id	sid	tid	token	lemma	pos
easat-4697	1	1	edelweiss	edelweiss	PROPN
easat-4697	1	2	applied	apply	VERB
easat-4697	1	3	science	science	NOUN
easat-4697	1	4	and	and	CCONJ
easat-4697	1	5	technology	technology	NOUN
easat-4697	1	6	issn	issn	PROPN
easat-4697	1	7	:	:	PUNCT
easat-4697	1	8	2576	2576	NUM
easat-4697	1	9	-	-	SYM
easat-4697	1	10	8484	8484	NUM
easat-4697	1	11	vol	vol	NOUN
easat-4697	1	12	.	.	PROPN
easat-4697	2	1	9	9	NUM
easat-4697	2	2	,	,	PUNCT
easat-4697	2	3	no	no	INTJ
easat-4697	2	4	.	.	NOUN
easat-4697	2	5	2	2	NUM
easat-4697	2	6	,	,	PUNCT
easat-4697	2	7	1147	1147	NUM
easat-4697	2	8	-	-	SYM
easat-4697	2	9	1155	1155	NUM
easat-4697	2	10	2025	2025	NUM
easat-4697	2	11	publisher	publisher	NOUN
easat-4697	2	12	:	:	PUNCT
easat-4697	2	13	learning	learn	VERB
easat-4697	2	14	gate	gate	NOUN
easat-4697	2	15	doi	doi	PROPN
easat-4697	2	16	:	:	PUNCT
easat-4697	2	17	10.55214/25768484.v9i2.4697	10.55214/25768484.v9i2.4697	NUM
easat-4697	2	18	©	©	ADP
easat-4697	2	19	2024	2024	NUM
easat-4697	2	20	by	by	ADP
easat-4697	2	21	the	the	DET
easat-4697	2	22	authors	author	NOUN
easat-4697	2	23	;	;	PUNCT
easat-4697	2	24	licensee	licensee	PROPN
easat-4697	2	25	learning	learning	NOUN
easat-4697	2	26	gate	gate	NOUN
easat-4697	3	1	©	©	PROPN
easat-4697	3	2	2025	2025	NUM
easat-4697	3	3	by	by	ADP
easat-4697	3	4	the	the	DET
easat-4697	3	5	authors	author	NOUN
easat-4697	3	6	;	;	PUNCT
easat-4697	3	7	licensee	licensee	PROPN
easat-4697	3	8	learning	learning	NOUN
easat-4697	3	9	gate	gate	NOUN
easat-4697	3	10	history	history	NOUN
easat-4697	3	11	:	:	PUNCT
easat-4697	3	12	received	receive	VERB
easat-4697	3	13	:	:	PUNCT
easat-4697	3	14	19	19	NUM
easat-4697	3	15	december	december	PROPN
easat-4697	3	16	2024	2024	NUM
easat-4697	3	17	;	;	PUNCT
easat-4697	3	18	revised	revise	VERB
easat-4697	3	19	:	:	PUNCT
easat-4697	3	20	24	24	NUM
easat-4697	3	21	january	january	PROPN
easat-4697	3	22	2025	2025	NUM
easat-4697	3	23	;	;	PUNCT
easat-4697	3	24	accepted	accept	VERB
easat-4697	3	25	:	:	PUNCT
easat-4697	3	26	28	28	NUM
easat-4697	3	27	january	january	NOUN
easat-4697	3	28	2025	2025	NUM
easat-4697	3	29	;	;	PUNCT
easat-4697	3	30	published	publish	VERB
easat-4697	3	31	:	:	PUNCT
easat-4697	4	1	10	10	NUM
easat-4697	4	2	february	february	NOUN
easat-4697	4	3	2025	2025	NUM
easat-4697	4	4	*	*	PUNCT
easat-4697	4	5	correspondence	correspondence	NOUN
easat-4697	4	6	:	:	PUNCT
easat-4697	4	7	damir.regvart@algebra.hr	damir.regvart@algebra.hr	ADJ
easat-4697	4	8	security	security	NOUN
easat-4697	4	9	hardening	harden	VERB
easat-4697	4	10	using	use	VERB
easat-4697	4	11	infrastructure	infrastructure	NOUN
easat-4697	4	12	as	as	ADP
easat-4697	4	13	code	code	NOUN
easat-4697	4	14	damir	damir	PROPN
easat-4697	4	15	regvart1	regvart1	PROPN
easat-4697	4	16	*	*	PROPN
easat-4697	4	17	,	,	PUNCT
easat-4697	4	18	jasmin	jasmin	PROPN
easat-4697	4	19	redžepagić2	redžepagić2	PROPN
easat-4697	4	20	,	,	PUNCT
easat-4697	4	21	adriano	adriano	PROPN
easat-4697	4	22	bubnjek3	bubnjek3	PROPN
easat-4697	4	23	,	,	PUNCT
easat-4697	4	24	robert	robert	PROPN
easat-4697	4	25	petrunić4	petrunić4	PROPN
easat-4697	4	26	1,2,3,4department	1,2,3,4department	NUM
easat-4697	4	27	of	of	ADP
easat-4697	4	28	system	system	NOUN
easat-4697	4	29	engineering	engineering	NOUN
easat-4697	4	30	and	and	CCONJ
easat-4697	4	31	cybersecurity	cybersecurity	NOUN
easat-4697	4	32	,	,	PUNCT
easat-4697	4	33	algebra	algebra	NOUN
easat-4697	4	34	university	university	PROPN
easat-4697	4	35	,	,	PUNCT
easat-4697	4	36	zagreb	zagreb	PROPN
easat-4697	4	37	,	,	PUNCT
easat-4697	4	38	croatia	croatia	PROPN
easat-4697	4	39	;	;	PUNCT
easat-4697	4	40	damir.regvart@algebra.hr	damir.regvart@algebra.hr	PROPN
easat-4697	4	41	(	(	PUNCT
easat-4697	4	42	d.r	d.r	PROPN
easat-4697	4	43	.	.	PROPN
easat-4697	4	44	)	)	PUNCT
easat-4697	5	1	jasmin.redzepagic@algebra.hr	jasmin.redzepagic@algebra.hr	PROPN
easat-4697	5	2	(	(	PUNCT
easat-4697	5	3	j.r	j.r	PROPN
easat-4697	5	4	.	.	PROPN
easat-4697	5	5	)	)	PUNCT
easat-4697	6	1	abubnjek@algebra.hr	abubnjek@algebra.hr	PROPN
easat-4697	6	2	(	(	PUNCT
easat-4697	6	3	a.b	a.b	PROPN
easat-4697	6	4	.	.	PROPN
easat-4697	6	5	)	)	PUNCT
easat-4697	7	1	robert.petrunic@algebra.hr	robert.petrunic@algebra.hr	PROPN
easat-4697	7	2	(	(	PUNCT
easat-4697	7	3	r.p	r.p	PROPN
easat-4697	7	4	.	.	PUNCT
easat-4697	7	5	)	)	PUNCT
easat-4697	8	1	abstract	abstract	NOUN
easat-4697	8	2	:	:	PUNCT
easat-4697	8	3	this	this	DET
easat-4697	8	4	paper	paper	NOUN
easat-4697	8	5	examines	examine	VERB
easat-4697	8	6	infrastructure	infrastructure	NOUN
easat-4697	8	7	as	as	ADP
easat-4697	8	8	code	code	NOUN
easat-4697	8	9	(	(	PUNCT
easat-4697	8	10	iac	iac	PROPN
easat-4697	8	11	)	)	PUNCT
easat-4697	8	12	with	with	ADP
easat-4697	8	13	ansible	ansible	NOUN
easat-4697	8	14	to	to	PART
easat-4697	8	15	automate	automate	VERB
easat-4697	8	16	and	and	CCONJ
easat-4697	8	17	enhance	enhance	VERB
easat-4697	8	18	security	security	NOUN
easat-4697	8	19	hardening	harden	VERB
easat-4697	8	20	in	in	ADP
easat-4697	8	21	linux	linux	PROPN
easat-4697	8	22	environments	environment	NOUN
easat-4697	8	23	.	.	PUNCT
easat-4697	9	1	as	as	SCONJ
easat-4697	9	2	it	it	PRON
easat-4697	9	3	infrastructures	infrastructure	NOUN
easat-4697	9	4	grow	grow	VERB
easat-4697	9	5	more	more	ADV
easat-4697	9	6	complex	complex	ADJ
easat-4697	9	7	,	,	PUNCT
easat-4697	9	8	manual	manual	ADJ
easat-4697	9	9	security	security	NOUN
easat-4697	9	10	configurations	configuration	NOUN
easat-4697	9	11	become	become	VERB
easat-4697	9	12	error	error	NOUN
easat-4697	9	13	-	-	PUNCT
easat-4697	9	14	prone	prone	ADJ
easat-4697	9	15	,	,	PUNCT
easat-4697	9	16	inefficient	inefficient	ADJ
easat-4697	9	17	,	,	PUNCT
easat-4697	9	18	and	and	CCONJ
easat-4697	9	19	inconsistent	inconsistent	ADJ
easat-4697	9	20	.	.	PUNCT
easat-4697	10	1	iac	iac	PROPN
easat-4697	10	2	addresses	address	VERB
easat-4697	10	3	these	these	DET
easat-4697	10	4	issues	issue	NOUN
easat-4697	10	5	by	by	ADP
easat-4697	10	6	allowing	allow	VERB
easat-4697	10	7	organizations	organization	NOUN
easat-4697	10	8	to	to	PART
easat-4697	10	9	define	define	VERB
easat-4697	10	10	and	and	CCONJ
easat-4697	10	11	deploy	deploy	VERB
easat-4697	10	12	infrastructure	infrastructure	NOUN
easat-4697	10	13	configurations	configuration	NOUN
easat-4697	10	14	as	as	ADP
easat-4697	10	15	code	code	NOUN
easat-4697	10	16	,	,	PUNCT
easat-4697	10	17	ensuring	ensure	VERB
easat-4697	10	18	a	a	DET
easat-4697	10	19	consistent	consistent	ADJ
easat-4697	10	20	security	security	NOUN
easat-4697	10	21	baseline	baseline	NOUN
easat-4697	10	22	.	.	PUNCT
easat-4697	11	1	focusing	focus	VERB
easat-4697	11	2	on	on	ADP
easat-4697	11	3	key	key	ADJ
easat-4697	11	4	settings	setting	NOUN
easat-4697	11	5	for	for	ADP
easat-4697	11	6	firewalld	firewalld	ADV
easat-4697	11	7	,	,	PUNCT
easat-4697	11	8	selinux	selinux	NOUN
easat-4697	11	9	,	,	PUNCT
easat-4697	11	10	and	and	CCONJ
easat-4697	11	11	ssh	ssh	NOUN
easat-4697	11	12	,	,	PUNCT
easat-4697	11	13	the	the	DET
easat-4697	11	14	study	study	NOUN
easat-4697	11	15	demonstrates	demonstrate	VERB
easat-4697	11	16	how	how	SCONJ
easat-4697	11	17	ansible	ansible	ADJ
easat-4697	11	18	enforces	enforce	VERB
easat-4697	11	19	these	these	DET
easat-4697	11	20	configurations	configuration	NOUN
easat-4697	11	21	in	in	ADP
easat-4697	11	22	a	a	DET
easat-4697	11	23	scalable	scalable	ADJ
easat-4697	11	24	,	,	PUNCT
easat-4697	11	25	repeatable	repeatable	ADJ
easat-4697	11	26	,	,	PUNCT
easat-4697	11	27	and	and	CCONJ
easat-4697	11	28	resilient	resilient	ADJ
easat-4697	11	29	manner	manner	NOUN
easat-4697	11	30	.	.	PUNCT
easat-4697	12	1	results	result	NOUN
easat-4697	12	2	show	show	VERB
easat-4697	12	3	that	that	SCONJ
easat-4697	12	4	using	use	VERB
easat-4697	12	5	ansible	ansible	NOUN
easat-4697	12	6	for	for	ADP
easat-4697	12	7	security	security	NOUN
easat-4697	12	8	hardening	hardening	NOUN
easat-4697	12	9	reduces	reduce	VERB
easat-4697	12	10	deployment	deployment	NOUN
easat-4697	12	11	times	time	NOUN
easat-4697	12	12	,	,	PUNCT
easat-4697	12	13	minimizes	minimize	VERB
easat-4697	12	14	manual	manual	ADJ
easat-4697	12	15	errors	error	NOUN
easat-4697	12	16	,	,	PUNCT
easat-4697	12	17	and	and	CCONJ
easat-4697	12	18	ensures	ensure	VERB
easat-4697	12	19	uniform	uniform	ADJ
easat-4697	12	20	security	security	NOUN
easat-4697	12	21	standards	standard	NOUN
easat-4697	12	22	across	across	ADP
easat-4697	12	23	diverse	diverse	ADJ
easat-4697	12	24	systems	system	NOUN
easat-4697	12	25	.	.	PUNCT
easat-4697	13	1	this	this	DET
easat-4697	13	2	research	research	NOUN
easat-4697	13	3	offers	offer	VERB
easat-4697	13	4	a	a	DET
easat-4697	13	5	practical	practical	ADJ
easat-4697	13	6	foundation	foundation	NOUN
easat-4697	13	7	for	for	ADP
easat-4697	13	8	organizations	organization	NOUN
easat-4697	13	9	seeking	seek	VERB
easat-4697	13	10	to	to	PART
easat-4697	13	11	improve	improve	VERB
easat-4697	13	12	their	their	PRON
easat-4697	13	13	cybersecurity	cybersecurity	NOUN
easat-4697	13	14	posture	posture	NOUN
easat-4697	13	15	,	,	PUNCT
easat-4697	13	16	emphasizing	emphasize	VERB
easat-4697	13	17	iac	iac	PROPN
easat-4697	13	18	's	's	PART
easat-4697	13	19	transformative	transformative	ADJ
easat-4697	13	20	potential	potential	NOUN
easat-4697	13	21	in	in	ADP
easat-4697	13	22	achieving	achieve	VERB
easat-4697	13	23	secure	secure	ADJ
easat-4697	13	24	,	,	PUNCT
easat-4697	13	25	efficient	efficient	ADJ
easat-4697	13	26	,	,	PUNCT
easat-4697	13	27	and	and	CCONJ
easat-4697	13	28	adaptable	adaptable	ADJ
easat-4697	13	29	infrastructure	infrastructure	NOUN
easat-4697	13	30	management	management	NOUN
easat-4697	13	31	.	.	PUNCT
easat-4697	14	1	keywords	keyword	NOUN
easat-4697	14	2	:	:	PUNCT
easat-4697	14	3	ansible	ansible	ADJ
easat-4697	14	4	,	,	PUNCT
easat-4697	14	5	security	security	NOUN
easat-4697	14	6	hardening	hardening	NOUN
easat-4697	14	7	,	,	PUNCT
easat-4697	14	8	configuration	configuration	NOUN
easat-4697	14	9	management	management	NOUN
easat-4697	14	10	,	,	PUNCT
easat-4697	14	11	linux	linux	PROPN
easat-4697	14	12	automation	automation	NOUN
easat-4697	14	13	.	.	PUNCT
easat-4697	15	1	1	1	X
easat-4697	15	2	.	.	X
easat-4697	15	3	introduction	introduction	NOUN
easat-4697	15	4	infrastructure	infrastructure	NOUN
easat-4697	15	5	as	as	ADP
easat-4697	15	6	code	code	NOUN
easat-4697	15	7	(	(	PUNCT
easat-4697	15	8	iac	iac	PROPN
easat-4697	15	9	)	)	PUNCT
easat-4697	15	10	is	be	AUX
easat-4697	15	11	emerging	emerge	VERB
easat-4697	15	12	as	as	ADP
easat-4697	15	13	a	a	DET
easat-4697	15	14	vital	vital	ADJ
easat-4697	15	15	approach	approach	NOUN
easat-4697	15	16	for	for	ADP
easat-4697	15	17	automating	automate	VERB
easat-4697	15	18	and	and	CCONJ
easat-4697	15	19	standardizing	standardize	VERB
easat-4697	15	20	these	these	DET
easat-4697	15	21	environments	environment	NOUN
easat-4697	15	22	,	,	PUNCT
easat-4697	15	23	helping	help	VERB
easat-4697	15	24	to	to	PART
easat-4697	15	25	meet	meet	VERB
easat-4697	15	26	the	the	DET
easat-4697	15	27	dual	dual	ADJ
easat-4697	15	28	demands	demand	NOUN
easat-4697	15	29	of	of	ADP
easat-4697	15	30	agility	agility	NOUN
easat-4697	15	31	and	and	CCONJ
easat-4697	15	32	security	security	NOUN
easat-4697	15	33	.	.	PUNCT
easat-4697	16	1	this	this	DET
easat-4697	16	2	paper	paper	NOUN
easat-4697	16	3	explores	explore	NOUN
easat-4697	16	4	using	use	VERB
easat-4697	16	5	iac	iac	NOUN
easat-4697	16	6	,	,	PUNCT
easat-4697	16	7	specifically	specifically	ADV
easat-4697	16	8	with	with	ADP
easat-4697	16	9	the	the	DET
easat-4697	16	10	tool	tool	NOUN
easat-4697	16	11	ansible	ansible	ADJ
easat-4697	16	12	,	,	PUNCT
easat-4697	16	13	to	to	PART
easat-4697	16	14	implement	implement	VERB
easat-4697	16	15	security	security	NOUN
easat-4697	16	16	hardening	harden	VERB
easat-4697	16	17	measures	measure	NOUN
easat-4697	16	18	within	within	ADP
easat-4697	16	19	linux	linux	NOUN
easat-4697	16	20	-	-	PUNCT
easat-4697	16	21	based	base	VERB
easat-4697	16	22	infrastructures	infrastructure	NOUN
easat-4697	16	23	.	.	PUNCT
easat-4697	17	1	by	by	ADP
easat-4697	17	2	focusing	focus	VERB
easat-4697	17	3	on	on	ADP
easat-4697	17	4	critical	critical	ADJ
easat-4697	17	5	security	security	NOUN
easat-4697	17	6	configurations	configuration	NOUN
easat-4697	17	7	for	for	ADP
easat-4697	17	8	firewalld	firewalld	ADJ
easat-4697	17	9	,	,	PUNCT
easat-4697	17	10	selinux	selinux	NOUN
easat-4697	17	11	,	,	PUNCT
easat-4697	17	12	and	and	CCONJ
easat-4697	17	13	ssh	ssh	NOUN
easat-4697	17	14	,	,	PUNCT
easat-4697	17	15	this	this	DET
easat-4697	17	16	work	work	NOUN
easat-4697	17	17	demonstrates	demonstrate	VERB
easat-4697	17	18	how	how	SCONJ
easat-4697	17	19	ansible	ansible	ADJ
easat-4697	17	20	can	can	AUX
easat-4697	17	21	enforce	enforce	VERB
easat-4697	17	22	security	security	NOUN
easat-4697	17	23	policies	policy	NOUN
easat-4697	17	24	in	in	ADP
easat-4697	17	25	a	a	DET
easat-4697	17	26	repeatable	repeatable	ADJ
easat-4697	17	27	,	,	PUNCT
easat-4697	17	28	efficient	efficient	ADJ
easat-4697	17	29	,	,	PUNCT
easat-4697	17	30	and	and	CCONJ
easat-4697	17	31	scalable	scalable	ADJ
easat-4697	17	32	manner	manner	NOUN
easat-4697	17	33	.	.	PUNCT
easat-4697	18	1	through	through	ADP
easat-4697	18	2	practical	practical	ADJ
easat-4697	18	3	,	,	PUNCT
easat-4697	18	4	detailed	detailed	ADJ
easat-4697	18	5	examples	example	NOUN
easat-4697	18	6	,	,	PUNCT
easat-4697	18	7	this	this	DET
easat-4697	18	8	paper	paper	NOUN
easat-4697	18	9	illustrates	illustrate	VERB
easat-4697	18	10	the	the	DET
easat-4697	18	11	processes	process	NOUN
easat-4697	18	12	involved	involve	VERB
easat-4697	18	13	in	in	ADP
easat-4697	18	14	automating	automate	VERB
easat-4697	18	15	these	these	DET
easat-4697	18	16	security	security	NOUN
easat-4697	18	17	configurations	configuration	NOUN
easat-4697	18	18	to	to	PART
easat-4697	18	19	mitigate	mitigate	VERB
easat-4697	18	20	vulnerabilities	vulnerability	NOUN
easat-4697	18	21	and	and	CCONJ
easat-4697	18	22	minimize	minimize	VERB
easat-4697	18	23	the	the	DET
easat-4697	18	24	risk	risk	NOUN
easat-4697	18	25	of	of	ADP
easat-4697	18	26	manual	manual	ADJ
easat-4697	18	27	misconfigurations	misconfiguration	NOUN
easat-4697	18	28	.	.	PUNCT
easat-4697	19	1	this	this	DET
easat-4697	19	2	paper	paper	NOUN
easat-4697	19	3	aims	aim	VERB
easat-4697	19	4	to	to	PART
easat-4697	19	5	bridge	bridge	VERB
easat-4697	19	6	the	the	DET
easat-4697	19	7	gap	gap	NOUN
easat-4697	19	8	between	between	ADP
easat-4697	19	9	traditional	traditional	ADJ
easat-4697	19	10	security	security	NOUN
easat-4697	19	11	hardening	harden	VERB
easat-4697	19	12	methods	method	NOUN
easat-4697	19	13	and	and	CCONJ
easat-4697	19	14	automated	automate	VERB
easat-4697	19	15	infrastructure	infrastructure	NOUN
easat-4697	19	16	management	management	NOUN
easat-4697	19	17	,	,	PUNCT
easat-4697	19	18	showcasing	showcase	VERB
easat-4697	19	19	the	the	DET
easat-4697	19	20	potential	potential	NOUN
easat-4697	19	21	of	of	ADP
easat-4697	19	22	iac	iac	NOUN
easat-4697	19	23	to	to	PART
easat-4697	19	24	enhance	enhance	VERB
easat-4697	19	25	security	security	NOUN
easat-4697	19	26	while	while	SCONJ
easat-4697	19	27	improving	improve	VERB
easat-4697	19	28	operational	operational	ADJ
easat-4697	19	29	efficiency	efficiency	NOUN
easat-4697	19	30	.	.	PUNCT
easat-4697	20	1	ansible	ansible	PROPN
easat-4697	20	2	’s	’s	PART
easat-4697	20	3	idempotence	idempotence	NOUN
easat-4697	20	4	,	,	PUNCT
easat-4697	20	5	or	or	CCONJ
easat-4697	20	6	its	its	PRON
easat-4697	20	7	ability	ability	NOUN
easat-4697	20	8	to	to	PART
easat-4697	20	9	apply	apply	VERB
easat-4697	20	10	consistent	consistent	ADJ
easat-4697	20	11	configurations	configuration	NOUN
easat-4697	20	12	without	without	ADP
easat-4697	20	13	creating	create	VERB
easat-4697	20	14	redundancy	redundancy	NOUN
easat-4697	20	15	,	,	PUNCT
easat-4697	20	16	is	be	AUX
easat-4697	20	17	central	central	ADJ
easat-4697	20	18	to	to	ADP
easat-4697	20	19	the	the	DET
easat-4697	20	20	approach	approach	NOUN
easat-4697	20	21	presented	present	VERB
easat-4697	20	22	here	here	ADV
easat-4697	20	23	.	.	PUNCT
easat-4697	21	1	furthermore	furthermore	ADV
easat-4697	21	2	,	,	PUNCT
easat-4697	21	3	this	this	DET
easat-4697	21	4	paper	paper	NOUN
easat-4697	21	5	discusses	discuss	VERB
easat-4697	21	6	the	the	DET
easat-4697	21	7	challenges	challenge	NOUN
easat-4697	21	8	and	and	CCONJ
easat-4697	21	9	benefits	benefit	NOUN
easat-4697	21	10	of	of	ADP
easat-4697	21	11	using	use	VERB
easat-4697	21	12	ansible	ansible	NOUN
easat-4697	21	13	for	for	ADP
easat-4697	21	14	security	security	NOUN
easat-4697	21	15	hardening	harden	VERB
easat-4697	21	16	,	,	PUNCT
easat-4697	21	17	emphasizing	emphasize	VERB
easat-4697	21	18	the	the	DET
easat-4697	21	19	integration	integration	NOUN
easat-4697	21	20	of	of	ADP
easat-4697	21	21	iac	iac	NOUN
easat-4697	21	22	with	with	ADP
easat-4697	21	23	continuous	continuous	ADJ
easat-4697	21	24	integration	integration	NOUN
easat-4697	21	25	/	/	SYM
easat-4697	21	26	continuous	continuous	ADJ
easat-4697	21	27	deployment	deployment	NOUN
easat-4697	21	28	(	(	PUNCT
easat-4697	21	29	ci	ci	NOUN
easat-4697	21	30	/	/	SYM
easat-4697	21	31	cd	cd	PROPN
easat-4697	21	32	)	)	PUNCT
easat-4697	21	33	pipelines	pipeline	NOUN
easat-4697	21	34	to	to	PART
easat-4697	21	35	maintain	maintain	VERB
easat-4697	21	36	real	real	ADJ
easat-4697	21	37	-	-	PUNCT
easat-4697	21	38	time	time	NOUN
easat-4697	21	39	compliance	compliance	NOUN
easat-4697	21	40	and	and	CCONJ
easat-4697	21	41	readiness	readiness	NOUN
easat-4697	21	42	for	for	ADP
easat-4697	21	43	rapid	rapid	ADJ
easat-4697	21	44	deployment	deployment	NOUN
easat-4697	21	45	.	.	PUNCT
easat-4697	22	1	in	in	ADP
easat-4697	22	2	this	this	DET
easat-4697	22	3	way	way	NOUN
easat-4697	22	4	,	,	PUNCT
easat-4697	22	5	the	the	DET
easat-4697	22	6	work	work	NOUN
easat-4697	22	7	demonstrates	demonstrate	VERB
easat-4697	22	8	the	the	DET
easat-4697	22	9	potential	potential	NOUN
easat-4697	22	10	of	of	ADP
easat-4697	22	11	iac	iac	NOUN
easat-4697	22	12	to	to	PART
easat-4697	22	13	drive	drive	VERB
easat-4697	22	14	secure	secure	ADJ
easat-4697	22	15	and	and	CCONJ
easat-4697	22	16	agile	agile	ADJ
easat-4697	22	17	infrastructure	infrastructure	NOUN
easat-4697	22	18	management	management	NOUN
easat-4697	22	19	,	,	PUNCT
easat-4697	22	20	aligning	align	VERB
easat-4697	22	21	with	with	ADP
easat-4697	22	22	modern	modern	ADJ
easat-4697	22	23	devops	devop	NOUN
easat-4697	22	24	and	and	CCONJ
easat-4697	22	25	devsecops	devsecop	VERB
easat-4697	22	26	principles	principle	NOUN
easat-4697	22	27	.	.	PUNCT
easat-4697	23	1	this	this	DET
easat-4697	23	2	paper	paper	NOUN
easat-4697	23	3	’s	’s	PART
easat-4697	23	4	contributions	contribution	NOUN
easat-4697	23	5	include	include	VERB
easat-4697	23	6	a	a	DET
easat-4697	23	7	practical	practical	ADJ
easat-4697	23	8	guide	guide	NOUN
easat-4697	23	9	on	on	ADP
easat-4697	23	10	automating	automate	VERB
easat-4697	23	11	security	security	NOUN
easat-4697	23	12	hardening	harden	VERB
easat-4697	23	13	for	for	ADP
easat-4697	23	14	linux	linux	PROPN
easat-4697	23	15	systems	system	NOUN
easat-4697	23	16	using	use	VERB
easat-4697	23	17	ansible	ansible	NOUN
easat-4697	23	18	and	and	CCONJ
easat-4697	23	19	insights	insight	NOUN
easat-4697	23	20	into	into	ADP
easat-4697	23	21	the	the	DET
easat-4697	23	22	benefits	benefit	NOUN
easat-4697	23	23	of	of	ADP
easat-4697	23	24	integrating	integrate	VERB
easat-4697	23	25	iac	iac	NOUN
easat-4697	23	26	with	with	ADP
easat-4697	23	27	ci	ci	PROPN
easat-4697	23	28	/	/	SYM
easat-4697	23	29	cd	cd	PROPN
easat-4697	23	30	workflows	workflow	NOUN
easat-4697	23	31	to	to	PART
easat-4697	23	32	support	support	VERB
easat-4697	23	33	continuous	continuous	ADJ
easat-4697	23	34	security	security	NOUN
easat-4697	23	35	.	.	PUNCT
easat-4697	24	1	additionally	additionally	ADV
easat-4697	24	2	,	,	PUNCT
easat-4697	24	3	this	this	DET
easat-4697	24	4	work	work	NOUN
easat-4697	24	5	highlights	highlight	VERB
easat-4697	24	6	the	the	DET
easat-4697	24	7	applicability	applicability	NOUN
easat-4697	24	8	of	of	ADP
easat-4697	24	9	iac	iac	NOUN
easat-4697	24	10	in	in	ADP
easat-4697	24	11	enforcing	enforce	VERB
easat-4697	24	12	systematic	systematic	ADJ
easat-4697	24	13	security	security	NOUN
easat-4697	24	14	policies	policy	NOUN
easat-4697	24	15	across	across	ADP
easat-4697	24	16	different	different	ADJ
easat-4697	24	17	environments	environment	NOUN
easat-4697	24	18	,	,	PUNCT
easat-4697	24	19	addressing	address	VERB
easat-4697	24	20	both	both	DET
easat-4697	24	21	on	on	ADP
easat-4697	24	22	-	-	PUNCT
easat-4697	24	23	premises	premise	NOUN
