id	sid	tid	token	lemma	pos
cana-1983	1	1	communications	communication	NOUN
cana-1983	1	2	on	on	ADP
cana-1983	1	3	applied	apply	VERB
cana-1983	1	4	nonlinear	nonlinear	ADJ
cana-1983	1	5	analysis	analysis	NOUN
cana-1983	1	6	issn	issn	NOUN
cana-1983	1	7	:	:	PUNCT
cana-1983	1	8	1074	1074	NUM
cana-1983	1	9	-	-	PUNCT
cana-1983	1	10	133x	133x	NUM
cana-1983	1	11	vol	vol	NOUN
cana-1983	1	12	32	32	NUM
cana-1983	1	13	no	no	NOUN
cana-1983	1	14	.	.	NOUN
cana-1983	1	15	3	3	NUM
cana-1983	1	16	(	(	PUNCT
cana-1983	1	17	2025	2025	NUM
cana-1983	1	18	)	)	PUNCT
cana-1983	1	19	345	345	NUM
cana-1983	1	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-1983	1	21	cloud	cloud	NOUN
cana-1983	1	22	guardian	guardian	NOUN
cana-1983	1	23	:	:	PUNCT
cana-1983	1	24	a	a	DET
cana-1983	1	25	comprehensive	comprehensive	ADJ
cana-1983	1	26	approach	approach	NOUN
cana-1983	1	27	to	to	ADP
cana-1983	1	28	cloud	cloud	NOUN
cana-1983	1	29	security	security	NOUN
cana-1983	1	30	posture	posture	NOUN
cana-1983	1	31	management	management	NOUN
cana-1983	1	32	with	with	ADP
cana-1983	1	33	automated	automate	VERB
cana-1983	1	34	multi	multi	ADJ
cana-1983	1	35	-	-	ADJ
cana-1983	1	36	cloud	cloud	ADJ
cana-1983	1	37	and	and	CCONJ
cana-1983	1	38	container	container	NOUN
cana-1983	1	39	security	security	NOUN
cana-1983	1	40	g	g	PROPN
cana-1983	1	41	sreenivasa	sreenivasa	PROPN
cana-1983	1	42	yadav1	yadav1	PROPN
cana-1983	1	43	,	,	PUNCT
cana-1983	1	44	dr	dr	PROPN
cana-1983	1	45	.	.	PROPN
cana-1983	1	46	g	g	PROPN
cana-1983	1	47	karthick2	karthick2	PROPN
cana-1983	1	48	,	,	PUNCT
cana-1983	1	49	dr	dr	PROPN
cana-1983	1	50	.	.	PROPN
cana-1983	1	51	c.h	c.h	PROPN
cana-1983	1	52	.	.	PUNCT
cana-1983	1	53	mukundha3	mukundha3	PROPN
cana-1983	2	1	1research	1research	NUM
cana-1983	2	2	scholar	scholar	NOUN
cana-1983	2	3	,	,	PUNCT
cana-1983	2	4	department	department	NOUN
cana-1983	2	5	of	of	ADP
cana-1983	2	6	computer	computer	NOUN
cana-1983	2	7	science	science	NOUN
cana-1983	2	8	and	and	CCONJ
cana-1983	2	9	engineering	engineering	NOUN
cana-1983	2	10	,	,	PUNCT
cana-1983	2	11	annamalai	annamalai	PROPN
cana-1983	2	12	university	university	PROPN
cana-1983	2	13	,	,	PUNCT
cana-1983	2	14	annamalainagar	annamalainagar	NOUN
cana-1983	2	15	–	–	PUNCT
cana-1983	2	16	608	608	NUM
cana-1983	2	17	002	002	NUM
cana-1983	2	18	.	.	PUNCT
cana-1983	3	1	email:sreenivas1803@gmail.com	email:sreenivas1803@gmail.com	PROPN
cana-1983	3	2	2assistant	2assistant	PROPN
cana-1983	3	3	professor	professor	NOUN
cana-1983	3	4	,	,	PUNCT
cana-1983	3	5	department	department	NOUN
cana-1983	3	6	of	of	ADP
cana-1983	3	7	computer	computer	NOUN
cana-1983	3	8	science	science	NOUN
cana-1983	3	9	and	and	CCONJ
cana-1983	3	10	engineering	engineering	NOUN
cana-1983	3	11	,	,	PUNCT
cana-1983	3	12	annamalai	annamalai	PROPN
cana-1983	3	13	university	university	PROPN
cana-1983	3	14	,	,	PUNCT
cana-1983	3	15	annamalainagar	annamalainagar	NOUN
cana-1983	3	16	–	–	PUNCT
cana-1983	3	17	608	608	NUM
cana-1983	3	18	002	002	NUM
cana-1983	3	19	.	.	PUNCT
cana-1983	4	1	email	email	NOUN
cana-1983	4	2	:	:	PUNCT
cana-1983	4	3	karthick18588@gmail.com	karthick18588@gmail.com	X
cana-1983	5	1	3associate	3associate	NUM
cana-1983	5	2	professor	professor	NOUN
cana-1983	5	3	,	,	PUNCT
cana-1983	5	4	department	department	NOUN
cana-1983	5	5	of	of	ADP
cana-1983	5	6	information	information	NOUN
cana-1983	5	7	technology	technology	NOUN
cana-1983	5	8	,	,	PUNCT
cana-1983	5	9	sreenidhi	sreenidhi	PROPN
cana-1983	5	10	institute	institute	PROPN
cana-1983	5	11	of	of	ADP
cana-1983	5	12	science	science	NOUN
cana-1983	5	13	and	and	CCONJ
cana-1983	5	14	technology	technology	NOUN
cana-1983	5	15	,	,	PUNCT
cana-1983	5	16	hyderabad	hyderabad	PROPN
cana-1983	5	17	.	.	PUNCT
cana-1983	6	1	telangana-501301	telangana-501301	NOUN
cana-1983	6	2	.	.	PUNCT
cana-1983	7	1	email:reddykrishna143@gmail.com	email:reddykrishna143@gmail.com	PROPN
cana-1983	7	2	article	article	NOUN
cana-1983	7	3	history	history	NOUN
cana-1983	7	4	:	:	PUNCT
cana-1983	7	5	received	receive	VERB
cana-1983	7	6	:	:	PUNCT
cana-1983	7	7	03	03	NUM
cana-1983	7	8	-	-	SYM
cana-1983	7	9	08	08	NUM
cana-1983	7	10	-	-	PUNCT
cana-1983	7	11	2024	2024	NUM
cana-1983	7	12	revised	revise	VERB
cana-1983	7	13	:	:	PUNCT
cana-1983	7	14	23	23	NUM
cana-1983	7	15	-	-	SYM
cana-1983	7	16	09	09	NUM
cana-1983	7	17	-	-	PUNCT
cana-1983	7	18	2024	2024	NUM
cana-1983	7	19	accepted	accept	VERB
cana-1983	7	20	:	:	PUNCT
cana-1983	7	21	03	03	NUM
cana-1983	7	22	-	-	SYM
cana-1983	7	23	10	10	NUM
cana-1983	7	24	-	-	PUNCT
cana-1983	7	25	2024	2024	NUM
cana-1983	7	26	abstract	abstract	NOUN
cana-1983	7	27	:	:	PUNCT
cana-1983	7	28	as	as	SCONJ
cana-1983	7	29	organizations	organization	NOUN
cana-1983	7	30	increasingly	increasingly	ADV
cana-1983	7	31	adopt	adopt	VERB
cana-1983	7	32	multi	multi	ADJ
cana-1983	7	33	-	-	ADJ
cana-1983	7	34	cloud	cloud	ADJ
cana-1983	7	35	environments	environment	NOUN
cana-1983	7	36	and	and	CCONJ
cana-1983	7	37	containerized	containerize	VERB
cana-1983	7	38	applications	application	NOUN
cana-1983	7	39	to	to	PART
cana-1983	7	40	improve	improve	VERB
cana-1983	7	41	scalability	scalability	NOUN
cana-1983	7	42	and	and	CCONJ
cana-1983	7	43	operational	operational	ADJ
cana-1983	7	44	efficiency	efficiency	NOUN
cana-1983	7	45	,	,	PUNCT
cana-1983	7	46	managing	manage	VERB
cana-1983	7	47	security	security	NOUN
cana-1983	7	48	across	across	ADP
cana-1983	7	49	these	these	DET
cana-1983	7	50	diverse	diverse	ADJ
cana-1983	7	51	platforms	platform	NOUN
cana-1983	7	52	has	have	AUX
cana-1983	7	53	become	become	VERB
cana-1983	7	54	a	a	DET
cana-1983	7	55	critical	critical	ADJ
cana-1983	7	56	challenge	challenge	NOUN
cana-1983	7	57	.	.	PUNCT
cana-1983	8	1	traditional	traditional	ADJ
cana-1983	8	2	security	security	NOUN
cana-1983	8	3	tools	tool	NOUN
cana-1983	8	4	and	and	CCONJ
cana-1983	8	5	manual	manual	ADJ
cana-1983	8	6	processes	process	NOUN
cana-1983	8	7	are	be	AUX
cana-1983	8	8	insufficient	insufficient	ADJ
cana-1983	8	9	to	to	PART
cana-1983	8	10	handle	handle	VERB
cana-1983	8	11	the	the	DET
cana-1983	8	12	complexity	complexity	NOUN
cana-1983	8	13	and	and	CCONJ
cana-1983	8	14	dynamic	dynamic	ADJ
cana-1983	8	15	nature	nature	NOUN
cana-1983	8	16	of	of	ADP
cana-1983	8	17	modern	modern	ADJ
cana-1983	8	18	cloud	cloud	NOUN
cana-1983	8	19	infrastructures	infrastructure	NOUN
cana-1983	8	20	.	.	PUNCT
cana-1983	9	1	this	this	DET
cana-1983	9	2	research	research	NOUN
cana-1983	9	3	introduces	introduce	VERB
cana-1983	9	4	cloud	cloud	PROPN
cana-1983	9	5	guardian	guardian	NOUN
cana-1983	9	6	,	,	PUNCT
cana-1983	9	7	a	a	DET
cana-1983	9	8	cloud	cloud	ADJ
cana-1983	9	9	security	security	NOUN
cana-1983	9	10	posture	posture	NOUN
cana-1983	9	11	management	management	NOUN
cana-1983	9	12	(	(	PUNCT
cana-1983	9	13	cspm	cspm	NOUN
cana-1983	9	14	)	)	PUNCT
cana-1983	9	15	platform	platform	NOUN
cana-1983	9	16	that	that	PRON
cana-1983	9	17	automates	automate	VERB
cana-1983	9	18	security	security	NOUN
cana-1983	9	19	assessments	assessment	NOUN
cana-1983	9	20	,	,	PUNCT
cana-1983	9	21	policy	policy	NOUN
cana-1983	9	22	enforcement	enforcement	NOUN
cana-1983	9	23	,	,	PUNCT
cana-1983	9	24	and	and	CCONJ
cana-1983	9	25	threat	threat	NOUN
cana-1983	9	26	detection	detection	NOUN
cana-1983	9	27	across	across	ADP
cana-1983	9	28	multi	multi	ADJ
cana-1983	9	29	-	-	ADJ
cana-1983	9	30	cloud	cloud	ADJ
cana-1983	9	31	platforms	platform	NOUN
cana-1983	9	32	and	and	CCONJ
cana-1983	9	33	containerized	containerized	ADJ
cana-1983	9	34	environments	environment	NOUN
cana-1983	9	35	.	.	PUNCT
cana-1983	10	1	cloud	cloud	ADJ
cana-1983	10	2	guardian	guardian	NOUN
cana-1983	10	3	addresses	address	VERB
cana-1983	10	4	the	the	DET
cana-1983	10	5	key	key	ADJ
cana-1983	10	6	security	security	NOUN
cana-1983	10	7	challenges	challenge	NOUN
cana-1983	10	8	associated	associate	VERB
cana-1983	10	9	with	with	ADP
cana-1983	10	10	multi	multi	ADJ
cana-1983	10	11	-	-	ADJ
cana-1983	10	12	cloud	cloud	ADJ
cana-1983	10	13	and	and	CCONJ
cana-1983	10	14	container	container	NOUN
cana-1983	10	15	environments	environment	NOUN
cana-1983	10	16	,	,	PUNCT
cana-1983	10	17	including	include	VERB
cana-1983	10	18	misconfigurations	misconfiguration	NOUN
cana-1983	10	19	,	,	PUNCT
cana-1983	10	20	unpatched	unpatched	ADJ
cana-1983	10	21	vulnerabilities	vulnerability	NOUN
cana-1983	10	22	,	,	PUNCT
cana-1983	10	23	and	and	CCONJ
cana-1983	10	24	inconsistent	inconsistent	ADJ
cana-1983	10	25	security	security	NOUN
cana-1983	10	26	policies	policy	NOUN
cana-1983	10	27	.	.	PUNCT
cana-1983	11	1	by	by	ADP
cana-1983	11	2	integrating	integrate	VERB
cana-1983	11	3	real	real	ADJ
cana-1983	11	4	-	-	PUNCT
cana-1983	11	5	time	time	NOUN
cana-1983	11	6	threat	threat	NOUN
cana-1983	11	7	intelligence	intelligence	NOUN
cana-1983	11	8	and	and	CCONJ
cana-1983	11	9	automated	automate	VERB
cana-1983	11	10	remediation	remediation	NOUN
cana-1983	11	11	capabilities	capability	NOUN
cana-1983	11	12	,	,	PUNCT
cana-1983	11	13	cloud	cloud	ADJ
cana-1983	11	14	guardian	guardian	NOUN
cana-1983	11	15	provides	provide	VERB
cana-1983	11	16	continuous	continuous	ADJ
cana-1983	11	17	protection	protection	NOUN
cana-1983	11	18	,	,	PUNCT
cana-1983	11	19	ensuring	ensure	VERB
cana-1983	11	20	compliance	compliance	NOUN
cana-1983	11	21	with	with	ADP
cana-1983	11	22	industry	industry	NOUN
cana-1983	11	23	standards	standard	NOUN
cana-1983	11	24	such	such	ADJ
cana-1983	11	25	as	as	ADP
cana-1983	11	26	cis	cis	NOUN
cana-1983	11	27	and	and	CCONJ
cana-1983	11	28	nist	nist	NOUN
cana-1983	11	29	.	.	PUNCT
cana-1983	12	1	additionally	additionally	ADV
cana-1983	12	2	,	,	PUNCT
cana-1983	12	3	the	the	DET
cana-1983	12	4	platform	platform	NOUN
cana-1983	12	5	’s	’s	PART
cana-1983	12	6	self	self	NOUN
cana-1983	12	7	-	-	PUNCT
cana-1983	12	8	healing	heal	VERB
cana-1983	12	9	mechanisms	mechanism	NOUN
cana-1983	12	10	and	and	CCONJ
cana-1983	12	11	rollback	rollback	VERB
cana-1983	12	12	capabilities	capability	NOUN
cana-1983	12	13	allow	allow	VERB
cana-1983	12	14	for	for	ADP
cana-1983	12	15	secure	secure	ADJ
cana-1983	12	16	and	and	CCONJ
cana-1983	12	17	uninterrupted	uninterrupted	ADJ
cana-1983	12	18	operations	operation	NOUN
cana-1983	12	19	by	by	ADP
cana-1983	12	20	automatically	automatically	ADV
cana-1983	12	21	fixing	fix	VERB
cana-1983	12	22	security	security	NOUN
cana-1983	12	23	issues	issue	NOUN
cana-1983	12	24	and	and	CCONJ
cana-1983	12	25	reverting	revert	VERB
cana-1983	12	26	changes	change	NOUN
cana-1983	12	27	if	if	SCONJ
cana-1983	12	28	necessary	necessary	ADJ
cana-1983	12	29	.	.	PUNCT
cana-1983	13	1	this	this	DET
cana-1983	13	2	study	study	NOUN
cana-1983	13	3	evaluates	evaluate	VERB
cana-1983	13	4	cloud	cloud	PROPN
cana-1983	13	5	guardian	guardian	NOUN
cana-1983	13	6	's	's	PART
cana-1983	13	7	effectiveness	effectiveness	NOUN
cana-1983	13	8	in	in	ADP
cana-1983	13	9	securing	secure	VERB
cana-1983	13	10	complex	complex	ADJ
cana-1983	13	11	cloud	cloud	NOUN
cana-1983	13	12	infrastructures	infrastructure	NOUN
cana-1983	13	13	through	through	ADP
cana-1983	13	14	real	real	ADJ
cana-1983	13	15	-	-	PUNCT
cana-1983	13	16	world	world	NOUN
cana-1983	13	17	case	case	NOUN
cana-1983	13	18	studies	study	NOUN
cana-1983	13	19	.	.	PUNCT
cana-1983	14	1	the	the	DET
cana-1983	14	2	findings	finding	NOUN
cana-1983	14	3	demonstrate	demonstrate	VERB
cana-1983	14	4	significant	significant	ADJ
cana-1983	14	5	improvements	improvement	NOUN
