id	sid	tid	token	lemma	pos
easat-4153	1	1	edelweiss	edelweiss	PROPN
easat-4153	1	2	applied	apply	VERB
easat-4153	1	3	science	science	NOUN
easat-4153	1	4	and	and	CCONJ
easat-4153	1	5	technology	technology	NOUN
easat-4153	1	6	issn	issn	PROPN
easat-4153	1	7	:	:	PUNCT
easat-4153	1	8	2576	2576	NUM
easat-4153	1	9	-	-	SYM
easat-4153	1	10	8484	8484	NUM
easat-4153	1	11	vol	vol	NOUN
easat-4153	1	12	.	.	PROPN
easat-4153	2	1	9	9	NUM
easat-4153	2	2	,	,	PUNCT
easat-4153	2	3	no	no	INTJ
easat-4153	2	4	.	.	NOUN
easat-4153	2	5	1	1	NUM
easat-4153	2	6	,	,	PUNCT
easat-4153	2	7	393	393	NUM
easat-4153	2	8	-	-	SYM
easat-4153	2	9	402	402	NUM
easat-4153	2	10	2025	2025	NUM
easat-4153	2	11	publisher	publisher	NOUN
easat-4153	2	12	:	:	PUNCT
easat-4153	2	13	learning	learn	VERB
easat-4153	2	14	gate	gate	NOUN
easat-4153	2	15	doi	doi	PROPN
easat-4153	2	16	:	:	PUNCT
easat-4153	2	17	10.55214/25768484.v9i1.4153	10.55214/25768484.v9i1.4153	NUM
easat-4153	2	18	©	©	PROPN
easat-4153	2	19	2025	2025	NUM
easat-4153	2	20	by	by	ADP
easat-4153	2	21	the	the	DET
easat-4153	2	22	authors	author	NOUN
easat-4153	2	23	;	;	PUNCT
easat-4153	2	24	licensee	licensee	PROPN
easat-4153	2	25	learning	learning	NOUN
easat-4153	2	26	gate	gate	NOUN
easat-4153	3	1	©	©	PROPN
easat-4153	3	2	2025	2025	NUM
easat-4153	3	3	by	by	ADP
easat-4153	3	4	the	the	DET
easat-4153	3	5	authors	author	NOUN
easat-4153	3	6	;	;	PUNCT
easat-4153	3	7	licensee	licensee	PROPN
easat-4153	3	8	learning	learning	NOUN
easat-4153	3	9	gate	gate	NOUN
easat-4153	3	10	history	history	NOUN
easat-4153	3	11	:	:	PUNCT
easat-4153	3	12	received	receive	VERB
easat-4153	3	13	:	:	PUNCT
easat-4153	3	14	25	25	NUM
easat-4153	3	15	november	november	PROPN
easat-4153	3	16	2024	2024	NUM
easat-4153	3	17	;	;	PUNCT
easat-4153	3	18	revised	revise	VERB
easat-4153	3	19	:	:	PUNCT
easat-4153	3	20	23	23	NUM
easat-4153	3	21	december	december	PROPN
easat-4153	3	22	2024	2024	NUM
easat-4153	3	23	;	;	PUNCT
easat-4153	3	24	accepted	accept	VERB
easat-4153	3	25	:	:	PUNCT
easat-4153	3	26	1	1	NUM
easat-4153	3	27	january	january	NOUN
easat-4153	3	28	2025	2025	NUM
easat-4153	3	29	;	;	PUNCT
easat-4153	3	30	published	publish	VERB
easat-4153	3	31	:	:	PUNCT
easat-4153	4	1	9	9	NUM
easat-4153	4	2	january	january	NOUN
easat-4153	4	3	2025	2025	NUM
easat-4153	4	4	*	*	PUNCT
easat-4153	4	5	correspondence	correspondence	NOUN
easat-4153	4	6	:	:	PUNCT
easat-4153	4	7	mbasic2@algebra.hr	mbasic2@algebra.hr	NOUN
easat-4153	4	8	securing	secure	VERB
easat-4153	4	9	the	the	DET
easat-4153	4	10	development	development	NOUN
easat-4153	4	11	and	and	CCONJ
easat-4153	4	12	delivery	delivery	NOUN
easat-4153	4	13	of	of	ADP
easat-4153	4	14	modern	modern	ADJ
easat-4153	4	15	applications	application	NOUN
easat-4153	4	16	matej	matej	PROPN
easat-4153	4	17	bašić1	bašić1	PROPN
easat-4153	4	18	*	*	PROPN
easat-4153	4	19	,	,	PUNCT
easat-4153	4	20	zlatan	zlatan	PROPN
easat-4153	4	21	morić2	morić2	PROPN
easat-4153	4	22	,	,	PUNCT
easat-4153	4	23	jasmin	jasmin	PROPN
easat-4153	4	24	redžepagić3	redžepagić3	PROPN
easat-4153	4	25	,	,	PUNCT
easat-4153	4	26	josip	josip	PROPN
easat-4153	4	27	torbar4	torbar4	PROPN
easat-4153	4	28	1,2,3,4department	1,2,3,4department	NUM
easat-4153	4	29	of	of	ADP
easat-4153	4	30	system	system	NOUN
easat-4153	4	31	engineering	engineering	NOUN
easat-4153	4	32	and	and	CCONJ
easat-4153	4	33	cybersecurity	cybersecurity	NOUN
easat-4153	4	34	,	,	PUNCT
easat-4153	4	35	algebra	algebra	PROPN
easat-4153	4	36	university	university	PROPN
easat-4153	4	37	zagreb	zagreb	PROPN
easat-4153	4	38	,	,	PUNCT
easat-4153	4	39	croatia	croatia	PROPN
easat-4153	4	40	;	;	PUNCT
easat-4153	4	41	mbasic2@algebra.hr	mbasic2@algebra.hr	PROPN
easat-4153	4	42	(	(	PUNCT
easat-4153	4	43	m.b	m.b	PROPN
easat-4153	4	44	.	.	PROPN
easat-4153	4	45	)	)	PUNCT
easat-4153	5	1	zlatan.moric@algebra.hr	zlatan.moric@algebra.hr	PROPN
easat-4153	6	1	(	(	PUNCT
easat-4153	6	2	z.m	z.m	PROPN
easat-4153	6	3	.	.	PROPN
easat-4153	6	4	)	)	PUNCT
easat-4153	7	1	jasmin.redzepagic@algebra.hr	jasmin.redzepagic@algebra.hr	PROPN
easat-4153	7	2	(	(	PUNCT
easat-4153	7	3	j.r	j.r	PROPN
easat-4153	7	4	.	.	PROPN
easat-4153	7	5	)	)	PUNCT
easat-4153	8	1	jtorbar@algebra.hr	jtorbar@algebra.hr	PROPN
easat-4153	8	2	(	(	PUNCT
easat-4153	8	3	j.t	j.t	PROPN
easat-4153	8	4	.	.	PROPN
easat-4153	8	5	)	)	PUNCT
easat-4153	9	1	abstract	abstract	NOUN
easat-4153	9	2	:	:	PUNCT
easat-4153	9	3	this	this	DET
easat-4153	9	4	study	study	NOUN
easat-4153	9	5	analyzes	analyze	VERB
easat-4153	9	6	the	the	DET
easat-4153	9	7	significant	significant	ADJ
easat-4153	9	8	difficulties	difficulty	NOUN
easat-4153	9	9	and	and	CCONJ
easat-4153	9	10	solutions	solution	NOUN
easat-4153	9	11	for	for	ADP
easat-4153	9	12	ensuring	ensure	VERB
easat-4153	9	13	the	the	DET
easat-4153	9	14	security	security	NOUN
easat-4153	9	15	of	of	ADP
easat-4153	9	16	developing	develop	VERB
easat-4153	9	17	and	and	CCONJ
easat-4153	9	18	deploying	deploy	VERB
easat-4153	9	19	contemporary	contemporary	ADJ
easat-4153	9	20	software	software	NOUN
easat-4153	9	21	applications	application	NOUN
easat-4153	9	22	in	in	ADP
easat-4153	9	23	the	the	DET
easat-4153	9	24	current	current	ADJ
easat-4153	9	25	fast	fast	ADV
easat-4153	9	26	-	-	PUNCT
easat-4153	9	27	paced	pace	VERB
easat-4153	9	28	technological	technological	ADJ
easat-4153	9	29	landscape	landscape	NOUN
easat-4153	9	30	.	.	PUNCT
easat-4153	10	1	it	it	PRON
easat-4153	10	2	examines	examine	VERB
easat-4153	10	3	the	the	DET
easat-4153	10	4	escalating	escalate	VERB
easat-4153	10	5	hazards	hazard	NOUN
easat-4153	10	6	linked	link	VERB
easat-4153	10	7	to	to	ADP
easat-4153	10	8	expedited	expedite	VERB
easat-4153	10	9	software	software	NOUN
easat-4153	10	10	delivery	delivery	NOUN
easat-4153	10	11	cycles	cycle	NOUN
easat-4153	10	12	via	via	ADP
easat-4153	10	13	agile	agile	ADJ
easat-4153	10	14	and	and	CCONJ
easat-4153	10	15	devops	devop	NOUN
easat-4153	10	16	methodologies	methodology	NOUN
easat-4153	10	17	,	,	PUNCT
easat-4153	10	18	emphasizing	emphasize	VERB
easat-4153	10	19	critical	critical	ADJ
easat-4153	10	20	domains	domain	NOUN
easat-4153	10	21	such	such	ADJ
easat-4153	10	22	as	as	ADP
easat-4153	10	23	static	static	ADJ
easat-4153	10	24	code	code	NOUN
easat-4153	10	25	analysis	analysis	NOUN
easat-4153	10	26	,	,	PUNCT
easat-4153	10	27	ci	ci	NOUN
easat-4153	10	28	/	/	SYM
easat-4153	10	29	cd	cd	NOUN
easat-4153	10	30	pipeline	pipeline	NOUN
easat-4153	10	31	security	security	NOUN
easat-4153	10	32	,	,	PUNCT
easat-4153	10	33	container	container	NOUN
easat-4153	10	34	image	image	NOUN
easat-4153	10	35	scanning	scanning	NOUN
easat-4153	10	36	,	,	PUNCT
easat-4153	10	37	and	and	CCONJ
easat-4153	10	38	container	container	NOUN
easat-4153	10	39	platform	platform	NOUN
easat-4153	10	40	security	security	NOUN
easat-4153	10	41	.	.	PUNCT
easat-4153	11	1	this	this	DET
easat-4153	11	2	research	research	NOUN
easat-4153	11	3	consolidates	consolidate	VERB
easat-4153	11	4	findings	finding	NOUN
easat-4153	11	5	from	from	ADP
easat-4153	11	6	existing	exist	VERB
easat-4153	11	7	studies	study	NOUN
easat-4153	11	8	and	and	CCONJ
easat-4153	11	9	practical	practical	ADJ
easat-4153	11	10	case	case	NOUN
easat-4153	11	11	scenarios	scenario	NOUN
easat-4153	11	12	,	,	PUNCT
easat-4153	11	13	assessing	assess	VERB
easat-4153	11	14	the	the	DET
easat-4153	11	15	efficacy	efficacy	NOUN
easat-4153	11	16	of	of	ADP
easat-4153	11	17	sonarqube	sonarqube	NOUN
easat-4153	11	18	,	,	PUNCT
easat-4153	11	19	clair	clair	PROPN
easat-4153	11	20	,	,	PUNCT
easat-4153	11	21	trivy	trivy	ADJ
easat-4153	11	22	,	,	PUNCT
easat-4153	11	23	and	and	CCONJ
easat-4153	11	24	kube	kube	PROPN
easat-4153	11	25	-	-	PUNCT
easat-4153	11	26	bench	bench	NOUN
easat-4153	11	27	in	in	ADP
easat-4153	11	28	detecting	detect	VERB
easat-4153	11	29	vulnerabilities	vulnerability	NOUN
easat-4153	11	30	,	,	PUNCT
easat-4153	11	31	improving	improve	VERB
easat-4153	11	32	operational	operational	ADJ
easat-4153	11	33	efficiency	efficiency	NOUN
easat-4153	11	34	,	,	PUNCT
easat-4153	11	35	and	and	CCONJ
easat-4153	11	36	guaranteeing	guarantee	VERB
easat-4153	11	37	adherence	adherence	NOUN
easat-4153	11	38	to	to	ADP
easat-4153	11	39	industry	industry	NOUN
easat-4153	11	40	standards	standard	NOUN
easat-4153	11	41	.	.	PUNCT
easat-4153	12	1	case	case	NOUN
easat-4153	12	2	studies	study	NOUN
easat-4153	12	3	,	,	PUNCT
easat-4153	12	4	such	such	ADJ
easat-4153	12	5	as	as	ADP
easat-4153	12	6	skyscanner	skyscanner	NOUN
easat-4153	12	7	's	's	PART
easat-4153	12	8	implementation	implementation	NOUN
easat-4153	12	9	of	of	ADP
easat-4153	12	10	sonarqube	sonarqube	NOUN
easat-4153	12	11	and	and	CCONJ
easat-4153	12	12	dazn	dazn	NOUN
easat-4153	12	13	's	's	PART
easat-4153	12	14	utilization	utilization	NOUN
easat-4153	12	15	of	of	ADP
easat-4153	12	16	checkmarx	checkmarx	NOUN
easat-4153	12	17	,	,	PUNCT
easat-4153	12	18	underscore	underscore	VERB
easat-4153	12	19	the	the	DET
easat-4153	12	20	concrete	concrete	ADJ
easat-4153	12	21	advantages	advantage	NOUN
easat-4153	12	22	of	of	ADP
easat-4153	12	23	incorporating	incorporate	VERB
easat-4153	12	24	sophisticated	sophisticated	ADJ
easat-4153	12	25	security	security	NOUN
easat-4153	12	26	protocols	protocol	NOUN
easat-4153	12	27	.	.	PUNCT
easat-4153	13	1	the	the	DET
easat-4153	13	2	results	result	NOUN
easat-4153	13	3	underscore	underscore	VERB
easat-4153	13	4	the	the	DET
easat-4153	13	5	significance	significance	NOUN
easat-4153	13	6	of	of	ADP
easat-4153	13	7	multi	multi	ADJ
easat-4153	13	8	-	-	ADJ
easat-4153	13	9	tiered	tiered	ADJ
easat-4153	13	10	security	security	NOUN
easat-4153	13	11	approaches	approach	NOUN
easat-4153	13	12	and	and	CCONJ
easat-4153	13	13	highlight	highlight	VERB
easat-4153	13	14	prospects	prospect	NOUN
easat-4153	13	15	for	for	ADP
easat-4153	13	16	utilizing	utilize	VERB
easat-4153	13	17	artificial	artificial	ADJ
easat-4153	13	18	intelligence	intelligence	NOUN
easat-4153	13	19	to	to	PART
easat-4153	13	20	improve	improve	VERB
easat-4153	13	21	vulnerability	vulnerability	NOUN
easat-4153	13	22	identification	identification	NOUN
easat-4153	13	23	and	and	CCONJ
easat-4153	13	24	real	real	ADJ
easat-4153	13	25	-	-	PUNCT
easat-4153	13	26	time	time	NOUN
easat-4153	13	27	surveillance	surveillance	NOUN
easat-4153	13	28	.	.	PUNCT
easat-4153	14	1	this	this	DET
easat-4153	14	2	paper	paper	NOUN
easat-4153	14	3	offers	offer	VERB
easat-4153	14	4	practical	practical	ADJ
easat-4153	14	5	recommendations	recommendation	NOUN
easat-4153	14	6	to	to	PART
easat-4153	14	7	assist	assist	VERB
easat-4153	14	8	organizations	organization	NOUN
easat-4153	14	9	in	in	ADP
easat-4153	14	10	tackling	tackle	VERB
easat-4153	14	11	current	current	ADJ
easat-4153	14	12	security	security	NOUN
easat-4153	14	13	issues	issue	NOUN
easat-4153	14	14	and	and	CCONJ
easat-4153	14	15	anticipating	anticipate	VERB
easat-4153	14	16	future	future	ADJ
easat-4153	14	17	threats	threat	NOUN
easat-4153	14	18	.	.	PUNCT
easat-4153	15	1	keywords	keyword	NOUN
easat-4153	15	2	:	:	PUNCT
easat-4153	15	3	application	application	NOUN
easat-4153	15	4	security	security	NOUN
easat-4153	15	5	,	,	PUNCT
easat-4153	15	6	container	container	NOUN
easat-4153	15	7	image	image	NOUN
easat-4153	15	8	scanning	scanning	NOUN
easat-4153	15	9	,	,	PUNCT
easat-4153	15	10	container	container	NOUN
easat-4153	15	11	platform	platform	NOUN
easat-4153	15	12	security	security	NOUN
easat-4153	15	13	,	,	PUNCT
easat-4153	15	14	continuous	continuous	ADJ
easat-4153	15	15	integration	integration	NOUN
easat-4153	15	16	/	/	SYM
easat-4153	15	17	continuous	continuous	ADJ
easat-4153	15	18	delivery	delivery	NOUN
easat-4153	15	19	,	,	PUNCT
easat-4153	15	20	devsecops	devsecop	NOUN
easat-4153	15	21	,	,	PUNCT
easat-4153	15	22	vulnerability	vulnerability	NOUN
easat-4153	15	23	detection	detection	NOUN
easat-4153	15	24	,	,	PUNCT
easat-4153	15	25	software	software	NOUN
easat-4153	15	26	development	development	NOUN
easat-4153	15	27	lifecycle	lifecycle	NOUN
easat-4153	15	28	,	,	PUNCT
easat-4153	15	29	static	static	ADJ
easat-4153	15	30	code	code	NOUN
easat-4153	15	31	analysis	analysis	NOUN
easat-4153	15	32	,	,	PUNCT
easat-4153	15	33	1	1	NUM
easat-4153	15	34	.	.	X
easat-4153	15	35	introduction	introduction	NOUN
easat-4153	15	36	the	the	DET
easat-4153	15	37	development	development	NOUN
easat-4153	15	38	and	and	CCONJ
easat-4153	15	39	delivery	delivery	NOUN
easat-4153	15	40	of	of	ADP
easat-4153	15	41	modern	modern	ADJ
easat-4153	15	42	software	software	NOUN
easat-4153	15	43	applications	application	NOUN
easat-4153	15	44	have	have	AUX
easat-4153	15	45	become	become	VERB
easat-4153	15	46	increasingly	increasingly	ADV
easat-4153	15	47	complex	complex	ADJ
easat-4153	15	48	.	.	PUNCT
easat-4153	16	1	as	as	SCONJ
easat-4153	16	2	organizations	organization	NOUN
easat-4153	16	3	adopt	adopt	VERB
easat-4153	16	4	agile	agile	ADJ
easat-4153	16	5	and	and	CCONJ
easat-4153	16	6	devops	devop	NOUN
easat-4153	16	7	methodologies	methodology	NOUN
easat-4153	16	8	to	to	PART
easat-4153	16	9	accelerate	accelerate	VERB
easat-4153	16	10	delivery	delivery	NOUN
easat-4153	16	11	cycles	cycle	NOUN
easat-4153	16	12	,	,	PUNCT
easat-4153	16	13	they	they	PRON
easat-4153	16	14	face	face	VERB
easat-4153	16	15	heightened	heightened	ADJ
easat-4153	16	16	security	security	NOUN
easat-4153	16	17	challenges	challenge	NOUN
easat-4153	16	18	across	across	ADP
easat-4153	16	19	all	all	DET
easat-4153	16	20	stages	stage	NOUN
easat-4153	16	21	of	of	ADP
easat-4153	16	22	the	the	DET
easat-4153	16	23	software	software	NOUN
easat-4153	16	24	development	development	NOUN
easat-4153	16	25	lifecycle	lifecycle	NOUN
easat-4153	16	26	(	(	PUNCT
easat-4153	16	27	sdlc	sdlc	PROPN
easat-4153	16	28	)	)	PUNCT
easat-4153	16	29	.	.	PUNCT
easat-4153	17	1	the	the	DET
easat-4153	17	2	need	need	NOUN
easat-4153	17	3	to	to	PART
easat-4153	17	4	detect	detect	VERB
easat-4153	17	5	vulnerabilities	vulnerability	NOUN
easat-4153	17	6	,	,	PUNCT
easat-4153	17	7	secure	secure	ADJ
easat-4153	17	8	software	software	NOUN
easat-4153	17	9	supply	supply	NOUN
easat-4153	17	10	chains	chain	NOUN
easat-4153	17	11	,	,	PUNCT
easat-4153	17	12	and	and	CCONJ
easat-4153	17	13	protect	protect	VERB
easat-4153	17	14	runtime	runtime	NOUN
easat-4153	17	15	environments	environment	NOUN
easat-4153	17	16	has	have	AUX
easat-4153	17	17	become	become	VERB
easat-4153	17	18	highly	highly	ADV
easat-4153	17	19	important	important	ADJ
easat-4153	17	20	.	.	PUNCT
easat-4153	18	1	the	the	DET
easat-4153	18	2	complexity	complexity	NOUN
easat-4153	18	3	of	of	ADP
easat-4153	18	4	contemporary	contemporary	ADJ
easat-4153	18	5	applications	application	NOUN
easat-4153	18	6	and	and	CCONJ
easat-4153	18	7	an	an	DET
easat-4153	18	8	ever	ever	ADV
easat-4153	18	9	-	-	PUNCT
easat-4153	18	10	expanding	expand	VERB
easat-4153	18	11	attack	attack	NOUN
easat-4153	18	12	surface	surface	NOUN
easat-4153	18	13	highlight	highlight	VERB
easat-4153	18	14	the	the	DET
easat-4153	18	15	importance	importance	NOUN
easat-4153	18	16	of	of	ADP
easat-4153	18	17	integrating	integrate	VERB
easat-4153	18	18	robust	robust	ADJ
easat-4153	18	19	security	security	NOUN
easat-4153	18	20	measures	measure	NOUN
easat-4153	18	21	seamlessly	seamlessly	ADV
easat-4153	18	22	into	into	ADP
easat-4153	18	23	development	development	NOUN
easat-4153	18	24	and	and	CCONJ
easat-4153	18	25	operational	operational	ADJ
easat-4153	18	26	workflows	workflow	NOUN
easat-4153	18	27	.	.	PUNCT
easat-4153	19	1	high	high	ADJ
easat-4153	19	2	-	-	PUNCT
easat-4153	19	3	profile	profile	NOUN
easat-4153	19	4	incidents	incident	NOUN
easat-4153	19	5	,	,	PUNCT
easat-4153	19	6	such	such	ADJ
easat-4153	19	7	as	as	ADP
easat-4153	19	8	the	the	DET
easat-4153	19	9	solarwinds	solarwinds	PROPN
easat-4153	19	10	supply	supply	NOUN
easat-4153	19	11	chain	chain	NOUN
easat-4153	19	12	attack	attack	NOUN
easat-4153	19	13	and	and	CCONJ
easat-4153	19	14	the	the	DET
easat-4153	19	15	codecov	codecov	NOUN
easat-4153	19	16	breach	breach	NOUN
easat-4153	19	17	,	,	PUNCT
easat-4153	19	18	have	have	AUX
easat-4153	19	19	further	far	ADV
easat-4153	19	20	illuminated	illuminate	VERB
easat-4153	19	21	the	the	DET
easat-4153	19	22	risks	risk	NOUN
easat-4153	19	23	inherent	inherent	ADJ
easat-4153	19	24	in	in	ADP
easat-4153	19	25	insecure	insecure	ADJ
easat-4153	19	26	pipelines	pipeline	NOUN
easat-4153	19	27	and	and	CCONJ
easat-4153	19	28	dependencies	dependency	NOUN
easat-4153	19	29	,	,	PUNCT
easat-4153	19	30	prompting	prompt	VERB
easat-4153	19	31	a	a	DET
easat-4153	19	32	call	call	NOUN
easat-4153	19	33	for	for	ADP
easat-4153	19	34	more	more	ADV
easat-4153	19	35	rigorous	rigorous	ADJ
easat-4153	19	36	approaches	approach	NOUN
easat-4153	19	37	to	to	ADP
easat-4153	19	38	application	application	NOUN
easat-4153	19	39	security	security	NOUN
easat-4153	19	40	.	.	PUNCT
easat-4153	20	1	this	this	DET
easat-4153	20	2	paper	paper	NOUN
easat-4153	20	3	examines	examine	VERB
easat-4153	20	4	critical	critical	ADJ
easat-4153	20	5	areas	area	NOUN
easat-4153	20	6	in	in	ADP
easat-4153	20	7	securing	secure	VERB
easat-4153	20	8	the	the	DET
easat-4153	20	9	development	development	NOUN
easat-4153	20	10	and	and	CCONJ
easat-4153	20	11	delivery	delivery	NOUN
easat-4153	20	12	of	of	ADP
easat-4153	20	13	modern	modern	ADJ
easat-4153	20	14	applications	application	NOUN
easat-4153	20	15	,	,	PUNCT
easat-4153	20	16	focusing	focus	VERB
easat-4153	20	17	on	on	ADP
easat-4153	20	18	static	static	ADJ
easat-4153	20	19	code	code	NOUN
easat-4153	20	20	analysis	analysis	NOUN
easat-4153	20	21	(	(	PUNCT
easat-4153	20	22	sca	sca	NOUN
easat-4153	20	23	)	)	PUNCT
easat-4153	20	24	,	,	PUNCT
easat-4153	20	25	continuous	continuous	ADJ
easat-4153	20	26	integration	integration	NOUN
easat-4153	20	27	/	/	SYM
easat-4153	20	28	continuous	continuous	ADJ
easat-4153	20	29	delivery	delivery	NOUN
easat-4153	20	30	(	(	PUNCT
easat-4153	20	31	ci	ci	NOUN
easat-4153	20	32	/	/	SYM
easat-4153	20	33	cd	cd	PROPN
easat-4153	20	34	)	)	PUNCT
easat-4153	20	35	pipeline	pipeline	NOUN
easat-4153	20	36	security	security	NOUN
easat-4153	20	37	,	,	PUNCT
easat-4153	20	38	container	container	NOUN
easat-4153	20	39	image	image	NOUN
easat-4153	20	40	scanning	scanning	NOUN
easat-4153	20	41	,	,	PUNCT
easat-4153	20	42	and	and	CCONJ
easat-4153	20	43	container	container	NOUN
easat-4153	20	44	platform	platform	NOUN
easat-4153	20	45	security	security	NOUN
easat-4153	20	46	.	.	PUNCT
easat-4153	21	1	the	the	DET
easat-4153	21	2	discussion	discussion	NOUN
easat-4153	21	3	synthesizes	synthesize	VERB
easat-4153	21	4	recent	recent	ADJ
easat-4153	21	5	research	research	NOUN
easat-4153	21	6	and	and	CCONJ
easat-4153	21	7	case	case	NOUN
easat-4153	21	8	study	study	NOUN
easat-4153	21	9	findings	finding	NOUN
easat-4153	21	10	,	,	PUNCT
easat-4153	21	11	presenting	present	VERB
easat-4153	21	12	a	a	DET
easat-4153	21	13	comprehensive	comprehensive	ADJ
easat-4153	21	14	view	view	NOUN
easat-4153	21	15	of	of	ADP
easat-4153	21	16	tools	tool	NOUN
easat-4153	21	17	and	and	CCONJ
easat-4153	21	18	methodologies	methodology	NOUN
easat-4153	21	19	to	to	PART
easat-4153	21	20	address	address	VERB
easat-4153	21	21	vulnerabilities	vulnerability	NOUN
easat-4153	21	22	at	at	ADP
easat-4153	21	23	each	each	DET
easat-4153	21	24	application	application	NOUN
easat-4153	21	25	lifecycle	lifecycle	NOUN
easat-4153	21	26	stage	stage	NOUN
easat-4153	21	27	.	.	PUNCT
easat-4153	22	1	by	by	ADP
easat-4153	22	2	exploring	explore	VERB
easat-4153	22	3	advancements	advancement	NOUN
easat-4153	22	4	such	such	ADJ
easat-4153	22	5	as	as	ADP
easat-4153	22	6	machine	machine	NOUN
easat-4153	22	7	learning	learning	NOUN
easat-4153	22	8	-	-	PUNCT
easat-4153	22	9	enhanced	enhance	VERB
easat-4153	22	10	sca	sca	PROPN
easat-4153	22	11	tools	tool	NOUN
easat-4153	22	12	,	,	PUNCT
easat-4153	22	13	automated	automate	VERB
easat-4153	22	14	security	security	NOUN
easat-4153	22	15	scanning	scanning	NOUN
easat-4153	22	16	in	in	ADP
easat-4153	22	17	ci	ci	NOUN
easat-4153	22	18	/	/	SYM
easat-4153	22	19	cd	cd	NOUN
easat-4153	22	20	pipelines	pipeline	NOUN
easat-4153	22	21	,	,	PUNCT
easat-4153	22	22	and	and	CCONJ
easat-4153	22	23	runtime	runtime	NOUN
easat-4153	22	24	monitoring	monitoring	NOUN
easat-4153	22	25	tools	tool	NOUN
easat-4153	22	26	for	for	ADP
easat-4153	22	27	container	container	NOUN
easat-4153	22	28	orchestration	orchestration	NOUN
easat-4153	22	29	platforms	platform	NOUN
easat-4153	22	30	like	like	ADP
easat-4153	22	31	kubernetes	kubernete	NOUN
easat-4153	22	32	,	,	PUNCT
easat-4153	22	33	the	the	DET
easat-4153	22	34	paper	paper	NOUN
easat-4153	22	35	highlights	highlight	VERB
easat-4153	22	36	the	the	DET
easat-4153	22	37	critical	critical	ADJ
easat-4153	22	38	interplay	interplay	NOUN
easat-4153	22	39	between	between	ADP
easat-4153	22	40	technology	technology	NOUN
easat-4153	22	41	,	,	PUNCT
easat-4153	22	42	process	process	NOUN
easat-4153	22	43	,	,	PUNCT
easat-4153	22	44	and	and	CCONJ
easat-4153	22	45	governance	governance	NOUN
easat-4153	22	46	in	in	ADP
easat-4153	22	47	achieving	achieve	VERB
easat-4153	22	48	robust	robust	ADJ
easat-4153	22	49	security	security	NOUN
easat-4153	22	50	.	.	PUNCT
easat-4153	23	1	this	this	DET
easat-4153	23	2	work	work	NOUN
easat-4153	23	3	contributes	contribute	VERB
easat-4153	23	4	to	to	ADP
easat-4153	23	5	the	the	DET
easat-4153	23	6	field	field	NOUN
easat-4153	23	7	by	by	ADP
easat-4153	23	8	providing	provide	VERB
easat-4153	23	9	an	an	DET
easat-4153	23	10	in	in	ADP
easat-4153	23	11	-	-	PUNCT
easat-4153	23	12	depth	depth	NOUN
easat-4153	23	13	analysis	analysis	NOUN
easat-4153	23	14	of	of	ADP
easat-4153	23	15	current	current	ADJ
easat-4153	23	16	best	good	ADJ
easat-4153	23	17	practices	practice	NOUN
easat-4153	23	18	,	,	PUNCT
easat-4153	23	19	tools	tool	NOUN
easat-4153	23	20	,	,	PUNCT
easat-4153	23	21	and	and	CCONJ
easat-4153	23	22	real	real	ADJ
easat-4153	23	23	-	-	PUNCT
easat-4153	23	24	world	world	NOUN
easat-4153	23	25	implementations	implementation	NOUN
easat-4153	23	26	in	in	ADP
easat-4153	23	27	application	application	NOUN
easat-4153	23	28	security	security	NOUN
easat-4153	23	29	.	.	PUNCT
easat-4153	24	1	it	it	PRON
easat-4153	24	2	evaluates	evaluate	VERB
easat-4153	24	3	state	state	NOUN
easat-4153	24	4	-	-	PUNCT
easat-4153	24	5	of	of	ADP
easat-4153	24	6	-	-	PUNCT
easat-4153	24	7	the	the	DET
easat-4153	24	8	-	-	PUNCT
easat-4153	24	9	art	art	NOUN
easat-4153	24	10	solutions	solution	NOUN
easat-4153	24	11	,	,	PUNCT
easat-4153	24	12	such	such	ADJ
easat-4153	24	13	as	as	ADP
easat-4153	24	14	sonarqube	sonarqube	NOUN
easat-4153	24	15	,	,	PUNCT
easat-4153	24	16	clair	clair	PROPN
easat-4153	24	17	,	,	PUNCT
easat-4153	24	18	trivy	trivy	ADJ
easat-4153	24	19	,	,	PUNCT
easat-4153	24	20	and	and	CCONJ
easat-4153	24	21	kube	kube	NOUN
easat-4153	24	22	-	-	PUNCT
easat-4153	24	23	bench	bench	NOUN
easat-4153	24	24	,	,	PUNCT
easat-4153	24	25	which	which	PRON
easat-4153	24	26	are	be	AUX
easat-4153	24	27	https://orcid.org/0009-0003-9777-2743	https://orcid.org/0009-0003-9777-2743	ADJ
easat-4153	24	28	https://orcid.org/0000-0002-5566-1581	https://orcid.org/0000-0002-5566-1581	PROPN
easat-4153	24	29	https://orcid.org/0009-0004-7184-0987	https://orcid.org/0009-0004-7184-0987	NOUN
easat-4153	24	30	394	394	NUM
easat-4153	24	31	edelweiss	edelweiss	PROPN
easat-4153	24	32	applied	apply	VERB
easat-4153	24	33	science	science	NOUN
easat-4153	24	34	and	and	CCONJ
easat-4153	24	35	technology	technology	NOUN
easat-4153	24	36	issn	issn	PROPN
easat-4153	24	37	:	:	PUNCT
easat-4153	24	38	2576	2576	NUM
easat-4153	24	39	-	-	SYM
easat-4153	24	40	8484	8484	NUM
easat-4153	24	41	vol	vol	NOUN
easat-4153	24	42	.	.	PROPN
easat-4153	25	1	9	9	NUM
easat-4153	25	2	,	,	PUNCT
easat-4153	25	3	no	no	INTJ
easat-4153	25	4	.	.	NOUN
easat-4153	25	5	1	1	NUM
easat-4153	25	6	:	:	PUNCT
easat-4153	25	7	393	393	NUM
easat-4153	25	8	-	-	SYM
easat-4153	25	9	402	402	NUM
easat-4153	25	10	,	,	PUNCT
easat-4153	25	11	2025	2025	NUM
easat-4153	25	12	doi	doi	NOUN
easat-4153	25	13	:	:	PUNCT
easat-4153	25	14	10.55214/25768484.v9i1.4153	10.55214/25768484.v9i1.4153	NUM
easat-4153	25	15	©	©	PROPN
easat-4153	25	16	2025	2025	NUM
easat-4153	25	17	by	by	ADP
easat-4153	25	18	the	the	DET
easat-4153	25	19	authors	author	NOUN
easat-4153	25	20	;	;	PUNCT
easat-4153	25	21	licensee	licensee	PROPN
easat-4153	25	22	learning	learning	NOUN
easat-4153	25	23	gate	gate	NOUN
easat-4153	25	24	instrumental	instrumental	ADJ
easat-4153	25	25	in	in	ADP
easat-4153	25	26	mitigating	mitigate	VERB
easat-4153	25	27	risks	risk	NOUN
easat-4153	25	28	and	and	CCONJ
easat-4153	25	29	ensuring	ensure	VERB
easat-4153	25	30	compliance	compliance	NOUN
easat-4153	25	31	.	.	PUNCT
easat-4153	26	1	furthermore	furthermore	ADV
easat-4153	26	2	,	,	PUNCT
easat-4153	26	3	this	this	DET
easat-4153	26	4	paper	paper	NOUN
easat-4153	26	5	identifies	identify	VERB
easat-4153	26	6	gaps	gap	NOUN
easat-4153	26	7	in	in	ADP
easat-4153	26	8	existing	exist	VERB
easat-4153	26	9	practices	practice	NOUN
easat-4153	26	10	.	.	PUNCT
easat-4153	27	1	it	it	PRON
easat-4153	27	2	outlines	outline	VERB
easat-4153	27	3	opportunities	opportunity	NOUN
easat-4153	27	4	for	for	ADP
easat-4153	27	5	future	future	ADJ
easat-4153	27	6	research	research	NOUN
easat-4153	27	7	,	,	PUNCT
easat-4153	27	8	such	such	ADJ
easat-4153	27	9	as	as	ADP
easat-4153	27	10	leveraging	leverage	VERB
easat-4153	27	11	artificial	artificial	ADJ
easat-4153	27	12	intelligence	intelligence	NOUN
easat-4153	27	13	for	for	ADP
easat-4153	27	14	proactive	proactive	ADJ
easat-4153	27	15	vulnerability	vulnerability	NOUN
easat-4153	27	16	detection	detection	NOUN
easat-4153	27	17	and	and	CCONJ
easat-4153	27	18	implementing	implement	VERB
easat-4153	27	19	real	real	ADJ
easat-4153	27	20	-	-	PUNCT
easat-4153	27	21	time	time	NOUN
easat-4153	27	22	anomaly	anomaly	NOUN
easat-4153	27	23	detection	detection	NOUN
easat-4153	27	24	in	in	ADP
easat-4153	27	25	dynamic	dynamic	ADJ
easat-4153	27	26	environments	environment	NOUN
easat-4153	27	27	.	.	PUNCT
easat-4153	28	1	the	the	DET
easat-4153	28	2	insights	insight	NOUN
easat-4153	28	3	presented	present	VERB
easat-4153	28	4	here	here	ADV
easat-4153	28	5	aim	aim	VERB
easat-4153	28	6	to	to	PART
easat-4153	28	7	guide	guide	VERB
easat-4153	28	8	developers	developer	NOUN
easat-4153	28	9	,	,	PUNCT
easat-4153	28	10	security	security	NOUN
easat-4153	28	11	professionals	professional	NOUN
easat-4153	28	12	,	,	PUNCT
easat-4153	28	13	and	and	CCONJ
easat-4153	28	14	organizations	organization	NOUN
easat-4153	28	15	in	in	ADP
easat-4153	28	16	adopting	adopt	VERB
easat-4153	28	17	a	a	DET
easat-4153	28	18	proactive	proactive	ADJ
easat-4153	28	19	approach	approach	NOUN
easat-4153	28	20	to	to	ADP
easat-4153	28	21	securing	secure	VERB
easat-4153	28	22	the	the	DET
easat-4153	28	23	software	software	NOUN
easat-4153	28	24	lifecycle	lifecycle	NOUN
easat-4153	28	25	.	.	PUNCT
easat-4153	29	1	the	the	DET
easat-4153	29	2	rest	rest	NOUN
easat-4153	29	3	of	of	ADP
easat-4153	29	4	this	this	DET
easat-4153	29	5	paper	paper	NOUN
easat-4153	29	6	is	be	AUX
easat-4153	29	7	organized	organize	VERB
easat-4153	29	8	as	as	SCONJ
easat-4153	29	9	follows	follow	VERB
easat-4153	29	10	.	.	PUNCT
easat-4153	30	1	the	the	DET
easat-4153	30	2	next	next	ADJ
easat-4153	30	3	section	section	NOUN
easat-4153	30	4	reviews	review	NOUN
easat-4153	30	5	foundational	foundational	ADJ
easat-4153	30	6	and	and	CCONJ
easat-4153	30	7	recent	recent	ADJ
easat-4153	30	8	work	work	NOUN
easat-4153	30	9	that	that	PRON
easat-4153	30	10	contextualizes	contextualize	VERB
easat-4153	30	11	the	the	DET
easat-4153	30	12	challenges	challenge	NOUN
easat-4153	30	13	and	and	CCONJ
easat-4153	30	14	advancements	advancement	NOUN
easat-4153	30	15	in	in	ADP
easat-4153	30	16	application	application	NOUN
easat-4153	30	17	security	security	NOUN
easat-4153	30	18	.	.	PUNCT
easat-4153	31	1	this	this	PRON
easat-4153	31	2	is	be	AUX
easat-4153	31	3	followed	follow	VERB
easat-4153	31	4	by	by	ADP
easat-4153	31	5	analyzing	analyze	VERB
easat-4153	31	6	key	key	ADJ
easat-4153	31	7	security	security	NOUN
easat-4153	31	8	practices	practice	NOUN
easat-4153	31	9	,	,	PUNCT
easat-4153	31	10	including	include	VERB
easat-4153	31	11	static	static	ADJ
easat-4153	31	12	code	code	NOUN
easat-4153	31	13	analysis	analysis	NOUN
easat-4153	31	14	,	,	PUNCT
easat-4153	31	15	ci	ci	NOUN
easat-4153	31	16	/	/	SYM
easat-4153	31	17	cd	cd	NOUN
easat-4153	31	18	pipeline	pipeline	NOUN
easat-4153	31	19	security	security	NOUN
easat-4153	31	20	,	,	PUNCT
easat-4153	31	21	and	and	CCONJ
easat-4153	31	22	containerized	containerized	ADJ
easat-4153	31	23	environment	environment	NOUN
easat-4153	31	24	protection	protection	NOUN
easat-4153	31	25	.	.	PUNCT
easat-4153	32	1	the	the	DET
easat-4153	32	2	discussion	discussion	NOUN
easat-4153	32	3	concludes	conclude	VERB
easat-4153	32	4	with	with	ADP
easat-4153	32	5	a	a	DET
easat-4153	32	6	forward	forward	ADV
easat-4153	32	7	-	-	PUNCT
easat-4153	32	8	looking	look	VERB
easat-4153	32	9	perspective	perspective	NOUN
easat-4153	32	10	on	on	ADP
easat-4153	32	11	future	future	ADJ
easat-4153	32	12	research	research	NOUN
easat-4153	32	13	opportunities	opportunity	NOUN
easat-4153	32	14	and	and	CCONJ
easat-4153	32	15	a	a	DET
easat-4153	32	16	summary	summary	NOUN
easat-4153	32	17	of	of	ADP
easat-4153	32	18	critical	critical	ADJ
easat-4153	32	19	takeaways	takeaway	NOUN
easat-4153	32	20	.	.	PUNCT
easat-4153	33	1	2	2	X
easat-4153	33	2	.	.	X
easat-4153	33	3	related	relate	VERB
easat-4153	33	4	work	work	NOUN
easat-4153	33	5	the	the	DET
easat-4153	33	6	increasing	increase	VERB
easat-4153	33	7	complexity	complexity	NOUN
easat-4153	33	8	of	of	ADP
easat-4153	33	9	software	software	NOUN
easat-4153	33	10	systems	system	NOUN
easat-4153	33	11	has	have	AUX
easat-4153	33	12	necessitated	necessitate	VERB
easat-4153	33	13	advancements	advancement	NOUN
easat-4153	33	14	in	in	ADP
easat-4153	33	15	techniques	technique	NOUN
easat-4153	33	16	for	for	ADP
easat-4153	33	17	identifying	identify	VERB
easat-4153	33	18	vulnerabilities	vulnerability	NOUN
easat-4153	33	19	and	and	CCONJ
easat-4153	33	20	ensuring	ensure	VERB
easat-4153	33	21	security	security	NOUN
easat-4153	33	22	throughout	throughout	ADP
easat-4153	33	23	the	the	DET
easat-4153	33	24	software	software	NOUN
easat-4153	33	25	development	development	NOUN
easat-4153	33	26	lifecycle	lifecycle	NOUN
easat-4153	33	27	.	.	PUNCT
easat-4153	34	1	static	static	ADJ
easat-4153	34	2	code	code	NOUN
easat-4153	34	3	analysis	analysis	NOUN
easat-4153	34	4	is	be	AUX
easat-4153	34	5	a	a	DET