easat-4697	24	24	and	and	CCONJ
easat-4697	24	25	cloud	cloud	NOUN
easat-4697	24	26	-	-	PUNCT
easat-4697	24	27	based	base	VERB
easat-4697	24	28	infrastructures	infrastructure	NOUN
easat-4697	24	29	.	.	PUNCT
easat-4697	25	1	by	by	ADP
easat-4697	25	2	examining	examine	VERB
easat-4697	25	3	ansible	ansible	PROPN
easat-4697	25	4	’s	’s	PART
easat-4697	25	5	scalability	scalability	NOUN
easat-4697	25	6	,	,	PUNCT
easat-4697	25	7	flexibility	flexibility	NOUN
easat-4697	25	8	,	,	PUNCT
easat-4697	25	9	and	and	CCONJ
easat-4697	25	10	adaptability	adaptability	NOUN
easat-4697	25	11	in	in	ADP
easat-4697	25	12	red	red	ADJ
easat-4697	25	13	hat	hat	NOUN
easat-4697	25	14	-	-	PUNCT
easat-4697	25	15	based	base	VERB
easat-4697	25	16	systems	system	NOUN
easat-4697	25	17	,	,	PUNCT
easat-4697	25	18	this	this	DET
easat-4697	25	19	paper	paper	NOUN
easat-4697	25	20	provides	provide	VERB
easat-4697	25	21	a	a	DET
easat-4697	25	22	foundation	foundation	NOUN
easat-4697	25	23	for	for	ADP
easat-4697	25	24	further	further	ADJ
easat-4697	25	25	research	research	NOUN
easat-4697	25	26	and	and	CCONJ
easat-4697	25	27	adoption	adoption	NOUN
easat-4697	25	28	of	of	ADP
easat-4697	25	29	iac	iac	NOUN
easat-4697	25	30	in	in	ADP
easat-4697	25	31	enterprise	enterprise	NOUN
easat-4697	25	32	security	security	NOUN
easat-4697	25	33	practices	practice	NOUN
easat-4697	25	34	.	.	PUNCT
easat-4697	26	1	https://orcid.org/0009-0004-7184-0987	https://orcid.org/0009-0004-7184-0987	PROPN
easat-4697	26	2	https://orcid.org/0000-0002-0486-4151	https://orcid.org/0000-0002-0486-4151	PROPN
easat-4697	26	3	1148	1148	NUM
easat-4697	26	4	edelweiss	edelweiss	PROPN
easat-4697	26	5	applied	apply	VERB
easat-4697	26	6	science	science	NOUN
easat-4697	26	7	and	and	CCONJ
easat-4697	26	8	technology	technology	NOUN
easat-4697	26	9	issn	issn	PROPN
easat-4697	26	10	:	:	PUNCT
easat-4697	26	11	2576	2576	NUM
easat-4697	26	12	-	-	SYM
easat-4697	26	13	8484	8484	NUM
easat-4697	26	14	vol	vol	NOUN
easat-4697	26	15	.	.	PROPN
easat-4697	27	1	9	9	NUM
easat-4697	27	2	,	,	PUNCT
easat-4697	27	3	no	no	INTJ
easat-4697	27	4	.	.	NOUN
easat-4697	27	5	2	2	NUM
easat-4697	27	6	:	:	PUNCT
easat-4697	27	7	1147	1147	NUM
easat-4697	27	8	-	-	SYM
easat-4697	27	9	1155	1155	NUM
easat-4697	27	10	,	,	PUNCT
easat-4697	27	11	2025	2025	NUM
easat-4697	27	12	doi	doi	NOUN
easat-4697	27	13	:	:	PUNCT
easat-4697	27	14	10.55214/25768484.v9i2.4697	10.55214/25768484.v9i2.4697	NUM
easat-4697	27	15	©	©	PROPN
easat-4697	27	16	2025	2025	NUM
easat-4697	27	17	by	by	ADP
easat-4697	27	18	the	the	DET
easat-4697	27	19	authors	author	NOUN
easat-4697	27	20	;	;	PUNCT
easat-4697	27	21	licensee	licensee	PROPN
easat-4697	27	22	learning	learning	NOUN
easat-4697	27	23	gate	gate	VERB
easat-4697	27	24	the	the	DET
easat-4697	27	25	rest	rest	NOUN
easat-4697	27	26	of	of	ADP
easat-4697	27	27	this	this	DET
easat-4697	27	28	paper	paper	NOUN
easat-4697	27	29	is	be	AUX
easat-4697	27	30	organized	organize	VERB
easat-4697	27	31	as	as	SCONJ
easat-4697	27	32	follows	follow	VERB
easat-4697	27	33	.	.	PUNCT
easat-4697	28	1	the	the	DET
easat-4697	28	2	next	next	ADJ
easat-4697	28	3	section	section	NOUN
easat-4697	28	4	will	will	AUX
easat-4697	28	5	cover	cover	VERB
easat-4697	28	6	related	related	ADJ
easat-4697	28	7	work	work	NOUN
easat-4697	28	8	to	to	ADP
easat-4697	28	9	hardening	harden	VERB
easat-4697	28	10	linux	linux	PROPN
easat-4697	28	11	environments	environment	NOUN
easat-4697	28	12	,	,	PUNCT
easat-4697	28	13	followed	follow	VERB
easat-4697	28	14	by	by	ADP
easat-4697	28	15	an	an	DET
easat-4697	28	16	in	in	ADP
easat-4697	28	17	-	-	PUNCT
easat-4697	28	18	depth	depth	NOUN
easat-4697	28	19	look	look	NOUN
easat-4697	28	20	at	at	ADP
easat-4697	28	21	discussing	discuss	VERB
easat-4697	28	22	the	the	DET
easat-4697	28	23	usage	usage	NOUN
easat-4697	28	24	of	of	ADP
easat-4697	28	25	iac	iac	NOUN
easat-4697	28	26	in	in	ADP
easat-4697	28	27	modern	modern	ADJ
easat-4697	28	28	it	it	NOUN
easat-4697	28	29	systems	system	NOUN
easat-4697	28	30	and	and	CCONJ
easat-4697	28	31	then	then	ADV
easat-4697	28	32	configuring	configuring	PROPN
easat-4697	28	33	firewalld	firewalld	PROPN
easat-4697	28	34	,	,	PUNCT
easat-4697	28	35	selinux	selinux	NOUN
easat-4697	28	36	,	,	PUNCT
easat-4697	28	37	and	and	CCONJ
easat-4697	28	38	ssh	ssh	NOUN
easat-4697	28	39	using	use	VERB
easat-4697	28	40	ansible	ansible	NOUN
easat-4697	28	41	.	.	PUNCT
easat-4697	29	1	the	the	DET
easat-4697	29	2	paper	paper	NOUN
easat-4697	29	3	concludes	conclude	VERB
easat-4697	29	4	with	with	ADP
easat-4697	29	5	a	a	DET
easat-4697	29	6	discussion	discussion	NOUN
easat-4697	29	7	of	of	ADP
easat-4697	29	8	potential	potential	ADJ
easat-4697	29	9	future	future	ADJ
easat-4697	29	10	research	research	NOUN
easat-4697	29	11	directions	direction	NOUN
easat-4697	29	12	and	and	CCONJ
easat-4697	29	13	a	a	DET
easat-4697	29	14	conclusion	conclusion	NOUN
easat-4697	29	15	.	.	PUNCT
easat-4697	30	1	2	2	X
easat-4697	30	2	.	.	NUM
easat-4697	30	3	related	relate	VERB
easat-4697	30	4	work	work	NOUN
easat-4697	30	5	system	system	NOUN
easat-4697	30	6	hardening	harden	VERB
easat-4697	30	7	,	,	PUNCT
easat-4697	30	8	particularly	particularly	ADV
easat-4697	30	9	in	in	ADP
easat-4697	30	10	linux	linux	PROPN
easat-4697	30	11	-	-	PUNCT
easat-4697	30	12	based	base	VERB
easat-4697	30	13	and	and	CCONJ
easat-4697	30	14	critical	critical	ADJ
easat-4697	30	15	infrastructure	infrastructure	NOUN
easat-4697	30	16	environments	environment	NOUN
easat-4697	30	17	,	,	PUNCT
easat-4697	30	18	has	have	AUX
easat-4697	30	19	gained	gain	VERB
easat-4697	30	20	significant	significant	ADJ
easat-4697	30	21	attention	attention	NOUN
easat-4697	30	22	in	in	ADP
easat-4697	30	23	recent	recent	ADJ
easat-4697	30	24	years	year	NOUN
easat-4697	30	25	as	as	SCONJ
easat-4697	30	26	the	the	DET
easat-4697	30	27	threat	threat	NOUN
easat-4697	30	28	landscape	landscape	NOUN
easat-4697	30	29	continues	continue	VERB
easat-4697	30	30	to	to	PART
easat-4697	30	31	evolve	evolve	VERB
easat-4697	30	32	.	.	PUNCT
easat-4697	31	1	one	one	NUM
easat-4697	31	2	approach	approach	NOUN
easat-4697	31	3	to	to	ADP
easat-4697	31	4	improving	improve	VERB
easat-4697	31	5	installation	installation	NOUN
easat-4697	31	6	efficiency	efficiency	NOUN
easat-4697	31	7	in	in	ADP
easat-4697	31	8	hardened	hardened	ADJ
easat-4697	31	9	linux	linux	PROPN
easat-4697	31	10	systems	system	NOUN
easat-4697	31	11	is	be	AUX
easat-4697	31	12	highlighted	highlight	VERB
easat-4697	31	13	by	by	ADP
easat-4697	31	14	ortiz	ortiz	NOUN
easat-4697	31	15	-	-	PUNCT
easat-4697	31	16	garcés	garcés	NOUN
easat-4697	31	17	,	,	PUNCT
easat-4697	31	18	et	et	PROPN
easat-4697	31	19	al	al	PROPN
easat-4697	31	20	.	.	PUNCT
easat-4697	32	1	[	[	X
easat-4697	32	2	1	1	X
easat-4697	32	3	]	]	PUNCT
easat-4697	32	4	who	who	PRON
easat-4697	32	5	proposed	propose	VERB
easat-4697	32	6	a	a	DET
easat-4697	32	7	methodology	methodology	NOUN
easat-4697	32	8	using	use	VERB
easat-4697	32	9	spacewalk	spacewalk	NOUN
easat-4697	32	10	for	for	ADP
easat-4697	32	11	optimizing	optimize	VERB
easat-4697	32	12	installation	installation	NOUN
easat-4697	32	13	times	time	NOUN
easat-4697	32	14	in	in	ADP
easat-4697	32	15	critical	critical	ADJ
easat-4697	32	16	infrastructures	infrastructure	NOUN
easat-4697	32	17	,	,	PUNCT
easat-4697	32	18	ultimately	ultimately	ADV
easat-4697	32	19	aiding	aid	VERB
easat-4697	32	20	in	in	ADP
easat-4697	32	21	enhancing	enhance	VERB
easat-4697	32	22	system	system	NOUN
easat-4697	32	23	resilience	resilience	NOUN
easat-4697	32	24	in	in	ADP
easat-4697	32	25	such	such	ADJ
easat-4697	32	26	environments	environment	NOUN
easat-4697	33	1	[	[	X
easat-4697	33	2	1	1	NUM
easat-4697	33	3	]	]	PUNCT
easat-4697	33	4	.	.	PUNCT
easat-4697	34	1	similarly	similarly	ADV
easat-4697	34	2	,	,	PUNCT
easat-4697	34	3	rose	rise	VERB
easat-4697	34	4	and	and	CCONJ
easat-4697	34	5	zhou	zhou	X
easat-4697	35	1	[	[	X
easat-4697	35	2	2	2	NUM
easat-4697	35	3	]	]	PUNCT
easat-4697	35	4	examine	examine	NOUN
easat-4697	35	5	system	system	NOUN
easat-4697	35	6	hardening	harden	VERB
easat-4697	35	7	strategies	strategy	NOUN
easat-4697	35	8	for	for	ADP
easat-4697	35	9	infrastructure	infrastructure	NOUN
easat-4697	35	10	as	as	ADP
easat-4697	35	11	a	a	DET
easat-4697	35	12	service	service	NOUN
easat-4697	35	13	(	(	PUNCT
easat-4697	35	14	iaas	iaas	NOUN
easat-4697	35	15	)	)	PUNCT
easat-4697	35	16	platforms	platform	NOUN
easat-4697	35	17	,	,	PUNCT
easat-4697	35	18	focusing	focus	VERB
easat-4697	35	19	on	on	ADP
easat-4697	35	20	enhancing	enhance	VERB
easat-4697	35	21	security	security	NOUN
easat-4697	35	22	protocols	protocol	NOUN
easat-4697	35	23	within	within	ADP
easat-4697	35	24	the	the	DET
easat-4697	35	25	shared	share	VERB
easat-4697	35	26	infrastructure	infrastructure	NOUN
easat-4697	35	27	of	of	ADP
easat-4697	35	28	cloud	cloud	ADJ
easat-4697	35	29	environments	environment	NOUN
easat-4697	35	30	to	to	PART
easat-4697	35	31	reduce	reduce	VERB
easat-4697	35	32	vulnerability	vulnerability	NOUN
easat-4697	35	33	exposure	exposure	NOUN
easat-4697	35	34	rose	rise	VERB
easat-4697	35	35	and	and	CCONJ
easat-4697	35	36	zhou	zhou	VERB
easat-4697	36	1	[	[	X
easat-4697	36	2	2	2	NUM
easat-4697	36	3	]	]	PUNCT
easat-4697	36	4	.	.	PUNCT
easat-4697	37	1	bosio	bosio	PROPN
easat-4697	37	2	,	,	PUNCT
easat-4697	37	3	et	et	PROPN
easat-4697	37	4	al	al	PROPN
easat-4697	37	5	.	.	PUNCT
easat-4697	38	1	[	[	X
easat-4697	38	2	3	3	X
easat-4697	38	3	]	]	PUNCT
easat-4697	38	4	address	address	NOUN
easat-4697	38	5	the	the	DET
easat-4697	38	6	critical	critical	ADJ
easat-4697	38	7	need	need	NOUN
easat-4697	38	8	for	for	ADP
easat-4697	38	9	security	security	NOUN
easat-4697	38	10	hardening	harden	VERB
easat-4697	38	11	in	in	ADP
easat-4697	38	12	real	real	ADJ
easat-4697	38	13	-	-	PUNCT
easat-4697	38	14	time	time	NOUN
easat-4697	38	15	operating	operating	NOUN
easat-4697	38	16	systems	system	NOUN
easat-4697	38	17	to	to	PART
easat-4697	38	18	ensure	ensure	VERB
easat-4697	38	19	reliability	reliability	NOUN
easat-4697	38	20	and	and	CCONJ
easat-4697	38	21	functionality	functionality	NOUN
easat-4697	38	22	,	,	PUNCT
easat-4697	38	23	particularly	particularly	ADV
easat-4697	38	24	in	in	ADP
easat-4697	38	25	timesensitive	timesensitive	ADJ
easat-4697	38	26	systems	system	NOUN
easat-4697	38	27	where	where	SCONJ
easat-4697	38	28	security	security	NOUN
easat-4697	38	29	lapses	lapse	NOUN
easat-4697	38	30	could	could	AUX
easat-4697	38	31	lead	lead	VERB
easat-4697	38	32	to	to	ADP
easat-4697	38	33	substantial	substantial	ADJ
easat-4697	38	34	operational	operational	ADJ
easat-4697	38	35	disruptions	disruption	NOUN
easat-4697	38	36	[	[	X
easat-4697	38	37	3	3	NUM
easat-4697	38	38	]	]	PUNCT
easat-4697	38	39	.	.	PUNCT
easat-4697	39	1	in	in	ADP
easat-4697	39	2	specialized	specialized	ADJ
easat-4697	39	3	systems	system	NOUN
easat-4697	39	4	like	like	ADP
easat-4697	39	5	facial	facial	ADJ
easat-4697	39	6	recognition	recognition	NOUN
easat-4697	39	7	technologies	technology	NOUN
easat-4697	39	8	,	,	PUNCT
easat-4697	39	9	cindori	cindori	NOUN
easat-4697	39	10	,	,	PUNCT
easat-4697	39	11	et	et	PROPN
easat-4697	39	12	al	al	PROPN
easat-4697	39	13	.	.	PUNCT
easat-4697	40	1	[	[	X
easat-4697	40	2	4	4	X
easat-4697	40	3	]	]	PUNCT
easat-4697	40	4	explore	explore	VERB
easat-4697	40	5	hardening	harden	VERB
easat-4697	40	6	mechanisms	mechanism	NOUN
easat-4697	40	7	to	to	PART
easat-4697	40	8	safeguard	safeguard	VERB
easat-4697	40	9	these	these	DET
easat-4697	40	10	systems	system	NOUN
easat-4697	40	11	against	against	ADP
easat-4697	40	12	unauthorized	unauthorized	ADJ
easat-4697	40	13	access	access	NOUN
easat-4697	40	14	and	and	CCONJ
easat-4697	40	15	data	data	NOUN
easat-4697	40	16	breaches	breach	NOUN
easat-4697	40	17	,	,	PUNCT
easat-4697	40	18	emphasizing	emphasize	VERB
easat-4697	40	19	the	the	DET
easat-4697	40	20	unique	unique	ADJ
easat-4697	40	21	vulnerabilities	vulnerability	NOUN
easat-4697	40	22	inherent	inherent	ADJ
easat-4697	40	23	to	to	ADP
easat-4697	40	24	biometric	biometric	ADJ
easat-4697	40	25	systems	system	NOUN
easat-4697	40	26	cindori	cindori	NOUN
easat-4697	40	27	,	,	PUNCT
easat-4697	40	28	et	et	PROPN
easat-4697	40	29	al	al	PROPN
easat-4697	40	30	.	.	PUNCT
easat-4697	41	1	[	[	X
easat-4697	41	2	4	4	NUM
easat-4697	41	3	]	]	PUNCT
easat-4697	41	4	.	.	PUNCT
easat-4697	42	1	stöckle	stöckle	ADJ
easat-4697	42	2	,	,	PUNCT
easat-4697	42	3	et	et	PROPN
easat-4697	42	4	al	al	PROPN
easat-4697	42	5	.	.	PUNCT
easat-4697	43	1	[	[	X
easat-4697	43	2	5	5	X
easat-4697	43	3	]	]	PUNCT
easat-4697	43	4	advance	advance	NOUN
easat-4697	43	5	the	the	DET
easat-4697	43	6	field	field	NOUN
easat-4697	43	7	by	by	ADP
easat-4697	43	8	automating	automate	VERB
easat-4697	43	9	the	the	DET
easat-4697	43	10	implementation	implementation	NOUN
easat-4697	43	11	of	of	ADP
easat-4697	43	12	windows	window	NOUN
easat-4697	43	13	security	security	NOUN
easat-4697	43	14	configurations	configuration	NOUN
easat-4697	43	15	,	,	PUNCT
easat-4697	43	16	showcasing	showcase	VERB
easat-4697	43	17	methods	method	NOUN
easat-4697	43	18	to	to	PART
easat-4697	43	19	streamline	streamline	VERB
easat-4697	43	20	security	security	NOUN
easat-4697	43	21	guide	guide	NOUN
easat-4697	43	22	adherence	adherence	NOUN
easat-4697	43	23	across	across	ADP
easat-4697	43	24	enterprise	enterprise	NOUN
easat-4697	43	25	environments	environment	NOUN
easat-4697	43	26	[	[	X
easat-4697	43	27	5	5	NUM
easat-4697	43	28	]	]	PUNCT
easat-4697	43	29	.	.	PUNCT
easat-4697	44	1	further	further	ADJ
easat-4697	44	2	advancing	advance	VERB
easat-4697	44	3	automation	automation	NOUN
easat-4697	44	4	,	,	PUNCT
easat-4697	44	5	he	he	PRON
easat-4697	44	6	and	and	CCONJ
easat-4697	44	7	vechev	vechev	VERB
easat-4697	45	1	[	[	X
easat-4697	45	2	6	6	NUM
easat-4697	45	3	]	]	PUNCT
easat-4697	45	4	leverage	leverage	NOUN
easat-4697	45	5	large	large	ADJ
easat-4697	45	6	language	language	NOUN
easat-4697	45	7	models	model	NOUN
easat-4697	45	8	to	to	PART
easat-4697	45	9	conduct	conduct	VERB
easat-4697	45	10	adversarial	adversarial	ADJ
easat-4697	45	11	testing	testing	NOUN
easat-4697	45	12	for	for	ADP
easat-4697	45	13	code	code	NOUN
easat-4697	45	14	security	security	NOUN
easat-4697	45	15	,	,	PUNCT
easat-4697	45	16	proposing	propose	VERB
easat-4697	45	17	that	that	SCONJ
easat-4697	45	18	ai	ai	VERB
easat-4697	45	19	tools	tool	NOUN
easat-4697	45	20	can	can	AUX
easat-4697	45	21	enhance	enhance	VERB
easat-4697	45	22	the	the	DET
easat-4697	45	23	effectiveness	effectiveness	NOUN
easat-4697	45	24	of	of	ADP
easat-4697	45	25	hardening	harden	VERB
easat-4697	45	26	efforts	effort	NOUN
easat-4697	45	27	in	in	ADP
easat-4697	45	28	code	code	NOUN
easat-4697	45	29	-	-	PUNCT
easat-4697	45	30	based	base	VERB
easat-4697	45	31	environments	environment	NOUN
easat-4697	45	32	[	[	X
easat-4697	45	33	6	6	NUM
easat-4697	45	34	]	]	PUNCT
easat-4697	45	35	.	.	PUNCT
easat-4697	46	1	infrastructure	infrastructure	NOUN
easat-4697	46	2	-	-	PUNCT
easat-4697	46	3	as	as	ADP
easat-4697	46	4	-	-	PUNCT
easat-4697	46	5	code	code	NOUN
easat-4697	46	6	(	(	PUNCT
easat-4697	46	7	iac	iac	NOUN
easat-4697	46	8	)	)	PUNCT
easat-4697	46	9	principles	principle	NOUN
easat-4697	46	10	are	be	AUX
easat-4697	46	11	also	also	ADV
easat-4697	46	12	applied	apply	VERB
easat-4697	46	13	to	to	PART
easat-4697	46	14	open	open	VERB
easat-4697	46	15	networking	networking	NOUN
easat-4697	46	16	,	,	PUNCT
easat-4697	46	17	as	as	SCONJ
easat-4697	46	18	illustrated	illustrate	VERB
easat-4697	46	19	by	by	ADP
easat-4697	46	20	salazarchacón	salazarchacón	NOUN
easat-4697	46	21	and	and	CCONJ
easat-4697	46	22	parra	parra	NOUN
easat-4697	47	1	[	[	X
easat-4697	47	2	7	7	X
easat-4697	47	3	]	]	PUNCT
easat-4697	47	4	who	who	PRON
easat-4697	47	5	use	use	VERB
easat-4697	47	6	tools	tool	NOUN
easat-4697	47	7	like	like	ADP
easat-4697	47	8	git	git	NOUN
easat-4697	47	9	and	and	CCONJ
easat-4697	47	10	ansible	ansible	ADJ
easat-4697	47	11	to	to	PART
easat-4697	47	12	streamline	streamline	VERB
easat-4697	47	13	security	security	NOUN
easat-4697	47	14	configurations	configuration	NOUN
easat-4697	47	15	in	in	ADP
easat-4697	47	16	network	network	NOUN
easat-4697	47	17	environments	environment	NOUN
easat-4697	47	18	,	,	PUNCT
easat-4697	47	19	particularly	particularly	ADV
easat-4697	47	20	in	in	ADP
easat-4697	47	21	linux	linux	PROPN
easat-4697	47	22	-	-	PUNCT
easat-4697	47	23	based	base	VERB
easat-4697	47	24	systems	system	NOUN
easat-4697	47	25	like	like	ADP
easat-4697	47	26	cumulus	cumulus	NOUN
easat-4697	47	27	linux	linux	NOUN
easat-4697	48	1	[	[	X
easat-4697	48	2	7	7	NUM
easat-4697	48	3	]	]	PUNCT
easat-4697	48	4	.	.	PUNCT
easat-4697	49	1	addressing	address	VERB
easat-4697	49	2	closedsource	closedsource	NOUN
easat-4697	49	3	software	software	NOUN
easat-4697	49	4	,	,	PUNCT
easat-4697	49	5	huang	huang	PROPN
easat-4697	49	6	,	,	PUNCT
easat-4697	49	7	et	et	PROPN
easat-4697	49	8	al	al	PROPN
easat-4697	49	9	.	.	PUNCT
easat-4697	50	1	[	[	X
easat-4697	50	2	8	8	NUM
easat-4697	50	3	]	]	PUNCT
easat-4697	50	4	investigate	investigate	VERB
easat-4697	50	5	methods	method	NOUN
easat-4697	50	6	for	for	ADP
easat-4697	50	7	mitigating	mitigate	VERB
easat-4697	50	8	vulnerabilities	vulnerability	NOUN
easat-4697	50	9	,	,	PUNCT
easat-4697	50	10	highlighting	highlight	VERB
easat-4697	50	11	the	the	DET
easat-4697	50	12	challenges	challenge	NOUN
easat-4697	50	13	posed	pose	VERB
easat-4697	50	14	by	by	ADP
easat-4697	50	15	limited	limited	ADJ
easat-4697	50	16	source	source	NOUN
easat-4697	50	17	visibility	visibility	NOUN
easat-4697	50	18	and	and	CCONJ
easat-4697	50	19	proposing	propose	VERB
easat-4697	50	20	frameworks	framework	NOUN
easat-4697	50	21	for	for	ADP
easat-4697	50	22	enhancing	enhance	VERB
easat-4697	50	23	closed	close	VERB
easat-4697	50	24	-	-	PUNCT
easat-4697	50	25	system	system	NOUN
easat-4697	50	26	security	security	NOUN
easat-4697	50	27	[	[	X
easat-4697	50	28	8	8	NUM
easat-4697	50	29	]	]	PUNCT
easat-4697	50	30	.	.	PUNCT
easat-4697	51	1	kernel	kernel	PROPN
easat-4697	51	2	security	security	PROPN
easat-4697	51	3	is	be	AUX
easat-4697	51	4	further	far	ADV
easat-4697	51	5	enhanced	enhance	VERB
easat-4697	51	6	through	through	ADP
easat-4697	51	7	techniques	technique	NOUN
easat-4697	51	8	like	like	ADP
easat-4697	51	9	profile	profile	ADV
easat-4697	51	10	-	-	PUNCT
easat-4697	51	11	guided	guide	VERB
easat-4697	51	12	indirect	indirect	ADJ
easat-4697	51	13	branch	branch	NOUN
easat-4697	51	14	elimination	elimination	NOUN
easat-4697	51	15	,	,	PUNCT
easat-4697	51	16	as	as	SCONJ
easat-4697	51	17	suggested	suggest	VERB
easat-4697	51	18	by	by	ADP
easat-4697	51	19	duta	duta	PROPN
easat-4697	51	20	et	et	PROPN
easat-4697	51	21	al	al	PROPN
easat-4697	51	22	.	.	PROPN
easat-4697	51	23	,	,	PUNCT
easat-4697	51	24	where	where	SCONJ
easat-4697	51	25	kernel	kernel	PROPN
easat-4697	51	26	hardening	harden	VERB
easat-4697	51	27	is	be	AUX
easat-4697	51	28	achieved	achieve	VERB
easat-4697	51	29	through	through	ADP
easat-4697	51	30	innovative	innovative	ADJ
easat-4697	51	31	controlflow	controlflow	NOUN
easat-4697	51	32	methodologies	methodology	NOUN
easat-4697	51	33	aimed	aim	VERB
easat-4697	51	34	at	at	ADP
easat-4697	51	35	preventing	prevent	VERB
easat-4697	51	36	malicious	malicious	ADJ
easat-4697	51	37	access	access	NOUN
easat-4697	51	38	[	[	X
easat-4697	51	39	9	9	NUM
easat-4697	51	40	]	]	PUNCT
easat-4697	51	41	.	.	PUNCT
easat-4697	52	1	in	in	ADP
easat-4697	52	2	large	large	ADJ
easat-4697	52	3	-	-	PUNCT
easat-4697	52	4	scale	scale	NOUN
easat-4697	52	5	organizational	organizational	ADJ
easat-4697	52	6	contexts	contexts	NOUN
easat-4697	52	7	,	,	PUNCT
easat-4697	52	8	stöckle	stöckle	INTJ
easat-4697	52	9	,	,	PUNCT
easat-4697	52	10	et	et	PROPN
easat-4697	52	11	al	al	PROPN
easat-4697	52	12	.	.	PUNCT
easat-4697	53	1	[	[	X
easat-4697	53	2	10	10	NUM
easat-4697	53	3	]	]	PUNCT
easat-4697	53	4	discuss	discuss	NOUN
easat-4697	53	5	scapolite	scapolite	NOUN
easat-4697	53	6	,	,	PUNCT
easat-4697	53	7	a	a	DET
easat-4697	53	8	devops	devop	NOUN
easat-4697	53	9	-	-	PUNCT
easat-4697	53	10	based	base	VERB
easat-4697	53	11	solution	solution	NOUN
easat-4697	53	12	designed	design	VERB
easat-4697	53	13	to	to	PART
easat-4697	53	14	simplify	simplify	VERB
easat-4697	53	15	and	and	CCONJ
easat-4697	53	16	improve	improve	VERB
easat-4697	53	17	security	security	NOUN
easat-4697	53	18	guide	guide	NOUN
easat-4697	53	19	authoring	authoring	NOUN
easat-4697	53	20	and	and	CCONJ
easat-4697	53	21	testing	testing	NOUN
easat-4697	53	22	,	,	PUNCT
easat-4697	53	23	supporting	support	VERB