cana-1983	14	6	in	in	ADP
cana-1983	14	7	operational	operational	ADJ
cana-1983	14	8	efficiency	efficiency	NOUN
cana-1983	14	9	,	,	PUNCT
cana-1983	14	10	compliance	compliance	NOUN
cana-1983	14	11	,	,	PUNCT
cana-1983	14	12	and	and	CCONJ
cana-1983	14	13	security	security	NOUN
cana-1983	14	14	posture	posture	NOUN
cana-1983	14	15	,	,	PUNCT
cana-1983	14	16	reducing	reduce	VERB
cana-1983	14	17	the	the	DET
cana-1983	14	18	risk	risk	NOUN
cana-1983	14	19	of	of	ADP
cana-1983	14	20	breaches	breach	NOUN
cana-1983	14	21	and	and	CCONJ
cana-1983	14	22	operational	operational	ADJ
cana-1983	14	23	disruptions	disruption	NOUN
cana-1983	14	24	.	.	PUNCT
cana-1983	15	1	cloud	cloud	ADJ
cana-1983	15	2	guardian	guardian	NOUN
cana-1983	15	3	offers	offer	VERB
cana-1983	15	4	a	a	DET
cana-1983	15	5	scalable	scalable	ADJ
cana-1983	15	6	and	and	CCONJ
cana-1983	15	7	automated	automate	VERB
cana-1983	15	8	solution	solution	NOUN
cana-1983	15	9	for	for	ADP
cana-1983	15	10	organizations	organization	NOUN
cana-1983	15	11	seeking	seek	VERB
cana-1983	15	12	to	to	PART
cana-1983	15	13	safeguard	safeguard	VERB
cana-1983	15	14	their	their	PRON
cana-1983	15	15	cloud	cloud	ADJ
cana-1983	15	16	and	and	CCONJ
cana-1983	15	17	container	container	NOUN
cana-1983	15	18	environments	environment	NOUN
cana-1983	15	19	while	while	SCONJ
cana-1983	15	20	minimizing	minimize	VERB
cana-1983	15	21	manual	manual	ADJ
cana-1983	15	22	intervention	intervention	NOUN
cana-1983	15	23	and	and	CCONJ
cana-1983	15	24	ensuring	ensure	VERB
cana-1983	15	25	continuous	continuous	ADJ
cana-1983	15	26	security	security	NOUN
cana-1983	15	27	and	and	CCONJ
cana-1983	15	28	compliance	compliance	NOUN
cana-1983	15	29	.	.	PUNCT
cana-1983	16	1	keyword	keyword	NOUN
cana-1983	16	2	:	:	PUNCT
cana-1983	16	3	cloud	cloud	PROPN
cana-1983	16	4	guardian	guardian	NOUN
cana-1983	16	5	,	,	PUNCT
cana-1983	16	6	cloud	cloud	ADJ
cana-1983	16	7	security	security	NOUN
cana-1983	16	8	,	,	PUNCT
cana-1983	16	9	cspm	cspm	NOUN
cana-1983	16	10	,	,	PUNCT
cana-1983	16	11	nist	nist	NOUN
cana-1983	16	12	1	1	NUM
cana-1983	16	13	.	.	PUNCT
cana-1983	16	14	introduction	introduction	NOUN
cana-1983	16	15	in	in	ADP
cana-1983	16	16	the	the	DET
cana-1983	16	17	era	era	NOUN
cana-1983	16	18	of	of	ADP
cana-1983	16	19	digital	digital	ADJ
cana-1983	16	20	transformation	transformation	NOUN
cana-1983	16	21	,	,	PUNCT
cana-1983	16	22	businesses	business	NOUN
cana-1983	16	23	of	of	ADP
cana-1983	16	24	all	all	DET
cana-1983	16	25	sizes	size	NOUN
cana-1983	16	26	are	be	AUX
cana-1983	16	27	increasingly	increasingly	ADV
cana-1983	16	28	migrating	migrate	VERB
cana-1983	16	29	their	their	PRON
cana-1983	16	30	infrastructure	infrastructure	NOUN
cana-1983	16	31	and	and	CCONJ
cana-1983	16	32	services	service	NOUN
cana-1983	16	33	to	to	ADP
cana-1983	16	34	the	the	DET
cana-1983	16	35	cloud	cloud	NOUN
cana-1983	16	36	.	.	PUNCT
cana-1983	17	1	the	the	DET
cana-1983	17	2	adoption	adoption	NOUN
cana-1983	17	3	of	of	ADP
cana-1983	17	4	cloud	cloud	NOUN
cana-1983	17	5	computing	computing	NOUN
cana-1983	17	6	has	have	AUX
cana-1983	17	7	revolutionized	revolutionize	VERB
cana-1983	17	8	the	the	DET
cana-1983	17	9	way	way	NOUN
cana-1983	17	10	organizations	organization	NOUN
cana-1983	17	11	operate	operate	VERB
cana-1983	17	12	,	,	PUNCT
cana-1983	17	13	providing	provide	VERB
cana-1983	17	14	them	they	PRON
cana-1983	17	15	with	with	ADP
cana-1983	17	16	greater	great	ADJ
cana-1983	17	17	flexibility	flexibility	NOUN
cana-1983	17	18	,	,	PUNCT
cana-1983	17	19	scalability	scalability	NOUN
cana-1983	17	20	,	,	PUNCT
cana-1983	17	21	and	and	CCONJ
cana-1983	17	22	cost	cost	NOUN
cana-1983	17	23	-	-	PUNCT
cana-1983	17	24	efficiency	efficiency	NOUN
cana-1983	17	25	.	.	PUNCT
cana-1983	18	1	cloud	cloud	NOUN
cana-1983	18	2	platforms	platform	NOUN
cana-1983	18	3	such	such	ADJ
cana-1983	18	4	as	as	ADP
cana-1983	18	5	amazon	amazon	PROPN
cana-1983	18	6	web	web	NOUN
cana-1983	18	7	services	service	NOUN
cana-1983	18	8	(	(	PUNCT
cana-1983	18	9	aws	aw	NOUN
cana-1983	18	10	)	)	PUNCT
cana-1983	19	1	[	[	X
cana-1983	19	2	1	1	NUM
cana-1983	19	3	]	]	PUNCT
cana-1983	19	4	,	,	PUNCT
cana-1983	19	5	microsoft	microsoft	PROPN
cana-1983	19	6	azure	azure	PROPN
cana-1983	19	7	[	[	X
cana-1983	19	8	2	2	NUM
cana-1983	19	9	]	]	PUNCT
cana-1983	19	10	,	,	PUNCT
cana-1983	19	11	and	and	CCONJ
cana-1983	19	12	google	google	PROPN
cana-1983	19	13	cloud	cloud	PROPN
cana-1983	19	14	platform	platform	NOUN
cana-1983	19	15	(	(	PUNCT
cana-1983	19	16	gcp	gcp	NOUN
cana-1983	19	17	)	)	PUNCT
cana-1983	20	1	[	[	X
cana-1983	20	2	3	3	X
cana-1983	20	3	]	]	PUNCT
cana-1983	20	4	allow	allow	VERB
cana-1983	20	5	organizations	organization	NOUN
cana-1983	20	6	to	to	PART
cana-1983	20	7	rapidly	rapidly	ADV
cana-1983	20	8	deploy	deploy	VERB
cana-1983	20	9	applications	application	NOUN
cana-1983	20	10	,	,	PUNCT
cana-1983	20	11	store	store	VERB
cana-1983	20	12	vast	vast	ADJ
cana-1983	20	13	amounts	amount	NOUN
cana-1983	20	14	of	of	ADP
cana-1983	20	15	data	datum	NOUN
cana-1983	20	16	,	,	PUNCT
cana-1983	20	17	and	and	CCONJ
cana-1983	20	18	manage	manage	VERB
cana-1983	20	19	global	global	ADJ
cana-1983	20	20	operations	operation	NOUN
cana-1983	20	21	with	with	ADP
cana-1983	20	22	ease	ease	NOUN
cana-1983	20	23	.	.	PUNCT
cana-1983	21	1	however	however	ADV
cana-1983	21	2	,	,	PUNCT
cana-1983	21	3	along	along	ADP
cana-1983	21	4	with	with	ADP
cana-1983	21	5	these	these	DET
cana-1983	21	6	benefits	benefit	NOUN
cana-1983	21	7	comes	come	VERB
cana-1983	21	8	a	a	DET
cana-1983	21	9	significant	significant	ADJ
cana-1983	21	10	challenge	challenge	NOUN
cana-1983	21	11	:	:	PUNCT
cana-1983	21	12	cloud	cloud	NOUN
cana-1983	21	13	security	security	NOUN
cana-1983	21	14	.	.	PUNCT
cana-1983	22	1	as	as	SCONJ
cana-1983	22	2	organizations	organization	NOUN
cana-1983	22	3	expand	expand	VERB
cana-1983	22	4	their	their	PRON
cana-1983	22	5	use	use	NOUN
cana-1983	22	6	of	of	ADP
cana-1983	22	7	multi	multi	ADJ
cana-1983	22	8	-	-	ADJ
cana-1983	22	9	cloud	cloud	ADJ
cana-1983	22	10	environments	environment	NOUN
cana-1983	22	11	and	and	CCONJ
cana-1983	22	12	adopt	adopt	VERB
cana-1983	22	13	containerized	containerized	ADJ
cana-1983	22	14	applications	application	NOUN
cana-1983	22	15	(	(	PUNCT
cana-1983	22	16	e.g.	e.g.	ADV
cana-1983	22	17	,	,	PUNCT
cana-1983	22	18	docker	docker	PROPN
cana-1983	22	19	,	,	PUNCT
cana-1983	22	20	kubernetes	kubernete	NOUN
cana-1983	22	21	)	)	PUNCT
cana-1983	22	22	,	,	PUNCT
cana-1983	22	23	the	the	DET
cana-1983	22	24	complexity	complexity	NOUN
cana-1983	22	25	of	of	ADP
cana-1983	22	26	managing	manage	VERB
cana-1983	22	27	and	and	CCONJ
cana-1983	22	28	securing	secure	VERB
cana-1983	22	29	cloud	cloud	NOUN
cana-1983	22	30	infrastructures	infrastructure	NOUN
cana-1983	22	31	has	have	AUX
cana-1983	22	32	grown	grow	VERB
cana-1983	22	33	communications	communication	NOUN
cana-1983	22	34	on	on	ADP
cana-1983	22	35	applied	apply	VERB
cana-1983	22	36	nonlinear	nonlinear	ADJ
cana-1983	22	37	analysis	analysis	NOUN
cana-1983	22	38	issn	issn	NOUN
cana-1983	22	39	:	:	PUNCT
cana-1983	22	40	1074	1074	NUM
cana-1983	22	41	-	-	PUNCT
cana-1983	22	42	133x	133x	NUM
cana-1983	22	43	vol	vol	NOUN
cana-1983	22	44	32	32	NUM
cana-1983	22	45	no	no	NOUN
cana-1983	22	46	.	.	NOUN
cana-1983	22	47	3	3	NUM
cana-1983	22	48	(	(	PUNCT
cana-1983	22	49	2025	2025	NUM
cana-1983	22	50	)	)	PUNCT
cana-1983	22	51	346	346	NUM
cana-1983	22	52	https://internationalpubls.com	https://internationalpubls.com	X
cana-1983	22	53	exponentially	exponentially	ADV
cana-1983	22	54	.	.	PUNCT
cana-1983	23	1	the	the	DET
cana-1983	23	2	traditional	traditional	ADJ
cana-1983	23	3	security	security	NOUN
cana-1983	23	4	models	model	NOUN
cana-1983	23	5	,	,	PUNCT
cana-1983	23	6	which	which	PRON
cana-1983	23	7	were	be	AUX
cana-1983	23	8	designed	design	VERB
cana-1983	23	9	for	for	ADP
cana-1983	23	10	on	on	ADP
cana-1983	23	11	-	-	PUNCT
cana-1983	23	12	premise	premise	NOUN
cana-1983	23	13	systems	system	NOUN
cana-1983	23	14	,	,	PUNCT
cana-1983	23	15	are	be	AUX
cana-1983	23	16	often	often	ADV
cana-1983	23	17	inadequate	inadequate	ADJ
cana-1983	23	18	for	for	ADP
cana-1983	23	19	today	today	NOUN
cana-1983	23	20	’s	’s	PART
cana-1983	23	21	dynamic	dynamic	ADJ
cana-1983	23	22	and	and	CCONJ
cana-1983	23	23	distributed	distribute	VERB
cana-1983	23	24	cloud	cloud	NOUN
cana-1983	23	25	environments	environment	NOUN
cana-1983	23	26	.	.	PUNCT
cana-1983	24	1	consequently	consequently	ADV
cana-1983	24	2	,	,	PUNCT
cana-1983	24	3	organizations	organization	NOUN
cana-1983	24	4	face	face	VERB
cana-1983	24	5	numerous	numerous	ADJ
cana-1983	24	6	challenges	challenge	NOUN
cana-1983	24	7	in	in	ADP
cana-1983	24	8	securing	secure	VERB
cana-1983	24	9	their	their	PRON
cana-1983	24	10	cloud	cloud	NOUN
cana-1983	24	11	and	and	CCONJ
cana-1983	24	12	container	container	NOUN
cana-1983	24	13	environments	environment	NOUN
cana-1983	24	14	against	against	ADP
cana-1983	24	15	an	an	DET
cana-1983	24	16	ever	ever	ADV
cana-1983	24	17	-	-	PUNCT
cana-1983	24	18	evolving	evolve	VERB
cana-1983	24	19	threat	threat	NOUN
cana-1983	24	20	landscape	landscape	NOUN
cana-1983	24	21	.	.	PUNCT
cana-1983	25	1	many	many	ADJ
cana-1983	25	2	organizations	organization	NOUN
cana-1983	25	3	are	be	AUX
cana-1983	25	4	increasingly	increasingly	ADV
cana-1983	25	5	adopting	adopt	VERB
cana-1983	25	6	multi	multi	ADJ
cana-1983	25	7	-	-	ADJ
cana-1983	25	8	cloud	cloud	ADJ
cana-1983	25	9	strategies	strategy	NOUN
cana-1983	25	10	to	to	PART
cana-1983	25	11	diversify	diversify	VERB
cana-1983	25	12	their	their	PRON
cana-1983	25	13	cloud	cloud	NOUN
cana-1983	25	14	infrastructure	infrastructure	NOUN
cana-1983	25	15	and	and	CCONJ
cana-1983	25	16	reduce	reduce	VERB
cana-1983	25	17	reliance	reliance	NOUN
cana-1983	25	18	on	on	ADP
cana-1983	25	19	a	a	DET
cana-1983	25	20	single	single	ADJ
cana-1983	25	21	provider	provider	NOUN
cana-1983	25	22	.	.	PUNCT
cana-1983	26	1	this	this	DET
cana-1983	26	2	approach	approach	NOUN
cana-1983	26	3	enables	enable	VERB
cana-1983	26	4	them	they	PRON
cana-1983	26	5	to	to	PART
cana-1983	26	6	distribute	distribute	VERB
cana-1983	26	7	workloads	workload	NOUN
cana-1983	26	8	across	across	ADP
cana-1983	26	9	platforms	platform	NOUN
cana-1983	26	10	like	like	ADP
cana-1983	26	11	aws	aw	NOUN
cana-1983	26	12	,	,	PUNCT
cana-1983	26	13	azure	azure	NOUN
cana-1983	26	14	,	,	PUNCT
cana-1983	26	15	and	and	CCONJ
cana-1983	26	16	gcp	gcp	NOUN
cana-1983	26	17	,	,	PUNCT
cana-1983	26	18	optimizing	optimize	VERB
cana-1983	26	19	costs	cost	NOUN
cana-1983	26	20	,	,	PUNCT
cana-1983	26	21	enhancing	enhance	VERB
cana-1983	26	22	performance	performance	NOUN
cana-1983	26	23	,	,	PUNCT
cana-1983	26	24	and	and	CCONJ
cana-1983	26	25	ensuring	ensure	VERB
cana-1983	26	26	resilience	resilience	NOUN
cana-1983	26	27	against	against	ADP
cana-1983	26	28	potential	potential	ADJ
cana-1983	26	29	outages	outage	NOUN
cana-1983	26	30	.	.	PUNCT
cana-1983	27	1	for	for	ADP
cana-1983	27	2	instance	instance	NOUN
cana-1983	27	3	,	,	PUNCT
cana-1983	27	4	aws	aw	NOUN
cana-1983	27	5	can	can	AUX
cana-1983	27	6	be	be	AUX
cana-1983	27	7	used	use	VERB
cana-1983	27	8	for	for	ADP
cana-1983	27	9	running	run	VERB
cana-1983	27	10	businesscritical	businesscritical	ADJ
cana-1983	27	11	applications	application	NOUN
cana-1983	27	12	,	,	PUNCT
cana-1983	27	13	azure	azure	NOUN
cana-1983	27	14	for	for	ADP
cana-1983	27	15	managing	manage	VERB