easat-4153	34	6	prominent	prominent	ADJ
easat-4153	34	7	approach	approach	NOUN
easat-4153	34	8	for	for	ADP
easat-4153	34	9	identifying	identify	VERB
easat-4153	34	10	vulnerabilities	vulnerability	NOUN
easat-4153	34	11	within	within	ADP
easat-4153	34	12	non	non	ADJ
easat-4153	34	13	-	-	ADJ
easat-4153	34	14	executing	execute	VERB
easat-4153	34	15	source	source	NOUN
easat-4153	34	16	code	code	NOUN
easat-4153	34	17	.	.	PUNCT
easat-4153	35	1	despite	despite	SCONJ
easat-4153	35	2	their	their	PRON
easat-4153	35	3	limitations	limitation	NOUN
easat-4153	35	4	,	,	PUNCT
easat-4153	35	5	recent	recent	ADJ
easat-4153	35	6	studies	study	NOUN
easat-4153	35	7	emphasize	emphasize	VERB
easat-4153	35	8	the	the	DET
easat-4153	35	9	utility	utility	NOUN
easat-4153	35	10	of	of	ADP
easat-4153	35	11	sca	sca	PROPN
easat-4153	35	12	tools	tool	NOUN
easat-4153	35	13	in	in	ADP
easat-4153	35	14	detecting	detect	VERB
easat-4153	35	15	security	security	NOUN
easat-4153	35	16	flaws	flaw	NOUN
easat-4153	35	17	.	.	PUNCT
easat-4153	36	1	for	for	ADP
easat-4153	36	2	instance	instance	NOUN
easat-4153	36	3	,	,	PUNCT
easat-4153	36	4	ruiz	ruiz	NOUN
easat-4153	36	5	,	,	PUNCT
easat-4153	36	6	et	et	PROPN
easat-4153	36	7	al	al	PROPN
easat-4153	36	8	.	.	PUNCT
easat-4153	37	1	[	[	X
easat-4153	37	2	1	1	X
easat-4153	37	3	]	]	PUNCT
easat-4153	37	4	highlight	highlight	VERB
easat-4153	37	5	the	the	DET
easat-4153	37	6	transformative	transformative	ADJ
easat-4153	37	7	role	role	NOUN
easat-4153	37	8	of	of	ADP
easat-4153	37	9	artificial	artificial	ADJ
easat-4153	37	10	intelligence	intelligence	NOUN
easat-4153	37	11	in	in	ADP
easat-4153	37	12	enhancing	enhance	VERB
easat-4153	37	13	static	static	ADJ
easat-4153	37	14	code	code	NOUN
easat-4153	37	15	analysis	analysis	NOUN
easat-4153	37	16	,	,	PUNCT
easat-4153	37	17	paving	pave	VERB
easat-4153	37	18	the	the	DET
easat-4153	37	19	way	way	NOUN
easat-4153	37	20	for	for	ADP
easat-4153	37	21	more	more	ADV
easat-4153	37	22	sophisticated	sophisticated	ADJ
easat-4153	37	23	tools	tool	NOUN
easat-4153	37	24	.	.	PUNCT
easat-4153	38	1	similarly	similarly	ADV
easat-4153	38	2	,	,	PUNCT
easat-4153	38	3	lipp	lipp	PROPN
easat-4153	38	4	,	,	PUNCT
easat-4153	38	5	et	et	PROPN
easat-4153	38	6	al	al	PROPN
easat-4153	38	7	.	.	PUNCT
easat-4153	39	1	[	[	X
easat-4153	39	2	2	2	X
easat-4153	39	3	]	]	PUNCT
easat-4153	39	4	show	show	VERB
easat-4153	39	5	that	that	SCONJ
easat-4153	39	6	combining	combine	VERB
easat-4153	39	7	results	result	NOUN
easat-4153	39	8	from	from	ADP
easat-4153	39	9	multiple	multiple	ADJ
easat-4153	39	10	analyzers	analyzer	NOUN
easat-4153	39	11	can	can	AUX
easat-4153	39	12	reduce	reduce	VERB
easat-4153	39	13	false	false	ADJ
easat-4153	39	14	negatives	negative	NOUN
easat-4153	39	15	,	,	PUNCT
easat-4153	39	16	although	although	SCONJ
easat-4153	39	17	vulnerabilities	vulnerability	NOUN
easat-4153	39	18	remain	remain	VERB
easat-4153	39	19	undetected	undetected	ADJ
easat-4153	39	20	in	in	ADP
easat-4153	39	21	real	real	ADJ
easat-4153	39	22	-	-	PUNCT
easat-4153	39	23	world	world	NOUN
easat-4153	39	24	applications	application	NOUN
easat-4153	39	25	.	.	PUNCT
easat-4153	40	1	the	the	DET
easat-4153	40	2	importance	importance	NOUN
easat-4153	40	3	of	of	ADP
easat-4153	40	4	sca	sca	PROPN
easat-4153	40	5	tools	tool	NOUN
easat-4153	40	6	is	be	AUX
easat-4153	40	7	further	far	ADV
easat-4153	40	8	validated	validate	VERB
easat-4153	40	9	by	by	ADP
easat-4153	40	10	alqaradaghi	alqaradaghi	PROPN
easat-4153	40	11	and	and	CCONJ
easat-4153	40	12	kozsik	kozsik	NOUN
easat-4153	41	1	[	[	X
easat-4153	41	2	3	3	NUM
easat-4153	41	3	]	]	PUNCT
easat-4153	41	4	who	who	PRON
easat-4153	41	5	note	note	VERB
easat-4153	41	6	that	that	SCONJ
easat-4153	41	7	no	no	DET
easat-4153	41	8	single	single	ADJ
easat-4153	41	9	tool	tool	NOUN
easat-4153	41	10	can	can	AUX
easat-4153	41	11	comprehensively	comprehensively	ADV
easat-4153	41	12	detect	detect	VERB
easat-4153	41	13	vulnerabilities	vulnerability	NOUN
easat-4153	41	14	,	,	PUNCT
easat-4153	41	15	emphasizing	emphasize	VERB
easat-4153	41	16	the	the	DET
easat-4153	41	17	need	need	NOUN
easat-4153	41	18	for	for	ADP
easat-4153	41	19	integration	integration	NOUN
easat-4153	41	20	and	and	CCONJ
easat-4153	41	21	tool	tool	NOUN
easat-4153	41	22	diversity	diversity	NOUN
easat-4153	41	23	in	in	ADP
easat-4153	41	24	software	software	NOUN
easat-4153	41	25	testing	testing	NOUN
easat-4153	41	26	.	.	PUNCT
easat-4153	42	1	the	the	DET
easat-4153	42	2	security	security	NOUN
easat-4153	42	3	implications	implication	NOUN
easat-4153	42	4	of	of	ADP
easat-4153	42	5	ci	ci	NOUN
easat-4153	42	6	/	/	SYM
easat-4153	42	7	cd	cd	NOUN
easat-4153	42	8	pipelines	pipeline	NOUN
easat-4153	42	9	have	have	AUX
easat-4153	42	10	gained	gain	VERB
easat-4153	42	11	significant	significant	ADJ
easat-4153	42	12	attention	attention	NOUN
easat-4153	42	13	due	due	ADP
easat-4153	42	14	to	to	ADP
easat-4153	42	15	their	their	PRON
easat-4153	42	16	critical	critical	ADJ
easat-4153	42	17	role	role	NOUN
easat-4153	42	18	in	in	ADP
easat-4153	42	19	modern	modern	ADJ
easat-4153	42	20	devops	devop	NOUN
easat-4153	42	21	workflows	workflow	NOUN
easat-4153	42	22	.	.	PUNCT
easat-4153	43	1	as	as	ADP
easat-4153	43	2	pan	pan	NOUN
easat-4153	43	3	[	[	X
easat-4153	43	4	4	4	NUM
easat-4153	43	5	]	]	PUNCT
easat-4153	43	6	detail	detail	NOUN
easat-4153	43	7	,	,	PUNCT
easat-4153	43	8	ci	ci	PROPN
easat-4153	43	9	/	/	SYM
easat-4153	43	10	cd	cd	NOUN
easat-4153	43	11	pipelines	pipeline	NOUN
easat-4153	43	12	are	be	AUX
easat-4153	43	13	susceptible	susceptible	ADJ
easat-4153	43	14	to	to	ADP
easat-4153	43	15	various	various	ADJ
easat-4153	43	16	attack	attack	NOUN
easat-4153	43	17	vectors	vector	NOUN
easat-4153	43	18	,	,	PUNCT
easat-4153	43	19	such	such	ADJ
easat-4153	43	20	as	as	ADP
easat-4153	43	21	malicious	malicious	ADJ
easat-4153	43	22	code	code	NOUN
easat-4153	43	23	injection	injection	NOUN
easat-4153	43	24	and	and	CCONJ
easat-4153	43	25	outdated	outdated	ADJ
easat-4153	43	26	dependencies	dependency	NOUN
easat-4153	43	27	,	,	PUNCT
easat-4153	43	28	leading	lead	VERB
easat-4153	43	29	to	to	ADP
easat-4153	43	30	severe	severe	ADJ
easat-4153	43	31	consequences	consequence	NOUN
easat-4153	43	32	.	.	PUNCT
easat-4153	44	1	paule	paule	PROPN
easat-4153	44	2	,	,	PUNCT
easat-4153	44	3	et	et	PROPN
easat-4153	44	4	al	al	PROPN
easat-4153	44	5	.	.	PUNCT
easat-4153	45	1	[	[	X
easat-4153	45	2	5	5	NUM
easat-4153	45	3	]	]	PUNCT
easat-4153	45	4	identify	identify	VERB
easat-4153	45	5	22	22	NUM
easat-4153	45	6	vulnerabilities	vulnerability	NOUN
easat-4153	45	7	in	in	ADP
easat-4153	45	8	industry	industry	NOUN
easat-4153	45	9	pipelines	pipeline	NOUN
easat-4153	45	10	,	,	PUNCT
easat-4153	45	11	highlighting	highlight	VERB
easat-4153	45	12	the	the	DET
easat-4153	45	13	need	need	NOUN
easat-4153	45	14	for	for	ADP
easat-4153	45	15	enhanced	enhanced	ADJ
easat-4153	45	16	threat	threat	NOUN
easat-4153	45	17	modeling	modeling	NOUN
easat-4153	45	18	.	.	PUNCT
easat-4153	46	1	ho	ho	PROPN
easat-4153	46	2	-	-	PUNCT
easat-4153	46	3	dac	dac	PROPN
easat-4153	46	4	and	and	CCONJ
easat-4153	46	5	vo	vo	NOUN
easat-4153	47	1	[	[	X
easat-4153	47	2	6	6	NUM
easat-4153	47	3	]	]	X
easat-4153	47	4	propose	propose	AUX
easat-4153	47	5	integrating	integrate	VERB
easat-4153	47	6	open	open	ADJ
easat-4153	47	7	-	-	PUNCT
easat-4153	47	8	source	source	NOUN
easat-4153	47	9	security	security	NOUN
easat-4153	47	10	tools	tool	NOUN
easat-4153	47	11	into	into	ADP
easat-4153	47	12	pipelines	pipeline	NOUN
easat-4153	47	13	,	,	PUNCT
easat-4153	47	14	aligning	align	VERB
easat-4153	47	15	with	with	ADP
easat-4153	47	16	the	the	DET
easat-4153	47	17	"	"	PUNCT
easat-4153	47	18	shift	shift	NOUN
easat-4153	47	19	-	-	PUNCT
easat-4153	47	20	left	left	ADJ
easat-4153	47	21	"	"	PUNCT
easat-4153	47	22	security	security	NOUN
easat-4153	47	23	philosophy	philosophy	NOUN
easat-4153	47	24	emphasizing	emphasize	VERB
easat-4153	47	25	early	early	ADJ
easat-4153	47	26	vulnerability	vulnerability	NOUN
easat-4153	47	27	detection	detection	NOUN
easat-4153	47	28	.	.	PUNCT
easat-4153	48	1	meanwhile	meanwhile	ADV
easat-4153	48	2	,	,	PUNCT
easat-4153	48	3	marandi	marandi	PROPN
easat-4153	48	4	,	,	PUNCT
easat-4153	48	5	et	et	PROPN
easat-4153	48	6	al	al	PROPN
easat-4153	48	7	.	.	PUNCT
easat-4153	49	1	[	[	X
easat-4153	49	2	7	7	X
easat-4153	49	3	]	]	PUNCT
easat-4153	49	4	highlight	highlight	VERB
easat-4153	49	5	the	the	DET
easat-4153	49	6	importance	importance	NOUN
easat-4153	49	7	of	of	ADP
easat-4153	49	8	automating	automate	VERB
easat-4153	49	9	security	security	NOUN
easat-4153	49	10	scanning	scanning	NOUN
easat-4153	49	11	using	use	VERB
easat-4153	49	12	dynamic	dynamic	ADJ
easat-4153	49	13	and	and	CCONJ
easat-4153	49	14	static	static	ADJ
easat-4153	49	15	analysis	analysis	NOUN
easat-4153	49	16	tools	tool	NOUN
easat-4153	49	17	to	to	PART
easat-4153	49	18	mitigate	mitigate	VERB
easat-4153	49	19	risks	risk	NOUN
easat-4153	49	20	in	in	ADP
easat-4153	49	21	devsecops	devsecop	NOUN
easat-4153	49	22	environments	environment	NOUN
easat-4153	49	23	.	.	PUNCT
easat-4153	50	1	dakic	dakic	PROPN
easat-4153	50	2	,	,	PUNCT
easat-4153	50	3	et	et	PROPN
easat-4153	50	4	al	al	PROPN
easat-4153	50	5	.	.	PUNCT
easat-4153	51	1	[	[	X
easat-4153	51	2	8	8	NUM
easat-4153	51	3	]	]	PUNCT
easat-4153	51	4	highlight	highlight	VERB
easat-4153	51	5	that	that	SCONJ
easat-4153	51	6	because	because	SCONJ
easat-4153	51	7	modern	modern	ADJ
easat-4153	51	8	application	application	NOUN
easat-4153	51	9	development	development	NOUN
easat-4153	51	10	has	have	AUX
easat-4153	51	11	redefined	redefine	VERB
easat-4153	51	12	how	how	SCONJ
easat-4153	51	13	teams	team	NOUN
easat-4153	51	14	develop	develop	VERB
easat-4153	51	15	their	their	PRON
easat-4153	51	16	solutions	solution	NOUN
easat-4153	51	17	,	,	PUNCT
easat-4153	51	18	ci	ci	NOUN
easat-4153	51	19	/	/	SYM
easat-4153	51	20	cd	cd	NOUN
easat-4153	51	21	tools	tool	NOUN
easat-4153	51	22	need	need	VERB
easat-4153	51	23	advanced	advanced	ADJ
easat-4153	51	24	privileges	privilege	NOUN
easat-4153	51	25	;	;	PUNCT
easat-4153	51	26	they	they	PRON
easat-4153	51	27	have	have	VERB
easat-4153	51	28	to	to	PART
easat-4153	51	29	be	be	AUX
easat-4153	51	30	able	able	ADJ
easat-4153	51	31	to	to	PART
easat-4153	51	32	access	access	VERB
easat-4153	51	33	code	code	NOUN
easat-4153	51	34	repositories	repository	NOUN
easat-4153	51	35	,	,	PUNCT
easat-4153	51	36	etc	etc	X
easat-4153	51	37	.	.	X
easat-4153	51	38	,	,	PUNCT
easat-4153	51	39	creating	create	VERB
easat-4153	51	40	a	a	DET
easat-4153	51	41	big	big	ADJ
easat-4153	51	42	attack	attack	NOUN
easat-4153	51	43	surface	surface	NOUN
easat-4153	51	44	.	.	PUNCT
easat-4153	52	1	furthermore	furthermore	ADV
easat-4153	52	2	,	,	PUNCT
easat-4153	52	3	dakic	dakic	PROPN
easat-4153	52	4	,	,	PUNCT
easat-4153	52	5	et	et	PROPN
easat-4153	52	6	al	al	PROPN
easat-4153	52	7	.	.	PUNCT
easat-4153	53	1	[	[	X
easat-4153	53	2	9	9	NUM
easat-4153	53	3	]	]	PUNCT
easat-4153	53	4	also	also	ADV
easat-4153	53	5	note	note	VERB
easat-4153	53	6	that	that	SCONJ
easat-4153	53	7	,	,	PUNCT
easat-4153	53	8	without	without	ADP
easat-4153	53	9	any	any	DET
easat-4153	53	10	extra	extra	ADJ
easat-4153	53	11	configuration	configuration	NOUN
easat-4153	53	12	,	,	PUNCT
easat-4153	53	13	only	only	ADV
easat-4153	53	14	a	a	DET
easat-4153	53	15	limited	limited	ADJ
easat-4153	53	16	number	number	NOUN
easat-4153	53	17	of	of	ADP
easat-4153	53	18	messages	message	NOUN
easat-4153	53	19	pass	pass	VERB
easat-4153	53	20	through	through	ADP
easat-4153	53	21	the	the	DET
easat-4153	53	22	audit	audit	NOUN
easat-4153	53	23	system	system	NOUN
easat-4153	53	24	,	,	PUNCT
easat-4153	53	25	mainly	mainly	ADV
easat-4153	53	26	authentication	authentication	NOUN
easat-4153	53	27	/	/	SYM
easat-4153	53	28	authorization	authorization	NOUN
easat-4153	53	29	and	and	CCONJ
easat-4153	53	30	selinux	selinux	NOUN
easat-4153	53	31	messages	message	NOUN
easat-4153	53	32	.	.	PUNCT
easat-4153	54	1	this	this	PRON
easat-4153	54	2	creates	create	VERB
easat-4153	54	3	a	a	DET
easat-4153	54	4	more	more	ADV
easat-4153	54	5	extensive	extensive	ADJ
easat-4153	54	6	set	set	NOUN
easat-4153	54	7	of	of	ADP
easat-4153	54	8	problems	problem	NOUN
easat-4153	54	9	,	,	PUNCT
easat-4153	54	10	as	as	SCONJ
easat-4153	54	11	auditing	auditing	NOUN
easat-4153	54	12	is	be	AUX
easat-4153	54	13	a	a	DET
easat-4153	54	14	fundamental	fundamental	ADJ
easat-4153	54	15	aspect	aspect	NOUN
easat-4153	54	16	of	of	ADP
easat-4153	54	17	security	security	NOUN
easat-4153	54	18	that	that	PRON
easat-4153	54	19	must	must	AUX
easat-4153	54	20	be	be	AUX
easat-4153	54	21	adequately	adequately	ADV
easat-4153	54	22	implemented	implement	VERB
easat-4153	54	23	and	and	CCONJ
easat-4153	54	24	monitored	monitor	VERB
easat-4153	54	25	for	for	SCONJ
easat-4153	54	26	application	application	NOUN
easat-4153	54	27	security	security	NOUN
easat-4153	54	28	to	to	PART
easat-4153	54	29	be	be	AUX
easat-4153	54	30	high	high	ADJ
easat-4153	54	31	enough	enough	ADV
easat-4153	54	32	.	.	PUNCT
easat-4153	55	1	there	there	PRON
easat-4153	55	2	are	be	VERB
easat-4153	55	3	also	also	ADV
easat-4153	55	4	problems	problem	NOUN
easat-4153	55	5	with	with	ADP
easat-4153	55	6	vulnerabilities	vulnerability	NOUN
easat-4153	55	7	in	in	ADP
easat-4153	55	8	system	system	NOUN
easat-4153	55	9	architecture	architecture	NOUN
easat-4153	55	10	,	,	PUNCT
easat-4153	55	11	configurations	configuration	NOUN
easat-4153	55	12	,	,	PUNCT
easat-4153	55	13	and	and	CCONJ
easat-4153	55	14	operation	operation	NOUN
easat-4153	55	15	practices	practice	NOUN
easat-4153	55	16	that	that	PRON
easat-4153	55	17	need	need	VERB
easat-4153	55	18	to	to	PART
easat-4153	55	19	be	be	AUX
easat-4153	55	20	addressed	address	VERB
easat-4153	55	21	to	to	PART
easat-4153	55	22	safeguard	safeguard	VERB
easat-4153	55	23	sensitive	sensitive	ADJ
easat-4153	55	24	data	datum	NOUN
easat-4153	55	25	[	[	X
easat-4153	55	26	10	10	NUM
easat-4153	55	27	]	]	PUNCT
easat-4153	55	28	.	.	PUNCT
easat-4153	56	1	container	container	NOUN
easat-4153	56	2	platform	platform	NOUN
easat-4153	56	3	security	security	NOUN
easat-4153	56	4	has	have	AUX
easat-4153	56	5	also	also	ADV
easat-4153	56	6	emerged	emerge	VERB
easat-4153	56	7	as	as	ADP
easat-4153	56	8	a	a	DET
easat-4153	56	9	focal	focal	ADJ
easat-4153	56	10	area	area	NOUN
easat-4153	56	11	,	,	PUNCT
easat-4153	56	12	with	with	ADP
easat-4153	56	13	platforms	platform	NOUN
easat-4153	56	14	like	like	ADP
easat-4153	56	15	docker	docker	PROPN
easat-4153	56	16	and	and	CCONJ
easat-4153	56	17	kubernetes	kubernete	NOUN
easat-4153	56	18	at	at	ADP
easat-4153	56	19	the	the	DET
easat-4153	56	20	forefront	forefront	NOUN
easat-4153	56	21	.	.	PUNCT
easat-4153	57	1	bhardwaj	bhardwaj	PROPN
easat-4153	57	2	,	,	PUNCT
easat-4153	57	3	et	et	PROPN
easat-4153	57	4	al	al	PROPN
easat-4153	57	5	.	.	PUNCT
easat-4153	58	1	[	[	X
easat-4153	58	2	11	11	NUM
easat-4153	58	3	]	]	PUNCT
easat-4153	58	4	stress	stress	VERB
easat-4153	58	5	the	the	DET
easat-4153	58	6	need	need	NOUN
easat-4153	58	7	for	for	ADP
easat-4153	58	8	automated	automate	VERB
easat-4153	58	9	vulnerability	vulnerability	NOUN
easat-4153	58	10	detection	detection	NOUN
easat-4153	58	11	and	and	CCONJ
easat-4153	58	12	compliance	compliance	NOUN
easat-4153	58	13	enforcement	enforcement	NOUN
easat-4153	58	14	in	in	ADP
easat-4153	58	15	containerized	containerized	ADJ
easat-4153	58	16	ecosystems	ecosystem	NOUN
easat-4153	58	17	.	.	PUNCT
easat-4153	59	1	shevchuk	shevchuk	PROPN
easat-4153	59	2	,	,	PUNCT
easat-4153	59	3	et	et	PROPN
easat-4153	59	4	al	al	PROPN
easat-4153	59	5	.	.	PUNCT
easat-4153	60	1	[	[	X
easat-4153	60	2	12	12	NUM
easat-4153	60	3	]	]	PUNCT
easat-4153	60	4	explore	explore	VERB
easat-4153	60	5	kubernetesspecific	kubernetesspecific	NOUN
easat-4153	60	6	vulnerabilities	vulnerability	NOUN
easat-4153	60	7	,	,	PUNCT
easat-4153	60	8	advocating	advocate	VERB
easat-4153	60	9	for	for	ADP
easat-4153	60	10	best	good	ADJ
easat-4153	60	11	practices	practice	NOUN
easat-4153	60	12	to	to	PART
easat-4153	60	13	secure	secure	VERB
easat-4153	60	14	ci	ci	NOUN
easat-4153	60	15	/	/	SYM
easat-4153	60	16	cd	cd	NOUN
easat-4153	60	17	processes	process	NOUN
easat-4153	60	18	.	.	PUNCT
easat-4153	61	1	afifah	afifah	PROPN
easat-4153	61	2	,	,	PUNCT
easat-4153	61	3	et	et	PROPN
easat-4153	61	4	al	al	PROPN
easat-4153	61	5	.	.	PUNCT
easat-4153	62	1	[	[	X
easat-4153	62	2	13	13	NUM
easat-4153	62	3	]	]	X
easat-4153	62	4	propose	propose	VERB
easat-4153	62	5	using	use	VERB
easat-4153	62	6	code	code	NOUN
easat-4153	62	7	obfuscation	obfuscation	NOUN
easat-4153	62	8	techniques	technique	NOUN
easat-4153	62	9	within	within	ADP
easat-4153	62	10	ci	ci	NOUN
easat-4153	62	11	/	/	SYM
easat-4153	62	12	cd	cd	NOUN
easat-4153	62	13	pipelines	pipeline	NOUN
easat-4153	62	14	to	to	PART
easat-4153	62	15	safeguard	safeguard	VERB
easat-4153	62	16	against	against	ADP
easat-4153	62	17	unauthorized	unauthorized	ADJ
easat-4153	62	18	access	access	NOUN
easat-4153	62	19	,	,	PUNCT
easat-4153	62	20	demonstrating	demonstrate	VERB
easat-4153	62	21	the	the	DET
easat-4153	62	22	growing	grow	VERB
easat-4153	62	23	intersection	intersection	NOUN
easat-4153	62	24	of	of	ADP
easat-4153	62	25	security	security	NOUN
easat-4153	62	26	and	and	CCONJ
easat-4153	62	27	automation	automation	NOUN
easat-4153	62	28	in	in	ADP
easat-4153	62	29	containerized	containerized	ADJ
easat-4153	62	30	workflows	workflow	NOUN
easat-4153	62	31	.	.	PUNCT
easat-4153	63	1	dynamic	dynamic	ADJ
easat-4153	63	2	security	security	NOUN
easat-4153	63	3	testing	testing	NOUN
easat-4153	63	4	tools	tool	NOUN
easat-4153	63	5	integrated	integrate	VERB
easat-4153	63	6	into	into	ADP
easat-4153	63	7	ci	ci	NOUN
easat-4153	63	8	/	/	SYM
easat-4153	63	9	cd	cd	NOUN
easat-4153	63	10	pipelines	pipeline	NOUN
easat-4153	63	11	have	have	AUX
easat-4153	63	12	shown	show	VERB
easat-4153	63	13	promise	promise	NOUN
easat-4153	63	14	in	in	ADP
easat-4153	63	15	addressing	address	VERB
easat-4153	63	16	runtime	runtime	NOUN
easat-4153	63	17	vulnerabilities	vulnerability	NOUN
easat-4153	63	18	.	.	PUNCT
easat-4153	64	1	rangnau	rangnau	PROPN
easat-4153	64	2	,	,	PUNCT
easat-4153	64	3	et	et	PROPN
easat-4153	64	4	al	al	PROPN
easat-4153	64	5	.	.	PUNCT
easat-4153	65	1	[	[	X
easat-4153	65	2	14	14	NUM
easat-4153	65	3	]	]	PUNCT
easat-4153	65	4	present	present	ADJ
easat-4153	65	5	a	a	DET
easat-4153	65	6	case	case	NOUN
easat-4153	65	7	study	study	NOUN
easat-4153	65	8	integrating	integrate	VERB
easat-4153	65	9	dynamic	dynamic	ADJ
easat-4153	65	10	testing	testing	NOUN
easat-4153	65	11	techniques	technique	NOUN
easat-4153	65	12	,	,	PUNCT
easat-4153	65	13	revealing	reveal	VERB
easat-4153	65	14	challenges	challenge	NOUN
easat-4153	65	15	and	and	CCONJ
easat-4153	65	16	opportunities	opportunity	NOUN
easat-4153	65	17	in	in	ADP
easat-4153	65	18	the	the	DET
easat-4153	65	19	devsecops	devsecop	NOUN
easat-4153	65	20	paradigm	paradigm	NOUN
easat-4153	65	21	.	.	PUNCT
easat-4153	66	1	additionally	additionally	ADV
easat-4153	66	2	,	,	PUNCT
easat-4153	66	3	ponaka	ponaka	NOUN
easat-4153	66	4	[	[	X
easat-4153	66	5	15	15	NUM
easat-4153	66	6	]	]	PUNCT
easat-4153	66	7	illustrates	illustrate	VERB
easat-4153	66	8	the	the	DET
easat-4153	66	9	effectiveness	effectiveness	NOUN
easat-4153	66	10	of	of	ADP
easat-4153	66	11	security	security	NOUN
easat-4153	66	12	gates	gate	NOUN
easat-4153	66	13	in	in	ADP
easat-4153	66	14	preventing	prevent	VERB
easat-4153	66	15	the	the	DET
easat-4153	66	16	deployment	deployment	NOUN
easat-4153	66	17	of	of	ADP
easat-4153	66	18	critical	critical	ADJ
easat-4153	66	19	vulnerabilities	vulnerability	NOUN
easat-4153	66	20	,	,	PUNCT
easat-4153	66	21	advocating	advocate	VERB
easat-4153	66	22	for	for	ADP
easat-4153	66	23	automated	automate	VERB
easat-4153	66	24	checks	check	NOUN
easat-4153	66	25	throughout	throughout	ADP
easat-4153	66	26	the	the	DET
easat-4153	66	27	sdlc	sdlc	NOUN
easat-4153	66	28	.	.	PUNCT
easat-4153	67	1	395	395	NUM
easat-4153	67	2	edelweiss	edelweiss	PROPN
easat-4153	67	3	applied	apply	VERB
easat-4153	67	4	science	science	NOUN
easat-4153	67	5	and	and	CCONJ
easat-4153	67	6	technology	technology	NOUN
easat-4153	67	7	issn	issn	PROPN
easat-4153	67	8	:	:	PUNCT
easat-4153	67	9	2576	2576	NUM
easat-4153	67	10	-	-	SYM
easat-4153	67	11	8484	8484	NUM
easat-4153	67	12	vol	vol	NOUN
easat-4153	67	13	.	.	PROPN
easat-4153	68	1	9	9	NUM
easat-4153	68	2	,	,	PUNCT
easat-4153	68	3	no	no	INTJ
easat-4153	68	4	.	.	NOUN
easat-4153	68	5	1	1	NUM
easat-4153	68	6	:	:	PUNCT
easat-4153	68	7	393	393	NUM
easat-4153	68	8	-	-	SYM
easat-4153	68	9	402	402	NUM
easat-4153	68	10	,	,	PUNCT
easat-4153	68	11	2025	2025	NUM
easat-4153	68	12	doi	doi	NOUN
easat-4153	68	13	:	:	PUNCT
easat-4153	68	14	10.55214/25768484.v9i1.4153	10.55214/25768484.v9i1.4153	NUM
easat-4153	68	15	©	©	PROPN
easat-4153	68	16	2025	2025	NUM
easat-4153	68	17	by	by	ADP
easat-4153	68	18	the	the	DET
easat-4153	68	19	authors	author	NOUN
easat-4153	68	20	;	;	PUNCT
easat-4153	68	21	licensee	licensee	PROPN
easat-4153	68	22	learning	learning	NOUN
easat-4153	68	23	gate	gate	VERB
easat-4153	68	24	recent	recent	ADJ
easat-4153	68	25	advancements	advancement	NOUN
easat-4153	68	26	in	in	ADP
easat-4153	68	27	threat	threat	NOUN
easat-4153	68	28	modeling	modeling	NOUN
easat-4153	68	29	and	and	CCONJ
easat-4153	68	30	policy	policy	NOUN
easat-4153	68	31	enforcement	enforcement	NOUN
easat-4153	68	32	have	have	AUX
easat-4153	68	33	strengthened	strengthen	VERB
easat-4153	68	34	ci	ci	NOUN
easat-4153	68	35	/	/	SYM
easat-4153	68	36	cd	cd	NOUN
easat-4153	68	37	security	security	NOUN
easat-4153	68	38	frameworks	framework	NOUN
easat-4153	68	39	.	.	PUNCT
easat-4153	69	1	nikolov	nikolov	PROPN
easat-4153	69	2	and	and	CCONJ
easat-4153	69	3	aleksieva	aleksieva	PROPN
easat-4153	69	4	-	-	PUNCT
easat-4153	69	5	petrova	petrova	PROPN
easat-4153	69	6	[	[	X
easat-4153	69	7	16	16	NUM
easat-4153	69	8	]	]	PUNCT
easat-4153	69	9	propose	propose	VERB
easat-4153	69	10	a	a	DET
easat-4153	69	11	jenkins	jenkin	NOUN
easat-4153	69	12	-	-	PUNCT
easat-4153	69	13	based	base	VERB
easat-4153	69	14	framework	framework	NOUN
easat-4153	69	15	for	for	ADP
easat-4153	69	16	embedding	embed	VERB
easat-4153	69	17	threat	threat	NOUN
easat-4153	69	18	modeling	modeling	NOUN
easat-4153	69	19	into	into	ADP
easat-4153	69	20	pipelines	pipeline	NOUN
easat-4153	69	21	.	.	PUNCT
easat-4153	70	1	morales	morale	NOUN
easat-4153	70	2	and	and	CCONJ
easat-4153	70	3	yasar	yasar	PROPN
easat-4153	71	1	[	[	X
easat-4153	71	2	17	17	NUM
easat-4153	71	3	]	]	PUNCT
easat-4153	71	4	emphasize	emphasize	VERB
easat-4153	71	5	cultural	cultural	ADJ
easat-4153	71	6	and	and	CCONJ
easat-4153	71	7	technical	technical	ADJ
easat-4153	71	8	barriers	barrier	NOUN
easat-4153	71	9	to	to	ADP
easat-4153	71	10	implementing	implement	VERB
easat-4153	71	11	secure	secure	ADJ
easat-4153	71	12	pipelines	pipeline	NOUN
easat-4153	71	13	in	in	ADP
easat-4153	71	14	regulated	regulated	ADJ
easat-4153	71	15	environments	environment	NOUN
easat-4153	71	16	.	.	PUNCT
easat-4153	72	1	these	these	DET
easat-4153	72	2	studies	study	NOUN
easat-4153	72	3	highlight	highlight	VERB
easat-4153	72	4	the	the	DET
easat-4153	72	5	necessity	necessity	NOUN
easat-4153	72	6	of	of	ADP
easat-4153	72	7	a	a	DET
easat-4153	72	8	holistic	holistic	ADJ
easat-4153	72	9	approach	approach	NOUN
easat-4153	72	10	combining	combine	VERB
easat-4153	72	11	technical	technical	ADJ
easat-4153	72	12	tools	tool	NOUN
easat-4153	72	13	,	,	PUNCT
easat-4153	72	14	governance	governance	NOUN
easat-4153	72	15	,	,	PUNCT
easat-4153	72	16	and	and	CCONJ
easat-4153	72	17	cultural	cultural	ADJ
easat-4153	72	18	shifts	shift	NOUN
easat-4153	72	19	.	.	PUNCT
easat-4153	73	1	recent	recent	ADJ
easat-4153	73	2	research	research	NOUN
easat-4153	73	3	shows	show	VERB
easat-4153	73	4	the	the	DET
easat-4153	73	5	role	role	NOUN
easat-4153	73	6	of	of	ADP
easat-4153	73	7	advanced	advanced	ADJ
easat-4153	73	8	tools	tool	NOUN
easat-4153	73	9	and	and	CCONJ
easat-4153	73	10	methodologies	methodology	NOUN
easat-4153	73	11	in	in	ADP
easat-4153	73	12	mitigating	mitigate	VERB
easat-4153	73	13	ci	ci	NOUN
easat-4153	73	14	/	/	SYM
easat-4153	73	15	cd	cd	ADJ
easat-4153	73	16	and	and	CCONJ
easat-4153	73	17	container	container	NOUN
easat-4153	73	18	vulnerabilities	vulnerability	NOUN
easat-4153	73	19	.	.	PUNCT
easat-4153	74	1	singh	singh	PROPN
easat-4153	75	1	[	[	X
easat-4153	75	2	18	18	NUM
easat-4153	75	3	]	]	PUNCT
easat-4153	75	4	,	,	PUNCT
easat-4153	75	5	bajpai	bajpai	PROPN
easat-4153	75	6	and	and	CCONJ
easat-4153	75	7	lewis	lewis	PROPN
easat-4153	75	8	[	[	X
easat-4153	75	9	19	19	NUM
easat-4153	75	10	]	]	PUNCT
easat-4153	75	11	discuss	discuss	VERB
easat-4153	75	12	best	good	ADJ
easat-4153	75	13	practices	practice	NOUN
easat-4153	75	14	for	for	ADP
easat-4153	75	15	secure	secure	ADJ
easat-4153	75	16	ci	ci	NOUN
easat-4153	75	17	/	/	SYM
easat-4153	75	18	cd	cd	NOUN
easat-4153	75	19	implementations	implementation	NOUN
easat-4153	75	20	,	,	PUNCT
easat-4153	75	21	emphasizing	emphasize	VERB
easat-4153	75	22	the	the	DET
easat-4153	75	23	importance	importance	NOUN
easat-4153	75	24	of	of	ADP
easat-4153	75	25	collaboration	collaboration	NOUN
easat-4153	75	26	between	between	ADP
easat-4153	75	27	development	development	NOUN
easat-4153	75	28	and	and	CCONJ
easat-4153	75	29	operations	operation	NOUN
easat-4153	75	30	teams	team	NOUN
easat-4153	75	31	.	.	PUNCT
easat-4153	76	1	meanwhile	meanwhile	ADV
easat-4153	76	2	,	,	PUNCT
easat-4153	76	3	vassallo	vassallo	PROPN
easat-4153	76	4	,	,	PUNCT
easat-4153	76	5	et	et	PROPN
easat-4153	76	6	al	al	PROPN
easat-4153	76	7	.	.	PUNCT
easat-4153	77	1	[	[	X
easat-4153	77	2	20	20	NUM
easat-4153	77	3	]	]	PUNCT
easat-4153	77	4	highlight	highlight	VERB
easat-4153	77	5	the	the	DET
easat-4153	77	6	potential	potential	NOUN
easat-4153	77	7	of	of	ADP
easat-4153	77	8	automated	automate	VERB
easat-4153	77	9	linters	linter	NOUN
easat-4153	77	10	to	to	PART
easat-4153	77	11	detect	detect	VERB
easat-4153	77	12	misconfigurations	misconfiguration	NOUN
easat-4153	77	13	in	in	ADP
easat-4153	77	14	ci	ci	NOUN
easat-4153	77	15	/	/	SYM
easat-4153	77	16	cd	cd	NOUN
easat-4153	77	17	pipelines	pipeline	NOUN
easat-4153	77	18	,	,	PUNCT
easat-4153	77	19	demonstrating	demonstrate	VERB
easat-4153	77	20	the	the	DET
easat-4153	77	21	utility	utility	NOUN
easat-4153	77	22	of	of	ADP
easat-4153	77	23	semantic	semantic	ADJ
easat-4153	77	24	analysis	analysis	NOUN
easat-4153	77	25	tools	tool	NOUN
easat-4153	77	26	.	.	PUNCT
easat-4153	78	1	3	3	X
easat-4153	78	2	.	.	X
easat-4153	78	3	static	static	PROPN
easat-4153	78	4	code	code	PROPN
easat-4153	78	5	analysis	analysis	NOUN
easat-4153	78	6	static	static	ADJ
easat-4153	78	7	code	code	NOUN
easat-4153	78	8	analysis	analysis	NOUN
easat-4153	78	9	,	,	PUNCT
easat-4153	78	10	also	also	ADV
easat-4153	78	11	called	call	VERB
easat-4153	78	12	source	source	NOUN
easat-4153	78	13	code	code	NOUN
easat-4153	78	14	analysis	analysis	NOUN
easat-4153	78	15	,	,	PUNCT
easat-4153	78	16	is	be	AUX
easat-4153	78	17	an	an	DET
easat-4153	78	18	integral	integral	ADJ
easat-4153	78	19	part	part	NOUN
easat-4153	78	20	of	of	ADP
easat-4153	78	21	the	the	DET
easat-4153	78	22	code	code	NOUN
easat-4153	78	23	review	review	NOUN
easat-4153	78	24	process	process	NOUN
easat-4153	78	25	,	,	PUNCT
easat-4153	78	26	often	often	ADV
easat-4153	78	27	categorized	categorize	VERB
easat-4153	78	28	under	under	ADP
easat-4153	78	29	white	white	ADJ
easat-4153	78	30	-	-	PUNCT
easat-4153	78	31	box	box	NOUN
easat-4153	78	32	testing	testing	NOUN
easat-4153	78	33	[	[	X
easat-4153	78	34	21	21	NUM
easat-4153	78	35	]	]	PUNCT
easat-4153	78	36	.	.	PUNCT
easat-4153	79	1	it	it	PRON
easat-4153	79	2	is	be	AUX
easat-4153	79	3	typically	typically	ADV
easat-4153	79	4	conducted	conduct	VERB
easat-4153	79	5	during	during	ADP
easat-4153	79	6	the	the	DET
easat-4153	79	7	security	security	NOUN
easat-4153	79	8	development	development	NOUN
easat-4153	79	9	lifecycle	lifecycle	NOUN
easat-4153	79	10	(	(	PUNCT
easat-4153	79	11	sdl	sdl	NOUN
easat-4153	79	12	)	)	PUNCT
easat-4153	79	13	implementation	implementation	NOUN
easat-4153	79	14	phase	phase	NOUN
easat-4153	79	15	.	.	PUNCT
easat-4153	80	1	this	this	DET
easat-4153	80	2	method	method	NOUN
easat-4153	80	3	uses	use	VERB
easat-4153	80	4	static	static	ADJ
easat-4153	80	5	code	code	NOUN
easat-4153	80	6	analysis	analysis	NOUN
easat-4153	80	7	tools	tool	NOUN
easat-4153	80	8	to	to	PART
easat-4153	80	9	identify	identify	VERB
easat-4153	80	10	potential	potential	ADJ
easat-4153	80	11	vulnerabilities	vulnerability	NOUN
easat-4153	80	12	in	in	ADP
easat-4153	80	13	non	non	ADJ
easat-4153	80	14	-	-	ADJ
easat-4153	80	15	running	running	ADJ
easat-4153	80	16	(	(	PUNCT
easat-4153	80	17	static	static	ADJ
easat-4153	80	18	)	)	PUNCT
easat-4153	80	19	source	source	NOUN
easat-4153	80	20	code	code	NOUN
easat-4153	80	21	by	by	ADP
easat-4153	80	22	employing	employ	VERB
easat-4153	80	23	techniques	technique	NOUN
easat-4153	80	24	such	such	ADJ
easat-4153	80	25	as	as	ADP
easat-4153	80	26	taint	taint	NOUN
easat-4153	80	27	analysis	analysis	NOUN
easat-4153	80	28	and	and	CCONJ
easat-4153	80	29	data	data	NOUN
easat-4153	80	30	flow	flow	NOUN
easat-4153	80	31	analysis	analysis	NOUN
easat-4153	80	32	.	.	PUNCT
easat-4153	81	1	beyond	beyond	ADP
easat-4153	81	2	enhancing	enhance	VERB
easat-4153	81	3	application	application	NOUN
easat-4153	81	4	security	security	NOUN
easat-4153	81	5	,	,	PUNCT
easat-4153	81	6	static	static	ADJ
easat-4153	81	7	code	code	NOUN
easat-4153	81	8	analysis	analysis	NOUN
easat-4153	81	9	also	also	ADV
easat-4153	81	10	improves	improve	VERB
easat-4153	81	11	the	the	DET
easat-4153	81	12	overall	overall	ADJ
easat-4153	81	13	quality	quality	NOUN
easat-4153	81	14	and	and	CCONJ
easat-4153	81	15	performance	performance	NOUN
easat-4153	81	16	of	of	ADP
easat-4153	81	17	the	the	DET
easat-4153	81	18	code	code	NOUN
easat-4153	82	1	[	[	X
easat-4153	82	2	2	2	NUM
easat-4153	82	3	]	]	PUNCT
easat-4153	82	4	.	.	PUNCT
easat-4153	83	1	this	this	DET
easat-4153	83	2	analysis	analysis	NOUN
easat-4153	83	3	can	can	AUX
easat-4153	83	4	be	be	AUX
easat-4153	83	5	performed	perform	VERB
easat-4153	83	6	manually	manually	ADV
easat-4153	83	7	or	or	CCONJ
easat-4153	83	8	automatically	automatically	ADV
easat-4153	83	9	,	,	PUNCT
easat-4153	83	10	with	with	ADP
easat-4153	83	11	each	each	DET
easat-4153	83	12	approach	approach	NOUN
easat-4153	83	13	offering	offer	VERB
easat-4153	83	14	distinct	distinct	ADJ
easat-4153	83	15	advantages	advantage	NOUN