easat-4697	53	24	consistent	consistent	ADJ
easat-4697	53	25	and	and	CCONJ
easat-4697	53	26	scalable	scalable	ADJ
easat-4697	53	27	hardening	harden	VERB
easat-4697	53	28	practices	practice	NOUN
easat-4697	53	29	stöckle	stöckle	VERB
easat-4697	53	30	,	,	PUNCT
easat-4697	53	31	et	et	PROPN
easat-4697	53	32	al	al	PROPN
easat-4697	53	33	.	.	PUNCT
easat-4697	54	1	[	[	X
easat-4697	54	2	10	10	NUM
easat-4697	54	3	]	]	PUNCT
easat-4697	54	4	.	.	PUNCT
easat-4697	55	1	amarchand	amarchand	NOUN
easat-4697	55	2	,	,	PUNCT
easat-4697	55	3	et	et	PROPN
easat-4697	55	4	al	al	PROPN
easat-4697	55	5	.	.	PUNCT
easat-4697	56	1	[	[	X
easat-4697	56	2	11	11	NUM
easat-4697	56	3	]	]	AUX
easat-4697	56	4	emphasize	emphasize	VERB
easat-4697	56	5	foundational	foundational	ADJ
easat-4697	56	6	linux	linux	PROPN
easat-4697	56	7	security	security	NOUN
easat-4697	56	8	principles	principle	NOUN
easat-4697	56	9	,	,	PUNCT
easat-4697	56	10	highlighting	highlight	VERB
easat-4697	56	11	the	the	DET
easat-4697	56	12	importance	importance	NOUN
easat-4697	56	13	of	of	ADP
easat-4697	56	14	basic	basic	ADJ
easat-4697	56	15	hardening	hardening	NOUN
easat-4697	56	16	strategies	strategy	NOUN
easat-4697	56	17	within	within	ADP
easat-4697	56	18	linux	linux	PROPN
easat-4697	56	19	systems	system	NOUN
easat-4697	56	20	for	for	ADP
easat-4697	56	21	widespread	widespread	ADJ
easat-4697	56	22	security	security	NOUN
easat-4697	56	23	impact	impact	NOUN
easat-4697	56	24	[	[	X
easat-4697	56	25	11	11	NUM
easat-4697	56	26	]	]	PUNCT
easat-4697	56	27	.	.	PUNCT
easat-4697	57	1	additional	additional	ADJ
easat-4697	57	2	innovations	innovation	NOUN
easat-4697	57	3	include	include	VERB
easat-4697	57	4	franzen	franzen	PROPN
easat-4697	57	5	,	,	PUNCT
easat-4697	57	6	et	et	PROPN
easat-4697	57	7	al	al	PROPN
easat-4697	57	8	.	.	PUNCT
easat-4697	58	1	[	[	X
easat-4697	58	2	12	12	NUM
easat-4697	58	3	]	]	PUNCT
easat-4697	58	4	randcompile	randcompile	NOUN
easat-4697	58	5	,	,	PUNCT
easat-4697	58	6	a	a	DET
easat-4697	58	7	tool	tool	NOUN
easat-4697	58	8	designed	design	VERB
easat-4697	58	9	to	to	PART
easat-4697	58	10	eliminate	eliminate	VERB
easat-4697	58	11	forensic	forensic	ADJ
easat-4697	58	12	gadgets	gadget	NOUN
easat-4697	58	13	from	from	ADP
easat-4697	58	14	the	the	DET
easat-4697	58	15	linux	linux	PROPN
easat-4697	58	16	kernel	kernel	NOUN
easat-4697	58	17	,	,	PUNCT
easat-4697	58	18	further	far	ADV
easat-4697	58	19	complicating	complicate	VERB
easat-4697	58	20	the	the	DET
easat-4697	58	21	analysis	analysis	NOUN
easat-4697	58	22	and	and	CCONJ
easat-4697	58	23	exploitation	exploitation	NOUN
easat-4697	58	24	of	of	ADP
easat-4697	58	25	kernel	kernel	PROPN
easat-4697	58	26	vulnerabilities	vulnerability	NOUN
easat-4697	58	27	[	[	X
easat-4697	58	28	12	12	NUM
easat-4697	58	29	]	]	PUNCT
easat-4697	58	30	.	.	PUNCT
easat-4697	59	1	yin	yin	PROPN
easat-4697	59	2	,	,	PUNCT
easat-4697	59	3	et	et	PROPN
easat-4697	59	4	al	al	PROPN
easat-4697	59	5	.	.	PUNCT
easat-4697	60	1	[	[	X
easat-4697	60	2	13	13	NUM
easat-4697	60	3	]	]	PUNCT
easat-4697	60	4	introduce	introduce	VERB
easat-4697	60	5	an	an	DET
easat-4697	60	6	audit	audit	NOUN
easat-4697	60	7	and	and	CCONJ
easat-4697	60	8	monitoring	monitoring	NOUN
easat-4697	60	9	framework	framework	NOUN
easat-4697	60	10	based	base	VERB
easat-4697	60	11	on	on	ADP
easat-4697	60	12	mqtt	mqtt	NOUN
easat-4697	60	13	for	for	ADP
easat-4697	60	14	linux	linux	PROPN
easat-4697	60	15	systems	system	NOUN
easat-4697	60	16	,	,	PUNCT
easat-4697	60	17	aiming	aim	VERB
easat-4697	60	18	to	to	PART
easat-4697	60	19	provide	provide	VERB
easat-4697	60	20	continuous	continuous	ADJ
easat-4697	60	21	security	security	NOUN
easat-4697	60	22	monitoring	monitor	VERB
easat-4697	60	23	capabilities	capability	NOUN
easat-4697	60	24	essential	essential	ADJ
easat-4697	60	25	for	for	ADP
easat-4697	60	26	dynamic	dynamic	ADJ
easat-4697	60	27	and	and	CCONJ
easat-4697	60	28	interconnected	interconnected	ADJ
easat-4697	60	29	systems	system	NOUN
easat-4697	60	30	[	[	X
easat-4697	60	31	13	13	NUM
easat-4697	60	32	]	]	PUNCT
easat-4697	60	33	.	.	PUNCT
easat-4697	61	1	in	in	ADP
easat-4697	61	2	the	the	DET
easat-4697	61	3	domain	domain	NOUN
easat-4697	61	4	of	of	ADP
easat-4697	61	5	cyber	cyber	NOUN
easat-4697	61	6	-	-	PUNCT
easat-4697	61	7	physical	physical	ADJ
easat-4697	61	8	systems	system	NOUN
easat-4697	61	9	,	,	PUNCT
easat-4697	61	10	potteiger	potteiger	NOUN
easat-4697	61	11	,	,	PUNCT
easat-4697	61	12	et	et	PROPN
easat-4697	61	13	al	al	PROPN
easat-4697	61	14	.	.	PUNCT
easat-4697	62	1	[	[	X
easat-4697	62	2	14	14	NUM
easat-4697	62	3	]	]	PUNCT
easat-4697	62	4	integrate	integrate	VERB
easat-4697	62	5	moving	move	VERB
easat-4697	62	6	target	target	NOUN
easat-4697	62	7	defense	defense	NOUN
easat-4697	62	8	with	with	ADP
easat-4697	62	9	control	control	NOUN
easat-4697	62	10	reconfiguration	reconfiguration	NOUN
easat-4697	62	11	strategies	strategy	NOUN
easat-4697	62	12	to	to	PART
easat-4697	62	13	protect	protect	VERB
easat-4697	62	14	against	against	ADP
easat-4697	62	15	targeted	target	VERB
easat-4697	62	16	attacks	attack	NOUN
easat-4697	62	17	,	,	PUNCT
easat-4697	62	18	especially	especially	ADV
easat-4697	62	19	in	in	ADP
easat-4697	62	20	infrastructure	infrastructure	NOUN
easat-4697	62	21	-	-	PUNCT
easat-4697	62	22	critical	critical	ADJ
easat-4697	62	23	cyber	cyber	ADJ
easat-4697	62	24	-	-	PUNCT
easat-4697	62	25	physical	physical	ADJ
easat-4697	62	26	applications	application	NOUN
easat-4697	62	27	[	[	X
easat-4697	62	28	14	14	NUM
easat-4697	62	29	]	]	PUNCT
easat-4697	62	30	.	.	PUNCT
easat-4697	63	1	for	for	ADP
easat-4697	63	2	web	web	NOUN
easat-4697	63	3	development	development	NOUN
easat-4697	63	4	environments	environment	NOUN
easat-4697	63	5	,	,	PUNCT
easat-4697	63	6	wang	wang	PROPN
easat-4697	63	7	,	,	PUNCT
easat-4697	63	8	et	et	PROPN
easat-4697	63	9	al	al	PROPN
easat-4697	63	10	.	.	PUNCT
easat-4697	64	1	[	[	X
easat-4697	64	2	15	15	NUM
easat-4697	64	3	]	]	PUNCT
easat-4697	64	4	focus	focus	NOUN
easat-4697	64	5	on	on	ADP
easat-4697	64	6	api	api	NOUN
easat-4697	64	7	hardening	hardening	NOUN
easat-4697	64	8	as	as	ADP
easat-4697	64	9	a	a	DET
easat-4697	64	10	means	means	NOUN
easat-4697	64	11	to	to	PART
easat-4697	64	12	prevent	prevent	VERB
easat-4697	64	13	dom	dom	NOUN
easat-4697	64	14	-	-	PUNCT
easat-4697	64	15	based	base	VERB
easat-4697	64	16	xss	xss	PROPN
easat-4697	64	17	vulnerabilities	vulnerability	NOUN
easat-4697	64	18	,	,	PUNCT
easat-4697	64	19	advocating	advocate	VERB
easat-4697	64	20	for	for	ADP
easat-4697	64	21	security	security	NOUN
easat-4697	64	22	measures	measure	NOUN
easat-4697	64	23	embedded	embed	VERB
easat-4697	64	24	directly	directly	ADV
easat-4697	64	25	into	into	ADP
easat-4697	64	26	development	development	NOUN
easat-4697	64	27	workflows	workflow	NOUN
easat-4697	64	28	[	[	X
easat-4697	64	29	15	15	NUM
easat-4697	64	30	]	]	PUNCT
easat-4697	64	31	.	.	PUNCT
easat-4697	65	1	for	for	ADP
easat-4697	65	2	legacy	legacy	NOUN
easat-4697	65	3	iot	iot	PROPN
easat-4697	65	4	devices	device	NOUN
easat-4697	65	5	,	,	PUNCT
easat-4697	65	6	carrillomondéjar	carrillomondéjar	NOUN
easat-4697	65	7	,	,	PUNCT
easat-4697	65	8	et	et	PROPN
easat-4697	65	9	al	al	PROPN
easat-4697	65	10	.	.	PUNCT
easat-4697	66	1	[	[	X
easat-4697	66	2	16	16	NUM
easat-4697	66	3	]	]	X
easat-4697	66	4	propose	propose	VERB
easat-4697	66	5	hale	hale	PROPN
easat-4697	66	6	-	-	PUNCT
easat-4697	66	7	iot	iot	PROPN
easat-4697	66	8	,	,	PUNCT
easat-4697	66	9	a	a	DET
easat-4697	66	10	firmware	firmware	NOUN
easat-4697	66	11	-	-	PUNCT
easat-4697	66	12	based	base	VERB
easat-4697	66	13	solution	solution	NOUN
easat-4697	66	14	to	to	PART
easat-4697	66	15	retrofit	retrofit	VERB
easat-4697	66	16	security	security	NOUN
easat-4697	66	17	features	feature	NOUN
easat-4697	66	18	into	into	ADP
easat-4697	66	19	outdated	outdated	ADJ
easat-4697	66	20	devices	device	NOUN
easat-4697	66	21	,	,	PUNCT
easat-4697	66	22	effectively	effectively	ADV
easat-4697	66	23	extending	extend	VERB
easat-4697	66	24	their	their	PRON
easat-4697	66	25	lifespan	lifespan	NOUN
easat-4697	66	26	without	without	ADP
easat-4697	66	27	compromising	compromise	VERB
easat-4697	66	28	security	security	NOUN
easat-4697	66	29	[	[	X
easat-4697	66	30	16	16	NUM
easat-4697	66	31	]	]	PUNCT
easat-4697	66	32	.	.	PUNCT
easat-4697	67	1	lastly	lastly	ADV
easat-4697	67	2	,	,	PUNCT
easat-4697	67	3	spensky	spensky	PROPN
easat-4697	67	4	,	,	PUNCT
easat-4697	67	5	et	et	PROPN
easat-4697	67	6	al	al	PROPN
easat-4697	67	7	.	.	PUNCT
easat-4697	68	1	[	[	X
easat-4697	68	2	17	17	NUM
easat-4697	68	3	]	]	PUNCT
easat-4697	68	4	address	address	NOUN
easat-4697	68	5	security	security	NOUN
easat-4697	68	6	concerns	concern	NOUN
easat-4697	68	7	in	in	ADP
easat-4697	68	8	physical	physical	ADJ
easat-4697	68	9	interfaces	interface	NOUN
easat-4697	68	10	of	of	ADP
easat-4697	68	11	cyber	cyber	NOUN
easat-4697	68	12	-	-	PUNCT
easat-4697	68	13	physical	physical	ADJ
easat-4697	68	14	systems	system	NOUN
easat-4697	68	15	,	,	PUNCT
easat-4697	68	16	1149	1149	NUM
easat-4697	68	17	edelweiss	edelweiss	PROPN
easat-4697	68	18	applied	apply	VERB
easat-4697	68	19	science	science	NOUN
easat-4697	68	20	and	and	CCONJ
easat-4697	68	21	technology	technology	NOUN
easat-4697	68	22	issn	issn	PROPN
easat-4697	68	23	:	:	PUNCT
easat-4697	68	24	2576	2576	NUM
easat-4697	68	25	-	-	SYM
easat-4697	68	26	8484	8484	NUM
easat-4697	68	27	vol	vol	NOUN
easat-4697	68	28	.	.	PROPN
easat-4697	69	1	9	9	NUM
easat-4697	69	2	,	,	PUNCT
easat-4697	69	3	no	no	INTJ
easat-4697	69	4	.	.	NOUN
easat-4697	69	5	2	2	NUM
easat-4697	69	6	:	:	PUNCT
easat-4697	69	7	1147	1147	NUM
easat-4697	69	8	-	-	SYM
easat-4697	69	9	1155	1155	NUM
easat-4697	69	10	,	,	PUNCT
easat-4697	69	11	2025	2025	NUM
easat-4697	69	12	doi	doi	NOUN
easat-4697	69	13	:	:	PUNCT
easat-4697	69	14	10.55214/25768484.v9i2.4697	10.55214/25768484.v9i2.4697	NUM
easat-4697	69	15	©	©	PROPN
easat-4697	69	16	2025	2025	NUM
easat-4697	69	17	by	by	ADP
easat-4697	69	18	the	the	DET
easat-4697	69	19	authors	author	NOUN
easat-4697	69	20	;	;	PUNCT
easat-4697	69	21	licensee	licensee	PROPN
easat-4697	69	22	learning	learn	VERB
easat-4697	69	23	gate	gate	NOUN
easat-4697	69	24	developing	develop	VERB
easat-4697	69	25	trust.io	trust.io	PRON
easat-4697	69	26	to	to	PART
easat-4697	69	27	enhance	enhance	VERB
easat-4697	69	28	interface	interface	NOUN
easat-4697	69	29	security	security	NOUN
easat-4697	69	30	.	.	PUNCT
easat-4697	70	1	this	this	PRON
easat-4697	70	2	is	be	AUX
easat-4697	70	3	a	a	DET
easat-4697	70	4	critical	critical	ADJ
easat-4697	70	5	consideration	consideration	NOUN
easat-4697	70	6	,	,	PUNCT
easat-4697	70	7	given	give	VERB
easat-4697	70	8	the	the	DET
easat-4697	70	9	rise	rise	NOUN
easat-4697	70	10	in	in	ADP
easat-4697	70	11	physical	physical	ADJ
easat-4697	70	12	threats	threat	NOUN
easat-4697	70	13	to	to	PART
easat-4697	70	14	cyber	cyber	VERB
easat-4697	70	15	infrastructure	infrastructure	NOUN
easat-4697	70	16	[	[	X
easat-4697	70	17	17	17	NUM
easat-4697	70	18	]	]	PUNCT
easat-4697	70	19	.	.	PUNCT
easat-4697	71	1	this	this	DET
easat-4697	71	2	body	body	NOUN
easat-4697	71	3	of	of	ADP
easat-4697	71	4	research	research	NOUN
easat-4697	71	5	illustrates	illustrate	VERB
easat-4697	71	6	diverse	diverse	ADJ
easat-4697	71	7	hardening	hardening	NOUN
easat-4697	71	8	approaches	approach	NOUN
easat-4697	71	9	,	,	PUNCT
easat-4697	71	10	each	each	PRON
easat-4697	71	11	tailored	tailor	VERB
easat-4697	71	12	to	to	ADP
easat-4697	71	13	the	the	DET
easat-4697	71	14	unique	unique	ADJ
easat-4697	71	15	demands	demand	NOUN
easat-4697	71	16	of	of	ADP
easat-4697	71	17	specific	specific	ADJ
easat-4697	71	18	systems	system	NOUN
easat-4697	71	19	and	and	CCONJ
easat-4697	71	20	environments	environment	NOUN
easat-4697	71	21	.	.	PUNCT
easat-4697	72	1	these	these	DET
easat-4697	72	2	studies	study	NOUN
easat-4697	72	3	highlight	highlight	VERB
easat-4697	72	4	the	the	DET
easat-4697	72	5	necessity	necessity	NOUN
easat-4697	72	6	of	of	ADP
easat-4697	72	7	adopting	adopt	VERB
easat-4697	72	8	multifaceted	multifaceted	ADJ
easat-4697	72	9	hardening	harden	VERB
easat-4697	72	10	strategies	strategy	NOUN
easat-4697	72	11	,	,	PUNCT
easat-4697	72	12	from	from	ADP
easat-4697	72	13	automation	automation	NOUN
easat-4697	72	14	and	and	CCONJ
easat-4697	72	15	ai	ai	AUX
easat-4697	72	16	-	-	PUNCT
easat-4697	72	17	driven	drive	VERB
easat-4697	72	18	tools	tool	NOUN
easat-4697	72	19	to	to	ADP
easat-4697	72	20	targeted	target	VERB
easat-4697	72	21	iot	iot	NOUN
easat-4697	72	22	and	and	CCONJ
easat-4697	72	23	kernel	kernel	PROPN
easat-4697	72	24	security	security	NOUN
easat-4697	72	25	measures	measure	NOUN
easat-4697	72	26	,	,	PUNCT
easat-4697	72	27	to	to	PART
easat-4697	72	28	ensure	ensure	VERB
easat-4697	72	29	protection	protection	NOUN
easat-4697	72	30	across	across	ADP
easat-4697	72	31	varying	vary	VERB
easat-4697	72	32	infrastructure	infrastructure	NOUN
easat-4697	72	33	layers	layer	NOUN
easat-4697	72	34	and	and	CCONJ
easat-4697	72	35	technological	technological	ADJ
easat-4697	72	36	platforms	platform	NOUN
easat-4697	72	37	.	.	PUNCT
easat-4697	73	1	3	3	X
easat-4697	73	2	.	.	X
easat-4697	73	3	using	use	VERB
easat-4697	73	4	infrastructure	infrastructure	NOUN
easat-4697	73	5	as	as	ADP
easat-4697	73	6	code	code	NOUN
easat-4697	73	7	in	in	ADP
easat-4697	73	8	modern	modern	ADJ
easat-4697	73	9	it	it	NOUN
easat-4697	73	10	systems	system	NOUN
easat-4697	73	11	before	before	ADP
easat-4697	73	12	exploring	explore	VERB
easat-4697	73	13	the	the	DET
easat-4697	73	14	main	main	ADJ
easat-4697	73	15	focus	focus	NOUN
easat-4697	73	16	of	of	ADP
easat-4697	73	17	this	this	DET
easat-4697	73	18	seminar	seminar	NOUN
easat-4697	73	19	paper	paper	NOUN
easat-4697	73	20	,	,	PUNCT
easat-4697	73	21	security	security	NOUN
easat-4697	73	22	hardening	harden	VERB
easat-4697	73	23	,	,	PUNCT
easat-4697	73	24	it	it	PRON
easat-4697	73	25	is	be	AUX
easat-4697	73	26	essential	essential	ADJ
easat-4697	73	27	first	first	ADV
easat-4697	73	28	to	to	PART
easat-4697	73	29	discuss	discuss	VERB
easat-4697	73	30	how	how	SCONJ
easat-4697	73	31	iac	iac	NOUN
easat-4697	73	32	tools	tool	NOUN
easat-4697	73	33	like	like	ADP
easat-4697	73	34	ansible	ansible	PROPN
easat-4697	73	35	are	be	AUX
easat-4697	73	36	transforming	transform	VERB
easat-4697	73	37	modern	modern	ADJ
easat-4697	73	38	it	it	PRON
easat-4697	73	39	infrastructures	infrastructure	NOUN
easat-4697	73	40	by	by	ADP
easat-4697	73	41	enhancing	enhance	VERB
easat-4697	73	42	agility	agility	NOUN
easat-4697	73	43	,	,	PUNCT
easat-4697	73	44	flexibility	flexibility	NOUN
easat-4697	73	45	,	,	PUNCT
easat-4697	73	46	and	and	CCONJ
easat-4697	73	47	automation	automation	NOUN
easat-4697	73	48	.	.	PUNCT
easat-4697	74	1	these	these	DET
easat-4697	74	2	tools	tool	NOUN
easat-4697	74	3	enable	enable	VERB
easat-4697	74	4	the	the	DET
easat-4697	74	5	rapid	rapid	ADJ
easat-4697	74	6	deployment	deployment	NOUN
easat-4697	74	7	and	and	CCONJ
easat-4697	74	8	configuration	configuration	NOUN
easat-4697	74	9	of	of	ADP
easat-4697	74	10	standardized	standardized	ADJ
easat-4697	74	11	physical	physical	ADJ
easat-4697	74	12	or	or	CCONJ
easat-4697	74	13	virtual	virtual	ADJ
easat-4697	74	14	instances	instance	NOUN
easat-4697	74	15	.	.	PUNCT
easat-4697	75	1	in	in	ADP
easat-4697	75	2	this	this	DET
easat-4697	75	3	context	context	NOUN
easat-4697	75	4	,	,	PUNCT
easat-4697	75	5	agility	agility	NOUN
easat-4697	75	6	refers	refer	VERB
easat-4697	75	7	to	to	ADP
easat-4697	75	8	the	the	DET
easat-4697	75	9	it	it	NOUN
easat-4697	75	10	system	system	NOUN
easat-4697	75	11	's	's	PART
easat-4697	75	12	capacity	capacity	NOUN
easat-4697	75	13	to	to	PART
easat-4697	75	14	adapt	adapt	VERB
easat-4697	75	15	swiftly	swiftly	ADV
easat-4697	75	16	and	and	CCONJ
easat-4697	75	17	efficiently	efficiently	ADV
easat-4697	75	18	to	to	ADP
easat-4697	75	19	changes	change	NOUN
easat-4697	75	20	in	in	ADP
easat-4697	75	21	the	the	DET
easat-4697	75	22	market	market	NOUN
easat-4697	75	23	,	,	PUNCT
easat-4697	75	24	technology	technology	NOUN
easat-4697	75	25	,	,	PUNCT
easat-4697	75	26	or	or	CCONJ
easat-4697	75	27	internal	internal	ADJ
easat-4697	75	28	business	business	NOUN
easat-4697	75	29	processes	process	NOUN
easat-4697	75	30	.	.	PUNCT
easat-4697	76	1	tools	tool	NOUN
easat-4697	76	2	such	such	ADJ
easat-4697	76	3	as	as	ADP
easat-4697	76	4	ansible	ansible	ADJ
easat-4697	76	5	and	and	CCONJ
easat-4697	76	6	terraform	terraform	VERB
easat-4697	76	7	,	,	PUNCT
easat-4697	76	8	a	a	DET
easat-4697	76	9	commonly	commonly	ADV
easat-4697	76	10	used	use	VERB
easat-4697	76	11	combination	combination	NOUN
easat-4697	76	12	,	,	PUNCT
easat-4697	76	13	facilitate	facilitate	VERB
easat-4697	76	14	this	this	DET
easat-4697	76	15	agility	agility	NOUN
easat-4697	76	16	by	by	ADP
easat-4697	76	17	allowing	allow	VERB
easat-4697	76	18	it	it	PRON
easat-4697	76	19	administrators	administrator	NOUN
easat-4697	76	20	to	to	PART
easat-4697	76	21	quickly	quickly	ADV
easat-4697	76	22	provision	provision	VERB
easat-4697	76	23	infrastructure	infrastructure	NOUN
easat-4697	76	24	,	,	PUNCT
easat-4697	76	25	typically	typically	ADV
easat-4697	76	26	virtual	virtual	ADJ
easat-4697	76	27	machines	machine	NOUN
easat-4697	76	28	,	,	PUNCT
easat-4697	76	29	and	and	CCONJ
easat-4697	76	30	configure	configure	VERB
easat-4697	76	31	them	they	PRON
easat-4697	76	32	uniformly	uniformly	ADV
easat-4697	76	33	.	.	PUNCT
easat-4697	77	1	this	this	DET
easat-4697	77	2	approach	approach	NOUN
easat-4697	77	3	significantly	significantly	ADV
easat-4697	77	4	accelerates	accelerate	VERB
easat-4697	77	5	the	the	DET
easat-4697	77	6	provisioning	provisioning	NOUN
easat-4697	77	7	and	and	CCONJ
easat-4697	77	8	configuration	configuration	NOUN
easat-4697	77	9	process	process	NOUN
easat-4697	77	10	,	,	PUNCT
easat-4697	77	11	reducing	reduce	VERB
easat-4697	77	12	the	the	DET
easat-4697	77	13	likelihood	likelihood	NOUN
easat-4697	77	14	of	of	ADP
easat-4697	77	15	misconfiguration	misconfiguration	NOUN
easat-4697	77	16	.	.	PUNCT
easat-4697	78	1	additionally	additionally	ADV
easat-4697	78	2	,	,	PUNCT
easat-4697	78	3	iac	iac	NOUN
easat-4697	78	4	configurations	configuration	NOUN
easat-4697	78	5	,	,	PUNCT
easat-4697	78	6	such	such	ADJ
easat-4697	78	7	as	as	ADP
easat-4697	78	8	ansible	ansible	ADJ
easat-4697	78	9	playbooks	playbook	NOUN
easat-4697	78	10	,	,	PUNCT
easat-4697	78	11	are	be	AUX
easat-4697	78	12	treated	treat	VERB
easat-4697	78	13	as	as	ADP
easat-4697	78	14	code	code	NOUN
easat-4697	78	15	,	,	PUNCT
easat-4697	78	16	making	make	VERB
easat-4697	78	17	it	it	PRON
easat-4697	78	18	possible	possible	ADJ
easat-4697	78	19	to	to	PART
easat-4697	78	20	leverage	leverage	VERB
easat-4697	78	21	version	version	NOUN
easat-4697	78	22	control	control	NOUN
easat-4697	78	23	systems	system	NOUN
easat-4697	78	24	like	like	ADP
easat-4697	78	25	git	git	NOUN
easat-4697	78	26	or	or	CCONJ
easat-4697	78	27	apply	apply	VERB
easat-4697	78	28	gitops	gitop	NOUN
easat-4697	78	29	principles	principle	NOUN
easat-4697	78	30	.	.	PUNCT
easat-4697	79	1	this	this	DET
easat-4697	79	2	practice	practice	NOUN
easat-4697	79	3	ensures	ensure	VERB
easat-4697	79	4	that	that	SCONJ
easat-4697	79	5	changes	change	NOUN
easat-4697	79	6	are	be	AUX
easat-4697	79	7	trackable	trackable	ADJ
easat-4697	79	8	,	,	PUNCT
easat-4697	79	9	auditable	auditable	ADJ
easat-4697	79	10	,	,	PUNCT
easat-4697	79	11	and	and	CCONJ
easat-4697	79	12	reversible	reversible	ADJ
easat-4697	79	13	when	when	SCONJ
easat-4697	79	14	necessary	necessary	ADJ
easat-4697	79	15	,	,	PUNCT
easat-4697	79	16	supporting	support	VERB
easat-4697	79	17	a	a	DET
easat-4697	79	18	more	more	ADV
easat-4697	79	19	agile	agile	ADJ
easat-4697	79	20	and	and	CCONJ
easat-4697	79	21	controlled	control	VERB
easat-4697	79	22	approach	approach	NOUN
easat-4697	79	23	to	to	ADP
easat-4697	79	24	infrastructure	infrastructure	NOUN
easat-4697	79	25	management	management	NOUN
easat-4697	79	26	.	.	PUNCT
easat-4697	80	1	ansible	ansible	PROPN
easat-4697	80	2	further	far	ADV
easat-4697	80	3	enhances	enhance	VERB
easat-4697	80	4	efficiency	efficiency	NOUN
easat-4697	80	5	by	by	ADP
easat-4697	80	6	allowing	allow	VERB
easat-4697	80	7	community	community	NOUN
easat-4697	80	8	or	or	CCONJ
easat-4697	80	9	vendor	vendor	NOUN
easat-4697	80	10	roles	role	NOUN
easat-4697	80	11	,	,	PUNCT
easat-4697	80	12	modules	module	NOUN
easat-4697	80	13	,	,	PUNCT
easat-4697	80	14	and	and	CCONJ
easat-4697	80	15	collections	collection	NOUN
easat-4697	80	16	to	to	PART
easat-4697	80	17	streamline	streamline	VERB
