5	accuracy	accuracy	NOUN
cana-3841	84	6	.	.	PUNCT
cana-3841	85	1	paper	paper	NOUN
cana-3841	86	1	[	[	X
cana-3841	86	2	19	19	NUM
cana-3841	86	3	]	]	PUNCT
cana-3841	86	4	,	,	PUNCT
cana-3841	86	5	proposes	propose	VERB
cana-3841	86	6	a	a	DET
cana-3841	86	7	novel	novel	ADJ
cana-3841	86	8	real	real	ADJ
cana-3841	86	9	-	-	PUNCT
cana-3841	86	10	time	time	NOUN
cana-3841	86	11	video	video	NOUN
cana-3841	86	12	-	-	PUNCT
cana-3841	86	13	based	base	VERB
cana-3841	86	14	hand	hand	NOUN
cana-3841	86	15	gesture	gesture	NOUN
cana-3841	86	16	recognition	recognition	NOUN
cana-3841	86	17	model	model	NOUN
cana-3841	86	18	that	that	PRON
cana-3841	86	19	uses	use	VERB
cana-3841	86	20	video	video	NOUN
cana-3841	86	21	normalization	normalization	NOUN
cana-3841	86	22	,	,	PUNCT
cana-3841	86	23	a	a	DET
cana-3841	86	24	modified	modify	VERB
cana-3841	86	25	spatiotemporal	spatiotemporal	ADJ
cana-3841	86	26	feature	feature	NOUN
cana-3841	86	27	extraction	extraction	NOUN
cana-3841	86	28	approach	approach	NOUN
cana-3841	86	29	,	,	PUNCT
cana-3841	86	30	and	and	CCONJ
cana-3841	86	31	soft	soft	ADJ
cana-3841	86	32	computing	computing	NOUN
cana-3841	86	33	algorithms	algorithm	NOUN
cana-3841	86	34	for	for	ADP
cana-3841	86	35	recognition	recognition	NOUN
cana-3841	86	36	.	.	PUNCT
cana-3841	87	1	paper	paper	NOUN
cana-3841	88	1	[	[	X
cana-3841	88	2	20	20	NUM
cana-3841	88	3	]	]	PUNCT
cana-3841	88	4	,	,	PUNCT
cana-3841	88	5	develops	develop	VERB
cana-3841	88	6	a	a	DET
cana-3841	88	7	computer	computer	NOUN
cana-3841	88	8	vision	vision	NOUN
cana-3841	88	9	-	-	PUNCT
cana-3841	88	10	based	base	VERB
cana-3841	88	11	system	system	NOUN
cana-3841	88	12	for	for	ADP
cana-3841	88	13	hand	hand	NOUN
cana-3841	88	14	gesture	gesture	NOUN
cana-3841	88	15	recognition	recognition	NOUN
cana-3841	88	16	to	to	PART
cana-3841	88	17	aid	aid	VERB
cana-3841	88	18	communication	communication	NOUN
cana-3841	88	19	for	for	ADP
cana-3841	88	20	individuals	individual	NOUN
cana-3841	88	21	with	with	ADP
cana-3841	88	22	hearing	hear	VERB
cana-3841	88	23	impairments	impairment	NOUN
cana-3841	88	24	,	,	PUNCT
cana-3841	88	25	comparing	compare	VERB
cana-3841	88	26	image	image	NOUN
cana-3841	88	27	classification	classification	NOUN
cana-3841	88	28	algorithms	algorithm	NOUN
cana-3841	88	29	and	and	CCONJ
cana-3841	88	30	implementing	implement	VERB
cana-3841	88	31	a	a	DET
cana-3841	88	32	real	real	ADJ
cana-3841	88	33	-	-	PUNCT
cana-3841	88	34	time	time	NOUN
cana-3841	88	35	video	video	NOUN
cana-3841	88	36	recognition	recognition	NOUN
cana-3841	88	37	model	model	NOUN
cana-3841	88	38	for	for	ADP
cana-3841	88	39	common	common	ADJ
cana-3841	88	40	signs	sign	NOUN
cana-3841	88	41	.	.	PUNCT
cana-3841	89	1	3	3	X
cana-3841	89	2	.	.	X
cana-3841	89	3	methods	method	NOUN
cana-3841	89	4	in	in	ADP
cana-3841	89	5	this	this	DET
cana-3841	89	6	section	section	NOUN
cana-3841	89	7	,	,	PUNCT
cana-3841	89	8	we	we	PRON
cana-3841	89	9	will	will	AUX
cana-3841	89	10	talk	talk	VERB
cana-3841	89	11	about	about	ADP
cana-3841	89	12	tools	tool	NOUN
cana-3841	89	13	and	and	CCONJ
cana-3841	89	14	technologies	technology	NOUN
cana-3841	89	15	used	use	VERB
cana-3841	89	16	.	.	PUNCT
cana-3841	90	1	below	below	ADV
cana-3841	90	2	is	be	AUX
cana-3841	90	3	the	the	DET
cana-3841	90	4	proposed	propose	VERB
cana-3841	90	5	system	system	NOUN
cana-3841	90	6	architecture	architecture	NOUN
cana-3841	90	7	:	:	PUNCT
cana-3841	90	8	fig.2	fig.2	PROPN
cana-3841	90	9	–	–	PUNCT
cana-3841	90	10	system	system	NOUN
cana-3841	90	11	architecture	architecture	NOUN
cana-3841	90	12	3	3	NUM
cana-3841	90	13	.	.	SYM
cana-3841	90	14	1	1	NUM
cana-3841	90	15	snort	snort	NOUN
cana-3841	90	16	snort	snort	NOUN
cana-3841	90	17	is	be	AUX
cana-3841	90	18	an	an	DET
cana-3841	90	19	open	open	ADJ
cana-3841	90	20	-	-	PUNCT
cana-3841	90	21	source	source	NOUN
cana-3841	90	22	network	network	NOUN
cana-3841	90	23	intrusion	intrusion	NOUN
cana-3841	90	24	detection	detection	NOUN
cana-3841	90	25	and	and	CCONJ
cana-3841	90	26	prevention	prevention	NOUN
cana-3841	90	27	system	system	NOUN
cana-3841	90	28	(	(	PUNCT
cana-3841	90	29	ids	ids	NOUN
cana-3841	90	30	/	/	SYM
cana-3841	90	31	ips	ip	NOUN
cana-3841	90	32	)	)	PUNCT
cana-3841	90	33	that	that	PRON
cana-3841	90	34	provides	provide	VERB
cana-3841	90	35	real	real	ADJ
cana-3841	90	36	-	-	PUNCT
cana-3841	90	37	time	time	NOUN
cana-3841	90	38	traffic	traffic	NOUN
cana-3841	90	39	analysis	analysis	NOUN
cana-3841	90	40	and	and	CCONJ
cana-3841	90	41	packet	packet	NOUN
cana-3841	90	42	logging	log	VERB
cana-3841	90	43	capabilities	capability	NOUN
cana-3841	90	44	.	.	PUNCT
cana-3841	91	1	the	the	DET
cana-3841	91	2	system	system	NOUN
cana-3841	91	3	can	can	AUX
cana-3841	91	4	be	be	AUX
cana-3841	91	5	installed	instal	VERB
cana-3841	91	6	on	on	ADP
cana-3841	91	7	ubuntu	ubuntu	NOUN
cana-3841	91	8	through	through	ADP
cana-3841	91	9	a	a	DET
cana-3841	91	10	series	series	NOUN
cana-3841	91	11	of	of	ADP
cana-3841	91	12	steps	step	NOUN
cana-3841	91	13	,	,	PUNCT
cana-3841	91	14	including	include	VERB
cana-3841	91	15	package	package	NOUN
cana-3841	91	16	repository	repository	NOUN
cana-3841	91	17	updates	update	NOUN
cana-3841	91	18	,	,	PUNCT
cana-3841	91	19	dependency	dependency	NOUN
cana-3841	91	20	installation	installation	NOUN
cana-3841	91	21	,	,	PUNCT
cana-3841	91	22	and	and	CCONJ
cana-3841	91	23	configuration	configuration	NOUN
cana-3841	91	24	of	of	ADP
cana-3841	91	25	rule	rule	NOUN
cana-3841	91	26	sets	set	NOUN
cana-3841	91	27	.	.	PUNCT
cana-3841	92	1	snort	snort	NOUN
cana-3841	92	2	operates	operate	NOUN
cana-3841	92	3	in	in	ADP
cana-3841	92	4	promiscuous	promiscuous	ADJ
cana-3841	92	5	mode	mode	NOUN
cana-3841	92	6	,	,	PUNCT
cana-3841	92	7	allowing	allow	VERB
cana-3841	92	8	it	it	PRON
cana-3841	92	9	to	to	PART
cana-3841	92	10	intercept	intercept	VERB
cana-3841	92	11	and	and	CCONJ
cana-3841	92	12	analyze	analyze	VERB
cana-3841	92	13	all	all	DET
cana-3841	92	14	network	network	NOUN
cana-3841	92	15	packets	packet	NOUN
cana-3841	92	16	regardless	regardless	ADV
cana-3841	92	17	of	of	ADP
cana-3841	92	18	their	their	PRON
cana-3841	92	19	destination	destination	NOUN
cana-3841	92	20	address	address	NOUN
cana-3841	92	21	.	.	PUNCT
cana-3841	93	1	its	its	PRON
cana-3841	93	2	core	core	NOUN
cana-3841	93	3	functionality	functionality	NOUN
cana-3841	93	4	includes	include	VERB
cana-3841	93	5	packet	packet	NOUN
cana-3841	93	6	sniffing	sniffing	NOUN
cana-3841	93	7	,	,	PUNCT
cana-3841	93	8	signature	signature	NOUN
cana-3841	93	9	-	-	PUNCT
cana-3841	93	10	based	base	VERB
cana-3841	93	11	detection	detection	NOUN
cana-3841	93	12	,	,	PUNCT
cana-3841	93	13	anomaly	anomaly	NOUN
cana-3841	93	14	-	-	PUNCT
cana-3841	93	15	based	base	VERB
cana-3841	93	16	detection	detection	NOUN
cana-3841	93	17	,	,	PUNCT
cana-3841	93	18	logging	log	VERB
cana-3841	93	19	and	and	CCONJ
cana-3841	93	20	reporting	reporting	NOUN
cana-3841	93	21	,	,	PUNCT
cana-3841	93	22	and	and	CCONJ
cana-3841	93	23	real	real	ADJ
cana-3841	93	24	-	-	PUNCT
cana-3841	93	25	time	time	NOUN
cana-3841	93	26	alerting	alert	VERB
cana-3841	93	27	capabilities	capability	NOUN
cana-3841	93	28	.	.	PUNCT
cana-3841	94	1	snort	snort	VERB
cana-3841	94	2	utilizes	utilize	VERB
cana-3841	94	3	a	a	DET
cana-3841	94	4	rule	rule	NOUN
cana-3841	94	5	-	-	PUNCT
cana-3841	94	6	based	base	VERB
cana-3841	94	7	system	system	NOUN
cana-3841	94	8	for	for	ADP
cana-3841	94	9	detecting	detect	VERB
cana-3841	94	10	and	and	CCONJ
cana-3841	94	11	responding	respond	VERB
cana-3841	94	12	to	to	ADP
cana-3841	94	13	network	network	NOUN
cana-3841	94	14	threats	threat	NOUN
cana-3841	94	15	.	.	PUNCT
cana-3841	95	1	these	these	DET
cana-3841	95	2	rules	rule	NOUN
cana-3841	95	3	follow	follow	VERB
cana-3841	95	4	a	a	DET
cana-3841	95	5	specific	specific	ADJ
cana-3841	95	6	syntax	syntax	NOUN
cana-3841	95	7	that	that	PRON
cana-3841	95	8	defines	define	VERB
cana-3841	95	9	conditions	condition	NOUN
cana-3841	95	10	for	for	ADP
cana-3841	95	11	detection	detection	NOUN
cana-3841	95	12	and	and	CCONJ
cana-3841	95	13	response	response	NOUN
cana-3841	95	14	,	,	PUNCT
cana-3841	95	15	including	include	VERB
cana-3841	95	16	header	header	NOUN
cana-3841	95	17	communications	communication	NOUN
cana-3841	95	18	on	on	ADP
cana-3841	95	19	applied	apply	VERB
cana-3841	95	20	nonlinear	nonlinear	ADJ
cana-3841	95	21	analysis	analysis	NOUN
cana-3841	95	22	issn	issn	NOUN
cana-3841	95	23	:	:	PUNCT
cana-3841	95	24	1074	1074	NUM
cana-3841	95	25	-	-	PUNCT
cana-3841	95	26	133x	133x	NUM
cana-3841	95	27	vol	vol	NOUN
cana-3841	95	28	32	32	NUM
cana-3841	95	29	no	no	NOUN
cana-3841	95	30	.	.	PUNCT
cana-3841	96	1	9s	9s	NUM
cana-3841	96	2	(	(	PUNCT
cana-3841	96	3	2025	2025	NUM
cana-3841	96	4	)	)	PUNCT
cana-3841	96	5	103	103	NUM
cana-3841	96	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3841	96	7	fields	field	NOUN
cana-3841	96	8	,	,	PUNCT
cana-3841	96	9	options	option	NOUN
cana-3841	96	10	,	,	PUNCT
cana-3841	96	11	and	and	CCONJ
cana-3841	96	12	actions	action	NOUN
cana-3841	96	13	.	.	PUNCT
cana-3841	97	1	for	for	ADP
cana-3841	97	2	example	example	NOUN
cana-3841	97	3	,	,	PUNCT
cana-3841	97	4	rules	rule	NOUN
cana-3841	97	5	can	can	AUX
cana-3841	97	6	be	be	AUX
cana-3841	97	7	created	create	VERB
cana-3841	97	8	to	to	PART
cana-3841	97	9	detect	detect	VERB
cana-3841	97	10	icmp	icmp	ADJ
cana-3841	97	11	echo	echo	NOUN
cana-3841	97	12	requests	request	NOUN
cana-3841	97	13	,	,	PUNCT
cana-3841	97	14	monitor	monitor	VERB
cana-3841	97	15	http	http	ADJ
cana-3841	97	16	traffic	traffic	NOUN
cana-3841	97	17	,	,	PUNCT
cana-3841	97	18	or	or	CCONJ
cana-3841	97	19	block	block	NOUN
cana-3841	97	20	ssh	ssh	PROPN
cana-3841	97	21	brute	brute	ADJ
cana-3841	97	22	force	force	NOUN
cana-3841	97	23	attempts	attempt	NOUN
cana-3841	97	24	.	.	PUNCT
cana-3841	98	1	when	when	SCONJ
cana-3841	98	2	compared	compare	VERB
cana-3841	98	3	to	to	ADP
cana-3841	98	4	other	other	ADJ
cana-3841	98	5	ids	id	NOUN
cana-3841	98	6	/	/	SYM
cana-3841	98	7	ips	ips	NOUN
cana-3841	98	8	solutions	solution	NOUN
cana-3841	98	9	like	like	ADP
cana-3841	98	10	suricata	suricata	NOUN
cana-3841	98	11	and	and	CCONJ
cana-3841	98	12	bro	bro	NOUN
cana-3841	98	13	(	(	PUNCT
cana-3841	98	14	zeek	zeek	PROPN
cana-3841	98	15	)	)	PUNCT
cana-3841	98	16	,	,	PUNCT
cana-3841	98	17	snort	snort	VERB
cana-3841	98	18	stands	stand	VERB
cana-3841	98	19	out	out	ADP
cana-3841	98	20	for	for	ADP
cana-3841	98	21	its	its	PRON
cana-3841	98	22	widespread	widespread	ADJ
cana-3841	98	23	adoption	adoption	NOUN
cana-3841	98	24	,	,	PUNCT
cana-3841	98	25	though	though	SCONJ
cana-3841	98	26	suricata	suricata	NOUN
cana-3841	98	27	offers	offer	VERB
cana-3841	98	28	better	well	ADJ
cana-3841	98	29	performance	performance	NOUN
cana-3841	98	30	through	through	ADP
cana-3841	98	31	multithreading	multithreade	VERB
cana-3841	98	32	capabilities	capability	NOUN
cana-3841	98	33	.	.	PUNCT
cana-3841	99	1	to	to	PART
cana-3841	99	2	improve	improve	VERB
cana-3841	99	3	the	the	DET
cana-3841	99	4	effectiveness	effectiveness	NOUN
cana-3841	99	5	of	of	ADP
cana-3841	99	6	intrusion	intrusion	NOUN
cana-3841	99	7	detection	detection	NOUN
cana-3841	99	8	and	and	CCONJ
cana-3841	99	9	prevention	prevention	NOUN
cana-3841	99	10	systems	system	NOUN
cana-3841	99	11	(	(	PUNCT
cana-3841	99	12	ids	ids	NOUN
cana-3841	99	13	/	/	SYM
cana-3841	99	14	ips	ip	NOUN
cana-3841	99	15	)	)	PUNCT
cana-3841	99	16	,	,	PUNCT
cana-3841	99	17	we	we	PRON
cana-3841	99	18	implemented	implement	VERB
cana-3841	99	19	artificial	artificial	ADJ
cana-3841	99	20	neural	neural	ADJ
cana-3841	99	21	networks	network	NOUN
cana-3841	99	22	(	(	PUNCT
cana-3841	99	23	anns	anns	PROPN
cana-3841	99	24	)	)	PUNCT
cana-3841	99	25	.	.	PUNCT
cana-3841	100	1	we	we	PRON
cana-3841	100	2	used	use	VERB
cana-3841	100	3	the	the	DET
cana-3841	100	4	nsl	nsl	NOUN
cana-3841	100	5	-	-	PUNCT
cana-3841	100	6	kdd	kdd	PROPN
cana-3841	100	7	dataset	dataset	NOUN
cana-3841	100	8	,	,	PUNCT
cana-3841	100	9	which	which	PRON
cana-3841	100	10	contains	contain	VERB
cana-3841	100	11	41	41	NUM
cana-3841	100	12	features	feature	NOUN
cana-3841	100	13	for	for	ADP
cana-3841	100	14	each	each	DET
cana-3841	100	15	network	network	NOUN
cana-3841	100	16	connection	connection	NOUN
cana-3841	100	17	and	and	CCONJ
cana-3841	100	18	categorizes	categorize	VERB
cana-3841	100	19	traffic	traffic	NOUN
cana-3841	100	20	into	into	ADP
cana-3841	100	21	five	five	NUM
cana-3841	100	22	types	type	NOUN
cana-3841	100	23	:	:	PUNCT
cana-3841	100	24	normal	normal	ADJ