easat-4153	83	16	.	.	PUNCT
easat-4153	84	1	manual	manual	ADJ
easat-4153	84	2	analysis	analysis	NOUN
easat-4153	84	3	involves	involve	VERB
easat-4153	84	4	developers	developer	NOUN
easat-4153	84	5	reviewing	review	VERB
easat-4153	84	6	the	the	DET
easat-4153	84	7	source	source	NOUN
easat-4153	84	8	code	code	NOUN
easat-4153	84	9	to	to	PART
easat-4153	84	10	detect	detect	VERB
easat-4153	84	11	vulnerabilities	vulnerability	NOUN
easat-4153	84	12	that	that	SCONJ
easat-4153	84	13	automated	automate	VERB
easat-4153	84	14	tools	tool	NOUN
easat-4153	84	15	might	might	AUX
easat-4153	84	16	overlook	overlook	VERB
easat-4153	84	17	[	[	X
easat-4153	84	18	1	1	NUM
easat-4153	84	19	]	]	PUNCT
easat-4153	84	20	.	.	PUNCT
easat-4153	85	1	this	this	DET
easat-4153	85	2	method	method	NOUN
easat-4153	85	3	heavily	heavily	ADV
easat-4153	85	4	relies	rely	VERB
easat-4153	85	5	on	on	ADP
easat-4153	85	6	the	the	DET
easat-4153	85	7	developer	developer	NOUN
easat-4153	85	8	’s	’s	PART
easat-4153	85	9	expertise	expertise	NOUN
easat-4153	85	10	and	and	CCONJ
easat-4153	85	11	ability	ability	NOUN
easat-4153	85	12	to	to	PART
easat-4153	85	13	recognize	recognize	VERB
easat-4153	85	14	potential	potential	ADJ
easat-4153	85	15	security	security	NOUN
easat-4153	85	16	issues	issue	NOUN
easat-4153	85	17	by	by	ADP
easat-4153	85	18	examining	examine	VERB
easat-4153	85	19	the	the	DET
easat-4153	85	20	code	code	NOUN
easat-4153	85	21	.	.	PUNCT
easat-4153	86	1	however	however	ADV
easat-4153	86	2	,	,	PUNCT
easat-4153	86	3	it	it	PRON
easat-4153	86	4	can	can	AUX
easat-4153	86	5	be	be	AUX
easat-4153	86	6	inefficient	inefficient	ADJ
easat-4153	86	7	for	for	ADP
easat-4153	86	8	analyzing	analyze	VERB
easat-4153	86	9	large	large	ADJ
easat-4153	86	10	codebases	codebase	NOUN
easat-4153	86	11	.	.	PUNCT
easat-4153	87	1	on	on	ADP
easat-4153	87	2	the	the	DET
easat-4153	87	3	other	other	ADJ
easat-4153	87	4	hand	hand	NOUN
easat-4153	87	5	,	,	PUNCT
easat-4153	87	6	automatic	automatic	ADJ
easat-4153	87	7	static	static	ADJ
easat-4153	87	8	code	code	NOUN
easat-4153	87	9	analysis	analysis	NOUN
easat-4153	87	10	leverages	leverage	VERB
easat-4153	87	11	specialized	specialized	ADJ
easat-4153	87	12	tools	tool	NOUN
easat-4153	87	13	to	to	PART
easat-4153	87	14	scan	scan	VERB
easat-4153	87	15	the	the	DET
easat-4153	87	16	entire	entire	ADJ
easat-4153	87	17	codebase	codebase	NOUN
easat-4153	87	18	for	for	ADP
easat-4153	87	19	known	know	VERB
easat-4153	87	20	vulnerabilities	vulnerability	NOUN
easat-4153	87	21	.	.	PUNCT
easat-4153	88	1	these	these	DET
easat-4153	88	2	tools	tool	NOUN
easat-4153	88	3	use	use	VERB
easat-4153	88	4	sophisticated	sophisticated	ADJ
easat-4153	88	5	techniques	technique	NOUN
easat-4153	88	6	,	,	PUNCT
easat-4153	88	7	including	include	VERB
easat-4153	88	8	taint	taint	NOUN
easat-4153	88	9	analysis	analysis	NOUN
easat-4153	88	10	and	and	CCONJ
easat-4153	88	11	data	data	NOUN
easat-4153	88	12	flow	flow	NOUN
easat-4153	88	13	analysis	analysis	NOUN
easat-4153	88	14	,	,	PUNCT
easat-4153	88	15	to	to	PART
easat-4153	88	16	identify	identify	VERB
easat-4153	88	17	potential	potential	ADJ
easat-4153	88	18	risks	risk	NOUN
easat-4153	88	19	efficiently	efficiently	ADV
easat-4153	88	20	[	[	X
easat-4153	88	21	22	22	NUM
easat-4153	88	22	]	]	SYM
easat-4153	88	23	.	.	PUNCT
easat-4153	89	1	3.1	3.1	NUM
easat-4153	89	2	.	.	PUNCT
easat-4153	90	1	data	datum	NOUN
easat-4153	90	2	flow	flow	NOUN
easat-4153	90	3	analysis	analysis	NOUN
easat-4153	90	4	data	data	NOUN
easat-4153	90	5	flow	flow	NOUN
easat-4153	90	6	analysis	analysis	NOUN
easat-4153	90	7	is	be	AUX
easat-4153	90	8	a	a	DET
easat-4153	90	9	critical	critical	ADJ
easat-4153	90	10	technique	technique	NOUN
easat-4153	90	11	in	in	ADP
easat-4153	90	12	static	static	ADJ
easat-4153	90	13	code	code	NOUN
easat-4153	90	14	analysis	analysis	NOUN
easat-4153	90	15	that	that	PRON
easat-4153	90	16	tracks	track	VERB
easat-4153	90	17	data	datum	NOUN
easat-4153	90	18	movement	movement	NOUN
easat-4153	90	19	through	through	ADP
easat-4153	90	20	software	software	NOUN
easat-4153	90	21	from	from	ADP
easat-4153	90	22	input	input	NOUN
easat-4153	90	23	points	point	NOUN
easat-4153	90	24	to	to	ADP
easat-4153	90	25	output	output	NOUN
easat-4153	90	26	points	point	NOUN
easat-4153	90	27	[	[	X
easat-4153	90	28	3	3	NUM
easat-4153	90	29	]	]	PUNCT
easat-4153	90	30	.	.	PUNCT
easat-4153	91	1	this	this	DET
easat-4153	91	2	process	process	NOUN
easat-4153	91	3	uses	use	VERB
easat-4153	91	4	a	a	DET
easat-4153	91	5	control	control	NOUN
easat-4153	91	6	flow	flow	NOUN
easat-4153	91	7	graph	graph	NOUN
easat-4153	91	8	,	,	PUNCT
easat-4153	91	9	an	an	DET
easat-4153	91	10	abstract	abstract	ADJ
easat-4153	91	11	representation	representation	NOUN
easat-4153	91	12	of	of	ADP
easat-4153	91	13	the	the	DET
easat-4153	91	14	program	program	NOUN
easat-4153	91	15	or	or	CCONJ
easat-4153	91	16	procedure	procedure	NOUN
easat-4153	91	17	.	.	PUNCT
easat-4153	92	1	in	in	ADP
easat-4153	92	2	the	the	DET
easat-4153	92	3	graph	graph	NOUN
easat-4153	92	4	,	,	PUNCT
easat-4153	92	5	each	each	DET
easat-4153	92	6	node	node	NOUN
easat-4153	92	7	represents	represent	VERB
easat-4153	92	8	a	a	DET
easat-4153	92	9	basic	basic	ADJ
easat-4153	92	10	block	block	NOUN
easat-4153	92	11	,	,	PUNCT
easat-4153	92	12	and	and	CCONJ
easat-4153	92	13	directed	direct	VERB
easat-4153	92	14	edges	edge	NOUN
easat-4153	92	15	illustrate	illustrate	VERB
easat-4153	92	16	the	the	DET
easat-4153	92	17	control	control	NOUN
easat-4153	92	18	flow	flow	NOUN
easat-4153	92	19	jumps	jump	VERB
easat-4153	92	20	between	between	ADP
easat-4153	92	21	blocks	block	NOUN
easat-4153	92	22	.	.	PUNCT
easat-4153	93	1	blocks	block	NOUN
easat-4153	93	2	without	without	ADP
easat-4153	93	3	incoming	incoming	ADJ
easat-4153	93	4	edges	edge	NOUN
easat-4153	93	5	are	be	AUX
easat-4153	93	6	designated	designate	VERB
easat-4153	93	7	as	as	ADP
easat-4153	93	8	entry	entry	NOUN
easat-4153	93	9	blocks	block	NOUN
easat-4153	93	10	,	,	PUNCT
easat-4153	93	11	while	while	SCONJ
easat-4153	93	12	those	those	PRON
easat-4153	93	13	without	without	ADP
easat-4153	93	14	outgoing	outgoing	ADJ
easat-4153	93	15	edges	edge	NOUN
easat-4153	93	16	are	be	AUX
easat-4153	93	17	exit	exit	NOUN
easat-4153	93	18	blocks	block	NOUN
easat-4153	93	19	.	.	PUNCT
easat-4153	94	1	for	for	ADP
easat-4153	94	2	instance	instance	NOUN
easat-4153	94	3	,	,	PUNCT
easat-4153	94	4	figure	figure	NOUN
easat-4153	94	5	1	1	NUM
easat-4153	94	6	illustrates	illustrate	VERB
easat-4153	94	7	a	a	DET
easat-4153	94	8	simple	simple	ADJ
easat-4153	94	9	control	control	NOUN
easat-4153	94	10	flow	flow	NOUN
easat-4153	94	11	graph	graph	NOUN
easat-4153	94	12	,	,	PUNCT
easat-4153	94	13	where	where	SCONJ
easat-4153	94	14	“	"	PUNCT
easat-4153	94	15	node	node	NOUN
easat-4153	94	16	1	1	NUM
easat-4153	94	17	”	"	PUNCT
easat-4153	94	18	is	be	AUX
easat-4153	94	19	the	the	DET
easat-4153	94	20	entry	entry	NOUN
easat-4153	94	21	block	block	NOUN
easat-4153	94	22	,	,	PUNCT
easat-4153	94	23	and	and	CCONJ
easat-4153	94	24	“	"	PUNCT
easat-4153	94	25	node	node	NOUN
easat-4153	94	26	6	6	NUM
easat-4153	94	27	”	"	PUNCT
easat-4153	94	28	is	be	AUX
easat-4153	94	29	the	the	DET
easat-4153	94	30	exit	exit	NOUN
easat-4153	94	31	block	block	NOUN
easat-4153	94	32	.	.	PUNCT
easat-4153	95	1	figure	figure	NOUN
easat-4153	95	2	1	1	NUM
easat-4153	95	3	.	.	NOUN
easat-4153	95	4	example	example	NOUN
easat-4153	95	5	control	control	NOUN
easat-4153	95	6	flow	flow	NOUN
easat-4153	95	7	graph	graph	NOUN
easat-4153	95	8	where	where	SCONJ
easat-4153	95	9	node	node	NOUN
easat-4153	95	10	1	1	NUM
easat-4153	95	11	represents	represent	VERB
easat-4153	95	12	the	the	DET
easat-4153	95	13	entry	entry	NOUN
easat-4153	95	14	block	block	NOUN
easat-4153	95	15	,	,	PUNCT
easat-4153	95	16	and	and	CCONJ
easat-4153	95	17	node	node	NOUN
easat-4153	95	18	6	6	NUM
easat-4153	95	19	represents	represent	VERB
easat-4153	95	20	the	the	DET
easat-4153	95	21	exit	exit	NOUN
easat-4153	95	22	block	block	NOUN
easat-4153	95	23	.	.	PUNCT
easat-4153	96	1	396	396	NUM
easat-4153	96	2	edelweiss	edelweiss	PROPN
easat-4153	96	3	applied	apply	VERB
easat-4153	96	4	science	science	NOUN
easat-4153	96	5	and	and	CCONJ
easat-4153	96	6	technology	technology	NOUN
easat-4153	96	7	issn	issn	PROPN
easat-4153	96	8	:	:	PUNCT
easat-4153	96	9	2576	2576	NUM
easat-4153	96	10	-	-	SYM
easat-4153	96	11	8484	8484	NUM
easat-4153	96	12	vol	vol	NOUN
easat-4153	96	13	.	.	PROPN
easat-4153	97	1	9	9	NUM
easat-4153	97	2	,	,	PUNCT
easat-4153	97	3	no	no	INTJ
easat-4153	97	4	.	.	NOUN
easat-4153	97	5	1	1	NUM
easat-4153	97	6	:	:	PUNCT
easat-4153	97	7	393	393	NUM
easat-4153	97	8	-	-	SYM
easat-4153	97	9	402	402	NUM
easat-4153	97	10	,	,	PUNCT
easat-4153	97	11	2025	2025	NUM
easat-4153	97	12	doi	doi	NOUN
easat-4153	97	13	:	:	PUNCT
easat-4153	97	14	10.55214/25768484.v9i1.4153	10.55214/25768484.v9i1.4153	NUM
easat-4153	97	15	©	©	PROPN
easat-4153	97	16	2025	2025	NUM
easat-4153	97	17	by	by	ADP
easat-4153	97	18	the	the	DET
easat-4153	97	19	authors	author	NOUN
easat-4153	97	20	;	;	PUNCT
easat-4153	97	21	licensee	licensee	PROPN
easat-4153	97	22	learning	learning	NOUN
easat-4153	97	23	gate	gate	NOUN
easat-4153	97	24	this	this	DET
easat-4153	97	25	approach	approach	NOUN
easat-4153	97	26	helps	help	VERB
easat-4153	97	27	uncover	uncover	VERB
easat-4153	97	28	vulnerabilities	vulnerability	NOUN
easat-4153	97	29	caused	cause	VERB
easat-4153	97	30	by	by	ADP
easat-4153	97	31	improper	improper	ADJ
easat-4153	97	32	data	datum	NOUN
easat-4153	97	33	validation	validation	NOUN
easat-4153	97	34	,	,	PUNCT
easat-4153	97	35	storage	storage	NOUN
easat-4153	97	36	,	,	PUNCT
easat-4153	97	37	or	or	CCONJ
easat-4153	97	38	handling	handling	NOUN
easat-4153	97	39	,	,	PUNCT
easat-4153	97	40	such	such	ADJ
easat-4153	97	41	as	as	SCONJ
easat-4153	97	42	buffer	buffer	NOUN
easat-4153	97	43	overflows	overflow	VERB
easat-4153	97	44	or	or	CCONJ
easat-4153	97	45	insecure	insecure	ADJ
easat-4153	97	46	data	datum	NOUN
easat-4153	97	47	processing	processing	NOUN
easat-4153	97	48	[	[	X
easat-4153	97	49	23	23	NUM
easat-4153	97	50	]	]	PUNCT
easat-4153	97	51	.	.	PUNCT
easat-4153	98	1	by	by	ADP
easat-4153	98	2	tracing	trace	VERB
easat-4153	98	3	data	datum	NOUN
easat-4153	98	4	movements	movement	NOUN
easat-4153	98	5	,	,	PUNCT
easat-4153	98	6	developers	developer	NOUN
easat-4153	98	7	can	can	AUX
easat-4153	98	8	locate	locate	VERB
easat-4153	98	9	points	point	NOUN
easat-4153	98	10	where	where	SCONJ
easat-4153	98	11	sensitive	sensitive	ADJ
easat-4153	98	12	information	information	NOUN
easat-4153	98	13	might	might	AUX
easat-4153	98	14	be	be	AUX
easat-4153	98	15	exposed	expose	VERB
easat-4153	98	16	to	to	ADP
easat-4153	98	17	unauthorized	unauthorized	ADJ
easat-4153	98	18	access	access	NOUN
easat-4153	98	19	or	or	CCONJ
easat-4153	98	20	modifications	modification	NOUN
easat-4153	98	21	.	.	PUNCT
easat-4153	99	1	3.2	3.2	NUM
easat-4153	99	2	.	.	PUNCT
easat-4153	100	1	taint	taint	VERB
easat-4153	100	2	analysis	analysis	NOUN
easat-4153	100	3	taint	taint	NOUN
easat-4153	100	4	analysis	analysis	NOUN
easat-4153	100	5	tracks	track	NOUN
easat-4153	100	6	potentially	potentially	ADV
easat-4153	100	7	harmful	harmful	ADJ
easat-4153	100	8	(	(	PUNCT
easat-4153	100	9	tainted	tainted	ADJ
easat-4153	100	10	)	)	PUNCT
easat-4153	100	11	data	datum	NOUN
easat-4153	100	12	flow	flow	NOUN
easat-4153	100	13	through	through	ADP
easat-4153	100	14	an	an	DET
easat-4153	100	15	application	application	NOUN
easat-4153	100	16	[	[	X
easat-4153	100	17	24	24	NUM
easat-4153	100	18	]	]	PUNCT
easat-4153	100	19	.	.	PUNCT
easat-4153	101	1	it	it	PRON
easat-4153	101	2	identifies	identify	VERB
easat-4153	101	3	input	input	NOUN
easat-4153	101	4	sources	source	NOUN
easat-4153	101	5	susceptible	susceptible	ADJ
easat-4153	101	6	to	to	ADP
easat-4153	101	7	manipulation	manipulation	NOUN
easat-4153	101	8	,	,	PUNCT
easat-4153	101	9	such	such	ADJ
easat-4153	101	10	as	as	ADP
easat-4153	101	11	form	form	NOUN
easat-4153	101	12	fields	field	NOUN
easat-4153	101	13	,	,	PUNCT
easat-4153	101	14	url	url	NOUN
easat-4153	101	15	parameters	parameter	NOUN
easat-4153	101	16	,	,	PUNCT
easat-4153	101	17	or	or	CCONJ
easat-4153	101	18	http	http	NOUN
easat-4153	101	19	headers	header	NOUN
easat-4153	101	20	.	.	PUNCT
easat-4153	102	1	the	the	DET
easat-4153	102	2	analysis	analysis	NOUN
easat-4153	102	3	then	then	ADV
easat-4153	102	4	monitors	monitor	VERB
easat-4153	102	5	how	how	SCONJ
easat-4153	102	6	this	this	DET
easat-4153	102	7	data	datum	NOUN
easat-4153	102	8	propagates	propagate	VERB
easat-4153	102	9	within	within	ADP
easat-4153	102	10	the	the	DET
easat-4153	102	11	application	application	NOUN
easat-4153	102	12	,	,	PUNCT
easat-4153	102	13	identifying	identify	VERB
easat-4153	102	14	cases	case	NOUN
easat-4153	102	15	where	where	SCONJ
easat-4153	102	16	it	it	PRON
easat-4153	102	17	reaches	reach	VERB
easat-4153	102	18	sensitive	sensitive	ADJ
easat-4153	102	19	processing	processing	NOUN
easat-4153	102	20	points	point	NOUN
easat-4153	102	21	without	without	ADP
easat-4153	102	22	proper	proper	ADJ
easat-4153	102	23	sanitization	sanitization	NOUN
easat-4153	102	24	or	or	CCONJ
easat-4153	102	25	validation	validation	NOUN
easat-4153	102	26	.	.	PUNCT
easat-4153	103	1	this	this	PRON
easat-4153	103	2	helps	help	VERB
easat-4153	103	3	prevent	prevent	VERB
easat-4153	103	4	attacks	attack	NOUN
easat-4153	103	5	like	like	ADP
easat-4153	103	6	sql	sql	NOUN
easat-4153	103	7	injection	injection	NOUN
easat-4153	103	8	,	,	PUNCT
easat-4153	103	9	cross	cross	ADJ
easat-4153	103	10	-	-	ADJ
easat-4153	103	11	site	site	ADJ
easat-4153	103	12	scripting	scripting	NOUN
easat-4153	103	13	(	(	PUNCT
easat-4153	103	14	xss	xss	PROPN
easat-4153	103	15	)	)	PUNCT
easat-4153	103	16	,	,	PUNCT
easat-4153	103	17	and	and	CCONJ
easat-4153	103	18	other	other	ADJ
easat-4153	103	19	injection	injection	NOUN
easat-4153	103	20	-	-	PUNCT
easat-4153	103	21	based	base	VERB
easat-4153	103	22	vulnerabilities	vulnerability	NOUN
easat-4153	103	23	[	[	X
easat-4153	103	24	25	25	NUM
easat-4153	103	25	]	]	PUNCT
easat-4153	103	26	.	.	PUNCT
easat-4153	104	1	3.3	3.3	NUM
easat-4153	104	2	.	.	PUNCT
easat-4153	105	1	increasing	increase	VERB
easat-4153	105	2	application	application	NOUN
easat-4153	105	3	vulnerabilities	vulnerability	NOUN
easat-4153	105	4	and	and	CCONJ
easat-4153	105	5	available	available	ADJ
easat-4153	105	6	tools	tool	NOUN
easat-4153	105	7	the	the	DET
easat-4153	105	8	paper	paper	NOUN
easat-4153	105	9	by	by	ADP
easat-4153	105	10	efimov	efimov	NOUN
easat-4153	105	11	,	,	PUNCT
easat-4153	105	12	et	et	PROPN
easat-4153	105	13	al	al	PROPN
easat-4153	105	14	.	.	PUNCT
easat-4153	106	1	[	[	X
easat-4153	106	2	25	25	NUM
easat-4153	106	3	]	]	PUNCT
easat-4153	106	4	explicitly	explicitly	ADV
easat-4153	106	5	mentions	mention	VERB
easat-4153	106	6	the	the	DET
easat-4153	106	7	count	count	NOUN
easat-4153	106	8	of	of	ADP
easat-4153	106	9	vulnerabilities	vulnerability	NOUN
easat-4153	106	10	rising	rise	VERB
easat-4153	106	11	in	in	ADP
easat-4153	106	12	early	early	ADJ
easat-4153	106	13	2023	2023	NUM
easat-4153	106	14	.	.	PUNCT
easat-4153	107	1	specifically	specifically	ADV
easat-4153	107	2	,	,	PUNCT
easat-4153	107	3	it	it	PRON
easat-4153	107	4	states	state	VERB
easat-4153	107	5	that	that	SCONJ
easat-4153	107	6	information	information	NOUN
easat-4153	107	7	obtained	obtain	VERB
easat-4153	107	8	from	from	ADP
easat-4153	107	9	the	the	DET
easat-4153	107	10	cve	cve	NOUN
easat-4153	107	11	vulnerability	vulnerability	NOUN
easat-4153	107	12	database	database	NOUN
easat-4153	107	13	reported	report	VERB
easat-4153	107	14	7,015	7,015	NUM
easat-4153	107	15	identified	identify	VERB
easat-4153	107	16	vulnerabilities	vulnerability	NOUN
easat-4153	107	17	in	in	ADP
easat-4153	107	18	the	the	DET
easat-4153	107	19	first	first	ADJ
easat-4153	107	20	quarter	quarter	NOUN
easat-4153	107	21	of	of	ADP
easat-4153	107	22	2023	2023	NUM
easat-4153	107	23	[	[	X
easat-4153	107	24	26	26	NUM
easat-4153	107	25	]	]	PUNCT
easat-4153	107	26	.	.	PUNCT
easat-4153	108	1	various	various	ADJ
easat-4153	108	2	automatic	automatic	ADJ
easat-4153	108	3	static	static	ADJ
easat-4153	108	4	code	code	NOUN
easat-4153	108	5	analysis	analysis	NOUN
easat-4153	108	6	tools	tool	NOUN
easat-4153	108	7	are	be	AUX
easat-4153	108	8	available	available	ADJ
easat-4153	108	9	,	,	PUNCT
easat-4153	108	10	including	include	VERB
easat-4153	108	11	popular	popular	ADJ
easat-4153	108	12	options	option	NOUN
easat-4153	108	13	like	like	ADP
easat-4153	108	14	sonarqube	sonarqube	NOUN
easat-4153	108	15	,	,	PUNCT
easat-4153	108	16	checkmarx	checkmarx	ADJ
easat-4153	108	17	,	,	PUNCT
easat-4153	108	18	and	and	CCONJ
easat-4153	108	19	micro	micro	ADJ
easat-4153	108	20	focus	focus	NOUN
easat-4153	108	21	fortify	fortify	VERB
easat-4153	108	22	static	static	ADJ
easat-4153	108	23	code	code	NOUN
easat-4153	108	24	analyzer	analyzer	NOUN
easat-4153	108	25	.	.	PUNCT
easat-4153	109	1	these	these	DET
easat-4153	109	2	tools	tool	NOUN
easat-4153	109	3	streamline	streamline	VERB
easat-4153	109	4	the	the	DET
easat-4153	109	5	detection	detection	NOUN
easat-4153	109	6	of	of	ADP
easat-4153	109	7	vulnerabilities	vulnerability	NOUN
easat-4153	109	8	,	,	PUNCT
easat-4153	109	9	improve	improve	VERB
easat-4153	109	10	code	code	NOUN
easat-4153	109	11	quality	quality	NOUN
easat-4153	109	12	,	,	PUNCT
easat-4153	109	13	and	and	CCONJ
easat-4153	109	14	align	align	VERB
easat-4153	109	15	with	with	ADP
easat-4153	109	16	security	security	NOUN
easat-4153	109	17	best	good	ADJ
easat-4153	109	18	practices	practice	NOUN
easat-4153	109	19	.	.	PUNCT
easat-4153	110	1	for	for	ADP
easat-4153	110	2	example	example	NOUN
easat-4153	110	3	,	,	PUNCT
easat-4153	110	4	skyscanner	skyscanner	PROPN
easat-4153	110	5	,	,	PUNCT
easat-4153	110	6	a	a	DET
easat-4153	110	7	global	global	ADJ
easat-4153	110	8	travel	travel	NOUN
easat-4153	110	9	marketplace	marketplace	NOUN
easat-4153	110	10	catering	cater	VERB
easat-4153	110	11	to	to	ADP
easat-4153	110	12	over	over	ADP
easat-4153	110	13	100	100	NUM
easat-4153	110	14	million	million	NUM
easat-4153	110	15	users	user	NOUN
easat-4153	110	16	monthly	monthly	ADV
easat-4153	110	17	,	,	PUNCT
easat-4153	110	18	adopted	adopt	VERB
easat-4153	110	19	sonarqube	sonarqube	NOUN
easat-4153	110	20	to	to	PART
easat-4153	110	21	maintain	maintain	VERB
easat-4153	110	22	consistent	consistent	ADJ
easat-4153	110	23	development	development	NOUN
easat-4153	110	24	practices	practice	NOUN
easat-4153	110	25	[	[	X
easat-4153	110	26	27	27	NUM
easat-4153	110	27	]	]	PUNCT
easat-4153	110	28	.	.	PUNCT
easat-4153	111	1	this	this	DET
easat-4153	111	2	tool	tool	NOUN
easat-4153	111	3	helped	helped	AUX
easat-4153	111	4	skyscanner	skyscanner	VERB
easat-4153	111	5	achieve	achieve	VERB
easat-4153	111	6	immediate	immediate	ADJ
easat-4153	111	7	success	success	NOUN
easat-4153	111	8	by	by	ADP
easat-4153	111	9	enhancing	enhance	VERB
easat-4153	111	10	code	code	NOUN
easat-4153	111	11	quality	quality	NOUN
easat-4153	111	12	,	,	PUNCT
easat-4153	111	13	facilitating	facilitate	VERB
easat-4153	111	14	developer	developer	NOUN
easat-4153	111	15	communication	communication	NOUN
easat-4153	111	16	,	,	PUNCT
easat-4153	111	17	and	and	CCONJ
easat-4153	111	18	ensuring	ensure	VERB
easat-4153	111	19	timely	timely	ADJ
easat-4153	111	20	delivery	delivery	NOUN
easat-4153	111	21	across	across	ADP
easat-4153	111	22	time	time	NOUN
easat-4153	111	23	zones	zone	NOUN
easat-4153	111	24	.	.	PUNCT
easat-4153	112	1	similarly	similarly	ADV
easat-4153	112	2	,	,	PUNCT
easat-4153	112	3	dazn	dazn	PROPN
easat-4153	112	4	,	,	PUNCT
easat-4153	112	5	an	an	DET
easat-4153	112	6	international	international	ADJ
easat-4153	112	7	sports	sport	NOUN
easat-4153	112	8	streaming	streaming	NOUN
easat-4153	112	9	service	service	NOUN
easat-4153	112	10	,	,	PUNCT
easat-4153	112	11	utilized	utilize	VERB
easat-4153	112	12	checkmarx	checkmarx	NOUN
easat-4153	112	13	sast	sast	NOUN
easat-4153	112	14	and	and	CCONJ
easat-4153	112	15	codebashing	codebashe	VERB
easat-4153	112	16	solutions	solution	NOUN
easat-4153	112	17	to	to	PART
easat-4153	112	18	secure	secure	VERB
easat-4153	112	19	its	its	PRON
easat-4153	112	20	codebase	codebase	NOUN
easat-4153	113	1	[	[	X
easat-4153	113	2	28	28	NUM
easat-4153	113	3	]	]	PUNCT
easat-4153	113	4	.	.	PUNCT
easat-4153	114	1	by	by	ADP
easat-4153	114	2	integrating	integrate	VERB
easat-4153	114	3	cxsast	cxsast	NOUN
easat-4153	114	4	and	and	CCONJ
easat-4153	114	5	cxsca	cxsca	NOUN
easat-4153	114	6	,	,	PUNCT
easat-4153	114	7	dazn	dazn	PROPN
easat-4153	114	8	’s	’s	PART
easat-4153	114	9	developers	developer	NOUN
easat-4153	114	10	and	and	CCONJ
easat-4153	114	11	security	security	NOUN
easat-4153	114	12	teams	team	NOUN
easat-4153	114	13	prioritized	prioritize	VERB
easat-4153	114	14	critical	critical	ADJ
easat-4153	114	15	open	open	ADJ
easat-4153	114	16	-	-	PUNCT
easat-4153	114	17	source	source	NOUN
easat-4153	114	18	vulnerabilities	vulnerability	NOUN
easat-4153	114	19	,	,	PUNCT
easat-4153	114	20	saved	save	VERB
easat-4153	114	21	time	time	NOUN
easat-4153	114	22	,	,	PUNCT
easat-4153	114	23	and	and	CCONJ
easat-4153	114	24	enhanced	enhance	VERB
easat-4153	114	25	their	their	PRON
easat-4153	114	26	application	application	NOUN
easat-4153	114	27	security	security	NOUN
easat-4153	114	28	testing	testing	NOUN
easat-4153	114	29	strategies	strategy	NOUN
easat-4153	114	30	.	.	PUNCT
easat-4153	115	1	3.4	3.4	NUM
easat-4153	115	2	.	.	PUNCT
easat-4153	115	3	tailoring	tailor	VERB
easat-4153	115	4	solutions	solution	NOUN
easat-4153	115	5	to	to	ADP
easat-4153	115	6	organizational	organizational	ADJ
easat-4153	115	7	needs	need	NOUN
easat-4153	115	8	while	while	SCONJ
easat-4153	115	9	many	many	ADJ
easat-4153	115	10	tools	tool	NOUN
easat-4153	115	11	exist	exist	VERB
easat-4153	115	12	,	,	PUNCT
easat-4153	115	13	there	there	PRON
easat-4153	115	14	is	be	VERB
easat-4153	115	15	no	no	DET
easat-4153	115	16	universal	universal	ADJ
easat-4153	115	17	solution	solution	NOUN
easat-4153	115	18	.	.	PUNCT
easat-4153	116	1	organizations	organization	NOUN
easat-4153	116	2	must	must	AUX
easat-4153	116	3	evaluate	evaluate	VERB
easat-4153	116	4	and	and	CCONJ
easat-4153	116	5	select	select	ADJ
easat-4153	116	6	tools	tool	NOUN
easat-4153	116	7	aligning	align	VERB
easat-4153	116	8	with	with	ADP
easat-4153	116	9	their	their	PRON
easat-4153	116	10	requirements	requirement	NOUN
easat-4153	116	11	,	,	PUNCT
easat-4153	116	12	development	development	NOUN
easat-4153	116	13	workflows	workflow	NOUN
easat-4153	116	14	,	,	PUNCT
easat-4153	116	15	and	and	CCONJ
easat-4153	116	16	security	security	NOUN
easat-4153	116	17	objectives	objective	NOUN
easat-4153	116	18	.	.	PUNCT
easat-4153	117	1	this	this	DET
easat-4153	117	2	tailored	tailor	VERB
easat-4153	117	3	approach	approach	NOUN
easat-4153	117	4	ensures	ensure	VERB
easat-4153	117	5	maximum	maximum	ADJ
easat-4153	117	6	efficacy	efficacy	NOUN
easat-4153	117	7	in	in	ADP
easat-4153	117	8	vulnerability	vulnerability	NOUN
easat-4153	117	9	detection	detection	NOUN
easat-4153	117	10	and	and	CCONJ
easat-4153	117	11	code	code	NOUN
easat-4153	117	12	quality	quality	NOUN
easat-4153	117	13	improvements	improvement	NOUN
easat-4153	117	14	.	.	PUNCT
easat-4153	118	1	4	4	X
easat-4153	118	2	.	.	X
easat-4153	118	3	container	container	NOUN
easat-4153	118	4	image	image	NOUN
easat-4153	118	5	scanning	scan	VERB
easat-4153	118	6	container	container	NOUN
easat-4153	118	7	image	image	NOUN
easat-4153	118	8	scanning	scanning	NOUN
easat-4153	118	9	is	be	AUX
easat-4153	118	10	critical	critical	ADJ
easat-4153	118	11	for	for	ADP
easat-4153	118	12	ensuring	ensure	VERB
easat-4153	118	13	the	the	DET
easat-4153	118	14	security	security	NOUN
easat-4153	118	15	and	and	CCONJ
easat-4153	118	16	integrity	integrity	NOUN
easat-4153	118	17	of	of	ADP
easat-4153	118	18	containerized	containerized	ADJ
easat-4153	118	19	applications	application	NOUN
easat-4153	118	20	[	[	X
easat-4153	118	21	29	29	NUM
easat-4153	118	22	]	]	PUNCT
easat-4153	118	23	.	.	PUNCT
easat-4153	119	1	a	a	DET
easat-4153	119	2	container	container	NOUN
easat-4153	119	3	image	image	NOUN
easat-4153	119	4	represents	represent	VERB
easat-4153	119	5	a	a	DET
easat-4153	119	6	packaged	package	VERB
easat-4153	119	7	application	application	NOUN
easat-4153	119	8	and	and	CCONJ
easat-4153	119	9	all	all	DET
easat-4153	119	10	its	its	PRON
easat-4153	119	11	dependencies	dependency	NOUN
easat-4153	119	12	,	,	PUNCT
easat-4153	119	13	encapsulating	encapsulate	VERB
easat-4153	119	14	everything	everything	PRON
easat-4153	119	15	necessary	necessary	ADJ
easat-4153	119	16	to	to	PART
easat-4153	119	17	run	run	VERB
easat-4153	119	18	the	the	DET
easat-4153	119	19	application	application	NOUN
easat-4153	119	20	in	in	ADP
easat-4153	119	21	a	a	DET
easat-4153	119	22	consistent	consistent	ADJ
easat-4153	119	23	and	and	CCONJ
easat-4153	119	24	predictable	predictable	ADJ
easat-4153	119	25	environment	environment	NOUN
easat-4153	119	26	.	.	PUNCT
easat-4153	120	1	these	these	DET
easat-4153	120	2	images	image	NOUN
easat-4153	120	3	are	be	AUX
easat-4153	120	4	executable	executable	ADJ
easat-4153	120	5	software	software	NOUN
easat-4153	120	6	bundles	bundle	NOUN
easat-4153	120	7	designed	design	VERB
easat-4153	120	8	to	to	PART
easat-4153	120	9	operate	operate	VERB
easat-4153	120	10	independently	independently	ADV
easat-4153	120	11	,	,	PUNCT
easat-4153	120	12	with	with	ADP
easat-4153	120	13	specific	specific	ADJ
easat-4153	120	14	and	and	CCONJ
easat-4153	120	15	welldefined	welldefine	VERB
easat-4153	120	16	assumptions	assumption	NOUN
easat-4153	120	17	about	about	ADP
easat-4153	120	18	the	the	DET
easat-4153	120	19	runtime	runtime	NOUN
easat-4153	120	20	environment	environment	NOUN
easat-4153	120	21	.	.	PUNCT
easat-4153	121	1	container	container	NOUN
easat-4153	121	2	images	image	NOUN
easat-4153	121	3	are	be	AUX
easat-4153	121	4	constructed	construct	VERB
easat-4153	121	5	in	in	ADP
easat-4153	121	6	a	a	DET
easat-4153	121	7	layered	layered	ADJ
easat-4153	121	8	architecture	architecture	NOUN
easat-4153	121	9	,	,	PUNCT
easat-4153	121	10	beginning	begin	VERB
easat-4153	121	11	with	with	ADP
easat-4153	121	12	a	a	DET
easat-4153	121	13	base	base	NOUN
easat-4153	121	14	image	image	NOUN
easat-4153	121	15	,	,	PUNCT
easat-4153	121	16	often	often	ADV
easat-4153	121	17	a	a	DET
easat-4153	121	18	minimal	minimal	ADJ
easat-4153	121	19	operating	operating	NOUN
easat-4153	121	20	system	system	NOUN
easat-4153	121	21	such	such	ADJ
easat-4153	121	22	as	as	ADP
easat-4153	121	23	alpine	alpine	PROPN
easat-4153	121	24	linux	linux	PROPN
easat-4153	121	25	,	,	PUNCT
easat-4153	121	26	ubuntu	ubuntu	NOUN
easat-4153	121	27	,	,	PUNCT
easat-4153	121	28	or	or	CCONJ
easat-4153	121	29	red	red	ADJ
easat-4153	121	30	hat	hat	NOUN
easat-4153	121	31	linux	linux	NOUN
easat-4153	121	32	[	[	X
easat-4153	121	33	30	30	NUM
easat-4153	121	34	]	]	PUNCT
easat-4153	121	35	.	.	PUNCT
easat-4153	122	1	this	this	DET
easat-4153	122	2	base	base	NOUN
easat-4153	122	3	layer	layer	NOUN
easat-4153	122	4	provides	provide	VERB
easat-4153	122	5	the	the	DET
easat-4153	122	6	foundational	foundational	ADJ
easat-4153	122	7	environment	environment	NOUN
easat-4153	122	8	,	,	PUNCT
easat-4153	122	9	while	while	SCONJ
easat-4153	122	10	additional	additional	ADJ
easat-4153	122	11	layers	layer	NOUN
easat-4153	122	12	are	be	AUX
easat-4153	122	13	added	add	VERB
easat-4153	122	14	for	for	ADP
easat-4153	122	15	specific	specific	ADJ
easat-4153	122	16	changes	change	NOUN
easat-4153	122	17	,	,	PUNCT
easat-4153	122	18	modifications	modification	NOUN
easat-4153	122	19	,	,	PUNCT
easat-4153	122	20	or	or	CCONJ
easat-4153	122	21	enhancements	enhancement	NOUN
easat-4153	122	22	.	.	PUNCT
easat-4153	123	1	these	these	DET
easat-4153	123	2	extra	extra	ADJ
easat-4153	123	3	layers	layer	NOUN
easat-4153	123	4	commonly	commonly	ADV
easat-4153	123	5	include	include	VERB
easat-4153	123	6	software	software	NOUN
easat-4153	123	7	libraries	library	NOUN
easat-4153	123	8	,	,	PUNCT
easat-4153	123	9	binaries	binary	NOUN
easat-4153	123	10	,	,	PUNCT
easat-4153	123	11	application	application	NOUN
easat-4153	123	12	code	code	NOUN
easat-4153	123	13	,	,	PUNCT
easat-4153	123	14	configuration	configuration	NOUN
easat-4153	123	15	files	file	NOUN
easat-4153	123	16	,	,	PUNCT
easat-4153	123	17	and	and	CCONJ
easat-4153	123	18	environment	environment	NOUN
easat-4153	123	19	variables	variable	NOUN
easat-4153	123	20	.	.	PUNCT
easat-4153	124	1	the	the	DET
easat-4153	124	2	layered	layered	ADJ
easat-4153	124	3	approach	approach	NOUN
easat-4153	124	4	simplifies	simplify	VERB
easat-4153	124	5	the	the	DET
easat-4153	124	6	image	image	NOUN
easat-4153	124	7	creation	creation	NOUN
easat-4153	124	8	process	process	NOUN
easat-4153	124	9	and	and	CCONJ
easat-4153	124	10	enhances	enhance	VERB
easat-4153	124	11	efficiency	efficiency	NOUN
easat-4153	124	12	.	.	PUNCT
easat-4153	125	1	each	each	DET
easat-4153	125	2	layer	layer	NOUN
easat-4153	125	3	is	be	AUX
easat-4153	125	4	cached	cache	VERB
easat-4153	125	5	independently	independently	ADV
easat-4153	125	6	,	,	PUNCT
easat-4153	125	7	meaning	mean	VERB
easat-4153	125	8	only	only	ADV
easat-4153	125	9	the	the	DET
easat-4153	125	10	modified	modify	VERB
easat-4153	125	11	layers	layer	NOUN
easat-4153	125	12	must	must	AUX
easat-4153	125	13	be	be	AUX
easat-4153	125	14	rebuilt	rebuild	VERB
easat-4153	125	15	and	and	CCONJ
easat-4153	125	16	redeployed	redeploy	VERB
easat-4153	125	17	when	when	SCONJ
easat-4153	125	18	updates	update	NOUN
easat-4153	125	19	are	be	AUX
easat-4153	125	20	made	make	VERB
easat-4153	125	21	to	to	ADP
easat-4153	125	22	the	the	DET
easat-4153	125	23	application	application	NOUN
easat-4153	125	24	.	.	PUNCT
easat-4153	126	1	this	this	DET
easat-4153	126	2	feature	feature	NOUN
easat-4153	126	3	optimizes	optimize	VERB
easat-4153	126	4	storage	storage	NOUN
easat-4153	126	5	and	and	CCONJ
easat-4153	126	6	accelerates	accelerate	VERB
easat-4153	126	7	deployment	deployment	NOUN
easat-4153	126	8	,	,	PUNCT
easat-4153	126	9	as	as	SCONJ
easat-4153	126	10	unchanged	unchanged	ADJ
easat-4153	126	11	layers	layer	NOUN
easat-4153	126	12	can	can	AUX
easat-4153	126	13	be	be	AUX
easat-4153	126	14	reused	reuse	VERB
easat-4153	126	15	across	across	ADP
easat-4153	126	16	multiple	multiple	ADJ
easat-4153	126	17	builds	build	NOUN
easat-4153	126	18	or	or	CCONJ
easat-4153	126	19	versions	version	NOUN
easat-4153	126	20	.	.	PUNCT
easat-4153	127	1	however	however	ADV