easat-4697	80	18	the	the	DET
easat-4697	80	19	configuration	configuration	NOUN
easat-4697	80	20	process	process	NOUN
easat-4697	80	21	.	.	PUNCT
easat-4697	81	1	for	for	ADP
easat-4697	81	2	customized	customized	ADJ
easat-4697	81	3	needs	need	NOUN
easat-4697	81	4	,	,	PUNCT
easat-4697	81	5	it	it	PRON
easat-4697	81	6	teams	team	NOUN
easat-4697	81	7	can	can	AUX
easat-4697	81	8	create	create	VERB
easat-4697	81	9	private	private	ADJ
easat-4697	81	10	roles	role	NOUN
easat-4697	81	11	and	and	CCONJ
easat-4697	81	12	modules	module	NOUN
easat-4697	81	13	stored	store	VERB
easat-4697	81	14	in	in	ADP
easat-4697	81	15	private	private	ADJ
easat-4697	81	16	collections	collection	NOUN
easat-4697	81	17	within	within	ADP
easat-4697	81	18	repositories	repository	NOUN
easat-4697	81	19	to	to	PART
easat-4697	81	20	foster	foster	ADJ
easat-4697	81	21	devops	devop	NOUN
easat-4697	81	22	concepts	concept	NOUN
easat-4697	81	23	and	and	CCONJ
easat-4697	81	24	methodologies	methodology	NOUN
easat-4697	81	25	within	within	ADP
easat-4697	81	26	the	the	DET
easat-4697	81	27	organization	organization	NOUN
easat-4697	81	28	.	.	PUNCT
easat-4697	82	1	moreover	moreover	ADV
easat-4697	82	2	,	,	PUNCT
easat-4697	82	3	iac	iac	PROPN
easat-4697	82	4	integrates	integrate	VERB
easat-4697	82	5	seamlessly	seamlessly	ADV
easat-4697	82	6	with	with	ADP
easat-4697	82	7	ci	ci	NOUN
easat-4697	82	8	/	/	SYM
easat-4697	82	9	cd	cd	NOUN
easat-4697	82	10	pipelines	pipeline	NOUN
easat-4697	82	11	,	,	PUNCT
easat-4697	82	12	allowing	allow	VERB
easat-4697	82	13	for	for	ADP
easat-4697	82	14	automated	automate	VERB
easat-4697	82	15	testing	testing	NOUN
easat-4697	82	16	and	and	CCONJ
easat-4697	82	17	deployment	deployment	NOUN
easat-4697	82	18	of	of	ADP
easat-4697	82	19	infrastructure	infrastructure	NOUN
easat-4697	82	20	changes	change	NOUN
easat-4697	82	21	.	.	PUNCT
easat-4697	83	1	this	this	DET
easat-4697	83	2	integration	integration	NOUN
easat-4697	83	3	ensures	ensure	VERB
easat-4697	83	4	that	that	SCONJ
easat-4697	83	5	infrastructure	infrastructure	NOUN
easat-4697	83	6	is	be	AUX
easat-4697	83	7	consistently	consistently	ADV
easat-4697	83	8	in	in	ADP
easat-4697	83	9	a	a	DET
easat-4697	83	10	deployment	deployment	NOUN
easat-4697	83	11	-	-	PUNCT
easat-4697	83	12	ready	ready	ADJ
easat-4697	83	13	state	state	NOUN
easat-4697	83	14	,	,	PUNCT
easat-4697	83	15	supporting	support	VERB
easat-4697	83	16	rapid	rapid	ADJ
easat-4697	83	17	development	development	NOUN
easat-4697	83	18	cycles	cycle	NOUN
easat-4697	83	19	and	and	CCONJ
easat-4697	83	20	enabling	enable	VERB
easat-4697	83	21	quicker	quick	ADJ
easat-4697	83	22	feature	feature	NOUN
easat-4697	83	23	and	and	CCONJ
easat-4697	83	24	update	update	NOUN
easat-4697	83	25	delivery	delivery	NOUN
easat-4697	83	26	.	.	PUNCT
easat-4697	84	1	in	in	ADP
easat-4697	84	2	terms	term	NOUN
easat-4697	84	3	of	of	ADP
easat-4697	84	4	flexibility	flexibility	NOUN
easat-4697	84	5	,	,	PUNCT
easat-4697	84	6	ansible	ansible	NOUN
easat-4697	84	7	adapts	adapt	VERB
easat-4697	84	8	to	to	PART
easat-4697	84	9	meet	meet	VERB
easat-4697	84	10	the	the	DET
easat-4697	84	11	diverse	diverse	ADJ
easat-4697	84	12	and	and	CCONJ
easat-4697	84	13	evolving	evolve	VERB
easat-4697	84	14	needs	need	NOUN
easat-4697	84	15	of	of	ADP
easat-4697	84	16	various	various	ADJ
easat-4697	84	17	environments	environment	NOUN
easat-4697	84	18	,	,	PUNCT
easat-4697	84	19	including	include	VERB
easat-4697	84	20	public	public	ADJ
easat-4697	84	21	cloud	cloud	NOUN
easat-4697	84	22	providers	provider	NOUN
easat-4697	84	23	(	(	PUNCT
easat-4697	84	24	such	such	ADJ
easat-4697	84	25	as	as	ADP
easat-4697	84	26	aws	aw	NOUN
easat-4697	84	27	,	,	PUNCT
easat-4697	84	28	azure	azure	NOUN
easat-4697	84	29	,	,	PUNCT
easat-4697	84	30	and	and	CCONJ
easat-4697	84	31	google	google	PROPN
easat-4697	84	32	cloud	cloud	PROPN
easat-4697	84	33	)	)	PUNCT
easat-4697	84	34	,	,	PUNCT
easat-4697	84	35	cloud	cloud	NOUN
easat-4697	84	36	-	-	PUNCT
easat-4697	84	37	native	native	ADJ
easat-4697	84	38	platforms	platform	NOUN
easat-4697	84	39	like	like	ADP
easat-4697	84	40	kubernetes	kubernete	NOUN
easat-4697	84	41	or	or	CCONJ
easat-4697	84	42	openshift	openshift	NOUN
easat-4697	84	43	,	,	PUNCT
easat-4697	84	44	on	on	ADP
easat-4697	84	45	-	-	PUNCT
easat-4697	84	46	premises	premise	NOUN
easat-4697	84	47	environments	environment	NOUN
easat-4697	84	48	(	(	PUNCT
easat-4697	84	49	both	both	CCONJ
easat-4697	84	50	linux	linux	PROPN
easat-4697	84	51	and	and	CCONJ
easat-4697	84	52	windows	window	NOUN
easat-4697	84	53	)	)	PUNCT
easat-4697	84	54	,	,	PUNCT
easat-4697	84	55	and	and	CCONJ
easat-4697	84	56	network	network	NOUN
easat-4697	84	57	devices	device	NOUN
easat-4697	84	58	like	like	ADP
easat-4697	84	59	routers	router	NOUN
easat-4697	84	60	and	and	CCONJ
easat-4697	84	61	switches	switch	NOUN
easat-4697	84	62	.	.	PUNCT
easat-4697	85	1	standard	standard	ADJ
easat-4697	85	2	configurations	configuration	NOUN
easat-4697	85	3	can	can	AUX
easat-4697	85	4	be	be	AUX
easat-4697	85	5	abstracted	abstract	VERB
easat-4697	85	6	into	into	ADP
easat-4697	85	7	reusable	reusable	ADJ
easat-4697	85	8	roles	role	NOUN
easat-4697	85	9	or	or	CCONJ
easat-4697	85	10	modules	module	NOUN
easat-4697	85	11	,	,	PUNCT
easat-4697	85	12	reducing	reduce	VERB
easat-4697	85	13	errors	error	NOUN
easat-4697	85	14	and	and	CCONJ
easat-4697	85	15	saving	save	VERB
easat-4697	85	16	time	time	NOUN
easat-4697	85	17	across	across	ADP
easat-4697	85	18	different	different	ADJ
easat-4697	85	19	projects	project	NOUN
easat-4697	85	20	.	.	PUNCT
easat-4697	86	1	however	however	ADV
easat-4697	86	2	,	,	PUNCT
easat-4697	86	3	despite	despite	SCONJ
easat-4697	86	4	these	these	DET
easat-4697	86	5	advantages	advantage	NOUN
easat-4697	86	6	,	,	PUNCT
easat-4697	86	7	implementing	implement	VERB
easat-4697	86	8	iac	iac	NOUN
easat-4697	86	9	,	,	PUNCT
easat-4697	86	10	especially	especially	ADV
easat-4697	86	11	at	at	ADP
easat-4697	86	12	an	an	DET
easat-4697	86	13	organizational	organizational	ADJ
easat-4697	86	14	level	level	NOUN
easat-4697	86	15	,	,	PUNCT
easat-4697	86	16	presents	present	VERB
easat-4697	86	17	challenges	challenge	NOUN
easat-4697	86	18	due	due	ADP
easat-4697	86	19	to	to	ADP
easat-4697	86	20	its	its	PRON
easat-4697	86	21	steep	steep	ADJ
easat-4697	86	22	learning	learning	NOUN
easat-4697	86	23	curve	curve	NOUN
easat-4697	86	24	.	.	PUNCT
easat-4697	87	1	during	during	ADP
easat-4697	87	2	initial	initial	ADJ
easat-4697	87	3	adoption	adoption	NOUN
easat-4697	87	4	,	,	PUNCT
easat-4697	87	5	it	it	PRON
easat-4697	87	6	teams	team	NOUN
easat-4697	87	7	(	(	PUNCT
easat-4697	87	8	such	such	ADJ
easat-4697	87	9	as	as	ADP
easat-4697	87	10	devops	devop	NOUN
easat-4697	87	11	engineers	engineer	NOUN
easat-4697	87	12	or	or	CCONJ
easat-4697	87	13	system	system	NOUN
easat-4697	87	14	administrators	administrator	NOUN
easat-4697	87	15	)	)	PUNCT
easat-4697	87	16	may	may	AUX
easat-4697	87	17	revert	revert	VERB
easat-4697	87	18	to	to	ADP
easat-4697	87	19	manual	manual	ADJ
easat-4697	87	20	configuration	configuration	NOUN
easat-4697	87	21	or	or	CCONJ
easat-4697	87	22	use	use	VERB
easat-4697	87	23	bash	bash	NOUN
easat-4697	87	24	or	or	CCONJ
easat-4697	87	25	powershell	powershell	NOUN
easat-4697	87	26	scripts	script	NOUN
easat-4697	87	27	integrated	integrate	VERB
easat-4697	87	28	into	into	ADP
easat-4697	87	29	playbooks	playbook	NOUN
easat-4697	87	30	,	,	PUNCT
easat-4697	87	31	which	which	PRON
easat-4697	87	32	can	can	AUX
easat-4697	87	33	undermine	undermine	VERB
easat-4697	87	34	the	the	DET
easat-4697	87	35	intended	intended	ADJ
easat-4697	87	36	purpose	purpose	NOUN
easat-4697	87	37	of	of	ADP
easat-4697	87	38	ansible	ansible	ADJ
easat-4697	87	39	or	or	CCONJ
easat-4697	87	40	similar	similar	ADJ
easat-4697	87	41	iac	iac	NOUN
easat-4697	87	42	tools	tool	NOUN
easat-4697	87	43	.	.	PUNCT
easat-4697	88	1	this	this	DET
easat-4697	88	2	section	section	NOUN
easat-4697	88	3	concludes	conclude	VERB
easat-4697	88	4	with	with	ADP
easat-4697	88	5	an	an	DET
easat-4697	88	6	overview	overview	NOUN
easat-4697	88	7	of	of	ADP
easat-4697	88	8	iac	iac	NOUN
easat-4697	88	9	and	and	CCONJ
easat-4697	88	10	its	its	PRON
easat-4697	88	11	growing	grow	VERB
easat-4697	88	12	popularity	popularity	NOUN
easat-4697	88	13	as	as	ADP
easat-4697	88	14	a	a	DET
easat-4697	88	15	modern	modern	ADJ
easat-4697	88	16	infrastructure	infrastructure	NOUN
easat-4697	88	17	management	management	NOUN
easat-4697	88	18	approach	approach	NOUN
easat-4697	88	19	.	.	PUNCT
easat-4697	89	1	the	the	DET
easat-4697	89	2	next	next	ADJ
easat-4697	89	3	chapter	chapter	NOUN
easat-4697	89	4	will	will	AUX
easat-4697	89	5	dive	dive	VERB
easat-4697	89	6	into	into	ADP
easat-4697	89	7	the	the	DET
easat-4697	89	8	technical	technical	ADJ
easat-4697	89	9	aspects	aspect	NOUN
easat-4697	89	10	of	of	ADP
easat-4697	89	11	ansible	ansible	NOUN
easat-4697	89	12	,	,	PUNCT
easat-4697	89	13	providing	provide	VERB
easat-4697	89	14	examples	example	NOUN
easat-4697	89	15	of	of	ADP
easat-4697	89	16	playbooks	playbook	NOUN
easat-4697	89	17	that	that	PRON
easat-4697	89	18	can	can	AUX
easat-4697	89	19	enhance	enhance	VERB
easat-4697	89	20	the	the	DET
easat-4697	89	21	security	security	NOUN
easat-4697	89	22	of	of	ADP
easat-4697	89	23	newly	newly	ADV
easat-4697	89	24	deployed	deploy	VERB
easat-4697	89	25	rhel	rhel	PROPN
easat-4697	89	26	systems	system	NOUN
easat-4697	89	27	.	.	PUNCT
easat-4697	90	1	4	4	X
easat-4697	90	2	.	.	X
easat-4697	90	3	using	use	VERB
easat-4697	90	4	ansible	ansible	NOUN
easat-4697	90	5	for	for	ADP
easat-4697	90	6	linux	linux	PROPN
easat-4697	90	7	machine	machine	NOUN
easat-4697	90	8	hardening	harden	VERB
easat-4697	90	9	given	give	VERB
easat-4697	90	10	the	the	DET
easat-4697	90	11	broad	broad	ADJ
easat-4697	90	12	scope	scope	NOUN
easat-4697	90	13	of	of	ADP
easat-4697	90	14	security	security	NOUN
easat-4697	90	15	hardening	harden	VERB
easat-4697	90	16	for	for	ADP
easat-4697	90	17	linux	linux	PROPN
easat-4697	90	18	(	(	PUNCT
easat-4697	90	19	or	or	CCONJ
easat-4697	90	20	any	any	DET
easat-4697	90	21	operating	operating	NOUN
easat-4697	90	22	system	system	NOUN
easat-4697	90	23	)	)	PUNCT
easat-4697	90	24	,	,	PUNCT
easat-4697	90	25	which	which	PRON
easat-4697	90	26	varies	vary	VERB
easat-4697	90	27	depending	depend	VERB
easat-4697	90	28	on	on	ADP
easat-4697	90	29	the	the	DET
easat-4697	90	30	machine	machine	NOUN
easat-4697	90	31	's	's	PART
easat-4697	90	32	role	role	NOUN
easat-4697	90	33	,	,	PUNCT
easat-4697	90	34	installed	installed	ADJ
easat-4697	90	35	applications	application	NOUN
easat-4697	90	36	,	,	PUNCT
easat-4697	90	37	and	and	CCONJ
easat-4697	90	38	its	its	PRON
easat-4697	90	39	environment	environment	NOUN
easat-4697	90	40	,	,	PUNCT
easat-4697	90	41	this	this	DET
easat-4697	90	42	section	section	NOUN
easat-4697	90	43	will	will	AUX
easat-4697	90	44	focus	focus	VERB
easat-4697	90	45	on	on	ADP
easat-4697	90	46	enhancing	enhance	VERB
easat-4697	90	47	security	security	NOUN
easat-4697	90	48	through	through	ADP
easat-4697	90	49	firewalld	firewalld	ADJ
easat-4697	90	50	,	,	PUNCT
easat-4697	90	51	selinux	selinux	NOUN
easat-4697	90	52	,	,	PUNCT
easat-4697	90	53	and	and	CCONJ
easat-4697	90	54	ssh	ssh	NOUN
easat-4697	90	55	configurations	configuration	NOUN
easat-4697	90	56	using	use	VERB
easat-4697	90	57	ansible	ansible	NOUN
easat-4697	90	58	.	.	PUNCT
easat-4697	91	1	these	these	DET
easat-4697	91	2	components	component	NOUN
easat-4697	91	3	will	will	AUX
easat-4697	91	4	be	be	AUX
easat-4697	91	5	discussed	discuss	VERB
easat-4697	91	6	,	,	PUNCT
easat-4697	91	7	followed	follow	VERB
easat-4697	91	8	by	by	ADP
easat-4697	91	9	playbook	playbook	NOUN
easat-4697	91	10	examples	example	NOUN
easat-4697	91	11	for	for	ADP
easat-4697	91	12	practical	practical	ADJ
easat-4697	91	13	application	application	NOUN
easat-4697	91	14	.	.	PUNCT
easat-4697	92	1	4.1.firewalld	4.1.firewalld	NUM
easat-4697	92	2	configuration	configuration	NOUN
easat-4697	92	3	the	the	DET
easat-4697	92	4	first	first	ADJ
easat-4697	92	5	component	component	NOUN
easat-4697	92	6	addressed	address	VERB
easat-4697	92	7	is	be	AUX
easat-4697	92	8	firewalld	firewalld	ADV
easat-4697	92	9	,	,	PUNCT
easat-4697	92	10	with	with	ADP
easat-4697	92	11	the	the	DET
easat-4697	92	12	following	follow	VERB
easat-4697	92	13	playbook	playbook	NOUN
easat-4697	92	14	ensuring	ensure	VERB
easat-4697	92	15	its	its	PRON
easat-4697	92	16	installation	installation	NOUN
easat-4697	92	17	and	and	CCONJ
easat-4697	92	18	activation	activation	NOUN
easat-4697	92	19	:	:	PUNCT
easat-4697	92	20	1150	1150	NUM
easat-4697	92	21	edelweiss	edelweiss	PROPN
easat-4697	92	22	applied	apply	VERB
easat-4697	92	23	science	science	NOUN
easat-4697	92	24	and	and	CCONJ
easat-4697	92	25	technology	technology	NOUN
easat-4697	92	26	issn	issn	PROPN
easat-4697	92	27	:	:	PUNCT
easat-4697	92	28	2576	2576	NUM
easat-4697	92	29	-	-	SYM
easat-4697	92	30	8484	8484	NUM
easat-4697	92	31	vol	vol	NOUN
easat-4697	92	32	.	.	PROPN
easat-4697	93	1	9	9	NUM
easat-4697	93	2	,	,	PUNCT
easat-4697	93	3	no	no	INTJ
easat-4697	93	4	.	.	NOUN
easat-4697	93	5	2	2	NUM
easat-4697	93	6	:	:	PUNCT
easat-4697	93	7	1147	1147	NUM
easat-4697	93	8	-	-	SYM
easat-4697	93	9	1155	1155	NUM
easat-4697	93	10	,	,	PUNCT
easat-4697	93	11	2025	2025	NUM
easat-4697	93	12	doi	doi	NOUN
easat-4697	93	13	:	:	PUNCT
easat-4697	93	14	10.55214/25768484.v9i2.4697	10.55214/25768484.v9i2.4697	NUM
easat-4697	93	15	©	©	PROPN
easat-4697	93	16	2025	2025	NUM
easat-4697	93	17	by	by	ADP
easat-4697	93	18	the	the	DET
easat-4697	93	19	authors	author	NOUN
easat-4697	93	20	;	;	PUNCT
easat-4697	93	21	licensee	licensee	PROPN
easat-4697	93	22	learning	learning	NOUN
easat-4697	93	23	gate	gate	NOUN
easat-4697	93	24	--	--	PUNCT
easat-4697	93	25	name	name	NOUN
easat-4697	93	26	:	:	PUNCT
easat-4697	93	27	playbook	playbook	NOUN
easat-4697	93	28	for	for	ADP
easat-4697	93	29	security	security	NOUN
easat-4697	93	30	hardening	harden	VERB
easat-4697	93	31	hosts	host	NOUN
easat-4697	93	32	:	:	PUNCT
easat-4697	93	33	webserver	webserver	NOUN
easat-4697	93	34	tasks	task	NOUN
easat-4697	93	35	:	:	PUNCT
easat-4697	93	36	name	name	NOUN
easat-4697	93	37	:	:	PUNCT
easat-4697	93	38	ensure	ensure	VERB
easat-4697	93	39	firewalld	firewalld	NOUN
easat-4697	93	40	is	be	AUX
easat-4697	93	41	installed	instal	VERB
easat-4697	93	42	ansible.builtin.dnf	ansible.builtin.dnf	ADJ
easat-4697	93	43	:	:	PUNCT
easat-4697	93	44	state	state	NOUN
easat-4697	93	45	:	:	PUNCT
easat-4697	93	46	present	present	ADJ
easat-4697	93	47	name	name	NOUN
easat-4697	93	48	:	:	PUNCT
easat-4697	93	49	firewalld	firewalld	NOUN
easat-4697	93	50	name	name	NOUN
easat-4697	93	51	:	:	PUNCT
easat-4697	93	52	ensure	ensure	VERB
easat-4697	93	53	that	that	SCONJ
easat-4697	93	54	firewalld	firewalld	NOUN
easat-4697	93	55	is	be	AUX
easat-4697	93	56	enabled	enable	VERB
easat-4697	93	57	and	and	CCONJ
easat-4697	93	58	started	start	VERB
easat-4697	93	59	ansible.builtin.service	ansible.builtin.service	NOUN
easat-4697	93	60	:	:	PUNCT
easat-4697	93	61	name	name	NOUN
easat-4697	93	62	:	:	PUNCT
easat-4697	93	63	firewalld	firewalld	PROPN
easat-4697	93	64	state	state	NOUN
easat-4697	93	65	:	:	PUNCT
easat-4697	93	66	started	start	VERB
easat-4697	93	67	enabled	enable	VERB
easat-4697	93	68	:	:	PUNCT
easat-4697	93	69	true	true	ADJ
easat-4697	93	70	this	this	DET
easat-4697	93	71	playbook	playbook	NOUN
easat-4697	93	72	installs	install	VERB
easat-4697	93	73	the	the	DET
easat-4697	93	74	firewalld	firewalld	ADJ
easat-4697	93	75	package	package	NOUN
easat-4697	93	76	and	and	CCONJ
easat-4697	93	77	starts	start	VERB
easat-4697	93	78	the	the	DET
easat-4697	93	79	service	service	NOUN
easat-4697	93	80	.	.	PUNCT
easat-4697	94	1	although	although	SCONJ
easat-4697	94	2	firewalld	firewalld	NOUN
easat-4697	94	3	is	be	AUX
easat-4697	94	4	preinstalled	preinstalle	VERB
easat-4697	94	5	and	and	CCONJ
easat-4697	94	6	enabled	enable	VERB
easat-4697	94	7	by	by	ADP
easat-4697	94	8	default	default	NOUN
easat-4697	94	9	on	on	ADP
easat-4697	94	10	rhel	rhel	PROPN
easat-4697	94	11	,	,	PUNCT
easat-4697	94	12	ansible	ansible	PROPN
easat-4697	94	13	’s	’s	PART
easat-4697	94	14	idempotence	idempotence	NOUN
easat-4697	94	15	ensures	ensure	VERB
easat-4697	94	16	no	no	DET
easat-4697	94	17	repeated	repeat	VERB
easat-4697	94	18	changes	change	NOUN
easat-4697	94	19	are	be	AUX
easat-4697	94	20	made	make	VERB
easat-4697	94	21	.	.	PUNCT
easat-4697	95	1	to	to	PART
easat-4697	95	2	test	test	VERB
easat-4697	95	3	connectivity	connectivity	NOUN
easat-4697	95	4	,	,	PUNCT
easat-4697	95	5	additional	additional	ADJ
easat-4697	95	6	applications	application	NOUN
easat-4697	95	7	(	(	PUNCT
easat-4697	95	8	mariadb	mariadb	NOUN
easat-4697	95	9	and	and	CCONJ
easat-4697	95	10	httpd	httpd	NOUN
easat-4697	95	11	)	)	PUNCT
easat-4697	95	12	are	be	AUX
easat-4697	95	13	installed	instal	VERB
easat-4697	95	14	as	as	SCONJ
easat-4697	95	15	shown	show	VERB
easat-4697	95	16	below	below	ADP
easat-4697	95	17	:	:	PUNCT
easat-4697	95	18	--	--	PUNCT
easat-4697	95	19	…	…	PUNCT
easat-4697	95	20	name	name	NOUN
easat-4697	95	21	:	:	PUNCT
easat-4697	95	22	ensure	ensure	VERB
easat-4697	95	23	httpd	httpd	NOUN
easat-4697	95	24	and	and	CCONJ
easat-4697	95	25	mariadb	mariadb	NOUN
easat-4697	95	26	packages	package	NOUN
easat-4697	95	27	are	be	AUX
easat-4697	95	28	installed	instal	VERB
easat-4697	95	29	ansible.builtin.dnf	ansible.builtin.dnf	ADJ
easat-4697	95	30	:	:	PUNCT
easat-4697	95	31	state	state	NOUN
easat-4697	95	32	:	:	PUNCT
easat-4697	95	33	present	present	ADJ
easat-4697	95	34	name	name	NOUN
easat-4697	95	35	:	:	PUNCT
easat-4697	95	36	"	"	PUNCT
easat-4697	95	37	{	{	PUNCT
easat-4697	95	38	{	{	PUNCT
easat-4697	95	39	item	item	NOUN
easat-4697	95	40	}	}	PUNCT
easat-4697	95	41	}	}	PUNCT
easat-4697	95	42	"	"	PUNCT
easat-4697	95	43	loop	loop	NOUN
easat-4697	95	44	:	:	PUNCT
easat-4697	95	45	mariadb	mariadb	PROPN
easat-4697	95	46	httpd	httpd	PROPN
easat-4697	95	47	name	name	PROPN
easat-4697	95	48	:	:	PUNCT
easat-4697	95	49	ensure	ensure	VERB
easat-4697	95	50	httpd	httpd	NOUN
easat-4697	95	51	and	and	CCONJ
easat-4697	95	52	mariadb	mariadb	NOUN
easat-4697	95	53	are	be	AUX
easat-4697	95	54	enabled	enable	VERB
easat-4697	95	55	and	and	CCONJ
easat-4697	95	56	started	start	VERB
easat-4697	95	57	ansible.builtin.service	ansible.builtin.service	NOUN
easat-4697	95	58	:	:	PUNCT
easat-4697	95	59	name	name	NOUN
easat-4697	95	60	:	:	PUNCT
easat-4697	95	61	"	"	PUNCT
easat-4697	95	62	(	(	PUNCT
easat-4697	95	63	(	(	PUNCT
easat-4697	95	64	item	item	NOUN
easat-4697	95	65	)	)	PUNCT
easat-4697	95	66	)	)	PUNCT
easat-4697	95	67	"	"	PUNCT
easat-4697	95	68	state	state	NOUN
easat-4697	95	69	:	:	PUNCT
easat-4697	95	70	started	start	VERB
easat-4697	95	71	enabled	enable	VERB
easat-4697	95	72	:	:	PUNCT
easat-4697	95	73	true	true	ADJ
easat-4697	95	74	loop	loop	NOUN
easat-4697	95	75	:	:	PUNCT
easat-4697	95	76	httpd	httpd	PROPN
easat-4697	95	77	mariadb	mariadb	NOUN
easat-4697	95	78	after	after	SCONJ
easat-4697	95	79	these	these	DET
easat-4697	95	80	services	service	NOUN
easat-4697	95	81	are	be	AUX
easat-4697	95	82	running	run	VERB
easat-4697	95	83	,	,	PUNCT
easat-4697	95	84	testing	testing	NOUN
easat-4697	95	85	shows	show	VERB
easat-4697	95	86	that	that	SCONJ
easat-4697	95	87	external	external	ADJ
easat-4697	95	88	connections	connection	NOUN
easat-4697	95	89	are	be	AUX
easat-4697	95	90	blocked	block	VERB
easat-4697	95	91	on	on	ADP
easat-4697	95	92	ports	port	NOUN
easat-4697	95	93	80	80	NUM
easat-4697	95	94	and	and	CCONJ
easat-4697	95	95	3306	3306	NUM
easat-4697	95	96	,	,	PUNCT
easat-4697	95	97	as	as	SCONJ
easat-4697	95	98	shown	show	VERB
easat-4697	95	99	in	in	ADP
easat-4697	95	100	figure	figure	NOUN
easat-4697	95	101	1	1	NUM
easat-4697	95	102	.	.	PUNCT
easat-4697	95	103	figure	figure	NOUN
easat-4697	95	104	1	1	NUM
easat-4697	95	105	.	.	PUNCT
easat-4697	95	106	connection	connection	NOUN
easat-4697	95	107	test	test	NOUN
easat-4697	95	108	to	to	PART
easat-4697	95	109	port	port	VERB
easat-4697	95	110	80	80	NUM
easat-4697	95	111	and	and	CCONJ
easat-4697	95	112	3306	3306	NUM
easat-4697	95	113	.	.	PUNCT
easat-4697	96	1	1151	1151	NUM
easat-4697	96	2	edelweiss	edelweiss	PROPN
easat-4697	96	3	applied	apply	VERB
easat-4697	96	4	science	science	NOUN
easat-4697	96	5	and	and	CCONJ
easat-4697	96	6	technology	technology	NOUN
easat-4697	96	7	issn	issn	PROPN
easat-4697	96	8	:	:	PUNCT
easat-4697	96	9	2576	2576	NUM
easat-4697	96	10	-	-	SYM
easat-4697	96	11	8484	8484	NUM
easat-4697	96	12	vol	vol	NOUN