cana-3841	100	25	,	,	PUNCT
cana-3841	100	26	denial	denial	NOUN
cana-3841	100	27	of	of	ADP
cana-3841	100	28	service	service	NOUN
cana-3841	100	29	(	(	PUNCT
cana-3841	100	30	dos	dos	PROPN
cana-3841	100	31	)	)	PUNCT
cana-3841	100	32	,	,	PUNCT
cana-3841	100	33	remote	remote	VERB
cana-3841	100	34	to	to	ADP
cana-3841	100	35	local	local	ADJ
cana-3841	100	36	(	(	PUNCT
cana-3841	100	37	r2l	r2l	NOUN
cana-3841	100	38	)	)	PUNCT
cana-3841	100	39	,	,	PUNCT
cana-3841	100	40	user	user	NOUN
cana-3841	100	41	to	to	PART
cana-3841	100	42	root	root	VERB
cana-3841	100	43	(	(	PUNCT
cana-3841	100	44	u2r	u2r	PROPN
cana-3841	100	45	)	)	PUNCT
cana-3841	100	46	,	,	PUNCT
cana-3841	100	47	and	and	CCONJ
cana-3841	100	48	probing	probe	VERB
cana-3841	100	49	.	.	PUNCT
cana-3841	101	1	the	the	DET
cana-3841	101	2	ann	ann	PROPN
cana-3841	101	3	model	model	NOUN
cana-3841	101	4	has	have	VERB
cana-3841	101	5	an	an	DET
cana-3841	101	6	input	input	NOUN
cana-3841	101	7	layer	layer	NOUN
cana-3841	101	8	with	with	ADP
cana-3841	101	9	41	41	NUM
cana-3841	101	10	neurons	neuron	NOUN
cana-3841	101	11	,	,	PUNCT
cana-3841	101	12	representing	represent	VERB
cana-3841	101	13	the	the	DET
cana-3841	101	14	dataset	dataset	NOUN
cana-3841	101	15	features	feature	NOUN
cana-3841	101	16	.	.	PUNCT
cana-3841	102	1	it	it	PRON
cana-3841	102	2	also	also	ADV
cana-3841	102	3	includes	include	VERB
cana-3841	102	4	one	one	NUM
cana-3841	102	5	or	or	CCONJ
cana-3841	102	6	more	more	ADV
cana-3841	102	7	hidden	hidden	ADJ
cana-3841	102	8	layers	layer	NOUN
cana-3841	102	9	with	with	ADP
cana-3841	102	10	varying	vary	VERB
cana-3841	102	11	numbers	number	NOUN
cana-3841	102	12	of	of	ADP
cana-3841	102	13	neurons	neuron	NOUN
cana-3841	102	14	,	,	PUNCT
cana-3841	102	15	using	use	VERB
cana-3841	102	16	the	the	DET
cana-3841	102	17	relu	relu	NOUN
cana-3841	102	18	activation	activation	NOUN
cana-3841	102	19	function	function	NOUN
cana-3841	102	20	.	.	PUNCT
cana-3841	103	1	the	the	DET
cana-3841	103	2	output	output	NOUN
cana-3841	103	3	layer	layer	NOUN
cana-3841	103	4	has	have	VERB
cana-3841	103	5	five	five	NUM
cana-3841	103	6	neurons	neuron	NOUN
cana-3841	103	7	,	,	PUNCT
cana-3841	103	8	using	use	VERB
cana-3841	103	9	softmax	softmax	NOUN
cana-3841	103	10	activation	activation	NOUN
cana-3841	103	11	for	for	ADP
cana-3841	103	12	classification	classification	NOUN
cana-3841	103	13	.	.	PUNCT
cana-3841	104	1	before	before	ADP
cana-3841	104	2	training	training	NOUN
cana-3841	104	3	,	,	PUNCT
cana-3841	104	4	we	we	PRON
cana-3841	104	5	preprocessed	preprocesse	VERB
cana-3841	104	6	the	the	DET
cana-3841	104	7	data	datum	NOUN
cana-3841	104	8	using	use	VERB
cana-3841	104	9	normalization	normalization	NOUN
cana-3841	104	10	and	and	CCONJ
cana-3841	104	11	one	one	NUM
cana-3841	104	12	-	-	PUNCT
cana-3841	104	13	hot	hot	ADJ
cana-3841	104	14	encoding	encoding	NOUN
cana-3841	104	15	.	.	PUNCT
cana-3841	105	1	we	we	PRON
cana-3841	105	2	trained	train	VERB
cana-3841	105	3	the	the	DET
cana-3841	105	4	model	model	NOUN
cana-3841	105	5	using	use	VERB
cana-3841	105	6	the	the	DET
cana-3841	105	7	backpropagation	backpropagation	NOUN
cana-3841	105	8	algorithm	algorithm	NOUN
cana-3841	105	9	and	and	CCONJ
cana-3841	105	10	evaluated	evaluate	VERB
cana-3841	105	11	its	its	PRON
cana-3841	105	12	performance	performance	NOUN
cana-3841	105	13	using	use	VERB
cana-3841	105	14	metrics	metric	NOUN
cana-3841	105	15	such	such	ADJ
cana-3841	105	16	as	as	ADP
cana-3841	105	17	accuracy	accuracy	NOUN
cana-3841	105	18	,	,	PUNCT
cana-3841	105	19	precision	precision	NOUN
cana-3841	105	20	,	,	PUNCT
cana-3841	105	21	recall	recall	NOUN
cana-3841	105	22	,	,	PUNCT
cana-3841	105	23	and	and	CCONJ
cana-3841	105	24	f1	f1	NOUN
cana-3841	105	25	-	-	PUNCT
cana-3841	105	26	score	score	NOUN
cana-3841	105	27	.	.	PUNCT
cana-3841	106	1	the	the	DET
cana-3841	106	2	overall	overall	ADJ
cana-3841	106	3	metrics	metric	NOUN
cana-3841	106	4	are	be	AUX
cana-3841	106	5	97.5	97.5	NUM
cana-3841	106	6	%	%	NOUN
cana-3841	106	7	,	,	PUNCT
cana-3841	106	8	96.7	96.7	NUM
cana-3841	106	9	%	%	NOUN
cana-3841	106	10	,	,	PUNCT
cana-3841	106	11	95.9	95.9	NUM
cana-3841	106	12	%	%	NOUN
cana-3841	106	13	,	,	PUNCT
cana-3841	106	14	and	and	CCONJ
cana-3841	106	15	96.3	96.3	NUM
cana-3841	106	16	%	%	NOUN
cana-3841	106	17	respectively	respectively	ADV
cana-3841	106	18	.	.	PUNCT
cana-3841	107	1	fig	fig	NOUN
cana-3841	107	2	.	.	PUNCT
cana-3841	108	1	3working	3working	NUM
cana-3841	108	2	of	of	ADP
cana-3841	108	3	snort	snort	NOUN
cana-3841	108	4	3.2	3.2	NUM
cana-3841	108	5	aide	aide	NOUN
cana-3841	108	6	aide	aide	NOUN
cana-3841	108	7	(	(	PUNCT
cana-3841	108	8	advanced	advanced	ADJ
cana-3841	108	9	intrusion	intrusion	NOUN
cana-3841	108	10	detection	detection	NOUN
cana-3841	108	11	environment	environment	NOUN
cana-3841	108	12	)	)	PUNCT
cana-3841	108	13	is	be	AUX
cana-3841	108	14	a	a	DET
cana-3841	108	15	very	very	ADV
cana-3841	108	16	capable	capable	ADJ
cana-3841	108	17	host	host	NOUN
cana-3841	108	18	-	-	PUNCT
cana-3841	108	19	based	base	VERB
cana-3841	108	20	intrusion	intrusion	NOUN
cana-3841	108	21	detection	detection	NOUN
cana-3841	108	22	system	system	NOUN
cana-3841	108	23	for	for	ADP
cana-3841	108	24	monitoring	monitor	VERB
cana-3841	108	25	file	file	NOUN
cana-3841	108	26	and	and	CCONJ
cana-3841	108	27	directory	directory	NOUN
cana-3841	108	28	changes	change	NOUN
cana-3841	108	29	on	on	ADP
cana-3841	108	30	unix	unix	NOUN
cana-3841	108	31	systems	system	NOUN
cana-3841	108	32	.	.	PUNCT
cana-3841	109	1	it	it	PRON
cana-3841	109	2	functions	function	VERB
cana-3841	109	3	by	by	ADP
cana-3841	109	4	creating	create	VERB
cana-3841	109	5	cryptographic	cryptographic	ADJ
cana-3841	109	6	hashes	hash	NOUN
cana-3841	109	7	(	(	PUNCT
cana-3841	109	8	those	those	PRON
cana-3841	109	9	of	of	ADP
cana-3841	109	10	rmd160	rmd160	PROPN
cana-3841	109	11	,	,	PUNCT
cana-3841	109	12	md5	md5	NOUN
cana-3841	109	13	,	,	PUNCT
cana-3841	109	14	tiger	tiger	NOUN
cana-3841	109	15	,	,	PUNCT
cana-3841	109	16	crc32	crc32	PROPN
cana-3841	109	17	,	,	PUNCT
cana-3841	109	18	sha1	sha1	NOUN
cana-3841	109	19	,	,	PUNCT
cana-3841	109	20	sha256	sha256	PROPN
cana-3841	109	21	,	,	PUNCT
cana-3841	109	22	sha512	sha512	PROPN
cana-3841	109	23	)	)	PUNCT
cana-3841	109	24	of	of	ADP
cana-3841	109	25	file	file	NOUN
cana-3841	109	26	attributes	attribute	NOUN
cana-3841	109	27	and	and	CCONJ
cana-3841	109	28	storing	store	VERB
cana-3841	109	29	them	they	PRON
cana-3841	109	30	into	into	ADP
cana-3841	109	31	a	a	DET
cana-3841	109	32	database	database	NOUN
cana-3841	109	33	,	,	PUNCT
cana-3841	109	34	which	which	PRON
cana-3841	109	35	is	be	AUX
cana-3841	109	36	then	then	ADV
cana-3841	109	37	to	to	PART
cana-3841	109	38	be	be	AUX
cana-3841	109	39	compared	compare	VERB
cana-3841	109	40	in	in	ADP
cana-3841	109	41	periodic	periodic	ADJ
cana-3841	109	42	scans	scan	NOUN
cana-3841	109	43	.	.	PUNCT
cana-3841	110	1	installation	installation	NOUN
cana-3841	110	2	is	be	AUX
cana-3841	110	3	quite	quite	ADV
cana-3841	110	4	simple	simple	ADJ
cana-3841	110	5	by	by	ADP
cana-3841	110	6	installing	instal	VERB
cana-3841	110	7	a	a	DET
cana-3841	110	8	package	package	NOUN
cana-3841	110	9	and	and	CCONJ
cana-3841	110	10	initializing	initialize	VERB
cana-3841	110	11	the	the	DET
cana-3841	110	12	database	database	NOUN
cana-3841	110	13	with	with	ADP
cana-3841	110	14	some	some	DET
cana-3841	110	15	very	very	ADV
cana-3841	110	16	simple	simple	ADJ
cana-3841	110	17	commands	command	NOUN
cana-3841	110	18	.	.	PUNCT
cana-3841	111	1	where	where	SCONJ
cana-3841	111	2	it	it	PRON
cana-3841	111	3	shines	shine	VERB
cana-3841	111	4	is	be	AUX
cana-3841	111	5	in	in	ADP
cana-3841	111	6	detecting	detect	VERB
cana-3841	111	7	unauthorized	unauthorized	ADJ
cana-3841	111	8	changes	change	NOUN
cana-3841	111	9	as	as	ADP
cana-3841	111	10	a	a	DET
cana-3841	111	11	result	result	NOUN
cana-3841	111	12	of	of	ADP
cana-3841	111	13	initiating	initiate	VERB
cana-3841	111	14	scans	scan	NOUN
cana-3841	111	15	of	of	ADP
cana-3841	111	16	systems	system	NOUN
cana-3841	111	17	and	and	CCONJ
cana-3841	111	18	comparing	compare	VERB
cana-3841	111	19	versus	versus	ADP
cana-3841	111	20	baseline	baseline	NOUN
cana-3841	111	21	configurations	configuration	NOUN
cana-3841	111	22	;	;	PUNCT
cana-3841	111	23	it	it	PRON
cana-3841	111	24	has	have	AUX
cana-3841	111	25	therefore	therefore	ADV
cana-3841	111	26	become	become	VERB
cana-3841	111	27	an	an	DET
cana-3841	111	28	essential	essential	ADJ
cana-3841	111	29	tool	tool	NOUN
cana-3841	111	30	for	for	ADP
cana-3841	111	31	monitoring	monitor	VERB
cana-3841	111	32	system	system	NOUN
cana-3841	111	33	integrity	integrity	NOUN
cana-3841	111	34	.	.	PUNCT
cana-3841	112	1	3.3	3.3	NUM
cana-3841	112	2	luks	luk	VERB
cana-3841	112	3	communications	communication	NOUN
cana-3841	112	4	on	on	ADP
cana-3841	112	5	applied	apply	VERB
cana-3841	112	6	nonlinear	nonlinear	ADJ
cana-3841	112	7	analysis	analysis	NOUN
cana-3841	112	8	issn	issn	NOUN
cana-3841	112	9	:	:	PUNCT
cana-3841	112	10	1074	1074	NUM
cana-3841	112	11	-	-	PUNCT
cana-3841	112	12	133x	133x	NUM
cana-3841	112	13	vol	vol	NOUN
cana-3841	112	14	32	32	NUM
cana-3841	112	15	no	no	NOUN
cana-3841	112	16	.	.	PUNCT
cana-3841	113	1	9s	9s	NUM
cana-3841	113	2	(	(	PUNCT
cana-3841	113	3	2025	2025	NUM
cana-3841	113	4	)	)	PUNCT
cana-3841	113	5	104	104	NUM
cana-3841	114	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-3841	114	2	linux	linux	PROPN
cana-3841	114	3	unified	unify	VERB
cana-3841	114	4	key	key	ADJ
cana-3841	114	5	setup	setup	NOUN
cana-3841	114	6	(	(	PUNCT
cana-3841	114	7	luks	luks	INTJ
cana-3841	114	8	)	)	PUNCT
cana-3841	114	9	is	be	AUX
cana-3841	114	10	the	the	DET
cana-3841	114	11	standard	standard	NOUN
cana-3841	114	12	for	for	ADP
cana-3841	114	13	linux	linux	PROPN
cana-3841	114	14	full	full	ADJ
cana-3841	114	15	disk	disk	NOUN
cana-3841	114	16	encryption	encryption	NOUN
cana-3841	114	17	.	.	PUNCT
cana-3841	115	1	it	it	PRON
cana-3841	115	2	works	work	VERB
cana-3841	115	3	at	at	ADP
cana-3841	115	4	the	the	DET
cana-3841	115	5	block	block	NOUN
cana-3841	115	6	level	level	NOUN
cana-3841	115	7	using	use	VERB
cana-3841	115	8	symmetric	symmetric	ADJ
cana-3841	115	9	cryptography	cryptography	NOUN
cana-3841	115	10	with	with	ADP
cana-3841	115	11	a	a	DET
cana-3841	115	12	master	master	NOUN
cana-3841	115	13	-	-	PUNCT
cana-3841	115	14	key	key	NOUN
cana-3841	115	15	system	system	NOUN
cana-3841	115	16	to	to	PART
cana-3841	115	17	protect	protect	VERB
cana-3841	115	18	data	datum	NOUN
cana-3841	115	19	.	.	PUNCT
cana-3841	116	1	it	it	PRON
cana-3841	116	2	formats	format	VERB
cana-3841	116	3	partitions	partition	NOUN
cana-3841	116	4	with	with	ADP
cana-3841	116	5	luks	luks	PROPN
cana-3841	116	6	encryption	encryption	NOUN
cana-3841	116	7	,	,	PUNCT
cana-3841	116	8	generates	generate	VERB
cana-3841	116	9	key	key	ADJ
cana-3841	116	10	slots	slot	NOUN
cana-3841	116	11	,	,	PUNCT
cana-3841	116	12	and	and	CCONJ
cana-3841	116	13	operates	operate	VERB
cana-3841	116	14	on	on	ADP
cana-3841	116	15	encrypted	encrypt	VERB
cana-3841	116	16	volumes	volume	NOUN
cana-3841	116	17	using	use	VERB
cana-3841	116	18	the	the	DET
cana-3841	116	19	cryptsetup	cryptsetup	NOUN
cana-3841	116	20	utility	utility	NOUN
cana-3841	116	21	.	.	PUNCT
cana-3841	117	1	luks	luks	INTJ
cana-3841	117	2	is	be	AUX
cana-3841	117	3	appealing	appeal	VERB
cana-3841	117	4	because	because	SCONJ
cana-3841	117	5	it	it	PRON
cana-3841	117	6	is	be	AUX
cana-3841	117	7	an	an	DET
cana-3841	117	8	open	open	ADJ
cana-3841	117	9	standard	standard	NOUN
cana-3841	117	10	,	,	PUNCT
cana-3841	117	11	offers	offer	VERB
cana-3841	117	12	excellent	excellent	ADJ
cana-3841	117	13	key	key	ADJ
cana-3841	117	14	management	management	NOUN
cana-3841	117	15	features	feature	VERB
cana-3841	117	16	with	with	ADP
cana-3841	117	17	support	support	NOUN
cana-3841	117	18	for	for	ADP
cana-3841	117	19	various	various	ADJ
cana-3841	117	20	key	key	ADJ
cana-3841	117	21	slots	slot	NOUN
cana-3841	117	22	,	,	PUNCT
cana-3841	117	23	and	and	CCONJ
cana-3841	117	24	does	do	AUX
cana-3841	117	25	not	not	PART
cana-3841	117	26	significantly	significantly	ADV
cana-3841	117	27	reduce	reduce	VERB
cana-3841	117	28	performance	performance	NOUN
cana-3841	117	29	while	while	SCONJ
cana-3841	117	30	still	still	ADV
cana-3841	117	31	providing	provide	VERB
cana-3841	117	32	strong	strong	ADJ
cana-3841	117	33	security	security	NOUN
cana-3841	117	34	using	use	VERB
cana-3841	117	35	efficient	efficient	ADJ