easat-4153	127	2	,	,	PUNCT
easat-4153	127	3	once	once	ADV
easat-4153	127	4	a	a	DET
easat-4153	127	5	container	container	NOUN
easat-4153	127	6	image	image	NOUN
easat-4153	127	7	is	be	AUX
easat-4153	127	8	built	build	VERB
easat-4153	127	9	,	,	PUNCT
easat-4153	127	10	it	it	PRON
easat-4153	127	11	is	be	AUX
easat-4153	127	12	crucial	crucial	ADJ
easat-4153	127	13	to	to	PART
easat-4153	127	14	ensure	ensure	VERB
easat-4153	127	15	that	that	SCONJ
easat-4153	127	16	it	it	PRON
easat-4153	127	17	does	do	AUX
easat-4153	127	18	not	not	PART
easat-4153	127	19	introduce	introduce	VERB
easat-4153	127	20	security	security	NOUN
easat-4153	127	21	vulnerabilities	vulnerability	NOUN
easat-4153	127	22	or	or	CCONJ
easat-4153	127	23	compliance	compliance	NOUN
easat-4153	127	24	risks	risk	NOUN
easat-4153	127	25	into	into	ADP
easat-4153	127	26	the	the	DET
easat-4153	127	27	deployment	deployment	NOUN
easat-4153	127	28	environment	environment	NOUN
easat-4153	127	29	.	.	PUNCT
easat-4153	128	1	container	container	NOUN
easat-4153	128	2	image	image	NOUN
easat-4153	128	3	scanning	scanning	NOUN
easat-4153	128	4	safeguards	safeguard	NOUN
easat-4153	128	5	by	by	ADP
easat-4153	128	6	analyzing	analyze	VERB
easat-4153	128	7	the	the	DET
easat-4153	128	8	image	image	NOUN
easat-4153	128	9	's	's	PART
easat-4153	128	10	contents	content	NOUN
easat-4153	128	11	for	for	ADP
easat-4153	128	12	known	know	VERB
easat-4153	128	13	vulnerabilities	vulnerability	NOUN
easat-4153	128	14	.	.	PUNCT
easat-4153	129	1	these	these	DET
easat-4153	129	2	vulnerabilities	vulnerability	NOUN
easat-4153	129	3	may	may	AUX
easat-4153	129	4	include	include	VERB
easat-4153	129	5	outdated	outdated	ADJ
easat-4153	129	6	software	software	NOUN
easat-4153	129	7	libraries	library	NOUN
easat-4153	129	8	,	,	PUNCT
easat-4153	129	9	misconfigured	misconfigured	ADJ
easat-4153	129	10	components	component	NOUN
easat-4153	129	11	,	,	PUNCT
easat-4153	129	12	or	or	CCONJ
easat-4153	129	13	other	other	ADJ
easat-4153	129	14	issues	issue	NOUN
easat-4153	129	15	that	that	PRON
easat-4153	129	16	could	could	AUX
easat-4153	129	17	compromise	compromise	VERB
easat-4153	129	18	the	the	DET
easat-4153	129	19	application	application	NOUN
easat-4153	129	20	's	's	PART
easat-4153	129	21	security	security	NOUN
easat-4153	129	22	.	.	PUNCT
easat-4153	130	1	tools	tool	NOUN
easat-4153	130	2	such	such	ADJ
easat-4153	130	3	as	as	ADP
easat-4153	130	4	clair	clair	PROPN
easat-4153	130	5	and	and	CCONJ
easat-4153	130	6	trivy	trivy	PROPN
easat-4153	130	7	have	have	AUX
easat-4153	130	8	become	become	VERB
easat-4153	130	9	popular	popular	ADJ
easat-4153	130	10	choices	choice	NOUN
easat-4153	130	11	for	for	ADP
easat-4153	130	12	this	this	DET
easat-4153	130	13	task	task	NOUN
easat-4153	131	1	[	[	X
easat-4153	131	2	31	31	NUM
easat-4153	131	3	]	]	PUNCT
easat-4153	131	4	.	.	PUNCT
easat-4153	132	1	397	397	NUM
easat-4153	132	2	edelweiss	edelweiss	PROPN
easat-4153	132	3	applied	apply	VERB
easat-4153	132	4	science	science	NOUN
easat-4153	132	5	and	and	CCONJ
easat-4153	132	6	technology	technology	NOUN
easat-4153	132	7	issn	issn	PROPN
easat-4153	132	8	:	:	PUNCT
easat-4153	132	9	2576	2576	NUM
easat-4153	132	10	-	-	SYM
easat-4153	132	11	8484	8484	NUM
easat-4153	132	12	vol	vol	NOUN
easat-4153	132	13	.	.	PROPN
easat-4153	133	1	9	9	NUM
easat-4153	133	2	,	,	PUNCT
easat-4153	133	3	no	no	INTJ
easat-4153	133	4	.	.	NOUN
easat-4153	133	5	1	1	NUM
easat-4153	133	6	:	:	PUNCT
easat-4153	133	7	393	393	NUM
easat-4153	133	8	-	-	SYM
easat-4153	133	9	402	402	NUM
easat-4153	133	10	,	,	PUNCT
easat-4153	133	11	2025	2025	NUM
easat-4153	133	12	doi	doi	NOUN
easat-4153	133	13	:	:	PUNCT
easat-4153	133	14	10.55214/25768484.v9i1.4153	10.55214/25768484.v9i1.4153	NUM
easat-4153	133	15	©	©	PROPN
easat-4153	133	16	2025	2025	NUM
easat-4153	133	17	by	by	ADP
easat-4153	133	18	the	the	DET
easat-4153	133	19	authors	author	NOUN
easat-4153	133	20	;	;	PUNCT
easat-4153	133	21	licensee	licensee	PROPN
easat-4153	133	22	learning	learning	NOUN
easat-4153	133	23	gate	gate	VERB
easat-4153	133	24	these	these	DET
easat-4153	133	25	tools	tool	NOUN
easat-4153	133	26	automate	automate	VERB
easat-4153	133	27	the	the	DET
easat-4153	133	28	vulnerability	vulnerability	NOUN
easat-4153	133	29	detection	detection	NOUN
easat-4153	133	30	process	process	NOUN
easat-4153	133	31	and	and	CCONJ
easat-4153	133	32	provide	provide	VERB
easat-4153	133	33	actionable	actionable	ADJ
easat-4153	133	34	insights	insight	NOUN
easat-4153	133	35	for	for	ADP
easat-4153	133	36	remediation	remediation	NOUN
easat-4153	133	37	.	.	PUNCT
easat-4153	134	1	they	they	PRON
easat-4153	134	2	scan	scan	VERB
easat-4153	134	3	the	the	DET
easat-4153	134	4	image	image	NOUN
easat-4153	134	5	against	against	ADP
easat-4153	134	6	extensive	extensive	ADJ
easat-4153	134	7	vulnerability	vulnerability	NOUN
easat-4153	134	8	databases	database	NOUN
easat-4153	134	9	,	,	PUNCT
easat-4153	134	10	flagging	flag	VERB
easat-4153	134	11	any	any	DET
easat-4153	134	12	components	component	NOUN
easat-4153	134	13	with	with	ADP
easat-4153	134	14	known	know	VERB
easat-4153	134	15	security	security	NOUN
easat-4153	134	16	issues	issue	NOUN
easat-4153	134	17	.	.	PUNCT
easat-4153	135	1	by	by	ADP
easat-4153	135	2	integrating	integrate	VERB
easat-4153	135	3	container	container	NOUN
easat-4153	135	4	image	image	NOUN
easat-4153	135	5	scanning	scanning	NOUN
easat-4153	135	6	into	into	ADP
easat-4153	135	7	the	the	DET
easat-4153	135	8	development	development	NOUN
easat-4153	135	9	and	and	CCONJ
easat-4153	135	10	deployment	deployment	NOUN
easat-4153	135	11	pipeline	pipeline	NOUN
easat-4153	135	12	,	,	PUNCT
easat-4153	135	13	organizations	organization	NOUN
easat-4153	135	14	can	can	AUX
easat-4153	135	15	significantly	significantly	ADV
easat-4153	135	16	reduce	reduce	VERB
easat-4153	135	17	the	the	DET
easat-4153	135	18	attack	attack	NOUN
easat-4153	135	19	surface	surface	NOUN
easat-4153	135	20	and	and	CCONJ
easat-4153	135	21	mitigate	mitigate	VERB
easat-4153	135	22	security	security	NOUN
easat-4153	135	23	risks	risk	NOUN
easat-4153	135	24	before	before	SCONJ
easat-4153	135	25	they	they	PRON
easat-4153	135	26	reach	reach	VERB
easat-4153	135	27	production	production	NOUN
easat-4153	135	28	[	[	X
easat-4153	135	29	8	8	NUM
easat-4153	135	30	]	]	PUNCT
easat-4153	135	31	.	.	PUNCT
easat-4153	136	1	this	this	DET
easat-4153	136	2	approach	approach	NOUN
easat-4153	136	3	strengthens	strengthen	VERB
easat-4153	136	4	applications	application	NOUN
easat-4153	136	5	'	'	PART
easat-4153	136	6	security	security	NOUN
easat-4153	136	7	posture	posture	NOUN
easat-4153	136	8	and	and	CCONJ
easat-4153	136	9	ensures	ensure	VERB
easat-4153	136	10	compliance	compliance	NOUN
easat-4153	136	11	with	with	ADP
easat-4153	136	12	organizational	organizational	ADJ
easat-4153	136	13	and	and	CCONJ
easat-4153	136	14	industry	industry	NOUN
easat-4153	136	15	-	-	PUNCT
easat-4153	136	16	specific	specific	ADJ
easat-4153	136	17	security	security	NOUN
easat-4153	136	18	standards	standard	NOUN
easat-4153	136	19	.	.	PUNCT
easat-4153	137	1	5	5	X
easat-4153	137	2	.	.	X
easat-4153	137	3	pipeline	pipeline	NOUN
easat-4153	137	4	security	security	NOUN
easat-4153	137	5	a	a	DET
easat-4153	137	6	“	"	PUNCT
easat-4153	137	7	pipeline	pipeline	NOUN
easat-4153	137	8	”	"	PUNCT
easat-4153	137	9	refers	refer	VERB
easat-4153	137	10	to	to	ADP
easat-4153	137	11	a	a	DET
easat-4153	137	12	series	series	NOUN
easat-4153	137	13	of	of	ADP
easat-4153	137	14	structured	structured	ADJ
easat-4153	137	15	steps	step	NOUN
easat-4153	137	16	,	,	PUNCT
easat-4153	137	17	commonly	commonly	ADV
easat-4153	137	18	called	call	VERB
easat-4153	137	19	pipeline	pipeline	NOUN
easat-4153	137	20	phases	phase	NOUN
easat-4153	137	21	,	,	PUNCT
easat-4153	137	22	required	require	VERB
easat-4153	137	23	to	to	PART
easat-4153	137	24	deliver	deliver	VERB
easat-4153	137	25	software	software	NOUN
easat-4153	137	26	from	from	ADP
easat-4153	137	27	development	development	NOUN
easat-4153	137	28	to	to	ADP
easat-4153	137	29	production	production	NOUN
easat-4153	137	30	[	[	X
easat-4153	137	31	18	18	NUM
easat-4153	137	32	]	]	PUNCT
easat-4153	137	33	.	.	PUNCT
easat-4153	138	1	these	these	DET
easat-4153	138	2	phases	phase	NOUN
easat-4153	138	3	typically	typically	ADV
easat-4153	138	4	include	include	VERB
easat-4153	138	5	building	building	NOUN
easat-4153	138	6	,	,	PUNCT
easat-4153	138	7	testing	testing	NOUN
easat-4153	138	8	,	,	PUNCT
easat-4153	138	9	and	and	CCONJ
easat-4153	138	10	deploying	deploy	VERB
easat-4153	138	11	the	the	DET
easat-4153	138	12	software	software	NOUN
easat-4153	138	13	,	,	PUNCT
easat-4153	138	14	though	though	SCONJ
easat-4153	138	15	more	more	ADJ
easat-4153	138	16	complex	complex	ADJ
easat-4153	138	17	pipelines	pipeline	NOUN
easat-4153	138	18	may	may	AUX
easat-4153	138	19	include	include	VERB
easat-4153	138	20	additional	additional	ADJ
easat-4153	138	21	steps	step	NOUN
easat-4153	138	22	,	,	PUNCT
easat-4153	138	23	such	such	ADJ
easat-4153	138	24	as	as	ADP
easat-4153	138	25	static	static	ADJ
easat-4153	138	26	code	code	NOUN
easat-4153	138	27	analysis	analysis	NOUN
easat-4153	138	28	,	,	PUNCT
easat-4153	138	29	infrastructure	infrastructure	NOUN
easat-4153	138	30	provisioning	provisioning	NOUN
easat-4153	138	31	,	,	PUNCT
easat-4153	138	32	and	and	CCONJ
easat-4153	138	33	monitoring	monitoring	NOUN
easat-4153	138	34	.	.	PUNCT
easat-4153	139	1	these	these	DET
easat-4153	139	2	core	core	NOUN
easat-4153	139	3	phases	phase	NOUN
easat-4153	139	4	often	often	ADV
easat-4153	139	5	illustrate	illustrate	VERB
easat-4153	139	6	an	an	DET
easat-4153	139	7	example	example	NOUN
easat-4153	139	8	of	of	ADP
easat-4153	139	9	a	a	DET
easat-4153	139	10	simple	simple	ADJ
easat-4153	139	11	ci	ci	NOUN
easat-4153	139	12	/	/	SYM
easat-4153	139	13	cd	cd	NOUN
easat-4153	139	14	pipeline	pipeline	NOUN
easat-4153	139	15	,	,	PUNCT
easat-4153	139	16	demonstrating	demonstrate	VERB
easat-4153	139	17	how	how	SCONJ
easat-4153	139	18	code	code	NOUN
easat-4153	139	19	transitions	transition	NOUN
easat-4153	139	20	seamlessly	seamlessly	ADV
easat-4153	139	21	from	from	ADP
easat-4153	139	22	commit	commit	VERB
easat-4153	139	23	to	to	ADP
easat-4153	139	24	production	production	NOUN
easat-4153	139	25	.	.	PUNCT
easat-4153	140	1	ci	ci	NOUN
easat-4153	140	2	/	/	SYM
easat-4153	140	3	cd	cd	PROPN
easat-4153	140	4	pipelines	pipeline	NOUN
easat-4153	140	5	automate	automate	VERB
easat-4153	140	6	the	the	DET
easat-4153	140	7	manual	manual	ADJ
easat-4153	140	8	intervention	intervention	NOUN
easat-4153	140	9	historically	historically	ADV
easat-4153	140	10	involved	involve	VERB
easat-4153	140	11	in	in	ADP
easat-4153	140	12	software	software	NOUN
easat-4153	140	13	development	development	NOUN
easat-4153	140	14	and	and	CCONJ
easat-4153	140	15	deployment	deployment	NOUN
easat-4153	140	16	.	.	PUNCT
easat-4153	141	1	by	by	ADP
easat-4153	141	2	integrating	integrate	VERB
easat-4153	141	3	automation	automation	NOUN
easat-4153	141	4	into	into	ADP
easat-4153	141	5	the	the	DET
easat-4153	141	6	build	build	NOUN
easat-4153	141	7	,	,	PUNCT
easat-4153	141	8	test	test	NOUN
easat-4153	141	9	,	,	PUNCT
easat-4153	141	10	and	and	CCONJ
easat-4153	141	11	deployment	deployment	NOUN
easat-4153	141	12	phases	phase	NOUN
easat-4153	141	13	and	and	CCONJ
easat-4153	141	14	infrastructure	infrastructure	NOUN
easat-4153	141	15	provisioning	provisioning	NOUN
easat-4153	141	16	,	,	PUNCT
easat-4153	141	17	ci	ci	NOUN
easat-4153	141	18	/	/	SYM
easat-4153	141	19	cd	cd	NOUN
easat-4153	141	20	pipelines	pipeline	NOUN
easat-4153	141	21	enable	enable	VERB
easat-4153	141	22	development	development	NOUN
easat-4153	141	23	teams	team	NOUN
easat-4153	141	24	to	to	PART
easat-4153	141	25	implement	implement	VERB
easat-4153	141	26	changes	change	NOUN
easat-4153	141	27	automatically	automatically	ADV
easat-4153	141	28	tested	test	VERB
easat-4153	141	29	and	and	CCONJ
easat-4153	141	30	prepared	prepare	VERB
easat-4153	141	31	for	for	ADP
easat-4153	141	32	deployment	deployment	NOUN
easat-4153	141	33	[	[	X
easat-4153	141	34	7	7	NUM
easat-4153	141	35	]	]	PUNCT
easat-4153	141	36	.	.	PUNCT
easat-4153	142	1	this	this	DET
easat-4153	142	2	automation	automation	NOUN
easat-4153	142	3	fosters	foster	VERB
easat-4153	142	4	faster	fast	ADJ
easat-4153	142	5	delivery	delivery	NOUN
easat-4153	142	6	cycles	cycle	NOUN
easat-4153	142	7	,	,	PUNCT
easat-4153	142	8	improved	improved	ADJ
easat-4153	142	9	collaboration	collaboration	NOUN
easat-4153	142	10	,	,	PUNCT
easat-4153	142	11	and	and	CCONJ
easat-4153	142	12	more	more	ADV
easat-4153	142	13	reliable	reliable	ADJ
easat-4153	142	14	production	production	NOUN
easat-4153	142	15	systems	system	NOUN
easat-4153	142	16	.	.	PUNCT
easat-4153	143	1	however	however	ADV
easat-4153	143	2	,	,	PUNCT
easat-4153	143	3	their	their	PRON
easat-4153	143	4	security	security	NOUN
easat-4153	143	5	is	be	AUX
easat-4153	143	6	paramount	paramount	ADJ
easat-4153	143	7	as	as	ADP
easat-4153	143	8	ci	ci	NOUN
easat-4153	143	9	/	/	SYM
easat-4153	143	10	cd	cd	NOUN
easat-4153	143	11	pipelines	pipeline	NOUN
easat-4153	143	12	form	form	VERB
easat-4153	143	13	the	the	DET
easat-4153	143	14	backbone	backbone	NOUN
easat-4153	143	15	of	of	ADP
easat-4153	143	16	modern	modern	ADJ
easat-4153	143	17	devops	devop	NOUN
easat-4153	143	18	practices	practice	NOUN
easat-4153	143	19	.	.	PUNCT
easat-4153	144	1	the	the	DET
easat-4153	144	2	security	security	NOUN
easat-4153	144	3	of	of	ADP
easat-4153	144	4	the	the	DET
easat-4153	144	5	deployed	deploy	VERB
easat-4153	144	6	code	code	NOUN
easat-4153	144	7	is	be	AUX
easat-4153	144	8	inherently	inherently	ADV
easat-4153	144	9	tied	tie	VERB
easat-4153	144	10	to	to	ADP
easat-4153	144	11	the	the	DET
easat-4153	144	12	security	security	NOUN
easat-4153	144	13	of	of	ADP
easat-4153	144	14	the	the	DET
easat-4153	144	15	ci	ci	PROPN
easat-4153	144	16	/	/	SYM
easat-4153	144	17	cd	cd	NOUN
easat-4153	144	18	pipeline	pipeline	NOUN
easat-4153	144	19	.	.	PUNCT
easat-4153	145	1	vulnerabilities	vulnerability	NOUN
easat-4153	145	2	can	can	AUX
easat-4153	145	3	arise	arise	VERB
easat-4153	145	4	from	from	ADP
easat-4153	145	5	various	various	ADJ
easat-4153	145	6	sources	source	NOUN
easat-4153	145	7	,	,	PUNCT
easat-4153	145	8	such	such	ADJ
easat-4153	145	9	as	as	ADP
easat-4153	145	10	incomplete	incomplete	ADJ
easat-4153	145	11	or	or	CCONJ
easat-4153	145	12	improperly	improperly	ADV
easat-4153	145	13	configured	configure	VERB
easat-4153	145	14	test	test	NOUN
easat-4153	145	15	cases	case	NOUN
easat-4153	145	16	,	,	PUNCT
easat-4153	145	17	third	third	ADJ
easat-4153	145	18	-	-	PUNCT
easat-4153	145	19	party	party	NOUN
easat-4153	145	20	dependencies	dependency	NOUN
easat-4153	145	21	,	,	PUNCT
easat-4153	145	22	or	or	CCONJ
easat-4153	145	23	malicious	malicious	ADJ
easat-4153	145	24	actors	actor	NOUN
easat-4153	145	25	compromising	compromise	VERB
easat-4153	145	26	the	the	DET
easat-4153	145	27	pipeline	pipeline	NOUN
easat-4153	145	28	.	.	PUNCT
easat-4153	146	1	ci	ci	PROPN
easat-4153	146	2	/	/	SYM
easat-4153	146	3	cd	cd	PROPN
easat-4153	146	4	security	security	NOUN
easat-4153	146	5	measures	measure	NOUN
easat-4153	146	6	are	be	AUX
easat-4153	146	7	designed	design	VERB
easat-4153	146	8	to	to	PART
easat-4153	146	9	address	address	VERB
easat-4153	146	10	these	these	DET
easat-4153	146	11	risks	risk	NOUN
easat-4153	146	12	,	,	PUNCT
easat-4153	146	13	ensuring	ensure	VERB
easat-4153	146	14	the	the	DET
easat-4153	146	15	pipeline	pipeline	NOUN
easat-4153	146	16	's	's	PART
easat-4153	146	17	integrity	integrity	NOUN
easat-4153	146	18	and	and	CCONJ
easat-4153	146	19	the	the	DET
easat-4153	146	20	software	software	NOUN
easat-4153	146	21	it	it	PRON
easat-4153	146	22	produces	produce	VERB
easat-4153	146	23	.	.	PUNCT
easat-4153	147	1	a	a	DET
easat-4153	147	2	reminder	reminder	NOUN
easat-4153	147	3	of	of	ADP
easat-4153	147	4	the	the	DET
easat-4153	147	5	importance	importance	NOUN
easat-4153	147	6	of	of	ADP
easat-4153	147	7	ci	ci	NOUN
easat-4153	147	8	/	/	SYM
easat-4153	147	9	cd	cd	NOUN
easat-4153	147	10	security	security	NOUN
easat-4153	147	11	came	come	VERB
easat-4153	147	12	in	in	ADP
easat-4153	147	13	december	december	PROPN
easat-4153	147	14	2020	2020	NUM
easat-4153	147	15	with	with	ADP
easat-4153	147	16	the	the	DET
easat-4153	147	17	solarwinds	solarwinds	PROPN
easat-4153	147	18	supply	supply	NOUN
easat-4153	147	19	chain	chain	NOUN
easat-4153	147	20	attack	attack	NOUN
easat-4153	147	21	[	[	X
easat-4153	147	22	4	4	NUM
easat-4153	147	23	]	]	PUNCT
easat-4153	147	24	.	.	PUNCT
easat-4153	148	1	this	this	DET
easat-4153	148	2	sophisticated	sophisticated	ADJ
easat-4153	148	3	breach	breach	NOUN
easat-4153	148	4	targeted	target	VERB
easat-4153	148	5	solarwinds	solarwind	NOUN
easat-4153	148	6	'	'	PART
easat-4153	148	7	orion	orion	NOUN
easat-4153	148	8	platform	platform	NOUN
easat-4153	148	9	,	,	PUNCT
easat-4153	148	10	widely	widely	ADV
easat-4153	148	11	used	use	VERB
easat-4153	148	12	for	for	ADP
easat-4153	148	13	network	network	NOUN
easat-4153	148	14	management	management	NOUN
easat-4153	148	15	,	,	PUNCT
easat-4153	148	16	affecting	affect	VERB
easat-4153	148	17	up	up	ADP
easat-4153	148	18	to	to	PART
easat-4153	148	19	18,000	18,000	NUM
easat-4153	148	20	organizations	organization	NOUN
easat-4153	148	21	,	,	PUNCT
easat-4153	148	22	including	include	VERB
easat-4153	148	23	government	government	NOUN
easat-4153	148	24	agencies	agency	NOUN
easat-4153	148	25	and	and	CCONJ
easat-4153	148	26	major	major	ADJ
easat-4153	148	27	corporations	corporation	NOUN
easat-4153	148	28	.	.	PUNCT
easat-4153	149	1	threat	threat	NOUN
easat-4153	149	2	actors	actor	NOUN
easat-4153	149	3	infiltrated	infiltrate	VERB
easat-4153	149	4	solarwinds	solarwind	NOUN
easat-4153	149	5	'	'	PART
easat-4153	149	6	ci	ci	PROPN
easat-4153	149	7	/	/	SYM
easat-4153	149	8	cd	cd	NOUN
easat-4153	149	9	pipeline	pipeline	NOUN
easat-4153	149	10	,	,	PUNCT
easat-4153	149	11	compromising	compromise	VERB
easat-4153	149	12	the	the	DET
easat-4153	149	13	core	core	NOUN
easat-4153	149	14	processes	process	NOUN
easat-4153	149	15	where	where	SCONJ
easat-4153	149	16	code	code	NOUN
easat-4153	149	17	is	be	AUX
easat-4153	149	18	tested	test	VERB
easat-4153	149	19	,	,	PUNCT
easat-4153	149	20	packaged	package	VERB
easat-4153	149	21	,	,	PUNCT
easat-4153	149	22	containerized	containerized	ADJ
easat-4153	149	23	,	,	PUNCT
easat-4153	149	24	and	and	CCONJ
easat-4153	149	25	signed	sign	VERB
easat-4153	149	26	.	.	PUNCT
easat-4153	150	1	the	the	DET
easat-4153	150	2	attackers	attacker	NOUN
easat-4153	150	3	introduced	introduce	VERB
easat-4153	150	4	“	"	PUNCT
easat-4153	150	5	sunspot	sunspot	NOUN
easat-4153	150	6	”	"	PUNCT
easat-4153	150	7	malware	malware	NOUN
easat-4153	150	8	,	,	PUNCT
easat-4153	150	9	which	which	PRON
easat-4153	150	10	operated	operate	VERB
easat-4153	150	11	with	with	ADP
easat-4153	150	12	high	high	ADJ
easat-4153	150	13	privileges	privilege	NOUN
easat-4153	150	14	and	and	CCONJ
easat-4153	150	15	scanned	scan	VERB
easat-4153	150	16	for	for	ADP
easat-4153	150	17	orion	orion	NOUN
easat-4153	150	18	builds	build	VERB
easat-4153	150	19	to	to	PART
easat-4153	150	20	modify	modify	VERB
easat-4153	150	21	.	.	PUNCT
easat-4153	151	1	this	this	DET
easat-4153	151	2	attack	attack	NOUN
easat-4153	151	3	highlighted	highlight	VERB
easat-4153	151	4	the	the	DET
easat-4153	151	5	vulnerabilities	vulnerability	NOUN
easat-4153	151	6	in	in	ADP
easat-4153	151	7	ci	ci	NOUN
easat-4153	151	8	/	/	SYM
easat-4153	151	9	cd	cd	NOUN
easat-4153	151	10	processes	process	NOUN
easat-4153	151	11	and	and	CCONJ
easat-4153	151	12	raised	raise	VERB
easat-4153	151	13	alarm	alarm	NOUN
easat-4153	151	14	across	across	ADP
easat-4153	151	15	the	the	DET
easat-4153	151	16	tech	tech	NOUN
easat-4153	151	17	industry	industry	NOUN
easat-4153	151	18	about	about	ADP
easat-4153	151	19	securing	secure	VERB
easat-4153	151	20	supply	supply	NOUN
easat-4153	151	21	chains	chain	NOUN
easat-4153	151	22	and	and	CCONJ
easat-4153	151	23	trusted	trust	VERB
easat-4153	151	24	software	software	NOUN
easat-4153	151	25	tools	tool	NOUN
easat-4153	151	26	.	.	PUNCT
easat-4153	152	1	another	another	DET
easat-4153	152	2	significant	significant	ADJ
easat-4153	152	3	breach	breach	NOUN
easat-4153	152	4	occurred	occur	VERB
easat-4153	152	5	in	in	ADP
easat-4153	152	6	2021	2021	NUM
easat-4153	152	7	with	with	ADP
easat-4153	152	8	codecov	codecov	NOUN
easat-4153	152	9	,	,	PUNCT
easat-4153	152	10	a	a	DET
easat-4153	152	11	popular	popular	ADJ
easat-4153	152	12	code	code	NOUN
easat-4153	152	13	coverage	coverage	NOUN
easat-4153	152	14	tool	tool	NOUN
easat-4153	152	15	used	use	VERB
easat-4153	152	16	by	by	ADP
easat-4153	152	17	over	over	ADP
easat-4153	152	18	29,000	29,000	NUM
easat-4153	152	19	customers	customer	NOUN
easat-4153	152	20	worldwide	worldwide	ADV
easat-4153	153	1	[	[	X
easat-4153	153	2	32	32	NUM
easat-4153	153	3	]	]	PUNCT
easat-4153	153	4	.	.	PUNCT
easat-4153	154	1	in	in	ADP
easat-4153	154	2	this	this	DET
easat-4153	154	3	incident	incident	NOUN
easat-4153	154	4	,	,	PUNCT
easat-4153	154	5	malicious	malicious	ADJ
easat-4153	154	6	actors	actor	NOUN
easat-4153	154	7	compromised	compromise	VERB
easat-4153	154	8	a	a	DET
easat-4153	154	9	script	script	NOUN
easat-4153	154	10	provided	provide	VERB
easat-4153	154	11	by	by	ADP
easat-4153	154	12	codecov	codecov	NOUN
easat-4153	154	13	,	,	PUNCT
easat-4153	154	14	a	a	DET
easat-4153	154	15	tool	tool	NOUN
easat-4153	154	16	developers	developer	NOUN
easat-4153	154	17	routinely	routinely	ADV
easat-4153	154	18	used	use	VERB
easat-4153	154	19	to	to	PART
easat-4153	154	20	assess	assess	VERB
easat-4153	154	21	code	code	NOUN
easat-4153	154	22	coverage	coverage	NOUN
easat-4153	154	23	.	.	PUNCT
easat-4153	155	1	the	the	DET
easat-4153	155	2	altered	altered	ADJ
easat-4153	155	3	script	script	NOUN
easat-4153	155	4	was	be	AUX
easat-4153	155	5	designed	design	VERB
easat-4153	155	6	to	to	PART
easat-4153	155	7	harvest	harvest	VERB
easat-4153	155	8	sensitive	sensitive	ADJ
easat-4153	155	9	data	datum	NOUN
easat-4153	155	10	,	,	PUNCT
easat-4153	155	11	such	such	ADJ
easat-4153	155	12	as	as	ADP
easat-4153	155	13	credentials	credential	NOUN
easat-4153	155	14	and	and	CCONJ
easat-4153	155	15	secrets	secret	NOUN
easat-4153	155	16	,	,	PUNCT
easat-4153	155	17	from	from	ADP
easat-4153	155	18	affected	affect	VERB
easat-4153	155	19	ci	ci	NOUN
easat-4153	155	20	/	/	SYM
easat-4153	155	21	cd	cd	NOUN
easat-4153	155	22	environments	environment	NOUN
easat-4153	155	23	.	.	PUNCT
easat-4153	156	1	every	every	DET
easat-4153	156	2	time	time	NOUN
easat-4153	156	3	a	a	DET
easat-4153	156	4	developer	developer	NOUN
easat-4153	156	5	downloaded	download	VERB
easat-4153	156	6	the	the	DET
easat-4153	156	7	compromised	compromise	VERB
easat-4153	156	8	script	script	NOUN
easat-4153	156	9	,	,	PUNCT
easat-4153	156	10	it	it	PRON
easat-4153	156	11	triggered	trigger	VERB
easat-4153	156	12	malicious	malicious	ADJ
easat-4153	156	13	activity	activity	NOUN
easat-4153	156	14	,	,	PUNCT
easat-4153	156	15	transmitting	transmit	VERB
easat-4153	156	16	critical	critical	ADJ
easat-4153	156	17	data	datum	NOUN
easat-4153	156	18	to	to	ADP
easat-4153	156	19	the	the	DET
easat-4153	156	20	attackers	attacker	NOUN
easat-4153	156	21	’	’	PART
easat-4153	156	22	servers	server	NOUN
easat-4153	156	23	.	.	PUNCT
easat-4153	157	1	this	this	DET
easat-4153	157	2	breach	breach	NOUN
easat-4153	157	3	underscored	underscore	VERB
easat-4153	157	4	the	the	DET
easat-4153	157	5	risks	risk	NOUN
easat-4153	157	6	inherent	inherent	ADJ
easat-4153	157	7	in	in	ADP
easat-4153	157	8	third	third	ADJ
easat-4153	157	9	-	-	PUNCT
easat-4153	157	10	party	party	NOUN
easat-4153	157	11	dependencies	dependency	NOUN
easat-4153	157	12	and	and	CCONJ
easat-4153	157	13	the	the	DET
easat-4153	157	14	importance	importance	NOUN
easat-4153	157	15	of	of	ADP
easat-4153	157	16	securing	secure	VERB
easat-4153	157	17	ci	ci	NOUN
easat-4153	157	18	/	/	SYM
easat-4153	157	19	cd	cd	NOUN
easat-4153	157	20	environments	environment	NOUN
easat-4153	157	21	against	against	ADP
easat-4153	157	22	such	such	ADJ
easat-4153	157	23	vulnerabilities	vulnerability	NOUN
easat-4153	157	24	.	.	PUNCT
easat-4153	158	1	the	the	DET
easat-4153	158	2	configuration	configuration	NOUN
easat-4153	158	3	of	of	ADP
easat-4153	158	4	ci	ci	NOUN
easat-4153	158	5	/	/	SYM
easat-4153	158	6	cd	cd	NOUN
easat-4153	158	7	pipelines	pipeline	NOUN
easat-4153	158	8	must	must	AUX
easat-4153	158	9	account	account	VERB
easat-4153	158	10	for	for	ADP
easat-4153	158	11	their	their	PRON
easat-4153	158	12	specific	specific	ADJ
easat-4153	158	13	applications	application	NOUN
easat-4153	158	14	,	,	PUNCT
easat-4153	158	15	which	which	PRON
easat-4153	158	16	often	often	ADV
easat-4153	158	17	involve	involve	VERB
easat-4153	158	18	sensitive	sensitive	ADJ
easat-4153	158	19	operations	operation	NOUN
easat-4153	158	20	.	.	PUNCT
easat-4153	159	1	for	for	ADP
easat-4153	159	2	example	example	NOUN
easat-4153	159	3	,	,	PUNCT
easat-4153	159	4	when	when	SCONJ
easat-4153	159	5	ci	ci	PROPN
easat-4153	159	6	/	/	SYM
easat-4153	159	7	cd	cd	PROPN
easat-4153	159	8	is	be	AUX
easat-4153	159	9	used	use	VERB
easat-4153	159	10	to	to	PART
easat-4153	159	11	build	build	VERB
easat-4153	159	12	software	software	NOUN
easat-4153	159	13	packages	package	NOUN
easat-4153	159	14	,	,	PUNCT
easat-4153	159	15	it	it	PRON
easat-4153	159	16	may	may	AUX
easat-4153	159	17	require	require	VERB
easat-4153	159	18	access	access	NOUN
easat-4153	159	19	to	to	ADP
easat-4153	159	20	external	external	ADJ
easat-4153	159	21	resources	resource	NOUN
easat-4153	159	22	such	such	ADJ
easat-4153	159	23	as	as	ADP
easat-4153	159	24	docker	docker	NOUN
easat-4153	159	25	images	image	NOUN
easat-4153	159	26	or	or	CCONJ
easat-4153	159	27	external	external	ADJ
easat-4153	159	28	repositories	repository	NOUN
easat-4153	159	29	.	.	PUNCT
easat-4153	160	1	similarly	similarly	ADV
easat-4153	160	2	,	,	PUNCT
easat-4153	160	3	pipelines	pipeline	NOUN
easat-4153	160	4	supporting	support	VERB
easat-4153	160	5	infrastructure	infrastructure	NOUN
easat-4153	160	6	as	as	ADP
easat-4153	160	7	code	code	NOUN
easat-4153	160	8	(	(	PUNCT
easat-4153	160	9	iac	iac	NOUN
easat-4153	160	10	)	)	PUNCT
easat-4153	160	11	often	often	ADV
easat-4153	160	12	need	need	VERB
easat-4153	160	13	credentials	credential	NOUN
easat-4153	160	14	for	for	ADP
easat-4153	160	15	automated	automate	VERB
easat-4153	160	16	deployments	deployment	NOUN
easat-4153	160	17	.	.	PUNCT
easat-4153	161	1	in	in	ADP
easat-4153	161	2	these	these	DET
easat-4153	161	3	scenarios	scenario	NOUN
easat-4153	161	4	,	,	PUNCT
easat-4153	161	5	securely	securely	ADV
easat-4153	161	6	managing	manage	VERB
easat-4153	161	7	sensitive	sensitive	ADJ
easat-4153	161	8	information	information	NOUN
easat-4153	161	9	is	be	AUX
easat-4153	161	10	critical	critical	ADJ
easat-4153	161	11	.	.	PUNCT
easat-4153	162	1	misconfigured	misconfigured	PROPN
easat-4153	162	2	ci	ci	NOUN
easat-4153	162	3	/	/	SYM
easat-4153	162	4	cd	cd	NOUN
easat-4153	162	5	environments	environment	NOUN
easat-4153	162	6	can	can	AUX
easat-4153	162	7	lead	lead	VERB
easat-4153	162	8	to	to	ADP
easat-4153	162	9	significant	significant	ADJ
easat-4153	162	10	security	security	NOUN
easat-4153	162	11	breaches	breach	NOUN
easat-4153	162	12	,	,	PUNCT
easat-4153	162	13	emphasizing	emphasize	VERB
easat-4153	162	14	the	the	DET
easat-4153	162	15	importance	importance	NOUN
easat-4153	162	16	of	of	ADP
easat-4153	162	17	secure	secure	ADJ
easat-4153	162	18	configurations	configuration	NOUN
easat-4153	162	19	tailored	tailor	VERB
easat-4153	162	20	to	to	ADP
easat-4153	162	21	their	their	PRON
easat-4153	162	22	specific	specific	ADJ
easat-4153	162	23	use	use	NOUN
easat-4153	162	24	cases	case	NOUN
easat-4153	162	25	.	.	PUNCT
easat-4153	163	1	to	to	PART
easat-4153	163	2	secure	secure	VERB
easat-4153	163	3	ci	ci	NOUN
easat-4153	163	4	/	/	SYM
easat-4153	163	5	cd	cd	NOUN
easat-4153	163	6	processes	process	NOUN
easat-4153	163	7	effectively	effectively	ADV
easat-4153	163	8	,	,	PUNCT
easat-4153	163	9	organizations	organization	NOUN
easat-4153	163	10	must	must	AUX
easat-4153	163	11	invest	invest	VERB
easat-4153	163	12	time	time	NOUN
easat-4153	163	13	and	and	CCONJ
easat-4153	163	14	resources	resource	NOUN
easat-4153	163	15	into	into	ADP
easat-4153	163	16	securing	secure	VERB
easat-4153	163	17	all	all	DET
easat-4153	163	18	pipeline	pipeline	NOUN
easat-4153	163	19	components	component	NOUN
easat-4153	163	20	[	[	X
easat-4153	163	21	19	19	NUM
easat-4153	163	22	]	]	PUNCT
easat-4153	163	23	.	.	PUNCT
easat-4153	164	1	this	this	PRON
easat-4153	164	2	includes	include	VERB
easat-4153	164	3	implementing	implement	VERB
easat-4153	164	4	change	change	NOUN
easat-4153	164	5	management	management	NOUN
easat-4153	164	6	practices	practice	NOUN
easat-4153	164	7	,	,	PUNCT
easat-4153	164	8	establishing	establish	VERB
easat-4153	164	9	governance	governance	NOUN
easat-4153	164	10	frameworks	framework	NOUN
easat-4153	164	11	,	,	PUNCT
easat-4153	164	12	and	and	CCONJ
easat-4153	164	13	ensuring	ensure	VERB
easat-4153	164	14	personnel	personnel	NOUN
easat-4153	164	15	are	be	AUX
easat-4153	164	16	appropriately	appropriately	ADV
easat-4153	164	17	educated	educate	VERB
easat-4153	164	18	about	about	ADP
easat-4153	164	19	the	the	DET
easat-4153	164	20	tools	tool	NOUN
easat-4153	164	21	and	and	CCONJ
easat-4153	164	22	398	398	NUM
easat-4153	164	23	edelweiss	edelweiss	PROPN
easat-4153	164	24	applied	apply	VERB
easat-4153	164	25	science	science	NOUN
easat-4153	164	26	and	and	CCONJ
easat-4153	164	27	technology	technology	NOUN
easat-4153	164	28	issn	issn	PROPN
easat-4153	164	29	:	:	PUNCT
easat-4153	164	30	2576	2576	NUM
easat-4153	164	31	-	-	SYM
easat-4153	164	32	8484	8484	NUM
easat-4153	164	33	vol	vol	NOUN
easat-4153	164	34	.	.	PROPN
easat-4153	165	1	9	9	NUM
easat-4153	165	2	,	,	PUNCT
easat-4153	165	3	no	no	INTJ
easat-4153	165	4	.	.	NOUN
easat-4153	165	5	1	1	NUM
easat-4153	165	6	:	:	PUNCT
easat-4153	165	7	393	393	NUM
easat-4153	165	8	-	-	SYM
easat-4153	165	9	402	402	NUM
easat-4153	165	10	,	,	PUNCT
easat-4153	165	11	2025	2025	NUM
easat-4153	165	12	doi	doi	NOUN
easat-4153	165	13	:	:	PUNCT
easat-4153	165	14	10.55214/25768484.v9i1.4153	10.55214/25768484.v9i1.4153	NUM
easat-4153	165	15	©	©	PROPN
easat-4153	165	16	2025	2025	NUM
easat-4153	165	17	by	by	ADP
easat-4153	165	18	the	the	DET
easat-4153	165	19	authors	author	NOUN
easat-4153	165	20	;	;	PUNCT
easat-4153	165	21	licensee	licensee	PROPN