easat-4697	96	13	.	.	PROPN
easat-4697	97	1	9	9	NUM
easat-4697	97	2	,	,	PUNCT
easat-4697	97	3	no	no	INTJ
easat-4697	97	4	.	.	NOUN
easat-4697	97	5	2	2	NUM
easat-4697	97	6	:	:	PUNCT
easat-4697	97	7	1147	1147	NUM
easat-4697	97	8	-	-	SYM
easat-4697	97	9	1155	1155	NUM
easat-4697	97	10	,	,	PUNCT
easat-4697	97	11	2025	2025	NUM
easat-4697	97	12	doi	doi	NOUN
easat-4697	97	13	:	:	PUNCT
easat-4697	97	14	10.55214/25768484.v9i2.4697	10.55214/25768484.v9i2.4697	NUM
easat-4697	97	15	©	©	PROPN
easat-4697	97	16	2025	2025	NUM
easat-4697	97	17	by	by	ADP
easat-4697	97	18	the	the	DET
easat-4697	97	19	authors	author	NOUN
easat-4697	97	20	;	;	PUNCT
easat-4697	97	21	licensee	licensee	PROPN
easat-4697	97	22	learning	learning	NOUN
easat-4697	97	23	gate	gate	VERB
easat-4697	97	24	the	the	DET
easat-4697	97	25	playbook	playbook	NOUN
easat-4697	97	26	is	be	AUX
easat-4697	97	27	then	then	ADV
easat-4697	97	28	updated	update	VERB
easat-4697	97	29	to	to	PART
easat-4697	97	30	permit	permit	VERB
easat-4697	97	31	these	these	DET
easat-4697	97	32	connections	connection	NOUN
easat-4697	97	33	:	:	PUNCT
easat-4697	97	34	…	…	PUNCT
easat-4697	97	35	name	name	NOUN
easat-4697	97	36	:	:	PUNCT
easat-4697	97	37	configure	configure	NOUN
easat-4697	97	38	firewalld	firewalld	NOUN
easat-4697	97	39	to	to	PART
easat-4697	97	40	allow	allow	VERB
easat-4697	97	41	http	http	NOUN
easat-4697	97	42	and	and	CCONJ
easat-4697	97	43	mysql	mysql	NOUN
easat-4697	97	44	ansible.posix.firewalld	ansible.posix.firewalld	PROPN
easat-4697	97	45	:	:	PUNCT
easat-4697	97	46	state	state	NOUN
easat-4697	97	47	:	:	PUNCT
easat-4697	97	48	enabled	enable	VERB
easat-4697	97	49	immediate	immediate	ADJ
easat-4697	97	50	:	:	PUNCT
easat-4697	97	51	true	true	ADJ
easat-4697	97	52	permanent	permanent	ADJ
easat-4697	97	53	:	:	PUNCT
easat-4697	97	54	true	true	ADJ
easat-4697	97	55	service	service	NOUN
easat-4697	97	56	:	:	PUNCT
easat-4697	97	57	"	"	PUNCT
easat-4697	97	58	{	{	PUNCT
easat-4697	97	59	{	{	PUNCT
easat-4697	97	60	item	item	NOUN
easat-4697	97	61	}	}	PUNCT
easat-4697	97	62	}	}	PUNCT
easat-4697	97	63	"	"	PUNCT
easat-4697	97	64	loop	loop	NOUN
easat-4697	97	65	:	:	PUNCT
easat-4697	97	66	mysql	mysql	NOUN
easat-4697	97	67	http	http	PROPN
easat-4697	97	68	now	now	ADV
easat-4697	97	69	,	,	PUNCT
easat-4697	97	70	we	we	PRON
easat-4697	97	71	can	can	AUX
easat-4697	97	72	successfully	successfully	ADV
easat-4697	97	73	connect	connect	VERB
easat-4697	97	74	,	,	PUNCT
easat-4697	97	75	as	as	SCONJ
easat-4697	97	76	shown	show	VERB
easat-4697	97	77	in	in	ADP
easat-4697	97	78	figure	figure	NOUN
easat-4697	97	79	2	2	NUM
easat-4697	97	80	.	.	PUNCT
easat-4697	97	81	figure	figure	NOUN
easat-4697	97	82	2	2	NUM
easat-4697	97	83	.	.	PUNCT
easat-4697	97	84	successful	successful	ADJ
easat-4697	97	85	connection	connection	NOUN
easat-4697	97	86	to	to	ADP
easat-4697	97	87	ports	port	NOUN
easat-4697	97	88	80	80	NUM
easat-4697	97	89	and	and	CCONJ
easat-4697	97	90	3306	3306	NUM
easat-4697	97	91	.	.	PUNCT
easat-4697	98	1	additionally	additionally	ADV
easat-4697	98	2	,	,	PUNCT
easat-4697	98	3	non	non	ADJ
easat-4697	98	4	-	-	ADJ
easat-4697	98	5	essential	essential	ADJ
easat-4697	98	6	services	service	NOUN
easat-4697	98	7	like	like	ADP
easat-4697	98	8	“	"	PUNCT
easat-4697	98	9	cockpit	cockpit	NOUN
easat-4697	98	10	”	"	PUNCT
easat-4697	98	11	and	and	CCONJ
easat-4697	98	12	“	"	PUNCT
easat-4697	98	13	dhcpv6	dhcpv6	PROPN
easat-4697	98	14	-	-	PUNCT
easat-4697	98	15	client	client	NOUN
easat-4697	98	16	”	"	PUNCT
easat-4697	98	17	are	be	AUX
easat-4697	98	18	disabled	disable	VERB
easat-4697	98	19	:	:	PUNCT
easat-4697	98	20	…	…	PUNCT
easat-4697	98	21	name	name	NOUN
easat-4697	98	22	:	:	PUNCT
easat-4697	98	23	block	block	NOUN
easat-4697	98	24	non	non	ADJ
easat-4697	98	25	-	-	ADJ
easat-4697	98	26	required	required	ADJ
easat-4697	98	27	services	service	NOUN
easat-4697	98	28	ansible.posix.firewalld	ansible.posix.firewalld	NOUN
easat-4697	98	29	:	:	PUNCT
easat-4697	98	30	state	state	NOUN
easat-4697	98	31	:	:	PUNCT
easat-4697	98	32	disabled	disabled	ADJ
easat-4697	98	33	permanent	permanent	ADJ
easat-4697	98	34	:	:	PUNCT
easat-4697	98	35	true	true	ADJ
easat-4697	98	36	immediate	immediate	ADJ
easat-4697	98	37	:	:	PUNCT
easat-4697	98	38	true	true	ADJ
easat-4697	98	39	service	service	NOUN
easat-4697	98	40	:	:	PUNCT
easat-4697	98	41	"	"	PUNCT
easat-4697	98	42	{	{	PUNCT
easat-4697	98	43	{	{	PUNCT
easat-4697	98	44	item	item	NOUN
easat-4697	98	45	}	}	PUNCT
easat-4697	98	46	}	}	PUNCT
easat-4697	98	47	"	"	PUNCT
easat-4697	98	48	loop	loop	NOUN
easat-4697	98	49	:	:	PUNCT
easat-4697	98	50	cockpit	cockpit	PROPN
easat-4697	98	51	dhcpv6	dhcpv6	PROPN
easat-4697	98	52	-	-	PUNCT
easat-4697	98	53	client	client	NOUN
easat-4697	98	54	this	this	PRON
easat-4697	98	55	concludes	conclude	VERB
easat-4697	98	56	the	the	DET
easat-4697	98	57	firewalld	firewalld	ADJ
easat-4697	98	58	subsection	subsection	NOUN
easat-4697	98	59	of	of	ADP
easat-4697	98	60	the	the	DET
easat-4697	98	61	linux	linux	NOUN
easat-4697	98	62	hardening	harden	VERB
easat-4697	98	63	using	use	VERB
easat-4697	98	64	ansible	ansible	NOUN
easat-4697	98	65	.	.	PUNCT
easat-4697	99	1	next	next	ADV
easat-4697	99	2	,	,	PUNCT
easat-4697	99	3	we	we	PRON
easat-4697	99	4	will	will	AUX
easat-4697	99	5	configure	configure	VERB
easat-4697	99	6	the	the	DET
easat-4697	99	7	selinux	selinux	NOUN
easat-4697	99	8	for	for	ADP
easat-4697	99	9	httpd	httpd	NOUN
easat-4697	99	10	(	(	PUNCT
easat-4697	99	11	hypertext	hypertext	NOUN
easat-4697	99	12	transfer	transfer	NOUN
easat-4697	99	13	protocol	protocol	NOUN
easat-4697	99	14	daemon	daemon	NOUN
easat-4697	99	15	)	)	PUNCT
easat-4697	99	16	.	.	PUNCT
easat-4697	100	1	4.2	4.2	NUM
easat-4697	100	2	.	.	PUNCT
easat-4697	101	1	selinux	selinux	NOUN
easat-4697	101	2	configuration	configuration	NOUN
easat-4697	101	3	for	for	ADP
easat-4697	101	4	httpd	httpd	ADJ
easat-4697	101	5	selinux	selinux	PROPN
easat-4697	101	6	requires	require	VERB
easat-4697	101	7	configuration	configuration	NOUN
easat-4697	101	8	for	for	ADP
easat-4697	101	9	the	the	DET
easat-4697	101	10	httpd	httpd	PROPN
easat-4697	101	11	server	server	NOUN
easat-4697	101	12	to	to	PART
easat-4697	101	13	bind	bind	VERB
easat-4697	101	14	to	to	ADP
easat-4697	101	15	a	a	DET
easat-4697	101	16	non	non	ADJ
easat-4697	101	17	-	-	ADJ
easat-4697	101	18	standard	standard	ADJ
easat-4697	101	19	port	port	NOUN
easat-4697	101	20	(	(	PUNCT
easat-4697	101	21	10080	10080	NUM
easat-4697	101	22	)	)	PUNCT
easat-4697	101	23	.	.	PUNCT
easat-4697	102	1	this	this	PRON
easat-4697	102	2	involves	involve	VERB
easat-4697	102	3	modifying	modify	VERB
easat-4697	102	4	the	the	DET
easat-4697	102	5	httpd.conf	httpd.conf	NUM
easat-4697	102	6	file	file	NOUN
easat-4697	102	7	and	and	CCONJ
easat-4697	102	8	apply	apply	VERB
easat-4697	102	9	the	the	DET
easat-4697	102	10	following	follow	VERB
easat-4697	102	11	play	play	NOUN
easat-4697	102	12	:	:	PUNCT
easat-4697	102	13	--	--	PUNCT
easat-4697	102	14	name	name	NOUN
easat-4697	102	15	:	:	PUNCT
easat-4697	102	16	selinux	selinux	ADJ
easat-4697	102	17	configuration	configuration	NOUN
easat-4697	102	18	hosts	host	NOUN
easat-4697	102	19	:	:	PUNCT
easat-4697	102	20	webserver	webserver	NOUN
easat-4697	102	21	vars	var	NOUN
easat-4697	102	22	:	:	PUNCT
easat-4697	102	23	selinux_policy	selinux_policy	NUM
easat-4697	102	24	:	:	PUNCT
easat-4697	102	25	targeted	targeted	ADJ
easat-4697	102	26	selinux_state	selinux_state	NOUN
easat-4697	102	27	:	:	PUNCT
easat-4697	102	28	enforcing	enforce	VERB
easat-4697	102	29	selinux_ports	selinux_port	NOUN
easat-4697	102	30	:	:	PUNCT
easat-4697	102	31	1152	1152	NUM
easat-4697	102	32	edelweiss	edelweiss	PROPN
easat-4697	102	33	applied	apply	VERB
easat-4697	102	34	science	science	NOUN
easat-4697	102	35	and	and	CCONJ
easat-4697	102	36	technology	technology	NOUN
easat-4697	102	37	issn	issn	PROPN
easat-4697	102	38	:	:	PUNCT
easat-4697	102	39	2576	2576	NUM
easat-4697	102	40	-	-	SYM
easat-4697	102	41	8484	8484	NUM
easat-4697	102	42	vol	vol	NOUN
easat-4697	102	43	.	.	PROPN
easat-4697	103	1	9	9	NUM
easat-4697	103	2	,	,	PUNCT
easat-4697	103	3	no	no	INTJ
easat-4697	103	4	.	.	NOUN
easat-4697	103	5	2	2	NUM
easat-4697	103	6	:	:	PUNCT
easat-4697	103	7	1147	1147	NUM
easat-4697	103	8	-	-	SYM
easat-4697	103	9	1155	1155	NUM
easat-4697	103	10	,	,	PUNCT
easat-4697	103	11	2025	2025	NUM
easat-4697	103	12	doi	doi	NOUN
easat-4697	103	13	:	:	PUNCT
easat-4697	103	14	10.55214/25768484.v9i2.4697	10.55214/25768484.v9i2.4697	NUM
easat-4697	103	15	©	©	PROPN
easat-4697	103	16	2025	2025	NUM
easat-4697	103	17	by	by	ADP
easat-4697	103	18	the	the	DET
easat-4697	103	19	authors	author	NOUN
easat-4697	103	20	;	;	PUNCT
easat-4697	104	1	licensee	licensee	PROPN
easat-4697	104	2	learning	learn	VERB
easat-4697	104	3	gate	gate	NOUN
easat-4697	104	4	ports	port	NOUN
easat-4697	104	5	:	:	PUNCT
easat-4697	104	6	10080	10080	NUM
easat-4697	104	7	proto	proto	NOUN
easat-4697	104	8	:	:	PUNCT
easat-4697	104	9	tcp	tcp	PROPN
easat-4697	104	10	setype	setype	NOUN
easat-4697	104	11	:	:	PUNCT
easat-4697	104	12	http_port_t	http_port_t	ADJ
easat-4697	104	13	state	state	NOUN
easat-4697	104	14	:	:	PUNCT
easat-4697	104	15	present	present	ADJ
easat-4697	104	16	tasks	task	NOUN
easat-4697	104	17	:	:	PUNCT
easat-4697	104	18	name	name	NOUN
easat-4697	104	19	:	:	PUNCT
easat-4697	104	20	apply	apply	VERB
easat-4697	104	21	selinux	selinux	NOUN
easat-4697	104	22	role	role	NOUN
easat-4697	104	23	block	block	NOUN
easat-4697	104	24	:	:	PUNCT
easat-4697	104	25	include_role	include_role	NOUN
easat-4697	104	26	:	:	PUNCT
easat-4697	104	27	name	name	NOUN
easat-4697	104	28	:	:	PUNCT
easat-4697	104	29	redhat.rhel_system_roles.selinux	redhat.rhel_system_roles.selinux	PROPN
easat-4697	104	30	rescue	rescue	NOUN
easat-4697	104	31	:	:	PUNCT
easat-4697	104	32	name	name	NOUN
easat-4697	104	33	:	:	PUNCT
easat-4697	104	34	check	check	VERB
easat-4697	104	35	for	for	ADP
easat-4697	104	36	failure	failure	NOUN
easat-4697	104	37	for	for	ADP
easat-4697	104	38	other	other	ADJ
easat-4697	104	39	reasons	reason	NOUN
easat-4697	104	40	than	than	ADP
easat-4697	104	41	required	require	VERB
easat-4697	104	42	reboot	reboot	NOUN
easat-4697	104	43	ansible.builtin.fail	ansible.builtin.fail	NOUN
easat-4697	104	44	:	:	PUNCT
easat-4697	104	45	when	when	SCONJ
easat-4697	104	46	:	:	PUNCT
easat-4697	104	47	not	not	PART
easat-4697	104	48	selinux_reboot_required	selinux_reboot_required	ADJ
easat-4697	104	49	name	name	NOUN
easat-4697	104	50	:	:	PUNCT
easat-4697	105	1	restart	restart	NOUN
easat-4697	105	2	managed	manage	VERB
easat-4697	105	3	host	host	NOUN
easat-4697	105	4	ansible.builtin.reboot	ansible.builtin.reboot	NOUN
easat-4697	105	5	:	:	PUNCT
easat-4697	105	6	name	name	NOUN
easat-4697	105	7	:	:	PUNCT
easat-4697	105	8	reapply	reapply	NOUN
easat-4697	105	9	selinux	selinux	ADJ
easat-4697	105	10	role	role	NOUN
easat-4697	105	11	to	to	PART
easat-4697	105	12	complete	complete	VERB
easat-4697	105	13	changes	change	NOUN
easat-4697	105	14	include_role	include_role	PROPN
easat-4697	105	15	:	:	PUNCT
easat-4697	105	16	name	name	NOUN
easat-4697	105	17	:	:	PUNCT
easat-4697	105	18	redhat.rhel_system_roles.selinux	redhat.rhel_system_roles.selinux	PROPN
easat-4697	105	19	name	name	NOUN
easat-4697	105	20	:	:	PUNCT
easat-4697	105	21	restart	restart	PROPN
easat-4697	105	22	httpd	httpd	PROPN
easat-4697	105	23	service	service	PROPN
easat-4697	105	24	service	service	NOUN
easat-4697	105	25	:	:	PUNCT
easat-4697	105	26	name	name	NOUN
easat-4697	105	27	:	:	PUNCT
easat-4697	105	28	httpd	httpd	PROPN
easat-4697	105	29	state	state	NOUN
easat-4697	105	30	:	:	PUNCT
easat-4697	105	31	restarted	restart	VERB
easat-4697	105	32	this	this	DET
easat-4697	105	33	play	play	NOUN
easat-4697	105	34	sets	set	VERB
easat-4697	105	35	selinux	selinux	ADJ
easat-4697	105	36	to	to	ADP
easat-4697	105	37	“	"	PUNCT
easat-4697	105	38	enforcing	enforce	VERB
easat-4697	105	39	,	,	PUNCT
easat-4697	105	40	”	"	PUNCT
easat-4697	105	41	configures	configure	VERB
easat-4697	105	42	the	the	DET
easat-4697	105	43	port	port	NOUN
easat-4697	105	44	context	context	NOUN
easat-4697	105	45	,	,	PUNCT
easat-4697	105	46	and	and	CCONJ
easat-4697	105	47	restarts	restart	VERB
easat-4697	105	48	httpd	httpd	NOUN
easat-4697	105	49	.	.	PUNCT
easat-4697	106	1	if	if	SCONJ
easat-4697	106	2	a	a	DET
easat-4697	106	3	reboot	reboot	NOUN
easat-4697	106	4	is	be	AUX
easat-4697	106	5	required	require	VERB
easat-4697	106	6	,	,	PUNCT
easat-4697	106	7	it	it	PRON
easat-4697	106	8	automatically	automatically	ADV
easat-4697	106	9	re	re	VERB
easat-4697	106	10	-	-	VERB
easat-4697	106	11	applies	apply	VERB
easat-4697	106	12	the	the	DET
easat-4697	106	13	selinux	selinux	ADJ
easat-4697	106	14	configuration	configuration	NOUN
easat-4697	106	15	.	.	PUNCT
easat-4697	107	1	we	we	PRON
easat-4697	107	2	will	will	AUX
easat-4697	107	3	configure	configure	VERB
easat-4697	107	4	ssh	ssh	NOUN
easat-4697	107	5	(	(	PUNCT
easat-4697	107	6	secure	secure	ADJ
easat-4697	107	7	shell	shell	NOUN
easat-4697	107	8	)	)	PUNCT
easat-4697	107	9	hardening	harden	VERB
easat-4697	107	10	in	in	ADP
easat-4697	107	11	the	the	DET
easat-4697	107	12	following	follow	VERB
easat-4697	107	13	subsection	subsection	NOUN
easat-4697	107	14	.	.	PUNCT
easat-4697	108	1	4.3	4.3	NUM
easat-4697	108	2	.	.	PUNCT
easat-4697	108	3	ssh	ssh	AUX
easat-4697	108	4	hardening	harden	VERB
easat-4697	108	5	the	the	DET
easat-4697	108	6	ssh	ssh	NOUN
easat-4697	108	7	service	service	NOUN
easat-4697	108	8	is	be	AUX
easat-4697	108	9	hardened	harden	VERB
easat-4697	108	10	by	by	ADP
easat-4697	108	11	changing	change	VERB
easat-4697	108	12	its	its	PRON
easat-4697	108	13	listening	listen	VERB
easat-4697	108	14	port	port	NOUN
easat-4697	108	15	to	to	ADP
easat-4697	108	16	2022	2022	NUM
easat-4697	108	17	and	and	CCONJ
easat-4697	108	18	turning	turn	VERB
easat-4697	108	19	off	off	ADP
easat-4697	108	20	root	root	NOUN
easat-4697	108	21	login	login	NOUN
easat-4697	108	22	and	and	CCONJ
easat-4697	108	23	password	password	NOUN
easat-4697	108	24	authentication	authentication	NOUN
easat-4697	108	25	.	.	PUNCT
easat-4697	109	1	selinux	selinux	PROPN
easat-4697	109	2	is	be	AUX
easat-4697	109	3	also	also	ADV
easat-4697	109	4	configured	configure	VERB
easat-4697	109	5	to	to	PART
easat-4697	109	6	allow	allow	VERB
easat-4697	109	7	ssh	ssh	NOUN
easat-4697	109	8	on	on	ADP
easat-4697	109	9	the	the	DET
easat-4697	109	10	new	new	ADJ
easat-4697	109	11	port	port	NOUN
easat-4697	109	12	:	:	PUNCT
easat-4697	109	13	--	--	PUNCT
easat-4697	109	14	name	name	NOUN
easat-4697	109	15	:	:	PUNCT
easat-4697	109	16	ssh	ssh	NOUN
easat-4697	109	17	hardening	harden	VERB
easat-4697	109	18	hosts	host	NOUN
easat-4697	109	19	:	:	PUNCT
easat-4697	109	20	webserver	webserver	NOUN
easat-4697	109	21	vars	var	NOUN
easat-4697	109	22	:	:	PUNCT
easat-4697	109	23	selinux_ports	selinux_port	NOUN
easat-4697	109	24	:	:	PUNCT
easat-4697	109	25	ports	port	NOUN
easat-4697	109	26	:	:	PUNCT
easat-4697	109	27	2022	2022	NUM
easat-4697	109	28	proto	proto	NOUN
easat-4697	109	29	:	:	PUNCT
easat-4697	109	30	tcp	tcp	PROPN
easat-4697	109	31	setype	setype	NOUN
easat-4697	109	32	:	:	PUNCT
easat-4697	109	33	ssh_port_t	ssh_port_t	NOUN
easat-4697	109	34	state	state	NOUN
easat-4697	109	35	:	:	PUNCT
easat-4697	109	36	present	present	ADJ
easat-4697	109	37	tasks	task	NOUN
easat-4697	109	38	:	:	PUNCT
easat-4697	109	39	name	name	NOUN
easat-4697	109	40	:	:	PUNCT
easat-4697	109	41	apply	apply	VERB
easat-4697	109	42	selinux	selinux	NOUN
easat-4697	109	43	role	role	NOUN
easat-4697	109	44	block	block	NOUN
easat-4697	109	45	:	:	PUNCT
easat-4697	109	46	include_role	include_role	NOUN
easat-4697	109	47	:	:	PUNCT
easat-4697	109	48	name	name	NOUN
easat-4697	109	49	:	:	PUNCT
easat-4697	109	50	redhat.rhel_system_roles.selinux	redhat.rhel_system_roles.selinux	PROPN
easat-4697	109	51	rescue	rescue	NOUN
easat-4697	109	52	:	:	PUNCT
easat-4697	109	53	name	name	NOUN
easat-4697	109	54	:	:	PUNCT
easat-4697	109	55	check	check	VERB
easat-4697	109	56	for	for	ADP
easat-4697	109	57	failure	failure	NOUN
easat-4697	109	58	for	for	ADP
easat-4697	109	59	other	other	ADJ
easat-4697	109	60	reasons	reason	NOUN
easat-4697	109	61	than	than	ADP
easat-4697	109	62	required	require	VERB
easat-4697	109	63	reboot	reboot	NOUN
easat-4697	109	64	ansible.builtin.fail	ansible.builtin.fail	NOUN
easat-4697	109	65	:	:	PUNCT
easat-4697	109	66	when	when	SCONJ
easat-4697	109	67	:	:	PUNCT
easat-4697	109	68	not	not	PART
easat-4697	109	69	selinux_reboot_required	selinux_reboot_required	ADJ
easat-4697	109	70	name	name	NOUN
easat-4697	109	71	:	:	PUNCT
easat-4697	109	72	restart	restart	NOUN
easat-4697	109	73	managed	manage	VERB
easat-4697	109	74	host	host	NOUN
easat-4697	109	75	ansible.builtin.reboot	ansible.builtin.reboot	NOUN
easat-4697	109	76	:	:	PUNCT
easat-4697	109	77	name	name	NOUN
easat-4697	109	78	:	:	PUNCT
easat-4697	109	79	reapply	reapply	NOUN
easat-4697	109	80	selinux	selinux	ADJ
easat-4697	109	81	role	role	NOUN
easat-4697	109	82	to	to	PART
easat-4697	109	83	complete	complete	VERB
easat-4697	109	84	changes	change	NOUN
easat-4697	109	85	1153	1153	NUM
easat-4697	109	86	edelweiss	edelweiss	PROPN
easat-4697	109	87	applied	apply	VERB
easat-4697	109	88	science	science	NOUN
easat-4697	109	89	and	and	CCONJ
easat-4697	109	90	technology	technology	NOUN
easat-4697	109	91	issn	issn	PROPN
easat-4697	109	92	:	:	PUNCT
easat-4697	109	93	2576	2576	NUM
easat-4697	109	94	-	-	SYM
easat-4697	109	95	8484	8484	NUM
easat-4697	109	96	vol	vol	NOUN
easat-4697	109	97	.	.	PROPN
easat-4697	110	1	9	9	NUM
easat-4697	110	2	,	,	PUNCT
easat-4697	110	3	no	no	INTJ
easat-4697	110	4	.	.	NOUN
easat-4697	110	5	2	2	NUM
easat-4697	110	6	:	:	PUNCT
easat-4697	110	7	1147	1147	NUM
easat-4697	110	8	-	-	SYM
easat-4697	110	9	1155	1155	NUM
easat-4697	110	10	,	,	PUNCT
easat-4697	110	11	2025	2025	NUM
easat-4697	110	12	doi	doi	NOUN
easat-4697	110	13	:	:	PUNCT
easat-4697	110	14	10.55214/25768484.v9i2.4697	10.55214/25768484.v9i2.4697	NUM
easat-4697	110	15	©	©	PROPN
easat-4697	110	16	2025	2025	NUM
easat-4697	110	17	by	by	ADP
easat-4697	110	18	the	the	DET
easat-4697	110	19	authors	author	NOUN
easat-4697	110	20	;	;	PUNCT
easat-4697	110	21	licensee	licensee	NOUN
easat-4697	110	22	learning	learning	NOUN
easat-4697	110	23	gate	gate	NOUN
easat-4697	110	24	include_role	include_role	PROPN
easat-4697	110	25	:	:	PUNCT
easat-4697	110	26	name	name	NOUN
easat-4697	110	27	:	:	PUNCT
easat-4697	110	28	redhat.rhel_system_roles.selinux	redhat.rhel_system_roles.selinux	PROPN
easat-4697	110	29	name	name	NOUN
easat-4697	110	30	:	:	PUNCT
easat-4697	110	31	configure	configure	NOUN
easat-4697	110	32	firewalld	firewalld	NOUN
easat-4697	110	33	ansible.posix.firewalld	ansible.posix.firewalld	NOUN
easat-4697	110	34	:	:	PUNCT
easat-4697	110	35	state	state	NOUN
easat-4697	110	36	:	:	PUNCT
easat-4697	110	37	enabled	enable	VERB
easat-4697	110	38	immediate	immediate	ADJ
easat-4697	110	39	:	:	PUNCT
easat-4697	110	40	true	true	ADJ
easat-4697	110	41	permanent	permanent	ADJ
easat-4697	110	42	:	:	PUNCT
easat-4697	110	43	true	true	ADJ
easat-4697	110	44	port	port	NOUN
easat-4697	110	45	:	:	PUNCT
easat-4697	110	46	2022	2022	NUM
easat-4697	110	47	/	/	SYM
easat-4697	110	48	tcp	tcp	PROPN
easat-4697	110	49	name	name	NOUN
easat-4697	110	50	:	:	PUNCT
easat-4697	110	51	configure	configure	NOUN
easat-4697	110	52	ssh	ssh	NOUN
easat-4697	110	53	configuration	configuration	NOUN
easat-4697	110	54	ansible.builtin.copy	ansible.builtin.copy	PROPN
easat-4697	110	55	:	:	PUNCT
easat-4697	110	56	src	src	NOUN
easat-4697	110	57	:	:	PUNCT
easat-4697	110	58	./ssh	./ssh	NOUN
easat-4697	110	59	-	-	PUNCT
easat-4697	110	60	hardened	harden	VERB
easat-4697	110	61	dest	dest	NOUN
easat-4697	110	62	:	:	PUNCT
easat-4697	110	63	/etc	/etc	ADJ
easat-4697	110	64	/	/	SYM
easat-4697	110	65	ssh	ssh	NOUN
easat-4697	110	66	/	/	SYM
easat-4697	110	67	sshd_config	sshd_config	PROPN
easat-4697	110	68	owner	owner	NOUN
easat-4697	110	69	:	:	PUNCT
easat-4697	110	70	root	root	NOUN
easat-4697	110	71	group	group	NOUN
easat-4697	110	72	:	:	PUNCT
easat-4697	110	73	root	root	NOUN
easat-4697	110	74	mode	mode	PROPN
easat-4697	110	75	:	:	PUNCT
easat-4697	110	76	0600	0600	NUM
easat-4697	110	77	notify	notify	VERB
easat-4697	110	78	:	:	PUNCT
easat-4697	110	79	restart	restart	PROPN
easat-4697	110	80	ssh	ssh	NOUN
easat-4697	110	81	handlers	handler	NOUN
easat-4697	110	82	:	:	PUNCT
easat-4697	110	83	name	name	NOUN
easat-4697	110	84	:	:	PUNCT
easat-4697	110	85	restart	restart	PROPN