cana-1983	27	16	databases	database	NOUN
cana-1983	27	17	,	,	PUNCT
cana-1983	27	18	and	and	CCONJ
cana-1983	27	19	gcp	gcp	VERB
cana-1983	27	20	for	for	ADP
cana-1983	27	21	handling	handle	VERB
cana-1983	27	22	machine	machine	NOUN
cana-1983	27	23	learning	learning	NOUN
cana-1983	27	24	workloads	workload	NOUN
cana-1983	27	25	.	.	PUNCT
cana-1983	28	1	however	however	ADV
cana-1983	28	2	,	,	PUNCT
cana-1983	28	3	while	while	SCONJ
cana-1983	28	4	multi	multi	ADJ
cana-1983	28	5	-	-	ADJ
cana-1983	28	6	cloud	cloud	ADJ
cana-1983	28	7	strategies	strategy	NOUN
cana-1983	28	8	offer	offer	VERB
cana-1983	28	9	numerous	numerous	ADJ
cana-1983	28	10	advantages	advantage	NOUN
cana-1983	28	11	,	,	PUNCT
cana-1983	28	12	they	they	PRON
cana-1983	28	13	also	also	ADV
cana-1983	28	14	introduce	introduce	VERB
cana-1983	28	15	significant	significant	ADJ
cana-1983	28	16	security	security	NOUN
cana-1983	28	17	challenges	challenge	NOUN
cana-1983	28	18	.	.	PUNCT
cana-1983	29	1	one	one	NUM
cana-1983	29	2	key	key	ADJ
cana-1983	29	3	issue	issue	NOUN
cana-1983	29	4	is	be	AUX
cana-1983	29	5	the	the	DET
cana-1983	29	6	inconsistency	inconsistency	NOUN
cana-1983	29	7	in	in	ADP
cana-1983	29	8	security	security	NOUN
cana-1983	29	9	configurations	configuration	NOUN
cana-1983	29	10	.	.	PUNCT
cana-1983	30	1	each	each	DET
cana-1983	30	2	cloud	cloud	NOUN
cana-1983	30	3	provider	provider	NOUN
cana-1983	30	4	has	have	VERB
cana-1983	30	5	its	its	PRON
cana-1983	30	6	own	own	ADJ
cana-1983	30	7	unique	unique	ADJ
cana-1983	30	8	security	security	NOUN
cana-1983	30	9	settings	setting	NOUN
cana-1983	30	10	,	,	PUNCT
cana-1983	30	11	access	access	NOUN
cana-1983	30	12	control	control	NOUN
cana-1983	30	13	policies	policy	NOUN
cana-1983	30	14	,	,	PUNCT
cana-1983	30	15	and	and	CCONJ
cana-1983	30	16	monitoring	monitoring	NOUN
cana-1983	30	17	tools	tool	NOUN
cana-1983	30	18	,	,	PUNCT
cana-1983	30	19	making	make	VERB
cana-1983	30	20	it	it	PRON
cana-1983	30	21	difficult	difficult	ADJ
cana-1983	30	22	to	to	PART
cana-1983	30	23	manage	manage	VERB
cana-1983	30	24	security	security	NOUN
cana-1983	30	25	policies	policy	NOUN
cana-1983	30	26	uniformly	uniformly	ADV
cana-1983	30	27	across	across	ADP
cana-1983	30	28	platforms	platform	NOUN
cana-1983	30	29	[	[	X
cana-1983	30	30	4	4	NUM
cana-1983	30	31	]	]	PUNCT
cana-1983	30	32	.	.	PUNCT
cana-1983	31	1	this	this	DET
cana-1983	31	2	complexity	complexity	NOUN
cana-1983	31	3	can	can	AUX
cana-1983	31	4	lead	lead	VERB
cana-1983	31	5	to	to	ADP
cana-1983	31	6	inconsistencies	inconsistency	NOUN
cana-1983	31	7	and	and	CCONJ
cana-1983	31	8	create	create	VERB
cana-1983	31	9	security	security	NOUN
cana-1983	31	10	gaps	gap	NOUN
cana-1983	31	11	.	.	PUNCT
cana-1983	32	1	additionally	additionally	ADV
cana-1983	32	2	,	,	PUNCT
cana-1983	32	3	spreading	spread	VERB
cana-1983	32	4	resources	resource	NOUN
cana-1983	32	5	across	across	ADP
cana-1983	32	6	multiple	multiple	ADJ
cana-1983	32	7	platforms	platform	NOUN
cana-1983	32	8	increases	increase	VERB
cana-1983	32	9	the	the	DET
cana-1983	32	10	organization	organization	NOUN
cana-1983	32	11	’s	’s	PART
cana-1983	32	12	attack	attack	NOUN
cana-1983	32	13	surface	surface	NOUN
cana-1983	32	14	,	,	PUNCT
cana-1983	32	15	heightening	heighten	VERB
cana-1983	32	16	the	the	DET
cana-1983	32	17	risk	risk	NOUN
cana-1983	32	18	of	of	ADP
cana-1983	32	19	misconfigurations	misconfiguration	NOUN
cana-1983	32	20	that	that	PRON
cana-1983	32	21	could	could	AUX
cana-1983	32	22	result	result	VERB
cana-1983	32	23	in	in	ADP
cana-1983	32	24	unauthorized	unauthorized	ADJ
cana-1983	32	25	access	access	NOUN
cana-1983	32	26	,	,	PUNCT
cana-1983	32	27	data	datum	NOUN
cana-1983	32	28	breaches	breach	NOUN
cana-1983	32	29	,	,	PUNCT
cana-1983	32	30	or	or	CCONJ
cana-1983	32	31	other	other	ADJ
cana-1983	32	32	security	security	NOUN
cana-1983	32	33	incidents	incident	NOUN
cana-1983	32	34	.	.	PUNCT
cana-1983	33	1	maintaining	maintain	VERB
cana-1983	33	2	visibility	visibility	NOUN
cana-1983	33	3	and	and	CCONJ
cana-1983	33	4	control	control	NOUN
cana-1983	33	5	over	over	ADP
cana-1983	33	6	resources	resource	NOUN
cana-1983	33	7	in	in	ADP
cana-1983	33	8	a	a	DET
cana-1983	33	9	multi	multi	ADJ
cana-1983	33	10	-	-	ADJ
cana-1983	33	11	cloud	cloud	ADJ
cana-1983	33	12	environment	environment	NOUN
cana-1983	33	13	is	be	AUX
cana-1983	33	14	another	another	DET
cana-1983	33	15	challenge	challenge	NOUN
cana-1983	33	16	.	.	PUNCT
cana-1983	34	1	security	security	NOUN
cana-1983	34	2	teams	team	NOUN
cana-1983	34	3	often	often	ADV
cana-1983	34	4	struggle	struggle	VERB
cana-1983	34	5	to	to	PART
cana-1983	34	6	gain	gain	VERB
cana-1983	34	7	a	a	DET
cana-1983	34	8	unified	unified	ADJ
cana-1983	34	9	view	view	NOUN
cana-1983	34	10	of	of	ADP
cana-1983	34	11	their	their	PRON
cana-1983	34	12	infrastructure	infrastructure	NOUN
cana-1983	34	13	,	,	PUNCT
cana-1983	34	14	making	make	VERB
cana-1983	34	15	it	it	PRON
cana-1983	34	16	difficult	difficult	ADJ
cana-1983	34	17	to	to	PART
cana-1983	34	18	detect	detect	VERB
cana-1983	34	19	and	and	CCONJ
cana-1983	34	20	respond	respond	VERB
cana-1983	34	21	to	to	ADP
cana-1983	34	22	threats	threat	NOUN
cana-1983	34	23	in	in	ADP
cana-1983	34	24	real	real	ADJ
cana-1983	34	25	time	time	NOUN
cana-1983	34	26	[	[	X
cana-1983	34	27	5	5	NUM
cana-1983	34	28	]	]	PUNCT
cana-1983	34	29	.	.	PUNCT
cana-1983	35	1	the	the	DET
cana-1983	35	2	adoption	adoption	NOUN
cana-1983	35	3	of	of	ADP
cana-1983	35	4	containerization	containerization	NOUN
cana-1983	35	5	technologies	technology	NOUN
cana-1983	35	6	such	such	ADJ
cana-1983	35	7	as	as	ADP
cana-1983	35	8	docker	docker	PROPN
cana-1983	35	9	and	and	CCONJ
cana-1983	35	10	kubernetes	kubernete	NOUN
cana-1983	35	11	have	have	AUX
cana-1983	35	12	significantly	significantly	ADV
cana-1983	35	13	transformed	transform	VERB
cana-1983	35	14	cloud	cloud	NOUN
cana-1983	35	15	computing	computing	NOUN
cana-1983	35	16	.	.	PUNCT
cana-1983	36	1	containers	container	NOUN
cana-1983	36	2	enable	enable	VERB
cana-1983	36	3	organizations	organization	NOUN
cana-1983	36	4	to	to	PART
cana-1983	36	5	develop	develop	VERB
cana-1983	36	6	,	,	PUNCT
cana-1983	36	7	deploy	deploy	VERB
cana-1983	36	8	,	,	PUNCT
cana-1983	36	9	and	and	CCONJ
cana-1983	36	10	scale	scale	NOUN
cana-1983	36	11	applications	application	NOUN
cana-1983	36	12	more	more	ADV
cana-1983	36	13	efficiently	efficiently	ADV
cana-1983	36	14	by	by	ADP
cana-1983	36	15	abstracting	abstract	VERB
cana-1983	36	16	them	they	PRON
cana-1983	36	17	from	from	ADP
cana-1983	36	18	the	the	DET
cana-1983	36	19	underlying	underlie	VERB
cana-1983	36	20	infrastructure	infrastructure	NOUN
cana-1983	36	21	.	.	PUNCT
cana-1983	37	1	this	this	DET
cana-1983	37	2	abstraction	abstraction	NOUN
cana-1983	37	3	allows	allow	VERB
cana-1983	37	4	for	for	ADP
cana-1983	37	5	greater	great	ADJ
cana-1983	37	6	flexibility	flexibility	NOUN
cana-1983	37	7	and	and	CCONJ
cana-1983	37	8	resource	resource	NOUN
cana-1983	37	9	optimization	optimization	NOUN
cana-1983	37	10	,	,	PUNCT
cana-1983	37	11	making	make	VERB
cana-1983	37	12	containers	container	NOUN
cana-1983	37	13	a	a	DET
cana-1983	37	14	key	key	ADJ
cana-1983	37	15	component	component	NOUN
cana-1983	37	16	of	of	ADP
cana-1983	37	17	modern	modern	ADJ
cana-1983	37	18	cloud	cloud	ADJ
cana-1983	37	19	-	-	PUNCT
cana-1983	37	20	native	native	ADJ
cana-1983	37	21	applications	application	NOUN
cana-1983	37	22	[	[	X
cana-1983	37	23	6	6	NUM
cana-1983	37	24	]	]	PUNCT
cana-1983	37	25	.	.	PUNCT
cana-1983	38	1	they	they	PRON
cana-1983	38	2	are	be	AUX
cana-1983	38	3	particularly	particularly	ADV
cana-1983	38	4	valuable	valuable	ADJ
cana-1983	38	5	for	for	ADP
cana-1983	38	6	organizations	organization	NOUN
cana-1983	38	7	practicing	practice	VERB
cana-1983	38	8	devops	devop	NOUN
cana-1983	38	9	and	and	CCONJ
cana-1983	38	10	microservices	microservice	NOUN
cana-1983	38	11	architectures	architecture	NOUN
cana-1983	38	12	,	,	PUNCT
cana-1983	38	13	as	as	SCONJ
cana-1983	38	14	they	they	PRON
cana-1983	38	15	streamline	streamline	VERB
cana-1983	38	16	processes	process	NOUN
cana-1983	38	17	and	and	CCONJ
cana-1983	38	18	improve	improve	VERB
cana-1983	38	19	scalability	scalability	NOUN
cana-1983	38	20	[	[	X
cana-1983	38	21	7	7	NUM
cana-1983	38	22	]	]	PUNCT
cana-1983	38	23	.	.	PUNCT
cana-1983	39	1	however	however	ADV
cana-1983	39	2	,	,	PUNCT
cana-1983	39	3	despite	despite	SCONJ
cana-1983	39	4	the	the	DET
cana-1983	39	5	operational	operational	ADJ
cana-1983	39	6	benefits	benefit	NOUN
cana-1983	39	7	containers	container	NOUN
cana-1983	39	8	offer	offer	VERB
cana-1983	39	9	,	,	PUNCT
cana-1983	39	10	they	they	PRON
cana-1983	39	11	also	also	ADV
cana-1983	39	12	introduce	introduce	VERB
cana-1983	39	13	unique	unique	ADJ
cana-1983	39	14	security	security	NOUN
cana-1983	39	15	challenges	challenge	NOUN
cana-1983	39	16	.	.	PUNCT
cana-1983	40	1	one	one	NUM
cana-1983	40	2	major	major	ADJ
cana-1983	40	3	challenge	challenge	NOUN
cana-1983	40	4	is	be	AUX
cana-1983	40	5	the	the	DET
cana-1983	40	6	dynamic	dynamic	ADJ
cana-1983	40	7	nature	nature	NOUN
cana-1983	40	8	of	of	ADP
cana-1983	40	9	containers	container	NOUN
cana-1983	40	10	.	.	PUNCT
cana-1983	41	1	designed	design	VERB
cana-1983	41	2	to	to	PART
cana-1983	41	3	be	be	AUX
cana-1983	41	4	lightweight	lightweight	ADJ
cana-1983	41	5	and	and	CCONJ
cana-1983	41	6	ephemeral	ephemeral	ADJ
cana-1983	41	7	,	,	PUNCT
cana-1983	41	8	containers	container	NOUN
cana-1983	41	9	can	can	AUX
cana-1983	41	10	be	be	AUX
cana-1983	41	11	created	create	VERB
cana-1983	41	12	,	,	PUNCT
cana-1983	41	13	destroyed	destroy	VERB
cana-1983	41	14	,	,	PUNCT
cana-1983	41	15	and	and	CCONJ
cana-1983	41	16	scaled	scale	VERB
cana-1983	41	17	on	on	ADP
cana-1983	41	18	demand	demand	NOUN
cana-1983	41	19	.	.	PUNCT
cana-1983	42	1	while	while	SCONJ
cana-1983	42	2	this	this	DET
cana-1983	42	3	flexibility	flexibility	NOUN
cana-1983	42	4	enhances	enhance	VERB
cana-1983	42	5	operational	operational	ADJ
cana-1983	42	6	efficiency	efficiency	NOUN
cana-1983	42	7	,	,	PUNCT
cana-1983	42	8	it	it	PRON
cana-1983	42	9	complicates	complicate	VERB
cana-1983	42	10	security	security	NOUN
cana-1983	42	11	,	,	PUNCT
cana-1983	42	12	as	as	SCONJ
cana-1983	42	13	traditional	traditional	ADJ
cana-1983	42	14	tools	tool	NOUN
cana-1983	42	15	are	be	AUX
cana-1983	42	16	not	not	PART
cana-1983	42	17	well	well	ADV
cana-1983	42	18	-	-	PUNCT
cana-1983	42	19	suited	suit	VERB
cana-1983	42	20	to	to	PART
cana-1983	42	21	handle	handle	VERB
cana-1983	42	22	such	such	ADJ
cana-1983	42	23	dynamic	dynamic	ADJ
cana-1983	42	24	environments	environment	NOUN
cana-1983	42	25	.	.	PUNCT
cana-1983	43	1	another	another	DET
cana-1983	43	2	concern	concern	NOUN
cana-1983	43	3	is	be	AUX
cana-1983	43	4	the	the	DET
cana-1983	43	5	use	use	NOUN
cana-1983	43	6	of	of	ADP
cana-1983	43	7	vulnerable	vulnerable	ADJ
cana-1983	43	8	container	container	NOUN
cana-1983	43	9	images	image	NOUN
cana-1983	43	10	.	.	PUNCT
cana-1983	44	1	many	many	ADJ
cana-1983	44	2	containers	container	NOUN
cana-1983	44	3	rely	rely	VERB
cana-1983	44	4	on	on	ADP
cana-1983	44	5	pre	pre	ADJ
cana-1983	44	6	-	-	ADJ
cana-1983	44	7	built	build	VERB
cana-1983	44	8	images	image	NOUN
cana-1983	44	9	that	that	PRON
cana-1983	44	10	may	may	AUX
cana-1983	44	11	contain	contain	VERB
cana-1983	44	12	outdated	outdated	ADJ
cana-1983	44	13	software	software	NOUN
cana-1983	44	14	or	or	CCONJ
cana-1983	44	15	known	know	VERB