easat-4153	165	22	learning	learning	PROPN
easat-4153	165	23	gate	gate	PROPN
easat-4153	165	24	technologies	technology	NOUN
easat-4153	165	25	.	.	PUNCT
easat-4153	166	1	secure	secure	ADJ
easat-4153	166	2	configurations	configuration	NOUN
easat-4153	166	3	are	be	AUX
easat-4153	166	4	not	not	PART
easat-4153	166	5	automatic	automatic	ADJ
easat-4153	166	6	;	;	PUNCT
easat-4153	166	7	they	they	PRON
easat-4153	166	8	require	require	VERB
easat-4153	166	9	deliberate	deliberate	ADJ
easat-4153	166	10	planning	planning	NOUN
easat-4153	166	11	and	and	CCONJ
easat-4153	166	12	a	a	DET
easat-4153	166	13	thorough	thorough	ADJ
easat-4153	166	14	understanding	understanding	NOUN
easat-4153	166	15	of	of	ADP
easat-4153	166	16	the	the	DET
easat-4153	166	17	underlying	underlie	VERB
easat-4153	166	18	technologies	technology	NOUN
easat-4153	166	19	.	.	PUNCT
easat-4153	167	1	organizations	organization	NOUN
easat-4153	167	2	must	must	AUX
easat-4153	167	3	assess	assess	VERB
easat-4153	167	4	their	their	PRON
easat-4153	167	5	configuration	configuration	NOUN
easat-4153	167	6	and	and	CCONJ
easat-4153	167	7	potential	potential	ADJ
easat-4153	167	8	vulnerabilities	vulnerability	NOUN
easat-4153	167	9	before	before	ADP
easat-4153	167	10	using	use	VERB
easat-4153	167	11	any	any	DET
easat-4153	167	12	tool	tool	NOUN
easat-4153	167	13	for	for	ADP
easat-4153	167	14	security	security	NOUN
easat-4153	167	15	-	-	PUNCT
easat-4153	167	16	sensitive	sensitive	ADJ
easat-4153	167	17	operations	operation	NOUN
easat-4153	167	18	like	like	ADP
easat-4153	167	19	code	code	NOUN
easat-4153	167	20	deployment	deployment	NOUN
easat-4153	167	21	,	,	PUNCT
easat-4153	167	22	ensuring	ensure	VERB
easat-4153	167	23	it	it	PRON
easat-4153	167	24	aligns	align	VERB
easat-4153	167	25	with	with	ADP
easat-4153	167	26	their	their	PRON
easat-4153	167	27	security	security	NOUN
easat-4153	167	28	requirements	requirement	NOUN
easat-4153	167	29	and	and	CCONJ
easat-4153	167	30	operational	operational	ADJ
easat-4153	167	31	needs	need	NOUN
easat-4153	167	32	.	.	PUNCT
easat-4153	168	1	this	this	DET
easat-4153	168	2	proactive	proactive	ADJ
easat-4153	168	3	approach	approach	NOUN
easat-4153	168	4	is	be	AUX
easat-4153	168	5	essential	essential	ADJ
easat-4153	168	6	to	to	PART
easat-4153	168	7	mitigate	mitigate	VERB
easat-4153	168	8	risks	risk	NOUN
easat-4153	168	9	and	and	CCONJ
easat-4153	168	10	maintain	maintain	VERB
easat-4153	168	11	the	the	DET
easat-4153	168	12	integrity	integrity	NOUN
easat-4153	168	13	of	of	ADP
easat-4153	168	14	the	the	DET
easat-4153	168	15	ci	ci	PROPN
easat-4153	168	16	/	/	SYM
easat-4153	168	17	cd	cd	NOUN
easat-4153	168	18	pipeline	pipeline	NOUN
easat-4153	168	19	.	.	PUNCT
easat-4153	169	1	6	6	X
easat-4153	169	2	.	.	X
easat-4153	169	3	container	container	NOUN
easat-4153	169	4	platform	platform	NOUN
easat-4153	169	5	security	security	NOUN
easat-4153	169	6	container	container	NOUN
easat-4153	169	7	platform	platform	NOUN
easat-4153	169	8	security	security	NOUN
easat-4153	169	9	ensures	ensure	VERB
easat-4153	169	10	containerized	containerized	ADJ
easat-4153	169	11	applications	application	NOUN
easat-4153	169	12	'	'	PART
easat-4153	169	13	safe	safe	ADJ
easat-4153	169	14	and	and	CCONJ
easat-4153	169	15	efficient	efficient	ADJ
easat-4153	169	16	operation	operation	NOUN
easat-4153	169	17	.	.	PUNCT
easat-4153	170	1	containers	container	NOUN
easat-4153	170	2	deployed	deploy	VERB
easat-4153	170	3	on	on	ADP
easat-4153	170	4	platforms	platform	NOUN
easat-4153	170	5	like	like	ADP
easat-4153	170	6	docker	docker	PROPN
easat-4153	170	7	and	and	CCONJ
easat-4153	170	8	kubernetes	kubernete	NOUN
easat-4153	170	9	offer	offer	VERB
easat-4153	170	10	scalable	scalable	ADJ
easat-4153	170	11	and	and	CCONJ
easat-4153	170	12	streamlined	streamlined	ADJ
easat-4153	170	13	application	application	NOUN
easat-4153	170	14	management	management	NOUN
easat-4153	170	15	[	[	X
easat-4153	170	16	33	33	NUM
easat-4153	170	17	]	]	PUNCT
easat-4153	170	18	.	.	PUNCT
easat-4153	171	1	kubernetes	kubernete	NOUN
easat-4153	171	2	is	be	AUX
easat-4153	171	3	a	a	DET
easat-4153	171	4	powerful	powerful	ADJ
easat-4153	171	5	option	option	NOUN
easat-4153	171	6	for	for	ADP
easat-4153	171	7	users	user	NOUN
easat-4153	171	8	who	who	PRON
easat-4153	171	9	prefer	prefer	VERB
easat-4153	171	10	to	to	PART
easat-4153	171	11	customize	customize	VERB
easat-4153	171	12	their	their	PRON
easat-4153	171	13	environment	environment	NOUN
easat-4153	171	14	to	to	ADP
easat-4153	171	15	specific	specific	ADJ
easat-4153	171	16	needs	need	NOUN
easat-4153	171	17	[	[	X
easat-4153	171	18	34	34	NUM
easat-4153	171	19	]	]	PUNCT
easat-4153	171	20	.	.	PUNCT
easat-4153	172	1	while	while	SCONJ
easat-4153	172	2	container	container	NOUN
easat-4153	172	3	runtime	runtime	NOUN
easat-4153	172	4	security	security	NOUN
easat-4153	172	5	has	have	AUX
easat-4153	172	6	progressed	progress	VERB
easat-4153	172	7	,	,	PUNCT
easat-4153	172	8	it	it	PRON
easat-4153	172	9	is	be	AUX
easat-4153	172	10	crucial	crucial	ADJ
easat-4153	172	11	to	to	PART
easat-4153	172	12	ensure	ensure	VERB
easat-4153	172	13	that	that	SCONJ
easat-4153	172	14	application	application	NOUN
easat-4153	172	15	code	code	NOUN
easat-4153	172	16	stays	stay	VERB
easat-4153	172	17	securely	securely	ADV
easat-4153	172	18	inside	inside	ADP
easat-4153	172	19	its	its	PRON
easat-4153	172	20	container	container	NOUN
easat-4153	172	21	[	[	X
easat-4153	172	22	35	35	NUM
easat-4153	172	23	]	]	PUNCT
easat-4153	172	24	.	.	PUNCT
easat-4153	173	1	these	these	DET
easat-4153	173	2	platforms	platform	NOUN
easat-4153	173	3	depend	depend	VERB
easat-4153	173	4	on	on	ADP
easat-4153	173	5	container	container	NOUN
easat-4153	173	6	runtime	runtime	NOUN
easat-4153	173	7	,	,	PUNCT
easat-4153	173	8	a	a	DET
easat-4153	173	9	software	software	NOUN
easat-4153	173	10	component	component	NOUN
easat-4153	173	11	responsible	responsible	ADJ
easat-4153	173	12	for	for	ADP
easat-4153	173	13	executing	execute	VERB
easat-4153	173	14	containers	container	NOUN
easat-4153	173	15	.	.	PUNCT
easat-4153	174	1	popular	popular	ADJ
easat-4153	174	2	container	container	NOUN
easat-4153	174	3	runtimes	runtime	NOUN
easat-4153	174	4	include	include	VERB
easat-4153	174	5	containerd	containerd	NOUN
easat-4153	174	6	,	,	PUNCT
easat-4153	174	7	cri	cri	PROPN
easat-4153	174	8	-	-	PROPN
easat-4153	174	9	o	o	NOUN
easat-4153	174	10	,	,	PUNCT
easat-4153	174	11	docker	docker	NOUN
easat-4153	174	12	engine	engine	NOUN
easat-4153	174	13	,	,	PUNCT
easat-4153	174	14	and	and	CCONJ
easat-4153	174	15	mirantis	mirantis	PROPN
easat-4153	174	16	container	container	NOUN
easat-4153	174	17	runtime	runtime	NOUN
easat-4153	174	18	.	.	PUNCT
easat-4153	175	1	securing	secure	VERB
easat-4153	175	2	the	the	DET
easat-4153	175	3	underlying	underlie	VERB
easat-4153	175	4	container	container	NOUN
easat-4153	175	5	platforms	platform	NOUN
easat-4153	175	6	is	be	AUX
easat-4153	175	7	critical	critical	ADJ
easat-4153	175	8	to	to	ADP
easat-4153	175	9	protecting	protect	VERB
easat-4153	175	10	applications	application	NOUN
easat-4153	175	11	and	and	CCONJ
easat-4153	175	12	infrastructure	infrastructure	NOUN
easat-4153	175	13	from	from	ADP
easat-4153	175	14	vulnerabilities	vulnerability	NOUN
easat-4153	175	15	.	.	PUNCT
easat-4153	176	1	despite	despite	SCONJ
easat-4153	176	2	their	their	PRON
easat-4153	176	3	apparent	apparent	ADJ
easat-4153	176	4	benefits	benefit	NOUN
easat-4153	176	5	,	,	PUNCT
easat-4153	176	6	containers	container	NOUN
easat-4153	176	7	need	need	VERB
easat-4153	176	8	help	help	NOUN
easat-4153	176	9	with	with	ADP
easat-4153	176	10	security	security	NOUN
easat-4153	176	11	and	and	CCONJ
easat-4153	176	12	resource	resource	NOUN
easat-4153	176	13	isolation	isolation	NOUN
easat-4153	176	14	[	[	X
easat-4153	176	15	36	36	NUM
easat-4153	176	16	]	]	PUNCT
easat-4153	176	17	.	.	PUNCT
easat-4153	177	1	6.1	6.1	NUM
easat-4153	177	2	.	.	PUNCT
easat-4153	178	1	docker	docker	PROPN
easat-4153	178	2	platform	platform	NOUN
easat-4153	178	3	security	security	NOUN
easat-4153	178	4	on	on	ADP
easat-4153	178	5	docker	docker	PROPN
easat-4153	178	6	focuses	focus	VERB
easat-4153	178	7	on	on	ADP
easat-4153	178	8	securely	securely	ADV
easat-4153	178	9	configuring	configure	VERB
easat-4153	178	10	the	the	DET
easat-4153	178	11	docker	docker	PROPN
easat-4153	178	12	daemon	daemon	NOUN
easat-4153	178	13	.	.	PUNCT
easat-4153	179	1	this	this	PRON
easat-4153	179	2	includes	include	VERB
easat-4153	179	3	minimizing	minimize	VERB
easat-4153	179	4	privileges	privilege	NOUN
easat-4153	179	5	by	by	ADP
easat-4153	179	6	using	use	VERB
easat-4153	179	7	user	user	NOUN
easat-4153	179	8	namespaces	namespace	NOUN
easat-4153	179	9	to	to	PART
easat-4153	179	10	map	map	VERB
easat-4153	179	11	container	container	NOUN
easat-4153	179	12	users	user	NOUN
easat-4153	179	13	to	to	ADP
easat-4153	179	14	non	non	ADJ
easat-4153	179	15	-	-	ADJ
easat-4153	179	16	root	root	ADJ
easat-4153	179	17	users	user	NOUN
easat-4153	179	18	on	on	ADP
easat-4153	179	19	the	the	DET
easat-4153	179	20	host	host	NOUN
easat-4153	179	21	system	system	NOUN
easat-4153	179	22	[	[	X
easat-4153	179	23	37	37	NUM
easat-4153	179	24	]	]	PUNCT
easat-4153	179	25	.	.	PUNCT
easat-4153	180	1	communication	communication	NOUN
easat-4153	180	2	between	between	ADP
easat-4153	180	3	the	the	DET
easat-4153	180	4	docker	docker	PROPN
easat-4153	180	5	client	client	NOUN
easat-4153	180	6	and	and	CCONJ
easat-4153	180	7	daemon	daemon	NOUN
easat-4153	180	8	should	should	AUX
easat-4153	180	9	be	be	AUX
easat-4153	180	10	encrypted	encrypt	VERB
easat-4153	180	11	using	use	VERB
easat-4153	180	12	tls	tls	PROPN
easat-4153	180	13	,	,	PUNCT
easat-4153	180	14	safeguarding	safeguard	VERB
easat-4153	180	15	against	against	ADP
easat-4153	180	16	interception	interception	NOUN
easat-4153	180	17	or	or	CCONJ
easat-4153	180	18	tampering	tampering	NOUN
easat-4153	180	19	.	.	PUNCT
easat-4153	181	1	tools	tool	NOUN
easat-4153	181	2	like	like	ADP
easat-4153	181	3	docker	docker	PROPN
easat-4153	181	4	bench	bench	NOUN
easat-4153	181	5	for	for	ADP
easat-4153	181	6	security	security	NOUN
easat-4153	181	7	automate	automate	NOUN
easat-4153	181	8	verifying	verifying	NOUN
easat-4153	181	9	docker	docker	NOUN
easat-4153	181	10	's	's	PART
easat-4153	181	11	security	security	NOUN
easat-4153	181	12	configuration	configuration	NOUN
easat-4153	181	13	and	and	CCONJ
easat-4153	181	14	running	run	VERB
easat-4153	181	15	checks	check	NOUN
easat-4153	181	16	based	base	VERB
easat-4153	181	17	on	on	ADP
easat-4153	181	18	the	the	DET
easat-4153	181	19	cis	cis	NOUN
easat-4153	181	20	docker	docker	PROPN
easat-4153	181	21	benchmark	benchmark	NOUN
easat-4153	181	22	.	.	PUNCT
easat-4153	182	1	by	by	ADP
easat-4153	182	2	addressing	address	VERB
easat-4153	182	3	these	these	DET
easat-4153	182	4	recommendations	recommendation	NOUN
easat-4153	182	5	,	,	PUNCT
easat-4153	182	6	organizations	organization	NOUN
easat-4153	182	7	can	can	AUX
easat-4153	182	8	ensure	ensure	VERB
easat-4153	182	9	that	that	SCONJ
easat-4153	182	10	docker	docker	PROPN
easat-4153	182	11	deployments	deployment	NOUN
easat-4153	182	12	meet	meet	VERB
easat-4153	182	13	established	establish	VERB
easat-4153	182	14	security	security	NOUN
easat-4153	182	15	best	good	ADJ
easat-4153	182	16	practices	practice	NOUN
easat-4153	182	17	.	.	PUNCT
easat-4153	183	1	6.2	6.2	NUM
easat-4153	183	2	.	.	PUNCT
easat-4153	184	1	kubernetes	kubernete	VERB
easat-4153	184	2	kubernetes	kubernetes	PROPN
easat-4153	184	3	,	,	PUNCT
easat-4153	184	4	a	a	DET
easat-4153	184	5	widely	widely	ADV
easat-4153	184	6	used	use	VERB
easat-4153	184	7	container	container	NOUN
easat-4153	184	8	orchestration	orchestration	NOUN
easat-4153	184	9	platform	platform	NOUN
easat-4153	184	10	,	,	PUNCT
easat-4153	184	11	requires	require	VERB
easat-4153	184	12	comprehensive	comprehensive	ADJ
easat-4153	184	13	security	security	NOUN
easat-4153	184	14	measures	measure	NOUN
easat-4153	184	15	for	for	ADP
easat-4153	184	16	its	its	PRON
easat-4153	184	17	various	various	ADJ
easat-4153	184	18	components	component	NOUN
easat-4153	184	19	.	.	PUNCT
easat-4153	185	1	as	as	SCONJ
easat-4153	185	2	kubernetes	kubernete	NOUN
easat-4153	185	3	is	be	AUX
easat-4153	185	4	entirely	entirely	ADV
easat-4153	185	5	api	api	NOUN
easat-4153	185	6	-	-	PUNCT
easat-4153	185	7	driven	drive	VERB
easat-4153	185	8	,	,	PUNCT
easat-4153	185	9	the	the	DET
easat-4153	185	10	primary	primary	ADJ
easat-4153	185	11	line	line	NOUN
easat-4153	185	12	of	of	ADP
easat-4153	185	13	defense	defense	NOUN
easat-4153	185	14	lies	lie	VERB
easat-4153	185	15	in	in	ADP
easat-4153	185	16	controlling	control	VERB
easat-4153	185	17	access	access	NOUN
easat-4153	185	18	to	to	ADP
easat-4153	185	19	the	the	DET
easat-4153	185	20	api	api	NOUN
easat-4153	186	1	[	[	X
easat-4153	186	2	38	38	NUM
easat-4153	186	3	]	]	PUNCT
easat-4153	186	4	.	.	PUNCT
easat-4153	187	1	access	access	NOUN
easat-4153	187	2	control	control	NOUN
easat-4153	187	3	mechanisms	mechanism	NOUN
easat-4153	187	4	should	should	AUX
easat-4153	187	5	define	define	VERB
easat-4153	187	6	who	who	PRON
easat-4153	187	7	can	can	AUX
easat-4153	187	8	interact	interact	VERB
easat-4153	187	9	with	with	ADP
easat-4153	187	10	the	the	DET
easat-4153	187	11	cluster	cluster	NOUN
easat-4153	187	12	and	and	CCONJ
easat-4153	187	13	what	what	DET
easat-4153	187	14	actions	action	NOUN
easat-4153	187	15	they	they	PRON
easat-4153	187	16	can	can	AUX
easat-4153	187	17	perform	perform	VERB
easat-4153	187	18	.	.	PUNCT
easat-4153	188	1	tls	tls	NOUN
easat-4153	188	2	encryption	encryption	NOUN
easat-4153	188	3	is	be	AUX
easat-4153	188	4	mandatory	mandatory	ADJ
easat-4153	188	5	for	for	ADP
easat-4153	188	6	all	all	DET
easat-4153	188	7	api	api	NOUN
easat-4153	188	8	communications	communication	NOUN
easat-4153	188	9	within	within	ADP
easat-4153	188	10	the	the	DET
easat-4153	188	11	cluster	cluster	NOUN
easat-4153	188	12	,	,	PUNCT
easat-4153	188	13	ensuring	ensure	VERB
easat-4153	188	14	that	that	SCONJ
easat-4153	188	15	data	datum	NOUN
easat-4153	188	16	exchanges	exchange	NOUN
easat-4153	188	17	remain	remain	VERB
easat-4153	188	18	secure	secure	ADJ
easat-4153	188	19	.	.	PUNCT
easat-4153	189	1	kubernetes	kubernete	NOUN
easat-4153	189	2	offers	offer	VERB
easat-4153	189	3	native	native	ADJ
easat-4153	189	4	security	security	NOUN
easat-4153	189	5	enhancements	enhancement	NOUN
easat-4153	189	6	,	,	PUNCT
easat-4153	189	7	such	such	ADJ
easat-4153	189	8	as	as	ADP
easat-4153	189	9	automated	automate	VERB
easat-4153	189	10	policy	policy	NOUN
easat-4153	189	11	enforcement	enforcement	NOUN
easat-4153	189	12	,	,	PUNCT
easat-4153	189	13	identity	identity	NOUN
easat-4153	189	14	management	management	NOUN
easat-4153	189	15	,	,	PUNCT
easat-4153	189	16	and	and	CCONJ
easat-4153	189	17	monitoring	monitor	VERB
easat-4153	189	18	capabilities	capability	NOUN
easat-4153	189	19	,	,	PUNCT
easat-4153	189	20	which	which	DET
easat-4153	189	21	organizations	organization	NOUN
easat-4153	189	22	can	can	AUX
easat-4153	189	23	leverage	leverage	VERB
easat-4153	189	24	to	to	PART
easat-4153	189	25	improve	improve	VERB
easat-4153	189	26	governance	governance	NOUN
easat-4153	189	27	,	,	PUNCT
easat-4153	189	28	simplify	simplify	ADJ
easat-4153	189	29	operations	operation	NOUN
easat-4153	189	30	,	,	PUNCT
easat-4153	189	31	and	and	CCONJ
easat-4153	189	32	enhance	enhance	VERB
easat-4153	189	33	compliance	compliance	NOUN
easat-4153	189	34	.	.	PUNCT
easat-4153	190	1	network	network	NOUN
easat-4153	190	2	security	security	NOUN
easat-4153	190	3	is	be	AUX
easat-4153	190	4	particularly	particularly	ADV
easat-4153	190	5	complex	complex	ADJ
easat-4153	190	6	in	in	ADP
easat-4153	190	7	kubernetes	kubernete	NOUN
easat-4153	190	8	environments	environment	NOUN
easat-4153	190	9	due	due	ADP
easat-4153	190	10	to	to	ADP
easat-4153	190	11	dynamic	dynamic	ADJ
easat-4153	190	12	configurations	configuration	NOUN
easat-4153	190	13	involving	involve	VERB
easat-4153	190	14	ports	port	NOUN
easat-4153	190	15	,	,	PUNCT
easat-4153	190	16	ip	ip	NOUN
easat-4153	190	17	addresses	address	NOUN
easat-4153	190	18	,	,	PUNCT
easat-4153	190	19	and	and	CCONJ
easat-4153	190	20	network	network	NOUN
easat-4153	190	21	attributes	attribute	VERB
easat-4153	190	22	.	.	PUNCT
easat-4153	191	1	kubernetes	kubernete	NOUN
easat-4153	191	2	natively	natively	ADV
easat-4153	191	3	provides	provide	VERB
easat-4153	191	4	network	network	NOUN
easat-4153	191	5	policies	policy	NOUN
easat-4153	191	6	that	that	PRON
easat-4153	191	7	define	define	VERB
easat-4153	191	8	rules	rule	NOUN
easat-4153	191	9	for	for	ADP
easat-4153	191	10	pod	pod	NOUN
easat-4153	191	11	-	-	PUNCT
easat-4153	191	12	to	to	ADP
easat-4153	191	13	-	-	PUNCT
easat-4153	191	14	pod	pod	NOUN
easat-4153	191	15	communication	communication	NOUN
easat-4153	191	16	,	,	PUNCT
easat-4153	191	17	controlling	control	VERB
easat-4153	191	18	how	how	SCONJ
easat-4153	191	19	workloads	workload	NOUN
easat-4153	191	20	interact	interact	VERB
easat-4153	191	21	at	at	ADP
easat-4153	191	22	the	the	DET
easat-4153	191	23	network	network	NOUN
easat-4153	191	24	level	level	NOUN
easat-4153	191	25	.	.	PUNCT
easat-4153	192	1	however	however	ADV
easat-4153	192	2	,	,	PUNCT
easat-4153	192	3	network	network	NOUN
easat-4153	192	4	policies	policy	NOUN
easat-4153	192	5	alone	alone	ADV
easat-4153	192	6	are	be	AUX
easat-4153	192	7	insufficient	insufficient	ADJ
easat-4153	192	8	to	to	PART
easat-4153	192	9	address	address	VERB
easat-4153	192	10	all	all	DET
easat-4153	192	11	network	network	NOUN
easat-4153	192	12	security	security	NOUN
easat-4153	192	13	challenges	challenge	NOUN
easat-4153	192	14	.	.	PUNCT
easat-4153	193	1	external	external	ADJ
easat-4153	193	2	tools	tool	NOUN
easat-4153	193	3	are	be	AUX
easat-4153	193	4	often	often	ADV
easat-4153	193	5	required	require	VERB
easat-4153	193	6	to	to	PART
easat-4153	193	7	secure	secure	VERB
easat-4153	193	8	other	other	ADJ
easat-4153	193	9	aspects	aspect	NOUN
easat-4153	193	10	of	of	ADP
easat-4153	193	11	kubernetes	kubernete	NOUN
easat-4153	193	12	networking	network	VERB
easat-4153	193	13	.	.	PUNCT
easat-4153	194	1	solutions	solution	NOUN
easat-4153	194	2	like	like	ADP
easat-4153	194	3	calico	calico	NOUN
easat-4153	194	4	and	and	CCONJ
easat-4153	194	5	istio	istio	ADJ
easat-4153	194	6	extend	extend	NOUN
easat-4153	194	7	network	network	NOUN
easat-4153	194	8	security	security	NOUN
easat-4153	194	9	capabilities	capability	NOUN
easat-4153	194	10	,	,	PUNCT
easat-4153	194	11	providing	provide	VERB
easat-4153	194	12	granular	granular	ADJ
easat-4153	194	13	segmentation	segmentation	NOUN
easat-4153	194	14	and	and	CCONJ
easat-4153	194	15	encrypted	encrypt	VERB
easat-4153	194	16	service	service	NOUN
easat-4153	194	17	-	-	PUNCT
easat-4153	194	18	to	to	ADP
easat-4153	194	19	-	-	PUNCT
easat-4153	194	20	service	service	NOUN
easat-4153	194	21	communication	communication	NOUN
easat-4153	194	22	[	[	X
easat-4153	194	23	39	39	NUM
easat-4153	194	24	]	]	PUNCT
easat-4153	194	25	.	.	PUNCT
easat-4153	195	1	resource	resource	NOUN
easat-4153	195	2	management	management	NOUN
easat-4153	195	3	also	also	ADV
easat-4153	195	4	plays	play	VERB
easat-4153	195	5	a	a	DET
easat-4153	195	6	critical	critical	ADJ
easat-4153	195	7	role	role	NOUN
easat-4153	195	8	in	in	ADP
easat-4153	195	9	securing	secure	VERB
easat-4153	195	10	container	container	NOUN
easat-4153	195	11	platforms	platform	NOUN
easat-4153	195	12	.	.	PUNCT
easat-4153	196	1	by	by	ADP
easat-4153	196	2	default	default	NOUN
easat-4153	196	3	,	,	PUNCT
easat-4153	196	4	containers	container	NOUN
easat-4153	196	5	in	in	ADP
easat-4153	196	6	kubernetes	kubernete	NOUN
easat-4153	196	7	run	run	VERB
easat-4153	196	8	without	without	ADP
easat-4153	196	9	limitations	limitation	NOUN
easat-4153	196	10	on	on	ADP
easat-4153	196	11	compute	compute	NOUN
easat-4153	196	12	resources	resource	NOUN
easat-4153	196	13	,	,	PUNCT
easat-4153	196	14	which	which	PRON
easat-4153	196	15	could	could	AUX
easat-4153	196	16	lead	lead	VERB
easat-4153	196	17	to	to	ADP
easat-4153	196	18	performance	performance	NOUN
easat-4153	196	19	degradation	degradation	NOUN
easat-4153	196	20	or	or	CCONJ
easat-4153	196	21	denial	denial	NOUN
easat-4153	196	22	-	-	PUNCT
easat-4153	196	23	of	of	ADP
easat-4153	196	24	-	-	PUNCT
easat-4153	196	25	service	service	NOUN
easat-4153	196	26	conditions	condition	NOUN
easat-4153	196	27	if	if	SCONJ
easat-4153	196	28	a	a	DET
easat-4153	196	29	single	single	ADJ
easat-4153	196	30	container	container	NOUN
easat-4153	196	31	monopolizes	monopolize	VERB
easat-4153	196	32	resources	resource	NOUN
easat-4153	196	33	.	.	PUNCT
easat-4153	197	1	kubernetes	kubernete	NOUN
easat-4153	197	2	allows	allow	VERB
easat-4153	197	3	administrators	administrator	NOUN
easat-4153	197	4	to	to	PART
easat-4153	197	5	configure	configure	VERB
easat-4153	197	6	resource	resource	NOUN
easat-4153	197	7	quotas	quota	NOUN
easat-4153	197	8	and	and	CCONJ
easat-4153	197	9	limits	limit	NOUN
easat-4153	197	10	for	for	ADP
easat-4153	197	11	cpu	cpu	NOUN
easat-4153	197	12	,	,	PUNCT
easat-4153	197	13	memory	memory	NOUN
easat-4153	197	14	,	,	PUNCT
easat-4153	197	15	and	and	CCONJ
easat-4153	197	16	storage	storage	NOUN
easat-4153	197	17	,	,	PUNCT
easat-4153	197	18	ensuring	ensure	VERB
easat-4153	197	19	fair	fair	ADJ
easat-4153	197	20	allocation	allocation	NOUN
easat-4153	197	21	and	and	CCONJ
easat-4153	197	22	protecting	protect	VERB
easat-4153	197	23	against	against	ADP
easat-4153	197	24	resource	resource	NOUN
easat-4153	197	25	exhaustion	exhaustion	NOUN
easat-4153	197	26	.	.	PUNCT
easat-4153	198	1	these	these	DET
easat-4153	198	2	quotas	quota	NOUN
easat-4153	198	3	also	also	ADV
easat-4153	198	4	help	help	VERB
easat-4153	198	5	enforce	enforce	VERB
easat-4153	198	6	best	good	ADJ
easat-4153	198	7	practices	practice	NOUN
easat-4153	198	8	for	for	ADP
easat-4153	198	9	efficient	efficient	ADJ
easat-4153	198	10	resource	resource	NOUN
easat-4153	198	11	utilization	utilization	NOUN
easat-4153	198	12	across	across	ADP
easat-4153	198	13	the	the	DET
easat-4153	198	14	cluster	cluster	NOUN
easat-4153	198	15	.	.	PUNCT
easat-4153	199	1	privilege	privilege	NOUN
easat-4153	199	2	management	management	NOUN
easat-4153	199	3	is	be	AUX
easat-4153	199	4	another	another	DET
easat-4153	199	5	essential	essential	ADJ
easat-4153	199	6	aspect	aspect	NOUN
easat-4153	199	7	of	of	ADP
easat-4153	199	8	container	container	NOUN
easat-4153	199	9	security	security	NOUN
easat-4153	199	10	.	.	PUNCT
easat-4153	200	1	containers	container	NOUN
easat-4153	200	2	with	with	ADP
easat-4153	200	3	elevated	elevated	ADJ
easat-4153	200	4	privileges	privilege	NOUN
easat-4153	200	5	can	can	AUX
easat-4153	200	6	access	access	VERB
easat-4153	200	7	host	host	NOUN
easat-4153	200	8	resources	resource	NOUN
easat-4153	200	9	,	,	PUNCT
easat-4153	200	10	potentially	potentially	ADV
easat-4153	200	11	leading	lead	VERB
easat-4153	200	12	to	to	ADP
easat-4153	200	13	security	security	NOUN
easat-4153	200	14	breaches	breach	NOUN
easat-4153	200	15	.	.	PUNCT
easat-4153	201	1	kubernetes	kubernete	NOUN
easat-4153	201	2	can	can	AUX
easat-4153	201	3	be	be	AUX
easat-4153	201	4	configured	configure	VERB
easat-4153	201	5	to	to	PART
easat-4153	201	6	restrict	restrict	VERB
easat-4153	201	7	privileged	privileged	ADJ
easat-4153	201	8	container	container	NOUN
easat-4153	201	9	usage	usage	NOUN
easat-4153	201	10	and	and	CCONJ
easat-4153	201	11	enforce	enforce	VERB
easat-4153	201	12	policies	policy	NOUN
easat-4153	201	13	that	that	PRON
easat-4153	201	14	limit	limit	VERB
easat-4153	201	15	container	container	NOUN
easat-4153	201	16	capabilities	capability	NOUN
easat-4153	201	17	,	,	PUNCT
easat-4153	201	18	399	399	NUM
easat-4153	201	19	edelweiss	edelweiss	PROPN
easat-4153	201	20	applied	apply	VERB
easat-4153	201	21	science	science	NOUN
easat-4153	201	22	and	and	CCONJ
easat-4153	201	23	technology	technology	NOUN
easat-4153	201	24	issn	issn	PROPN
easat-4153	201	25	:	:	PUNCT
easat-4153	201	26	2576	2576	NUM
easat-4153	201	27	-	-	SYM
easat-4153	201	28	8484	8484	NUM
easat-4153	201	29	vol	vol	NOUN
easat-4153	201	30	.	.	PROPN
easat-4153	202	1	9	9	NUM
easat-4153	202	2	,	,	PUNCT
easat-4153	202	3	no	no	INTJ
easat-4153	202	4	.	.	NOUN
easat-4153	202	5	1	1	NUM
easat-4153	202	6	:	:	PUNCT
easat-4153	202	7	393	393	NUM
easat-4153	202	8	-	-	SYM
easat-4153	202	9	402	402	NUM
easat-4153	202	10	,	,	PUNCT
easat-4153	202	11	2025	2025	NUM
easat-4153	202	12	doi	doi	NOUN
easat-4153	202	13	:	:	PUNCT
easat-4153	202	14	10.55214/25768484.v9i1.4153	10.55214/25768484.v9i1.4153	NUM
easat-4153	202	15	©	©	PROPN
easat-4153	202	16	2025	2025	NUM
easat-4153	202	17	by	by	ADP
easat-4153	202	18	the	the	DET
easat-4153	202	19	authors	author	NOUN
easat-4153	202	20	;	;	PUNCT
easat-4153	202	21	licensee	licensee	PROPN
easat-4153	202	22	learning	learning	NOUN
easat-4153	202	23	gate	gate	NOUN
easat-4153	202	24	thereby	thereby	ADV
easat-4153	202	25	reducing	reduce	VERB
easat-4153	202	26	the	the	DET
easat-4153	202	27	attack	attack	NOUN
easat-4153	202	28	surface	surface	NOUN
easat-4153	202	29	.	.	PUNCT
easat-4153	203	1	similarly	similarly	ADV
easat-4153	203	2	,	,	PUNCT
easat-4153	203	3	disabling	disable	VERB
easat-4153	203	4	unnecessary	unnecessary	ADJ
easat-4153	203	5	kernel	kernel	NOUN
easat-4153	203	6	modules	module	NOUN
easat-4153	203	7	on	on	ADP
easat-4153	203	8	kubernetes	kubernete	NOUN
easat-4153	203	9	nodes	node	NOUN
easat-4153	203	10	helps	help	VERB
easat-4153	203	11	minimize	minimize	VERB
easat-4153	203	12	vulnerabilities	vulnerability	NOUN
easat-4153	203	13	by	by	ADP
easat-4153	203	14	restricting	restrict	VERB
easat-4153	203	15	the	the	DET
easat-4153	203	16	functionality	functionality	NOUN
easat-4153	203	17	available	available	ADJ
easat-4153	203	18	to	to	ADP
easat-4153	203	19	potential	potential	ADJ
easat-4153	203	20	attackers	attacker	NOUN
easat-4153	203	21	.	.	PUNCT
easat-4153	204	1	the	the	DET
easat-4153	204	2	placement	placement	NOUN
easat-4153	204	3	of	of	ADP
easat-4153	204	4	pods	pod	NOUN
easat-4153	204	5	within	within	ADP
easat-4153	204	6	a	a	DET
easat-4153	204	7	cluster	cluster	NOUN
easat-4153	204	8	also	also	ADV
easat-4153	204	9	impacts	impact	VERB
easat-4153	204	10	security	security	NOUN
easat-4153	204	11	.	.	PUNCT
easat-4153	205	1	kubernetes	kubernete	NOUN
easat-4153	205	2	allows	allow	VERB
easat-4153	205	3	administrators	administrator	NOUN
easat-4153	205	4	to	to	PART
easat-4153	205	5	use	use	VERB
easat-4153	205	6	node	node	ADJ
easat-4153	205	7	selectors	selector	NOUN
easat-4153	205	8	,	,	PUNCT
easat-4153	205	9	taints	taint	NOUN
easat-4153	205	10	,	,	PUNCT
easat-4153	205	11	and	and	CCONJ
easat-4153	205	12	tolerations	toleration	NOUN
easat-4153	205	13	to	to	PART
easat-4153	205	14	assign	assign	VERB
easat-4153	205	15	sensitive	sensitive	ADJ
easat-4153	205	16	workloads	workload	NOUN
easat-4153	205	17	to	to	ADP
easat-4153	205	18	dedicated	dedicate	VERB
easat-4153	205	19	nodes	node	NOUN
easat-4153	205	20	with	with	ADP
easat-4153	205	21	stricter	strict	ADJ
easat-4153	205	22	security	security	NOUN
easat-4153	205	23	configurations	configuration	NOUN
easat-4153	205	24	.	.	PUNCT
easat-4153	206	1	affinity	affinity	NOUN
easat-4153	206	2	and	and	CCONJ
easat-4153	206	3	anti	anti	ADJ
easat-4153	206	4	-	-	ADJ
easat-4153	206	5	affinity	affinity	ADJ
easat-4153	206	6	rules	rule	NOUN
easat-4153	206	7	further	far	ADV
easat-4153	206	8	enhance	enhance	VERB
easat-4153	206	9	resilience	resilience	NOUN
easat-4153	206	10	by	by	ADP
easat-4153	206	11	distributing	distribute	VERB
easat-4153	206	12	workloads	workload	NOUN
easat-4153	206	13	across	across	ADP
easat-4153	206	14	multiple	multiple	ADJ
easat-4153	206	15	nodes	node	NOUN
easat-4153	206	16	,	,	PUNCT
easat-4153	206	17	reducing	reduce	VERB
easat-4153	206	18	the	the	DET
easat-4153	206	19	risk	risk	NOUN
easat-4153	206	20	of	of	ADP
easat-4153	206	21	single	single	ADJ
easat-4153	206	22	points	point	NOUN
easat-4153	206	23	of	of	ADP
easat-4153	206	24	failure	failure	NOUN
easat-4153	206	25	.	.	PUNCT
easat-4153	207	1	securing	secure	VERB
easat-4153	207	2	kubernetes	kubernete	NOUN
easat-4153	207	3	clusters	cluster	NOUN
easat-4153	207	4	requires	require	VERB
easat-4153	207	5	specialized	specialized	ADJ
easat-4153	207	6	tools	tool	NOUN
easat-4153	207	7	to	to	PART
easat-4153	207	8	identify	identify	VERB
easat-4153	207	9	vulnerabilities	vulnerability	NOUN
easat-4153	207	10	,	,	PUNCT
easat-4153	207	11	enforce	enforce	VERB
easat-4153	207	12	policies	policy	NOUN
easat-4153	207	13	,	,	PUNCT
easat-4153	207	14	and	and	CCONJ
easat-4153	207	15	monitor	monitor	VERB
easat-4153	207	16	activity	activity	NOUN
easat-4153	207	17	[	[	X
easat-4153	207	18	40	40	NUM
easat-4153	207	19	]	]	PUNCT
easat-4153	207	20	.	.	PUNCT
easat-4153	208	1	kube	kube	PROPN
easat-4153	208	2	-	-	PUNCT
easat-4153	208	3	bench	bench	NOUN
easat-4153	208	4	automates	automate	VERB
easat-4153	208	5	security	security	NOUN
easat-4153	208	6	checks	check	NOUN
easat-4153	208	7	based	base	VERB
easat-4153	208	8	on	on	ADP
easat-4153	208	9	the	the	DET
easat-4153	208	10	cis	cis	NOUN
easat-4153	208	11	kubernetes	kubernete	NOUN
easat-4153	208	12	benchmark	benchmark	NOUN
easat-4153	208	13	,	,	PUNCT
easat-4153	208	14	ensuring	ensure	VERB
easat-4153	208	15	compliance	compliance	NOUN
easat-4153	208	16	with	with	ADP
easat-4153	208	17	best	good	ADJ
easat-4153	208	18	practices	practice	NOUN
easat-4153	208	19	.	.	PUNCT
easat-4153	209	1	falco	falco	PROPN
easat-4153	209	2	provides	provide	VERB
easat-4153	209	3	real	real	ADJ
easat-4153	209	4	-	-	PUNCT
easat-4153	209	5	time	time	NOUN
easat-4153	209	6	monitoring	monitoring	NOUN
easat-4153	209	7	by	by	ADP
easat-4153	209	8	analyzing	analyze	VERB
easat-4153	209	9	system	system	NOUN
easat-4153	209	10	calls	call	VERB
easat-4153	209	11	within	within	ADP
easat-4153	209	12	containers	container	NOUN
easat-4153	209	13	to	to	PART
easat-4153	209	14	detect	detect	VERB
easat-4153	209	15	anomalous	anomalous	ADJ
easat-4153	209	16	behavior	behavior	NOUN
easat-4153	209	17	indicative	indicative	ADJ
easat-4153	209	18	of	of	ADP
easat-4153	209	19	a	a	DET
easat-4153	209	20	breach	breach	NOUN
easat-4153	209	21	.	.	PUNCT
easat-4153	210	1	open	open	ADJ
easat-4153	210	2	policy	policy	NOUN
easat-4153	210	3	agent	agent	NOUN
easat-4153	210	4	(	(	PUNCT
easat-4153	210	5	opa	opa	NOUN
easat-4153	210	6	)	)	PUNCT
easat-4153	210	7	enforces	enforce	VERB
easat-4153	210	8	cluster	cluster	NOUN
easat-4153	210	9	-	-	PUNCT
easat-4153	210	10	wide	wide	ADJ
easat-4153	210	11	security	security	NOUN