cana-3841	117	36	encryption	encryption	NOUN
cana-3841	117	37	ciphers	cipher	NOUN
cana-3841	117	38	such	such	ADJ
cana-3841	117	39	as	as	ADP
cana-3841	117	40	aes	aes	PROPN
cana-3841	117	41	.	.	PROPN
cana-3841	117	42	3.4	3.4	NUM
cana-3841	117	43	lynis	lynis	PROPN
cana-3841	117	44	lynis	lynis	PROPN
cana-3841	117	45	is	be	AUX
cana-3841	117	46	a	a	DET
cana-3841	117	47	complete	complete	ADJ
cana-3841	117	48	security	security	NOUN
cana-3841	117	49	auditing	auditing	NOUN
cana-3841	117	50	tool	tool	NOUN
cana-3841	117	51	for	for	ADP
cana-3841	117	52	unix	unix	NOUN
cana-3841	117	53	-	-	PUNCT
cana-3841	117	54	based	base	VERB
cana-3841	117	55	systems	system	NOUN
cana-3841	117	56	,	,	PUNCT
cana-3841	117	57	with	with	ADP
cana-3841	117	58	advanced	advanced	ADJ
cana-3841	117	59	system	system	NOUN
cana-3841	117	60	scanning	scan	VERB
cana-3841	117	61	capabilities	capability	NOUN
cana-3841	117	62	to	to	PART
cana-3841	117	63	detect	detect	VERB
cana-3841	117	64	security	security	NOUN
cana-3841	117	65	vulnerabilities	vulnerability	NOUN
cana-3841	117	66	,	,	PUNCT
cana-3841	117	67	configuration	configuration	NOUN
cana-3841	117	68	problems	problem	NOUN
cana-3841	117	69	,	,	PUNCT
cana-3841	117	70	and	and	CCONJ
cana-3841	117	71	compliance	compliance	NOUN
cana-3841	117	72	issues	issue	NOUN
cana-3841	117	73	.	.	PUNCT
cana-3841	118	1	the	the	DET
cana-3841	118	2	software	software	NOUN
cana-3841	118	3	assesses	assess	VERB
cana-3841	118	4	a	a	DET
cana-3841	118	5	variety	variety	NOUN
cana-3841	118	6	of	of	ADP
cana-3841	118	7	system	system	NOUN
cana-3841	118	8	facets	facet	NOUN
cana-3841	118	9	,	,	PUNCT
cana-3841	118	10	including	include	VERB
cana-3841	118	11	configuration	configuration	NOUN
cana-3841	118	12	files	file	NOUN
cana-3841	118	13	,	,	PUNCT
cana-3841	118	14	installed	instal	VERB
cana-3841	118	15	packages	package	NOUN
cana-3841	118	16	,	,	PUNCT
cana-3841	118	17	user	user	NOUN
cana-3841	118	18	accounts	account	NOUN
cana-3841	118	19	,	,	PUNCT
cana-3841	118	20	and	and	CCONJ
cana-3841	118	21	network	network	NOUN
cana-3841	118	22	settings	setting	NOUN
cana-3841	118	23	,	,	PUNCT
cana-3841	118	24	comparing	compare	VERB
cana-3841	118	25	them	they	PRON
cana-3841	118	26	against	against	ADP
cana-3841	118	27	security	security	NOUN
cana-3841	118	28	best	good	ADJ
cana-3841	118	29	practices	practice	NOUN
cana-3841	118	30	.	.	PUNCT
cana-3841	119	1	it	it	PRON
cana-3841	119	2	is	be	AUX
cana-3841	119	3	lightweight	lightweight	ADJ
cana-3841	119	4	,	,	PUNCT
cana-3841	119	5	boasts	boast	VERB
cana-3841	119	6	a	a	DET
cana-3841	119	7	comprehensive	comprehensive	ADJ
cana-3841	119	8	report	report	NOUN
cana-3841	119	9	function	function	NOUN
cana-3841	119	10	,	,	PUNCT
cana-3841	119	11	and	and	CCONJ
cana-3841	119	12	presents	present	VERB
cana-3841	119	13	options	option	NOUN
cana-3841	119	14	for	for	ADP
cana-3841	119	15	customized	customized	ADJ
cana-3841	119	16	testing	testing	NOUN
cana-3841	119	17	,	,	PUNCT
cana-3841	119	18	ideal	ideal	ADJ
cana-3841	119	19	for	for	ADP
cana-3841	119	20	systems	system	NOUN
cana-3841	119	21	administrators	administrator	NOUN
cana-3841	119	22	who	who	PRON
cana-3841	119	23	must	must	AUX
cana-3841	119	24	constantly	constantly	ADV
cana-3841	119	25	maintain	maintain	VERB
cana-3841	119	26	a	a	DET
cana-3841	119	27	rigorous	rigorous	ADJ
cana-3841	119	28	security	security	NOUN
cana-3841	119	29	stance	stance	NOUN
cana-3841	119	30	.	.	PUNCT
cana-3841	120	1	3.5	3.5	NUM
cana-3841	120	2	firewall	firewall	NOUN
cana-3841	120	3	an	an	DET
cana-3841	120	4	overview	overview	NOUN
cana-3841	120	5	of	of	ADP
cana-3841	120	6	two	two	NUM
cana-3841	120	7	major	major	ADJ
cana-3841	120	8	firewall	firewall	NOUN
cana-3841	120	9	administration	administration	NOUN
cana-3841	120	10	tools	tool	NOUN
cana-3841	120	11	,	,	PUNCT
cana-3841	120	12	ufw	ufw	PROPN
cana-3841	120	13	(	(	PUNCT
cana-3841	120	14	uncomplicated	uncomplicated	ADJ
cana-3841	120	15	firewall	firewall	NOUN
cana-3841	120	16	)	)	PUNCT
cana-3841	120	17	and	and	CCONJ
cana-3841	120	18	iptables	iptable	NOUN
cana-3841	120	19	.	.	PUNCT
cana-3841	121	1	ufw	ufw	NOUN
cana-3841	121	2	is	be	AUX
cana-3841	121	3	designed	design	VERB
cana-3841	121	4	to	to	PART
cana-3841	121	5	work	work	VERB
cana-3841	121	6	as	as	ADP
cana-3841	121	7	a	a	DET
cana-3841	121	8	front	front	ADJ
cana-3841	121	9	-	-	PUNCT
cana-3841	121	10	end	end	NOUN
cana-3841	121	11	to	to	ADP
cana-3841	121	12	the	the	DET
cana-3841	121	13	iptables	iptable	NOUN
cana-3841	121	14	rules	rule	NOUN
cana-3841	121	15	that	that	PRON
cana-3841	121	16	allow	allow	VERB
cana-3841	121	17	users	user	NOUN
cana-3841	121	18	to	to	PART
cana-3841	121	19	execute	execute	VERB
cana-3841	121	20	commands	command	NOUN
cana-3841	121	21	easily	easily	ADV
cana-3841	121	22	and	and	CCONJ
cana-3841	121	23	manage	manage	VERB
cana-3841	121	24	firewall	firewall	NOUN
cana-3841	121	25	rules	rule	NOUN
cana-3841	121	26	with	with	ADP
cana-3841	121	27	application	application	NOUN
cana-3841	121	28	profiles	profile	NOUN
cana-3841	121	29	.	.	PUNCT
cana-3841	122	1	iptables	iptable	NOUN
cana-3841	122	2	has	have	VERB
cana-3841	122	3	a	a	DET
cana-3841	122	4	chain	chain	NOUN
cana-3841	122	5	of	of	ADP
cana-3841	122	6	rules	rule	NOUN
cana-3841	122	7	allowing	allow	VERB
cana-3841	122	8	more	more	ADJ
cana-3841	122	9	refined	refined	ADJ
cana-3841	122	10	control	control	NOUN
cana-3841	122	11	over	over	ADP
cana-3841	122	12	packet	packet	NOUN
cana-3841	122	13	filtering	filtering	NOUN
cana-3841	122	14	and	and	CCONJ
cana-3841	122	15	network	network	NOUN
cana-3841	122	16	address	address	NOUN
cana-3841	122	17	translation	translation	NOUN
cana-3841	122	18	.	.	PUNCT
cana-3841	123	1	although	although	SCONJ
cana-3841	123	2	both	both	DET
cana-3841	123	3	tools	tool	NOUN
cana-3841	123	4	allow	allow	VERB
cana-3841	123	5	management	management	NOUN
cana-3841	123	6	of	of	ADP
cana-3841	123	7	network	network	NOUN
cana-3841	123	8	traffic	traffic	NOUN
cana-3841	123	9	,	,	PUNCT
cana-3841	123	10	they	they	PRON
cana-3841	123	11	suffice	suffice	VERB
cana-3841	123	12	different	different	ADJ
cana-3841	123	13	reported	report	VERB
cana-3841	123	14	needs	need	NOUN
cana-3841	123	15	—	—	PUNCT
cana-3841	123	16	ufw	ufw	NOUN
cana-3841	123	17	suited	suit	VERB
cana-3841	123	18	towards	towards	ADP
cana-3841	123	19	users	user	NOUN
cana-3841	123	20	who	who	PRON
cana-3841	123	21	want	want	VERB
cana-3841	123	22	something	something	PRON
cana-3841	123	23	simple	simple	ADJ
cana-3841	123	24	,	,	PUNCT
cana-3841	123	25	and	and	CCONJ
cana-3841	123	26	iptables	iptable	NOUN
cana-3841	123	27	aimed	aim	VERB
cana-3841	123	28	at	at	ADP
cana-3841	123	29	advanced	advanced	ADJ
cana-3841	123	30	control	control	NOUN
cana-3841	123	31	and	and	CCONJ
cana-3841	123	32	detailed	detailed	ADJ
cana-3841	123	33	traffic	traffic	NOUN
cana-3841	123	34	manipulation	manipulation	NOUN
cana-3841	123	35	by	by	ADP
cana-3841	123	36	experienced	experienced	ADJ
cana-3841	123	37	administrators	administrator	NOUN
cana-3841	123	38	.	.	PUNCT
cana-3841	124	1	3.6	3.6	NUM
cana-3841	124	2	summary	summary	NOUN
cana-3841	124	3	of	of	ADP
cana-3841	124	4	flutter	flutter	NOUN
cana-3841	124	5	,	,	PUNCT
cana-3841	124	6	dart	dart	NOUN
cana-3841	124	7	,	,	PUNCT
cana-3841	124	8	and	and	CCONJ
cana-3841	124	9	ffi	ffi	PROPN
cana-3841	124	10	integration	integration	NOUN
cana-3841	124	11	3.6.1	3.6.1	NUM
cana-3841	124	12	overview	overview	NOUN
cana-3841	124	13	flutter	flutter	NOUN
cana-3841	124	14	,	,	PUNCT
cana-3841	124	15	google	google	PROPN
cana-3841	124	16	's	's	PART
cana-3841	124	17	open	open	ADJ
cana-3841	124	18	-	-	PUNCT
cana-3841	124	19	source	source	NOUN
cana-3841	124	20	ui	ui	PROPN
cana-3841	124	21	development	development	PROPN
cana-3841	124	22	kit	kit	PROPN
cana-3841	124	23	,	,	PUNCT
cana-3841	124	24	paired	pair	VERB
cana-3841	124	25	with	with	ADP
cana-3841	124	26	the	the	DET
cana-3841	124	27	dart	dart	NOUN
cana-3841	124	28	programming	programming	NOUN
cana-3841	124	29	language	language	NOUN
cana-3841	124	30	,	,	PUNCT
cana-3841	124	31	provides	provide	VERB
cana-3841	124	32	a	a	DET
cana-3841	124	33	comprehensive	comprehensive	ADJ
cana-3841	124	34	framework	framework	NOUN
cana-3841	124	35	for	for	ADP
cana-3841	124	36	cross	cross	ADJ
cana-3841	124	37	-	-	ADJ
cana-3841	124	38	platform	platform	ADJ
cana-3841	124	39	application	application	NOUN
cana-3841	124	40	development	development	NOUN
cana-3841	124	41	.	.	PUNCT
cana-3841	125	1	the	the	DET
cana-3841	125	2	installation	installation	NOUN
cana-3841	125	3	process	process	NOUN
cana-3841	125	4	involves	involve	VERB
cana-3841	125	5	downloading	download	VERB
cana-3841	125	6	the	the	DET
cana-3841	125	7	flutter	flutter	NOUN
cana-3841	125	8	sdk	sdk	PROPN
cana-3841	125	9	,	,	PUNCT
cana-3841	125	10	which	which	PRON
cana-3841	125	11	includes	include	VERB
cana-3841	125	12	dart	dart	NOUN
cana-3841	125	13	,	,	PUNCT
cana-3841	125	14	setting	set	VERB
cana-3841	125	15	up	up	ADP
cana-3841	125	16	environment	environment	NOUN
cana-3841	125	17	variables	variable	NOUN
cana-3841	125	18	,	,	PUNCT
cana-3841	125	19	and	and	CCONJ
cana-3841	125	20	validating	validate	VERB
cana-3841	125	21	the	the	DET
cana-3841	125	22	installation	installation	NOUN
cana-3841	125	23	using	use	VERB
cana-3841	125	24	the	the	DET
cana-3841	125	25	flutter	flutter	NOUN
cana-3841	125	26	doctor	doctor	NOUN
cana-3841	125	27	command	command	NOUN
cana-3841	125	28	.	.	PUNCT
cana-3841	126	1	this	this	DET
cana-3841	126	2	integrated	integrate	VERB
cana-3841	126	3	development	development	NOUN
cana-3841	126	4	environment	environment	NOUN
cana-3841	126	5	enables	enable	VERB
cana-3841	126	6	developers	developer	NOUN
cana-3841	126	7	to	to	PART
cana-3841	126	8	create	create	VERB
cana-3841	126	9	applications	application	NOUN
cana-3841	126	10	that	that	PRON
cana-3841	126	11	can	can	AUX
cana-3841	126	12	target	target	VERB
cana-3841	126	13	multiple	multiple	ADJ
cana-3841	126	14	platforms	platform	NOUN
cana-3841	126	15	while	while	SCONJ
cana-3841	126	16	maintaining	maintain	VERB
cana-3841	126	17	a	a	DET
cana-3841	126	18	single	single	ADJ
cana-3841	126	19	codebase	codebase	ADJ
cana-3841	126	20	,	,	PUNCT
cana-3841	126	21	significantly	significantly	ADV
cana-3841	126	22	reducing	reduce	VERB
cana-3841	126	23	development	development	NOUN
cana-3841	126	24	overhead	overhead	NOUN
cana-3841	126	25	and	and	CCONJ
cana-3841	126	26	time	time	NOUN
cana-3841	126	27	-	-	PUNCT
cana-3841	126	28	to	to	ADP
cana-3841	126	29	-	-	PUNCT
cana-3841	126	30	market	market	NOUN
cana-3841	126	31	for	for	ADP
cana-3841	126	32	applications	application	NOUN
cana-3841	126	33	.	.	PUNCT
cana-3841	127	1	3.6.2	3.6.2	NUM
cana-3841	127	2	core	core	NOUN
cana-3841	127	3	components	component	NOUN
cana-3841	127	4	and	and	CCONJ
cana-3841	127	5	their	their	PRON
cana-3841	127	6	integration	integration	NOUN
cana-3841	127	7	the	the	DET
cana-3841	127	8	framework	framework	NOUN
cana-3841	127	9	's	's	PART
cana-3841	127	10	architecture	architecture	NOUN
cana-3841	127	11	revolves	revolve	VERB
cana-3841	127	12	around	around	ADP
cana-3841	127	13	three	three	NUM
cana-3841	127	14	primary	primary	ADJ
cana-3841	127	15	components	component	NOUN
cana-3841	127	16	working	work	VERB
cana-3841	127	17	in	in	ADP
cana-3841	127	18	harmony	harmony	NOUN
cana-3841	127	19	.	.	PUNCT
cana-3841	128	1	flutter	flutter	NOUN
cana-3841	128	2	provides	provide	VERB
cana-3841	128	3	the	the	DET
cana-3841	128	4	ui	ui	PROPN
cana-3841	128	5	framework	framework	NOUN
cana-3841	128	6	with	with	ADP
cana-3841	128	7	its	its	PRON
cana-3841	128	8	reactive	reactive	ADJ
cana-3841	128	9	approach	approach	NOUN
cana-3841	128	10	and	and	CCONJ
cana-3841	128	11	rich	rich	ADJ
cana-3841	128	12	widget	widget	NOUN
cana-3841	128	13	ecosystem	ecosystem	NOUN
cana-3841	128	14	,	,	PUNCT
cana-3841	128	15	allowing	allow	VERB
cana-3841	128	16	developers	developer	NOUN
cana-3841	128	17	to	to	PART
cana-3841	128	18	create	create	VERB
cana-3841	128	19	sophisticated	sophisticated	ADJ
cana-3841	128	20	user	user	NOUN
cana-3841	128	21	interfaces	interface	NOUN
cana-3841	128	22	through	through	ADP
cana-3841	128	23	both	both	DET
cana-3841	128	24	pre	pre	ADJ
cana-3841	128	25	-	-	VERB
cana-3841	128	26	built	build	VERB
cana-3841	128	27	and	and	CCONJ
cana-3841	128	28	custom	custom	NOUN
cana-3841	128	29	widgets	widget	NOUN
cana-3841	128	30	.	.	PUNCT
cana-3841	129	1	the	the	DET
cana-3841	129	2	hot	hot	ADJ
cana-3841	129	3	reload	reload	NOUN
cana-3841	129	4	feature	feature	NOUN
cana-3841	129	5	significantly	significantly	ADV