cana-1983	44	16	vulnerabilities	vulnerability	NOUN
cana-1983	44	17	,	,	PUNCT
cana-1983	44	18	posing	pose	VERB
cana-1983	44	19	a	a	DET
cana-1983	44	20	risk	risk	NOUN
cana-1983	44	21	to	to	ADP
cana-1983	44	22	the	the	DET
cana-1983	44	23	overall	overall	ADJ
cana-1983	44	24	security	security	NOUN
cana-1983	44	25	posture	posture	NOUN
cana-1983	44	26	.	.	PUNCT
cana-1983	45	1	security	security	NOUN
cana-1983	45	2	teams	team	NOUN
cana-1983	45	3	must	must	AUX
cana-1983	45	4	ensure	ensure	VERB
cana-1983	45	5	that	that	SCONJ
cana-1983	45	6	all	all	DET
cana-1983	45	7	container	container	NOUN
cana-1983	45	8	images	image	NOUN
cana-1983	45	9	are	be	AUX
cana-1983	45	10	thoroughly	thoroughly	ADV
cana-1983	45	11	vetted	vet	VERB
cana-1983	45	12	for	for	ADP
cana-1983	45	13	vulnerabilities	vulnerability	NOUN
cana-1983	45	14	before	before	ADP
cana-1983	45	15	deployment	deployment	NOUN
cana-1983	45	16	.	.	PUNCT
cana-1983	46	1	in	in	ADP
cana-1983	46	2	addition	addition	NOUN
cana-1983	46	3	to	to	ADP
cana-1983	46	4	these	these	DET
cana-1983	46	5	challenges	challenge	NOUN
cana-1983	46	6	,	,	PUNCT
cana-1983	46	7	kubernetes	kubernete	NOUN
cana-1983	46	8	—	—	PUNCT
cana-1983	46	9	the	the	DET
cana-1983	46	10	most	most	ADV
cana-1983	46	11	widely	widely	ADV
cana-1983	46	12	used	use	VERB
cana-1983	46	13	container	container	NOUN
cana-1983	46	14	orchestration	orchestration	NOUN
cana-1983	46	15	platform	platform	NOUN
cana-1983	46	16	—	—	PUNCT
cana-1983	46	17	introduces	introduce	VERB
cana-1983	46	18	its	its	PRON
cana-1983	46	19	own	own	ADJ
cana-1983	46	20	security	security	NOUN
cana-1983	46	21	risks	risk	NOUN
cana-1983	46	22	.	.	PUNCT
cana-1983	47	1	misconfigurations	misconfiguration	NOUN
cana-1983	47	2	in	in	ADP
cana-1983	47	3	kubernetes	kubernete	NOUN
cana-1983	47	4	clusters	cluster	NOUN
cana-1983	47	5	,	,	PUNCT
cana-1983	47	6	such	such	ADJ
cana-1983	47	7	as	as	ADP
cana-1983	47	8	improperly	improperly	ADV
cana-1983	47	9	defined	define	VERB
cana-1983	47	10	role	role	NOUN
cana-1983	47	11	-	-	PUNCT
cana-1983	47	12	based	base	VERB
cana-1983	47	13	access	access	NOUN
cana-1983	47	14	controls	control	NOUN
cana-1983	47	15	(	(	PUNCT
cana-1983	47	16	rbac	rbac	NOUN
cana-1983	47	17	)	)	PUNCT
cana-1983	47	18	or	or	CCONJ
cana-1983	47	19	insecure	insecure	ADJ
cana-1983	47	20	network	network	NOUN
cana-1983	47	21	policies	policy	NOUN
cana-1983	47	22	,	,	PUNCT
cana-1983	47	23	can	can	AUX
cana-1983	47	24	expose	expose	VERB
cana-1983	47	25	containers	container	NOUN
cana-1983	47	26	to	to	ADP
cana-1983	47	27	unauthorized	unauthorized	ADJ
cana-1983	47	28	access	access	NOUN
cana-1983	47	29	or	or	CCONJ
cana-1983	47	30	exploitation	exploitation	NOUN
cana-1983	47	31	[	[	X
cana-1983	47	32	8	8	NUM
cana-1983	47	33	]	]	PUNCT
cana-1983	47	34	.	.	PUNCT
cana-1983	48	1	as	as	SCONJ
cana-1983	48	2	organizations	organization	NOUN
cana-1983	48	3	scale	scale	VERB
cana-1983	48	4	their	their	PRON
cana-1983	48	5	container	container	NOUN
cana-1983	48	6	usage	usage	NOUN
cana-1983	48	7	,	,	PUNCT
cana-1983	48	8	the	the	DET
cana-1983	48	9	complexity	complexity	NOUN
cana-1983	48	10	of	of	ADP
cana-1983	48	11	managing	manage	VERB
cana-1983	48	12	security	security	NOUN
cana-1983	48	13	also	also	ADV
cana-1983	48	14	increases	increase	VERB
cana-1983	48	15	.	.	PUNCT
cana-1983	49	1	monitoring	monitoring	NOUN
cana-1983	49	2	workloads	workload	NOUN
cana-1983	49	3	,	,	PUNCT
cana-1983	49	4	enforcing	enforce	VERB
cana-1983	49	5	security	security	NOUN
cana-1983	49	6	compliance	compliance	NOUN
cana-1983	49	7	,	,	PUNCT
cana-1983	49	8	and	and	CCONJ
cana-1983	49	9	maintaining	maintain	VERB
cana-1983	49	10	robust	robust	ADJ
cana-1983	49	11	security	security	NOUN
cana-1983	49	12	policies	policy	NOUN
cana-1983	49	13	become	become	VERB
cana-1983	49	14	more	more	ADV
cana-1983	49	15	difficult	difficult	ADJ
cana-1983	49	16	as	as	SCONJ
cana-1983	49	17	the	the	DET
cana-1983	49	18	environment	environment	NOUN
cana-1983	49	19	grows	grow	VERB
cana-1983	49	20	in	in	ADP
cana-1983	49	21	size	size	NOUN
cana-1983	49	22	and	and	CCONJ
cana-1983	49	23	complexity	complexity	NOUN
cana-1983	49	24	.	.	PUNCT
cana-1983	50	1	these	these	DET
cana-1983	50	2	challenges	challenge	NOUN
cana-1983	50	3	underscore	underscore	VERB
cana-1983	50	4	the	the	DET
cana-1983	50	5	need	need	NOUN
cana-1983	50	6	for	for	ADP
cana-1983	50	7	specialized	specialized	ADJ
cana-1983	50	8	security	security	NOUN
cana-1983	50	9	strategies	strategy	NOUN
cana-1983	50	10	and	and	CCONJ
cana-1983	50	11	tools	tool	NOUN
cana-1983	50	12	to	to	PART
cana-1983	50	13	manage	manage	VERB
cana-1983	50	14	the	the	DET
cana-1983	50	15	risks	risk	NOUN
cana-1983	50	16	associated	associate	VERB
cana-1983	50	17	with	with	ADP
cana-1983	50	18	containerized	containerized	ADJ
cana-1983	50	19	environments	environment	NOUN
cana-1983	50	20	.	.	PUNCT
cana-1983	51	1	the	the	DET
cana-1983	51	2	complexity	complexity	NOUN
cana-1983	51	3	of	of	ADP
cana-1983	51	4	multi	multi	ADJ
cana-1983	51	5	-	-	ADJ
cana-1983	51	6	cloud	cloud	ADJ
cana-1983	51	7	and	and	CCONJ
cana-1983	51	8	containerized	containerized	ADJ
cana-1983	51	9	environments	environment	NOUN
cana-1983	51	10	has	have	AUX
cana-1983	51	11	led	lead	VERB
cana-1983	51	12	to	to	ADP
cana-1983	51	13	a	a	DET
cana-1983	51	14	growing	grow	VERB
cana-1983	51	15	number	number	NOUN
cana-1983	51	16	of	of	ADP
cana-1983	51	17	security	security	NOUN
cana-1983	51	18	challenges	challenge	NOUN
cana-1983	51	19	.	.	PUNCT
cana-1983	52	1	one	one	NUM
cana-1983	52	2	of	of	ADP
cana-1983	52	3	the	the	DET
cana-1983	52	4	most	most	ADV
cana-1983	52	5	prominent	prominent	ADJ
cana-1983	52	6	issues	issue	NOUN
cana-1983	52	7	is	be	AUX
cana-1983	52	8	misconfigurations	misconfiguration	NOUN
cana-1983	52	9	.	.	PUNCT
cana-1983	53	1	numerous	numerous	ADJ
cana-1983	53	2	studies	study	NOUN
cana-1983	53	3	highlight	highlight	VERB
cana-1983	53	4	that	that	SCONJ
cana-1983	53	5	misconfigurations	misconfiguration	NOUN
cana-1983	53	6	are	be	AUX
cana-1983	53	7	among	among	ADP
cana-1983	53	8	the	the	DET
cana-1983	53	9	leading	lead	VERB
cana-1983	53	10	causes	cause	NOUN
cana-1983	53	11	of	of	ADP
cana-1983	53	12	security	security	NOUN
cana-1983	53	13	breaches	breach	NOUN
cana-1983	53	14	in	in	ADP
cana-1983	53	15	cloud	cloud	ADJ
cana-1983	53	16	environments	environment	NOUN
cana-1983	53	17	.	.	PUNCT
cana-1983	54	1	misconfigured	misconfigured	ADJ
cana-1983	54	2	storage	storage	NOUN
cana-1983	54	3	buckets	bucket	NOUN
cana-1983	54	4	,	,	PUNCT
cana-1983	54	5	network	network	NOUN
cana-1983	54	6	settings	setting	NOUN
cana-1983	54	7	,	,	PUNCT
cana-1983	54	8	or	or	CCONJ
cana-1983	54	9	access	access	NOUN
cana-1983	54	10	controls	control	NOUN
cana-1983	54	11	can	can	AUX
cana-1983	54	12	inadvertently	inadvertently	ADV
cana-1983	54	13	expose	expose	VERB
cana-1983	54	14	sensitive	sensitive	ADJ
cana-1983	54	15	data	datum	NOUN
cana-1983	54	16	to	to	ADP
cana-1983	54	17	unauthorized	unauthorized	ADJ
cana-1983	54	18	users	user	NOUN
cana-1983	54	19	,	,	PUNCT
cana-1983	54	20	putting	put	VERB
cana-1983	54	21	organizations	organization	NOUN
cana-1983	54	22	at	at	ADP
cana-1983	54	23	significant	significant	ADJ
cana-1983	54	24	risk	risk	NOUN
cana-1983	54	25	.	.	PUNCT
cana-1983	55	1	another	another	DET
cana-1983	55	2	challenge	challenge	NOUN
cana-1983	55	3	is	be	AUX
cana-1983	55	4	the	the	DET
cana-1983	55	5	lack	lack	NOUN
cana-1983	55	6	of	of	ADP
cana-1983	55	7	communications	communication	NOUN
cana-1983	55	8	on	on	ADP
cana-1983	55	9	applied	apply	VERB
cana-1983	55	10	nonlinear	nonlinear	ADJ
cana-1983	55	11	analysis	analysis	NOUN
cana-1983	55	12	issn	issn	NOUN
cana-1983	55	13	:	:	PUNCT
cana-1983	55	14	1074	1074	NUM
cana-1983	55	15	-	-	PUNCT
cana-1983	55	16	133x	133x	NUM
cana-1983	55	17	vol	vol	NOUN
cana-1983	55	18	32	32	NUM
cana-1983	55	19	no	no	NOUN
cana-1983	55	20	.	.	NOUN
cana-1983	55	21	3	3	NUM
cana-1983	55	22	(	(	PUNCT
cana-1983	55	23	2025	2025	NUM
cana-1983	55	24	)	)	PUNCT
cana-1983	55	25	347	347	NUM
cana-1983	55	26	https://internationalpubls.com	https://internationalpubls.com	X
cana-1983	55	27	automation	automation	NOUN
cana-1983	55	28	in	in	ADP
cana-1983	55	29	cloud	cloud	NOUN
cana-1983	55	30	security	security	NOUN
cana-1983	55	31	management	management	NOUN
cana-1983	55	32	.	.	PUNCT
cana-1983	56	1	many	many	ADJ
cana-1983	56	2	organizations	organization	NOUN
cana-1983	56	3	still	still	ADV
cana-1983	56	4	rely	rely	VERB
cana-1983	56	5	on	on	ADP
cana-1983	56	6	manual	manual	ADJ
cana-1983	56	7	processes	process	NOUN
cana-1983	56	8	to	to	PART
cana-1983	56	9	oversee	oversee	VERB
cana-1983	56	10	security	security	NOUN
cana-1983	56	11	,	,	PUNCT
cana-1983	56	12	which	which	PRON
cana-1983	56	13	is	be	AUX
cana-1983	56	14	both	both	CCONJ
cana-1983	56	15	inefficient	inefficient	ADJ
cana-1983	56	16	and	and	CCONJ
cana-1983	56	17	prone	prone	ADJ
cana-1983	56	18	to	to	ADP
cana-1983	56	19	human	human	ADJ
cana-1983	56	20	error	error	NOUN
cana-1983	56	21	.	.	PUNCT
cana-1983	57	1	without	without	ADP
cana-1983	57	2	automation	automation	NOUN
cana-1983	57	3	,	,	PUNCT
cana-1983	57	4	security	security	NOUN
cana-1983	57	5	teams	team	NOUN
cana-1983	57	6	struggle	struggle	VERB
cana-1983	57	7	to	to	PART
cana-1983	57	8	keep	keep	VERB
cana-1983	57	9	pace	pace	NOUN
cana-1983	57	10	with	with	ADP
cana-1983	57	11	the	the	DET
cana-1983	57	12	rapid	rapid	ADJ
cana-1983	57	13	deployment	deployment	NOUN
cana-1983	57	14	of	of	ADP
cana-1983	57	15	cloud	cloud	ADJ
cana-1983	57	16	resources	resource	NOUN
cana-1983	57	17	and	and	CCONJ
cana-1983	57	18	the	the	DET
cana-1983	57	19	increasing	increase	VERB
cana-1983	57	20	number	number	NOUN
cana-1983	57	21	of	of	ADP
cana-1983	57	22	vulnerabilities	vulnerability	NOUN
cana-1983	57	23	that	that	PRON
cana-1983	57	24	need	need	VERB
cana-1983	57	25	to	to	PART
cana-1983	57	26	be	be	AUX
cana-1983	57	27	addressed	address	VERB
cana-1983	57	28	[	[	PUNCT
cana-1983	57	29	9	9	NUM
cana-1983	57	30	]	]	PUNCT
cana-1983	57	31	.	.	PUNCT
cana-1983	58	1	threat	threat	NOUN
cana-1983	58	2	detection	detection	NOUN
cana-1983	58	3	and	and	CCONJ
cana-1983	58	4	response	response	NOUN
cana-1983	58	5	also	also	ADV
cana-1983	58	6	present	present	VERB
cana-1983	58	7	significant	significant	ADJ
cana-1983	58	8	difficulties	difficulty	NOUN
cana-1983	58	9	.	.	PUNCT
cana-1983	59	1	cloud	cloud	ADJ
cana-1983	59	2	environments	environment	NOUN
cana-1983	59	3	are	be	AUX
cana-1983	59	4	continuously	continuously	ADV
cana-1983	59	5	targeted	target	VERB
cana-1983	59	6	by	by	ADP
cana-1983	59	7	sophisticated	sophisticated	ADJ
cana-1983	59	8	cyberattacks	cyberattack	NOUN
cana-1983	59	9	,	,	PUNCT
cana-1983	59	10	including	include	VERB
cana-1983	59	11	ransomware	ransomware	NOUN
cana-1983	59	12	,	,	PUNCT
cana-1983	59	13	phishing	phishing	NOUN
cana-1983	59	14	,	,	PUNCT
cana-1983	59	15	and	and	CCONJ
cana-1983	59	16	insider	insider	NOUN
cana-1983	59	17	threats	threat	NOUN
cana-1983	59	18	.	.	PUNCT
cana-1983	60	1	the	the	DET
cana-1983	60	2	ability	ability	NOUN
cana-1983	60	3	to	to	PART
cana-1983	60	4	detect	detect	VERB
cana-1983	60	5	these	these	DET
cana-1983	60	6	threats	threat	NOUN
cana-1983	60	7	in	in	ADP
cana-1983	60	8	real	real	ADJ
cana-1983	60	9	time	time	NOUN
cana-1983	60	10	and	and	CCONJ
cana-1983	60	11	respond	respond	VERB
cana-1983	60	12	swiftly	swiftly	ADV
cana-1983	60	13	is	be	AUX
cana-1983	60	14	crucial	crucial	ADJ