easat-4153	210	12	policies	policy	NOUN
easat-4153	210	13	at	at	ADP
easat-4153	210	14	the	the	DET
easat-4153	210	15	api	api	NOUN
easat-4153	210	16	level	level	NOUN
easat-4153	210	17	,	,	PUNCT
easat-4153	210	18	managing	manage	VERB
easat-4153	210	19	admission	admission	NOUN
easat-4153	210	20	controls	control	NOUN
easat-4153	210	21	and	and	CCONJ
easat-4153	210	22	ensuring	ensure	VERB
easat-4153	210	23	only	only	ADJ
easat-4153	210	24	compliant	compliant	ADJ
easat-4153	210	25	configurations	configuration	NOUN
easat-4153	210	26	are	be	AUX
easat-4153	210	27	deployed	deploy	VERB
easat-4153	210	28	.	.	PUNCT
easat-4153	211	1	tools	tool	NOUN
easat-4153	211	2	like	like	ADP
easat-4153	211	3	calico	calico	NOUN
easat-4153	211	4	and	and	CCONJ
easat-4153	211	5	istio	istio	NOUN
easat-4153	211	6	extend	extend	VERB
easat-4153	211	7	security	security	NOUN
easat-4153	211	8	to	to	ADP
easat-4153	211	9	the	the	DET
easat-4153	211	10	network	network	NOUN
easat-4153	211	11	layer	layer	NOUN
easat-4153	211	12	,	,	PUNCT
easat-4153	211	13	providing	provide	VERB
easat-4153	211	14	segmentation	segmentation	NOUN
easat-4153	211	15	and	and	CCONJ
easat-4153	211	16	encrypted	encrypt	VERB
easat-4153	211	17	communications	communication	NOUN
easat-4153	211	18	.	.	PUNCT
easat-4153	212	1	meanwhile	meanwhile	ADV
easat-4153	212	2	,	,	PUNCT
easat-4153	212	3	kubescape	kubescape	NOUN
easat-4153	212	4	scans	scan	NOUN
easat-4153	212	5	clusters	cluster	NOUN
easat-4153	212	6	against	against	ADP
easat-4153	212	7	nsa	nsa	PROPN
easat-4153	212	8	and	and	CCONJ
easat-4153	212	9	cisa	cisa	PROPN
easat-4153	212	10	guidelines	guideline	NOUN
easat-4153	212	11	,	,	PUNCT
easat-4153	212	12	identifying	identify	VERB
easat-4153	212	13	misconfigurations	misconfiguration	NOUN
easat-4153	212	14	and	and	CCONJ
easat-4153	212	15	vulnerabilities	vulnerability	NOUN
easat-4153	212	16	and	and	CCONJ
easat-4153	212	17	ensuring	ensure	VERB
easat-4153	212	18	clusters	cluster	NOUN
easat-4153	212	19	remain	remain	VERB
easat-4153	212	20	secure	secure	ADJ
easat-4153	212	21	.	.	PUNCT
easat-4153	213	1	each	each	DET
easat-4153	213	2	tool	tool	NOUN
easat-4153	213	3	addresses	address	VERB
easat-4153	213	4	specific	specific	ADJ
easat-4153	213	5	aspects	aspect	NOUN
easat-4153	213	6	of	of	ADP
easat-4153	213	7	kubernetes	kubernete	NOUN
easat-4153	213	8	security	security	NOUN
easat-4153	213	9	,	,	PUNCT
easat-4153	213	10	from	from	ADP
easat-4153	213	11	compliance	compliance	NOUN
easat-4153	213	12	and	and	CCONJ
easat-4153	213	13	policy	policy	NOUN
easat-4153	213	14	enforcement	enforcement	NOUN
easat-4153	213	15	to	to	ADP
easat-4153	213	16	network	network	NOUN
easat-4153	213	17	protection	protection	NOUN
easat-4153	213	18	and	and	CCONJ
easat-4153	213	19	runtime	runtime	NOUN
easat-4153	213	20	monitoring	monitoring	NOUN
easat-4153	213	21	.	.	PUNCT
easat-4153	214	1	integrating	integrate	VERB
easat-4153	214	2	these	these	DET
easat-4153	214	3	tools	tool	NOUN
easat-4153	214	4	into	into	ADP
easat-4153	214	5	a	a	DET
easat-4153	214	6	cohesive	cohesive	ADJ
easat-4153	214	7	security	security	NOUN
easat-4153	214	8	strategy	strategy	NOUN
easat-4153	214	9	helps	help	VERB
easat-4153	214	10	organizations	organization	NOUN
easat-4153	214	11	establish	establish	VERB
easat-4153	214	12	a	a	DET
easat-4153	214	13	robust	robust	ADJ
easat-4153	214	14	defense	defense	NOUN
easat-4153	214	15	against	against	ADP
easat-4153	214	16	potential	potential	ADJ
easat-4153	214	17	threats	threat	NOUN
easat-4153	214	18	.	.	PUNCT
easat-4153	215	1	7	7	X
easat-4153	215	2	.	.	X
easat-4153	215	3	future	future	ADJ
easat-4153	215	4	works	work	NOUN
easat-4153	215	5	as	as	ADP
easat-4153	215	6	software	software	NOUN
easat-4153	215	7	systems	system	NOUN
easat-4153	215	8	and	and	CCONJ
easat-4153	215	9	their	their	PRON
easat-4153	215	10	security	security	NOUN
easat-4153	215	11	requirements	requirement	NOUN
easat-4153	215	12	continue	continue	VERB
easat-4153	215	13	to	to	PART
easat-4153	215	14	grow	grow	VERB
easat-4153	215	15	in	in	ADP
easat-4153	215	16	complexity	complexity	NOUN
easat-4153	215	17	,	,	PUNCT
easat-4153	215	18	numerous	numerous	ADJ
easat-4153	215	19	opportunities	opportunity	NOUN
easat-4153	215	20	remain	remain	VERB
easat-4153	215	21	to	to	PART
easat-4153	215	22	improve	improve	VERB
easat-4153	215	23	and	and	CCONJ
easat-4153	215	24	extend	extend	VERB
easat-4153	215	25	the	the	DET
easat-4153	215	26	current	current	ADJ
easat-4153	215	27	state	state	NOUN
easat-4153	215	28	of	of	ADP
easat-4153	215	29	research	research	NOUN
easat-4153	215	30	and	and	CCONJ
easat-4153	215	31	practices	practice	NOUN
easat-4153	215	32	in	in	ADP
easat-4153	215	33	software	software	NOUN
easat-4153	215	34	security	security	NOUN
easat-4153	215	35	.	.	PUNCT
easat-4153	216	1	future	future	ADJ
easat-4153	216	2	efforts	effort	NOUN
easat-4153	216	3	should	should	AUX
easat-4153	216	4	focus	focus	VERB
easat-4153	216	5	on	on	ADP
easat-4153	216	6	advancing	advance	VERB
easat-4153	216	7	tools	tool	NOUN
easat-4153	216	8	and	and	CCONJ
easat-4153	216	9	methodologies	methodology	NOUN
easat-4153	216	10	to	to	PART
easat-4153	216	11	address	address	VERB
easat-4153	216	12	the	the	DET
easat-4153	216	13	limitations	limitation	NOUN
easat-4153	216	14	and	and	CCONJ
easat-4153	216	15	gaps	gap	NOUN
easat-4153	216	16	highlighted	highlight	VERB
easat-4153	216	17	in	in	ADP
easat-4153	216	18	this	this	DET
easat-4153	216	19	work	work	NOUN
easat-4153	216	20	.	.	PUNCT
easat-4153	217	1	one	one	NUM
easat-4153	217	2	promising	promise	VERB
easat-4153	217	3	direction	direction	NOUN
easat-4153	217	4	is	be	AUX
easat-4153	217	5	the	the	DET
easat-4153	217	6	enhancement	enhancement	NOUN
easat-4153	217	7	of	of	ADP
easat-4153	217	8	static	static	ADJ
easat-4153	217	9	code	code	NOUN
easat-4153	217	10	analysis	analysis	NOUN
easat-4153	217	11	through	through	ADP
easat-4153	217	12	integrating	integrate	VERB
easat-4153	217	13	machine	machine	NOUN
easat-4153	217	14	learning	learning	NOUN
easat-4153	217	15	and	and	CCONJ
easat-4153	217	16	artificial	artificial	ADJ
easat-4153	217	17	intelligence	intelligence	NOUN
easat-4153	217	18	techniques	technique	NOUN
easat-4153	217	19	.	.	PUNCT
easat-4153	218	1	current	current	ADJ
easat-4153	218	2	sca	sca	PROPN
easat-4153	218	3	tools	tool	NOUN
easat-4153	218	4	often	often	ADV
easat-4153	218	5	struggle	struggle	VERB
easat-4153	218	6	with	with	ADP
easat-4153	218	7	false	false	ADJ
easat-4153	218	8	positives	positive	NOUN
easat-4153	218	9	and	and	CCONJ
easat-4153	218	10	negatives	negative	NOUN
easat-4153	218	11	,	,	PUNCT
easat-4153	218	12	and	and	CCONJ
easat-4153	218	13	advanced	advanced	ADJ
easat-4153	218	14	ai	ai	NOUN
easat-4153	218	15	models	model	NOUN
easat-4153	218	16	could	could	AUX
easat-4153	218	17	improve	improve	VERB
easat-4153	218	18	their	their	PRON
easat-4153	218	19	accuracy	accuracy	NOUN
easat-4153	218	20	and	and	CCONJ
easat-4153	218	21	predictive	predictive	ADJ
easat-4153	218	22	capabilities	capability	NOUN
easat-4153	218	23	.	.	PUNCT
easat-4153	219	1	additionally	additionally	ADV
easat-4153	219	2	,	,	PUNCT
easat-4153	219	3	further	further	ADJ
easat-4153	219	4	exploration	exploration	NOUN
easat-4153	219	5	into	into	ADP
easat-4153	219	6	hybrid	hybrid	ADJ
easat-4153	219	7	approaches	approach	NOUN
easat-4153	219	8	,	,	PUNCT
easat-4153	219	9	combining	combine	VERB
easat-4153	219	10	static	static	ADJ
easat-4153	219	11	and	and	CCONJ
easat-4153	219	12	dynamic	dynamic	ADJ
easat-4153	219	13	analysis	analysis	NOUN
easat-4153	219	14	methods	method	NOUN
easat-4153	219	15	,	,	PUNCT
easat-4153	219	16	may	may	AUX
easat-4153	219	17	provide	provide	VERB
easat-4153	219	18	a	a	DET
easat-4153	219	19	more	more	ADV
easat-4153	219	20	comprehensive	comprehensive	ADJ
easat-4153	219	21	solution	solution	NOUN
easat-4153	219	22	for	for	ADP
easat-4153	219	23	identifying	identify	VERB
easat-4153	219	24	vulnerabilities	vulnerability	NOUN
easat-4153	219	25	across	across	ADP
easat-4153	219	26	diverse	diverse	ADJ
easat-4153	219	27	software	software	NOUN
easat-4153	219	28	systems	system	NOUN
easat-4153	219	29	.	.	PUNCT
easat-4153	220	1	in	in	ADP
easat-4153	220	2	the	the	DET
easat-4153	220	3	ci	ci	PROPN
easat-4153	220	4	/	/	SYM
easat-4153	220	5	cd	cd	NOUN
easat-4153	220	6	pipeline	pipeline	NOUN
easat-4153	220	7	security	security	NOUN
easat-4153	220	8	domain	domain	NOUN
easat-4153	220	9	,	,	PUNCT
easat-4153	220	10	future	future	ADJ
easat-4153	220	11	studies	study	NOUN
easat-4153	220	12	should	should	AUX
easat-4153	220	13	investigate	investigate	VERB
easat-4153	220	14	better	well	ADJ
easat-4153	220	15	methods	method	NOUN
easat-4153	220	16	for	for	ADP
easat-4153	220	17	securing	secure	VERB
easat-4153	220	18	supply	supply	NOUN
easat-4153	220	19	chains	chain	NOUN
easat-4153	220	20	against	against	ADP
easat-4153	220	21	sophisticated	sophisticated	ADJ
easat-4153	220	22	attacks	attack	NOUN
easat-4153	220	23	,	,	PUNCT
easat-4153	220	24	such	such	ADJ
easat-4153	220	25	as	as	ADP
easat-4153	220	26	those	those	PRON
easat-4153	220	27	seen	see	VERB
easat-4153	220	28	in	in	ADP
easat-4153	220	29	the	the	DET
easat-4153	220	30	solarwinds	solarwind	NOUN
easat-4153	220	31	and	and	CCONJ
easat-4153	220	32	codecov	codecov	NOUN
easat-4153	220	33	incidents	incident	NOUN
easat-4153	220	34	.	.	PUNCT
easat-4153	221	1	research	research	NOUN
easat-4153	221	2	into	into	ADP
easat-4153	221	3	automated	automate	VERB
easat-4153	221	4	threat	threat	NOUN
easat-4153	221	5	modeling	modeling	NOUN
easat-4153	221	6	within	within	ADP
easat-4153	221	7	pipelines	pipeline	NOUN
easat-4153	221	8	could	could	AUX
easat-4153	221	9	enable	enable	VERB
easat-4153	221	10	earlier	early	ADJ
easat-4153	221	11	detection	detection	NOUN
easat-4153	221	12	of	of	ADP
easat-4153	221	13	vulnerabilities	vulnerability	NOUN
easat-4153	221	14	and	and	CCONJ
easat-4153	221	15	improve	improve	VERB
easat-4153	221	16	resilience	resilience	NOUN
easat-4153	221	17	against	against	ADP
easat-4153	221	18	emerging	emerge	VERB
easat-4153	221	19	threats	threat	NOUN
easat-4153	221	20	.	.	PUNCT
easat-4153	222	1	furthermore	furthermore	ADV
easat-4153	222	2	,	,	PUNCT
easat-4153	222	3	developing	develop	VERB
easat-4153	222	4	standardized	standardized	ADJ
easat-4153	222	5	frameworks	framework	NOUN
easat-4153	222	6	for	for	ADP
easat-4153	222	7	ci	ci	NOUN
easat-4153	222	8	/	/	SYM
easat-4153	222	9	cd	cd	PROPN
easat-4153	222	10	security	security	NOUN
easat-4153	222	11	best	good	ADJ
easat-4153	222	12	practices	practice	NOUN
easat-4153	222	13	could	could	AUX
easat-4153	222	14	help	help	VERB
easat-4153	222	15	organizations	organization	NOUN
easat-4153	222	16	adopt	adopt	VERB
easat-4153	222	17	consistent	consistent	ADJ
easat-4153	222	18	and	and	CCONJ
easat-4153	222	19	effective	effective	ADJ
easat-4153	222	20	measures	measure	NOUN
easat-4153	222	21	,	,	PUNCT
easat-4153	222	22	particularly	particularly	ADV
easat-4153	222	23	for	for	ADP
easat-4153	222	24	integrating	integrate	VERB
easat-4153	222	25	third	third	ADJ
easat-4153	222	26	-	-	PUNCT
easat-4153	222	27	party	party	NOUN
easat-4153	222	28	tools	tool	NOUN
easat-4153	222	29	and	and	CCONJ
easat-4153	222	30	dependencies	dependency	NOUN
easat-4153	222	31	.	.	PUNCT
easat-4153	223	1	the	the	DET
easat-4153	223	2	focus	focus	NOUN
easat-4153	223	3	should	should	AUX
easat-4153	223	4	shift	shift	VERB
easat-4153	223	5	toward	toward	ADP
easat-4153	223	6	real	real	ADJ
easat-4153	223	7	-	-	PUNCT
easat-4153	223	8	time	time	NOUN
easat-4153	223	9	scanning	scanning	NOUN
easat-4153	223	10	and	and	CCONJ
easat-4153	223	11	monitoring	monitor	VERB
easat-4153	223	12	capabilities	capability	NOUN
easat-4153	223	13	for	for	ADP
easat-4153	223	14	container	container	NOUN
easat-4153	223	15	image	image	NOUN
easat-4153	223	16	scanning	scanning	NOUN
easat-4153	223	17	and	and	CCONJ
easat-4153	223	18	platform	platform	NOUN
easat-4153	223	19	security	security	NOUN
easat-4153	223	20	.	.	PUNCT
easat-4153	224	1	existing	exist	VERB
easat-4153	224	2	tools	tool	NOUN
easat-4153	224	3	,	,	PUNCT
easat-4153	224	4	such	such	ADJ
easat-4153	224	5	as	as	ADP
easat-4153	224	6	clair	clair	NOUN
easat-4153	224	7	and	and	CCONJ
easat-4153	224	8	trivy	trivy	NOUN
easat-4153	224	9	,	,	PUNCT
easat-4153	224	10	are	be	AUX
easat-4153	224	11	effective	effective	ADJ
easat-4153	224	12	at	at	ADP
easat-4153	224	13	pre	pre	ADJ
easat-4153	224	14	-	-	ADJ
easat-4153	224	15	deployment	deployment	ADJ
easat-4153	224	16	scanning	scanning	NOUN
easat-4153	224	17	,	,	PUNCT
easat-4153	224	18	but	but	CCONJ
easat-4153	224	19	the	the	DET
easat-4153	224	20	rise	rise	NOUN
easat-4153	224	21	of	of	ADP
easat-4153	224	22	ephemeral	ephemeral	ADJ
easat-4153	224	23	containerized	containerized	ADJ
easat-4153	224	24	environments	environment	NOUN
easat-4153	224	25	necessitates	necessitate	VERB
easat-4153	224	26	solutions	solution	NOUN
easat-4153	224	27	that	that	PRON
easat-4153	224	28	can	can	AUX
easat-4153	224	29	continuously	continuously	ADV
easat-4153	224	30	assess	assess	VERB
easat-4153	224	31	vulnerabilities	vulnerability	NOUN
easat-4153	224	32	during	during	ADP
easat-4153	224	33	runtime	runtime	NOUN
easat-4153	224	34	.	.	PUNCT
easat-4153	225	1	enhanced	enhance	VERB
easat-4153	225	2	orchestration	orchestration	NOUN
easat-4153	225	3	security	security	NOUN
easat-4153	225	4	for	for	ADP
easat-4153	225	5	kubernetes	kubernete	NOUN
easat-4153	225	6	,	,	PUNCT
easat-4153	225	7	including	include	VERB
easat-4153	225	8	better	well	ADJ
easat-4153	225	9	network	network	NOUN
easat-4153	225	10	policies	policy	NOUN
easat-4153	225	11	and	and	CCONJ
easat-4153	225	12	more	more	ADV
easat-4153	225	13	sophisticated	sophisticated	ADJ
easat-4153	225	14	runtime	runtime	NOUN
easat-4153	225	15	anomaly	anomaly	NOUN
easat-4153	225	16	detection	detection	NOUN
easat-4153	225	17	,	,	PUNCT
easat-4153	225	18	could	could	AUX
easat-4153	225	19	provide	provide	VERB
easat-4153	225	20	greater	great	ADJ
easat-4153	225	21	assurance	assurance	NOUN
easat-4153	225	22	against	against	ADP
easat-4153	225	23	container	container	NOUN
easat-4153	225	24	-	-	PUNCT
easat-4153	225	25	based	base	VERB
easat-4153	225	26	attacks	attack	NOUN
easat-4153	225	27	.	.	PUNCT
easat-4153	226	1	finally	finally	ADV
easat-4153	226	2	,	,	PUNCT
easat-4153	226	3	there	there	PRON
easat-4153	226	4	is	be	VERB
easat-4153	226	5	a	a	DET
easat-4153	226	6	need	need	NOUN
easat-4153	226	7	for	for	ADP
easat-4153	226	8	greater	great	ADJ
easat-4153	226	9	emphasis	emphasis	NOUN
easat-4153	226	10	on	on	ADP
easat-4153	226	11	interdisciplinary	interdisciplinary	ADJ
easat-4153	226	12	research	research	NOUN
easat-4153	226	13	,	,	PUNCT
easat-4153	226	14	incorporating	incorporate	VERB
easat-4153	226	15	insights	insight	NOUN
easat-4153	226	16	from	from	ADP
easat-4153	226	17	human	human	ADJ
easat-4153	226	18	factors	factor	NOUN
easat-4153	226	19	and	and	CCONJ
easat-4153	226	20	organizational	organizational	ADJ
easat-4153	226	21	behavior	behavior	NOUN
easat-4153	226	22	into	into	ADP
easat-4153	226	23	the	the	DET
easat-4153	226	24	design	design	NOUN
easat-4153	226	25	and	and	CCONJ
easat-4153	226	26	implementation	implementation	NOUN
easat-4153	226	27	of	of	ADP
easat-4153	226	28	secure	secure	ADJ
easat-4153	226	29	development	development	NOUN
easat-4153	226	30	practices	practice	NOUN
easat-4153	226	31	.	.	PUNCT
easat-4153	227	1	as	as	SCONJ
easat-4153	227	2	security	security	NOUN
easat-4153	227	3	is	be	AUX
easat-4153	227	4	as	as	ADV
easat-4153	227	5	much	much	ADJ
easat-4153	227	6	a	a	DET
easat-4153	227	7	cultural	cultural	ADJ
easat-4153	227	8	challenge	challenge	NOUN
easat-4153	227	9	as	as	ADP
easat-4153	227	10	a	a	DET
easat-4153	227	11	technical	technical	ADJ
easat-4153	227	12	one	one	NOUN
easat-4153	227	13	,	,	PUNCT
easat-4153	227	14	future	future	ADJ
easat-4153	227	15	works	work	NOUN
easat-4153	227	16	should	should	AUX
easat-4153	227	17	investigate	investigate	VERB
easat-4153	227	18	how	how	SCONJ
easat-4153	227	19	to	to	PART
easat-4153	227	20	foster	foster	VERB
easat-4153	227	21	a	a	DET
easat-4153	227	22	security	security	NOUN
easat-4153	227	23	-	-	PUNCT
easat-4153	227	24	first	first	ADJ
easat-4153	227	25	mindset	mindset	NOUN
easat-4153	227	26	across	across	ADP
easat-4153	227	27	development	development	NOUN
easat-4153	227	28	and	and	CCONJ
easat-4153	227	29	operations	operation	NOUN
easat-4153	227	30	teams	team	NOUN
easat-4153	227	31	.	.	PUNCT
easat-4153	228	1	this	this	PRON
easat-4153	228	2	includes	include	VERB
easat-4153	228	3	developing	develop	VERB
easat-4153	228	4	better	well	ADJ
easat-4153	228	5	training	training	NOUN
easat-4153	228	6	programs	program	NOUN
easat-4153	228	7	and	and	CCONJ
easat-4153	228	8	integrating	integrate	VERB
easat-4153	228	9	governance	governance	NOUN
easat-4153	228	10	models	model	NOUN
easat-4153	228	11	that	that	PRON
easat-4153	228	12	balance	balance	NOUN
easat-4153	228	13	innovation	innovation	NOUN
easat-4153	228	14	with	with	ADP
easat-4153	228	15	security	security	NOUN
easat-4153	228	16	.	.	PUNCT
easat-4153	229	1	400	400	NUM
easat-4153	229	2	edelweiss	edelweiss	PROPN
easat-4153	229	3	applied	apply	VERB
easat-4153	229	4	science	science	NOUN
easat-4153	229	5	and	and	CCONJ
easat-4153	229	6	technology	technology	NOUN
easat-4153	229	7	issn	issn	PROPN
easat-4153	229	8	:	:	PUNCT
easat-4153	229	9	2576	2576	NUM
easat-4153	229	10	-	-	SYM
easat-4153	229	11	8484	8484	NUM
easat-4153	229	12	vol	vol	NOUN
easat-4153	229	13	.	.	PROPN
easat-4153	230	1	9	9	NUM
easat-4153	230	2	,	,	PUNCT
easat-4153	230	3	no	no	INTJ
easat-4153	230	4	.	.	NOUN
easat-4153	230	5	1	1	NUM
easat-4153	230	6	:	:	PUNCT
easat-4153	230	7	393	393	NUM
easat-4153	230	8	-	-	SYM
easat-4153	230	9	402	402	NUM
easat-4153	230	10	,	,	PUNCT
easat-4153	230	11	2025	2025	NUM
easat-4153	230	12	doi	doi	NOUN
easat-4153	230	13	:	:	PUNCT
easat-4153	230	14	10.55214/25768484.v9i1.4153	10.55214/25768484.v9i1.4153	NUM
easat-4153	230	15	©	©	PROPN
easat-4153	230	16	2025	2025	NUM
easat-4153	230	17	by	by	ADP
easat-4153	230	18	the	the	DET
easat-4153	230	19	authors	author	NOUN
easat-4153	230	20	;	;	PUNCT
easat-4153	230	21	licensee	licensee	PROPN
easat-4153	230	22	learning	learning	NOUN
easat-4153	230	23	gate	gate	NOUN
easat-4153	230	24	8	8	NUM
easat-4153	230	25	.	.	PUNCT
easat-4153	231	1	conclusion	conclusion	NOUN
easat-4153	231	2	the	the	DET
easat-4153	231	3	increasing	increase	VERB
easat-4153	231	4	complexity	complexity	NOUN
easat-4153	231	5	of	of	ADP
easat-4153	231	6	modern	modern	ADJ
easat-4153	231	7	software	software	NOUN
easat-4153	231	8	systems	system	NOUN
easat-4153	231	9	and	and	CCONJ
easat-4153	231	10	the	the	DET
easat-4153	231	11	evolving	evolve	VERB
easat-4153	231	12	threat	threat	NOUN
easat-4153	231	13	landscape	landscape	NOUN
easat-4153	231	14	necessitate	necessitate	ADJ
easat-4153	231	15	a	a	DET
easat-4153	231	16	proactive	proactive	ADJ
easat-4153	231	17	approach	approach	NOUN
easat-4153	231	18	to	to	ADP
easat-4153	231	19	security	security	NOUN
easat-4153	231	20	throughout	throughout	ADP
easat-4153	231	21	the	the	DET
easat-4153	231	22	software	software	NOUN
easat-4153	231	23	development	development	NOUN
easat-4153	231	24	lifecycle	lifecycle	NOUN
easat-4153	231	25	.	.	PUNCT
easat-4153	232	1	this	this	DET
easat-4153	232	2	paper	paper	NOUN
easat-4153	232	3	has	have	AUX
easat-4153	232	4	explored	explore	VERB
easat-4153	232	5	several	several	ADJ
easat-4153	232	6	critical	critical	ADJ
easat-4153	232	7	aspects	aspect	NOUN
easat-4153	232	8	of	of	ADP
easat-4153	232	9	software	software	NOUN
easat-4153	232	10	security	security	NOUN
easat-4153	232	11	,	,	PUNCT
easat-4153	232	12	including	include	VERB
easat-4153	232	13	static	static	ADJ
easat-4153	232	14	code	code	NOUN
easat-4153	232	15	analysis	analysis	NOUN
easat-4153	232	16	,	,	PUNCT
easat-4153	232	17	container	container	NOUN
easat-4153	232	18	image	image	NOUN
easat-4153	232	19	scanning	scanning	NOUN
easat-4153	232	20	,	,	PUNCT
easat-4153	232	21	ci	ci	NOUN
easat-4153	232	22	/	/	SYM
easat-4153	232	23	cd	cd	NOUN
easat-4153	232	24	pipeline	pipeline	NOUN
easat-4153	232	25	security	security	NOUN
easat-4153	232	26	,	,	PUNCT
easat-4153	232	27	and	and	CCONJ
easat-4153	232	28	container	container	NOUN
easat-4153	232	29	platform	platform	NOUN
easat-4153	232	30	security	security	NOUN
easat-4153	232	31	.	.	PUNCT
easat-4153	233	1	together	together	ADV
easat-4153	233	2	,	,	PUNCT
easat-4153	233	3	these	these	DET
easat-4153	233	4	practices	practice	NOUN
easat-4153	233	5	form	form	VERB
easat-4153	233	6	a	a	DET
easat-4153	233	7	comprehensive	comprehensive	ADJ
easat-4153	233	8	framework	framework	NOUN
easat-4153	233	9	for	for	ADP
easat-4153	233	10	identifying	identify	VERB
easat-4153	233	11	and	and	CCONJ
easat-4153	233	12	mitigating	mitigate	VERB
easat-4153	233	13	vulnerabilities	vulnerability	NOUN
easat-4153	233	14	,	,	PUNCT
easat-4153	233	15	ensuring	ensure	VERB
easat-4153	233	16	the	the	DET
easat-4153	233	17	integrity	integrity	NOUN
easat-4153	233	18	of	of	ADP
easat-4153	233	19	applications	application	NOUN
easat-4153	233	20	,	,	PUNCT
easat-4153	233	21	and	and	CCONJ
easat-4153	233	22	safeguarding	safeguard	VERB
easat-4153	233	23	infrastructure	infrastructure	NOUN
easat-4153	233	24	.	.	PUNCT
easat-4153	234	1	static	static	PROPN
easat-4153	234	2	code	code	NOUN
easat-4153	234	3	analysis	analysis	NOUN
easat-4153	234	4	remains	remain	VERB
easat-4153	234	5	a	a	DET
easat-4153	234	6	foundational	foundational	ADJ
easat-4153	234	7	tool	tool	NOUN
easat-4153	234	8	for	for	ADP
easat-4153	234	9	identifying	identify	VERB
easat-4153	234	10	vulnerabilities	vulnerability	NOUN
easat-4153	234	11	in	in	ADP
easat-4153	234	12	non	non	ADJ
easat-4153	234	13	-	-	ADJ
easat-4153	234	14	executing	execute	VERB
easat-4153	234	15	source	source	NOUN
easat-4153	234	16	code	code	NOUN
easat-4153	234	17	.	.	PUNCT
easat-4153	235	1	while	while	SCONJ
easat-4153	235	2	current	current	ADJ
easat-4153	235	3	tools	tool	NOUN
easat-4153	235	4	offer	offer	VERB
easat-4153	235	5	great	great	ADJ
easat-4153	235	6	insights	insight	NOUN
easat-4153	235	7	,	,	PUNCT
easat-4153	235	8	challenges	challenge	NOUN
easat-4153	235	9	such	such	ADJ
easat-4153	235	10	as	as	ADP
easat-4153	235	11	false	false	ADJ
easat-4153	235	12	positives	positive	NOUN
easat-4153	235	13	and	and	CCONJ
easat-4153	235	14	limitations	limitation	NOUN
easat-4153	235	15	in	in	ADP
easat-4153	235	16	coverage	coverage	NOUN
easat-4153	235	17	highlight	highlight	VERB
easat-4153	235	18	the	the	DET
easat-4153	235	19	need	need	NOUN
easat-4153	235	20	for	for	ADP
easat-4153	235	21	enhanced	enhanced	ADJ
easat-4153	235	22	techniques	technique	NOUN
easat-4153	235	23	,	,	PUNCT
easat-4153	235	24	such	such	ADJ
easat-4153	235	25	as	as	ADP
easat-4153	235	26	the	the	DET
easat-4153	235	27	integration	integration	NOUN
easat-4153	235	28	of	of	ADP
easat-4153	235	29	machine	machine	NOUN
easat-4153	235	30	learning	learning	NOUN
easat-4153	235	31	.	.	PUNCT
easat-4153	236	1	similarly	similarly	ADV
easat-4153	236	2	,	,	PUNCT
easat-4153	236	3	container	container	NOUN
easat-4153	236	4	image	image	NOUN
easat-4153	236	5	scanning	scanning	NOUN
easat-4153	236	6	has	have	AUX
easat-4153	236	7	become	become	VERB
easat-4153	236	8	indispensable	indispensable	ADJ
easat-4153	236	9	for	for	ADP
easat-4153	236	10	securing	secure	VERB
easat-4153	236	11	containerized	containerized	ADJ
easat-4153	236	12	applications	application	NOUN
easat-4153	236	13	.	.	PUNCT
easat-4153	237	1	by	by	ADP
easat-4153	237	2	leveraging	leverage	VERB
easat-4153	237	3	tools	tool	NOUN
easat-4153	237	4	like	like	ADP
easat-4153	237	5	clair	clair	NOUN
easat-4153	237	6	and	and	CCONJ
easat-4153	237	7	trivy	trivy	NOUN
easat-4153	237	8	,	,	PUNCT
easat-4153	237	9	organizations	organization	NOUN
easat-4153	237	10	can	can	AUX
easat-4153	237	11	detect	detect	VERB
easat-4153	237	12	and	and	CCONJ
easat-4153	237	13	remediate	remediate	VERB
easat-4153	237	14	vulnerabilities	vulnerability	NOUN
easat-4153	237	15	in	in	ADP
easat-4153	237	16	their	their	PRON
easat-4153	237	17	container	container	NOUN
easat-4153	237	18	images	image	NOUN
easat-4153	237	19	before	before	SCONJ
easat-4153	237	20	they	they	PRON
easat-4153	237	21	reach	reach	VERB
easat-4153	237	22	production	production	NOUN
easat-4153	237	23	environments	environment	NOUN
easat-4153	237	24	,	,	PUNCT
easat-4153	237	25	reducing	reduce	VERB
easat-4153	237	26	their	their	PRON
easat-4153	237	27	overall	overall	ADJ
easat-4153	237	28	attack	attack	NOUN
easat-4153	237	29	surface	surface	NOUN
easat-4153	237	30	.	.	PUNCT
easat-4153	238	1	ci	ci	NOUN
easat-4153	238	2	/	/	SYM
easat-4153	238	3	cd	cd	NOUN
easat-4153	238	4	pipelines	pipeline	NOUN
easat-4153	238	5	,	,	PUNCT
easat-4153	238	6	an	an	DET
easat-4153	238	7	essential	essential	ADJ
easat-4153	238	8	component	component	NOUN
easat-4153	238	9	of	of	ADP
easat-4153	238	10	modern	modern	ADJ
easat-4153	238	11	devops	devop	NOUN
easat-4153	238	12	practices	practice	NOUN
easat-4153	238	13	,	,	PUNCT
easat-4153	238	14	represent	represent	VERB
easat-4153	238	15	both	both	CCONJ
easat-4153	238	16	a	a	DET
easat-4153	238	17	critical	critical	ADJ
easat-4153	238	18	enabler	enabler	NOUN
easat-4153	238	19	of	of	ADP
easat-4153	238	20	rapid	rapid	ADJ
easat-4153	238	21	software	software	NOUN
easat-4153	238	22	delivery	delivery	NOUN
easat-4153	238	23	and	and	CCONJ
easat-4153	238	24	a	a	DET
easat-4153	238	25	significant	significant	ADJ
easat-4153	238	26	vector	vector	NOUN
easat-4153	238	27	for	for	ADP
easat-4153	238	28	potential	potential	ADJ
easat-4153	238	29	security	security	NOUN
easat-4153	238	30	breaches	breach	NOUN
easat-4153	238	31	.	.	PUNCT
easat-4153	239	1	high	high	ADJ
easat-4153	239	2	-	-	PUNCT
easat-4153	239	3	profile	profile	NOUN
easat-4153	239	4	attacks	attack	NOUN
easat-4153	239	5	,	,	PUNCT
easat-4153	239	6	such	such	ADJ
easat-4153	239	7	as	as	ADP
easat-4153	239	8	the	the	DET
easat-4153	239	9	solarwinds	solarwind	NOUN
easat-4153	239	10	and	and	CCONJ
easat-4153	239	11	codecov	codecov	NOUN
easat-4153	239	12	incidents	incident	NOUN
easat-4153	239	13	,	,	PUNCT
easat-4153	239	14	highlight	highlight	VERB
easat-4153	239	15	the	the	DET
easat-4153	239	16	importance	importance	NOUN
easat-4153	239	17	of	of	ADP
easat-4153	239	18	securing	secure	VERB
easat-4153	239	19	every	every	DET
easat-4153	239	20	component	component	NOUN
easat-4153	239	21	of	of	ADP
easat-4153	239	22	these	these	DET
easat-4153	239	23	pipelines	pipeline	NOUN
easat-4153	239	24	.	.	PUNCT
easat-4153	240	1	from	from	ADP
easat-4153	240	2	integrating	integrate	VERB
easat-4153	240	3	automated	automate	VERB
easat-4153	240	4	security	security	NOUN
easat-4153	240	5	checks	check	NOUN
easat-4153	240	6	to	to	ADP
easat-4153	240	7	implementing	implement	VERB
easat-4153	240	8	robust	robust	ADJ
easat-4153	240	9	governance	governance	NOUN
easat-4153	240	10	frameworks	framework	NOUN
easat-4153	240	11	,	,	PUNCT
easat-4153	240	12	organizations	organization	NOUN
easat-4153	240	13	must	must	AUX
easat-4153	240	14	ensure	ensure	VERB
easat-4153	240	15	that	that	SCONJ
easat-4153	240	16	ci	ci	PROPN
easat-4153	240	17	/	/	SYM
easat-4153	240	18	cd	cd	PROPN
easat-4153	240	19	pipelines	pipeline	NOUN
easat-4153	240	20	remain	remain	VERB
easat-4153	240	21	a	a	DET
easat-4153	240	22	strength	strength	NOUN
easat-4153	240	23	rather	rather	ADV
easat-4153	240	24	than	than	ADP
easat-4153	240	25	a	a	DET
easat-4153	240	26	liability	liability	NOUN
easat-4153	240	27	.	.	PUNCT
easat-4153	241	1	finally	finally	ADV
easat-4153	241	2	,	,	PUNCT
easat-4153	241	3	securing	secure	VERB
easat-4153	241	4	container	container	NOUN
easat-4153	241	5	platforms	platform	NOUN
easat-4153	241	6	like	like	ADP
easat-4153	241	7	docker	docker	PROPN
easat-4153	241	8	and	and	CCONJ
easat-4153	241	9	kubernetes	kubernete	NOUN
easat-4153	241	10	is	be	AUX
easat-4153	241	11	vital	vital	ADJ
easat-4153	241	12	for	for	ADP
easat-4153	241	13	maintaining	maintain	VERB
easat-4153	241	14	application	application	NOUN
easat-4153	241	15	and	and	CCONJ
easat-4153	241	16	infrastructure	infrastructure	NOUN
easat-4153	241	17	integrity	integrity	NOUN
easat-4153	241	18	.	.	PUNCT
easat-4153	242	1	privilege	privilege	NOUN
easat-4153	242	2	management	management	NOUN
easat-4153	242	3	,	,	PUNCT
easat-4153	242	4	network	network	NOUN
easat-4153	242	5	policy	policy	NOUN
easat-4153	242	6	enforcement	enforcement	NOUN
easat-4153	242	7	,	,	PUNCT
easat-4153	242	8	and	and	CCONJ
easat-4153	242	9	realtime	realtime	NOUN
easat-4153	242	10	monitoring	monitoring	NOUN
easat-4153	242	11	are	be	AUX
easat-4153	242	12	essential	essential	ADJ
easat-4153	242	13	to	to	ADP
easat-4153	242	14	mitigating	mitigate	VERB
easat-4153	242	15	risks	risk	NOUN
easat-4153	242	16	in	in	ADP
easat-4153	242	17	dynamic	dynamic	ADJ
easat-4153	242	18	and	and	CCONJ
easat-4153	242	19	distributed	distributed	ADJ
easat-4153	242	20	environments	environment	NOUN
easat-4153	242	21	.	.	PUNCT
easat-4153	243	1	tools	tool	NOUN
easat-4153	243	2	like	like	ADP
easat-4153	243	3	kube	kube	NOUN
easat-4153	243	4	-	-	PUNCT
easat-4153	243	5	bench	bench	NOUN
easat-4153	243	6	,	,	PUNCT
easat-4153	243	7	falco	falco	PROPN
easat-4153	243	8	,	,	PUNCT
easat-4153	243	9	and	and	CCONJ
easat-4153	243	10	open	open	ADJ
easat-4153	243	11	policy	policy	NOUN
easat-4153	243	12	agent	agent	NOUN
easat-4153	243	13	provide	provide	VERB
easat-4153	243	14	organizations	organization	NOUN
easat-4153	243	15	with	with	ADP
easat-4153	243	16	the	the	DET
easat-4153	243	17	means	mean	NOUN
easat-4153	243	18	to	to	PART
easat-4153	243	19	enforce	enforce	VERB
easat-4153	243	20	compliance	compliance	NOUN
easat-4153	243	21	and	and	CCONJ
easat-4153	243	22	detect	detect	NOUN
easat-4153	243	23	threats	threat	NOUN
easat-4153	243	24	,	,	PUNCT
easat-4153	243	25	ensuring	ensure	VERB
easat-4153	243	26	robust	robust	ADJ
easat-4153	243	27	container	container	NOUN
easat-4153	243	28	orchestration	orchestration	NOUN
easat-4153	243	29	security	security	NOUN
easat-4153	243	30	.	.	PUNCT
easat-4153	244	1	despite	despite	SCONJ
easat-4153	244	2	significant	significant	ADJ
easat-4153	244	3	advancements	advancement	NOUN
easat-4153	244	4	in	in	ADP
easat-4153	244	5	software	software	NOUN
easat-4153	244	6	security	security	NOUN
easat-4153	244	7	practices	practice	NOUN
easat-4153	244	8	and	and	CCONJ
easat-4153	244	9	tools	tool	NOUN
easat-4153	244	10	,	,	PUNCT
easat-4153	244	11	the	the	DET
easat-4153	244	12	ever	ever	ADV
easat-4153	244	13	-	-	PUNCT
easat-4153	244	14	changing	change	VERB
easat-4153	244	15	nature	nature	NOUN