easat-4697	110	86	ssh	ssh	PROPN
easat-4697	110	87	ansible.builtin.service	ansible.builtin.service	PROPN
easat-4697	110	88	:	:	PUNCT
easat-4697	110	89	name	name	NOUN
easat-4697	110	90	:	:	PUNCT
easat-4697	110	91	sshd	sshd	PROPN
easat-4697	110	92	state	state	NOUN
easat-4697	110	93	:	:	PUNCT
easat-4697	110	94	restarted	restart	VERB
easat-4697	110	95	the	the	DET
easat-4697	110	96	associated	associated	ADJ
easat-4697	110	97	ssh	ssh	NOUN
easat-4697	110	98	configuration	configuration	NOUN
easat-4697	110	99	file	file	NOUN
easat-4697	110	100	contains	contain	VERB
easat-4697	110	101	the	the	DET
easat-4697	110	102	following	follow	VERB
easat-4697	110	103	settings	setting	NOUN
easat-4697	110	104	:	:	PUNCT
easat-4697	110	105	port	port	NOUN
easat-4697	110	106	2022	2022	NUM
easat-4697	110	107	include	include	VERB
easat-4697	110	108	/etc	/etc	PUNCT
easat-4697	110	109	/	/	SYM
easat-4697	110	110	ssh	ssh	NOUN
easat-4697	110	111	/	/	SYM
easat-4697	110	112	sshd_config.d/*.conf	sshd_config.d/*.conf	NOUN
easat-4697	110	113	authorizedkeysfile	authorizedkeysfile	NOUN
easat-4697	110	114	/etc/.rht_authorized_keys	/etc/.rht_authorized_keys	PUNCT
easat-4697	110	115	.ssh	.ssh	PRON
easat-4697	110	116	/	/	SYM
easat-4697	110	117	authorized_keys	authorized_key	NOUN
easat-4697	110	118	clientaliveinterval	clientaliveinterval	NOUN
easat-4697	110	119	60	60	NUM
easat-4697	110	120	subsystem	subsystem	NOUN
easat-4697	110	121	sftp	sftp	NOUN
easat-4697	110	122	/usr	/usr	NOUN
easat-4697	110	123	/	/	SYM
easat-4697	110	124	libexec	libexec	NOUN
easat-4697	110	125	/	/	SYM
easat-4697	110	126	openssh	openssh	NOUN
easat-4697	110	127	/	/	SYM
easat-4697	110	128	sftp	sftp	NOUN
easat-4697	110	129	-	-	PUNCT
easat-4697	110	130	server	server	NOUN
easat-4697	110	131	passwordauthentication	passwordauthentication	NOUN
easat-4697	110	132	no	no	DET
easat-4697	110	133	permitrootlogin	permitrootlogin	NOUN
easat-4697	110	134	no	no	DET
easat-4697	110	135	pubkeyauthentication	pubkeyauthentication	NOUN
easat-4697	110	136	yes	yes	INTJ
easat-4697	110	137	this	this	DET
easat-4697	110	138	section	section	NOUN
easat-4697	110	139	demonstrated	demonstrate	VERB
easat-4697	110	140	how	how	SCONJ
easat-4697	110	141	ansible	ansible	ADJ
easat-4697	110	142	can	can	AUX
easat-4697	110	143	improve	improve	VERB
easat-4697	110	144	linux	linux	NOUN
easat-4697	110	145	security	security	NOUN
easat-4697	110	146	by	by	ADP
easat-4697	110	147	managing	manage	VERB
easat-4697	110	148	firewalld	firewalld	NOUN
easat-4697	110	149	,	,	PUNCT
easat-4697	110	150	selinux	selinux	NOUN
easat-4697	110	151	,	,	PUNCT
easat-4697	110	152	and	and	CCONJ
easat-4697	110	153	ssh	ssh	NOUN
easat-4697	110	154	configurations	configuration	NOUN
easat-4697	110	155	.	.	PUNCT
easat-4697	111	1	5	5	X
easat-4697	111	2	.	.	X
easat-4697	111	3	future	future	ADJ
easat-4697	111	4	research	research	NOUN
easat-4697	111	5	although	although	SCONJ
easat-4697	111	6	this	this	DET
easat-4697	111	7	paper	paper	NOUN
easat-4697	111	8	primarily	primarily	ADV
easat-4697	111	9	focused	focus	VERB
easat-4697	111	10	on	on	ADP
easat-4697	111	11	foundational	foundational	ADJ
easat-4697	111	12	security	security	NOUN
easat-4697	111	13	configurations	configuration	NOUN
easat-4697	111	14	for	for	ADP
easat-4697	111	15	firewalld	firewalld	ADJ
easat-4697	111	16	,	,	PUNCT
easat-4697	111	17	selinux	selinux	NOUN
easat-4697	111	18	,	,	PUNCT
easat-4697	111	19	and	and	CCONJ
easat-4697	111	20	ssh	ssh	VERB
easat-4697	111	21	through	through	ADP
easat-4697	111	22	ansible	ansible	ADJ
easat-4697	111	23	,	,	PUNCT
easat-4697	111	24	more	more	ADV
easat-4697	111	25	advanced	advanced	ADJ
easat-4697	111	26	areas	area	NOUN
easat-4697	111	27	within	within	ADP
easat-4697	111	28	infrastructure	infrastructure	NOUN
easat-4697	111	29	as	as	ADP
easat-4697	111	30	code	code	NOUN
easat-4697	111	31	(	(	PUNCT
easat-4697	111	32	iac	iac	NOUN
easat-4697	111	33	)	)	PUNCT
easat-4697	111	34	warrant	warrant	VERB
easat-4697	111	35	deeper	deep	ADJ
easat-4697	111	36	investigation	investigation	NOUN
easat-4697	111	37	to	to	PART
easat-4697	111	38	strengthen	strengthen	VERB
easat-4697	111	39	security	security	NOUN
easat-4697	111	40	practices	practice	NOUN
easat-4697	111	41	across	across	ADP
easat-4697	111	42	diverse	diverse	ADJ
easat-4697	111	43	infrastructures	infrastructure	NOUN
easat-4697	111	44	.	.	PUNCT
easat-4697	112	1	one	one	NUM
easat-4697	112	2	area	area	NOUN
easat-4697	112	3	of	of	ADP
easat-4697	112	4	interest	interest	NOUN
easat-4697	112	5	involves	involve	VERB
easat-4697	112	6	developing	develop	VERB
easat-4697	112	7	advanced	advanced	ADJ
easat-4697	112	8	security	security	NOUN
easat-4697	112	9	policies	policy	NOUN
easat-4697	112	10	and	and	CCONJ
easat-4697	112	11	implementing	implement	VERB
easat-4697	112	12	role	role	NOUN
easat-4697	112	13	-	-	PUNCT
easat-4697	112	14	based	base	VERB
easat-4697	112	15	access	access	NOUN
easat-4697	112	16	control	control	NOUN
easat-4697	112	17	(	(	PUNCT
easat-4697	112	18	rbac	rbac	PROPN
easat-4697	112	19	)	)	PUNCT
easat-4697	112	20	within	within	ADP
easat-4697	112	21	iac	iac	NOUN
easat-4697	112	22	tools	tool	NOUN
easat-4697	112	23	like	like	ADP
easat-4697	112	24	ansible	ansible	NOUN
easat-4697	112	25	,	,	PUNCT
easat-4697	112	26	terraform	terraform	VERB
easat-4697	112	27	,	,	PUNCT
easat-4697	112	28	and	and	CCONJ
easat-4697	112	29	chef	chef	NOUN
easat-4697	112	30	.	.	PUNCT
easat-4697	113	1	by	by	ADP
easat-4697	113	2	designing	design	VERB
easat-4697	113	3	more	more	ADJ
easat-4697	113	4	granular	granular	ADJ
easat-4697	113	5	access	access	NOUN
easat-4697	113	6	controls	control	NOUN
easat-4697	113	7	in	in	ADP
easat-4697	113	8	automated	automate	VERB
easat-4697	113	9	configurations	configuration	NOUN
easat-4697	113	10	,	,	PUNCT
easat-4697	113	11	security	security	NOUN
easat-4697	113	12	can	can	AUX
easat-4697	113	13	be	be	AUX
easat-4697	113	14	significantly	significantly	ADV
easat-4697	113	15	enhanced	enhance	VERB
easat-4697	113	16	in	in	ADP
easat-4697	113	17	complex	complex	ADJ
easat-4697	113	18	,	,	PUNCT
easat-4697	113	19	multiuser	multiuser	NOUN
easat-4697	113	20	environments	environment	NOUN
easat-4697	113	21	.	.	PUNCT
easat-4697	114	1	future	future	ADJ
easat-4697	114	2	research	research	NOUN
easat-4697	114	3	could	could	AUX
easat-4697	114	4	also	also	ADV
easat-4697	114	5	explore	explore	VERB
easat-4697	114	6	integrating	integrate	VERB
easat-4697	114	7	identity	identity	NOUN
easat-4697	114	8	and	and	CCONJ
easat-4697	114	9	access	access	NOUN
easat-4697	114	10	management	management	NOUN
easat-4697	114	11	(	(	PUNCT
easat-4697	114	12	iam	iam	PROPN
easat-4697	114	13	)	)	PUNCT
easat-4697	114	14	systems	system	NOUN
easat-4697	114	15	with	with	ADP
easat-4697	114	16	iac	iac	PROPN
easat-4697	114	17	solutions	solution	NOUN
easat-4697	114	18	,	,	PUNCT
easat-4697	114	19	analyzing	analyze	VERB
easat-4697	114	20	the	the	DET
easat-4697	114	21	effects	effect	NOUN
easat-4697	114	22	on	on	ADP
easat-4697	114	23	security	security	NOUN
easat-4697	114	24	in	in	ADP
easat-4697	114	25	both	both	CCONJ
easat-4697	114	26	cloud	cloud	NOUN
easat-4697	114	27	-	-	PUNCT
easat-4697	114	28	based	base	VERB
easat-4697	114	29	and	and	CCONJ
easat-4697	114	30	on	on	ADP
easat-4697	114	31	-	-	PUNCT
easat-4697	114	32	premises	premise	NOUN
easat-4697	114	33	setups	setup	NOUN
easat-4697	114	34	.	.	PUNCT
easat-4697	115	1	another	another	DET
easat-4697	115	2	potential	potential	ADJ
easat-4697	115	3	research	research	NOUN
easat-4697	115	4	direction	direction	NOUN
easat-4697	115	5	is	be	AUX
easat-4697	115	6	automated	automate	VERB
easat-4697	115	7	compliance	compliance	NOUN
easat-4697	115	8	and	and	CCONJ
easat-4697	115	9	auditing	auditing	NOUN
easat-4697	115	10	for	for	ADP
easat-4697	115	11	iac	iac	NOUN
easat-4697	115	12	-	-	PUNCT
easat-4697	115	13	based	base	VERB
easat-4697	115	14	environments	environment	NOUN
easat-4697	115	15	.	.	PUNCT
easat-4697	116	1	adhering	adhere	VERB
easat-4697	116	2	to	to	ADP
easat-4697	116	3	security	security	NOUN
easat-4697	116	4	standards	standard	NOUN
easat-4697	116	5	such	such	ADJ
easat-4697	116	6	as	as	ADP
easat-4697	116	7	cis	cis	NOUN
easat-4697	116	8	,	,	PUNCT
easat-4697	116	9	nist	nist	NOUN
easat-4697	116	10	,	,	PUNCT
easat-4697	116	11	and	and	CCONJ
easat-4697	116	12	iso	iso	NOUN
easat-4697	116	13	is	be	AUX
easat-4697	116	14	critical	critical	ADJ
easat-4697	116	15	for	for	ADP
easat-4697	116	16	secure	secure	ADJ
easat-4697	116	17	infrastructure	infrastructure	NOUN
easat-4697	116	18	management	management	NOUN
easat-4697	116	19	.	.	PUNCT
easat-4697	117	1	future	future	ADJ
easat-4697	117	2	studies	study	NOUN
easat-4697	117	3	could	could	AUX
easat-4697	117	4	focus	focus	VERB
easat-4697	117	5	on	on	ADP
easat-4697	117	6	creating	create	VERB
easat-4697	117	7	specialized	specialized	ADJ
easat-4697	117	8	playbooks	playbook	NOUN
easat-4697	117	9	and	and	CCONJ
easat-4697	117	10	iac	iac	NOUN
easat-4697	117	11	modules	module	NOUN
easat-4697	117	12	that	that	PRON
easat-4697	117	13	perform	perform	VERB
easat-4697	117	14	compliance	compliance	NOUN
easat-4697	117	15	checks	check	NOUN
easat-4697	117	16	and	and	CCONJ
easat-4697	117	17	remediation	remediation	NOUN
easat-4697	117	18	tasks	task	NOUN
easat-4697	117	19	.	.	PUNCT
easat-4697	118	1	incorporating	incorporate	VERB
easat-4697	118	2	these	these	DET
easat-4697	118	3	compliance	compliance	NOUN
easat-4697	118	4	checks	check	NOUN
easat-4697	118	5	within	within	ADP
easat-4697	118	6	ci	ci	NOUN
easat-4697	118	7	/	/	SYM
easat-4697	118	8	cd	cd	NOUN
easat-4697	118	9	pipelines	pipeline	NOUN
easat-4697	118	10	could	could	AUX
easat-4697	118	11	help	help	VERB
easat-4697	118	12	organizations	organization	NOUN
easat-4697	118	13	maintain	maintain	VERB
easat-4697	118	14	continuous	continuous	ADJ
easat-4697	118	15	security	security	NOUN
easat-4697	118	16	and	and	CCONJ
easat-4697	118	17	regulatory	regulatory	ADJ
easat-4697	118	18	adherence	adherence	NOUN
easat-4697	118	19	in	in	ADP
easat-4697	118	20	real	real	ADJ
easat-4697	118	21	time	time	NOUN
easat-4697	118	22	,	,	PUNCT
easat-4697	118	23	reducing	reduce	VERB
easat-4697	118	24	vulnerabilities	vulnerability	NOUN
easat-4697	118	25	introduced	introduce	VERB
easat-4697	118	26	by	by	ADP
easat-4697	118	27	non	non	ADJ
easat-4697	118	28	-	-	NOUN
easat-4697	118	29	compliance	compliance	NOUN
easat-4697	118	30	.	.	PUNCT
easat-4697	119	1	1154	1154	NUM
easat-4697	119	2	edelweiss	edelweiss	PROPN
easat-4697	119	3	applied	apply	VERB
easat-4697	119	4	science	science	NOUN
easat-4697	119	5	and	and	CCONJ
easat-4697	119	6	technology	technology	NOUN
easat-4697	119	7	issn	issn	PROPN
easat-4697	119	8	:	:	PUNCT
easat-4697	119	9	2576	2576	NUM
easat-4697	119	10	-	-	SYM
easat-4697	119	11	8484	8484	NUM
easat-4697	119	12	vol	vol	NOUN
easat-4697	119	13	.	.	PROPN
easat-4697	120	1	9	9	NUM
easat-4697	120	2	,	,	PUNCT
easat-4697	120	3	no	no	INTJ
easat-4697	120	4	.	.	NOUN
easat-4697	120	5	2	2	NUM
easat-4697	120	6	:	:	PUNCT
easat-4697	120	7	1147	1147	NUM
easat-4697	120	8	-	-	SYM
easat-4697	120	9	1155	1155	NUM
easat-4697	120	10	,	,	PUNCT
easat-4697	120	11	2025	2025	NUM
easat-4697	120	12	doi	doi	NOUN
easat-4697	120	13	:	:	PUNCT
easat-4697	120	14	10.55214/25768484.v9i2.4697	10.55214/25768484.v9i2.4697	NUM
easat-4697	120	15	©	©	PROPN
easat-4697	120	16	2025	2025	NUM
easat-4697	120	17	by	by	ADP
easat-4697	120	18	the	the	DET
easat-4697	120	19	authors	author	NOUN
easat-4697	120	20	;	;	PUNCT
easat-4697	120	21	licensee	licensee	PROPN
easat-4697	120	22	learning	learning	NOUN
easat-4697	120	23	gate	gate	NOUN
easat-4697	120	24	6	6	NUM
easat-4697	120	25	.	.	PUNCT
easat-4697	121	1	conclusion	conclusion	NOUN
easat-4697	121	2	this	this	DET
easat-4697	121	3	paper	paper	NOUN
easat-4697	121	4	demonstrates	demonstrate	VERB
easat-4697	121	5	that	that	SCONJ
easat-4697	121	6	iac	iac	NOUN
easat-4697	121	7	represents	represent	VERB
easat-4697	121	8	a	a	DET
easat-4697	121	9	significant	significant	ADJ
easat-4697	121	10	advancement	advancement	NOUN
easat-4697	121	11	in	in	ADP
easat-4697	121	12	the	the	DET
easat-4697	121	13	automation	automation	NOUN
easat-4697	121	14	and	and	CCONJ
easat-4697	121	15	standardization	standardization	NOUN
easat-4697	121	16	of	of	ADP
easat-4697	121	17	security	security	NOUN
easat-4697	121	18	hardening	harden	VERB
easat-4697	121	19	practices	practice	NOUN
easat-4697	121	20	,	,	PUNCT
easat-4697	121	21	particularly	particularly	ADV
easat-4697	121	22	within	within	ADP
easat-4697	121	23	linux	linux	NOUN
easat-4697	121	24	-	-	PUNCT
easat-4697	121	25	based	base	VERB
easat-4697	121	26	environments	environment	NOUN
easat-4697	121	27	.	.	PUNCT
easat-4697	122	1	by	by	ADP
easat-4697	122	2	applying	apply	VERB
easat-4697	122	3	iac	iac	NOUN
easat-4697	122	4	tools	tool	NOUN
easat-4697	122	5	like	like	ADP
easat-4697	122	6	ansible	ansible	ADJ
easat-4697	122	7	,	,	PUNCT
easat-4697	122	8	organizations	organization	NOUN
easat-4697	122	9	can	can	AUX
easat-4697	122	10	address	address	VERB
easat-4697	122	11	the	the	DET
easat-4697	122	12	growing	grow	VERB
easat-4697	122	13	demands	demand	NOUN
easat-4697	122	14	for	for	ADP
easat-4697	122	15	agility	agility	NOUN
easat-4697	122	16	,	,	PUNCT
easat-4697	122	17	consistency	consistency	NOUN
easat-4697	122	18	,	,	PUNCT
easat-4697	122	19	and	and	CCONJ
easat-4697	122	20	security	security	NOUN
easat-4697	122	21	in	in	ADP
easat-4697	122	22	infrastructure	infrastructure	NOUN
easat-4697	122	23	management	management	NOUN
easat-4697	122	24	.	.	PUNCT
easat-4697	123	1	by	by	ADP
easat-4697	123	2	automating	automate	VERB
easat-4697	123	3	crucial	crucial	ADJ
easat-4697	123	4	security	security	NOUN
easat-4697	123	5	configurations	configuration	NOUN
easat-4697	123	6	such	such	ADJ
easat-4697	123	7	as	as	ADP
easat-4697	123	8	firewalld	firewalld	ADJ
easat-4697	123	9	,	,	PUNCT
easat-4697	123	10	selinux	selinux	NOUN
easat-4697	123	11	,	,	PUNCT
easat-4697	123	12	and	and	CCONJ
easat-4697	123	13	ssh	ssh	NOUN
easat-4697	123	14	,	,	PUNCT
easat-4697	123	15	iac	iac	PROPN
easat-4697	123	16	reduces	reduce	VERB
easat-4697	123	17	the	the	DET
easat-4697	123	18	time	time	NOUN
easat-4697	123	19	and	and	CCONJ
easat-4697	123	20	effort	effort	NOUN
easat-4697	123	21	required	require	VERB
easat-4697	123	22	for	for	ADP
easat-4697	123	23	manual	manual	ADJ
easat-4697	123	24	setups	setup	NOUN
easat-4697	123	25	and	and	CCONJ
easat-4697	123	26	minimizes	minimize	VERB
easat-4697	123	27	human	human	ADJ
easat-4697	123	28	error	error	NOUN
easat-4697	123	29	,	,	PUNCT
easat-4697	123	30	a	a	DET
easat-4697	123	31	common	common	ADJ
easat-4697	123	32	source	source	NOUN
easat-4697	123	33	of	of	ADP
easat-4697	123	34	security	security	NOUN
easat-4697	123	35	vulnerabilities	vulnerability	NOUN
easat-4697	123	36	.	.	PUNCT
easat-4697	124	1	ansible	ansible	PROPN
easat-4697	124	2	’s	’s	PART
easat-4697	124	3	idempotence	idempotence	NOUN
easat-4697	124	4	allows	allow	VERB
easat-4697	124	5	for	for	ADP
easat-4697	124	6	repeatable	repeatable	ADJ
easat-4697	124	7	and	and	CCONJ
easat-4697	124	8	reliable	reliable	ADJ
easat-4697	124	9	deployment	deployment	NOUN
easat-4697	124	10	processes	process	NOUN
easat-4697	124	11	that	that	PRON
easat-4697	124	12	ensure	ensure	VERB
easat-4697	124	13	systems	system	NOUN
easat-4697	124	14	maintain	maintain	VERB
easat-4697	124	15	a	a	DET
easat-4697	124	16	uniform	uniform	ADJ
easat-4697	124	17	security	security	NOUN
easat-4697	124	18	baseline	baseline	NOUN
easat-4697	124	19	,	,	PUNCT
easat-4697	124	20	reducing	reduce	VERB
easat-4697	124	21	the	the	DET
easat-4697	124	22	risk	risk	NOUN
easat-4697	124	23	of	of	ADP
easat-4697	124	24	configuration	configuration	NOUN
easat-4697	124	25	drift	drift	NOUN
easat-4697	124	26	over	over	ADP
easat-4697	124	27	time	time	NOUN
easat-4697	124	28	.	.	PUNCT
easat-4697	125	1	the	the	DET
easat-4697	125	2	work	work	NOUN
easat-4697	125	3	underscores	underscore	VERB
easat-4697	125	4	ansible	ansible	PROPN
easat-4697	125	5	’s	’s	PART
easat-4697	125	6	adaptability	adaptability	NOUN
easat-4697	125	7	and	and	CCONJ
easat-4697	125	8	modularity	modularity	NOUN
easat-4697	125	9	,	,	PUNCT
easat-4697	125	10	making	make	VERB
easat-4697	125	11	it	it	PRON
easat-4697	125	12	possible	possible	ADJ
easat-4697	125	13	to	to	PART
easat-4697	125	14	apply	apply	VERB
easat-4697	125	15	security	security	NOUN
easat-4697	125	16	hardening	harden	VERB
easat-4697	125	17	at	at	ADP
easat-4697	125	18	scale	scale	NOUN
easat-4697	125	19	across	across	ADP
easat-4697	125	20	various	various	ADJ
easat-4697	125	21	environments	environment	NOUN
easat-4697	125	22	,	,	PUNCT
easat-4697	125	23	from	from	ADP
easat-4697	125	24	on	on	ADP
easat-4697	125	25	-	-	PUNCT
easat-4697	125	26	premises	premise	NOUN
easat-4697	125	27	infrastructure	infrastructure	NOUN
easat-4697	125	28	to	to	ADP
easat-4697	125	29	cloud	cloud	NOUN
easat-4697	125	30	-	-	PUNCT
easat-4697	125	31	based	base	VERB
easat-4697	125	32	platforms	platform	NOUN
easat-4697	125	33	and	and	CCONJ
easat-4697	125	34	across	across	ADP
easat-4697	125	35	different	different	ADJ
easat-4697	125	36	development	development	NOUN
easat-4697	125	37	and	and	CCONJ
easat-4697	125	38	deployment	deployment	NOUN
easat-4697	125	39	stages	stage	NOUN
easat-4697	125	40	.	.	PUNCT
easat-4697	126	1	as	as	SCONJ
easat-4697	126	2	highlighted	highlight	VERB
easat-4697	126	3	in	in	ADP
easat-4697	126	4	the	the	DET
easat-4697	126	5	paper	paper	NOUN
easat-4697	126	6	,	,	PUNCT
easat-4697	126	7	integrating	integrate	VERB
easat-4697	126	8	iac	iac	NOUN
easat-4697	126	9	with	with	ADP
easat-4697	126	10	ci	ci	PROPN
easat-4697	126	11	/	/	SYM
easat-4697	126	12	cd	cd	NOUN
easat-4697	126	13	pipelines	pipeline	NOUN
easat-4697	126	14	further	far	ADV
easat-4697	126	15	elevates	elevate	VERB
easat-4697	126	16	security	security	NOUN
easat-4697	126	17	practices	practice	NOUN
easat-4697	126	18	by	by	ADP
easat-4697	126	19	enabling	enable	VERB
easat-4697	126	20	continuous	continuous	ADJ
easat-4697	126	21	compliance	compliance	NOUN
easat-4697	126	22	and	and	CCONJ
easat-4697	126	23	rapid	rapid	ADJ
easat-4697	126	24	adaptation	adaptation	NOUN
easat-4697	126	25	to	to	ADP
easat-4697	126	26	new	new	ADJ
easat-4697	126	27	security	security	NOUN
easat-4697	126	28	requirements	requirement	NOUN
easat-4697	126	29	.	.	PUNCT
easat-4697	127	1	this	this	DET
easat-4697	127	2	integration	integration	NOUN
easat-4697	127	3	supports	support	VERB
easat-4697	127	4	ongoing	ongoing	ADJ
easat-4697	127	5	monitoring	monitoring	NOUN
easat-4697	127	6	and	and	CCONJ
easat-4697	127	7	automated	automate	VERB
easat-4697	127	8	testing	testing	NOUN
easat-4697	127	9	of	of	ADP
easat-4697	127	10	configurations	configuration	NOUN
easat-4697	127	11	and	and	CCONJ
easat-4697	127	12	aligns	align	VERB
easat-4697	127	13	with	with	ADP
easat-4697	127	14	modern	modern	ADJ
easat-4697	127	15	devops	devop	NOUN
easat-4697	127	16	and	and	CCONJ
easat-4697	127	17	devsecops	devsecop	NOUN
easat-4697	127	18	practices	practice	NOUN
easat-4697	127	19	,	,	PUNCT
easat-4697	127	20	facilitating	facilitate	VERB
easat-4697	127	21	seamless	seamless	ADJ
easat-4697	127	22	collaboration	collaboration	NOUN
easat-4697	127	23	between	between	ADP
easat-4697	127	24	development	development	NOUN
easat-4697	127	25	,	,	PUNCT
easat-4697	127	26	operations	operation	NOUN
easat-4697	127	27	,	,	PUNCT
easat-4697	127	28	and	and	CCONJ
easat-4697	127	29	security	security	NOUN
easat-4697	127	30	teams	team	NOUN
easat-4697	127	31	.	.	PUNCT
easat-4697	128	1	the	the	DET
easat-4697	128	2	continuous	continuous	ADJ
easat-4697	128	3	,	,	PUNCT
easat-4697	128	4	automated	automate	VERB
easat-4697	128	5	checks	check	NOUN
easat-4697	128	6	provided	provide	VERB
easat-4697	128	7	by	by	ADP
easat-4697	128	8	iac	iac	NOUN
easat-4697	128	9	integration	integration	NOUN
easat-4697	128	10	within	within	ADP
easat-4697	128	11	ci	ci	NOUN
easat-4697	128	12	/	/	SYM
easat-4697	128	13	cd	cd	NOUN
easat-4697	128	14	pipelines	pipeline	NOUN
easat-4697	128	15	allow	allow	VERB
easat-4697	128	16	for	for	ADP
easat-4697	128	17	real	real	ADJ
easat-4697	128	18	-	-	PUNCT
easat-4697	128	19	time	time	NOUN
easat-4697	128	20	remediation	remediation	NOUN
easat-4697	128	21	of	of	ADP
easat-4697	128	22	security	security	NOUN
easat-4697	128	23	issues	issue	NOUN
easat-4697	128	24	,	,	PUNCT
easat-4697	128	25	fostering	foster	VERB
easat-4697	128	26	a	a	DET
easat-4697	128	27	proactive	proactive	ADJ
easat-4697	128	28	security	security	NOUN
easat-4697	128	29	culture	culture	NOUN
easat-4697	128	30	.	.	PUNCT