cana-1983	60	15	to	to	ADP
cana-1983	60	16	minimizing	minimize	VERB
cana-1983	60	17	the	the	DET
cana-1983	60	18	impact	impact	NOUN
cana-1983	60	19	of	of	ADP
cana-1983	60	20	security	security	NOUN
cana-1983	60	21	incidents	incident	NOUN
cana-1983	60	22	.	.	PUNCT
cana-1983	61	1	moreover	moreover	ADV
cana-1983	61	2	,	,	PUNCT
cana-1983	61	3	organizations	organization	NOUN
cana-1983	61	4	must	must	AUX
cana-1983	61	5	navigate	navigate	VERB
cana-1983	61	6	complex	complex	ADJ
cana-1983	61	7	compliance	compliance	NOUN
cana-1983	61	8	and	and	CCONJ
cana-1983	61	9	regulatory	regulatory	ADJ
cana-1983	61	10	requirements	requirement	NOUN
cana-1983	61	11	as	as	SCONJ
cana-1983	61	12	they	they	PRON
cana-1983	61	13	handle	handle	VERB
cana-1983	61	14	more	more	ADV
cana-1983	61	15	sensitive	sensitive	ADJ
cana-1983	61	16	data	datum	NOUN
cana-1983	61	17	in	in	ADP
cana-1983	61	18	the	the	DET
cana-1983	61	19	cloud	cloud	NOUN
cana-1983	61	20	.	.	PUNCT
cana-1983	62	1	regulations	regulation	NOUN
cana-1983	62	2	such	such	ADJ
cana-1983	62	3	as	as	ADP
cana-1983	62	4	gdpr	gdpr	NOUN
cana-1983	62	5	,	,	PUNCT
cana-1983	62	6	hipaa	hipaa	NOUN
cana-1983	62	7	,	,	PUNCT
cana-1983	62	8	pci	pci	ADJ
cana-1983	62	9	-	-	PUNCT
cana-1983	62	10	dss	dss	NOUN
cana-1983	62	11	,	,	PUNCT
cana-1983	62	12	and	and	CCONJ
cana-1983	62	13	sox	sox	PROPN
cana-1983	62	14	impose	impose	VERB
cana-1983	62	15	strict	strict	ADJ
cana-1983	62	16	standards	standard	NOUN
cana-1983	62	17	,	,	PUNCT
cana-1983	62	18	and	and	CCONJ
cana-1983	62	19	ensuring	ensure	VERB
cana-1983	62	20	compliance	compliance	NOUN
cana-1983	62	21	across	across	ADP
cana-1983	62	22	multiple	multiple	ADJ
cana-1983	62	23	cloud	cloud	NOUN
cana-1983	62	24	platforms	platform	NOUN
cana-1983	62	25	and	and	CCONJ
cana-1983	62	26	container	container	NOUN
cana-1983	62	27	environments	environment	NOUN
cana-1983	62	28	is	be	AUX
cana-1983	62	29	an	an	DET
cana-1983	62	30	overwhelming	overwhelming	ADJ
cana-1983	62	31	and	and	CCONJ
cana-1983	62	32	ongoing	ongoing	ADJ
cana-1983	62	33	challenge	challenge	NOUN
cana-1983	62	34	for	for	ADP
cana-1983	62	35	security	security	NOUN
cana-1983	62	36	teams	team	NOUN
cana-1983	62	37	.	.	PUNCT
cana-1983	63	1	these	these	DET
cana-1983	63	2	challenges	challenge	NOUN
cana-1983	63	3	underscore	underscore	VERB
cana-1983	63	4	the	the	DET
cana-1983	63	5	need	need	NOUN
cana-1983	63	6	for	for	ADP
cana-1983	63	7	robust	robust	ADJ
cana-1983	63	8	,	,	PUNCT
cana-1983	63	9	automated	automate	VERB
cana-1983	63	10	security	security	NOUN
cana-1983	63	11	solutions	solution	NOUN
cana-1983	63	12	to	to	PART
cana-1983	63	13	mitigate	mitigate	VERB
cana-1983	63	14	risks	risk	NOUN
cana-1983	63	15	and	and	CCONJ
cana-1983	63	16	ensure	ensure	VERB
cana-1983	63	17	compliance	compliance	NOUN
cana-1983	63	18	in	in	ADP
cana-1983	63	19	modern	modern	ADJ
cana-1983	63	20	cloud	cloud	ADJ
cana-1983	63	21	environments	environment	NOUN
cana-1983	64	1	[	[	X
cana-1983	64	2	9][10	9][10	NUM
cana-1983	64	3	]	]	PUNCT
cana-1983	64	4	.	.	PUNCT
cana-1983	65	1	motivation	motivation	NOUN
cana-1983	65	2	given	give	VERB
cana-1983	65	3	the	the	DET
cana-1983	65	4	complexity	complexity	NOUN
cana-1983	65	5	and	and	CCONJ
cana-1983	65	6	challenges	challenge	NOUN
cana-1983	65	7	of	of	ADP
cana-1983	65	8	managing	manage	VERB
cana-1983	65	9	security	security	NOUN
cana-1983	65	10	in	in	ADP
cana-1983	65	11	multi	multi	ADJ
cana-1983	65	12	-	-	ADJ
cana-1983	65	13	cloud	cloud	ADJ
cana-1983	65	14	and	and	CCONJ
cana-1983	65	15	containerized	containerized	ADJ
cana-1983	65	16	environments	environment	NOUN
cana-1983	65	17	,	,	PUNCT
cana-1983	65	18	organizations	organization	NOUN
cana-1983	65	19	are	be	AUX
cana-1983	65	20	increasingly	increasingly	ADV
cana-1983	65	21	adopting	adopt	VERB
cana-1983	65	22	cspm	cspm	NOUN
cana-1983	65	23	solutions	solution	NOUN
cana-1983	65	24	.	.	PUNCT
cana-1983	66	1	cspm	cspm	NOUN
cana-1983	66	2	platforms	platform	NOUN
cana-1983	66	3	,	,	PUNCT
cana-1983	66	4	like	like	ADP
cana-1983	66	5	cloud	cloud	NOUN
cana-1983	66	6	guardian	guardian	NOUN
cana-1983	66	7	,	,	PUNCT
cana-1983	66	8	offer	offer	VERB
cana-1983	66	9	the	the	DET
cana-1983	66	10	necessary	necessary	ADJ
cana-1983	66	11	tools	tool	NOUN
cana-1983	66	12	for	for	ADP
cana-1983	66	13	continuously	continuously	ADV
cana-1983	66	14	monitoring	monitor	VERB
cana-1983	66	15	cloud	cloud	ADJ
cana-1983	66	16	environments	environment	NOUN
cana-1983	66	17	,	,	PUNCT
cana-1983	66	18	enforcing	enforce	VERB
cana-1983	66	19	security	security	NOUN
cana-1983	66	20	policies	policy	NOUN
cana-1983	66	21	,	,	PUNCT
cana-1983	66	22	and	and	CCONJ
cana-1983	66	23	automatically	automatically	ADV
cana-1983	66	24	detecting	detect	VERB
cana-1983	66	25	and	and	CCONJ
cana-1983	66	26	remediating	remediate	VERB
cana-1983	66	27	misconfigurations	misconfiguration	NOUN
cana-1983	66	28	and	and	CCONJ
cana-1983	66	29	vulnerabilities	vulnerability	NOUN
cana-1983	66	30	.	.	PUNCT
cana-1983	67	1	cspm	cspm	NOUN
cana-1983	67	2	platforms	platform	NOUN
cana-1983	67	3	address	address	VERB
cana-1983	67	4	several	several	ADJ
cana-1983	67	5	key	key	ADJ
cana-1983	67	6	security	security	NOUN
cana-1983	67	7	challenges	challenge	NOUN
cana-1983	67	8	.	.	PUNCT
cana-1983	68	1	first	first	ADV
cana-1983	68	2	,	,	PUNCT
cana-1983	68	3	they	they	PRON
cana-1983	68	4	automate	automate	VERB
cana-1983	68	5	security	security	NOUN
cana-1983	68	6	assessments	assessment	NOUN
cana-1983	68	7	by	by	ADP
cana-1983	68	8	continuously	continuously	ADV
cana-1983	68	9	scanning	scan	VERB
cana-1983	68	10	cloud	cloud	NOUN
cana-1983	68	11	and	and	CCONJ
cana-1983	68	12	container	container	NOUN
cana-1983	68	13	environments	environment	NOUN
cana-1983	68	14	for	for	ADP
cana-1983	68	15	misconfigurations	misconfiguration	NOUN
cana-1983	68	16	and	and	CCONJ
cana-1983	68	17	vulnerabilities	vulnerability	NOUN
cana-1983	68	18	,	,	PUNCT
cana-1983	68	19	significantly	significantly	ADV
cana-1983	68	20	reducing	reduce	VERB
cana-1983	68	21	the	the	DET
cana-1983	68	22	reliance	reliance	NOUN
cana-1983	68	23	on	on	ADP
cana-1983	68	24	manual	manual	ADJ
cana-1983	68	25	audits	audits	NOUN
cana-1983	68	26	.	.	PUNCT
cana-1983	69	1	this	this	DET
cana-1983	69	2	automation	automation	NOUN
cana-1983	69	3	not	not	PART
cana-1983	69	4	only	only	ADV
cana-1983	69	5	enhances	enhance	VERB
cana-1983	69	6	efficiency	efficiency	NOUN
cana-1983	69	7	but	but	CCONJ
cana-1983	69	8	also	also	ADV
cana-1983	69	9	minimizes	minimize	VERB
cana-1983	69	10	human	human	ADJ
cana-1983	69	11	error	error	NOUN
cana-1983	69	12	.	.	PUNCT
cana-1983	70	1	second	second	ADJ
cana-1983	70	2	,	,	PUNCT
cana-1983	70	3	cspm	cspm	NOUN
cana-1983	70	4	solutions	solution	NOUN
cana-1983	70	5	ensure	ensure	VERB
cana-1983	70	6	consistent	consistent	ADJ
cana-1983	70	7	enforcement	enforcement	NOUN
cana-1983	70	8	of	of	ADP
cana-1983	70	9	security	security	NOUN
cana-1983	70	10	policies	policy	NOUN
cana-1983	70	11	across	across	ADP
cana-1983	70	12	all	all	DET
cana-1983	70	13	cloud	cloud	NOUN
cana-1983	70	14	platforms	platform	NOUN
cana-1983	70	15	and	and	CCONJ
cana-1983	70	16	containerized	containerized	ADJ
cana-1983	70	17	environments	environment	NOUN
cana-1983	70	18	.	.	PUNCT
cana-1983	71	1	by	by	ADP
cana-1983	71	2	applying	apply	VERB
cana-1983	71	3	uniform	uniform	ADJ
cana-1983	71	4	security	security	NOUN
cana-1983	71	5	measures	measure	NOUN
cana-1983	71	6	,	,	PUNCT
cana-1983	71	7	they	they	PRON
cana-1983	71	8	help	help	VERB
cana-1983	71	9	prevent	prevent	VERB
cana-1983	71	10	gaps	gap	NOUN
cana-1983	71	11	that	that	PRON
cana-1983	71	12	could	could	AUX
cana-1983	71	13	lead	lead	VERB
cana-1983	71	14	to	to	ADP
cana-1983	71	15	vulnerabilities	vulnerability	NOUN
cana-1983	71	16	[	[	X
cana-1983	71	17	11	11	NUM
cana-1983	71	18	]	]	X
cana-1983	72	1	[	[	X
cana-1983	72	2	12	12	NUM
cana-1983	72	3	]	]	PUNCT
cana-1983	72	4	.	.	PUNCT
cana-1983	73	1	additionally	additionally	ADV
cana-1983	73	2	,	,	PUNCT
cana-1983	73	3	cspm	cspm	NOUN
cana-1983	73	4	platforms	platform	NOUN
cana-1983	73	5	provide	provide	VERB
cana-1983	73	6	real	real	ADJ
cana-1983	73	7	-	-	PUNCT
cana-1983	73	8	time	time	NOUN
cana-1983	73	9	threat	threat	NOUN
cana-1983	73	10	intelligence	intelligence	NOUN
cana-1983	73	11	,	,	PUNCT
cana-1983	73	12	integrating	integrate	VERB
cana-1983	73	13	live	live	ADJ
cana-1983	73	14	feeds	feed	NOUN
cana-1983	73	15	to	to	PART
cana-1983	73	16	help	help	VERB
cana-1983	73	17	organizations	organization	NOUN
cana-1983	73	18	detect	detect	VERB
cana-1983	73	19	and	and	CCONJ
cana-1983	73	20	respond	respond	VERB
cana-1983	73	21	to	to	ADP
cana-1983	73	22	emerging	emerge	VERB
cana-1983	73	23	threats	threat	NOUN
cana-1983	73	24	more	more	ADV
cana-1983	73	25	quickly	quickly	ADV
cana-1983	73	26	.	.	PUNCT
cana-1983	74	1	this	this	DET
cana-1983	74	2	capability	capability	NOUN
cana-1983	74	3	allows	allow	VERB
cana-1983	74	4	security	security	NOUN
cana-1983	74	5	teams	team	NOUN
cana-1983	74	6	to	to	PART
cana-1983	74	7	stay	stay	VERB
cana-1983	74	8	ahead	ahead	ADV
cana-1983	74	9	of	of	ADP
cana-1983	74	10	potential	potential	ADJ
cana-1983	74	11	attacks	attack	NOUN
cana-1983	74	12	.	.	PUNCT
cana-1983	75	1	furthermore	furthermore	ADV
cana-1983	75	2	,	,	PUNCT
cana-1983	75	3	cspm	cspm	NOUN
cana-1983	75	4	tools	tool	NOUN
cana-1983	75	5	assist	assist	VERB
cana-1983	75	6	organizations	organization	NOUN
cana-1983	75	7	in	in	ADP
cana-1983	75	8	meeting	meet	VERB
cana-1983	75	9	compliance	compliance	NOUN
cana-1983	75	10	requirements	requirement	NOUN
cana-1983	75	11	by	by	ADP
cana-1983	75	12	continuously	continuously	ADV
cana-1983	75	13	monitoring	monitor	VERB
cana-1983	75	14	security	security	NOUN
cana-1983	75	15	configurations	configuration	NOUN
cana-1983	75	16	.	.	PUNCT
cana-1983	76	1	they	they	PRON
cana-1983	76	2	also	also	ADV
cana-1983	76	3	generate	generate	VERB
cana-1983	76	4	reports	report	NOUN
cana-1983	76	5	on	on	ADP
cana-1983	76	6	compliance	compliance	NOUN
cana-1983	76	7	with	with	ADP
cana-1983	76	8	standards	standard	NOUN
cana-1983	76	9	such	such	ADJ
cana-1983	76	10	as	as	ADP
cana-1983	76	11	cis	cis	NOUN
cana-1983	76	12	,	,	PUNCT
cana-1983	76	13	nist	nist	NOUN
cana-1983	76	14	,	,	PUNCT
cana-1983	76	15	and	and	CCONJ
cana-1983	76	16	gdpr	gdpr	NOUN
cana-1983	76	17	,	,	PUNCT
cana-1983	76	18	ensuring	ensure	VERB
cana-1983	76	19	that	that	SCONJ
cana-1983	76	20	organizations	organization	NOUN
cana-1983	76	21	stay	stay	VERB
cana-1983	76	22	aligned	aligned	ADJ
cana-1983	76	23	with	with	ADP
cana-1983	76	24	regulatory	regulatory	ADJ
cana-1983	76	25	obligations	obligation	NOUN
cana-1983	76	26	.	.	PUNCT
cana-1983	77	1	problem	problem	NOUN
cana-1983	77	2	statement	statement	NOUN
cana-1983	77	3	in	in	ADP
cana-1983	77	4	the	the	DET
cana-1983	77	5	evolving	evolve	VERB
cana-1983	77	6	digital	digital	ADJ
cana-1983	77	7	landscape	landscape	NOUN
cana-1983	77	8	,	,	PUNCT
cana-1983	77	9	organizations	organization	NOUN
cana-1983	77	10	are	be	AUX
cana-1983	77	11	increasingly	increasingly	ADV
cana-1983	77	12	adopting	adopt	VERB
cana-1983	77	13	multi	multi	ADJ
cana-1983	77	14	-	-	ADJ
cana-1983	77	15	cloud	cloud	ADJ
cana-1983	77	16	environments	environment	NOUN
cana-1983	77	17	and	and	CCONJ
cana-1983	77	18	containerized	containerize	VERB
cana-1983	77	19	applications	application	NOUN
cana-1983	77	20	to	to	PART
cana-1983	77	21	enhance	enhance	VERB
cana-1983	77	22	scalability	scalability	NOUN