easat-4153	244	16	of	of	ADP
easat-4153	244	17	vulnerabilities	vulnerability	NOUN
easat-4153	244	18	and	and	CCONJ
easat-4153	244	19	attack	attack	NOUN
easat-4153	244	20	vectors	vector	NOUN
easat-4153	244	21	demands	demand	VERB
easat-4153	244	22	continued	continued	ADJ
easat-4153	244	23	caution	caution	NOUN
easat-4153	244	24	and	and	CCONJ
easat-4153	244	25	innovation	innovation	NOUN
easat-4153	244	26	.	.	PUNCT
easat-4153	245	1	as	as	SCONJ
easat-4153	245	2	highlighted	highlight	VERB
easat-4153	245	3	in	in	ADP
easat-4153	245	4	this	this	DET
easat-4153	245	5	paper	paper	NOUN
easat-4153	245	6	,	,	PUNCT
easat-4153	245	7	integrating	integrate	VERB
easat-4153	245	8	security	security	NOUN
easat-4153	245	9	into	into	ADP
easat-4153	245	10	every	every	DET
easat-4153	245	11	stage	stage	NOUN
easat-4153	245	12	of	of	ADP
easat-4153	245	13	the	the	DET
easat-4153	245	14	software	software	NOUN
easat-4153	245	15	lifecycle	lifecycle	NOUN
easat-4153	245	16	,	,	PUNCT
easat-4153	245	17	combined	combine	VERB
easat-4153	245	18	with	with	ADP
easat-4153	245	19	tailored	tailor	VERB
easat-4153	245	20	solutions	solution	NOUN
easat-4153	245	21	and	and	CCONJ
easat-4153	245	22	ongoing	ongoing	ADJ
easat-4153	245	23	research	research	NOUN
easat-4153	245	24	,	,	PUNCT
easat-4153	245	25	is	be	AUX
easat-4153	245	26	essential	essential	ADJ
easat-4153	245	27	for	for	ADP
easat-4153	245	28	addressing	address	VERB
easat-4153	245	29	current	current	ADJ
easat-4153	245	30	challenges	challenge	NOUN
easat-4153	245	31	and	and	CCONJ
easat-4153	245	32	preparing	prepare	VERB
easat-4153	245	33	for	for	ADP
easat-4153	245	34	future	future	ADJ
easat-4153	245	35	threats	threat	NOUN
easat-4153	245	36	.	.	PUNCT
easat-4153	246	1	transparency	transparency	NOUN
easat-4153	246	2	:	:	PUNCT
easat-4153	246	3	the	the	DET
easat-4153	246	4	authors	author	NOUN
easat-4153	246	5	confirm	confirm	VERB
easat-4153	246	6	that	that	SCONJ
easat-4153	246	7	the	the	DET
easat-4153	246	8	manuscript	manuscript	NOUN
easat-4153	246	9	is	be	AUX
easat-4153	246	10	an	an	DET
easat-4153	246	11	honest	honest	ADJ
easat-4153	246	12	,	,	PUNCT
easat-4153	246	13	accurate	accurate	ADJ
easat-4153	246	14	,	,	PUNCT
easat-4153	246	15	and	and	CCONJ
easat-4153	246	16	transparent	transparent	ADJ
easat-4153	246	17	account	account	NOUN
easat-4153	246	18	of	of	ADP
easat-4153	246	19	the	the	DET
easat-4153	246	20	study	study	NOUN
easat-4153	246	21	;	;	PUNCT
easat-4153	246	22	that	that	SCONJ
easat-4153	246	23	no	no	DET
easat-4153	246	24	vital	vital	ADJ
easat-4153	246	25	features	feature	NOUN
easat-4153	246	26	of	of	ADP
easat-4153	246	27	the	the	DET
easat-4153	246	28	study	study	NOUN
easat-4153	246	29	have	have	AUX
easat-4153	246	30	been	be	AUX
easat-4153	246	31	omitted	omit	VERB
easat-4153	246	32	;	;	PUNCT
easat-4153	246	33	and	and	CCONJ
easat-4153	246	34	that	that	SCONJ
easat-4153	246	35	any	any	DET
easat-4153	246	36	discrepancies	discrepancy	NOUN
easat-4153	246	37	from	from	ADP
easat-4153	246	38	the	the	DET
easat-4153	246	39	study	study	NOUN
easat-4153	246	40	as	as	SCONJ
easat-4153	246	41	planned	plan	VERB
easat-4153	246	42	have	have	AUX
easat-4153	246	43	been	be	AUX
easat-4153	246	44	explained	explain	VERB
easat-4153	246	45	.	.	PUNCT
easat-4153	247	1	this	this	DET
easat-4153	247	2	study	study	NOUN
easat-4153	247	3	followed	follow	VERB
easat-4153	247	4	all	all	DET
easat-4153	247	5	ethical	ethical	ADJ
easat-4153	247	6	practices	practice	NOUN
easat-4153	247	7	during	during	ADP
easat-4153	247	8	writing	writing	NOUN
easat-4153	247	9	.	.	PUNCT
easat-4153	247	10	'	'	PUNCT
easat-4153	248	1	copyright	copyright	NOUN
easat-4153	248	2	:	:	PUNCT
easat-4153	248	3	©	©	PROPN
easat-4153	248	4	2025	2025	NUM
easat-4153	248	5	by	by	ADP
easat-4153	248	6	the	the	DET
easat-4153	248	7	authors	author	NOUN
easat-4153	248	8	.	.	PUNCT
easat-4153	249	1	this	this	DET
easat-4153	249	2	open	open	ADJ
easat-4153	249	3	-	-	PUNCT
easat-4153	249	4	access	access	NOUN
easat-4153	249	5	article	article	NOUN
easat-4153	249	6	is	be	AUX
easat-4153	249	7	distributed	distribute	VERB
easat-4153	249	8	under	under	ADP
easat-4153	249	9	the	the	DET
easat-4153	249	10	terms	term	NOUN
easat-4153	249	11	and	and	CCONJ
easat-4153	249	12	conditions	condition	NOUN
easat-4153	249	13	of	of	ADP
easat-4153	249	14	the	the	DET
easat-4153	249	15	creative	creative	ADJ
easat-4153	249	16	commons	common	NOUN
easat-4153	249	17	attribution	attribution	NOUN
easat-4153	249	18	(	(	PUNCT
easat-4153	249	19	cc	cc	NOUN
easat-4153	249	20	by	by	ADP
easat-4153	249	21	)	)	PUNCT
easat-4153	249	22	license	license	NOUN
easat-4153	249	23	(	(	PUNCT
easat-4153	249	24	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-4153	249	25	)	)	PUNCT
easat-4153	249	26	.	.	PUNCT
easat-4153	250	1	references	reference	NOUN
easat-4153	250	2	[	[	X
easat-4153	250	3	1	1	NUM
easat-4153	250	4	]	]	X
easat-4153	250	5	g.	g.	PROPN
easat-4153	250	6	a.	a.	PROPN
easat-4153	250	7	ruiz	ruiz	PROPN
easat-4153	250	8	,	,	PUNCT
easat-4153	250	9	s.	s.	PROPN
easat-4153	250	10	robledo	robledo	PROPN
easat-4153	250	11	,	,	PUNCT
easat-4153	250	12	and	and	CCONJ
easat-4153	250	13	h.	h.	PROPN
easat-4153	250	14	h.	h.	PROPN
easat-4153	250	15	morales	morales	PROPN
easat-4153	250	16	,	,	PUNCT
easat-4153	250	17	"	"	PUNCT
easat-4153	250	18	static	static	ADJ
easat-4153	250	19	code	code	NOUN
easat-4153	250	20	analysis	analysis	NOUN
easat-4153	250	21	:	:	PUNCT
easat-4153	250	22	a	a	DET
easat-4153	250	23	tree	tree	NOUN
easat-4153	250	24	of	of	ADP
easat-4153	250	25	science	science	NOUN
easat-4153	250	26	review	review	NOUN
easat-4153	250	27	,	,	PUNCT
easat-4153	250	28	"	"	PUNCT
easat-4153	250	29	entre	entre	PROPN
easat-4153	250	30	ciencia	ciencia	PROPN
easat-4153	250	31	e	e	PROPN
easat-4153	250	32	ingeniería	ingeniería	PROPN
easat-4153	250	33	,	,	PUNCT
easat-4153	250	34	vol	vol	NOUN
easat-4153	250	35	.	.	PROPN
easat-4153	250	36	17	17	NUM
easat-4153	250	37	,	,	PUNCT
easat-4153	250	38	no	no	INTJ
easat-4153	250	39	.	.	NOUN
easat-4153	250	40	34	34	NUM
easat-4153	250	41	,	,	PUNCT
easat-4153	250	42	pp	pp	ADJ
easat-4153	250	43	.	.	PUNCT
easat-4153	251	1	9	9	NUM
easat-4153	251	2	-	-	SYM
easat-4153	251	3	14	14	NUM
easat-4153	251	4	,	,	PUNCT
easat-4153	251	5	2023	2023	NUM
easat-4153	251	6	.	.	PUNCT
easat-4153	251	7	https://doi.org/10.31908/19098367.2846	https://doi.org/10.31908/19098367.2846	NOUN
easat-4153	252	1	[	[	X
easat-4153	252	2	2	2	X
easat-4153	252	3	]	]	PUNCT
easat-4153	252	4	s.	s.	PROPN
easat-4153	252	5	lipp	lipp	PROPN
easat-4153	252	6	,	,	PUNCT
easat-4153	252	7	s.	s.	PROPN
easat-4153	252	8	banescu	banescu	PROPN
easat-4153	252	9	,	,	PUNCT
easat-4153	252	10	and	and	CCONJ
easat-4153	252	11	a.	a.	NOUN
easat-4153	252	12	pretschner	pretschner	NOUN
easat-4153	252	13	,	,	PUNCT
easat-4153	252	14	"	"	PUNCT
easat-4153	252	15	an	an	DET
easat-4153	252	16	empirical	empirical	ADJ
easat-4153	252	17	study	study	NOUN
easat-4153	252	18	on	on	ADP
easat-4153	252	19	the	the	DET
easat-4153	252	20	effectiveness	effectiveness	NOUN
easat-4153	252	21	of	of	ADP
easat-4153	252	22	static	static	PROPN
easat-4153	252	23	c	c	PROPN
easat-4153	252	24	code	code	NOUN
easat-4153	252	25	analyzers	analyzer	NOUN
easat-4153	252	26	for	for	ADP
easat-4153	252	27	vulnerability	vulnerability	NOUN
easat-4153	252	28	detection	detection	NOUN
easat-4153	252	29	,	,	PUNCT
easat-4153	252	30	"	"	PUNCT
easat-4153	252	31	in	in	ADP
easat-4153	252	32	in	in	ADP
easat-4153	252	33	proceedings	proceeding	NOUN
easat-4153	252	34	of	of	ADP
easat-4153	252	35	the	the	DET
easat-4153	252	36	31st	31st	PROPN
easat-4153	252	37	acm	acm	PROPN
easat-4153	252	38	sigsoft	sigsoft	PROPN
easat-4153	252	39	international	international	PROPN
easat-4153	252	40	symposium	symposium	NOUN
easat-4153	252	41	on	on	ADP
easat-4153	252	42	software	software	NOUN
easat-4153	252	43	testing	testing	NOUN
easat-4153	252	44	and	and	CCONJ
easat-4153	252	45	analysis	analysis	NOUN
easat-4153	252	46	(	(	PUNCT
easat-4153	252	47	pp	pp	ADJ
easat-4153	252	48	.	.	PUNCT
easat-4153	253	1	544	544	NUM
easat-4153	253	2	-	-	SYM
easat-4153	253	3	555	555	NUM
easat-4153	253	4	)	)	PUNCT
easat-4153	253	5	,	,	PUNCT
easat-4153	253	6	2022	2022	NUM
easat-4153	253	7	.	.	PUNCT
easat-4153	254	1	[	[	X
easat-4153	254	2	3	3	X
easat-4153	254	3	]	]	PUNCT
easat-4153	254	4	m.	m.	NOUN
easat-4153	254	5	alqaradaghi	alqaradaghi	PROPN
easat-4153	254	6	and	and	CCONJ
easat-4153	254	7	t.	t.	PROPN
easat-4153	254	8	kozsik	kozsik	PROPN
easat-4153	254	9	,	,	PUNCT
easat-4153	254	10	"	"	PUNCT
easat-4153	254	11	comprehensive	comprehensive	ADJ
easat-4153	254	12	evaluation	evaluation	NOUN
easat-4153	254	13	of	of	ADP
easat-4153	254	14	static	static	ADJ
easat-4153	254	15	analysis	analysis	NOUN
easat-4153	254	16	tools	tool	NOUN
easat-4153	254	17	for	for	ADP
easat-4153	254	18	their	their	PRON
easat-4153	254	19	performance	performance	NOUN
easat-4153	254	20	in	in	ADP
easat-4153	254	21	finding	find	VERB
easat-4153	254	22	vulnerabilities	vulnerability	NOUN
easat-4153	254	23	in	in	ADP
easat-4153	254	24	java	java	PROPN
easat-4153	254	25	code	code	PROPN
easat-4153	254	26	,	,	PUNCT
easat-4153	254	27	"	"	PUNCT
easat-4153	254	28	ieee	ieee	NOUN
easat-4153	254	29	access	access	NOUN
easat-4153	254	30	,	,	PUNCT
easat-4153	254	31	vol	vol	NOUN
easat-4153	254	32	.	.	PROPN
easat-4153	254	33	12	12	NUM
easat-4153	254	34	,	,	PUNCT
easat-4153	254	35	pp	pp	ADJ
easat-4153	254	36	.	.	PUNCT
easat-4153	254	37	55824–55842	55824–55842	NUM
easat-4153	254	38	,	,	PUNCT
easat-4153	254	39	2024	2024	NUM
easat-4153	254	40	.	.	PUNCT
easat-4153	255	1	https://doi.org/10.1109/access.2024.3389955	https://doi.org/10.1109/access.2024.3389955	NOUN
easat-4153	256	1	[	[	X
easat-4153	256	2	4	4	NUM
easat-4153	256	3	]	]	PUNCT
easat-4153	256	4	z.	z.	PROPN
easat-4153	256	5	pan	pan	PROPN
easat-4153	256	6	,	,	PUNCT
easat-4153	256	7	"	"	PUNCT
easat-4153	256	8	ambush	ambush	NOUN
easat-4153	256	9	from	from	ADP
easat-4153	256	10	all	all	DET
easat-4153	256	11	sides	side	NOUN
easat-4153	256	12	:	:	PUNCT
easat-4153	256	13	understanding	understand	VERB
easat-4153	256	14	security	security	NOUN
easat-4153	256	15	threats	threat	NOUN
easat-4153	256	16	in	in	ADP
easat-4153	256	17	open	open	ADJ
easat-4153	256	18	-	-	PUNCT
easat-4153	256	19	source	source	NOUN
easat-4153	256	20	software	software	NOUN
easat-4153	256	21	ci	ci	PROPN
easat-4153	256	22	/	/	SYM
easat-4153	256	23	cd	cd	NOUN
easat-4153	256	24	pipelines	pipeline	NOUN
easat-4153	256	25	,	,	PUNCT
easat-4153	256	26	"	"	PUNCT
easat-4153	256	27	ieee	ieee	NOUN
easat-4153	256	28	transactions	transaction	NOUN
easat-4153	256	29	on	on	ADP
easat-4153	256	30	dependable	dependable	ADJ
easat-4153	256	31	and	and	CCONJ
easat-4153	256	32	secure	secure	ADJ
easat-4153	256	33	computing	computing	NOUN
easat-4153	256	34	,	,	PUNCT
easat-4153	256	35	vol	vol	NOUN
easat-4153	256	36	.	.	PROPN
easat-4153	256	37	21	21	NUM
easat-4153	256	38	,	,	PUNCT
easat-4153	256	39	no	no	INTJ
easat-4153	256	40	.	.	NOUN
easat-4153	256	41	1	1	NUM
easat-4153	256	42	,	,	PUNCT
easat-4153	256	43	pp	pp	ADJ
easat-4153	256	44	.	.	PUNCT
easat-4153	257	1	403–418	403–418	NUM
easat-4153	257	2	,	,	PUNCT
easat-4153	257	3	2024	2024	NUM
easat-4153	257	4	.	.	PUNCT
easat-4153	258	1	https://doi.org/10.1109/tdsc.2023.3253572	https://doi.org/10.1109/tdsc.2023.3253572	NOUN
easat-4153	258	2	[	[	X
easat-4153	258	3	5	5	NUM
easat-4153	258	4	]	]	PUNCT
easat-4153	258	5	c.	c.	PROPN
easat-4153	258	6	paule	paule	PROPN
easat-4153	258	7	,	,	PUNCT
easat-4153	258	8	t.	t.	PROPN
easat-4153	258	9	f.	f.	PROPN
easat-4153	258	10	dullmann	dullmann	PROPN
easat-4153	258	11	,	,	PUNCT
easat-4153	258	12	and	and	CCONJ
easat-4153	258	13	a.	a.	PROPN
easat-4153	258	14	van	van	PROPN
easat-4153	258	15	hoorn	hoorn	PROPN
easat-4153	258	16	,	,	PUNCT
easat-4153	258	17	"	"	PUNCT
easat-4153	258	18	vulnerabilities	vulnerability	NOUN
easat-4153	258	19	in	in	ADP
easat-4153	258	20	continuous	continuous	ADJ
easat-4153	258	21	delivery	delivery	NOUN
easat-4153	258	22	pipelines	pipeline	NOUN
easat-4153	258	23	?	?	PUNCT
easat-4153	259	1	a	a	DET
easat-4153	259	2	case	case	NOUN
easat-4153	259	3	study	study	NOUN
easat-4153	259	4	,	,	PUNCT
easat-4153	259	5	"	"	PUNCT
easat-4153	259	6	presented	present	VERB
easat-4153	259	7	at	at	ADP
easat-4153	259	8	the	the	DET
easat-4153	259	9	ieee	ieee	NOUN
easat-4153	259	10	international	international	PROPN
easat-4153	259	11	conference	conference	NOUN
easat-4153	259	12	on	on	ADP
easat-4153	259	13	software	software	NOUN
easat-4153	259	14	architecture	architecture	NOUN
easat-4153	259	15	companion	companion	NOUN
easat-4153	259	16	(	(	PUNCT
easat-4153	259	17	icsa	icsa	VERB
easat-4153	259	18	-	-	PUNCT
easat-4153	259	19	c	c	NOUN
easat-4153	259	20	)	)	PUNCT
easat-4153	259	21	.	.	PUNCT
easat-4153	260	1	ieee	ieee	PROPN
easat-4153	260	2	,	,	PUNCT
easat-4153	260	3	pp	pp	ADP
easat-4153	260	4	.	.	PUNCT
easat-4153	261	1	102–108	102–108	NUM
easat-4153	261	2	,	,	PUNCT
easat-4153	261	3	2019	2019	NUM
easat-4153	261	4	.	.	PUNCT
easat-4153	262	1	https://doi.org/10.1109/icsa-c.2019.00026	https://doi.org/10.1109/icsa-c.2019.00026	PROPN
easat-4153	262	2	,	,	PUNCT
easat-4153	262	3	2019	2019	NUM
easat-4153	262	4	.	.	PUNCT
easat-4153	263	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-4153	263	2	https://doi.org/10.31908/19098367.2846	https://doi.org/10.31908/19098367.2846	NOUN
easat-4153	263	3	https://doi.org/10.1109/access.2024.3389955	https://doi.org/10.1109/access.2024.3389955	PROPN
easat-4153	263	4	https://doi.org/10.1109/tdsc.2023.3253572	https://doi.org/10.1109/tdsc.2023.3253572	PROPN
easat-4153	263	5	https://doi.org/10.1109/icsa-c.2019.00026	https://doi.org/10.1109/icsa-c.2019.00026	PROPN
easat-4153	263	6	401	401	NUM
easat-4153	263	7	edelweiss	edelweiss	PROPN
easat-4153	263	8	applied	apply	VERB
easat-4153	263	9	science	science	NOUN
easat-4153	263	10	and	and	CCONJ
easat-4153	263	11	technology	technology	NOUN
easat-4153	263	12	issn	issn	PROPN
easat-4153	263	13	:	:	PUNCT
easat-4153	263	14	2576	2576	NUM
easat-4153	263	15	-	-	SYM
easat-4153	263	16	8484	8484	NUM
easat-4153	263	17	vol	vol	NOUN
easat-4153	263	18	.	.	PROPN
easat-4153	264	1	9	9	NUM
easat-4153	264	2	,	,	PUNCT
easat-4153	264	3	no	no	INTJ
easat-4153	264	4	.	.	NOUN
easat-4153	264	5	1	1	NUM
easat-4153	264	6	:	:	PUNCT
easat-4153	264	7	393	393	NUM
easat-4153	264	8	-	-	SYM
easat-4153	264	9	402	402	NUM
easat-4153	264	10	,	,	PUNCT
easat-4153	264	11	2025	2025	NUM
easat-4153	264	12	doi	doi	NOUN
easat-4153	264	13	:	:	PUNCT
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easat-4153	264	15	©	©	PROPN
easat-4153	264	16	2025	2025	NUM
easat-4153	264	17	by	by	ADP
easat-4153	264	18	the	the	DET
easat-4153	264	19	authors	author	NOUN
easat-4153	264	20	;	;	PUNCT
easat-4153	264	21	licensee	licensee	PROPN
easat-4153	264	22	learning	learning	NOUN
easat-4153	264	23	gate	gate	NOUN
easat-4153	265	1	[	[	X
easat-4153	265	2	6	6	NUM
easat-4153	265	3	]	]	PUNCT
easat-4153	265	4	h.	h.	PROPN
easat-4153	265	5	ho	ho	PROPN
easat-4153	265	6	-	-	PUNCT
easat-4153	265	7	dac	dac	NOUN
easat-4153	265	8	and	and	CCONJ
easat-4153	265	9	v.-l	v.-l	NOUN
easat-4153	265	10	.	.	PUNCT
easat-4153	266	1	vo	vo	NOUN
easat-4153	266	2	,	,	PUNCT
easat-4153	266	3	"	"	PUNCT
easat-4153	266	4	an	an	DET
easat-4153	266	5	approach	approach	NOUN
easat-4153	266	6	to	to	PART
easat-4153	266	7	enhance	enhance	VERB
easat-4153	266	8	ci	ci	PROPN
easat-4153	266	9	/	/	SYM
easat-4153	266	10	cd	cd	NOUN
easat-4153	266	11	pipeline	pipeline	NOUN
easat-4153	266	12	with	with	ADP
easat-4153	266	13	open	open	ADJ
easat-4153	266	14	-	-	PUNCT
easat-4153	266	15	source	source	NOUN
easat-4153	266	16	security	security	NOUN
easat-4153	266	17	tools	tool	NOUN
easat-4153	266	18	,	,	PUNCT
easat-4153	266	19	"	"	PUNCT
easat-4153	266	20	european	european	ADJ
easat-4153	266	21	modern	modern	ADJ
easat-4153	266	22	studies	study	NOUN
easat-4153	266	23	journal	journal	NOUN
easat-4153	266	24	,	,	PUNCT
easat-4153	266	25	vol	vol	NOUN
easat-4153	266	26	.	.	PROPN
easat-4153	266	27	8	8	NUM
easat-4153	266	28	,	,	PUNCT
easat-4153	266	29	no	no	INTJ
easat-4153	266	30	.	.	NOUN
easat-4153	266	31	3	3	NUM
easat-4153	266	32	,	,	PUNCT
easat-4153	266	33	pp	pp	ADJ
easat-4153	266	34	.	.	PUNCT
easat-4153	267	1	408–413	408–413	NUM
easat-4153	267	2	,	,	PUNCT
easat-4153	267	3	2024	2024	NUM
easat-4153	267	4	.	.	PUNCT
easat-4153	268	1	https://doi.org/10.59573/emsj.8(3).2024.30	https://doi.org/10.59573/emsj.8(3).2024.30	PROPN
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easat-4153	269	2	7	7	NUM
easat-4153	269	3	]	]	PUNCT
easat-4153	269	4	m.	m.	NOUN
easat-4153	269	5	marandi	marandi	PROPN
easat-4153	269	6	,	,	PUNCT
easat-4153	269	7	a.	a.	NOUN
easat-4153	269	8	bertia	bertia	PROPN
easat-4153	269	9	,	,	PUNCT
easat-4153	269	10	and	and	CCONJ
easat-4153	269	11	s.	s.	PROPN
easat-4153	269	12	silas	silas	PROPN
easat-4153	269	13	,	,	PUNCT
easat-4153	269	14	"	"	PUNCT
easat-4153	269	15	implementing	implement	VERB
easat-4153	269	16	and	and	CCONJ
easat-4153	269	17	automating	automate	VERB
easat-4153	269	18	security	security	NOUN
easat-4153	269	19	scanning	scan	VERB
easat-4153	269	20	to	to	ADP
easat-4153	269	21	a	a	DET
easat-4153	269	22	devsecops	devsecop	NOUN
easat-4153	269	23	ci	ci	PROPN
easat-4153	269	24	/	/	SYM
easat-4153	269	25	cd	cd	NOUN
easat-4153	269	26	pipeline	pipeline	NOUN
easat-4153	269	27	,	,	PUNCT
easat-4153	269	28	"	"	PUNCT
easat-4153	269	29	presented	present	VERB
easat-4153	269	30	at	at	ADP
easat-4153	269	31	the	the	DET
easat-4153	269	32	world	world	NOUN
easat-4153	269	33	conference	conference	NOUN
easat-4153	269	34	on	on	ADP
easat-4153	269	35	communication	communication	NOUN
easat-4153	269	36	&	&	CCONJ
easat-4153	269	37	amp	amp	PROPN
easat-4153	269	38	;	;	PUNCT
easat-4153	269	39	computing	computing	NOUN
easat-4153	269	40	(	(	PUNCT
easat-4153	269	41	wconf	wconf	PROPN
easat-4153	269	42	)	)	PUNCT
easat-4153	269	43	.	.	PUNCT
easat-4153	270	1	ieee	ieee	NOUN
easat-4153	270	2	,	,	PUNCT
easat-4153	270	3	2023	2023	NUM
easat-4153	270	4	.	.	PUNCT
easat-4153	271	1	https://doi.org/10.1109/wconf58270.2023.10235015	https://doi.org/10.1109/wconf58270.2023.10235015	PROPN
easat-4153	271	2	,	,	PUNCT
easat-4153	271	3	2023	2023	NUM
easat-4153	271	4	.	.	PUNCT
easat-4153	272	1	[	[	X
easat-4153	272	2	8	8	NUM
easat-4153	272	3	]	]	X
easat-4153	272	4	v.	v.	CCONJ
easat-4153	272	5	dakic	dakic	PROPN
easat-4153	272	6	,	,	PUNCT
easat-4153	272	7	j.	j.	PROPN
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easat-4153	272	9	,	,	PUNCT
easat-4153	272	10	and	and	CCONJ
easat-4153	272	11	m.	m.	NOUN
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easat-4153	272	13	,	,	PUNCT
easat-4153	272	14	"	"	PUNCT
easat-4153	272	15	"	"	PUNCT
easat-4153	272	16	ci	ci	PROPN
easat-4153	272	17	/	/	SYM
easat-4153	272	18	cd	cd	PROPN
easat-4153	272	19	toolset	toolset	NOUN
easat-4153	272	20	security	security	NOUN
easat-4153	272	21	,	,	PUNCT
easat-4153	272	22	"	"	PUNCT
easat-4153	272	23	in	in	ADP
easat-4153	272	24	daaam	daaam	PROPN
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easat-4153	272	26	.	.	PUNCT
easat-4153	273	1	daaam	daaam	PROPN
easat-4153	273	2	international	international	PROPN
easat-4153	273	3	vienna	vienna	PROPN
easat-4153	273	4	,	,	PUNCT
easat-4153	273	5	pp	pp	ADP
easat-4153	273	6	.	.	PUNCT
easat-4153	273	7	0161–0164	0161–0164	NOUN
easat-4153	273	8	,	,	PUNCT
easat-4153	273	9	2022	2022	NUM
easat-4153	273	10	.	.	PUNCT
easat-4153	274	1	https://doi.org/10.2507/33rd.daaam.proceedings.022	https://doi.org/10.2507/33rd.daaam.proceedings.022	NOUN
easat-4153	274	2	,	,	PUNCT
easat-4153	274	3	2022	2022	NUM
easat-4153	274	4	.	.	PUNCT
easat-4153	275	1	[	[	X
easat-4153	275	2	9	9	NUM
easat-4153	275	3	]	]	X
easat-4153	275	4	v.	v.	CCONJ
easat-4153	275	5	dakic	dakic	PROPN
easat-4153	275	6	,	,	PUNCT
easat-4153	275	7	k.	k.	PROPN
easat-4153	275	8	jakobovic	jakobovic	PROPN
easat-4153	275	9	,	,	PUNCT
easat-4153	275	10	and	and	CCONJ
easat-4153	275	11	l.	l.	PROPN
easat-4153	275	12	zgrablic	zgrablic	PROPN
easat-4153	275	13	,	,	PUNCT
easat-4153	275	14	"	"	PUNCT
easat-4153	275	15	linux	linux	PROPN
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easat-4153	275	17	in	in	ADP
easat-4153	275	18	physical	physical	ADJ
easat-4153	275	19	,	,	PUNCT
easat-4153	275	20	virtual	virtual	ADJ
easat-4153	275	21	,	,	PUNCT
easat-4153	275	22	and	and	CCONJ
easat-4153	275	23	cloud	cloud	ADJ
easat-4153	275	24	environments	environment	NOUN
easat-4153	275	25	,	,	PUNCT
easat-4153	275	26	"	"	PUNCT
easat-4153	275	27	in	in	ADP
easat-4153	275	28	daaam	daaam	PROPN
easat-4153	275	29	proceedings	proceeding	NOUN
easat-4153	275	30	.	.	PUNCT
easat-4153	276	1	daaam	daaam	PROPN
easat-4153	276	2	international	international	PROPN
easat-4153	276	3	vienna	vienna	PROPN
easat-4153	276	4	,	,	PUNCT
easat-4153	276	5	pp	pp	PROPN
easat-4153	276	6	.	.	PUNCT
easat-4153	276	7	0151–0160	0151–0160	NUM
easat-4153	276	8	,	,	PUNCT
easat-4153	276	9	2022	2022	NUM
easat-4153	276	10	.	.	PUNCT
easat-4153	277	1	https://doi.org/10.2507/33rd.daaam.proceedings.021	https://doi.org/10.2507/33rd.daaam.proceedings.021	NOUN
easat-4153	277	2	,	,	PUNCT
easat-4153	277	3	2022	2022	NUM
easat-4153	277	4	.	.	PUNCT
easat-4153	278	1	[	[	X
easat-4153	278	2	10	10	NUM
easat-4153	278	3	]	]	PUNCT
easat-4153	278	4	k.	k.	NOUN
easat-4153	278	5	loncar	loncar	PROPN
easat-4153	278	6	,	,	PUNCT
easat-4153	278	7	j.	j.	PROPN
easat-4153	278	8	redzepagic	redzepagic	PROPN
easat-4153	278	9	,	,	PUNCT
easat-4153	278	10	and	and	CCONJ
easat-4153	278	11	v.	v.	ADP
easat-4153	278	12	dakic	dakic	PROPN
easat-4153	278	13	,	,	PUNCT
easat-4153	278	14	"	"	PUNCT
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easat-4153	278	16	coding	code	VERB
easat-4153	278	17	guidelines	guideline	NOUN
easat-4153	278	18	and	and	CCONJ
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easat-4153	278	20	,	,	PUNCT
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easat-4153	278	22	in	in	ADP
easat-4153	278	23	daaam	daaam	PROPN
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easat-4153	278	25	.	.	PUNCT
easat-4153	279	1	daaam	daaam	PROPN
easat-4153	279	2	international	international	PROPN
easat-4153	279	3	vienna	vienna	PROPN
easat-4153	279	4	,	,	PUNCT
easat-4153	279	5	pp	pp	X
easat-4153	279	6	.	.	PUNCT
easat-4153	279	7	0191–0198	0191–0198	NUM
easat-4153	279	8	,	,	PUNCT
easat-4153	279	9	2024	2024	NUM
easat-4153	279	10	.	.	PUNCT
easat-4153	280	1	https://doi.org/10.2507/35th.daaam.proceedings.025	https://doi.org/10.2507/35th.daaam.proceedings.025	PROPN
easat-4153	280	2	,	,	PUNCT
easat-4153	280	3	2024	2024	NUM
easat-4153	280	4	.	.	PUNCT
easat-4153	281	1	[	[	X
easat-4153	281	2	11	11	NUM
easat-4153	281	3	]	]	PUNCT
easat-4153	281	4	a.	a.	PROPN
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easat-4153	281	8	p.	p.	PROPN
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easat-4153	281	10	,	,	PUNCT
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easat-4153	281	14	,	,	PUNCT
easat-4153	281	15	"	"	PUNCT
easat-4153	281	16	securing	secure	VERB
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easat-4153	281	29	cd	cd	NOUN
easat-4153	281	30	pipelines	pipeline	NOUN
easat-4153	281	31	,	,	PUNCT
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easat-4153	281	37	,	,	PUNCT
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easat-4153	281	41	,	,	PUNCT
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easat-4153	281	43	.	.	PUNCT
easat-4153	282	1	162	162	NUM
easat-4153	282	2	-	-	SYM
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easat-4153	282	4	,	,	PUNCT
easat-4153	282	5	2024	2024	NUM
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easat-4153	284	12	,	,	PUNCT
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easat-4153	284	38	"	"	PUNCT
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easat-4153	284	50	(	(	PUNCT
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easat-4153	285	1	ieee	ieee	PROPN
easat-4153	285	2	,	,	PUNCT
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easat-4153	285	4	.	.	PUNCT
easat-4153	286	1	420–425	420–425	NUM
easat-4153	286	2	,	,	PUNCT
easat-4153	286	3	2023	2023	NUM
easat-4153	286	4	.	.	PUNCT
easat-4153	287	1	https://doi.org/10.1109/acit58437.2023.10275654	https://doi.org/10.1109/acit58437.2023.10275654	PROPN
easat-4153	287	2	,	,	PUNCT
easat-4153	287	3	2023	2023	NUM
easat-4153	287	4	.	.	PUNCT
easat-4153	288	1	[	[	X
easat-4153	288	2	13	13	NUM
easat-4153	288	3	]	]	PUNCT
easat-4153	288	4	a.	a.	NOUN
easat-4153	288	5	s.	s.	PROPN
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easat-4153	288	7	,	,	PUNCT
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easat-4153	288	11	i.	i.	PROPN
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easat-4153	288	15	,	,	PUNCT
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easat-4153	288	17	h.	h.	PROPN
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easat-4153	288	19	,	,	PUNCT
easat-4153	288	20	"	"	PUNCT
easat-4153	288	21	code	code	NOUN
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easat-4153	288	26	cd	cd	NOUN
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easat-4153	288	28	for	for	ADP
easat-4153	288	29	enhanced	enhanced	ADJ
easat-4153	288	30	devops	devop	NOUN
easat-4153	288	31	security	security	NOUN
easat-4153	288	32	,	,	PUNCT
easat-4153	288	33	"	"	PUNCT
easat-4153	288	34	presented	present	VERB
easat-4153	288	35	at	at	ADP
easat-4153	288	36	the	the	DET
easat-4153	288	37	international	international	ADJ
easat-4153	288	38	conference	conference	NOUN
easat-4153	288	39	on	on	ADP
easat-4153	288	40	artificial	artificial	ADJ
easat-4153	288	41	intelligence	intelligence	NOUN
easat-4153	288	42	,	,	PUNCT
easat-4153	288	43	blockchain	blockchain	PROPN
easat-4153	288	44	,	,	PUNCT
easat-4153	288	45	cloud	cloud	NOUN
easat-4153	288	46	computing	computing	NOUN
easat-4153	288	47	,	,	PUNCT
easat-4153	288	48	and	and	CCONJ
easat-4153	288	49	data	datum	NOUN
easat-4153	288	50	analytics	analytic	NOUN
easat-4153	288	51	(	(	PUNCT
easat-4153	288	52	icoabcd	icoabcd	PROPN
easat-4153	288	53	)	)	PUNCT
easat-4153	288	54	.	.	PUNCT
easat-4153	289	1	ieee	ieee	PROPN
easat-4153	289	2	,	,	PUNCT
easat-4153	289	3	pp	pp	ADP
easat-4153	289	4	.	.	PUNCT
easat-4153	290	1	137–142	137–142	NUM
easat-4153	290	2	,	,	PUNCT
easat-4153	290	3	2024	2024	NUM
easat-4153	290	4	.	.	PUNCT
easat-4153	291	1	https://doi.org/10.1109/icoabcd63526.2024.10704536	https://doi.org/10.1109/icoabcd63526.2024.10704536	NOUN
easat-4153	291	2	,	,	PUNCT
easat-4153	291	3	2024	2024	NUM
easat-4153	291	4	.	.	PUNCT
easat-4153	292	1	[	[	X
easat-4153	292	2	14	14	NUM
easat-4153	292	3	]	]	PUNCT
easat-4153	292	4	t.	t.	PROPN
easat-4153	292	5	rangnau	rangnau	PROPN
easat-4153	292	6	,	,	PUNCT
easat-4153	292	7	r.	r.	PROPN
easat-4153	292	8	v.	v.	PROPN
easat-4153	292	9	buijtenen	buijtenen	PROPN
easat-4153	292	10	,	,	PUNCT
easat-4153	292	11	f.	f.	PROPN
easat-4153	292	12	fransen	fransen	PROPN
easat-4153	292	13	,	,	PUNCT
easat-4153	292	14	and	and	CCONJ
easat-4153	292	15	f.	f.	PROPN
easat-4153	292	16	turkmen	turkmen	PROPN
easat-4153	292	17	,	,	PUNCT
easat-4153	292	18	"	"	PUNCT
easat-4153	292	19	continuous	continuous	ADJ
easat-4153	292	20	security	security	NOUN
easat-4153	292	21	testing	testing	NOUN
easat-4153	292	22	:	:	PUNCT
easat-4153	292	23	a	a	DET
easat-4153	292	24	case	case	NOUN
easat-4153	292	25	study	study	NOUN
easat-4153	292	26	on	on	ADP
easat-4153	292	27	integrating	integrate	VERB
easat-4153	292	28	dynamic	dynamic	ADJ
easat-4153	292	29	security	security	NOUN
easat-4153	292	30	testing	testing	NOUN
easat-4153	292	31	tools	tool	NOUN
easat-4153	292	32	in	in	ADP
easat-4153	292	33	ci	ci	NOUN
easat-4153	292	34	/	/	SYM
easat-4153	292	35	cd	cd	NOUN
easat-4153	292	36	pipelines	pipeline	NOUN
easat-4153	292	37	,	,	PUNCT
easat-4153	292	38	"	"	PUNCT
easat-4153	292	39	presented	present	VERB
easat-4153	292	40	at	at	ADP
easat-4153	292	41	the	the	DET
easat-4153	292	42	ieee	ieee	NOUN
easat-4153	292	43	24th	24th	NOUN
easat-4153	292	44	international	international	ADJ
easat-4153	292	45	enterprise	enterprise	NOUN
easat-4153	292	46	distributed	distribute	VERB
easat-4153	292	47	object	object	NOUN
easat-4153	292	48	computing	compute	VERB
easat-4153	292	49	conference	conference	NOUN
easat-4153	292	50	(	(	PUNCT
easat-4153	292	51	edoc	edoc	ADJ
easat-4153	292	52	)	)	PUNCT
easat-4153	292	53	.	.	PUNCT
easat-4153	293	1	ieee	ieee	NOUN
easat-4153	293	2	,	,	PUNCT
easat-4153	293	3	pp	pp	ADP
easat-4153	293	4	.	.	PUNCT
easat-4153	294	1	145–154,2020	145–154,2020	X
easat-4153	294	2	.	.	PUNCT
easat-4153	294	3	https://doi.org/10.1109/edoc49727.2020.00026	https://doi.org/10.1109/edoc49727.2020.00026	PROPN
easat-4153	294	4	,	,	PUNCT
easat-4153	294	5	2020	2020	NUM
easat-4153	294	6	.	.	PUNCT
easat-4153	295	1	[	[	X
easat-4153	295	2	15	15	NUM
easat-4153	295	3	]	]	X
easat-4153	295	4	k.	k.	PROPN
easat-4153	295	5	r.	r.	PROPN
easat-4153	295	6	ponaka	ponaka	PROPN
easat-4153	295	7	,	,	PUNCT
easat-4153	295	8	"	"	PUNCT
easat-4153	295	9	shift	shift	NOUN
easat-4153	295	10	-	-	PUNCT
easat-4153	295	11	left	leave	VERB
easat-4153	295	12	approach	approach	NOUN
easat-4153	295	13	for	for	ADP
easat-4153	295	14	vulnerability	vulnerability	NOUN
easat-4153	295	15	management	management	NOUN
easat-4153	295	16	in	in	ADP
easat-4153	295	17	sdlc	sdlc	NOUN
easat-4153	295	18	,	,	PUNCT
easat-4153	295	19	"	"	PUNCT
easat-4153	295	20	interantional	interantional	ADJ
easat-4153	295	21	journal	journal	NOUN
easat-4153	295	22	of	of	ADP
easat-4153	295	23	scientific	scientific	ADJ
easat-4153	295	24	research	research	NOUN
easat-4153	295	25	in	in	ADP
easat-4153	295	26	engineering	engineering	NOUN
easat-4153	295	27	and	and	CCONJ
easat-4153	295	28	management	management	NOUN
easat-4153	295	29	,	,	PUNCT
easat-4153	295	30	vol	vol	NOUN
easat-4153	295	31	.	.	PROPN
easat-4153	295	32	8	8	NUM
easat-4153	295	33	,	,	PUNCT
easat-4153	295	34	no	no	INTJ
easat-4153	295	35	.	.	NOUN
easat-4153	295	36	10	10	NUM
easat-4153	295	37	,	,	PUNCT
easat-4153	295	38	pp	pp	PROPN
easat-4153	295	39	.	.	PUNCT
easat-4153	295	40	1–14	1–14	PROPN
easat-4153	295	41	,	,	PUNCT
easat-4153	295	42	2024	2024	NUM
easat-4153	295	43	.	.	PUNCT
easat-4153	296	1	https://doi.org/10.55041/ijsrem9417	https://doi.org/10.55041/ijsrem9417	X
easat-4153	297	1	[	[	X
easat-4153	297	2	16	16	NUM
easat-4153	297	3	]	]	X
easat-4153	297	4	l.	l.	PROPN
easat-4153	297	5	nikolov	nikolov	PROPN
easat-4153	297	6	and	and	CCONJ
easat-4153	297	7	a.	a.	PROPN
easat-4153	297	8	aleksieva	aleksieva	PROPN
easat-4153	297	9	-	-	PUNCT