cana-3841	129	6	enhances	enhance	VERB
cana-3841	129	7	the	the	DET
cana-3841	129	8	development	development	NOUN
cana-3841	129	9	workflow	workflow	NOUN
cana-3841	129	10	by	by	ADP
cana-3841	129	11	enabling	enable	VERB
cana-3841	129	12	real	real	ADJ
cana-3841	129	13	-	-	PUNCT
cana-3841	129	14	time	time	NOUN
cana-3841	129	15	code	code	NOUN
cana-3841	129	16	changes	change	NOUN
cana-3841	129	17	visualization	visualization	NOUN
cana-3841	129	18	.	.	PUNCT
cana-3841	130	1	dart	dart	PROPN
cana-3841	130	2	,	,	PUNCT
cana-3841	130	3	as	as	ADP
cana-3841	130	4	the	the	DET
cana-3841	130	5	underlying	underlie	VERB
cana-3841	130	6	programming	programming	NOUN
cana-3841	130	7	language	language	NOUN
cana-3841	130	8	,	,	PUNCT
cana-3841	130	9	brings	bring	VERB
cana-3841	130	10	strong	strong	ADJ
cana-3841	130	11	typing	typing	NOUN
cana-3841	130	12	,	,	PUNCT
cana-3841	130	13	asynchronous	asynchronous	ADJ
cana-3841	130	14	programming	programming	NOUN
cana-3841	130	15	capabilities	capability	NOUN
cana-3841	130	16	,	,	PUNCT
cana-3841	130	17	and	and	CCONJ
cana-3841	130	18	efficient	efficient	ADJ
cana-3841	130	19	compilation	compilation	NOUN
cana-3841	130	20	through	through	ADP
cana-3841	130	21	both	both	DET
cana-3841	130	22	communications	communication	NOUN
cana-3841	130	23	on	on	ADP
cana-3841	130	24	applied	apply	VERB
cana-3841	130	25	nonlinear	nonlinear	ADJ
cana-3841	130	26	analysis	analysis	NOUN
cana-3841	130	27	issn	issn	NOUN
cana-3841	130	28	:	:	PUNCT
cana-3841	130	29	1074	1074	NUM
cana-3841	130	30	-	-	PUNCT
cana-3841	130	31	133x	133x	NUM
cana-3841	130	32	vol	vol	NOUN
cana-3841	130	33	32	32	NUM
cana-3841	130	34	no	no	NOUN
cana-3841	130	35	.	.	PUNCT
cana-3841	131	1	9s	9s	NUM
cana-3841	131	2	(	(	PUNCT
cana-3841	131	3	2025	2025	NUM
cana-3841	131	4	)	)	PUNCT
cana-3841	131	5	105	105	NUM
cana-3841	132	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-3841	132	2	jit	jit	PROPN
cana-3841	132	3	(	(	PUNCT
cana-3841	132	4	just	just	ADV
cana-3841	132	5	-	-	PUNCT
cana-3841	132	6	in	in	ADP
cana-3841	132	7	-	-	PUNCT
cana-3841	132	8	time	time	NOUN
cana-3841	132	9	)	)	PUNCT
cana-3841	132	10	for	for	ADP
cana-3841	132	11	development	development	NOUN
cana-3841	132	12	and	and	CCONJ
cana-3841	132	13	aot	aot	PROPN
cana-3841	132	14	(	(	PUNCT
cana-3841	132	15	ahead	ahead	ADV
cana-3841	132	16	-	-	PUNCT
cana-3841	132	17	of	of	ADP
cana-3841	132	18	-	-	PUNCT
cana-3841	132	19	time	time	NOUN
cana-3841	132	20	)	)	PUNCT
cana-3841	132	21	for	for	ADP
cana-3841	132	22	production	production	NOUN
cana-3841	132	23	builds	build	VERB
cana-3841	132	24	.	.	PUNCT
cana-3841	133	1	the	the	DET
cana-3841	133	2	ffi	ffi	PROPN
cana-3841	133	3	(	(	PUNCT
cana-3841	133	4	foreign	foreign	ADJ
cana-3841	133	5	function	function	NOUN
cana-3841	133	6	interface	interface	NOUN
cana-3841	133	7	)	)	PUNCT
cana-3841	133	8	serves	serve	VERB
cana-3841	133	9	as	as	ADP
cana-3841	133	10	a	a	DET
cana-3841	133	11	crucial	crucial	ADJ
cana-3841	133	12	bridge	bridge	NOUN
cana-3841	133	13	between	between	ADP
cana-3841	133	14	dart	dart	NOUN
cana-3841	133	15	code	code	NOUN
cana-3841	133	16	and	and	CCONJ
cana-3841	133	17	native	native	ADJ
cana-3841	133	18	c	c	NOUN
cana-3841	133	19	/	/	SYM
cana-3841	133	20	c++	c++	NOUN
cana-3841	133	21	implementations	implementation	NOUN
cana-3841	133	22	,	,	PUNCT
cana-3841	133	23	enabling	enable	VERB
cana-3841	133	24	seamless	seamless	ADJ
cana-3841	133	25	integration	integration	NOUN
cana-3841	133	26	with	with	ADP
cana-3841	133	27	platform	platform	NOUN
cana-3841	133	28	-	-	PUNCT
cana-3841	133	29	specific	specific	ADJ
cana-3841	133	30	apis	apis	NOUN
cana-3841	133	31	and	and	CCONJ
cana-3841	133	32	existing	exist	VERB
cana-3841	133	33	native	native	ADJ
cana-3841	133	34	libraries	library	NOUN
cana-3841	133	35	.	.	PUNCT
cana-3841	134	1	3.6.3	3.6.3	NUM
cana-3841	134	2	shell	shell	PROPN
cana-3841	134	3	script	script	NOUN
cana-3841	134	4	management	management	NOUN
cana-3841	134	5	and	and	CCONJ
cana-3841	134	6	language	language	NOUN
cana-3841	134	7	comparison	comparison	NOUN
cana-3841	134	8	in	in	ADP
cana-3841	134	9	the	the	DET
cana-3841	134	10	context	context	NOUN
cana-3841	134	11	of	of	ADP
cana-3841	134	12	shell	shell	ADJ
cana-3841	134	13	script	script	NOUN
cana-3841	134	14	management	management	NOUN
cana-3841	134	15	,	,	PUNCT
cana-3841	134	16	the	the	DET
cana-3841	134	17	dart	dart	NOUN
cana-3841	134	18	/	/	SYM
cana-3841	134	19	flutter	flutter	NOUN
cana-3841	134	20	ecosystem	ecosystem	NOUN
cana-3841	134	21	offers	offer	VERB
cana-3841	134	22	several	several	ADJ
cana-3841	134	23	advantages	advantage	NOUN
cana-3841	134	24	over	over	ADP
cana-3841	134	25	traditional	traditional	ADJ
cana-3841	134	26	solutions	solution	NOUN
cana-3841	134	27	like	like	ADP
cana-3841	134	28	python	python	PROPN
cana-3841	134	29	.	.	PUNCT
cana-3841	135	1	the	the	DET
cana-3841	135	2	strongly	strongly	ADV
cana-3841	135	3	typed	type	VERB
cana-3841	135	4	nature	nature	NOUN
cana-3841	135	5	of	of	ADP
cana-3841	135	6	dart	dart	NOUN
cana-3841	135	7	provides	provide	VERB
cana-3841	135	8	enhanced	enhanced	ADJ
cana-3841	135	9	code	code	NOUN
cana-3841	135	10	safety	safety	NOUN
cana-3841	135	11	and	and	CCONJ
cana-3841	135	12	maintainability	maintainability	NOUN
cana-3841	135	13	through	through	ADP
cana-3841	135	14	compile	compile	NOUN
cana-3841	135	15	-	-	PUNCT
cana-3841	135	16	time	time	NOUN
cana-3841	135	17	error	error	NOUN
cana-3841	135	18	detection	detection	NOUN
cana-3841	135	19	.	.	PUNCT
cana-3841	136	1	the	the	DET
cana-3841	136	2	language	language	NOUN
cana-3841	136	3	's	's	PART
cana-3841	136	4	built	build	VERB
cana-3841	136	5	-	-	PUNCT
cana-3841	136	6	in	in	ADP
cana-3841	136	7	asynchronous	asynchronous	ADJ
cana-3841	136	8	programming	programming	NOUN
cana-3841	136	9	support	support	NOUN
cana-3841	136	10	,	,	PUNCT
cana-3841	136	11	utilizing	utilize	VERB
cana-3841	136	12	async	async	NOUN
cana-3841	136	13	/	/	SYM
cana-3841	136	14	await	await	NOUN
cana-3841	136	15	syntax	syntax	NOUN
cana-3841	136	16	,	,	PUNCT
cana-3841	136	17	enables	enable	VERB
cana-3841	136	18	efficient	efficient	ADJ
cana-3841	136	19	handling	handling	NOUN
cana-3841	136	20	of	of	ADP
cana-3841	136	21	i	i	PROPN
cana-3841	136	22	/	/	SYM
cana-3841	136	23	o	o	ADJ
cana-3841	136	24	-	-	ADJ
cana-3841	136	25	bound	bind	VERB
cana-3841	136	26	operations	operation	NOUN
cana-3841	136	27	and	and	CCONJ
cana-3841	136	28	compute	compute	NOUN
cana-3841	136	29	-	-	PUNCT
cana-3841	136	30	intensive	intensive	ADJ
cana-3841	136	31	tasks	task	NOUN
cana-3841	136	32	.	.	PUNCT
cana-3841	137	1	the	the	DET
cana-3841	137	2	flutter	flutter	NOUN
cana-3841	137	3	plugin	plugin	NOUN
cana-3841	137	4	api	api	NOUN
cana-3841	137	5	allows	allow	VERB
cana-3841	137	6	direct	direct	ADJ
cana-3841	137	7	access	access	NOUN
cana-3841	137	8	to	to	ADP
cana-3841	137	9	platform	platform	NOUN
cana-3841	137	10	-	-	PUNCT
cana-3841	137	11	specific	specific	ADJ
cana-3841	137	12	functionality	functionality	NOUN
cana-3841	137	13	,	,	PUNCT
cana-3841	137	14	while	while	SCONJ
cana-3841	137	15	the	the	DET
cana-3841	137	16	ffi	ffi	PROPN
cana-3841	137	17	capability	capability	NOUN
cana-3841	137	18	makes	make	VERB
cana-3841	137	19	it	it	PRON
cana-3841	137	20	easy	easy	ADJ
cana-3841	137	21	to	to	PART
cana-3841	137	22	interface	interface	VERB
cana-3841	137	23	with	with	ADP
cana-3841	137	24	existing	exist	VERB
cana-3841	137	25	c	c	NOUN
cana-3841	137	26	/	/	SYM
cana-3841	137	27	c++	c++	NOUN
cana-3841	137	28	code	code	NOUN
cana-3841	137	29	bases	basis	NOUN
cana-3841	137	30	,	,	PUNCT
cana-3841	137	31	which	which	PRON
cana-3841	137	32	could	could	AUX
cana-3841	137	33	be	be	AUX
cana-3841	137	34	beneficial	beneficial	ADJ
cana-3841	137	35	for	for	ADP
cana-3841	137	36	systems	system	NOUN
cana-3841	137	37	programming	programming	NOUN
cana-3841	137	38	and	and	CCONJ
cana-3841	137	39	performance	performance	NOUN
cana-3841	137	40	-	-	PUNCT
cana-3841	137	41	critical	critical	ADJ
cana-3841	137	42	operations	operation	NOUN
cana-3841	137	43	.	.	PUNCT
cana-3841	138	1	3.6.4	3.6.4	NUM
cana-3841	138	2	ffi	ffi	PROPN
cana-3841	138	3	implementation	implementation	NOUN
cana-3841	138	4	and	and	CCONJ
cana-3841	138	5	benefits	benefit	VERB
cana-3841	138	6	the	the	DET
cana-3841	138	7	implementation	implementation	NOUN
cana-3841	138	8	of	of	ADP
cana-3841	138	9	ffi	ffi	PROPN
cana-3841	138	10	in	in	ADP
cana-3841	138	11	dart	dart	NOUN
cana-3841	138	12	is	be	AUX
cana-3841	138	13	one	one	NUM
cana-3841	138	14	of	of	ADP
cana-3841	138	15	the	the	DET
cana-3841	138	16	most	most	ADV
cana-3841	138	17	sophisticated	sophisticated	ADJ
cana-3841	138	18	methods	method	NOUN
cana-3841	138	19	of	of	ADP
cana-3841	138	20	integrating	integrate	VERB
cana-3841	138	21	native	native	ADJ
cana-3841	138	22	code	code	NOUN
cana-3841	138	23	into	into	ADP
cana-3841	138	24	dart	dart	NOUN
cana-3841	138	25	programs	program	NOUN
cana-3841	138	26	.	.	PUNCT
cana-3841	139	1	the	the	DET
cana-3841	139	2	entire	entire	ADJ
cana-3841	139	3	process	process	NOUN
cana-3841	139	4	involves	involve	VERB
cana-3841	139	5	defining	define	VERB
cana-3841	139	6	c	c	NOUN
cana-3841	139	7	functions	function	NOUN
cana-3841	139	8	,	,	PUNCT
cana-3841	139	9	creating	create	VERB
cana-3841	139	10	dart	dart	NOUN
cana-3841	139	11	ffi	ffi	PROPN
cana-3841	139	12	bindings	binding	NOUN
cana-3841	139	13	,	,	PUNCT
cana-3841	139	14	and	and	CCONJ
cana-3841	139	15	loading	load	VERB
cana-3841	139	16	native	native	ADJ
cana-3841	139	17	libraries	library	NOUN
cana-3841	139	18	at	at	ADP
cana-3841	139	19	runtime	runtime	NOUN
cana-3841	139	20	.	.	PUNCT
cana-3841	140	1	such	such	DET
cana-3841	140	2	an	an	DET
cana-3841	140	3	approach	approach	NOUN
cana-3841	140	4	brings	bring	VERB
cana-3841	140	5	several	several	ADJ
cana-3841	140	6	benefits	benefit	NOUN
cana-3841	140	7	to	to	ADP
cana-3841	140	8	using	use	VERB
cana-3841	140	9	the	the	DET
cana-3841	140	10	ffi	ffi	PROPN
cana-3841	140	11	framework	framework	NOUN
cana-3841	140	12	over	over	ADP
cana-3841	140	13	traditional	traditional	ADJ
cana-3841	140	14	systems	system	NOUN
cana-3841	140	15	:	:	PUNCT
cana-3841	140	16	•	•	NUM
cana-3841	140	17	performance	performance	NOUN
cana-3841	140	18	optimizations	optimization	NOUN
cana-3841	140	19	:	:	PUNCT
cana-3841	140	20	direct	direct	ADJ
cana-3841	140	21	c	c	NOUN
cana-3841	140	22	function	function	NOUN
cana-3841	140	23	calls	call	VERB
cana-3841	140	24	minimize	minimize	VERB
cana-3841	140	25	overhead	overhead	ADV
cana-3841	140	26	and	and	CCONJ
cana-3841	140	27	improve	improve	VERB
cana-3841	140	28	execution	execution	NOUN
cana-3841	140	29	speed	speed	NOUN
cana-3841	140	30	compared	compare	VERB
cana-3841	140	31	to	to	ADP
cana-3841	140	32	other	other	ADJ
cana-3841	140	33	interpreted	interpret	VERB
cana-3841	140	34	solutions	solution	NOUN
cana-3841	140	35	.	.	PUNCT
cana-3841	141	1	•	•	NUM
cana-3841	141	2	platform	platform	NOUN
cana-3841	141	3	independence	independence	NOUN
cana-3841	141	4	:	:	PUNCT
cana-3841	141	5	behavior	behavior	NOUN
cana-3841	141	6	is	be	AUX
cana-3841	141	7	platform	platform	NOUN
cana-3841	141	8	-	-	PUNCT
cana-3841	141	9	independent	independent	ADJ
cana-3841	141	10	due	due	ADP
cana-3841	141	11	to	to	ADP
cana-3841	141	12	the	the	DET
cana-3841	141	13	ffi	ffi	PROPN
cana-3841	141	14	implementation	implementation	NOUN
cana-3841	141	15	,	,	PUNCT
cana-3841	141	16	although	although	SCONJ
cana-3841	141	17	one	one	PRON
cana-3841	141	18	can	can	AUX
cana-3841	141	19	cite	cite	VERB
cana-3841	141	20	specific	specific	ADJ
cana-3841	141	21	optimizations	optimization	NOUN
cana-3841	141	22	where	where	SCONJ
cana-3841	141	23	appropriate	appropriate	ADJ
cana-3841	141	24	.	.	PUNCT
cana-3841	142	1	•	•	NUM
cana-3841	142	2	code	code	NOUN
cana-3841	142	3	integration	integration	NOUN
cana-3841	142	4	:	:	PUNCT
cana-3841	142	5	the	the	DET
cana-3841	142	6	fact	fact	NOUN
cana-3841	142	7	that	that	SCONJ
cana-3841	142	8	there	there	PRON
cana-3841	142	9	is	be	VERB
cana-3841	142	10	no	no	DET
cana-3841	142	11	need	need	NOUN
cana-3841	142	12	to	to	PART
cana-3841	142	13	rewrite	rewrite	VERB
cana-3841	142	14	the	the	DET
cana-3841	142	15	entire	entire	ADJ
cana-3841	142	16	application	application	NOUN
cana-3841	142	17	allows	allow	VERB
cana-3841	142	18	for	for	ADP
cana-3841	142	19	a	a	DET
cana-3841	142	20	gradual	gradual	ADJ
cana-3841	142	21	transition	transition	NOUN
cana-3841	142	22	while	while	SCONJ
cana-3841	142	23	maximizing	maximize	VERB
cana-3841	142	24	the	the	DET