cana-1983	77	23	,	,	PUNCT
cana-1983	77	24	agility	agility	NOUN
cana-1983	77	25	,	,	PUNCT
cana-1983	77	26	and	and	CCONJ
cana-1983	77	27	efficiency	efficiency	NOUN
cana-1983	77	28	.	.	PUNCT
cana-1983	78	1	while	while	SCONJ
cana-1983	78	2	these	these	DET
cana-1983	78	3	technologies	technology	NOUN
cana-1983	78	4	offer	offer	VERB
cana-1983	78	5	significant	significant	ADJ
cana-1983	78	6	operational	operational	ADJ
cana-1983	78	7	benefits	benefit	NOUN
cana-1983	78	8	,	,	PUNCT
cana-1983	78	9	they	they	PRON
cana-1983	78	10	also	also	ADV
cana-1983	78	11	introduce	introduce	VERB
cana-1983	78	12	a	a	DET
cana-1983	78	13	host	host	NOUN
cana-1983	78	14	of	of	ADP
cana-1983	78	15	security	security	NOUN
cana-1983	78	16	challenges	challenge	NOUN
cana-1983	78	17	.	.	PUNCT
cana-1983	79	1	managing	manage	VERB
cana-1983	79	2	security	security	NOUN
cana-1983	79	3	across	across	ADP
cana-1983	79	4	multiple	multiple	ADJ
cana-1983	79	5	cloud	cloud	NOUN
cana-1983	79	6	platforms	platform	NOUN
cana-1983	79	7	(	(	PUNCT
cana-1983	79	8	e.g.	e.g.	ADV
cana-1983	79	9	,	,	PUNCT
cana-1983	79	10	aws	aw	NOUN
cana-1983	79	11	,	,	PUNCT
cana-1983	79	12	azure	azure	NOUN
cana-1983	79	13	,	,	PUNCT
cana-1983	79	14	gcp	gcp	ADJ
cana-1983	79	15	)	)	PUNCT
cana-1983	79	16	and	and	CCONJ
cana-1983	79	17	container	container	NOUN
cana-1983	79	18	orchestration	orchestration	NOUN
cana-1983	79	19	systems	system	NOUN
cana-1983	79	20	(	(	PUNCT
cana-1983	79	21	e.g.	e.g.	ADV
cana-1983	79	22	,	,	PUNCT
cana-1983	79	23	docker	docker	PROPN
cana-1983	79	24	,	,	PUNCT
cana-1983	79	25	kubernetes	kubernete	NOUN
cana-1983	79	26	)	)	PUNCT
cana-1983	79	27	has	have	AUX
cana-1983	79	28	become	become	VERB
cana-1983	79	29	increasingly	increasingly	ADV
cana-1983	79	30	complex	complex	ADJ
cana-1983	79	31	.	.	PUNCT
cana-1983	80	1	security	security	NOUN
cana-1983	80	2	misconfigurations	misconfiguration	NOUN
cana-1983	80	3	,	,	PUNCT
cana-1983	80	4	unpatched	unpatched	ADJ
cana-1983	80	5	vulnerabilities	vulnerability	NOUN
cana-1983	80	6	,	,	PUNCT
cana-1983	80	7	and	and	CCONJ
cana-1983	80	8	inconsistent	inconsistent	ADJ
cana-1983	80	9	policy	policy	NOUN
cana-1983	80	10	enforcement	enforcement	NOUN
cana-1983	80	11	pose	pose	VERB
cana-1983	80	12	significant	significant	ADJ
cana-1983	80	13	risks	risk	NOUN
cana-1983	80	14	,	,	PUNCT
cana-1983	80	15	making	make	VERB
cana-1983	80	16	cloud	cloud	NOUN
cana-1983	80	17	infrastructure	infrastructure	NOUN
cana-1983	80	18	and	and	CCONJ
cana-1983	80	19	container	container	NOUN
cana-1983	80	20	workloads	workload	NOUN
cana-1983	80	21	vulnerable	vulnerable	ADJ
cana-1983	80	22	to	to	ADP
cana-1983	80	23	breaches	breach	NOUN
cana-1983	80	24	and	and	CCONJ
cana-1983	80	25	cyberattacks	cyberattack	NOUN
cana-1983	80	26	.	.	PUNCT
cana-1983	81	1	traditional	traditional	ADJ
cana-1983	81	2	security	security	NOUN
cana-1983	81	3	tools	tool	NOUN
cana-1983	81	4	and	and	CCONJ
cana-1983	81	5	manual	manual	ADJ
cana-1983	81	6	processes	process	NOUN
cana-1983	81	7	are	be	AUX
cana-1983	81	8	insufficient	insufficient	ADJ
cana-1983	81	9	for	for	ADP
cana-1983	81	10	maintaining	maintain	VERB
cana-1983	81	11	the	the	DET
cana-1983	81	12	security	security	NOUN
cana-1983	81	13	and	and	CCONJ
cana-1983	81	14	compliance	compliance	NOUN
cana-1983	81	15	of	of	ADP
cana-1983	81	16	such	such	ADJ
cana-1983	81	17	dynamic	dynamic	ADJ
cana-1983	81	18	and	and	CCONJ
cana-1983	81	19	distributed	distributed	ADJ
cana-1983	81	20	environments	environment	NOUN
cana-1983	81	21	.	.	PUNCT
cana-1983	82	1	the	the	DET
cana-1983	82	2	lack	lack	NOUN
cana-1983	82	3	of	of	ADP
cana-1983	82	4	real	real	ADJ
cana-1983	82	5	-	-	PUNCT
cana-1983	82	6	time	time	NOUN
cana-1983	82	7	threat	threat	NOUN
cana-1983	82	8	detection	detection	NOUN
cana-1983	82	9	,	,	PUNCT
cana-1983	82	10	automated	automate	VERB
cana-1983	82	11	security	security	NOUN
cana-1983	82	12	fixes	fix	NOUN
cana-1983	82	13	,	,	PUNCT
cana-1983	82	14	and	and	CCONJ
cana-1983	82	15	consistent	consistent	ADJ
cana-1983	82	16	policy	policy	NOUN
cana-1983	82	17	enforcement	enforcement	NOUN
cana-1983	82	18	across	across	ADP
cana-1983	82	19	multi	multi	ADJ
cana-1983	82	20	-	-	ADJ
cana-1983	82	21	cloud	cloud	ADJ
cana-1983	82	22	and	and	CCONJ
cana-1983	82	23	container	container	NOUN
cana-1983	82	24	platforms	platform	NOUN
cana-1983	82	25	leaves	leave	VERB
cana-1983	82	26	organizations	organization	NOUN
cana-1983	82	27	exposed	expose	VERB
cana-1983	82	28	to	to	ADP
cana-1983	82	29	potential	potential	ADJ
cana-1983	82	30	data	datum	NOUN
cana-1983	82	31	breaches	breach	NOUN
cana-1983	82	32	,	,	PUNCT
cana-1983	82	33	regulatory	regulatory	ADJ
cana-1983	82	34	non	non	NOUN
cana-1983	82	35	-	-	NOUN
cana-1983	82	36	compliance	compliance	ADJ
cana-1983	82	37	,	,	PUNCT
cana-1983	82	38	and	and	CCONJ
cana-1983	82	39	operational	operational	ADJ
cana-1983	82	40	disruptions	disruption	NOUN
cana-1983	82	41	.	.	PUNCT
cana-1983	83	1	cloud	cloud	ADJ
cana-1983	83	2	guardian	guardian	NOUN
cana-1983	83	3	addresses	address	VERB
cana-1983	83	4	these	these	DET
cana-1983	83	5	challenges	challenge	NOUN
cana-1983	83	6	by	by	ADP
cana-1983	83	7	offering	offer	VERB
cana-1983	83	8	a	a	DET
cana-1983	83	9	comprehensive	comprehensive	ADJ
cana-1983	83	10	cspm	cspm	NOUN
cana-1983	83	11	solution	solution	NOUN
cana-1983	83	12	designed	design	VERB
cana-1983	83	13	to	to	PART
cana-1983	83	14	automate	automate	VERB
cana-1983	83	15	security	security	NOUN
cana-1983	83	16	assessments	assessment	NOUN
cana-1983	83	17	,	,	PUNCT
cana-1983	83	18	policy	policy	NOUN
cana-1983	83	19	enforcement	enforcement	NOUN
cana-1983	83	20	,	,	PUNCT
cana-1983	83	21	and	and	CCONJ
cana-1983	83	22	threat	threat	NOUN
cana-1983	83	23	remediation	remediation	NOUN
cana-1983	83	24	across	across	ADP
cana-1983	83	25	multi	multi	ADJ
cana-1983	83	26	-	-	ADJ
cana-1983	83	27	cloud	cloud	ADJ
cana-1983	83	28	and	and	CCONJ
cana-1983	83	29	container	container	NOUN
cana-1983	83	30	environments	environment	NOUN
cana-1983	83	31	.	.	PUNCT
cana-1983	84	1	this	this	DET
cana-1983	84	2	research	research	NOUN
cana-1983	84	3	aims	aim	VERB
cana-1983	84	4	to	to	PART
cana-1983	84	5	investigate	investigate	VERB
cana-1983	84	6	how	how	SCONJ
cana-1983	84	7	cloud	cloud	ADJ
cana-1983	84	8	guardian	guardian	NOUN
cana-1983	84	9	streamlines	streamline	NOUN
cana-1983	84	10	security	security	NOUN
cana-1983	84	11	management	management	NOUN
cana-1983	84	12	,	,	PUNCT
cana-1983	84	13	automates	automate	VERB
cana-1983	84	14	vulnerability	vulnerability	NOUN
cana-1983	84	15	detection	detection	NOUN
cana-1983	84	16	and	and	CCONJ
cana-1983	84	17	remediation	remediation	NOUN
cana-1983	84	18	,	,	PUNCT
cana-1983	84	19	and	and	CCONJ
cana-1983	84	20	ensures	ensure	VERB
cana-1983	84	21	continuous	continuous	ADJ
cana-1983	84	22	compliance	compliance	NOUN
cana-1983	84	23	communications	communication	NOUN
cana-1983	84	24	on	on	ADP
cana-1983	84	25	applied	apply	VERB
cana-1983	84	26	nonlinear	nonlinear	ADJ
cana-1983	84	27	analysis	analysis	NOUN
cana-1983	84	28	issn	issn	NOUN
cana-1983	84	29	:	:	PUNCT
cana-1983	84	30	1074	1074	NUM
cana-1983	84	31	-	-	PUNCT
cana-1983	84	32	133x	133x	NUM
cana-1983	84	33	vol	vol	NOUN
cana-1983	84	34	32	32	NUM
cana-1983	84	35	no	no	NOUN
cana-1983	84	36	.	.	NOUN
cana-1983	84	37	3	3	NUM
cana-1983	84	38	(	(	PUNCT
cana-1983	84	39	2025	2025	NUM
cana-1983	84	40	)	)	PUNCT
cana-1983	84	41	348	348	NUM
cana-1983	84	42	https://internationalpubls.com	https://internationalpubls.com	X
cana-1983	84	43	with	with	ADP
cana-1983	84	44	industry	industry	NOUN
cana-1983	84	45	standards	standard	NOUN
cana-1983	84	46	.	.	PUNCT
cana-1983	85	1	the	the	DET
cana-1983	85	2	study	study	NOUN
cana-1983	85	3	focuses	focus	VERB
cana-1983	85	4	on	on	ADP
cana-1983	85	5	the	the	DET
cana-1983	85	6	platform	platform	NOUN
cana-1983	85	7	’s	’s	PART
cana-1983	85	8	ability	ability	NOUN
cana-1983	85	9	to	to	PART
cana-1983	85	10	automate	automate	VERB
cana-1983	85	11	policy	policy	NOUN
cana-1983	85	12	enforcement	enforcement	NOUN
cana-1983	85	13	,	,	PUNCT
cana-1983	85	14	integrate	integrate	VERB
cana-1983	85	15	real	real	ADJ
cana-1983	85	16	-	-	PUNCT
cana-1983	85	17	time	time	NOUN
cana-1983	85	18	threat	threat	NOUN
cana-1983	85	19	intelligence	intelligence	NOUN
cana-1983	85	20	,	,	PUNCT
cana-1983	85	21	and	and	CCONJ
cana-1983	85	22	provide	provide	VERB
cana-1983	85	23	self	self	NOUN
cana-1983	85	24	-	-	PUNCT
cana-1983	85	25	healing	heal	VERB
cana-1983	85	26	capabilities	capability	NOUN
cana-1983	85	27	to	to	PART
cana-1983	85	28	protect	protect	VERB
cana-1983	85	29	cloud	cloud	NOUN
cana-1983	85	30	and	and	CCONJ
cana-1983	85	31	containerized	containerized	ADJ
cana-1983	85	32	infrastructures	infrastructure	NOUN
cana-1983	85	33	from	from	ADP
cana-1983	85	34	security	security	NOUN
cana-1983	85	35	risks	risk	NOUN
cana-1983	85	36	.	.	PUNCT
cana-1983	86	1	through	through	ADP
cana-1983	86	2	real	real	ADJ
cana-1983	86	3	-	-	PUNCT
cana-1983	86	4	world	world	NOUN
cana-1983	86	5	case	case	NOUN
cana-1983	86	6	studies	study	NOUN
cana-1983	86	7	,	,	PUNCT
cana-1983	86	8	the	the	DET
cana-1983	86	9	effectiveness	effectiveness	NOUN
cana-1983	86	10	of	of	ADP
cana-1983	86	11	cloud	cloud	ADJ
cana-1983	86	12	guardian	guardian	NOUN
cana-1983	86	13	in	in	ADP
cana-1983	86	14	mitigating	mitigate	VERB
cana-1983	86	15	multi	multi	ADJ
cana-1983	86	16	-	-	ADJ
cana-1983	86	17	cloud	cloud	ADJ
cana-1983	86	18	and	and	CCONJ
cana-1983	86	19	container	container	NOUN
cana-1983	86	20	security	security	NOUN
cana-1983	86	21	challenges	challenge	NOUN
cana-1983	86	22	will	will	AUX
cana-1983	86	23	be	be	AUX
cana-1983	86	24	evaluated	evaluate	VERB
cana-1983	86	25	.	.	PUNCT
cana-1983	87	1	significance	significance	NOUN
cana-1983	87	2	of	of	ADP
cana-1983	87	3	the	the	DET
cana-1983	87	4	study	study	NOUN
cana-1983	87	5	this	this	DET
cana-1983	87	6	research	research	NOUN
cana-1983	87	7	highlights	highlight	VERB
cana-1983	87	8	the	the	DET
cana-1983	87	9	effectiveness	effectiveness	NOUN
cana-1983	87	10	of	of	ADP
cana-1983	87	11	cloud	cloud	ADJ
cana-1983	87	12	guardian	guardian	NOUN
cana-1983	87	13	in	in	ADP
cana-1983	87	14	addressing	address	VERB
cana-1983	87	15	security	security	NOUN
cana-1983	87	16	challenges	challenge	NOUN
cana-1983	87	17	in	in	ADP
cana-1983	87	18	multi	multi	ADJ
cana-1983	87	19	-	-	ADJ
cana-1983	87	20	cloud	cloud	ADJ
cana-1983	87	21	and	and	CCONJ
cana-1983	87	22	containerized	containerized	ADJ
cana-1983	87	23	environments	environment	NOUN
cana-1983	87	24	,	,	PUNCT
cana-1983	87	25	where	where	SCONJ
cana-1983	87	26	traditional	traditional	ADJ
cana-1983	87	27	tools	tool	NOUN
cana-1983	87	28	often	often	ADV
cana-1983	87	29	fall	fall	VERB
cana-1983	87	30	short	short	ADJ
cana-1983	87	31	.	.	PUNCT
cana-1983	88	1	it	it	PRON
cana-1983	88	2	emphasizes	emphasize	VERB
cana-1983	88	3	the	the	DET
cana-1983	88	4	importance	importance	NOUN
cana-1983	88	5	of	of	ADP
cana-1983	88	6	automating	automate	VERB
cana-1983	88	7	security	security	NOUN
cana-1983	88	8	posture	posture	NOUN
cana-1983	88	9	management	management	NOUN
cana-1983	88	10	,	,	PUNCT
cana-1983	88	11	including	include	VERB
cana-1983	88	12	security	security	NOUN
cana-1983	88	13	assessments	assessment	NOUN
cana-1983	88	14	,	,	PUNCT
cana-1983	88	15	policy	policy	NOUN
cana-1983	88	16	enforcement	enforcement	NOUN
cana-1983	88	17	,	,	PUNCT
cana-1983	88	18	and	and	CCONJ
cana-1983	88	19	incident	incident	NOUN