easat-4697	129	1	this	this	DET
easat-4697	129	2	capability	capability	NOUN
easat-4697	129	3	is	be	AUX
easat-4697	129	4	precious	precious	ADJ
easat-4697	129	5	in	in	ADP
easat-4697	129	6	dynamic	dynamic	ADJ
easat-4697	129	7	and	and	CCONJ
easat-4697	129	8	large	large	ADJ
easat-4697	129	9	-	-	PUNCT
easat-4697	129	10	scale	scale	NOUN
easat-4697	129	11	environments	environment	NOUN
easat-4697	129	12	where	where	SCONJ
easat-4697	129	13	frequent	frequent	ADJ
easat-4697	129	14	changes	change	NOUN
easat-4697	129	15	and	and	CCONJ
easat-4697	129	16	rapid	rapid	ADJ
easat-4697	129	17	deployment	deployment	NOUN
easat-4697	129	18	cycles	cycle	NOUN
easat-4697	129	19	can	can	AUX
easat-4697	129	20	create	create	VERB
easat-4697	129	21	security	security	NOUN
easat-4697	129	22	gaps	gap	NOUN
easat-4697	129	23	if	if	SCONJ
easat-4697	129	24	not	not	PART
easat-4697	129	25	managed	manage	VERB
easat-4697	129	26	effectively	effectively	ADV
easat-4697	129	27	.	.	PUNCT
easat-4697	130	1	despite	despite	SCONJ
easat-4697	130	2	its	its	PRON
easat-4697	130	3	advantages	advantage	NOUN
easat-4697	130	4	,	,	PUNCT
easat-4697	130	5	adopting	adopt	VERB
easat-4697	130	6	iac	iac	NOUN
easat-4697	130	7	for	for	ADP
easat-4697	130	8	security	security	NOUN
easat-4697	130	9	hardening	harden	VERB
easat-4697	130	10	also	also	ADV
easat-4697	130	11	presents	present	VERB
easat-4697	130	12	challenges	challenge	NOUN
easat-4697	130	13	,	,	PUNCT
easat-4697	130	14	as	as	ADP
easat-4697	130	15	implementing	implement	VERB
easat-4697	130	16	automated	automate	VERB
easat-4697	130	17	configurations	configuration	NOUN
easat-4697	130	18	and	and	CCONJ
easat-4697	130	19	achieving	achieve	VERB
easat-4697	130	20	seamless	seamless	ADJ
easat-4697	130	21	integration	integration	NOUN
easat-4697	130	22	into	into	ADP
easat-4697	130	23	existing	exist	VERB
easat-4697	130	24	workflows	workflow	NOUN
easat-4697	130	25	require	require	VERB
easat-4697	130	26	specialized	specialized	ADJ
easat-4697	130	27	knowledge	knowledge	NOUN
easat-4697	130	28	and	and	CCONJ
easat-4697	130	29	a	a	DET
easat-4697	130	30	cultural	cultural	ADJ
easat-4697	130	31	shift	shift	NOUN
easat-4697	130	32	toward	toward	ADP
easat-4697	130	33	embracing	embrace	VERB
easat-4697	130	34	automation	automation	NOUN
easat-4697	130	35	and	and	CCONJ
easat-4697	130	36	standardization	standardization	NOUN
easat-4697	130	37	.	.	PUNCT
easat-4697	131	1	the	the	DET
easat-4697	131	2	paper	paper	NOUN
easat-4697	131	3	suggests	suggest	VERB
easat-4697	131	4	that	that	SCONJ
easat-4697	131	5	future	future	ADJ
easat-4697	131	6	research	research	NOUN
easat-4697	131	7	should	should	AUX
easat-4697	131	8	explore	explore	VERB
easat-4697	131	9	advanced	advanced	ADJ
easat-4697	131	10	security	security	NOUN
easat-4697	131	11	policies	policy	NOUN
easat-4697	131	12	,	,	PUNCT
easat-4697	131	13	such	such	ADJ
easat-4697	131	14	as	as	ADP
easat-4697	131	15	rbac	rbac	NOUN
easat-4697	131	16	and	and	CCONJ
easat-4697	131	17	identity	identity	NOUN
easat-4697	131	18	management	management	NOUN
easat-4697	131	19	,	,	PUNCT
easat-4697	131	20	within	within	ADP
easat-4697	131	21	iac	iac	NOUN
easat-4697	131	22	frameworks	framework	NOUN
easat-4697	131	23	to	to	PART
easat-4697	131	24	enhance	enhance	VERB
easat-4697	131	25	fine	fine	ADV
easat-4697	131	26	-	-	PUNCT
easat-4697	131	27	grained	grain	VERB
easat-4697	131	28	control	control	NOUN
easat-4697	131	29	over	over	ADP
easat-4697	131	30	infrastructure	infrastructure	NOUN
easat-4697	131	31	access	access	NOUN
easat-4697	131	32	.	.	PUNCT
easat-4697	132	1	additionally	additionally	ADV
easat-4697	132	2	,	,	PUNCT
easat-4697	132	3	it	it	PRON
easat-4697	132	4	points	point	VERB
easat-4697	132	5	to	to	ADP
easat-4697	132	6	the	the	DET
easat-4697	132	7	need	need	NOUN
easat-4697	132	8	to	to	PART
easat-4697	132	9	develop	develop	VERB
easat-4697	132	10	automated	automated	ADJ
easat-4697	132	11	compliance	compliance	NOUN
easat-4697	132	12	and	and	CCONJ
easat-4697	132	13	auditing	auditing	NOUN
easat-4697	132	14	tools	tool	NOUN
easat-4697	132	15	within	within	ADP
easat-4697	132	16	iac	iac	NOUN
easat-4697	132	17	solutions	solution	NOUN
easat-4697	132	18	aligned	align	VERB
easat-4697	132	19	with	with	ADP
easat-4697	132	20	security	security	NOUN
easat-4697	132	21	standards	standard	NOUN
easat-4697	132	22	like	like	ADP
easat-4697	132	23	cis	cis	NOUN
easat-4697	132	24	,	,	PUNCT
easat-4697	132	25	nist	nist	NOUN
easat-4697	132	26	,	,	PUNCT
easat-4697	132	27	and	and	CCONJ
easat-4697	132	28	iso	iso	NOUN
easat-4697	132	29	.	.	PUNCT
easat-4697	133	1	such	such	ADJ
easat-4697	133	2	advancements	advancement	NOUN
easat-4697	133	3	could	could	AUX
easat-4697	133	4	enable	enable	VERB
easat-4697	133	5	organizations	organization	NOUN
easat-4697	133	6	to	to	PART
easat-4697	133	7	meet	meet	VERB
easat-4697	133	8	regulatory	regulatory	ADJ
easat-4697	133	9	requirements	requirement	NOUN
easat-4697	133	10	continuously	continuously	ADV
easat-4697	133	11	,	,	PUNCT
easat-4697	133	12	reducing	reduce	VERB
easat-4697	133	13	risks	risk	NOUN
easat-4697	133	14	associated	associate	VERB
easat-4697	133	15	with	with	ADP
easat-4697	133	16	non	non	ADJ
easat-4697	133	17	-	-	NOUN
easat-4697	133	18	compliance	compliance	NOUN
easat-4697	133	19	and	and	CCONJ
easat-4697	133	20	improving	improve	VERB
easat-4697	133	21	overall	overall	ADJ
easat-4697	133	22	security	security	NOUN
easat-4697	133	23	posture	posture	NOUN
easat-4697	133	24	.	.	PUNCT
easat-4697	134	1	transparency	transparency	NOUN
easat-4697	134	2	:	:	PUNCT
easat-4697	134	3	the	the	DET
easat-4697	134	4	authors	author	NOUN
easat-4697	134	5	confirm	confirm	VERB
easat-4697	134	6	that	that	SCONJ
easat-4697	134	7	the	the	DET
easat-4697	134	8	manuscript	manuscript	NOUN
easat-4697	134	9	is	be	AUX
easat-4697	134	10	an	an	DET
easat-4697	134	11	honest	honest	ADJ
easat-4697	134	12	,	,	PUNCT
easat-4697	134	13	accurate	accurate	ADJ
easat-4697	134	14	,	,	PUNCT
easat-4697	134	15	and	and	CCONJ
easat-4697	134	16	transparent	transparent	ADJ
easat-4697	134	17	account	account	NOUN
easat-4697	134	18	of	of	ADP
easat-4697	134	19	the	the	DET
easat-4697	134	20	study	study	NOUN
easat-4697	134	21	;	;	PUNCT
easat-4697	134	22	that	that	SCONJ
easat-4697	134	23	no	no	DET
easat-4697	134	24	vital	vital	ADJ
easat-4697	134	25	features	feature	NOUN
easat-4697	134	26	of	of	ADP
easat-4697	134	27	the	the	DET
easat-4697	134	28	study	study	NOUN
easat-4697	134	29	have	have	AUX
easat-4697	134	30	been	be	AUX
easat-4697	134	31	omitted	omit	VERB
easat-4697	134	32	;	;	PUNCT
easat-4697	134	33	and	and	CCONJ
easat-4697	134	34	that	that	SCONJ
easat-4697	134	35	any	any	DET
easat-4697	134	36	discrepancies	discrepancy	NOUN
easat-4697	134	37	from	from	ADP
easat-4697	134	38	the	the	DET
easat-4697	134	39	study	study	NOUN
easat-4697	134	40	as	as	SCONJ
easat-4697	134	41	planned	plan	VERB
easat-4697	134	42	have	have	AUX
easat-4697	134	43	been	be	AUX
easat-4697	134	44	explained	explain	VERB
easat-4697	134	45	.	.	PUNCT
easat-4697	135	1	this	this	DET
easat-4697	135	2	study	study	NOUN
easat-4697	135	3	followed	follow	VERB
easat-4697	135	4	all	all	DET
easat-4697	135	5	ethical	ethical	ADJ
easat-4697	135	6	practices	practice	NOUN
easat-4697	135	7	during	during	ADP
easat-4697	135	8	writing	writing	NOUN
easat-4697	135	9	.	.	PUNCT
easat-4697	136	1	copyright	copyright	NOUN
easat-4697	136	2	:	:	PUNCT
easat-4697	136	3	©	©	PROPN
easat-4697	136	4	2025	2025	NUM
easat-4697	136	5	by	by	ADP
easat-4697	136	6	the	the	DET
easat-4697	136	7	authors	author	NOUN
easat-4697	136	8	.	.	PUNCT
easat-4697	137	1	this	this	DET
easat-4697	137	2	open	open	ADJ
easat-4697	137	3	-	-	PUNCT
easat-4697	137	4	access	access	NOUN
easat-4697	137	5	article	article	NOUN
easat-4697	137	6	is	be	AUX
easat-4697	137	7	distributed	distribute	VERB
easat-4697	137	8	under	under	ADP
easat-4697	137	9	the	the	DET
easat-4697	137	10	terms	term	NOUN
easat-4697	137	11	and	and	CCONJ
easat-4697	137	12	conditions	condition	NOUN
easat-4697	137	13	of	of	ADP
easat-4697	137	14	the	the	DET
easat-4697	137	15	creative	creative	ADJ
easat-4697	137	16	commons	common	NOUN
easat-4697	137	17	attribution	attribution	NOUN
easat-4697	137	18	(	(	PUNCT
easat-4697	137	19	cc	cc	NOUN
easat-4697	137	20	by	by	ADP
easat-4697	137	21	)	)	PUNCT
easat-4697	137	22	license	license	NOUN
easat-4697	137	23	(	(	PUNCT
easat-4697	137	24	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-4697	137	25	)	)	PUNCT
easat-4697	137	26	.	.	PUNCT
easat-4697	138	1	references	reference	NOUN
easat-4697	138	2	[	[	X
easat-4697	138	3	1	1	NUM
easat-4697	138	4	]	]	X
easat-4697	138	5	i.	i.	PROPN
easat-4697	138	6	ortiz	ortiz	PROPN
easat-4697	138	7	-	-	PUNCT
easat-4697	138	8	garcés	garcés	PROPN
easat-4697	138	9	,	,	PUNCT
easat-4697	138	10	a.	a.	NOUN
easat-4697	138	11	echeverría	echeverría	PROPN
easat-4697	138	12	-	-	PUNCT
easat-4697	138	13	lópez	lópez	NOUN
easat-4697	138	14	,	,	PUNCT
easat-4697	138	15	and	and	CCONJ
easat-4697	138	16	r.	r.	PROPN
easat-4697	138	17	andrade	andrade	PROPN
easat-4697	138	18	,	,	PUNCT
easat-4697	138	19	"	"	PUNCT
easat-4697	138	20	methodological	methodological	ADJ
easat-4697	138	21	proposal	proposal	NOUN
easat-4697	138	22	for	for	ADP
easat-4697	138	23	the	the	DET
easat-4697	138	24	optimization	optimization	NOUN
easat-4697	138	25	of	of	ADP
easat-4697	138	26	the	the	DET
easat-4697	138	27	installation	installation	NOUN
easat-4697	138	28	times	time	NOUN
easat-4697	138	29	of	of	ADP
easat-4697	138	30	hardenized	hardenized	ADJ
easat-4697	138	31	linux	linux	PROPN
easat-4697	138	32	operating	operating	NOUN
easat-4697	138	33	systems	system	NOUN
easat-4697	138	34	through	through	ADP
easat-4697	138	35	the	the	DET
easat-4697	138	36	spacewalk	spacewalk	NOUN
easat-4697	138	37	solution	solution	NOUN
easat-4697	138	38	in	in	ADP
easat-4697	138	39	critical	critical	ADJ
easat-4697	138	40	infrastructures	infrastructure	NOUN
easat-4697	138	41	,	,	PUNCT
easat-4697	138	42	"	"	PUNCT
easat-4697	138	43	presented	present	VERB
easat-4697	138	44	at	at	ADP
easat-4697	138	45	the	the	DET
easat-4697	138	46	2020	2020	NUM
easat-4697	138	47	international	international	ADJ
easat-4697	138	48	conference	conference	NOUN
easat-4697	138	49	on	on	ADP
easat-4697	138	50	computational	computational	ADJ
easat-4697	138	51	science	science	NOUN
easat-4697	138	52	and	and	CCONJ
easat-4697	138	53	computational	computational	ADJ
easat-4697	138	54	intelligence	intelligence	NOUN
easat-4697	138	55	(	(	PUNCT
easat-4697	138	56	csci	csci	NOUN
easat-4697	138	57	)	)	PUNCT
easat-4697	138	58	.	.	PUNCT
easat-4697	139	1	https://doi.org/10.1109/csci51800.2020.00024	https://doi.org/10.1109/csci51800.2020.00024	NOUN
easat-4697	139	2	,	,	PUNCT
easat-4697	139	3	2020	2020	NUM
easat-4697	140	1	[	[	X
easat-4697	140	2	2	2	X
easat-4697	140	3	]	]	PUNCT
easat-4697	140	4	t.	t.	PROPN
easat-4697	140	5	rose	rise	VERB
easat-4697	140	6	and	and	CCONJ
easat-4697	140	7	x.	x.	NOUN
easat-4697	140	8	zhou	zhou	PROPN
easat-4697	140	9	,	,	PUNCT
easat-4697	140	10	"	"	PUNCT
easat-4697	140	11	system	system	NOUN
easat-4697	140	12	hardening	harden	VERB
easat-4697	140	13	for	for	ADP
easat-4697	140	14	infrastructure	infrastructure	NOUN
easat-4697	140	15	as	as	ADP
easat-4697	140	16	a	a	DET
easat-4697	140	17	service	service	NOUN
easat-4697	140	18	(	(	PUNCT
easat-4697	140	19	iaas	iaas	PROPN
easat-4697	140	20	)	)	PUNCT
easat-4697	140	21	,	,	PUNCT
easat-4697	140	22	"	"	PUNCT
easat-4697	140	23	presented	present	VERB
easat-4697	140	24	at	at	ADP
easat-4697	140	25	the	the	DET
easat-4697	140	26	2020	2020	NUM
easat-4697	140	27	ieee	ieee	NOUN
easat-4697	140	28	systems	system	NOUN
easat-4697	140	29	security	security	NOUN
easat-4697	140	30	symposium	symposium	NOUN
easat-4697	140	31	(	(	PUNCT
easat-4697	140	32	sss	sss	PROPN
easat-4697	140	33	)	)	PUNCT
easat-4697	140	34	.	.	PUNCT
easat-4697	141	1	https://doi.org/10.1109/sss47320.2020.9174202	https://doi.org/10.1109/sss47320.2020.9174202	PROPN
easat-4697	141	2	,	,	PUNCT
easat-4697	141	3	2020	2020	NUM
easat-4697	141	4	.	.	PUNCT
easat-4697	142	1	[	[	X
easat-4697	142	2	3	3	NUM
easat-4697	142	3	]	]	PUNCT
easat-4697	142	4	a.	a.	NOUN
easat-4697	142	5	bosio	bosio	PROPN
easat-4697	142	6	,	,	PUNCT
easat-4697	142	7	s.	s.	PROPN
easat-4697	142	8	carlo	carlo	PROPN
easat-4697	142	9	,	,	PUNCT
easat-4697	142	10	m.	m.	NOUN
easat-4697	142	11	rebaudengo	rebaudengo	PROPN
easat-4697	142	12	,	,	PUNCT
easat-4697	142	13	and	and	CCONJ
easat-4697	142	14	a.	a.	NOUN
easat-4697	142	15	savino	savino	PROPN
easat-4697	142	16	,	,	PUNCT
easat-4697	142	17	"	"	PUNCT
easat-4697	142	18	toward	toward	ADP
easat-4697	142	19	the	the	DET
easat-4697	142	20	hardening	hardening	NOUN
easat-4697	142	21	of	of	ADP
easat-4697	142	22	real	real	ADJ
easat-4697	142	23	-	-	PUNCT
easat-4697	142	24	time	time	NOUN
easat-4697	142	25	operating	operating	NOUN
easat-4697	142	26	systems	system	NOUN
easat-4697	142	27	,	,	PUNCT
easat-4697	142	28	"	"	PUNCT
easat-4697	142	29	presented	present	VERB
easat-4697	142	30	at	at	ADP
easat-4697	142	31	the	the	DET
easat-4697	142	32	2022	2022	NUM
easat-4697	142	33	ieee	ieee	NOUN
easat-4697	142	34	international	international	ADJ
easat-4697	142	35	symposium	symposium	NOUN
easat-4697	142	36	on	on	ADP
easat-4697	142	37	defect	defect	NOUN
easat-4697	142	38	and	and	CCONJ
easat-4697	142	39	fault	fault	VERB
easat-4697	142	40	tolerance	tolerance	NOUN
easat-4697	142	41	in	in	ADP
easat-4697	142	42	vlsi	vlsi	PROPN
easat-4697	142	43	and	and	CCONJ
easat-4697	142	44	nanotechnology	nanotechnology	NOUN
easat-4697	142	45	systems	system	NOUN
easat-4697	142	46	(	(	PUNCT
easat-4697	142	47	dft	dft	PROPN
easat-4697	142	48	)	)	PUNCT
easat-4697	142	49	.	.	PUNCT
easat-4697	142	50	.	.	PUNCT
easat-4697	143	1	https://doi.org/10.1109/dft56152.2022.9962356	https://doi.org/10.1109/dft56152.2022.9962356	NOUN
easat-4697	143	2	,	,	PUNCT
easat-4697	143	3	2022	2022	NUM
easat-4697	143	4	.	.	PUNCT
easat-4697	144	1	[	[	X
easat-4697	144	2	4	4	NUM
easat-4697	144	3	]	]	X
easat-4697	144	4	d.	d.	NOUN
easat-4697	144	5	cindori	cindori	PROPN
easat-4697	144	6	,	,	PUNCT
easat-4697	144	7	i.	i.	PROPN
easat-4697	144	8	tomičić	tomičić	PROPN
easat-4697	144	9	,	,	PUNCT
easat-4697	144	10	and	and	CCONJ
easat-4697	144	11	p.	p.	PROPN
easat-4697	144	12	grd	grd	NOUN
easat-4697	144	13	,	,	PUNCT
easat-4697	144	14	"	"	PUNCT
easat-4697	144	15	security	security	NOUN
easat-4697	144	16	hardening	hardening	NOUN
easat-4697	144	17	of	of	ADP
easat-4697	144	18	facial	facial	ADJ
easat-4697	144	19	recognition	recognition	NOUN
easat-4697	144	20	systems	system	NOUN
easat-4697	144	21	,	,	PUNCT
easat-4697	144	22	"	"	PUNCT
easat-4697	144	23	presented	present	VERB
easat-4697	144	24	at	at	ADP
easat-4697	144	25	the	the	DET
easat-4697	144	26	2021	2021	NUM
easat-4697	144	27	44th	44th	ADJ
easat-4697	144	28	international	international	ADJ
easat-4697	144	29	convention	convention	NOUN
easat-4697	144	30	on	on	ADP
easat-4697	144	31	information	information	NOUN
easat-4697	144	32	,	,	PUNCT
easat-4697	144	33	communication	communication	NOUN
easat-4697	144	34	and	and	CCONJ
easat-4697	144	35	electronic	electronic	ADJ
easat-4697	144	36	technology	technology	NOUN
easat-4697	144	37	(	(	PUNCT
easat-4697	144	38	mipro	mipro	NOUN
easat-4697	144	39	)	)	PUNCT
easat-4697	144	40	.	.	PUNCT
easat-4697	145	1	https://doi.org/10.23919/mipro52101.2021.9596961	https://doi.org/10.23919/mipro52101.2021.9596961	PROPN
easat-4697	145	2	,	,	PUNCT
easat-4697	145	3	2021	2021	NUM
easat-4697	145	4	.	.	PUNCT
easat-4697	146	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-4697	146	2	https://doi.org/10.1109/csci51800.2020.00024	https://doi.org/10.1109/csci51800.2020.00024	NOUN
easat-4697	146	3	https://doi.org/10.1109/sss47320.2020.9174202	https://doi.org/10.1109/sss47320.2020.9174202	PROPN
easat-4697	146	4	https://doi.org/10.1109/dft56152.2022.9962356	https://doi.org/10.1109/dft56152.2022.9962356	VERB
easat-4697	146	5	https://doi.org/10.23919/mipro52101.2021.9596961	https://doi.org/10.23919/mipro52101.2021.9596961	PROPN
easat-4697	146	6	1155	1155	NUM
easat-4697	146	7	edelweiss	edelweiss	PROPN
easat-4697	146	8	applied	apply	VERB
easat-4697	146	9	science	science	NOUN
easat-4697	146	10	and	and	CCONJ
easat-4697	146	11	technology	technology	NOUN
easat-4697	146	12	issn	issn	PROPN
easat-4697	146	13	:	:	PUNCT
easat-4697	146	14	2576	2576	NUM
easat-4697	146	15	-	-	SYM
easat-4697	146	16	8484	8484	NUM
easat-4697	146	17	vol	vol	NOUN
easat-4697	146	18	.	.	PROPN
easat-4697	147	1	9	9	NUM
easat-4697	147	2	,	,	PUNCT
easat-4697	147	3	no	no	INTJ
easat-4697	147	4	.	.	NOUN
easat-4697	147	5	2	2	NUM
easat-4697	147	6	:	:	PUNCT
easat-4697	147	7	1147	1147	NUM
easat-4697	147	8	-	-	SYM
easat-4697	147	9	1155	1155	NUM
easat-4697	147	10	,	,	PUNCT
easat-4697	147	11	2025	2025	NUM
easat-4697	147	12	doi	doi	NOUN
easat-4697	147	13	:	:	PUNCT
easat-4697	147	14	10.55214/25768484.v9i2.4697	10.55214/25768484.v9i2.4697	NUM
easat-4697	147	15	©	©	PROPN
easat-4697	147	16	2025	2025	NUM
easat-4697	147	17	by	by	ADP
easat-4697	147	18	the	the	DET
easat-4697	147	19	authors	author	NOUN
easat-4697	147	20	;	;	PUNCT
easat-4697	147	21	licensee	licensee	PROPN
easat-4697	147	22	learning	learning	NOUN
easat-4697	147	23	gate	gate	NOUN
easat-4697	148	1	[	[	X
easat-4697	148	2	5	5	NUM
easat-4697	148	3	]	]	PUNCT
easat-4697	148	4	p.	p.	NOUN
easat-4697	148	5	stöckle	stöckle	NOUN
easat-4697	148	6	,	,	PUNCT
easat-4697	148	7	b.	b.	PROPN
easat-4697	148	8	grobauer	grobauer	PROPN
easat-4697	148	9	,	,	PUNCT
easat-4697	148	10	and	and	CCONJ
easat-4697	148	11	a.	a.	NOUN
easat-4697	148	12	pretschner	pretschner	NOUN
easat-4697	148	13	,	,	PUNCT
easat-4697	148	14	"	"	PUNCT
easat-4697	148	15	automated	automate	VERB
easat-4697	148	16	implementation	implementation	NOUN
easat-4697	148	17	of	of	ADP
easat-4697	148	18	windows	window	NOUN
easat-4697	148	19	-	-	PUNCT
easat-4697	148	20	related	relate	VERB
easat-4697	148	21	security	security	NOUN
easat-4697	148	22	-	-	PUNCT
easat-4697	148	23	configuration	configuration	NOUN
easat-4697	148	24	guides	guide	NOUN
easat-4697	148	25	,	,	PUNCT
easat-4697	148	26	"	"	PUNCT
easat-4697	148	27	presented	present	VERB
easat-4697	148	28	at	at	ADP
easat-4697	148	29	the	the	DET
easat-4697	148	30	2020	2020	NUM
easat-4697	148	31	35th	35th	ADJ
easat-4697	148	32	ieee	ieee	NOUN
easat-4697	148	33	/	/	SYM
easat-4697	148	34	acm	acm	PROPN
easat-4697	148	35	international	international	ADJ
easat-4697	148	36	conference	conference	NOUN
easat-4697	148	37	on	on	ADP
easat-4697	148	38	automated	automate	VERB
easat-4697	148	39	software	software	NOUN
easat-4697	148	40	engineering	engineering	NOUN
easat-4697	148	41	(	(	PUNCT
easat-4697	148	42	ase	ase	NOUN
easat-4697	148	43	)	)	PUNCT
easat-4697	148	44	.	.	PUNCT
easat-4697	149	1	https://doi.org/10.1145/3324884.3416540	https://doi.org/10.1145/3324884.3416540	PROPN
easat-4697	149	2	,	,	PUNCT
easat-4697	149	3	2020	2020	NUM
easat-4697	149	4	.	.	PUNCT
easat-4697	150	1	[	[	X
easat-4697	150	2	6	6	NUM
easat-4697	150	3	]	]	PUNCT
easat-4697	150	4	j.	j.	PROPN
easat-4697	150	5	he	he	PROPN
easat-4697	150	6	and	and	CCONJ
easat-4697	150	7	m.	m.	NOUN
easat-4697	150	8	t.	t.	PROPN
easat-4697	150	9	vechev	vechev	PROPN
easat-4697	150	10	,	,	PUNCT
easat-4697	150	11	"	"	PUNCT
easat-4697	150	12	large	large	ADJ
easat-4697	150	13	language	language	NOUN
easat-4697	150	14	models	model	NOUN
easat-4697	150	15	for	for	ADP
easat-4697	150	16	code	code	NOUN
easat-4697	150	17	:	:	PUNCT
easat-4697	150	18	security	security	NOUN
easat-4697	150	19	hardening	hardening	NOUN
easat-4697	150	20	and	and	CCONJ
easat-4697	150	21	adversarial	adversarial	ADJ
easat-4697	150	22	testing	testing	NOUN
easat-4697	150	23	,	,	PUNCT
easat-4697	150	24	"	"	PUNCT
easat-4697	150	25	in	in	ADP
easat-4697	150	26	proceedings	proceeding	NOUN
easat-4697	150	27	of	of	ADP
easat-4697	150	28	the	the	DET
easat-4697	150	29	2023	2023	NUM
easat-4697	150	30	acm	acm	PROPN
easat-4697	150	31	sigsac	sigsac	NOUN
easat-4697	150	32	conference	conference	NOUN
easat-4697	150	33	on	on	ADP
easat-4697	150	34	computer	computer	NOUN
easat-4697	150	35	and	and	CCONJ
easat-4697	150	36	communications	communication	NOUN
easat-4697	150	37	security	security	NOUN
easat-4697	150	38	.	.	PUNCT
easat-4697	151	1	https://doi.org/10.1145/3576915.3623175	https://doi.org/10.1145/3576915.3623175	PROPN
easat-4697	151	2	,	,	PUNCT
easat-4697	151	3	2023	2023	NUM
easat-4697	151	4	.	.	PUNCT
easat-4697	152	1	[	[	X
easat-4697	152	2	7	7	X
easat-4697	152	3	]	]	X
easat-4697	152	4	g.	g.	PROPN
easat-4697	152	5	salazar	salazar	PROPN