cana-3841	142	25	resource	resource	NOUN
cana-3841	142	26	.	.	PUNCT
cana-3841	143	1	•	•	NUM
cana-3841	143	2	development	development	NOUN
cana-3841	143	3	flexibility	flexibility	NOUN
cana-3841	143	4	:	:	PUNCT
cana-3841	143	5	combining	combine	VERB
cana-3841	143	6	high	high	ADJ
cana-3841	143	7	-	-	PUNCT
cana-3841	143	8	level	level	NOUN
cana-3841	143	9	dart	dart	NOUN
cana-3841	143	10	features	feature	NOUN
cana-3841	143	11	with	with	ADP
cana-3841	143	12	low	low	ADJ
cana-3841	143	13	-	-	PUNCT
cana-3841	143	14	level	level	NOUN
cana-3841	143	15	c	c	NOUN
cana-3841	143	16	access	access	NOUN
cana-3841	143	17	offers	offer	VERB
cana-3841	143	18	developers	developer	NOUN
cana-3841	143	19	the	the	DET
cana-3841	143	20	best	good	ADJ
cana-3841	143	21	of	of	ADP
cana-3841	143	22	both	both	DET
cana-3841	143	23	worlds	world	NOUN
cana-3841	143	24	in	in	ADP
cana-3841	143	25	terms	term	NOUN
cana-3841	143	26	of	of	ADP
cana-3841	143	27	development	development	NOUN
cana-3841	143	28	efficiency	efficiency	NOUN
cana-3841	143	29	and	and	CCONJ
cana-3841	143	30	system	system	NOUN
cana-3841	143	31	-	-	PUNCT
cana-3841	143	32	level	level	NOUN
cana-3841	143	33	control	control	NOUN
cana-3841	143	34	.	.	PUNCT
cana-3841	144	1	4	4	X
cana-3841	144	2	.	.	NOUN
cana-3841	144	3	results	result	NOUN
cana-3841	144	4	through	through	ADP
cana-3841	144	5	deep	deep	ADJ
cana-3841	144	6	learning	learning	NOUN
cana-3841	144	7	-	-	PUNCT
cana-3841	144	8	powered	power	VERB
cana-3841	144	9	snort	snort	NOUN
cana-3841	144	10	,	,	PUNCT
cana-3841	144	11	sentinelos	sentinelo	NOUN
cana-3841	144	12	drastically	drastically	ADV
cana-3841	144	13	improved	improve	VERB
cana-3841	144	14	cybersecurity	cybersecurity	NOUN
cana-3841	144	15	management	management	NOUN
cana-3841	144	16	and	and	CCONJ
cana-3841	144	17	introduced	introduce	VERB
cana-3841	144	18	an	an	DET
cana-3841	144	19	advanced	advanced	ADJ
cana-3841	144	20	mechanism	mechanism	NOUN
cana-3841	144	21	for	for	ADP
cana-3841	144	22	intrusion	intrusion	NOUN
cana-3841	144	23	detection	detection	NOUN
cana-3841	144	24	.	.	PUNCT
cana-3841	145	1	aide	aide	NOUN
cana-3841	145	2	was	be	AUX
cana-3841	145	3	deployed	deploy	VERB
cana-3841	145	4	for	for	ADP
cana-3841	145	5	file	file	NOUN
cana-3841	145	6	integrity	integrity	NOUN
cana-3841	145	7	monitoring	monitoring	NOUN
cana-3841	145	8	,	,	PUNCT
cana-3841	145	9	and	and	CCONJ
cana-3841	145	10	lynis	lynis	PROPN
cana-3841	145	11	provided	provide	VERB
cana-3841	145	12	a	a	DET
cana-3841	145	13	detailed	detailed	ADJ
cana-3841	145	14	audit	audit	NOUN
cana-3841	145	15	of	of	ADP
cana-3841	145	16	the	the	DET
cana-3841	145	17	entire	entire	ADJ
cana-3841	145	18	system	system	NOUN
cana-3841	145	19	.	.	PUNCT
cana-3841	146	1	therefore	therefore	ADV
cana-3841	146	2	,	,	PUNCT
cana-3841	146	3	the	the	DET
cana-3841	146	4	user	user	NOUN
cana-3841	146	5	-	-	PUNCT
cana-3841	146	6	friendly	friendly	ADJ
cana-3841	146	7	gui	gui	NOUN
cana-3841	146	8	developed	develop	VERB
cana-3841	146	9	with	with	ADP
cana-3841	146	10	dart	dart	NOUN
cana-3841	146	11	/	/	SYM
cana-3841	146	12	flutter	flutter	NOUN
cana-3841	146	13	was	be	AUX
cana-3841	146	14	able	able	ADJ
cana-3841	146	15	to	to	PART
cana-3841	146	16	target	target	VERB
cana-3841	146	17	users	user	NOUN
cana-3841	146	18	at	at	ADP
cana-3841	146	19	different	different	ADJ
cana-3841	146	20	technical	technical	ADJ
cana-3841	146	21	levels	level	NOUN
cana-3841	146	22	.	.	PUNCT
cana-3841	147	1	since	since	SCONJ
cana-3841	147	2	testing	testing	NOUN
cana-3841	147	3	has	have	AUX
cana-3841	147	4	been	be	AUX
cana-3841	147	5	done	do	VERB
cana-3841	147	6	to	to	PART
cana-3841	147	7	confirm	confirm	VERB
cana-3841	147	8	the	the	DET
cana-3841	147	9	scalability	scalability	NOUN
cana-3841	147	10	capacity	capacity	NOUN
cana-3841	147	11	of	of	ADP
cana-3841	147	12	toethe	toethe	ADJ
cana-3841	147	13	-	-	PUNCT
cana-3841	147	14	line	line	NOUN
cana-3841	147	15	treatment	treatment	NOUN
cana-3841	147	16	in	in	ADP
cana-3841	147	17	normal	normal	ADJ
cana-3841	147	18	-	-	PUNCT
cana-3841	147	19	play	play	NOUN
cana-3841	147	20	,	,	PUNCT
cana-3841	147	21	the	the	DET
cana-3841	147	22	performance	performance	NOUN
cana-3841	147	23	of	of	ADP
cana-3841	147	24	the	the	DET
cana-3841	147	25	tool	tool	NOUN
cana-3841	147	26	has	have	AUX
cana-3841	147	27	not	not	PART
cana-3841	147	28	been	be	AUX
cana-3841	147	29	degraded	degrade	VERB
cana-3841	147	30	just	just	ADV
cana-3841	147	31	as	as	ADP
cana-3841	147	32	a	a	DET
cana-3841	147	33	result	result	NOUN
cana-3841	147	34	of	of	ADP
cana-3841	147	35	loading	loading	NOUN
cana-3841	147	36	.	.	PUNCT
cana-3841	148	1	all	all	DET
cana-3841	148	2	the	the	DET
cana-3841	148	3	above	above	ADJ
cana-3841	148	4	create	create	VERB
cana-3841	148	5	a	a	DET
cana-3841	148	6	very	very	ADV
cana-3841	148	7	strong	strong	ADJ
cana-3841	148	8	and	and	CCONJ
cana-3841	148	9	versatile	versatile	ADJ
cana-3841	148	10	security	security	NOUN
cana-3841	148	11	tool	tool	NOUN
cana-3841	148	12	in	in	ADP
cana-3841	148	13	sentinelos	sentinelo	NOUN
cana-3841	148	14	.	.	PUNCT
cana-3841	149	1	5	5	X
cana-3841	149	2	.	.	X
cana-3841	149	3	discussion	discussion	NOUN
cana-3841	149	4	implementation	implementation	NOUN
cana-3841	149	5	of	of	ADP
cana-3841	149	6	sentinelos	sentinelos	NOUN
cana-3841	149	7	offers	offer	VERB
cana-3841	149	8	the	the	DET
cana-3841	149	9	following	follow	VERB
cana-3841	149	10	key	key	ADJ
cana-3841	149	11	benefits	benefit	NOUN
cana-3841	149	12	:	:	PUNCT
cana-3841	149	13	increased	increase	VERB
cana-3841	149	14	security	security	NOUN
cana-3841	149	15	,	,	PUNCT
cana-3841	149	16	user	user	NOUN
cana-3841	149	17	convenience	convenience	NOUN
cana-3841	149	18	,	,	PUNCT
cana-3841	149	19	scope	scope	NOUN
cana-3841	149	20	for	for	ADP
cana-3841	149	21	customizing	customizing	NOUN
cana-3841	149	22	,	,	PUNCT
cana-3841	149	23	and	and	CCONJ
cana-3841	149	24	abiding	abide	VERB
cana-3841	149	25	compliance	compliance	NOUN
cana-3841	149	26	regimes	regime	NOUN
cana-3841	149	27	.	.	PUNCT
cana-3841	150	1	the	the	DET
cana-3841	150	2	tools	tool	NOUN
cana-3841	150	3	and	and	CCONJ
cana-3841	150	4	interface	interface	NOUN
cana-3841	150	5	of	of	ADP
cana-3841	150	6	the	the	DET
cana-3841	150	7	system	system	NOUN
cana-3841	150	8	can	can	AUX
cana-3841	150	9	be	be	AUX
cana-3841	150	10	easily	easily	ADV
cana-3841	150	11	used	use	VERB
cana-3841	150	12	by	by	ADP
cana-3841	150	13	both	both	CCONJ
cana-3841	150	14	technical	technical	ADJ
cana-3841	150	15	and	and	CCONJ
cana-3841	150	16	non	non	ADJ
cana-3841	150	17	-	-	ADJ
cana-3841	150	18	technical	technical	ADJ
cana-3841	150	19	users	user	NOUN
cana-3841	150	20	in	in	ADP
cana-3841	150	21	controlling	control	VERB
cana-3841	150	22	cyber	cyber	NOUN
cana-3841	150	23	communications	communication	NOUN
cana-3841	150	24	on	on	ADP
cana-3841	150	25	applied	apply	VERB
cana-3841	150	26	nonlinear	nonlinear	ADJ
cana-3841	150	27	analysis	analysis	NOUN
cana-3841	150	28	issn	issn	NOUN
cana-3841	150	29	:	:	PUNCT
cana-3841	150	30	1074	1074	NUM
cana-3841	150	31	-	-	PUNCT
cana-3841	150	32	133x	133x	NUM
cana-3841	150	33	vol	vol	NOUN
cana-3841	150	34	32	32	NUM
cana-3841	150	35	no	no	NOUN
cana-3841	150	36	.	.	PUNCT
cana-3841	151	1	9s	9s	NUM
cana-3841	151	2	(	(	PUNCT
cana-3841	151	3	2025	2025	NUM
cana-3841	151	4	)	)	PUNCT
cana-3841	152	1	106	106	NUM
cana-3841	152	2	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-3841	152	3	security	security	NOUN
cana-3841	152	4	settings	setting	NOUN
cana-3841	152	5	.	.	PUNCT
cana-3841	153	1	the	the	DET
cana-3841	153	2	other	other	ADJ
cana-3841	153	3	advantages	advantage	NOUN
cana-3841	153	4	include	include	VERB
cana-3841	153	5	these	these	DET
cana-3841	153	6	features	feature	NOUN
cana-3841	153	7	being	be	AUX
cana-3841	153	8	adjustable	adjustable	ADJ
cana-3841	153	9	,	,	PUNCT
cana-3841	153	10	offering	offer	VERB
cana-3841	153	11	scale	scale	NOUN
cana-3841	153	12	,	,	PUNCT
cana-3841	153	13	and	and	CCONJ
cana-3841	153	14	being	be	AUX
cana-3841	153	15	privacy	privacy	NOUN
cana-3841	153	16	and	and	CCONJ
cana-3841	153	17	compliance	compliance	NOUN
cana-3841	153	18	friendly	friendly	ADJ
cana-3841	153	19	for	for	ADP
cana-3841	153	20	organizations	organization	NOUN
cana-3841	153	21	irrespective	irrespective	ADV
cana-3841	153	22	of	of	ADP
cana-3841	153	23	their	their	PRON
cana-3841	153	24	size	size	NOUN
cana-3841	153	25	,	,	PUNCT
cana-3841	153	26	catering	cater	VERB
cana-3841	153	27	to	to	ADP
cana-3841	153	28	a	a	DET
cana-3841	153	29	wide	wide	ADJ
cana-3841	153	30	variety	variety	NOUN
cana-3841	153	31	of	of	ADP
cana-3841	153	32	industry	industry	NOUN
cana-3841	153	33	use	use	NOUN
cana-3841	153	34	-	-	PUNCT
cana-3841	153	35	cases	case	NOUN
cana-3841	153	36	.	.	PUNCT
cana-3841	154	1	fig	fig	NOUN
cana-3841	154	2	.	.	PUNCT
cana-3841	155	1	4working	4working	NUM
cana-3841	155	2	of	of	ADP
cana-3841	155	3	snort	snort	NOUN
cana-3841	155	4	as	as	ADP
cana-3841	155	5	an	an	DET
cana-3841	155	6	ips	ip	NOUN
cana-3841	155	7	.	.	PUNCT
cana-3841	156	1	communications	communication	NOUN
cana-3841	156	2	on	on	ADP
cana-3841	156	3	applied	apply	VERB
cana-3841	156	4	nonlinear	nonlinear	ADJ
cana-3841	156	5	analysis	analysis	NOUN
cana-3841	156	6	issn	issn	NOUN
cana-3841	156	7	:	:	PUNCT
cana-3841	156	8	1074	1074	NUM
cana-3841	156	9	-	-	PUNCT
cana-3841	156	10	133x	133x	NUM
cana-3841	156	11	vol	vol	NOUN
cana-3841	156	12	32	32	NUM
cana-3841	156	13	no	no	NOUN
cana-3841	156	14	.	.	PUNCT
cana-3841	157	1	9s	9s	NUM
cana-3841	157	2	(	(	PUNCT
cana-3841	157	3	2025	2025	NUM
cana-3841	157	4	)	)	PUNCT
cana-3841	157	5	107	107	NUM
cana-3841	157	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3841	157	7	fig	fig	NOUN
cana-3841	157	8	.	.	PUNCT
cana-3841	158	1	5working	5working	NUM
cana-3841	158	2	of	of	ADP
cana-3841	158	3	aide	aide	NOUN
cana-3841	158	4	communications	communication	NOUN
cana-3841	158	5	on	on	ADP
cana-3841	158	6	applied	apply	VERB
cana-3841	158	7	nonlinear	nonlinear	ADJ
cana-3841	158	8	analysis	analysis	NOUN
cana-3841	158	9	issn	issn	NOUN
cana-3841	158	10	:	:	PUNCT
cana-3841	158	11	1074	1074	NUM
cana-3841	158	12	-	-	PUNCT
cana-3841	158	13	133x	133x	NUM
cana-3841	158	14	vol	vol	NOUN
cana-3841	158	15	32	32	NUM
cana-3841	158	16	no	no	NOUN
cana-3841	158	17	.	.	PUNCT
cana-3841	159	1	9s	9s	NUM
cana-3841	159	2	(	(	PUNCT
cana-3841	159	3	2025	2025	NUM
cana-3841	159	4	)	)	PUNCT
cana-3841	159	5	108	108	NUM
cana-3841	159	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3841	159	7	communications	communication	NOUN
cana-3841	159	8	on	on	ADP
cana-3841	159	9	applied	apply	VERB
cana-3841	159	10	nonlinear	nonlinear	ADJ
cana-3841	159	11	analysis	analysis	NOUN
cana-3841	159	12	issn	issn	NOUN
cana-3841	159	13	:	:	PUNCT
cana-3841	159	14	1074	1074	NUM
cana-3841	159	15	-	-	PUNCT
cana-3841	159	16	133x	133x	NUM
cana-3841	159	17	vol	vol	NOUN
cana-3841	159	18	32	32	NUM
cana-3841	159	19	no	no	NOUN
cana-3841	159	20	.	.	PUNCT
cana-3841	160	1	9s	9s	NUM
cana-3841	160	2	(	(	PUNCT
cana-3841	160	3	2025	2025	NUM
cana-3841	160	4	)	)	PUNCT
cana-3841	160	5	109	109	NUM
cana-3841	160	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-3841	160	7	fig	fig	NOUN
cana-3841	160	8	.	.	PUNCT
cana-3841	161	1	6working	6working	NUM
cana-3841	161	2	of	of	ADP
cana-3841	161	3	lynis	lynis	ADJ
cana-3841	161	4	software	software	NOUN
cana-3841	161	5	as	as	SCONJ
cana-3841	161	6	it	it	PRON
cana-3841	161	7	tells	tell	VERB
cana-3841	161	8	which	which	PRON
cana-3841	161	9	services	service	NOUN
cana-3841	161	10	are	be	AUX
cana-3841	161	11	unsafe	unsafe	ADJ
cana-3841	161	12	,	,	PUNCT
cana-3841	161	13	ok	ok	ADJ
cana-3841	161	14	communications	communication	NOUN
cana-3841	161	15	on	on	ADP
cana-3841	161	16	applied	apply	VERB
cana-3841	161	17	nonlinear	nonlinear	ADJ
cana-3841	161	18	analysis	analysis	NOUN
cana-3841	161	19	issn	issn	NOUN
cana-3841	161	20	:	:	PUNCT
cana-3841	161	21	1074	1074	NUM
cana-3841	161	22	-	-	PUNCT
cana-3841	161	23	133x	133x	NUM
cana-3841	161	24	vol	vol	NOUN
cana-3841	161	25	32	32	NUM
cana-3841	161	26	no	no	NOUN
cana-3841	161	27	.	.	PUNCT
cana-3841	162	1	9s	9s	NUM
cana-3841	162	2	(	(	PUNCT
cana-3841	162	3	2025	2025	NUM
cana-3841	162	4	)	)	PUNCT
cana-3841	162	5	110	110	NUM
cana-3841	162	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3841	162	7	communications	communication	NOUN
cana-3841	162	8	on	on	ADP
cana-3841	162	9	applied	apply	VERB
cana-3841	162	10	nonlinear	nonlinear	ADJ
cana-3841	162	11	analysis	analysis	NOUN
cana-3841	162	12	issn	issn	NOUN
cana-3841	162	13	:	:	PUNCT