cana-1983	88	20	response	response	NOUN
cana-1983	88	21	,	,	PUNCT
cana-1983	88	22	to	to	PART
cana-1983	88	23	mitigate	mitigate	VERB
cana-1983	88	24	risks	risk	NOUN
cana-1983	88	25	such	such	ADJ
cana-1983	88	26	as	as	ADP
cana-1983	88	27	misconfigurations	misconfiguration	NOUN
cana-1983	88	28	and	and	CCONJ
cana-1983	88	29	vulnerabilities	vulnerability	NOUN
cana-1983	88	30	.	.	PUNCT
cana-1983	89	1	cloud	cloud	NOUN
cana-1983	89	2	guardian	guardian	NOUN
cana-1983	89	3	improves	improve	VERB
cana-1983	89	4	cloud	cloud	ADJ
cana-1983	89	5	security	security	NOUN
cana-1983	89	6	posture	posture	NOUN
cana-1983	89	7	by	by	ADP
cana-1983	89	8	integrating	integrate	VERB
cana-1983	89	9	real	real	ADJ
cana-1983	89	10	-	-	PUNCT
cana-1983	89	11	time	time	NOUN
cana-1983	89	12	threat	threat	NOUN
cana-1983	89	13	intelligence	intelligence	NOUN
cana-1983	89	14	and	and	CCONJ
cana-1983	89	15	selfhealing	selfheale	VERB
cana-1983	89	16	capabilities	capability	NOUN
cana-1983	89	17	,	,	PUNCT
cana-1983	89	18	allowing	allow	VERB
cana-1983	89	19	for	for	ADP
cana-1983	89	20	faster	fast	ADJ
cana-1983	89	21	threat	threat	NOUN
cana-1983	89	22	remediation	remediation	NOUN
cana-1983	89	23	.	.	PUNCT
cana-1983	90	1	the	the	DET
cana-1983	90	2	study	study	NOUN
cana-1983	90	3	also	also	ADV
cana-1983	90	4	underscores	underscore	VERB
cana-1983	90	5	cloud	cloud	NOUN
cana-1983	90	6	guardian	guardian	NOUN
cana-1983	90	7	’s	’s	PART
cana-1983	90	8	role	role	NOUN
cana-1983	90	9	in	in	ADP
cana-1983	90	10	ensuring	ensure	VERB
cana-1983	90	11	regulatory	regulatory	ADJ
cana-1983	90	12	compliance	compliance	NOUN
cana-1983	90	13	for	for	ADP
cana-1983	90	14	industries	industry	NOUN
cana-1983	90	15	like	like	ADP
cana-1983	90	16	healthcare	healthcare	NOUN
cana-1983	90	17	,	,	PUNCT
cana-1983	90	18	finance	finance	NOUN
cana-1983	90	19	,	,	PUNCT
cana-1983	90	20	and	and	CCONJ
cana-1983	90	21	government	government	NOUN
cana-1983	90	22	,	,	PUNCT
cana-1983	90	23	by	by	ADP
cana-1983	90	24	continuously	continuously	ADV
cana-1983	90	25	monitoring	monitor	VERB
cana-1983	90	26	and	and	CCONJ
cana-1983	90	27	enforcing	enforce	VERB
cana-1983	90	28	security	security	NOUN
cana-1983	90	29	policies	policy	NOUN
cana-1983	90	30	to	to	PART
cana-1983	90	31	meet	meet	VERB
cana-1983	90	32	standards	standard	NOUN
cana-1983	90	33	such	such	ADJ
cana-1983	90	34	as	as	ADP
cana-1983	90	35	cis	cis	NOUN
cana-1983	90	36	,	,	PUNCT
cana-1983	90	37	nist	nist	NOUN
cana-1983	90	38	,	,	PUNCT
cana-1983	90	39	hipaa	hipaa	NOUN
cana-1983	90	40	,	,	PUNCT
cana-1983	90	41	and	and	CCONJ
cana-1983	90	42	pci	pci	ADJ
cana-1983	90	43	-	-	PUNCT
cana-1983	90	44	dss	dss	NOUN
cana-1983	90	45	.	.	PUNCT
cana-1983	91	1	furthermore	furthermore	ADV
cana-1983	91	2	,	,	PUNCT
cana-1983	91	3	automation	automation	NOUN
cana-1983	91	4	enhances	enhance	VERB
cana-1983	91	5	operational	operational	ADJ
cana-1983	91	6	efficiency	efficiency	NOUN
cana-1983	91	7	by	by	ADP
cana-1983	91	8	reducing	reduce	VERB
cana-1983	91	9	downtime	downtime	NOUN
cana-1983	91	10	and	and	CCONJ
cana-1983	91	11	disruptions	disruption	NOUN
cana-1983	91	12	caused	cause	VERB
cana-1983	91	13	by	by	ADP
cana-1983	91	14	security	security	NOUN
cana-1983	91	15	incidents	incident	NOUN
cana-1983	91	16	.	.	PUNCT
cana-1983	92	1	overall	overall	ADV
cana-1983	92	2	,	,	PUNCT
cana-1983	92	3	this	this	DET
cana-1983	92	4	research	research	NOUN
cana-1983	92	5	contributes	contribute	VERB
cana-1983	92	6	to	to	ADP
cana-1983	92	7	cloud	cloud	VERB
cana-1983	92	8	security	security	NOUN
cana-1983	92	9	by	by	ADP
cana-1983	92	10	demonstrating	demonstrate	VERB
cana-1983	92	11	how	how	SCONJ
cana-1983	92	12	advanced	advanced	ADJ
cana-1983	92	13	cspm	cspm	NOUN
cana-1983	92	14	platforms	platform	NOUN
cana-1983	92	15	like	like	ADP
cana-1983	92	16	cloud	cloud	NOUN
cana-1983	92	17	guardian	guardian	NOUN
cana-1983	92	18	can	can	AUX
cana-1983	92	19	transform	transform	VERB
cana-1983	92	20	security	security	NOUN
cana-1983	92	21	management	management	NOUN
cana-1983	92	22	for	for	ADP
cana-1983	92	23	multi	multi	ADJ
cana-1983	92	24	-	-	ADJ
cana-1983	92	25	cloud	cloud	ADJ
cana-1983	92	26	and	and	CCONJ
cana-1983	92	27	containerized	containerized	ADJ
cana-1983	92	28	infrastructures	infrastructure	NOUN
cana-1983	92	29	.	.	PUNCT
cana-1983	93	1	contribution	contribution	NOUN
cana-1983	93	2	of	of	ADP
cana-1983	93	3	this	this	DET
cana-1983	93	4	research	research	NOUN
cana-1983	93	5	the	the	DET
cana-1983	93	6	contribution	contribution	NOUN
cana-1983	93	7	of	of	ADP
cana-1983	93	8	this	this	DET
cana-1983	93	9	research	research	NOUN
cana-1983	93	10	is	be	AUX
cana-1983	93	11	to	to	PART
cana-1983	93	12	explore	explore	VERB
cana-1983	93	13	how	how	SCONJ
cana-1983	93	14	cloud	cloud	ADJ
cana-1983	93	15	guardian	guardian	NOUN
cana-1983	93	16	,	,	PUNCT
cana-1983	93	17	a	a	DET
cana-1983	93	18	cspm	cspm	NOUN
cana-1983	93	19	platform	platform	NOUN
cana-1983	93	20	,	,	PUNCT
cana-1983	93	21	addresses	address	VERB
cana-1983	93	22	the	the	DET
cana-1983	93	23	growing	grow	VERB
cana-1983	93	24	security	security	NOUN
cana-1983	93	25	challenges	challenge	NOUN
cana-1983	93	26	posed	pose	VERB
cana-1983	93	27	by	by	ADP
cana-1983	93	28	multi	multi	ADJ
cana-1983	93	29	-	-	ADJ
cana-1983	93	30	cloud	cloud	ADJ
cana-1983	93	31	and	and	CCONJ
cana-1983	93	32	containerized	containerized	ADJ
cana-1983	93	33	environments	environment	NOUN
cana-1983	93	34	.	.	PUNCT
cana-1983	94	1	as	as	SCONJ
cana-1983	94	2	organizations	organization	NOUN
cana-1983	94	3	increasingly	increasingly	ADV
cana-1983	94	4	adopt	adopt	VERB
cana-1983	94	5	cloud	cloud	NOUN
cana-1983	94	6	infrastructures	infrastructure	NOUN
cana-1983	94	7	and	and	CCONJ
cana-1983	94	8	container	container	NOUN
cana-1983	94	9	technologies	technology	NOUN
cana-1983	94	10	,	,	PUNCT
cana-1983	94	11	maintaining	maintain	VERB
cana-1983	94	12	a	a	DET
cana-1983	94	13	consistent	consistent	ADJ
cana-1983	94	14	and	and	CCONJ
cana-1983	94	15	secure	secure	ADJ
cana-1983	94	16	posture	posture	NOUN
cana-1983	94	17	across	across	ADP
cana-1983	94	18	diverse	diverse	ADJ
cana-1983	94	19	platforms	platform	NOUN
cana-1983	94	20	such	such	ADJ
cana-1983	94	21	as	as	ADP
cana-1983	94	22	aws	aw	NOUN
cana-1983	94	23	,	,	PUNCT
cana-1983	94	24	azure	azure	NOUN
cana-1983	94	25	,	,	PUNCT
cana-1983	94	26	gcp	gcp	PROPN
cana-1983	94	27	,	,	PUNCT
cana-1983	94	28	docker	docker	PROPN
cana-1983	94	29	,	,	PUNCT
cana-1983	94	30	and	and	CCONJ
cana-1983	94	31	kubernetes	kubernete	NOUN
cana-1983	94	32	becomes	become	VERB
cana-1983	94	33	complex	complex	ADJ
cana-1983	94	34	and	and	CCONJ
cana-1983	94	35	resource	resource	NOUN
cana-1983	94	36	-	-	PUNCT
cana-1983	94	37	intensive	intensive	ADJ
cana-1983	94	38	.	.	PUNCT
cana-1983	95	1	cloud	cloud	NOUN
cana-1983	95	2	guardian	guardian	PROPN
cana-1983	95	3	aims	aim	VERB
cana-1983	95	4	to	to	PART
cana-1983	95	5	provide	provide	VERB
cana-1983	95	6	a	a	DET
cana-1983	95	7	comprehensive	comprehensive	ADJ
cana-1983	95	8	and	and	CCONJ
cana-1983	95	9	automated	automate	VERB
cana-1983	95	10	solution	solution	NOUN
cana-1983	95	11	by	by	ADP
cana-1983	95	12	:	:	PUNCT
cana-1983	95	13	•	•	ADV
cana-1983	95	14	automating	automate	VERB
cana-1983	95	15	security	security	NOUN
cana-1983	95	16	assessments	assessment	NOUN
cana-1983	95	17	to	to	PART
cana-1983	95	18	detect	detect	VERB
cana-1983	95	19	misconfigurations	misconfiguration	NOUN
cana-1983	95	20	,	,	PUNCT
cana-1983	95	21	vulnerabilities	vulnerability	NOUN
cana-1983	95	22	,	,	PUNCT
cana-1983	95	23	and	and	CCONJ
cana-1983	95	24	policy	policy	NOUN
cana-1983	95	25	violations	violation	NOUN
cana-1983	95	26	in	in	ADP
cana-1983	95	27	real	real	ADJ
cana-1983	95	28	-	-	PUNCT
cana-1983	95	29	time	time	NOUN
cana-1983	95	30	across	across	ADP
cana-1983	95	31	multiple	multiple	ADJ
cana-1983	95	32	cloud	cloud	NOUN
cana-1983	95	33	and	and	CCONJ
cana-1983	95	34	container	container	NOUN
cana-1983	95	35	platforms	platform	NOUN
cana-1983	95	36	.	.	PUNCT
cana-1983	96	1	•	•	PUNCT
cana-1983	96	2	enforcing	enforce	VERB
cana-1983	96	3	consistent	consistent	ADJ
cana-1983	96	4	security	security	NOUN
cana-1983	96	5	policies	policy	NOUN
cana-1983	96	6	that	that	PRON
cana-1983	96	7	adhere	adhere	VERB
cana-1983	96	8	to	to	ADP
cana-1983	96	9	industry	industry	NOUN
cana-1983	96	10	standards	standard	NOUN
cana-1983	96	11	(	(	PUNCT
cana-1983	96	12	cis	cis	NOUN
cana-1983	96	13	,	,	PUNCT
cana-1983	96	14	nist	nist	NOUN
cana-1983	96	15	)	)	PUNCT
cana-1983	96	16	and	and	CCONJ
cana-1983	96	17	organizational	organizational	ADJ
cana-1983	96	18	requirements	requirement	NOUN
cana-1983	96	19	,	,	PUNCT
cana-1983	96	20	ensuring	ensure	VERB
cana-1983	96	21	continuous	continuous	ADJ
cana-1983	96	22	compliance	compliance	NOUN
cana-1983	96	23	across	across	ADP
cana-1983	96	24	all	all	DET
cana-1983	96	25	environments	environment	NOUN
cana-1983	96	26	.	.	PUNCT
cana-1983	97	1	•	•	NUM
cana-1983	97	2	integrating	integrate	VERB
cana-1983	97	3	real	real	ADJ
cana-1983	97	4	-	-	PUNCT
cana-1983	97	5	time	time	NOUN
cana-1983	97	6	threat	threat	NOUN
cana-1983	97	7	intelligence	intelligence	NOUN
cana-1983	97	8	to	to	PART
cana-1983	97	9	proactively	proactively	ADV
cana-1983	97	10	identify	identify	VERB
cana-1983	97	11	and	and	CCONJ
cana-1983	97	12	mitigate	mitigate	VERB
cana-1983	97	13	emerging	emerge	VERB
cana-1983	97	14	security	security	NOUN
cana-1983	97	15	threats	threat	NOUN
cana-1983	97	16	and	and	CCONJ
cana-1983	97	17	zero	zero	NUM
cana-1983	97	18	-	-	PUNCT
cana-1983	97	19	day	day	NOUN
cana-1983	97	20	vulnerabilities	vulnerability	NOUN
cana-1983	97	21	.	.	PUNCT
cana-1983	98	1	•	•	NUM
cana-1983	98	2	implementing	implement	VERB
cana-1983	98	3	automated	automate	VERB
cana-1983	98	4	remediation	remediation	NOUN
cana-1983	98	5	to	to	PART
cana-1983	98	6	resolve	resolve	VERB
cana-1983	98	7	security	security	NOUN
cana-1983	98	8	issues	issue	NOUN
cana-1983	98	9	and	and	CCONJ
cana-1983	98	10	apply	apply	VERB
cana-1983	98	11	patches	patch	NOUN
cana-1983	98	12	without	without	ADP
cana-1983	98	13	manual	manual	ADJ
cana-1983	98	14	intervention	intervention	NOUN
cana-1983	98	15	,	,	PUNCT
cana-1983	98	16	minimizing	minimize	VERB
cana-1983	98	17	the	the	DET
cana-1983	98	18	window	window	NOUN
cana-1983	98	19	of	of	ADP
cana-1983	98	20	exposure	exposure	NOUN
cana-1983	98	21	.	.	PUNCT
cana-1983	99	1	•	•	NUM
cana-1983	99	2	providing	provide	VERB
cana-1983	99	3	rollback	rollback	NOUN
cana-1983	99	4	capabilities	capability	NOUN
cana-1983	99	5	to	to	PART
cana-1983	99	6	ensure	ensure	VERB
cana-1983	99	7	operational	operational	ADJ
cana-1983	99	8	stability	stability	NOUN
cana-1983	99	9	by	by	ADP
cana-1983	99	10	allowing	allow	VERB
cana-1983	99	11	quick	quick	ADJ
cana-1983	99	12	reversion	reversion	NOUN
cana-1983	99	13	to	to	ADP
cana-1983	99	14	previous	previous	ADJ
cana-1983	99	15	states	state	NOUN
cana-1983	99	16	if	if	SCONJ
cana-1983	99	17	automated	automate	VERB
cana-1983	99	18	fixes	fix	NOUN
cana-1983	99	19	cause	cause	VERB
cana-1983	99	20	disruptions	disruption	NOUN
cana-1983	99	21	.	.	PUNCT
cana-1983	100	1	this	this	DET
cana-1983	100	2	research	research	NOUN
cana-1983	100	3	will	will	AUX
cana-1983	100	4	demonstrate	demonstrate	VERB
cana-1983	100	5	how	how	SCONJ
cana-1983	100	6	cloud	cloud	ADJ
cana-1983	100	7	guardian	guardian	NOUN
cana-1983	100	8	streamlines	streamline	NOUN
cana-1983	100	9	cloud	cloud	ADJ