easat-4697	152	6	-	-	PUNCT
easat-4697	152	7	chacón	chacón	PROPN
easat-4697	152	8	and	and	CCONJ
easat-4697	152	9	d.	d.	PROPN
easat-4697	152	10	m.	m.	PROPN
easat-4697	152	11	parra	parra	PROPN
easat-4697	152	12	,	,	PUNCT
easat-4697	152	13	"	"	PUNCT
easat-4697	152	14	infrastructure	infrastructure	NOUN
easat-4697	152	15	-	-	PUNCT
easat-4697	152	16	as	as	ADP
easat-4697	152	17	-	-	PUNCT
easat-4697	152	18	code	code	NOUN
easat-4697	152	19	in	in	ADP
easat-4697	152	20	open	open	ADJ
easat-4697	152	21	-	-	PUNCT
easat-4697	152	22	networking	networking	NOUN
easat-4697	152	23	:	:	PUNCT
easat-4697	152	24	git	git	NOUN
easat-4697	152	25	,	,	PUNCT
easat-4697	152	26	ansible	ansible	ADJ
easat-4697	152	27	,	,	PUNCT
easat-4697	152	28	and	and	CCONJ
easat-4697	152	29	cumulus	cumulus	NOUN
easat-4697	152	30	-	-	PUNCT
easat-4697	152	31	linux	linux	NOUN
easat-4697	152	32	case	case	NOUN
easat-4697	152	33	study	study	NOUN
easat-4697	152	34	,	,	PUNCT
easat-4697	152	35	"	"	PUNCT
easat-4697	152	36	2023	2023	NUM
easat-4697	152	37	ieee	ieee	NOUN
easat-4697	152	38	13th	13th	NOUN
easat-4697	152	39	annual	annual	ADJ
easat-4697	152	40	computing	computing	NOUN
easat-4697	152	41	and	and	CCONJ
easat-4697	152	42	communication	communication	NOUN
easat-4697	152	43	workshop	workshop	NOUN
easat-4697	152	44	and	and	CCONJ
easat-4697	152	45	conference	conference	NOUN
easat-4697	152	46	(	(	PUNCT
easat-4697	152	47	ccwc	ccwc	PROPN
easat-4697	152	48	)	)	PUNCT
easat-4697	152	49	.	.	PUNCT
easat-4697	153	1	https://doi.org/10.1109/ccwc57344.2023.10099084	https://doi.org/10.1109/ccwc57344.2023.10099084	PROPN
easat-4697	153	2	,	,	PUNCT
easat-4697	153	3	2023	2023	NUM
easat-4697	153	4	.	.	PUNCT
easat-4697	154	1	[	[	X
easat-4697	154	2	8	8	NUM
easat-4697	154	3	]	]	PUNCT
easat-4697	154	4	z.	z.	PROPN
easat-4697	154	5	huang	huang	PROPN
easat-4697	154	6	,	,	PUNCT
easat-4697	154	7	g.	g.	PROPN
easat-4697	154	8	tan	tan	PROPN
easat-4697	154	9	,	,	PUNCT
easat-4697	154	10	and	and	CCONJ
easat-4697	154	11	x.	x.	PROPN
easat-4697	154	12	yu	yu	PROPN
easat-4697	154	13	,	,	PUNCT
easat-4697	154	14	"	"	PUNCT
easat-4697	154	15	mitigating	mitigate	VERB
easat-4697	154	16	vulnerabilities	vulnerability	NOUN
easat-4697	154	17	in	in	ADP
easat-4697	154	18	closed	closed	ADJ
easat-4697	154	19	source	source	NOUN
easat-4697	154	20	software	software	NOUN
easat-4697	154	21	,	,	PUNCT
easat-4697	154	22	"	"	PUNCT
easat-4697	154	23	eai	eai	PROPN
easat-4697	154	24	endorsed	endorse	VERB
easat-4697	154	25	trans	tran	NOUN
easat-4697	154	26	.	.	PUNCT
easat-4697	155	1	security	security	NOUN
easat-4697	155	2	safety	safety	NOUN
easat-4697	155	3	,	,	PUNCT
easat-4697	155	4	vol	vol	NOUN
easat-4697	155	5	.	.	PROPN
easat-4697	155	6	8	8	NUM
easat-4697	155	7	,	,	PUNCT
easat-4697	155	8	no	no	INTJ
easat-4697	155	9	.	.	NOUN
easat-4697	155	10	30	30	NUM
easat-4697	155	11	,	,	PUNCT
easat-4697	155	12	pp	pp	PROPN
easat-4697	155	13	.	.	PUNCT
easat-4697	156	1	e1	e1	NOUN
easat-4697	156	2	-	-	PUNCT
easat-4697	156	3	e4	e4	PROPN
easat-4697	156	4	,	,	PUNCT
easat-4697	156	5	2022	2022	NUM
easat-4697	156	6	.	.	PUNCT
easat-4697	157	1	https://doi.org/10.4108/eetss.v8i30.253	https://doi.org/10.4108/eetss.v8i30.253	PROPN
easat-4697	158	1	[	[	X
easat-4697	158	2	9	9	NUM
easat-4697	158	3	]	]	X
easat-4697	158	4	v.	v.	CCONJ
easat-4697	158	5	duta	duta	PROPN
easat-4697	158	6	,	,	PUNCT
easat-4697	158	7	c.	c.	PROPN
easat-4697	158	8	giuffrida	giuffrida	PROPN
easat-4697	158	9	,	,	PUNCT
easat-4697	158	10	h.	h.	PROPN
easat-4697	158	11	bos	bos	PROPN
easat-4697	158	12	,	,	PUNCT
easat-4697	158	13	and	and	CCONJ
easat-4697	158	14	e.	e.	PROPN
easat-4697	158	15	van	van	PROPN
easat-4697	158	16	der	der	PROPN
easat-4697	158	17	kouwe	kouwe	PROPN
easat-4697	158	18	,	,	PUNCT
easat-4697	158	19	"	"	PUNCT
easat-4697	158	20	pibe	pibe	ADJ
easat-4697	158	21	:	:	PUNCT
easat-4697	158	22	practical	practical	ADJ
easat-4697	158	23	kernel	kernel	NOUN
easat-4697	158	24	control	control	NOUN
easat-4697	158	25	-	-	PUNCT
easat-4697	158	26	flow	flow	NOUN
easat-4697	158	27	hardening	hardening	NOUN
easat-4697	158	28	with	with	ADP
easat-4697	158	29	profileguided	profileguide	VERB
easat-4697	158	30	indirect	indirect	ADJ
easat-4697	158	31	branch	branch	NOUN
easat-4697	158	32	elimination	elimination	NOUN
easat-4697	158	33	,	,	PUNCT
easat-4697	158	34	"	"	PUNCT
easat-4697	158	35	in	in	ADP
easat-4697	158	36	proceedings	proceeding	NOUN
easat-4697	158	37	of	of	ADP
easat-4697	158	38	the	the	DET
easat-4697	158	39	26th	26th	ADJ
easat-4697	158	40	acm	acm	PROPN
easat-4697	158	41	international	international	ADJ
easat-4697	158	42	conference	conference	NOUN
easat-4697	158	43	on	on	ADP
easat-4697	158	44	architectural	architectural	ADJ
easat-4697	158	45	support	support	NOUN
easat-4697	158	46	for	for	ADP
easat-4697	158	47	programming	programming	NOUN
easat-4697	158	48	languages	language	NOUN
easat-4697	158	49	and	and	CCONJ
easat-4697	158	50	operating	operating	NOUN
easat-4697	158	51	systems	system	NOUN
easat-4697	158	52	.	.	PUNCT
easat-4697	159	1	https://doi.org/10.1145/3445814.3446740	https://doi.org/10.1145/3445814.3446740	NOUN
easat-4697	159	2	,	,	PUNCT
easat-4697	159	3	2021	2021	NUM
easat-4697	159	4	.	.	PUNCT
easat-4697	160	1	[	[	X
easat-4697	160	2	10	10	NUM
easat-4697	160	3	]	]	PUNCT
easat-4697	160	4	p.	p.	NOUN
easat-4697	160	5	stöckle	stöckle	ADJ
easat-4697	160	6	,	,	PUNCT
easat-4697	160	7	i.	i.	PROPN
easat-4697	160	8	pruteanu	pruteanu	PROPN
easat-4697	160	9	,	,	PUNCT
easat-4697	160	10	b.	b.	PROPN
easat-4697	160	11	grobauer	grobauer	PROPN
easat-4697	160	12	,	,	PUNCT
easat-4697	160	13	and	and	CCONJ
easat-4697	160	14	a.	a.	NOUN
easat-4697	160	15	pretschner	pretschner	NOUN
easat-4697	160	16	,	,	PUNCT
easat-4697	160	17	"	"	PUNCT
easat-4697	160	18	hardening	harden	VERB
easat-4697	160	19	with	with	ADP
easat-4697	160	20	scapolite	scapolite	NOUN
easat-4697	160	21	:	:	PUNCT
easat-4697	160	22	a	a	DET
easat-4697	160	23	devops	devop	NOUN
easat-4697	160	24	-	-	PUNCT
easat-4697	160	25	based	base	VERB
easat-4697	160	26	approach	approach	NOUN
easat-4697	160	27	for	for	ADP
easat-4697	160	28	improved	improved	ADJ
easat-4697	160	29	authoring	authoring	NOUN
easat-4697	160	30	and	and	CCONJ
easat-4697	160	31	testing	testing	NOUN
easat-4697	160	32	of	of	ADP
easat-4697	160	33	security	security	NOUN
easat-4697	160	34	-	-	PUNCT
easat-4697	160	35	configuration	configuration	NOUN
easat-4697	160	36	guides	guide	NOUN
easat-4697	160	37	in	in	ADP
easat-4697	160	38	large	large	ADJ
easat-4697	160	39	-	-	PUNCT
easat-4697	160	40	scale	scale	NOUN
easat-4697	160	41	organizations	organization	NOUN
easat-4697	160	42	,	,	PUNCT
easat-4697	160	43	"	"	PUNCT
easat-4697	160	44	in	in	ADP
easat-4697	160	45	proceedings	proceeding	NOUN
easat-4697	160	46	of	of	ADP
easat-4697	160	47	the	the	DET
easat-4697	160	48	twelfth	twelfth	ADJ
easat-4697	160	49	acm	acm	NOUN
easat-4697	160	50	conference	conference	NOUN
easat-4697	160	51	on	on	ADP
easat-4697	160	52	data	datum	NOUN
easat-4697	160	53	and	and	CCONJ
easat-4697	160	54	application	application	NOUN
easat-4697	160	55	security	security	NOUN
easat-4697	160	56	and	and	CCONJ
easat-4697	160	57	privacy	privacy	NOUN
easat-4697	160	58	.	.	PUNCT
easat-4697	161	1	https://doi.org/10.1145/3508398.3511525	https://doi.org/10.1145/3508398.3511525	NOUN
easat-4697	161	2	,	,	PUNCT
easat-4697	161	3	2022	2022	NUM
easat-4697	161	4	.	.	PUNCT
easat-4697	162	1	[	[	X
easat-4697	162	2	11	11	NUM
easat-4697	162	3	]	]	X
easat-4697	162	4	g.	g.	PROPN
easat-4697	162	5	amarchand	amarchand	PROPN
easat-4697	162	6	,	,	PUNCT
easat-4697	162	7	p.	p.	PROPN
easat-4697	162	8	brown	brown	PROPN
easat-4697	162	9	,	,	PUNCT
easat-4697	162	10	and	and	CCONJ
easat-4697	162	11	t.	t.	PROPN
easat-4697	162	12	mahoney	mahoney	PROPN
easat-4697	162	13	,	,	PUNCT
easat-4697	162	14	"	"	PUNCT
easat-4697	162	15	linux	linux	NOUN
easat-4697	162	16	security	security	NOUN
easat-4697	162	17	,	,	PUNCT
easat-4697	162	18	"	"	PUNCT
easat-4697	162	19	advances	advance	NOUN
easat-4697	162	20	in	in	ADP
easat-4697	162	21	engineering	engineering	NOUN
easat-4697	162	22	innovation	innovation	NOUN
easat-4697	162	23	,	,	PUNCT
easat-4697	162	24	vol	vol	NOUN
easat-4697	162	25	.	.	PROPN
easat-4697	163	1	2	2	NUM
easat-4697	163	2	,	,	PUNCT
easat-4697	163	3	pp	pp	ADJ
easat-4697	163	4	.	.	PUNCT
easat-4697	164	1	17	17	NUM
easat-4697	164	2	-	-	SYM
easat-4697	164	3	20	20	NUM
easat-4697	164	4	,	,	PUNCT
easat-4697	164	5	2023	2023	NUM
easat-4697	164	6	.	.	PUNCT
easat-4697	165	1	https://doi.org/10.54254/2977-3903/2/2023015	https://doi.org/10.54254/2977-3903/2/2023015	PROPN
easat-4697	166	1	[	[	X
easat-4697	166	2	12	12	NUM
easat-4697	166	3	]	]	PUNCT
easat-4697	166	4	f.	f.	PROPN
easat-4697	166	5	franzen	franzen	PROPN
easat-4697	166	6	,	,	PUNCT
easat-4697	166	7	a.	a.	PROPN
easat-4697	166	8	c.	c.	PROPN
easat-4697	166	9	wilhelmer	wilhelmer	PROPN
easat-4697	166	10	,	,	PUNCT
easat-4697	166	11	and	and	CCONJ
easat-4697	166	12	j.	j.	PROPN
easat-4697	166	13	grossklags	grossklags	PROPN
easat-4697	166	14	,	,	PUNCT
easat-4697	166	15	"	"	PUNCT
easat-4697	166	16	rand	rand	NOUN
easat-4697	166	17	compile	compile	NOUN
easat-4697	166	18	:	:	PUNCT
easat-4697	166	19	removing	remove	VERB
easat-4697	166	20	forensic	forensic	ADJ
easat-4697	166	21	gadgets	gadget	NOUN
easat-4697	166	22	from	from	ADP
easat-4697	166	23	the	the	DET
easat-4697	166	24	linux	linux	PROPN
easat-4697	166	25	kernel	kernel	PROPN
easat-4697	166	26	to	to	PART
easat-4697	166	27	combat	combat	VERB
easat-4697	166	28	its	its	PRON
easat-4697	166	29	analysis	analysis	NOUN
easat-4697	166	30	,	,	PUNCT
easat-4697	166	31	"	"	PUNCT
easat-4697	166	32	in	in	ADP
easat-4697	166	33	proceedings	proceeding	NOUN
easat-4697	166	34	of	of	ADP
easat-4697	166	35	the	the	DET
easat-4697	166	36	39th	39th	ADJ
easat-4697	166	37	annual	annual	ADJ
easat-4697	166	38	computer	computer	NOUN
easat-4697	166	39	security	security	NOUN
easat-4697	166	40	applications	application	NOUN
easat-4697	166	41	conference	conference	NOUN
easat-4697	166	42	.	.	PUNCT
easat-4697	167	1	https://doi.org/10.1145/3627106.3627197	https://doi.org/10.1145/3627106.3627197	NOUN
easat-4697	167	2	,	,	PUNCT
easat-4697	167	3	2023	2023	NUM
easat-4697	167	4	.	.	PUNCT
easat-4697	168	1	[	[	X
easat-4697	168	2	13	13	NUM
easat-4697	168	3	]	]	PUNCT
easat-4697	168	4	j.	j.	PROPN
easat-4697	168	5	yin	yin	PROPN
easat-4697	168	6	,	,	PUNCT
easat-4697	168	7	y.	y.	PROPN
easat-4697	168	8	ishikawa	ishikawa	PROPN
easat-4697	168	9	,	,	PUNCT
easat-4697	168	10	and	and	CCONJ
easat-4697	168	11	a.	a.	NOUN
easat-4697	168	12	takefusa	takefusa	NOUN
easat-4697	168	13	,	,	PUNCT
easat-4697	168	14	"	"	PUNCT
easat-4697	168	15	a	a	DET
easat-4697	168	16	linux	linux	NOUN
easat-4697	168	17	audit	audit	NOUN
easat-4697	168	18	and	and	CCONJ
easat-4697	168	19	mqtt	mqtt	NOUN
easat-4697	168	20	-	-	PUNCT
easat-4697	168	21	based	base	VERB
easat-4697	168	22	security	security	NOUN
easat-4697	168	23	monitoring	monitoring	NOUN
easat-4697	168	24	framework	framework	NOUN
easat-4697	168	25	,	,	PUNCT
easat-4697	168	26	"	"	PUNCT
easat-4697	168	27	2023	2023	NUM
easat-4697	168	28	ieee	ieee	NOUN
easat-4697	168	29	47th	47th	ADJ
easat-4697	168	30	annual	annual	ADJ
easat-4697	168	31	computers	computer	NOUN
easat-4697	168	32	,	,	PUNCT
easat-4697	168	33	software	software	NOUN
easat-4697	168	34	,	,	PUNCT
easat-4697	168	35	and	and	CCONJ
easat-4697	168	36	applications	application	NOUN
easat-4697	168	37	conference	conference	NOUN
easat-4697	168	38	(	(	PUNCT
easat-4697	168	39	compsac	compsac	NOUN
easat-4697	168	40	)	)	PUNCT
easat-4697	168	41	.	.	PUNCT
easat-4697	169	1	https://doi.org/10.1109/compsac57700.2023.00090	https://doi.org/10.1109/compsac57700.2023.00090	PROPN
easat-4697	169	2	,	,	PUNCT
easat-4697	169	3	2023	2023	NUM
easat-4697	169	4	.	.	PUNCT
easat-4697	170	1	[	[	X
easat-4697	170	2	14	14	NUM
easat-4697	170	3	]	]	X
easat-4697	170	4	b.	b.	PROPN
easat-4697	170	5	potteiger	potteiger	PROPN
easat-4697	170	6	,	,	PUNCT
easat-4697	170	7	z.	z.	PROPN
easat-4697	170	8	zhang	zhang	PROPN
easat-4697	170	9	,	,	PUNCT
easat-4697	170	10	and	and	CCONJ
easat-4697	170	11	x.	x.	NOUN
easat-4697	170	12	koutsoukos	koutsoukos	PROPN
easat-4697	170	13	,	,	PUNCT
easat-4697	170	14	"	"	PUNCT
easat-4697	170	15	integrated	integrated	ADJ
easat-4697	170	16	moving	moving	NOUN
easat-4697	170	17	target	target	NOUN
easat-4697	170	18	defense	defense	NOUN
easat-4697	170	19	and	and	CCONJ
easat-4697	170	20	control	control	NOUN
easat-4697	170	21	reconfiguration	reconfiguration	NOUN
easat-4697	170	22	for	for	ADP
easat-4697	170	23	securing	secure	VERB
easat-4697	170	24	cyber	cyber	NOUN
easat-4697	170	25	-	-	PUNCT
easat-4697	170	26	physical	physical	ADJ
easat-4697	170	27	systems	system	NOUN
easat-4697	170	28	,	,	PUNCT
easat-4697	170	29	"	"	PUNCT
easat-4697	170	30	microprocess	microprocess	NOUN
easat-4697	170	31	,	,	PUNCT
easat-4697	170	32	"	"	PUNCT
easat-4697	170	33	microsystems	microsystem	NOUN
easat-4697	170	34	,	,	PUNCT
easat-4697	170	35	vol	vol	NOUN
easat-4697	170	36	.	.	PROPN
easat-4697	170	37	73	73	NUM
easat-4697	170	38	,	,	PUNCT
easat-4697	170	39	p.	p.	NOUN
easat-4697	170	40	102954	102954	NUM
easat-4697	170	41	,	,	PUNCT
easat-4697	170	42	2020	2020	NUM
easat-4697	170	43	.	.	PUNCT
easat-4697	171	1	https://doi.org/10.1016/j.micpro.2019.102954	https://doi.org/10.1016/j.micpro.2019.102954	PROPN
easat-4697	171	2	[	[	X
easat-4697	171	3	15	15	X
easat-4697	171	4	]	]	X
easat-4697	171	5	p.	p.	PROPN
easat-4697	171	6	wang	wang	PROPN
easat-4697	171	7	,	,	PUNCT
easat-4697	171	8	j.	j.	PROPN
easat-4697	171	9	bangert	bangert	PROPN
easat-4697	171	10	,	,	PUNCT
easat-4697	171	11	and	and	CCONJ
easat-4697	171	12	c.	c.	PROPN
easat-4697	171	13	kern	kern	PROPN
easat-4697	171	14	,	,	PUNCT
easat-4697	171	15	"	"	PUNCT
easat-4697	171	16	if	if	SCONJ
easat-4697	171	17	it	it	PRON
easat-4697	171	18	’s	’	VERB
easat-4697	171	19	not	not	PART
easat-4697	171	20	secure	secure	ADJ
easat-4697	171	21	,	,	PUNCT
easat-4697	171	22	it	it	PRON
easat-4697	171	23	should	should	AUX
easat-4697	171	24	not	not	PART
easat-4697	171	25	compile	compile	VERB
easat-4697	171	26	:	:	PUNCT
easat-4697	171	27	preventing	prevent	VERB
easat-4697	171	28	dom	dom	NOUN
easat-4697	171	29	-	-	PUNCT
easat-4697	171	30	based	base	VERB
easat-4697	171	31	xss	xss	NOUN
easat-4697	171	32	in	in	ADP
easat-4697	171	33	largescale	largescale	NOUN
easat-4697	171	34	web	web	NOUN
easat-4697	171	35	development	development	NOUN
easat-4697	171	36	with	with	ADP
easat-4697	171	37	api	api	NOUN
easat-4697	171	38	hardening	hardening	NOUN
easat-4697	171	39	,	,	PUNCT
easat-4697	171	40	"	"	PUNCT
easat-4697	171	41	presented	present	VERB
easat-4697	171	42	at	at	ADP
easat-4697	171	43	the	the	DET
easat-4697	171	44	2021	2021	NUM
easat-4697	171	45	ieee	ieee	NOUN
easat-4697	171	46	/	/	SYM
easat-4697	171	47	acm	acm	PROPN
easat-4697	171	48	43rd	43rd	PROPN
easat-4697	171	49	international	international	ADJ
easat-4697	171	50	conference	conference	NOUN
easat-4697	171	51	on	on	ADP
easat-4697	171	52	software	software	NOUN
easat-4697	171	53	engineering	engineering	NOUN
easat-4697	171	54	(	(	PUNCT
easat-4697	171	55	icse	icse	PROPN
easat-4697	171	56	)	)	PUNCT
easat-4697	171	57	.	.	PUNCT
easat-4697	172	1	https://doi.org/10.1109/icse43902.2021.00123	https://doi.org/10.1109/icse43902.2021.00123	NOUN
easat-4697	172	2	,	,	PUNCT
easat-4697	172	3	2021	2021	NUM
easat-4697	172	4	.	.	PUNCT
easat-4697	173	1	[	[	X
easat-4697	173	2	16	16	NUM
easat-4697	173	3	]	]	PUNCT
easat-4697	173	4	j.	j.	PROPN
easat-4697	173	5	carrillo	carrillo	PROPN
easat-4697	173	6	-	-	PUNCT
easat-4697	173	7	mondéjar	mondéjar	PROPN
easat-4697	173	8	,	,	PUNCT
easat-4697	173	9	h.	h.	PROPN
easat-4697	173	10	turtiainen	turtiainen	PROPN
easat-4697	173	11	,	,	PUNCT
easat-4697	173	12	a.	a.	PROPN
easat-4697	173	13	costin	costin	PROPN
easat-4697	173	14	,	,	PUNCT
easat-4697	173	15	j.	j.	PROPN
easat-4697	173	16	l.	l.	PROPN
easat-4697	173	17	martínez	martínez	PROPN
easat-4697	173	18	,	,	PUNCT
easat-4697	173	19	and	and	CCONJ
easat-4697	173	20	g.	g.	PROPN
easat-4697	173	21	suarez	suarez	PROPN
easat-4697	173	22	-	-	PUNCT
easat-4697	173	23	tangil	tangil	NOUN
easat-4697	173	24	,	,	PUNCT
easat-4697	173	25	"	"	PUNCT
easat-4697	173	26	hale	hale	PROPN
easat-4697	173	27	-	-	PUNCT
easat-4697	173	28	iot	iot	NOUN
easat-4697	173	29	:	:	PUNCT
easat-4697	173	30	hardening	harden	VERB
easat-4697	173	31	legacy	legacy	NOUN
easat-4697	173	32	internet	internet	NOUN
easat-4697	173	33	of	of	ADP
easat-4697	173	34	things	thing	NOUN
easat-4697	173	35	devices	device	NOUN
easat-4697	173	36	by	by	ADP
easat-4697	173	37	retrofitting	retrofit	VERB
easat-4697	173	38	defensive	defensive	ADJ
easat-4697	173	39	firmware	firmware	NOUN
easat-4697	173	40	modifications	modification	NOUN
easat-4697	173	41	and	and	CCONJ
easat-4697	173	42	implants	implant	NOUN
easat-4697	173	43	,	,	PUNCT
easat-4697	173	44	"	"	PUNCT
easat-4697	173	45	ieee	ieee	NOUN
easat-4697	173	46	internet	internet	NOUN
easat-4697	173	47	of	of	ADP
easat-4697	173	48	things	thing	NOUN
easat-4697	173	49	journal	journal	NOUN
easat-4697	173	50	,	,	PUNCT
easat-4697	173	51	vol	vol	NOUN
easat-4697	173	52	.	.	PROPN
easat-4697	173	53	10	10	NUM
easat-4697	173	54	,	,	PUNCT
easat-4697	173	55	no	no	INTJ
easat-4697	173	56	.	.	NOUN
easat-4697	173	57	10	10	NUM
easat-4697	173	58	,	,	PUNCT
easat-4697	173	59	pp	pp	ADJ
easat-4697	173	60	.	.	PUNCT
easat-4697	173	61	8371	8371	NUM
easat-4697	173	62	-	-	SYM
easat-4697	173	63	8394	8394	NUM
easat-4697	173	64	,	,	PUNCT
easat-4697	173	65	2023	2023	NUM
easat-4697	173	66	.	.	PUNCT
easat-4697	174	1	https://doi.org/10.1109/jiot.2022.3224649	https://doi.org/10.1109/jiot.2022.3224649	NOUN
easat-4697	175	1	[	[	X
easat-4697	175	2	17	17	NUM
easat-4697	175	3	]	]	X
easat-4697	175	4	c.	c.	PROPN
easat-4697	175	5	spensky	spensky	PROPN
easat-4697	175	6	et	et	PROPN
easat-4697	175	7	al	al	PROPN
easat-4697	175	8	.	.	PROPN
easat-4697	175	9	,	,	PUNCT
easat-4697	175	10	"	"	PUNCT
easat-4697	175	11	trust.io	trust.io	NUM
easat-4697	175	12	:	:	PUNCT
easat-4697	175	13	protecting	protect	VERB
easat-4697	175	14	physical	physical	ADJ
easat-4697	175	15	interfaces	interface	NOUN
easat-4697	175	16	on	on	ADP
easat-4697	175	17	cyber	cyber	ADJ
easat-4697	175	18	-	-	PUNCT
easat-4697	175	19	physical	physical	ADJ
easat-4697	175	20	systems	system	NOUN
easat-4697	175	21	,	,	PUNCT
easat-4697	175	22	"	"	PUNCT
easat-4697	175	23	presented	present	VERB
easat-4697	175	24	at	at	ADP
easat-4697	175	25	the	the	DET
easat-4697	175	26	2020	2020	NUM
easat-4697	175	27	ieee	ieee	NOUN
easat-4697	175	28	conference	conference	NOUN
easat-4697	175	29	on	on	ADP
easat-4697	175	30	communications	communication	NOUN
easat-4697	175	31	and	and	CCONJ
easat-4697	175	32	network	network	NOUN
easat-4697	175	33	security	security	NOUN
easat-4697	175	34	(	(	PUNCT
easat-4697	175	35	cns	cns	NOUN
easat-4697	175	36	)	)	PUNCT
easat-4697	175	37	.	.	PUNCT
easat-4697	176	1	https://doi.org/10.1109/cns48642.2020.9162246	https://doi.org/10.1109/cns48642.2020.9162246	PROPN
easat-4697	176	2	,	,	PUNCT
easat-4697	176	3	2020	2020	NUM
easat-4697	176	4	.	.	PUNCT
easat-4697	177	1	https://doi.org/10.1145/3324884.3416540	https://doi.org/10.1145/3324884.3416540	PROPN
easat-4697	177	2	https://doi.org/10.1145/3576915.3623175	https://doi.org/10.1145/3576915.3623175	PROPN
easat-4697	178	1	https://doi.org/10.1109/ccwc57344.2023.10099084	https://doi.org/10.1109/ccwc57344.2023.10099084	NOUN
easat-4697	178	2	https://doi.org/10.4108/eetss.v8i30.253	https://doi.org/10.4108/eetss.v8i30.253	PROPN
easat-4697	178	3	https://doi.org/10.1145/3445814.3446740	https://doi.org/10.1145/3445814.3446740	NOUN
easat-4697	178	4	https://doi.org/10.1145/3508398.3511525	https://doi.org/10.1145/3508398.3511525	NOUN
easat-4697	179	1	https://doi.org/10.54254/2977-3903/2/2023015	https://doi.org/10.54254/2977-3903/2/2023015	PROPN
easat-4697	179	2	https://doi.org/10.1145/3627106.3627197	https://doi.org/10.1145/3627106.3627197	VERB
easat-4697	179	3	https://doi.org/10.1109/compsac57700.2023.00090	https://doi.org/10.1109/compsac57700.2023.00090	PROPN
easat-4697	179	4	https://doi.org/10.1016/j.micpro.2019.102954	https://doi.org/10.1016/j.micpro.2019.102954	PROPN
easat-4697	179	5	https://doi.org/10.1109/icse43902.2021.00123	https://doi.org/10.1109/icse43902.2021.00123	PROPN
easat-4697	179	6	https://doi.org/10.1109/jiot.2022.3224649	https://doi.org/10.1109/jiot.2022.3224649	PROPN
easat-4697	179	7	https://doi.org/10.1109/cns48642.2020.9162246	https://doi.org/10.1109/cns48642.2020.9162246	X