cana-3841	162	14	1074	1074	NUM
cana-3841	162	15	-	-	PUNCT
cana-3841	162	16	133x	133x	NUM
cana-3841	162	17	vol	vol	NOUN
cana-3841	162	18	32	32	NUM
cana-3841	162	19	no	no	NOUN
cana-3841	162	20	.	.	PUNCT
cana-3841	163	1	9s	9s	NUM
cana-3841	163	2	(	(	PUNCT
cana-3841	163	3	2025	2025	NUM
cana-3841	163	4	)	)	PUNCT
cana-3841	163	5	111	111	NUM
cana-3841	163	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3841	163	7	fig	fig	NOUN
cana-3841	163	8	.	.	PUNCT
cana-3841	164	1	7	7	NUM
cana-3841	164	2	different	different	ADJ
cana-3841	164	3	aspects	aspect	NOUN
cana-3841	164	4	of	of	ADP
cana-3841	164	5	gui	gui	NOUN
cana-3841	164	6	6	6	NUM
cana-3841	164	7	.	.	PUNCT
cana-3841	165	1	future	future	ADJ
cana-3841	165	2	scope	scope	NOUN
cana-3841	165	3	sentinelos	sentinelos	NOUN
cana-3841	165	4	is	be	AUX
cana-3841	165	5	quite	quite	ADV
cana-3841	165	6	promising	promising	ADJ
cana-3841	165	7	for	for	ADP
cana-3841	165	8	the	the	DET
cana-3841	165	9	purposes	purpose	NOUN
cana-3841	165	10	of	of	ADP
cana-3841	165	11	advancement	advancement	NOUN
cana-3841	165	12	,	,	PUNCT
cana-3841	165	13	including	include	VERB
cana-3841	165	14	the	the	DET
cana-3841	165	15	integration	integration	NOUN
cana-3841	165	16	of	of	ADP
cana-3841	165	17	advanced	advanced	ADJ
cana-3841	165	18	models	model	NOUN
cana-3841	165	19	for	for	ADP
cana-3841	165	20	machine	machine	NOUN
cana-3841	165	21	learning	learn	VERB
cana-3841	165	22	such	such	ADJ
cana-3841	165	23	as	as	ADP
cana-3841	165	24	auto	auto	NOUN
cana-3841	165	25	encoders	encoder	NOUN
cana-3841	165	26	,	,	PUNCT
cana-3841	165	27	deep	deep	ADJ
cana-3841	165	28	belief	belief	NOUN
cana-3841	165	29	networks	network	NOUN
cana-3841	165	30	and	and	CCONJ
cana-3841	165	31	more	more	ADJ
cana-3841	165	32	for	for	ADP
cana-3841	165	33	improved	improved	ADJ
cana-3841	165	34	risk	risk	NOUN
cana-3841	165	35	detection	detection	NOUN
cana-3841	165	36	,	,	PUNCT
cana-3841	165	37	automated	automate	VERB
cana-3841	165	38	risk	risk	NOUN
cana-3841	165	39	analysis	analysis	NOUN
cana-3841	165	40	,	,	PUNCT
cana-3841	165	41	and	and	CCONJ
cana-3841	165	42	cloud	cloud	NOUN
cana-3841	165	43	-	-	PUNCT
cana-3841	165	44	based	base	VERB
cana-3841	165	45	scalability	scalability	NOUN
cana-3841	165	46	to	to	PART
cana-3841	165	47	port	port	NOUN
cana-3841	165	48	technologies	technology	NOUN
cana-3841	165	49	like	like	ADP
cana-3841	165	50	docker	docker	PROPN
cana-3841	165	51	and	and	CCONJ
cana-3841	165	52	kubernetes	kubernete	NOUN
cana-3841	165	53	.	.	PUNCT
cana-3841	166	1	other	other	ADJ
cana-3841	166	2	plans	plan	NOUN
cana-3841	166	3	include	include	VERB
cana-3841	166	4	including	include	VERB
cana-3841	166	5	more	more	ADV
cana-3841	166	6	customizable	customizable	ADJ
cana-3841	166	7	dashboards	dashboard	NOUN
cana-3841	166	8	,	,	PUNCT
cana-3841	166	9	enhancing	enhance	VERB
cana-3841	166	10	accessibility	accessibility	NOUN
cana-3841	166	11	,	,	PUNCT
cana-3841	166	12	integrating	integrate	VERB
cana-3841	166	13	with	with	ADP
cana-3841	166	14	siem	siem	NOUN
cana-3841	166	15	systems	system	NOUN
cana-3841	166	16	and	and	CCONJ
cana-3841	166	17	third	third	ADJ
cana-3841	166	18	-	-	PUNCT
cana-3841	166	19	party	party	NOUN
cana-3841	166	20	apis	apis	NOUN
cana-3841	166	21	,	,	PUNCT
cana-3841	166	22	and	and	CCONJ
cana-3841	166	23	communications	communication	NOUN
cana-3841	166	24	on	on	ADP
cana-3841	166	25	applied	apply	VERB
cana-3841	166	26	nonlinear	nonlinear	ADJ
cana-3841	166	27	analysis	analysis	NOUN
cana-3841	166	28	issn	issn	NOUN
cana-3841	166	29	:	:	PUNCT
cana-3841	166	30	1074	1074	NUM
cana-3841	166	31	-	-	PUNCT
cana-3841	166	32	133x	133x	NUM
cana-3841	166	33	vol	vol	NOUN
cana-3841	166	34	32	32	NUM
cana-3841	166	35	no	no	NOUN
cana-3841	166	36	.	.	PUNCT
cana-3841	167	1	9s	9s	NUM
cana-3841	167	2	(	(	PUNCT
cana-3841	167	3	2025	2025	NUM
cana-3841	167	4	)	)	PUNCT
cana-3841	167	5	112	112	NUM
cana-3841	167	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3841	167	7	ensuring	ensure	VERB
cana-3841	167	8	compliance	compliance	NOUN
cana-3841	167	9	with	with	ADP
cana-3841	167	10	regulations	regulation	NOUN
cana-3841	167	11	such	such	ADJ
cana-3841	167	12	as	as	ADP
cana-3841	167	13	gdpr	gdpr	NOUN
cana-3841	167	14	and	and	CCONJ
cana-3841	167	15	hipaa	hipaa	NOUN
cana-3841	167	16	.	.	PUNCT
cana-3841	168	1	in	in	ADP
cana-3841	168	2	these	these	DET
cana-3841	168	3	developments	development	NOUN
cana-3841	168	4	,	,	PUNCT
cana-3841	168	5	sentinelos	sentinelo	NOUN
cana-3841	168	6	will	will	AUX
cana-3841	168	7	hope	hope	VERB
cana-3841	168	8	to	to	PART
cana-3841	168	9	position	position	VERB
cana-3841	168	10	itself	itself	PRON
cana-3841	168	11	as	as	ADP
cana-3841	168	12	a	a	DET
cana-3841	168	13	holistic	holistic	ADJ
cana-3841	168	14	,	,	PUNCT
cana-3841	168	15	future	future	ADJ
cana-3841	168	16	-	-	PUNCT
cana-3841	168	17	ready	ready	ADJ
cana-3841	168	18	cybersecurity	cybersecurity	NOUN
cana-3841	168	19	solution	solution	NOUN
cana-3841	168	20	.	.	PUNCT
cana-3841	169	1	fig	fig	NOUN
cana-3841	169	2	.	.	PUNCT
cana-3841	170	1	8proposed	8propose	VERB
cana-3841	170	2	cloud	cloud	NOUN
cana-3841	170	3	architecture	architecture	NOUN
cana-3841	170	4	7	7	NUM
cana-3841	170	5	.	.	PUNCT
cana-3841	171	1	conclusion	conclusion	NOUN
cana-3841	171	2	sentinelos	sentinelo	NOUN
cana-3841	171	3	offers	offer	VERB
cana-3841	171	4	a	a	DET
cana-3841	171	5	comprehensive	comprehensive	ADJ
cana-3841	171	6	and	and	CCONJ
cana-3841	171	7	scalable	scalable	ADJ
cana-3841	171	8	cybersecurity	cybersecurity	NOUN
cana-3841	171	9	framework	framework	NOUN
cana-3841	171	10	with	with	ADP
cana-3841	171	11	features	feature	NOUN
cana-3841	171	12	such	such	ADJ
cana-3841	171	13	as	as	ADP
cana-3841	171	14	a	a	DET
cana-3841	171	15	deep	deep	ADJ
cana-3841	171	16	learning	learning	NOUN
cana-3841	171	17	-	-	PUNCT
cana-3841	171	18	powered	power	VERB
cana-3841	171	19	intrusion	intrusion	NOUN
cana-3841	171	20	detection	detection	NOUN
cana-3841	171	21	system	system	NOUN
cana-3841	171	22	,	,	PUNCT
cana-3841	171	23	file	file	NOUN
cana-3841	171	24	integrity	integrity	NOUN
cana-3841	171	25	monitoring	monitoring	NOUN
cana-3841	171	26	,	,	PUNCT
cana-3841	171	27	regular	regular	ADJ
cana-3841	171	28	system	system	NOUN
cana-3841	171	29	auditing	auditing	NOUN
cana-3841	171	30	,	,	PUNCT
cana-3841	171	31	and	and	CCONJ
cana-3841	171	32	a	a	DET
cana-3841	171	33	user	user	NOUN
cana-3841	171	34	-	-	PUNCT
cana-3841	171	35	friendly	friendly	ADJ
cana-3841	171	36	gui	gui	NOUN
cana-3841	171	37	.	.	PUNCT
cana-3841	172	1	it	it	PRON
cana-3841	172	2	provides	provide	VERB
cana-3841	172	3	organizations	organization	NOUN
cana-3841	172	4	with	with	ADP
cana-3841	172	5	robust	robust	ADJ
cana-3841	172	6	tools	tool	NOUN
cana-3841	172	7	for	for	ADP
cana-3841	172	8	managing	manage	VERB
cana-3841	172	9	cybersecurity	cybersecurity	NOUN
cana-3841	172	10	,	,	PUNCT
cana-3841	172	11	ensuring	ensure	VERB
cana-3841	172	12	compliance	compliance	NOUN
cana-3841	172	13	,	,	PUNCT
cana-3841	172	14	and	and	CCONJ
cana-3841	172	15	addressing	address	VERB
cana-3841	172	16	diverse	diverse	ADJ
cana-3841	172	17	industry	industry	NOUN
cana-3841	172	18	requirements	requirement	NOUN
cana-3841	172	19	.	.	PUNCT
cana-3841	173	1	future	future	ADJ
cana-3841	173	2	enhancements	enhancement	NOUN
cana-3841	173	3	in	in	ADP
cana-3841	173	4	machine	machine	NOUN
cana-3841	173	5	learning	learn	VERB
cana-3841	173	6	integration	integration	NOUN
cana-3841	173	7	,	,	PUNCT
cana-3841	173	8	cloud	cloud	NOUN
cana-3841	173	9	capabilities	capability	NOUN
cana-3841	173	10	,	,	PUNCT
cana-3841	173	11	and	and	CCONJ
cana-3841	173	12	user	user	NOUN
cana-3841	173	13	experience	experience	NOUN
cana-3841	173	14	,	,	PUNCT
cana-3841	173	15	along	along	ADP
cana-3841	173	16	with	with	ADP
cana-3841	173	17	ongoing	ongoing	ADJ
cana-3841	173	18	compliance	compliance	NOUN
cana-3841	173	19	updates	update	NOUN
cana-3841	173	20	,	,	PUNCT
cana-3841	173	21	will	will	AUX
cana-3841	173	22	further	far	ADV
cana-3841	173	23	solidify	solidify	VERB
cana-3841	173	24	sentinelos	sentinelo	NOUN
cana-3841	173	25	as	as	ADP
cana-3841	173	26	an	an	DET
cana-3841	173	27	essential	essential	ADJ
cana-3841	173	28	tool	tool	NOUN
cana-3841	173	29	for	for	ADP
cana-3841	173	30	protecting	protect	VERB
cana-3841	173	31	digital	digital	ADJ
cana-3841	173	32	assets	asset	NOUN
cana-3841	173	33	in	in	ADP
cana-3841	173	34	an	an	DET
cana-3841	173	35	evolving	evolve	VERB
cana-3841	173	36	threat	threat	NOUN
cana-3841	173	37	landscape	landscape	NOUN
cana-3841	173	38	.	.	PUNCT
cana-3841	174	1	refrences	refrence	VERB
cana-3841	175	1	[	[	X
cana-3841	175	2	1	1	X
cana-3841	175	3	]	]	X
cana-3841	175	4	d.	d.	PROPN
cana-3841	175	5	peri	peri	PROPN
cana-3841	175	6	,	,	PUNCT
cana-3841	175	7	“	"	PUNCT
cana-3841	175	8	defence	defence	NOUN
cana-3841	175	9	ministry	ministry	NOUN
cana-3841	175	10	to	to	PART
cana-3841	175	11	switch	switch	VERB
cana-3841	175	12	to	to	ADP
cana-3841	175	13	locally	locally	ADV
cana-3841	175	14	built	build	VERB
cana-3841	175	15	os	os	PROPN
cana-3841	175	16	maya	maya	PROPN
cana-3841	175	17	amid	amid	ADP
cana-3841	175	18	threats	threat	NOUN
cana-3841	175	19	,	,	PUNCT
cana-3841	175	20	”	"	PUNCT
cana-3841	175	21	2023	2023	NUM
cana-3841	175	22	.	.	PUNCT
cana-3841	176	1	[	[	X
cana-3841	176	2	online	online	X
cana-3841	176	3	]	]	X
cana-3841	176	4	.	.	PUNCT
cana-3841	177	1	available	available	ADJ
cana-3841	177	2	:	:	PUNCT
cana-3841	178	1	https://www.thehindu.com/news/national/defence-ministry-to-replacemicrosoft-os-with-maya/article67172875.ece	https://www.thehindu.com/news/national/defence-ministry-to-replacemicrosoft-os-with-maya/article67172875.ece	PROPN
cana-3841	178	2	.	.	PUNCT
cana-3841	179	1	[	[	X
cana-3841	179	2	2	2	X
cana-3841	179	3	]	]	PUNCT
cana-3841	179	4	t.	t.	PROPN
cana-3841	179	5	santini	santini	PROPN
cana-3841	179	6	et	et	PROPN
cana-3841	179	7	al	al	PROPN
cana-3841	179	8	.	.	PROPN
cana-3841	179	9	,	,	PUNCT
cana-3841	179	10	“	"	PUNCT
cana-3841	179	11	effectiveness	effectiveness	NOUN
cana-3841	179	12	of	of	ADP
cana-3841	179	13	software	software	NOUN
cana-3841	179	14	-	-	PUNCT
cana-3841	179	15	based	base	VERB
cana-3841	179	16	hardening	hardening	NOUN
cana-3841	179	17	for	for	ADP
cana-3841	179	18	radiation	radiation	NOUN
cana-3841	179	19	-	-	PUNCT
cana-3841	179	20	induced	induce	VERB
cana-3841	179	21	soft	soft	ADJ
cana-3841	179	22	errors	error	NOUN
cana-3841	179	23	in	in	ADP
cana-3841	179	24	real	real	ADJ
cana-3841	179	25	-	-	PUNCT
cana-3841	179	26	time	time	NOUN
cana-3841	179	27	operating	operating	NOUN
cana-3841	179	28	systems	system	NOUN
cana-3841	179	29	,	,	PUNCT
cana-3841	179	30	”	"	PUNCT
cana-3841	179	31	in	in	ADP
cana-3841	179	32	architecture	architecture	NOUN
cana-3841	179	33	of	of	ADP
cana-3841	179	34	computing	computing	NOUN
cana-3841	179	35	systems	system	NOUN
cana-3841	179	36	-	-	PUNCT
cana-3841	179	37	arcs	arcs	NOUN
cana-3841	179	38	2017	2017	NUM
cana-3841	179	39	:	:	PUNCT
cana-3841	179	40	https://www.thehindu.com/news/national/defence-ministry-to-replace-microsoft-os-with-maya/article67172875.ece	https://www.thehindu.com/news/national/defence-ministry-to-replace-microsoft-os-with-maya/article67172875.ece	PROPN
cana-3841	179	41	https://www.thehindu.com/news/national/defence-ministry-to-replace-microsoft-os-with-maya/article67172875.ece	https://www.thehindu.com/news/national/defence-ministry-to-replace-microsoft-os-with-maya/article67172875.ece	PROPN
cana-3841	179	42	communications	communication	NOUN
cana-3841	179	43	on	on	ADP
cana-3841	179	44	applied	apply	VERB
cana-3841	179	45	nonlinear	nonlinear	ADJ
cana-3841	179	46	analysis	analysis	NOUN
cana-3841	179	47	issn	issn	NOUN
cana-3841	179	48	:	:	PUNCT
cana-3841	179	49	1074	1074	NUM
cana-3841	179	50	-	-	PUNCT
cana-3841	179	51	133x	133x	NUM
cana-3841	179	52	vol	vol	NOUN
cana-3841	179	53	32	32	NUM
cana-3841	179	54	no	no	NOUN
cana-3841	179	55	.	.	PUNCT
cana-3841	180	1	9s	9s	NUM
cana-3841	180	2	(	(	PUNCT
cana-3841	180	3	2025	2025	NUM
cana-3841	180	4	)	)	PUNCT
cana-3841	180	5	113	113	NUM
cana-3841	180	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3841	180	7	30th	30th	ADJ
cana-3841	180	8	international	international	ADJ
cana-3841	180	9	conference	conference	NOUN
cana-3841	180	10	,	,	PUNCT
cana-3841	180	11	vienna	vienna	PROPN
cana-3841	180	12	,	,	PUNCT
cana-3841	180	13	austria	austria	PROPN
cana-3841	180	14	,	,	PUNCT
cana-3841	180	15	april	april	PROPN
cana-3841	180	16	3–6	3–6	NUM
cana-3841	180	17	,	,	PUNCT