easat-4153	297	10	petrova	petrova	PROPN
easat-4153	297	11	,	,	PUNCT
easat-4153	297	12	"	"	PUNCT
easat-4153	297	13	framework	framework	NOUN
easat-4153	297	14	for	for	ADP
easat-4153	297	15	integrating	integrate	VERB
easat-4153	297	16	threat	threat	NOUN
easat-4153	297	17	modeling	modeling	NOUN
easat-4153	297	18	into	into	ADP
easat-4153	297	19	a	a	DET
easat-4153	297	20	devops	devop	NOUN
easat-4153	297	21	pipeline	pipeline	NOUN
easat-4153	297	22	for	for	ADP
easat-4153	297	23	enhanced	enhanced	ADJ
easat-4153	297	24	software	software	NOUN
easat-4153	297	25	development	development	NOUN
easat-4153	297	26	,	,	PUNCT
easat-4153	297	27	"	"	PUNCT
easat-4153	297	28	presented	present	VERB
easat-4153	297	29	at	at	ADP
easat-4153	297	30	the	the	DET
easat-4153	297	31	international	international	ADJ
easat-4153	297	32	conference	conference	NOUN
easat-4153	297	33	on	on	ADP
easat-4153	297	34	software	software	NOUN
easat-4153	297	35	,	,	PUNCT
easat-4153	297	36	telecommunications	telecommunications	NOUN
easat-4153	297	37	and	and	CCONJ
easat-4153	297	38	computer	computer	NOUN
easat-4153	297	39	networks	network	NOUN
easat-4153	297	40	(	(	PUNCT
easat-4153	297	41	softcom	softcom	PROPN
easat-4153	297	42	)	)	PUNCT
easat-4153	297	43	.	.	PUNCT
easat-4153	298	1	ieee	ieee	PROPN
easat-4153	298	2	,	,	PUNCT
easat-4153	298	3	pp	pp	ADP
easat-4153	298	4	.	.	PUNCT
easat-4153	299	1	1–5	1–5	NUM
easat-4153	299	2	,	,	PUNCT
easat-4153	299	3	2024	2024	NUM
easat-4153	299	4	.	.	PUNCT
easat-4153	300	1	https://doi.org/10.23919/softcom62040.2024.10721871	https://doi.org/10.23919/softcom62040.2024.10721871	PROPN
easat-4153	300	2	,	,	PUNCT
easat-4153	300	3	2024	2024	NUM
easat-4153	300	4	.	.	PUNCT
easat-4153	301	1	[	[	X
easat-4153	301	2	17	17	NUM
easat-4153	301	3	]	]	PUNCT
easat-4153	301	4	j.	j.	PROPN
easat-4153	301	5	a.	a.	PROPN
easat-4153	301	6	morales	morales	PROPN
easat-4153	301	7	and	and	CCONJ
easat-4153	301	8	h.	h.	PROPN
easat-4153	301	9	yasar	yasar	PROPN
easat-4153	301	10	,	,	PUNCT
easat-4153	301	11	"	"	PUNCT
easat-4153	301	12	experiences	experience	NOUN
easat-4153	301	13	with	with	ADP
easat-4153	301	14	secure	secure	ADJ
easat-4153	301	15	pipelines	pipeline	NOUN
easat-4153	301	16	in	in	ADP
easat-4153	301	17	highly	highly	ADV
easat-4153	301	18	regulated	regulated	ADJ
easat-4153	301	19	environments	environment	NOUN
easat-4153	301	20	,	,	PUNCT
easat-4153	301	21	"	"	PUNCT
easat-4153	301	22	in	in	ADP
easat-4153	301	23	proceedings	proceeding	NOUN
easat-4153	301	24	of	of	ADP
easat-4153	301	25	the	the	DET
easat-4153	301	26	18th	18th	ADJ
easat-4153	301	27	international	international	ADJ
easat-4153	301	28	conference	conference	NOUN
easat-4153	301	29	on	on	ADP
easat-4153	301	30	availability	availability	NOUN
easat-4153	301	31	,	,	PUNCT
easat-4153	301	32	reliability	reliability	NOUN
easat-4153	301	33	and	and	CCONJ
easat-4153	301	34	security	security	NOUN
easat-4153	301	35	.	.	PUNCT
easat-4153	302	1	acm	acm	PROPN
easat-4153	302	2	,	,	PUNCT
easat-4153	302	3	pp	pp	X
easat-4153	302	4	.	.	PUNCT
easat-4153	303	1	1–9	1–9	NOUN
easat-4153	303	2	,	,	PUNCT
easat-4153	303	3	2023	2023	NUM
easat-4153	303	4	.	.	PUNCT
easat-4153	304	1	https://doi.org/10.1145/3600160.3605466	https://doi.org/10.1145/3600160.3605466	NOUN
easat-4153	304	2	,	,	PUNCT
easat-4153	304	3	2023	2023	NUM
easat-4153	304	4	.	.	PUNCT
easat-4153	305	1	[	[	X
easat-4153	305	2	18	18	NUM
easat-4153	305	3	]	]	X
easat-4153	305	4	n.	n.	PROPN
easat-4153	305	5	singh	singh	PROPN
easat-4153	305	6	,	,	PUNCT
easat-4153	305	7	"	"	PUNCT
easat-4153	305	8	ci	ci	NOUN
easat-4153	305	9	/	/	SYM
easat-4153	305	10	cd	cd	NOUN
easat-4153	305	11	pipeline	pipeline	NOUN
easat-4153	305	12	for	for	ADP
easat-4153	305	13	web	web	NOUN
easat-4153	305	14	applications	application	NOUN
easat-4153	305	15	,	,	PUNCT
easat-4153	305	16	"	"	PUNCT
easat-4153	305	17	international	international	ADJ
easat-4153	305	18	journal	journal	NOUN
easat-4153	305	19	for	for	ADP
easat-4153	305	20	research	research	NOUN
easat-4153	305	21	in	in	ADP
easat-4153	305	22	applied	apply	VERB
easat-4153	305	23	science	science	NOUN
easat-4153	305	24	and	and	CCONJ
easat-4153	305	25	engineering	engineering	NOUN
easat-4153	305	26	technology	technology	NOUN
easat-4153	305	27	,	,	PUNCT
easat-4153	305	28	vol	vol	NOUN
easat-4153	305	29	.	.	PROPN
easat-4153	305	30	11	11	NUM
easat-4153	305	31	,	,	PUNCT
easat-4153	305	32	no	no	INTJ
easat-4153	305	33	.	.	NOUN
easat-4153	305	34	5	5	NUM
easat-4153	305	35	,	,	PUNCT
easat-4153	305	36	pp	pp	ADJ
easat-4153	305	37	.	.	PUNCT
easat-4153	306	1	5218–5226	5218–5226	NUM
easat-4153	306	2	,	,	PUNCT
easat-4153	306	3	2023	2023	NUM
easat-4153	306	4	.	.	PUNCT
easat-4153	307	1	https://doi.org/10.22214/ijraset.2023.52867	https://doi.org/10.22214/ijraset.2023.52867	PROPN
easat-4153	307	2	[	[	X
easat-4153	307	3	19	19	NUM
easat-4153	307	4	]	]	PUNCT
easat-4153	307	5	p.	p.	NOUN
easat-4153	307	6	bajpai	bajpai	PROPN
easat-4153	307	7	and	and	CCONJ
easat-4153	307	8	a.	a.	PROPN
easat-4153	307	9	lewis	lewis	PROPN
easat-4153	307	10	,	,	PUNCT
easat-4153	307	11	"	"	PUNCT
easat-4153	307	12	secure	secure	VERB
easat-4153	307	13	development	development	NOUN
easat-4153	307	14	workflows	workflow	NOUN
easat-4153	307	15	in	in	ADP
easat-4153	307	16	ci	ci	NOUN
easat-4153	307	17	/	/	SYM
easat-4153	307	18	cd	cd	NOUN
easat-4153	307	19	pipelines	pipeline	NOUN
easat-4153	307	20	,	,	PUNCT
easat-4153	307	21	"	"	PUNCT
easat-4153	307	22	presented	present	VERB
easat-4153	307	23	at	at	ADP
easat-4153	307	24	the	the	DET
easat-4153	307	25	ieee	ieee	NOUN
easat-4153	307	26	secure	secure	PROPN
easat-4153	307	27	development	development	NOUN
easat-4153	307	28	conference	conference	NOUN
easat-4153	307	29	(	(	PUNCT
easat-4153	307	30	secdev	secdev	PROPN
easat-4153	307	31	)	)	PUNCT
easat-4153	307	32	.	.	PUNCT
easat-4153	308	1	ieee	ieee	PROPN
easat-4153	308	2	,	,	PUNCT
easat-4153	308	3	pp	pp	ADJ
easat-4153	308	4	.	.	PUNCT
easat-4153	308	5	65–66	65–66	NUM
easat-4153	308	6	,	,	PUNCT
easat-4153	308	7	2022	2022	NUM
easat-4153	308	8	.	.	PUNCT
easat-4153	309	1	https://doi.org/10.1109/secdev53368.2022.00024	https://doi.org/10.1109/secdev53368.2022.00024	NOUN
easat-4153	309	2	,	,	PUNCT
easat-4153	309	3	2022	2022	NUM
easat-4153	309	4	.	.	PUNCT
easat-4153	310	1	[	[	X
easat-4153	310	2	20	20	NUM
easat-4153	310	3	]	]	PUNCT
easat-4153	310	4	c.	c.	PROPN
easat-4153	310	5	vassallo	vassallo	PROPN
easat-4153	310	6	,	,	PUNCT
easat-4153	310	7	s.	s.	PROPN
easat-4153	310	8	proksch	proksch	PROPN
easat-4153	310	9	,	,	PUNCT
easat-4153	310	10	a.	a.	PROPN
easat-4153	310	11	jancso	jancso	PROPN
easat-4153	310	12	,	,	PUNCT
easat-4153	310	13	h.	h.	PROPN
easat-4153	310	14	c.	c.	PROPN
easat-4153	310	15	gall	gall	PROPN
easat-4153	310	16	,	,	PUNCT
easat-4153	310	17	and	and	CCONJ
easat-4153	310	18	m.	m.	PROPN
easat-4153	310	19	di	di	X
easat-4153	310	20	penta	penta	PROPN
easat-4153	310	21	,	,	PUNCT
easat-4153	310	22	"	"	PUNCT
easat-4153	310	23	configuration	configuration	NOUN
easat-4153	310	24	smells	smell	VERB
easat-4153	310	25	in	in	ADP
easat-4153	310	26	continuous	continuous	ADJ
easat-4153	310	27	delivery	delivery	NOUN
easat-4153	310	28	pipelines	pipeline	NOUN
easat-4153	310	29	:	:	PUNCT
easat-4153	310	30	a	a	DET
easat-4153	310	31	linter	linter	NOUN
easat-4153	310	32	and	and	CCONJ
easat-4153	310	33	a	a	DET
easat-4153	310	34	six	six	NUM
easat-4153	310	35	-	-	PUNCT
easat-4153	310	36	month	month	NOUN
easat-4153	310	37	study	study	NOUN
easat-4153	310	38	on	on	ADP
easat-4153	310	39	gitlab	gitlab	NOUN
easat-4153	310	40	,	,	PUNCT
easat-4153	310	41	"	"	PUNCT
easat-4153	310	42	in	in	ADP
easat-4153	310	43	proceedings	proceeding	NOUN
easat-4153	310	44	of	of	ADP
easat-4153	310	45	the	the	DET
easat-4153	310	46	28th	28th	ADJ
easat-4153	310	47	acm	acm	NOUN
easat-4153	310	48	joint	joint	ADJ
easat-4153	310	49	meeting	meeting	NOUN
easat-4153	310	50	on	on	ADP
easat-4153	310	51	european	european	ADJ
easat-4153	310	52	software	software	PROPN
easat-4153	310	53	engineering	engineering	NOUN
easat-4153	310	54	conference	conference	NOUN
easat-4153	310	55	and	and	CCONJ
easat-4153	310	56	symposium	symposium	NOUN
easat-4153	310	57	on	on	ADP
easat-4153	310	58	the	the	DET
easat-4153	310	59	foundations	foundation	NOUN
easat-4153	310	60	of	of	ADP
easat-4153	310	61	software	software	NOUN
easat-4153	310	62	engineering	engineering	NOUN
easat-4153	310	63	.	.	PUNCT
easat-4153	311	1	acm	acm	PROPN
easat-4153	311	2	,	,	PUNCT
easat-4153	311	3	2020	2020	NUM
easat-4153	311	4	.	.	PUNCT
easat-4153	312	1	https://doi.org/10.1145/3368089.3409709	https://doi.org/10.1145/3368089.3409709	NOUN
easat-4153	312	2	,	,	PUNCT
easat-4153	312	3	2020	2020	NUM
easat-4153	312	4	.	.	PUNCT
easat-4153	313	1	[	[	X
easat-4153	313	2	21	21	NUM
easat-4153	313	3	]	]	PUNCT
easat-4153	313	4	a.	a.	NOUN
easat-4153	313	5	kaur	kaur	PROPN
easat-4153	313	6	and	and	CCONJ
easat-4153	313	7	r.	r.	PROPN
easat-4153	313	8	nayyar	nayyar	PROPN
easat-4153	313	9	,	,	PUNCT
easat-4153	313	10	"	"	PUNCT
easat-4153	313	11	a	a	DET
easat-4153	313	12	comparative	comparative	ADJ
easat-4153	313	13	study	study	NOUN
easat-4153	313	14	of	of	ADP
easat-4153	313	15	static	static	ADJ
easat-4153	313	16	code	code	NOUN
easat-4153	313	17	analysis	analysis	NOUN
easat-4153	313	18	tools	tool	NOUN
easat-4153	313	19	for	for	ADP
easat-4153	313	20	vulnerability	vulnerability	NOUN
easat-4153	313	21	detection	detection	NOUN
easat-4153	313	22	in	in	ADP
easat-4153	313	23	c	c	NOUN
easat-4153	313	24	/	/	SYM
easat-4153	313	25	c++	c++	NOUN
easat-4153	313	26	and	and	CCONJ
easat-4153	313	27	java	java	PROPN
easat-4153	313	28	source	source	PROPN
easat-4153	313	29	code	code	PROPN
easat-4153	313	30	,	,	PUNCT
easat-4153	313	31	"	"	PUNCT
easat-4153	313	32	procedia	procedia	NOUN
easat-4153	313	33	computer	computer	NOUN
easat-4153	313	34	science	science	NOUN
easat-4153	313	35	,	,	PUNCT
easat-4153	313	36	vol	vol	NOUN
easat-4153	313	37	.	.	PROPN
easat-4153	313	38	171	171	NUM
easat-4153	313	39	,	,	PUNCT
easat-4153	313	40	pp	pp	ADJ
easat-4153	313	41	.	.	PUNCT
easat-4153	314	1	2023	2023	NUM
easat-4153	314	2	-	-	SYM
easat-4153	314	3	2029	2029	NUM
easat-4153	314	4	,	,	PUNCT
easat-4153	314	5	2020	2020	NUM
easat-4153	314	6	.	.	PUNCT
easat-4153	315	1	https://doi.org/10.1016/j.procs.2020.04.217	https://doi.org/10.1016/j.procs.2020.04.217	PROPN
easat-4153	315	2	[	[	X
easat-4153	315	3	22	22	NUM
easat-4153	315	4	]	]	PUNCT
easat-4153	315	5	k.	k.	PROPN
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easat-4153	315	7	and	and	CCONJ
easat-4153	315	8	m.	m.	PROPN
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easat-4153	315	12	comparative	comparative	ADJ
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easat-4153	315	14	of	of	ADP
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easat-4153	315	16	-	-	PUNCT
easat-4153	315	17	source	source	NOUN
easat-4153	315	18	tools	tool	NOUN
easat-4153	315	19	for	for	ADP
easat-4153	315	20	conducting	conduct	VERB
easat-4153	315	21	static	static	ADJ
easat-4153	315	22	code	code	NOUN
easat-4153	315	23	analysis	analysis	NOUN
easat-4153	315	24	,	,	PUNCT
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easat-4153	315	26	sensors	sensor	NOUN
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easat-4153	316	2	,	,	PUNCT
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easat-4153	316	6	,	,	PUNCT
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easat-4153	316	9	,	,	PUNCT
easat-4153	316	10	2023	2023	NUM
easat-4153	316	11	.	.	PUNCT
easat-4153	317	1	https://doi.org/10.3390/s23187978	https://doi.org/10.3390/s23187978	NUM
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easat-4153	317	3	23	23	NUM
easat-4153	317	4	]	]	X
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easat-4153	318	6	,	,	PUNCT
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easat-4153	318	8	an	an	DET
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easat-4153	318	10	study	study	NOUN
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easat-4153	318	13	analysis	analysis	NOUN
easat-4153	318	14	tools	tool	NOUN
easat-4153	318	15	for	for	ADP
easat-4153	318	16	secure	secure	ADJ
easat-4153	318	17	code	code	NOUN
easat-4153	318	18	review	review	NOUN
easat-4153	318	19	,	,	PUNCT
easat-4153	318	20	"	"	PUNCT
easat-4153	318	21	arxiv	arxiv	NOUN
easat-4153	318	22	,	,	PUNCT
easat-4153	318	23	2024	2024	NUM
easat-4153	318	24	.	.	PUNCT
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easat-4153	319	3	24	24	NUM
easat-4153	319	4	]	]	PUNCT
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easat-4153	319	7	and	and	CCONJ
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easat-4153	319	10	w.	w.	PROPN
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easat-4153	319	12	,	,	PUNCT
easat-4153	319	13	"	"	PUNCT
easat-4153	319	14	static	static	ADJ
easat-4153	319	15	code	code	NOUN
easat-4153	319	16	analysis	analysis	NOUN
easat-4153	319	17	tool	tool	NOUN
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easat-4153	319	21	based	base	VERB
easat-4153	319	22	web	web	NOUN
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easat-4153	319	24	,	,	PUNCT
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easat-4153	319	26	presented	present	VERB
easat-4153	319	27	at	at	ADP
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easat-4153	319	37	icodse	icodse	PROPN
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easat-4153	319	39	.	.	PUNCT
easat-4153	320	1	ieee	ieee	PROPN
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easat-4153	320	4	.	.	PUNCT
easat-4153	321	1	1–6,2021	1–6,2021	X
easat-4153	321	2	.	.	PUNCT
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easat-4153	321	4	,	,	PUNCT
easat-4153	321	5	2021	2021	NUM
easat-4153	321	6	.	.	PUNCT
easat-4153	322	1	[	[	X
easat-4153	322	2	25	25	NUM
easat-4153	322	3	]	]	PUNCT
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easat-4153	323	5	3	3	NUM
easat-4153	323	6	,	,	PUNCT
easat-4153	323	7	pp	pp	ADJ
easat-4153	323	8	.	.	PUNCT
easat-4153	324	1	72	72	NUM
easat-4153	324	2	-	-	SYM
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easat-4153	324	4	,	,	PUNCT
easat-4153	324	5	2023	2023	NUM
easat-4153	324	6	.	.	PUNCT
easat-4153	325	1	https://doi.org/10.21822/2073-6185-2023-50-3-72-82	https://doi.org/10.21822/2073-6185-2023-50-3-72-82	NOUN
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easat-4153	325	11	sonarqube	sonarqube	NOUN
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easat-4153	325	17	"	"	PUNCT
easat-4153	325	18	retrieved	retrieve	VERB
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easat-4153	325	20	https://www.sonarsource.com/resources/skyscanner/.	https://www.sonarsource.com/resources/skyscanner/.	VERB
easat-4153	325	21	[	[	PUNCT
easat-4153	325	22	accessed	access	VERB
easat-4153	325	23	2024	2024	NUM
easat-4153	325	24	.	.	PUNCT
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easat-4153	326	20	https://doi.org/10.21822/2073-6185-2023-50-3-72-82	https://doi.org/10.21822/2073-6185-2023-50-3-72-82	PROPN
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easat-4153	328	13	,	,	PUNCT
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easat-4153	328	19	https://checkmarx.com/resources/casestudies/dazn-sca-english/.	https://checkmarx.com/resources/casestudies/dazn-sca-english/.	NOUN
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easat-4153	329	13	,	,	PUNCT
easat-4153	329	14	"	"	PUNCT
easat-4153	329	15	"	"	PUNCT
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easat-4153	329	42	)	)	PUNCT
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easat-4153	330	1	ieee	ieee	PROPN
easat-4153	330	2	,	,	PUNCT
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easat-4153	331	1	https://doi.org/10.1109/csr54599.2022.9850335	https://doi.org/10.1109/csr54599.2022.9850335	NUM
easat-4153	331	2	,	,	PUNCT
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easat-4153	332	1	[	[	X
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easat-4153	332	27	expanding	expand	VERB
easat-4153	332	28	lightweight	lightweight	ADJ
easat-4153	332	29	pre	pre	ADJ
easat-4153	332	30	-	-	ADJ
easat-4153	332	31	deployment	deployment	ADJ
easat-4153	332	32	scanning	scanning	NOUN
easat-4153	332	33	,	,	PUNCT
easat-4153	332	34	"	"	PUNCT
easat-4153	332	35	presented	present	VERB
easat-4153	332	36	at	at	ADP
easat-4153	332	37	the	the	DET
easat-4153	332	38	annual	annual	ADJ
easat-4153	332	39	international	international	ADJ
easat-4153	332	40	conference	conference	NOUN
easat-4153	332	41	on	on	ADP
easat-4153	332	42	privacy	privacy	NOUN
easat-4153	332	43	,	,	PUNCT
easat-4153	332	44	security	security	NOUN
easat-4153	332	45	and	and	CCONJ
easat-4153	332	46	trust	trust	NOUN
easat-4153	332	47	(	(	PUNCT
easat-4153	332	48	pst	pst	PROPN
easat-4153	332	49	)	)	PUNCT
easat-4153	332	50	.	.	PUNCT
easat-4153	333	1	ieee	ieee	PROPN
easat-4153	333	2	,	,	PUNCT
easat-4153	333	3	pp	pp	PROPN
easat-4153	333	4	.	.	PUNCT
easat-4153	334	1	1–10	1–10	NOUN
easat-4153	334	2	,	,	PUNCT
easat-4153	334	3	2023	2023	NUM
easat-4153	334	4	.	.	PUNCT
easat-4153	335	1	https://doi.org/10.1109/pst58708.2023.10320152	https://doi.org/10.1109/pst58708.2023.10320152	PROPN
easat-4153	335	2	,	,	PUNCT
easat-4153	335	3	2023	2023	NUM
easat-4153	335	4	.	.	PUNCT
easat-4153	336	1	[	[	X
easat-4153	336	2	30	30	NUM
easat-4153	336	3	]	]	X
easat-4153	336	4	o.	o.	PROPN
easat-4153	336	5	javed	javed	PROPN
easat-4153	336	6	and	and	CCONJ
easat-4153	336	7	s.	s.	PROPN
easat-4153	336	8	toor	toor	PROPN
easat-4153	336	9	,	,	PUNCT
easat-4153	336	10	"	"	PUNCT
easat-4153	336	11	an	an	DET
easat-4153	336	12	evaluation	evaluation	NOUN
easat-4153	336	13	of	of	ADP
easat-4153	336	14	container	container	NOUN
easat-4153	336	15	security	security	NOUN
easat-4153	336	16	vulnerability	vulnerability	NOUN
easat-4153	336	17	detection	detection	NOUN
easat-4153	336	18	tools	tool	NOUN
easat-4153	336	19	,	,	PUNCT
easat-4153	336	20	"	"	PUNCT
easat-4153	336	21	presented	present	VERB
easat-4153	336	22	at	at	ADP
easat-4153	336	23	the	the	DET
easat-4153	336	24	international	international	ADJ
easat-4153	336	25	conference	conference	NOUN
easat-4153	336	26	on	on	ADP
easat-4153	336	27	cloud	cloud	NOUN
easat-4153	336	28	and	and	CCONJ
easat-4153	336	29	big	big	ADJ
easat-4153	336	30	data	datum	NOUN
easat-4153	336	31	computing	computing	NOUN
easat-4153	336	32	(	(	PUNCT
easat-4153	336	33	iccbdc	iccbdc	NOUN
easat-4153	336	34	)	)	PUNCT
easat-4153	336	35	.	.	PUNCT
easat-4153	337	1	acm	acm	PROPN
easat-4153	337	2	,	,	PUNCT
easat-4153	337	3	2021	2021	NUM
easat-4153	337	4	.	.	PUNCT
easat-4153	338	1	https://doi.org/10.1145/3481646.3481661	https://doi.org/10.1145/3481646.3481661	NOUN
easat-4153	338	2	,	,	PUNCT
easat-4153	338	3	2021	2021	NUM
easat-4153	338	4	.	.	PUNCT
easat-4153	339	1	[	[	X
easat-4153	339	2	31	31	NUM
easat-4153	339	3	]	]	PUNCT
easat-4153	339	4	cyberark	cyberark	NOUN
easat-4153	339	5	,	,	PUNCT
easat-4153	339	6	"	"	PUNCT
easat-4153	339	7	breaking	break	VERB
easat-4153	339	8	down	down	ADP
easat-4153	339	9	the	the	DET
easat-4153	339	10	codecov	codecov	NOUN
easat-4153	339	11	attack	attack	NOUN
easat-4153	339	12	:	:	PUNCT
easat-4153	339	13	finding	find	VERB
easat-4153	339	14	a	a	DET
easat-4153	339	15	malicious	malicious	ADJ
easat-4153	339	16	needle	needle	NOUN
easat-4153	339	17	in	in	ADP
easat-4153	339	18	a	a	DET
easat-4153	339	19	code	code	NOUN
easat-4153	339	20	haystack	haystack	NOUN
easat-4153	339	21	,	,	PUNCT
easat-4153	339	22	"	"	PUNCT
easat-4153	339	23	retrieved	retrieve	VERB
easat-4153	339	24	:	:	PUNCT
easat-4153	339	25	https://www.cyberark.com/resources/blog/breaking-down-the-codecov-attack-finding-a-malicious-needle-in-acode-haystack	https://www.cyberark.com/resources/blog/breaking-down-the-codecov-attack-finding-a-malicious-needle-in-acode-haystack	NOUN
easat-4153	339	26	.	.	NOUN
easat-4153	339	27	2024	2024	NUM
easat-4153	339	28	.	.	PUNCT
easat-4153	340	1	[	[	X
easat-4153	340	2	32	32	NUM
easat-4153	340	3	]	]	PUNCT
easat-4153	340	4	a.	a.	NOUN
easat-4153	340	5	mycek	mycek	NOUN
easat-4153	340	6	and	and	CCONJ
easat-4153	340	7	m.	m.	NOUN
easat-4153	340	8	lukaczyk	lukaczyk	NOUN
easat-4153	340	9	,	,	PUNCT
easat-4153	340	10	"	"	PUNCT
easat-4153	340	11	security	security	NOUN
easat-4153	340	12	of	of	ADP
easat-4153	340	13	containerization	containerization	NOUN
easat-4153	340	14	platforms	platform	NOUN
easat-4153	340	15	:	:	PUNCT
easat-4153	340	16	threat	threat	NOUN
easat-4153	340	17	modelling	modelling	NOUN
easat-4153	340	18	,	,	PUNCT
easat-4153	340	19	vulnerability	vulnerability	NOUN
easat-4153	340	20	analysis	analysis	NOUN
easat-4153	340	21	,	,	PUNCT
easat-4153	340	22	and	and	CCONJ
easat-4153	340	23	risk	risk	NOUN
easat-4153	340	24	mitigation	mitigation	NOUN
easat-4153	340	25	,	,	PUNCT
easat-4153	340	26	"	"	PUNCT
easat-4153	340	27	in	in	ADP
easat-4153	340	28	ecms	ecms	NOUN
easat-4153	340	29	2024	2024	NUM
easat-4153	340	30	proceedings	proceeding	NOUN
easat-4153	340	31	edited	edit	VERB
easat-4153	340	32	by	by	ADP
easat-4153	340	33	daniel	daniel	PROPN
easat-4153	340	34	grzonka	grzonka	PROPN
easat-4153	340	35	,	,	PUNCT
easat-4153	340	36	natalia	natalia	PROPN
easat-4153	340	37	rylko	rylko	ADJ
easat-4153	340	38	,	,	PUNCT
easat-4153	340	39	grazyna	grazyna	NOUN
easat-4153	340	40	suchacka	suchacka	PROPN
easat-4153	340	41	,	,	PUNCT
easat-4153	340	42	vladimir	vladimir	PROPN
easat-4153	340	43	mityushev	mityushev	PROPN
easat-4153	340	44	.	.	PUNCT
easat-4153	341	1	ecms	ecms	NOUN
easat-4153	341	2	,	,	PUNCT
easat-4153	341	3	pp	pp	ADJ
easat-4153	341	4	.	.	PUNCT
easat-4153	342	1	585–591	585–591	NUM
easat-4153	342	2	,	,	PUNCT
easat-4153	342	3	2024	2024	NUM
easat-4153	342	4	.	.	PUNCT
easat-4153	343	1	https://doi.org/10.7148/2024-0585	https://doi.org/10.7148/2024-0585	NOUN
easat-4153	343	2	,	,	PUNCT
easat-4153	343	3	2024	2024	NUM
easat-4153	343	4	.	.	PUNCT
easat-4153	344	1	[	[	X
easat-4153	344	2	33	33	NUM
easat-4153	344	3	]	]	PUNCT
easat-4153	344	4	v.	v.	CCONJ
easat-4153	344	5	dakić	dakić	PROPN
easat-4153	344	6	,	,	PUNCT
easat-4153	344	7	m.	m.	NOUN
easat-4153	344	8	kovač	kovač	NOUN
easat-4153	344	9	,	,	PUNCT
easat-4153	344	10	and	and	CCONJ
easat-4153	344	11	j.	j.	PROPN
easat-4153	344	12	slovinac	slovinac	PROPN
easat-4153	344	13	,	,	PUNCT
easat-4153	344	14	"	"	PUNCT
easat-4153	344	15	evolving	evolve	VERB
easat-4153	344	16	high	high	ADJ
easat-4153	344	17	-	-	PUNCT
easat-4153	344	18	performance	performance	NOUN
easat-4153	344	19	computing	compute	VERB
easat-4153	344	20	data	datum	NOUN
easat-4153	344	21	centers	center	NOUN
easat-4153	344	22	with	with	ADP
easat-4153	344	23	kubernetes	kubernete	NOUN
easat-4153	344	24	,	,	PUNCT
easat-4153	344	25	performance	performance	NOUN
easat-4153	344	26	analysis	analysis	NOUN
easat-4153	344	27	,	,	PUNCT
easat-4153	344	28	and	and	CCONJ
easat-4153	344	29	dynamic	dynamic	ADJ
easat-4153	344	30	workload	workload	NOUN
easat-4153	344	31	placement	placement	NOUN
easat-4153	344	32	based	base	VERB
easat-4153	344	33	on	on	ADP
easat-4153	344	34	machine	machine	NOUN
easat-4153	344	35	learning	learn	VERB
easat-4153	344	36	scheduling	scheduling	NOUN
easat-4153	344	37	,	,	PUNCT
easat-4153	344	38	"	"	PUNCT
easat-4153	344	39	electronics	electronic	NOUN
easat-4153	344	40	,	,	PUNCT
easat-4153	344	41	vol	vol	NOUN
easat-4153	344	42	.	.	PROPN
easat-4153	344	43	13	13	NUM
easat-4153	344	44	,	,	PUNCT
easat-4153	344	45	no	no	INTJ
easat-4153	344	46	.	.	NOUN
easat-4153	344	47	13	13	NUM
easat-4153	344	48	,	,	PUNCT
easat-4153	344	49	p.	p.	NOUN
easat-4153	344	50	2651	2651	NUM
easat-4153	344	51	,	,	PUNCT
easat-4153	344	52	2024	2024	NUM
easat-4153	344	53	.	.	PUNCT
easat-4153	345	1	https://doi.org/10.3390/electronics13132651	https://doi.org/10.3390/electronics13132651	NOUN
easat-4153	346	1	[	[	X
easat-4153	346	2	34	34	NUM
easat-4153	346	3	]	]	PUNCT
easat-4153	346	4	z.	z.	PROPN
easat-4153	346	5	moric	moric	PROPN
easat-4153	346	6	,	,	PUNCT
easat-4153	346	7	v.	v.	PROPN
easat-4153	346	8	dakic	dakic	PROPN
easat-4153	346	9	,	,	PUNCT
easat-4153	346	10	and	and	CCONJ
easat-4153	346	11	m.	m.	NOUN
easat-4153	346	12	kulic	kulic	PROPN
easat-4153	346	13	,	,	PUNCT
easat-4153	346	14	"	"	PUNCT
easat-4153	346	15	implementing	implement	VERB
easat-4153	346	16	a	a	DET
easat-4153	346	17	security	security	NOUN
easat-4153	346	18	framework	framework	NOUN
easat-4153	346	19	for	for	ADP
easat-4153	346	20	container	container	NOUN
easat-4153	346	21	orchestration	orchestration	NOUN
easat-4153	346	22	,	,	PUNCT
easat-4153	346	23	"	"	PUNCT
easat-4153	346	24	presented	present	VERB
easat-4153	346	25	at	at	ADP
easat-4153	346	26	the	the	DET
easat-4153	346	27	ieee	ieee	PROPN
easat-4153	346	28	11th	11th	PROPN
easat-4153	346	29	international	international	ADJ
easat-4153	346	30	conference	conference	NOUN
easat-4153	346	31	on	on	ADP
easat-4153	346	32	cyber	cyber	ADJ
easat-4153	346	33	security	security	NOUN
easat-4153	346	34	and	and	CCONJ
easat-4153	346	35	cloud	cloud	NOUN
easat-4153	346	36	computing	computing	NOUN
easat-4153	346	37	(	(	PUNCT
easat-4153	346	38	cscloud	cscloud	ADJ
easat-4153	346	39	)	)	PUNCT
easat-4153	346	40	.	.	PUNCT
easat-4153	347	1	ieee	ieee	PROPN
easat-4153	347	2	,	,	PUNCT
easat-4153	347	3	pp	pp	ADP
easat-4153	347	4	.	.	PUNCT
easat-4153	348	1	200–206	200–206	NUM
easat-4153	348	2	,	,	PUNCT
easat-4153	348	3	2024	2024	NUM
easat-4153	348	4	.	.	PUNCT
easat-4153	349	1	https://doi.org/10.1109/cscloud62866.2024.00042	https://doi.org/10.1109/cscloud62866.2024.00042	NOUN
easat-4153	349	2	,	,	PUNCT
easat-4153	349	3	2024	2024	NUM
easat-4153	349	4	.	.	PUNCT
easat-4153	350	1	[	[	X
easat-4153	350	2	35	35	NUM
easat-4153	350	3	]	]	PUNCT
easat-4153	350	4	v.	v.	CCONJ
easat-4153	351	1	dakić	dakić	PROPN
easat-4153	351	2	and	and	CCONJ
easat-4153	351	3	a.	a.	NOUN
easat-4153	351	4	bubnjek	bubnjek	NOUN
easat-4153	351	5	,	,	PUNCT
easat-4153	351	6	"	"	PUNCT
easat-4153	351	7	managing	manage	VERB
easat-4153	351	8	cloud	cloud	ADJ
easat-4153	351	9	-	-	PUNCT
easat-4153	351	10	native	native	ADJ
easat-4153	351	11	applications	application	NOUN
easat-4153	351	12	using	use	VERB
easat-4153	351	13	vsphere	vsphere	NOUN
easat-4153	351	14	with	with	ADP
easat-4153	351	15	tanzu	tanzu	NOUN
easat-4153	351	16	and	and	CCONJ
easat-4153	351	17	tanzu	tanzu	NOUN
easat-4153	351	18	kubernetes	kubernete	NOUN
easat-4153	351	19	grid	grid	VERB
easat-4153	351	20	,	,	PUNCT
easat-4153	351	21	"	"	PUNCT
easat-4153	351	22	edelweiss	edelweiss	PROPN
easat-4153	351	23	applied	apply	VERB
easat-4153	351	24	science	science	NOUN
easat-4153	351	25	and	and	CCONJ
easat-4153	351	26	technology	technology	NOUN
easat-4153	351	27	,	,	PUNCT
easat-4153	351	28	vol	vol	NOUN
easat-4153	351	29	.	.	PROPN
easat-4153	351	30	8	8	NUM
easat-4153	351	31	,	,	PUNCT
easat-4153	351	32	no	no	INTJ
easat-4153	351	33	.	.	NOUN
easat-4153	351	34	6	6	NUM
easat-4153	351	35	,	,	PUNCT
easat-4153	351	36	pp	pp	ADJ
easat-4153	351	37	.	.	PUNCT
easat-4153	351	38	6557	6557	NUM
easat-4153	351	39	-	-	SYM
easat-4153	351	40	6578	6578	NUM
easat-4153	351	41	,	,	PUNCT
easat-4153	351	42	2024	2024	NUM
easat-4153	351	43	.	.	PUNCT
easat-4153	351	44	https://doi.org/10.55214/25768484.v8i6.3409	https://doi.org/10.55214/25768484.v8i6.3409	X
easat-4153	352	1	[	[	X
easat-4153	352	2	36	36	NUM
easat-4153	352	3	]	]	PUNCT
easat-4153	352	4	k.	k.	PROPN
easat-4153	352	5	brady	brady	PROPN
easat-4153	352	6	,	,	PUNCT
easat-4153	352	7	s.	s.	PROPN
easat-4153	352	8	moon	moon	PROPN
easat-4153	352	9	,	,	PUNCT
easat-4153	352	10	t.	t.	NOUN
easat-4153	352	11	nguyen	nguyen	NOUN
easat-4153	352	12	,	,	PUNCT
easat-4153	352	13	and	and	CCONJ
easat-4153	352	14	j.	j.	PROPN
easat-4153	352	15	coffman	coffman	PROPN
easat-4153	352	16	,	,	PUNCT
easat-4153	352	17	"	"	PUNCT
easat-4153	352	18	docker	docker	NOUN
easat-4153	352	19	container	container	NOUN
easat-4153	352	20	security	security	NOUN
easat-4153	352	21	in	in	ADP
easat-4153	352	22	cloud	cloud	NOUN
easat-4153	352	23	computing	computing	NOUN
easat-4153	352	24	,	,	PUNCT
easat-4153	352	25	"	"	PUNCT
easat-4153	352	26	presented	present	VERB
easat-4153	352	27	at	at	ADP
easat-4153	352	28	the	the	DET
easat-4153	352	29	annual	annual	ADJ
easat-4153	352	30	computing	computing	NOUN
easat-4153	352	31	and	and	CCONJ
easat-4153	352	32	communication	communication	NOUN
easat-4153	352	33	workshop	workshop	NOUN
easat-4153	352	34	and	and	CCONJ
easat-4153	352	35	conference	conference	NOUN
easat-4153	352	36	(	(	PUNCT
easat-4153	352	37	ccwc	ccwc	PROPN
easat-4153	352	38	)	)	PUNCT
easat-4153	352	39	.	.	PUNCT
easat-4153	353	1	ieee	ieee	PROPN
easat-4153	353	2	,	,	PUNCT
easat-4153	353	3	2020	2020	NUM
easat-4153	353	4	.	.	PUNCT
easat-4153	354	1	https://doi.org/10.1109/ccwc47524.2020.9031195	https://doi.org/10.1109/ccwc47524.2020.9031195	NOUN
easat-4153	354	2	,	,	PUNCT
easat-4153	354	3	2020	2020	NUM
easat-4153	354	4	.	.	PUNCT
easat-4153	355	1	[	[	X
easat-4153	355	2	37	37	NUM
easat-4153	355	3	]	]	PUNCT
easat-4153	355	4	k.	k.	NOUN
easat-4153	355	5	german	german	PROPN
easat-4153	355	6	and	and	CCONJ
easat-4153	355	7	o.	o.	PROPN
easat-4153	355	8	ponomareva	ponomareva	PROPN
easat-4153	355	9	,	,	PUNCT
easat-4153	355	10	"	"	PUNCT
easat-4153	355	11	an	an	DET
easat-4153	355	12	overview	overview	NOUN
easat-4153	355	13	of	of	ADP
easat-4153	355	14	container	container	NOUN
easat-4153	355	15	security	security	NOUN
easat-4153	355	16	in	in	ADP
easat-4153	355	17	a	a	DET
easat-4153	355	18	kubernetes	kubernete	NOUN
easat-4153	355	19	cluster	cluster	NOUN
easat-4153	355	20	,	,	PUNCT
easat-4153	355	21	"	"	PUNCT
easat-4153	355	22	presented	present	VERB
easat-4153	355	23	at	at	ADP
easat-4153	355	24	the	the	DET
easat-4153	355	25	ieee	ieee	NOUN
easat-4153	355	26	ural	ural	ADJ
easat-4153	355	27	-	-	PUNCT
easat-4153	355	28	siberian	siberian	NOUN
easat-4153	355	29	conference	conference	NOUN
easat-4153	355	30	on	on	ADP
easat-4153	355	31	biomedical	biomedical	ADJ
easat-4153	355	32	engineering	engineering	NOUN
easat-4153	355	33	,	,	PUNCT
easat-4153	355	34	radioelectronics	radioelectronic	NOUN
easat-4153	355	35	and	and	CCONJ
easat-4153	355	36	information	information	NOUN
easat-4153	355	37	technology	technology	NOUN
easat-4153	355	38	(	(	PUNCT
easat-4153	355	39	usbereit	usbereit	PROPN
easat-4153	355	40	)	)	PUNCT
easat-4153	355	41	.	.	PUNCT
easat-4153	356	1	ieee	ieee	PROPN
easat-4153	356	2	,	,	PUNCT
easat-4153	356	3	pp	pp	ADP
easat-4153	356	4	.	.	PUNCT
easat-4153	357	1	283–285	283–285	NUM
easat-4153	357	2	,	,	PUNCT
easat-4153	357	3	2023	2023	NUM
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