cana-3841	180	18	2017	2017	NUM
cana-3841	180	19	,	,	PUNCT
cana-3841	180	20	proceedings	proceeding	NOUN
cana-3841	180	21	,	,	PUNCT
cana-3841	180	22	2017	2017	NUM
cana-3841	180	23	,	,	PUNCT
cana-3841	180	24	pp	pp	ADJ
cana-3841	180	25	.	.	PUNCT
cana-3841	181	1	3–15	3–15	PROPN
cana-3841	181	2	.	.	PUNCT
cana-3841	182	1	[	[	X
cana-3841	182	2	3	3	X
cana-3841	182	3	]	]	X
cana-3841	182	4	m.	m.	NOUN
cana-3841	182	5	jogi	jogi	PROPN
cana-3841	182	6	,	,	PUNCT
cana-3841	182	7	“	"	PUNCT
cana-3841	182	8	establishing	establish	VERB
cana-3841	182	9	,	,	PUNCT
cana-3841	182	10	implementing	implement	VERB
cana-3841	182	11	and	and	CCONJ
cana-3841	182	12	auditing	audit	VERB
cana-3841	182	13	linux	linux	PROPN
cana-3841	182	14	operating	operating	NOUN
cana-3841	182	15	system	system	NOUN
cana-3841	182	16	hardening	harden	VERB
cana-3841	182	17	standard	standard	NOUN
cana-3841	182	18	for	for	ADP
cana-3841	182	19	security	security	NOUN
cana-3841	182	20	compliance	compliance	NOUN
cana-3841	182	21	,	,	PUNCT
cana-3841	182	22	”	"	PUNCT
cana-3841	182	23	university	university	NOUN
cana-3841	182	24	of	of	ADP
cana-3841	182	25	tartu	tartu	PROPN
cana-3841	182	26	,	,	PUNCT
cana-3841	182	27	tartu	tartu	NOUN
cana-3841	182	28	,	,	PUNCT
cana-3841	182	29	2017	2017	NUM
cana-3841	182	30	.	.	PUNCT
cana-3841	183	1	[	[	X
cana-3841	183	2	4	4	NUM
cana-3841	183	3	]	]	PUNCT
cana-3841	183	4	a.	a.	NOUN
cana-3841	183	5	bosio	bosio	PROPN
cana-3841	183	6	,	,	PUNCT
cana-3841	183	7	s.	s.	PROPN
cana-3841	183	8	di	di	PROPN
cana-3841	183	9	carlo	carlo	PROPN
cana-3841	183	10	,	,	PUNCT
cana-3841	183	11	m.	m.	NOUN
cana-3841	183	12	rebaudengo	rebaudengo	PROPN
cana-3841	183	13	,	,	PUNCT
cana-3841	183	14	and	and	CCONJ
cana-3841	183	15	a.	a.	NOUN
cana-3841	183	16	savino	savino	PROPN
cana-3841	183	17	,	,	PUNCT
cana-3841	183	18	“	"	PUNCT
cana-3841	183	19	toward	toward	ADP
cana-3841	183	20	the	the	DET
cana-3841	183	21	hardening	hardening	NOUN
cana-3841	183	22	of	of	ADP
cana-3841	183	23	real	real	ADJ
cana-3841	183	24	-	-	PUNCT
cana-3841	183	25	time	time	NOUN
cana-3841	183	26	operating	operating	NOUN
cana-3841	183	27	systems	system	NOUN
cana-3841	183	28	,	,	PUNCT
cana-3841	183	29	”	"	PUNCT
cana-3841	183	30	in	in	ADP
cana-3841	183	31	2022	2022	NUM
cana-3841	183	32	ieee	ieee	NOUN
cana-3841	183	33	international	international	ADJ
cana-3841	183	34	symposium	symposium	NOUN
cana-3841	183	35	on	on	ADP
cana-3841	183	36	defect	defect	NOUN
cana-3841	183	37	and	and	CCONJ
cana-3841	183	38	fault	fault	VERB
cana-3841	183	39	tolerance	tolerance	NOUN
cana-3841	183	40	in	in	ADP
cana-3841	183	41	vlsi	vlsi	PROPN
cana-3841	183	42	and	and	CCONJ
cana-3841	183	43	nanotechnology	nanotechnology	NOUN
cana-3841	183	44	systems	system	NOUN
cana-3841	183	45	(	(	PUNCT
cana-3841	183	46	dft	dft	PROPN
cana-3841	183	47	)	)	PUNCT
cana-3841	183	48	,	,	PUNCT
cana-3841	183	49	2022	2022	NUM
cana-3841	183	50	,	,	PUNCT
cana-3841	183	51	pp	pp	ADJ
cana-3841	183	52	.	.	PUNCT
cana-3841	184	1	1–6	1–6	X
cana-3841	184	2	.	.	PUNCT
cana-3841	185	1	[	[	X
cana-3841	185	2	5	5	NUM
cana-3841	185	3	]	]	PUNCT
cana-3841	185	4	a.	a.	PROPN
cana-3841	185	5	e.	e.	PROPN
cana-3841	185	6	ibor	ibor	PROPN
cana-3841	185	7	and	and	CCONJ
cana-3841	185	8	j.	j.	PROPN
cana-3841	185	9	n.	n.	PROPN
cana-3841	185	10	obidinnu	obidinnu	PROPN
cana-3841	185	11	,	,	PUNCT
cana-3841	185	12	“	"	PUNCT
cana-3841	185	13	system	system	NOUN
cana-3841	185	14	hardening	harden	VERB
cana-3841	185	15	architecture	architecture	NOUN
cana-3841	185	16	for	for	ADP
cana-3841	185	17	safer	safe	ADJ
cana-3841	185	18	access	access	NOUN
cana-3841	185	19	to	to	ADP
cana-3841	185	20	critical	critical	ADJ
cana-3841	185	21	business	business	NOUN
cana-3841	185	22	data	datum	NOUN
cana-3841	185	23	,	,	PUNCT
cana-3841	185	24	”	"	PUNCT
cana-3841	185	25	nigerian	nigerian	ADJ
cana-3841	185	26	journal	journal	NOUN
cana-3841	185	27	of	of	ADP
cana-3841	185	28	technology	technology	NOUN
cana-3841	185	29	,	,	PUNCT
cana-3841	185	30	vol	vol	NOUN
cana-3841	185	31	.	.	PROPN
cana-3841	186	1	34	34	NUM
cana-3841	186	2	,	,	PUNCT
cana-3841	186	3	no	no	INTJ
cana-3841	186	4	.	.	NOUN
cana-3841	186	5	4	4	NUM
cana-3841	186	6	,	,	PUNCT
cana-3841	186	7	pp	pp	ADJ
cana-3841	186	8	.	.	PUNCT
cana-3841	187	1	788–792	788–792	NUM
cana-3841	187	2	,	,	PUNCT
cana-3841	187	3	2015	2015	NUM
cana-3841	187	4	.	.	PUNCT
cana-3841	188	1	[	[	X
cana-3841	188	2	6	6	X
cana-3841	188	3	]	]	PUNCT
cana-3841	188	4	j.	j.	PROPN
cana-3841	188	5	turnbull	turnbull	PROPN
cana-3841	188	6	,	,	PUNCT
cana-3841	188	7	“	"	PUNCT
cana-3841	188	8	hardening	harden	VERB
cana-3841	188	9	the	the	DET
cana-3841	188	10	basics	basic	NOUN
cana-3841	188	11	,	,	PUNCT
cana-3841	188	12	”	"	PUNCT
cana-3841	188	13	in	in	ADP
cana-3841	188	14	hardening	harden	VERB
cana-3841	188	15	linux	linux	PROPN
cana-3841	188	16	,	,	PUNCT
cana-3841	188	17	pp	pp	ADJ
cana-3841	188	18	.	.	PUNCT
cana-3841	189	1	1–77	1–77	PROPN
cana-3841	189	2	,	,	PUNCT
cana-3841	189	3	2005	2005	NUM
cana-3841	189	4	.	.	PUNCT
cana-3841	190	1	[	[	X
cana-3841	190	2	7	7	X
cana-3841	190	3	]	]	PUNCT
cana-3841	190	4	z.	z.	PROPN
cana-3841	190	5	han	han	PROPN
cana-3841	190	6	,	,	PUNCT
cana-3841	190	7	l.	l.	PROPN
cana-3841	190	8	cheng	cheng	PROPN
cana-3841	190	9	,	,	PUNCT
cana-3841	190	10	y.	y.	PROPN
cana-3841	190	11	zhang	zhang	PROPN
cana-3841	190	12	,	,	PUNCT
cana-3841	190	13	and	and	CCONJ
cana-3841	190	14	d.	d.	PROPN
cana-3841	190	15	feng	feng	PROPN
cana-3841	190	16	,	,	PUNCT
cana-3841	190	17	“	"	PUNCT
cana-3841	190	18	operating	operate	VERB
cana-3841	190	19	system	system	NOUN
cana-3841	190	20	security	security	NOUN
cana-3841	190	21	policy	policy	NOUN
cana-3841	190	22	hardening	harden	VERB
cana-3841	190	23	via	via	ADP
cana-3841	190	24	capability	capability	NOUN
cana-3841	190	25	dependency	dependency	NOUN
cana-3841	190	26	graphs	graph	NOUN
cana-3841	190	27	,	,	PUNCT
cana-3841	190	28	”	"	PUNCT
cana-3841	190	29	in	in	ADP
cana-3841	190	30	information	information	NOUN
cana-3841	190	31	security	security	NOUN
cana-3841	190	32	practice	practice	NOUN
cana-3841	190	33	and	and	CCONJ
cana-3841	190	34	experience	experience	NOUN
cana-3841	190	35	:	:	PUNCT
cana-3841	190	36	11th	11th	ADJ
cana-3841	190	37	international	international	ADJ
cana-3841	190	38	conference	conference	NOUN
cana-3841	190	39	,	,	PUNCT
cana-3841	190	40	ispec	ispec	PROPN
cana-3841	190	41	2015	2015	NUM
cana-3841	190	42	,	,	PUNCT
cana-3841	190	43	beijing	beijing	PROPN
cana-3841	190	44	,	,	PUNCT
cana-3841	190	45	china	china	PROPN
cana-3841	190	46	,	,	PUNCT
cana-3841	190	47	may	may	AUX
cana-3841	190	48	5	5	NUM
cana-3841	190	49	-	-	SYM
cana-3841	190	50	8	8	NUM
cana-3841	190	51	,	,	PUNCT
cana-3841	190	52	2015	2015	NUM
cana-3841	190	53	,	,	PUNCT
cana-3841	190	54	proceedings	proceeding	NOUN
cana-3841	190	55	,	,	PUNCT
cana-3841	190	56	2015	2015	NUM
cana-3841	190	57	,	,	PUNCT
cana-3841	190	58	pp	pp	ADJ
cana-3841	190	59	.	.	PUNCT
cana-3841	191	1	3–17	3–17	NUM
cana-3841	191	2	.	.	PUNCT
cana-3841	192	1	[	[	X
cana-3841	192	2	8	8	NUM
cana-3841	192	3	]	]	PUNCT
cana-3841	192	4	a.	a.	NOUN
cana-3841	192	5	brandão	brandão	PROPN
cana-3841	192	6	,	,	PUNCT
cana-3841	192	7	j.	j.	PROPN
cana-3841	192	8	s.	s.	PROPN
cana-3841	192	9	resende	resende	PROPN
cana-3841	192	10	,	,	PUNCT
cana-3841	192	11	and	and	CCONJ
cana-3841	192	12	r.	r.	PROPN
cana-3841	192	13	martins	martins	PROPN
cana-3841	192	14	,	,	PUNCT
cana-3841	192	15	“	"	PUNCT
cana-3841	192	16	hardening	harden	VERB
cana-3841	192	17	cryptographic	cryptographic	ADJ
cana-3841	192	18	operations	operation	NOUN
cana-3841	192	19	through	through	ADP
cana-3841	192	20	the	the	DET
cana-3841	192	21	use	use	NOUN
cana-3841	192	22	of	of	ADP
cana-3841	192	23	secure	secure	ADJ
cana-3841	192	24	enclaves	enclave	NOUN
cana-3841	192	25	,	,	PUNCT
cana-3841	192	26	”	"	PUNCT
cana-3841	192	27	computers	computer	NOUN
cana-3841	192	28	&	&	CCONJ
cana-3841	192	29	security	security	NOUN
cana-3841	192	30	,	,	PUNCT
cana-3841	192	31	vol	vol	NOUN
cana-3841	192	32	.	.	PROPN
cana-3841	192	33	108	108	NUM
cana-3841	192	34	,	,	PUNCT
cana-3841	192	35	p.	p.	NOUN
cana-3841	192	36	102327	102327	NUM
cana-3841	192	37	,	,	PUNCT
cana-3841	192	38	2021	2021	NUM
cana-3841	192	39	.	.	PUNCT
cana-3841	193	1	[	[	X
cana-3841	193	2	9	9	NUM
cana-3841	193	3	]	]	PUNCT
cana-3841	193	4	r.	r.	PROPN
cana-3841	193	5	sasidharan	sasidharan	PROPN
cana-3841	193	6	,	,	PUNCT
cana-3841	193	7	“	"	PUNCT
cana-3841	193	8	a	a	DET
cana-3841	193	9	case	case	NOUN
cana-3841	193	10	study	study	NOUN
cana-3841	193	11	to	to	PART
cana-3841	193	12	implement	implement	VERB
cana-3841	193	13	windows	window	NOUN
cana-3841	193	14	system	system	NOUN
cana-3841	193	15	hardening	harden	VERB
cana-3841	193	16	using	use	VERB
cana-3841	193	17	cis	cis	NOUN
cana-3841	193	18	controls	control	NOUN
cana-3841	193	19	,	,	PUNCT
cana-3841	193	20	”	"	PUNCT
cana-3841	193	21	international	international	ADJ
cana-3841	193	22	journal	journal	NOUN
cana-3841	193	23	of	of	ADP
cana-3841	193	24	computer	computer	NOUN
cana-3841	193	25	trends	trend	NOUN
cana-3841	193	26	and	and	CCONJ
cana-3841	193	27	technology	technology	NOUN
cana-3841	193	28	,	,	PUNCT
cana-3841	193	29	vol	vol	NOUN
cana-3841	193	30	.	.	PROPN
cana-3841	193	31	70	70	NUM
cana-3841	193	32	,	,	PUNCT
cana-3841	193	33	no	no	INTJ
cana-3841	193	34	.	.	NOUN
cana-3841	193	35	7	7	NUM
cana-3841	193	36	,	,	PUNCT
cana-3841	193	37	pp	pp	ADJ
cana-3841	193	38	.	.	PUNCT
cana-3841	194	1	1–7	1–7	NUM
cana-3841	194	2	,	,	PUNCT
cana-3841	194	3	2022	2022	NUM
cana-3841	194	4	.	.	PUNCT
cana-3841	195	1	[	[	X
cana-3841	195	2	10	10	NUM
cana-3841	195	3	]	]	PUNCT
cana-3841	195	4	a.	a.	NOUN
cana-3841	195	5	kurmus	kurmus	PROPN
cana-3841	195	6	and	and	CCONJ
cana-3841	195	7	r.	r.	PROPN
cana-3841	195	8	zippel	zippel	PROPN
cana-3841	195	9	,	,	PUNCT
cana-3841	195	10	“	"	PUNCT
cana-3841	195	11	a	a	DET
cana-3841	195	12	tale	tale	NOUN
cana-3841	195	13	of	of	ADP
cana-3841	195	14	two	two	NUM
cana-3841	195	15	kernels	kernel	NOUN
cana-3841	195	16	:	:	PUNCT
cana-3841	195	17	towards	towards	ADP
cana-3841	195	18	ending	end	VERB
cana-3841	195	19	kernel	kernel	PROPN
cana-3841	195	20	hardening	harden	VERB
cana-3841	195	21	wars	war	NOUN
cana-3841	195	22	with	with	ADP
cana-3841	195	23	split	split	ADJ
cana-3841	195	24	kernel	kernel	NOUN
cana-3841	195	25	,	,	PUNCT
cana-3841	195	26	”	"	PUNCT
cana-3841	195	27	in	in	ADP
cana-3841	195	28	proceedings	proceeding	NOUN
cana-3841	195	29	of	of	ADP
cana-3841	195	30	the	the	DET
cana-3841	195	31	2014	2014	NUM
cana-3841	195	32	acm	acm	PROPN
cana-3841	195	33	sigsac	sigsac	NOUN
cana-3841	195	34	conference	conference	NOUN
cana-3841	195	35	on	on	ADP
cana-3841	195	36	computer	computer	NOUN
cana-3841	195	37	and	and	CCONJ
cana-3841	195	38	communications	communication	NOUN
cana-3841	195	39	security	security	NOUN
cana-3841	195	40	,	,	PUNCT
cana-3841	195	41	scottsdale	scottsdale	PROPN
cana-3841	195	42	,	,	PUNCT
cana-3841	195	43	arizona	arizona	PROPN
cana-3841	195	44	,	,	PUNCT
cana-3841	195	45	usa	usa	PROPN
cana-3841	195	46	,	,	PUNCT
cana-3841	195	47	2014	2014	NUM
cana-3841	195	48	,	,	PUNCT
cana-3841	195	49	pp	pp	ADJ
cana-3841	195	50	.	.	PUNCT
cana-3841	196	1	1366–1377	1366–1377	X
cana-3841	196	2	.	.	PUNCT
cana-3841	197	1	[	[	X
cana-3841	197	2	11	11	NUM
cana-3841	197	3	]	]	PUNCT
cana-3841	197	4	m.	m.	NOUN
cana-3841	197	5	sreerag	sreerag	PROPN
cana-3841	197	6	,	,	PUNCT
cana-3841	197	7	m.	m.	NOUN
cana-3841	197	8	sethumadhavan	sethumadhavan	PROPN
cana-3841	197	9	,	,	PUNCT
cana-3841	197	10	and	and	CCONJ
cana-3841	197	11	p.	p.	PROPN
cana-3841	197	12	p.	p.	PROPN
cana-3841	197	13	amritha	amritha	PROPN
cana-3841	197	14	,	,	PUNCT
cana-3841	197	15	“	"	PUNCT
cana-3841	197	16	identifying	identify	VERB
cana-3841	197	17	and	and	CCONJ
cana-3841	197	18	mitigating	mitigate	VERB
cana-3841	197	19	vulnerabilities	vulnerability	NOUN
cana-3841	197	20	of	of	ADP
cana-3841	197	21	hardened	harden	VERB
cana-3841	197	22	windows	window	NOUN
cana-3841	197	23	operating	operating	NOUN
cana-3841	197	24	system	system	NOUN
cana-3841	197	25	,	,	PUNCT
cana-3841	197	26	”	"	PUNCT
cana-3841	197	27	in	in	ADP
cana-3841	197	28	information	information	NOUN
cana-3841	197	29	and	and	CCONJ
cana-3841	197	30	communication	communication	NOUN
cana-3841	197	31	technology	technology	NOUN
cana-3841	197	32	for	for	ADP
cana-3841	197	33	competitive	competitive	ADJ
cana-3841	197	34	strategies	strategy	NOUN
cana-3841	197	35	(	(	PUNCT
cana-3841	197	36	ictcs	ictcs	NOUN
cana-3841	197	37	2020	2020	NUM
cana-3841	197	38	)	)	PUNCT
cana-3841	197	39	ict	ict	NOUN
cana-3841	197	40	:	:	PUNCT
cana-3841	197	41	applications	application	NOUN
cana-3841	197	42	and	and	CCONJ
cana-3841	197	43	social	social	ADJ
cana-3841	197	44	interfaces	interface	NOUN
cana-3841	197	45	,	,	PUNCT
cana-3841	197	46	2022	2022	NUM
cana-3841	197	47	,	,	PUNCT
cana-3841	197	48	pp	pp	ADJ
cana-3841	197	49	.	.	PUNCT
cana-3841	198	1	623–632	623–632	NUM
cana-3841	198	2	.	.	PUNCT
cana-3841	199	1	[	[	X
cana-3841	199	2	12	12	NUM
cana-3841	199	3	]	]	PUNCT
cana-3841	199	4	s.-j	s.-j	PROPN
cana-3841	199	5	.	.	PUNCT
cana-3841	200	1	jang	jang	PROPN
cana-3841	200	2	,	,	PUNCT
cana-3841	200	3	“	"	PUNCT
cana-3841	200	4	kernel	kernel	NOUN
cana-3841	200	5	hardening	harden	VERB
cana-3841	200	6	by	by	ADP
cana-3841	200	7	recovering	recover	VERB
cana-3841	200	8	kernel	kernel	NOUN
cana-3841	200	9	stack	stack	NOUN
cana-3841	200	10	frame	frame	NOUN
cana-3841	200	11	in	in	ADP
cana-3841	200	12	linux	linux	PROPN
cana-3841	200	13	operating	operating	NOUN
cana-3841	200	14	system	system	NOUN
cana-3841	200	15	,	,	PUNCT
cana-3841	200	16	”	"	PUNCT
cana-3841	200	17	international	international	ADJ
cana-3841	200	18	journal	journal	NOUN
cana-3841	200	19	of	of	ADP
cana-3841	200	20	advancements	advancement	NOUN
cana-3841	200	21	in	in	ADP
cana-3841	200	22	computing	compute	VERB
cana-3841	200	23	technology	technology	NOUN
cana-3841	200	24	,	,	PUNCT
cana-3841	200	25	vol	vol	NOUN
cana-3841	200	26	.	.	PROPN
cana-3841	200	27	1	1	NUM
cana-3841	200	28	,	,	PUNCT
cana-3841	200	29	no	no	INTJ
cana-3841	200	30	.	.	NOUN
cana-3841	200	31	1	1	NUM
cana-3841	200	32	,	,	PUNCT
cana-3841	200	33	2009	2009	NUM
cana-3841	200	34	.	.	PUNCT
cana-3841	201	1	[	[	X
cana-3841	201	2	13	13	NUM
cana-3841	201	3	]	]	X
cana-3841	201	4	r.	r.	PROPN
cana-3841	201	5	kaur	kaur	PROPN
cana-3841	201	6	and	and	CCONJ
cana-3841	201	7	m.	m.	PROPN
cana-3841	201	8	singh	singh	PROPN
cana-3841	201	9	,	,	PUNCT
cana-3841	201	10	“	"	PUNCT
cana-3841	201	11	hardening	harden	VERB
cana-3841	201	12	os	os	NOUN
cana-3841	201	13	identity	identity	NOUN
cana-3841	201	14	by	by	ADP
cana-3841	201	15	customised	customised	ADJ
cana-3841	201	16	masking	masking	NOUN
cana-3841	201	17	techniques	technique	NOUN
cana-3841	201	18	,	,	PUNCT
cana-3841	201	19	”	"	PUNCT
cana-3841	201	20	in	in	ADP
cana-3841	201	21	proceedings	proceeding	NOUN
cana-3841	201	22	of	of	ADP
cana-3841	201	23	2009	2009	NUM
cana-3841	201	24	indo	indo	NOUN
cana-3841	201	25	us	us	PROPN
cana-3841	201	26	workshop	workshop	NOUN
cana-3841	201	27	and	and	CCONJ
cana-3841	201	28	conference	conference	NOUN
cana-3841	201	29	on	on	ADP
cana-3841	201	30	cyber	cyber	ADJ
cana-3841	201	31	security	security	NOUN
cana-3841	201	32	,	,	PUNCT
cana-3841	201	33	cyber	cyber	NOUN
cana-3841	201	34	crime	crime	NOUN
cana-3841	201	35	and	and	CCONJ
cana-3841	201	36	cyber	cyber	PROPN
cana-3841	201	37	forensics	forensic	NOUN
cana-3841	201	38	,	,	PUNCT
cana-3841	201	39	2009	2009	NUM
cana-3841	201	40	.	.	PUNCT
cana-3841	202	1	[	[	X
cana-3841	202	2	14	14	NUM
cana-3841	202	3	]	]	PUNCT
cana-3841	202	4	k.	k.	PROPN
cana-3841	202	5	henttunen	henttunen	PROPN
cana-3841	202	6	,	,	PUNCT
cana-3841	202	7	“	"	PUNCT
cana-3841	202	8	automated	automate	VERB
cana-3841	202	9	hardening	hardening	NOUN
cana-3841	202	10	and	and	CCONJ
cana-3841	202	11	testing	testing	NOUN
cana-3841	202	12	centos	centos	PROPN
cana-3841	202	13	linux	linux	PROPN
cana-3841	202	14	7	7	NUM
cana-3841	202	15	:	:	PUNCT
cana-3841	202	16	security	security	NOUN
cana-3841	202	17	profiling	profiling	NOUN
cana-3841	202	18	with	with	ADP
cana-3841	202	19	the	the	DET
cana-3841	202	20	usgcb	usgcb	PROPN
cana-3841	202	21	baseline	baseline	NOUN
cana-3841	202	22	,	,	PUNCT
cana-3841	202	23	”	"	PUNCT
cana-3841	202	24	2018	2018	NUM
cana-3841	202	25	.	.	PUNCT
cana-3841	203	1	[	[	X
cana-3841	203	2	15	15	NUM
cana-3841	203	3	]	]	X
cana-3841	203	4	a.	a.	NOUN
cana-3841	203	5	nepal	nepal	PROPN
cana-3841	203	6	,	,	PUNCT
cana-3841	203	7	“	"	PUNCT
cana-3841	203	8	linux	linux	PROPN
cana-3841	203	9	server	server	NOUN
cana-3841	203	10	&	&	CCONJ
cana-3841	203	11	hardening	harden	VERB
cana-3841	203	12	security	security	NOUN
cana-3841	203	13	,	,	PUNCT
cana-3841	203	14	”	"	PUNCT
cana-3841	203	15	2014	2014	NUM
cana-3841	203	16	.	.	PUNCT
cana-3841	204	1	[	[	X
cana-3841	204	2	online	online	X
cana-3841	204	3	]	]	X
cana-3841	204	4	.	.	PUNCT
cana-3841	205	1	available	available	ADJ
cana-3841	205	2	:	:	PUNCT
cana-3841	206	1	https://doi.org/10.13140/2.1.5079.2329	https://doi.org/10.13140/2.1.5079.2329	X
cana-3841	206	2	.	.	PUNCT
cana-3841	207	1	[	[	X
cana-3841	207	2	16	16	NUM
cana-3841	207	3	]	]	PUNCT
cana-3841	207	4	s.-j	s.-j	PROPN
cana-3841	207	5	.	.	PUNCT
cana-3841	208	1	jang	jang	PROPN
cana-3841	208	2	,	,	PUNCT
cana-3841	208	3	“	"	PUNCT
cana-3841	208	4	design	design	NOUN
cana-3841	208	5	of	of	ADP
cana-3841	208	6	the	the	DET
cana-3841	208	7	kernel	kernel	NOUN
cana-3841	208	8	hardening	harden	VERB
cana-3841	208	9	function	function	NOUN
cana-3841	208	10	in	in	ADP
cana-3841	208	11	the	the	DET
cana-3841	208	12	linux	linux	PROPN
cana-3841	208	13	network	network	NOUN
cana-3841	208	14	module	module	NOUN
cana-3841	208	15	,	,	PUNCT
cana-3841	208	16	”	"	PUNCT
cana-3841	208	17	ijcsns	ijcsns	ADJ
cana-3841	208	18	,	,	PUNCT
cana-3841	208	19	vol	vol	NOUN
cana-3841	208	20	.	.	PROPN
cana-3841	208	21	6	6	NUM
cana-3841	208	22	,	,	PUNCT
cana-3841	208	23	no	no	INTJ
cana-3841	208	24	.	.	PUNCT
cana-3841	208	25	8b	8b	NUM
cana-3841	208	26	,	,	PUNCT
cana-3841	208	27	p.	p.	NOUN
cana-3841	208	28	135	135	NUM
cana-3841	208	29	,	,	PUNCT
cana-3841	208	30	2006	2006	NUM
cana-3841	208	31	.	.	PUNCT
cana-3841	209	1	communications	communication	NOUN
cana-3841	209	2	on	on	ADP
cana-3841	209	3	applied	apply	VERB
cana-3841	209	4	nonlinear	nonlinear	ADJ
cana-3841	209	5	analysis	analysis	NOUN
cana-3841	209	6	issn	issn	NOUN
cana-3841	209	7	:	:	PUNCT
cana-3841	209	8	1074	1074	NUM
cana-3841	209	9	-	-	PUNCT
cana-3841	209	10	133x	133x	NUM
cana-3841	209	11	vol	vol	NOUN
cana-3841	209	12	32	32	NUM
cana-3841	209	13	no	no	NOUN
cana-3841	209	14	.	.	PUNCT
cana-3841	210	1	9s	9s	NUM
cana-3841	210	2	(	(	PUNCT
cana-3841	210	3	2025	2025	NUM
cana-3841	210	4	)	)	PUNCT
cana-3841	210	5	114	114	NUM
cana-3841	210	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3841	211	1	[	[	X
cana-3841	211	2	17	17	NUM
cana-3841	211	3	]	]	PUNCT
cana-3841	211	4	m.	m.	NOUN
cana-3841	211	5	krichanov	krichanov	PROPN
cana-3841	211	6	and	and	CCONJ
cana-3841	211	7	v.	v.	ADP
cana-3841	211	8	cheptsov	cheptsov	NOUN
cana-3841	211	9	,	,	PUNCT
cana-3841	211	10	“	"	PUNCT
cana-3841	211	11	uefi	uefi	PROPN
cana-3841	211	12	virtual	virtual	ADJ
cana-3841	211	13	machine	machine	NOUN
cana-3841	211	14	firmware	firmware	NOUN
cana-3841	211	15	hardening	harden	VERB
cana-3841	211	16	through	through	ADP
cana-3841	211	17	snapshots	snapshot	NOUN
cana-3841	211	18	and	and	CCONJ
cana-3841	211	19	attack	attack	NOUN
cana-3841	211	20	surface	surface	NOUN
cana-3841	211	21	reduction	reduction	NOUN
cana-3841	211	22	,	,	PUNCT
cana-3841	211	23	”	"	PUNCT
cana-3841	211	24	in	in	ADP
cana-3841	211	25	2021	2021	NUM
cana-3841	211	26	ivannikov	ivannikov	PROPN
cana-3841	211	27	ispras	ispras	PROPN
cana-3841	211	28	open	open	ADJ
cana-3841	211	29	conference	conference	PROPN
cana-3841	211	30	(	(	PUNCT
cana-3841	211	31	ispras	ispra	NOUN
cana-3841	211	32	)	)	PUNCT
cana-3841	211	33	,	,	PUNCT
cana-3841	211	34	2021	2021	NUM
cana-3841	211	35	,	,	PUNCT
cana-3841	211	36	pp	pp	ADJ
cana-3841	211	37	.	.	PUNCT
cana-3841	212	1	30–36	30–36	NUM
cana-3841	212	2	.	.	PUNCT
cana-3841	213	1	[	[	X
cana-3841	213	2	18	18	NUM
cana-3841	213	3	]	]	X
cana-3841	213	4	n.	n.	PROPN
cana-3841	213	5	uke	uke	PROPN
cana-3841	213	6	and	and	CCONJ
cana-3841	213	7	s.	s.	PROPN
cana-3841	213	8	uke	uke	PROPN
cana-3841	213	9	,	,	PUNCT
cana-3841	213	10	“	"	PUNCT
cana-3841	213	11	proximity	proximity	NOUN
cana-3841	213	12	approach	approach	NOUN
cana-3841	213	13	for	for	ADP
cana-3841	213	14	object	object	NOUN
cana-3841	213	15	detection	detection	NOUN
cana-3841	213	16	in	in	ADP
cana-3841	213	17	video	video	NOUN
cana-3841	213	18	,	,	PUNCT
cana-3841	213	19	”	"	PUNCT
cana-3841	213	20	international	international	ADJ
cana-3841	213	21	journal	journal	NOUN
cana-3841	213	22	of	of	ADP
cana-3841	213	23	control	control	NOUN
cana-3841	213	24	and	and	CCONJ
cana-3841	213	25	automation	automation	NOUN
cana-3841	213	26	,	,	PUNCT
cana-3841	213	27	vol	vol	NOUN
cana-3841	213	28	.	.	PROPN
cana-3841	213	29	13	13	NUM
cana-3841	213	30	,	,	PUNCT
cana-3841	213	31	no	no	INTJ
cana-3841	213	32	.	.	NOUN
cana-3841	213	33	2	2	NUM
cana-3841	213	34	,	,	PUNCT
cana-3841	213	35	pp	pp	ADJ
cana-3841	213	36	.	.	PUNCT
cana-3841	213	37	868	868	NUM
cana-3841	213	38	-	-	SYM
cana-3841	213	39	876	876	NUM
cana-3841	213	40	,	,	PUNCT
cana-3841	213	41	2020	2020	NUM
cana-3841	213	42	.	.	PUNCT
cana-3841	214	1	[	[	X
cana-3841	214	2	19	19	NUM
cana-3841	214	3	]	]	PUNCT
cana-3841	214	4	s.	s.	PROPN
cana-3841	214	5	n.	n.	PROPN
cana-3841	214	6	uke	uke	PROPN
cana-3841	214	7	and	and	CCONJ
cana-3841	214	8	a.	a.	NOUN
cana-3841	214	9	zade	zade	PROPN
cana-3841	214	10	,	,	PUNCT
cana-3841	214	11	“	"	PUNCT
cana-3841	214	12	optimal	optimal	ADJ
cana-3841	214	13	video	video	NOUN
cana-3841	214	14	processing	processing	NOUN
cana-3841	214	15	and	and	CCONJ
cana-3841	214	16	soft	soft	ADJ
cana-3841	214	17	computing	computing	NOUN
cana-3841	214	18	algorithms	algorithm	NOUN
cana-3841	214	19	for	for	ADP
cana-3841	214	20	human	human	ADJ
cana-3841	214	21	hand	hand	NOUN
cana-3841	214	22	gesture	gesture	NOUN
cana-3841	214	23	recognition	recognition	NOUN
cana-3841	214	24	from	from	ADP
cana-3841	214	25	real	real	ADJ
cana-3841	214	26	-	-	PUNCT
cana-3841	214	27	time	time	NOUN
cana-3841	214	28	video	video	NOUN
cana-3841	214	29	,	,	PUNCT
cana-3841	214	30	”	"	PUNCT
cana-3841	214	31	multimedia	multimedia	NOUN
cana-3841	214	32	tools	tool	NOUN
cana-3841	214	33	and	and	CCONJ
cana-3841	214	34	applications	application	NOUN
cana-3841	214	35	,	,	PUNCT
cana-3841	214	36	vol	vol	NOUN
cana-3841	214	37	.	.	PROPN
cana-3841	214	38	83	83	NUM
cana-3841	214	39	,	,	PUNCT
cana-3841	214	40	no	no	INTJ
cana-3841	214	41	.	.	NOUN
cana-3841	214	42	17	17	NUM
cana-3841	214	43	,	,	PUNCT
cana-3841	214	44	pp	pp	ADJ
cana-3841	214	45	.	.	PUNCT
cana-3841	214	46	50425–50447	50425–50447	NUM
cana-3841	214	47	,	,	PUNCT
cana-3841	214	48	nov	nov	PROPN
cana-3841	214	49	.	.	PROPN
cana-3841	214	50	2023	2023	NUM
cana-3841	214	51	,	,	PUNCT
cana-3841	214	52	doi	doi	NOUN
cana-3841	214	53	:	:	PUNCT
cana-3841	214	54	10.1007	10.1007	NUM
cana-3841	214	55	/	/	SYM
cana-3841	214	56	s11042	s11042	PROPN
cana-3841	214	57	-	-	PUNCT
cana-3841	214	58	023	023	NUM
cana-3841	214	59	-	-	PUNCT
cana-3841	214	60	17608	17608	NUM
cana-3841	214	61	-	-	PUNCT
cana-3841	214	62	8	8	NUM
cana-3841	214	63	.	.	PUNCT
cana-3841	215	1	[	[	X
cana-3841	215	2	20	20	NUM
cana-3841	215	3	]	]	PUNCT
cana-3841	215	4	atharva	atharva	PROPN
cana-3841	215	5	balasaheb	balasaheb	PROPN
cana-3841	215	6	chivate	chivate	NOUN
cana-3841	215	7	,	,	PUNCT
cana-3841	215	8	p.	p.	PROPN
cana-3841	215	9	d.	d.	PROPN
cana-3841	215	10	chopade	chopade	PROPN
cana-3841	215	11	,	,	PUNCT
cana-3841	215	12	shreeshail	shreeshail	PROPN
cana-3841	215	13	chitpur	chitpur	PROPN
cana-3841	215	14	,	,	PUNCT
cana-3841	215	15	o.	o.	PROPN
cana-3841	215	16	n.	n.	PROPN
cana-3841	215	17	chavan	chavan	PROPN
cana-3841	215	18	,	,	PUNCT
cana-3841	215	19	and	and	CCONJ
cana-3841	215	20	shailaja	shailaja	PROPN
cana-3841	215	21	uke	uke	NOUN
cana-3841	215	22	,	,	PUNCT
cana-3841	215	23	“	"	PUNCT
cana-3841	215	24	comparative	comparative	ADJ
cana-3841	215	25	analysis	analysis	NOUN
cana-3841	215	26	of	of	ADP
cana-3841	215	27	multiple	multiple	ADJ
cana-3841	215	28	ml	ml	NOUN
cana-3841	215	29	models	model	NOUN
cana-3841	215	30	and	and	CCONJ
cana-3841	215	31	real	real	ADJ
cana-3841	215	32	-	-	PUNCT
cana-3841	215	33	time	time	NOUN
cana-3841	215	34	translation	translation	NOUN
cana-3841	215	35	,	,	PUNCT
cana-3841	215	36	”	"	PUNCT
cana-3841	215	37	pp	pp	ADV
cana-3841	215	38	.	.	PUNCT
cana-3841	216	1	400–406	400–406	NUM
cana-3841	216	2	,	,	PUNCT
cana-3841	216	3	oct	oct	PROPN
cana-3841	216	4	.	.	PROPN
cana-3841	216	5	2023	2023	NUM
cana-3841	216	6	,	,	PUNCT
cana-3841	216	7	doi	doi	NOUN
cana-3841	216	8	:	:	PUNCT
cana-3841	216	9	https://doi.org/10.1109/icccmla58983.2023.10346894	https://doi.org/10.1109/icccmla58983.2023.10346894	PROPN
cana-3841	216	10	.	.	PUNCT