cana-1983	100	10	security	security	NOUN
cana-1983	100	11	management	management	NOUN
cana-1983	100	12	through	through	ADP
cana-1983	100	13	automation	automation	NOUN
cana-1983	100	14	,	,	PUNCT
cana-1983	100	15	improves	improve	VERB
cana-1983	100	16	compliance	compliance	NOUN
cana-1983	100	17	,	,	PUNCT
cana-1983	100	18	and	and	CCONJ
cana-1983	100	19	strengthens	strengthen	VERB
cana-1983	100	20	overall	overall	ADJ
cana-1983	100	21	security	security	NOUN
cana-1983	100	22	posture	posture	NOUN
cana-1983	100	23	in	in	ADP
cana-1983	100	24	multi	multi	ADJ
cana-1983	100	25	-	-	ADJ
cana-1983	100	26	cloud	cloud	ADJ
cana-1983	100	27	and	and	CCONJ
cana-1983	100	28	container	container	NOUN
cana-1983	100	29	environments	environment	NOUN
cana-1983	100	30	,	,	PUNCT
cana-1983	100	31	using	use	VERB
cana-1983	100	32	real	real	ADJ
cana-1983	100	33	-	-	PUNCT
cana-1983	100	34	world	world	NOUN
cana-1983	100	35	case	case	NOUN
cana-1983	100	36	studies	study	NOUN
cana-1983	100	37	to	to	PART
cana-1983	100	38	validate	validate	VERB
cana-1983	100	39	its	its	PRON
cana-1983	100	40	effectiveness	effectiveness	NOUN
cana-1983	100	41	.	.	PUNCT
cana-1983	101	1	2	2	X
cana-1983	101	2	.	.	X
cana-1983	101	3	literature	literature	NOUN
cana-1983	101	4	review	review	VERB
cana-1983	101	5	traditional	traditional	ADJ
cana-1983	101	6	security	security	NOUN
cana-1983	101	7	models	model	NOUN
cana-1983	101	8	are	be	AUX
cana-1983	101	9	no	no	ADV
cana-1983	101	10	longer	long	ADV
cana-1983	101	11	sufficient	sufficient	ADJ
cana-1983	101	12	,	,	PUNCT
cana-1983	101	13	leading	lead	VERB
cana-1983	101	14	to	to	ADP
cana-1983	101	15	the	the	DET
cana-1983	101	16	development	development	NOUN
cana-1983	101	17	of	of	ADP
cana-1983	101	18	cspm	cspm	NOUN
cana-1983	101	19	solutions	solution	NOUN
cana-1983	101	20	.	.	PUNCT
cana-1983	102	1	these	these	DET
cana-1983	102	2	tools	tool	NOUN
cana-1983	102	3	automate	automate	VERB
cana-1983	102	4	security	security	NOUN
cana-1983	102	5	assessments	assessment	NOUN
cana-1983	102	6	,	,	PUNCT
cana-1983	102	7	policy	policy	NOUN
cana-1983	102	8	enforcement	enforcement	NOUN
cana-1983	102	9	,	,	PUNCT
cana-1983	102	10	and	and	CCONJ
cana-1983	102	11	vulnerability	vulnerability	NOUN
cana-1983	102	12	management	management	NOUN
cana-1983	102	13	to	to	PART
cana-1983	102	14	address	address	VERB
cana-1983	102	15	issues	issue	NOUN
cana-1983	102	16	like	like	ADP
cana-1983	102	17	misconfigurations	misconfiguration	NOUN
cana-1983	102	18	and	and	CCONJ
cana-1983	102	19	inconsistent	inconsistent	ADJ
cana-1983	102	20	security	security	NOUN
cana-1983	102	21	policies	policy	NOUN
cana-1983	102	22	.	.	PUNCT
cana-1983	103	1	research	research	NOUN
cana-1983	103	2	emphasizes	emphasize	VERB
cana-1983	103	3	the	the	DET
cana-1983	103	4	importance	importance	NOUN
cana-1983	103	5	of	of	ADP
cana-1983	103	6	automation	automation	NOUN
cana-1983	103	7	,	,	PUNCT
cana-1983	103	8	real	real	ADJ
cana-1983	103	9	-	-	PUNCT
cana-1983	103	10	time	time	NOUN
cana-1983	103	11	threat	threat	NOUN
cana-1983	103	12	detection	detection	NOUN
cana-1983	103	13	,	,	PUNCT
cana-1983	103	14	and	and	CCONJ
cana-1983	103	15	continuous	continuous	ADJ
cana-1983	103	16	compliance	compliance	NOUN
cana-1983	103	17	to	to	PART
cana-1983	103	18	manage	manage	VERB
cana-1983	103	19	modern	modern	ADJ
cana-1983	103	20	cloud	cloud	NOUN
cana-1983	103	21	infrastructures	infrastructure	NOUN
cana-1983	103	22	.	.	PUNCT
cana-1983	104	1	however	however	ADV
cana-1983	104	2	,	,	PUNCT
cana-1983	104	3	challenges	challenge	NOUN
cana-1983	104	4	remain	remain	VERB
cana-1983	104	5	in	in	ADP
cana-1983	104	6	achieving	achieve	VERB
cana-1983	104	7	consistent	consistent	ADJ
cana-1983	104	8	security	security	NOUN
cana-1983	104	9	across	across	ADP
cana-1983	104	10	communications	communication	NOUN
cana-1983	104	11	on	on	ADP
cana-1983	104	12	applied	apply	VERB
cana-1983	104	13	nonlinear	nonlinear	ADJ
cana-1983	104	14	analysis	analysis	NOUN
cana-1983	104	15	issn	issn	NOUN
cana-1983	104	16	:	:	PUNCT
cana-1983	104	17	1074	1074	NUM
cana-1983	104	18	-	-	PUNCT
cana-1983	104	19	133x	133x	NUM
cana-1983	104	20	vol	vol	NOUN
cana-1983	104	21	32	32	NUM
cana-1983	104	22	no	no	NOUN
cana-1983	104	23	.	.	NOUN
cana-1983	104	24	3	3	NUM
cana-1983	104	25	(	(	PUNCT
cana-1983	104	26	2025	2025	NUM
cana-1983	104	27	)	)	PUNCT
cana-1983	104	28	349	349	NUM
cana-1983	104	29	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-1983	104	30	heterogeneous	heterogeneous	ADJ
cana-1983	104	31	cloud	cloud	NOUN
cana-1983	104	32	environments	environment	NOUN
cana-1983	104	33	and	and	CCONJ
cana-1983	104	34	containers	container	NOUN
cana-1983	104	35	.	.	PUNCT
cana-1983	105	1	the	the	DET
cana-1983	105	2	review	review	NOUN
cana-1983	105	3	also	also	ADV
cana-1983	105	4	explores	explore	VERB
cana-1983	105	5	how	how	SCONJ
cana-1983	105	6	cloud	cloud	ADJ
cana-1983	105	7	guardian	guardian	NOUN
cana-1983	105	8	offers	offer	VERB
cana-1983	105	9	an	an	DET
cana-1983	105	10	automated	automate	VERB
cana-1983	105	11	,	,	PUNCT
cana-1983	105	12	unified	unified	ADJ
cana-1983	105	13	approach	approach	NOUN
cana-1983	105	14	to	to	ADP
cana-1983	105	15	overcoming	overcome	VERB
cana-1983	105	16	these	these	DET
cana-1983	105	17	challenges	challenge	NOUN
cana-1983	105	18	in	in	ADP
cana-1983	105	19	cloud	cloud	NOUN
cana-1983	105	20	and	and	CCONJ
cana-1983	105	21	container	container	NOUN
cana-1983	105	22	security	security	NOUN
cana-1983	105	23	management	management	NOUN
cana-1983	105	24	.	.	PUNCT
cana-1983	106	1	diogenes	diogene	NOUN
cana-1983	106	2	et	et	PROPN
cana-1983	106	3	al	al	PROPN
cana-1983	106	4	.	.	PROPN
cana-1983	106	5	introduced	introduce	VERB
cana-1983	106	6	a	a	DET
cana-1983	106	7	method	method	NOUN
cana-1983	106	8	to	to	PART
cana-1983	106	9	assist	assist	VERB
cana-1983	106	10	companies	company	NOUN
cana-1983	106	11	in	in	ADP
cana-1983	106	12	identifying	identify	VERB
cana-1983	106	13	business	business	NOUN
cana-1983	106	14	opportunities	opportunity	NOUN
cana-1983	106	15	and	and	CCONJ
cana-1983	106	16	addressing	address	VERB
cana-1983	106	17	gaps	gap	NOUN
cana-1983	106	18	in	in	ADP
cana-1983	106	19	their	their	PRON
cana-1983	106	20	existing	exist	VERB
cana-1983	106	21	on	on	ADP
cana-1983	106	22	-	-	PUNCT
cana-1983	106	23	premise	premise	ADJ
cana-1983	106	24	security	security	NOUN
cana-1983	106	25	frameworks	framework	NOUN
cana-1983	106	26	,	,	PUNCT
cana-1983	106	27	which	which	PRON
cana-1983	106	28	could	could	AUX
cana-1983	106	29	be	be	AUX
cana-1983	106	30	enhanced	enhance	VERB
cana-1983	106	31	by	by	ADP
cana-1983	106	32	adopting	adopt	VERB
cana-1983	106	33	cloud	cloud	ADJ
cana-1983	106	34	security	security	NOUN
cana-1983	106	35	solutions	solution	NOUN
cana-1983	106	36	.	.	PUNCT
cana-1983	107	1	in	in	ADP
cana-1983	107	2	recent	recent	ADJ
cana-1983	107	3	years	year	NOUN
cana-1983	107	4	,	,	PUNCT
cana-1983	107	5	cloud	cloud	ADJ
cana-1983	107	6	security	security	NOUN
cana-1983	107	7	has	have	AUX
cana-1983	107	8	evolved	evolve	VERB
cana-1983	107	9	significantly	significantly	ADV
cana-1983	107	10	,	,	PUNCT
cana-1983	107	11	offering	offer	VERB
cana-1983	107	12	organizations	organization	NOUN
cana-1983	107	13	compelling	compelling	ADJ
cana-1983	107	14	advantages	advantage	NOUN
cana-1983	107	15	for	for	ADP
cana-1983	107	16	actively	actively	ADV
cana-1983	107	17	monitoring	monitor	VERB
cana-1983	107	18	their	their	PRON
cana-1983	107	19	assets	asset	NOUN
cana-1983	107	20	and	and	CCONJ
cana-1983	107	21	improving	improve	VERB
cana-1983	107	22	security	security	NOUN
cana-1983	107	23	measures	measure	NOUN
cana-1983	107	24	.	.	PUNCT
cana-1983	108	1	cloud	cloud	ADJ
cana-1983	108	2	security	security	NOUN
cana-1983	108	3	features	feature	NOUN
cana-1983	108	4	,	,	PUNCT
cana-1983	108	5	ranging	range	VERB
cana-1983	108	6	from	from	ADP
cana-1983	108	7	threat	threat	NOUN
cana-1983	108	8	intelligence	intelligence	NOUN
cana-1983	108	9	to	to	ADP
cana-1983	108	10	geo	geo	PROPN
cana-1983	108	11	-	-	PUNCT
cana-1983	108	12	locationbased	locationbase	VERB
cana-1983	108	13	conditional	conditional	ADJ
cana-1983	108	14	access	access	NOUN
cana-1983	108	15	,	,	PUNCT
cana-1983	108	16	provide	provide	VERB
cana-1983	108	17	robust	robust	ADJ
cana-1983	108	18	protection	protection	NOUN
cana-1983	108	19	for	for	ADP
cana-1983	108	20	corporate	corporate	ADJ
cana-1983	108	21	devices	device	NOUN
cana-1983	108	22	,	,	PUNCT
cana-1983	108	23	regardless	regardless	ADV
cana-1983	108	24	of	of	ADP
cana-1983	108	25	their	their	PRON
cana-1983	108	26	physical	physical	ADJ
cana-1983	108	27	location	location	NOUN
cana-1983	108	28	[	[	X
cana-1983	108	29	14	14	NUM
cana-1983	108	30	]	]	PUNCT
cana-1983	108	31	.	.	PUNCT
cana-1983	109	1	wijenayake	wijenayake	AUX
cana-1983	109	2	et	et	PROPN
cana-1983	109	3	al	al	PROPN
cana-1983	109	4	.	.	PROPN
cana-1983	109	5	emphasized	emphasize	VERB
cana-1983	109	6	the	the	DET
cana-1983	109	7	relevance	relevance	NOUN
cana-1983	109	8	of	of	ADP
cana-1983	109	9	graph	graph	NOUN
cana-1983	109	10	-	-	PUNCT
cana-1983	109	11	based	base	VERB
cana-1983	109	12	approaches	approach	NOUN
cana-1983	109	13	in	in	ADP
cana-1983	109	14	selecting	select	VERB
cana-1983	109	15	security	security	NOUN
cana-1983	109	16	-	-	PUNCT
cana-1983	109	17	conscious	conscious	ADJ
cana-1983	109	18	cloud	cloud	NOUN
cana-1983	109	19	service	service	NOUN
cana-1983	109	20	providers	provider	NOUN
cana-1983	109	21	for	for	ADP
cana-1983	109	22	bidirectional	bidirectional	ADJ
cana-1983	109	23	,	,	PUNCT
cana-1983	109	24	multi	multi	ADJ
cana-1983	109	25	-	-	ADJ
cana-1983	109	26	cloud	cloud	ADJ
cana-1983	109	27	data	data	NOUN
cana-1983	109	28	workflows	workflow	NOUN
cana-1983	109	29	.	.	PUNCT
cana-1983	110	1	as	as	SCONJ
cana-1983	110	2	dataintensive	dataintensive	ADJ
cana-1983	110	3	scientific	scientific	ADJ
cana-1983	110	4	applications	application	NOUN
cana-1983	110	5	traverse	traverse	VERB
cana-1983	110	6	multiple	multiple	ADJ
cana-1983	110	7	cloud	cloud	ADJ
cana-1983	110	8	environments	environment	NOUN
cana-1983	110	9	,	,	PUNCT
cana-1983	110	10	their	their	PRON
cana-1983	110	11	security	security	NOUN
cana-1983	110	12	posture	posture	NOUN
cana-1983	110	13	requirements	requirement	NOUN
cana-1983	110	14	shift	shift	VERB
cana-1983	110	15	during	during	ADP
cana-1983	110	16	the	the	DET
cana-1983	110	17	data	data	NOUN
cana-1983	110	18	transfer	transfer	NOUN
cana-1983	110	19	process	process	NOUN
cana-1983	110	20	[	[	X
cana-1983	110	21	15	15	NUM
cana-1983	110	22	]	]	PUNCT
cana-1983	110	23	.	.	PUNCT
cana-1983	111	1	bulut	bulut	PROPN
cana-1983	111	2	et	et	PROPN
cana-1983	111	3	al	al	PROPN
cana-1983	111	4	.	.	PROPN
cana-1983	111	5	proposed	propose	VERB
cana-1983	111	6	a	a	DET
cana-1983	111	7	framework	framework	NOUN
cana-1983	111	8	called	call	VERB
cana-1983	111	9	nl2vul	nl2vul	PROPN
cana-1983	111	10	,	,	PUNCT
cana-1983	111	11	designed	design	VERB
cana-1983	111	12	to	to	PART
cana-1983	111	13	assess	assess	VERB
cana-1983	111	14	vulnerability	vulnerability	NOUN
cana-1983	111	15	scores	score	NOUN
cana-1983	111	16	with	with	ADP
cana-1983	111	17	minimal	minimal	ADJ
cana-1983	111	18	human	human	ADJ
cana-1983	111	19	intervention	intervention	NOUN
cana-1983	111	20	.	.	PUNCT
cana-1983	112	1	by	by	ADP
cana-1983	112	2	utilizing	utilize	VERB
cana-1983	112	3	deep	deep	ADJ
cana-1983	112	4	neural	neural	ADJ
cana-1983	112	5	networks	network	NOUN
cana-1983	112	6	,	,	PUNCT
cana-1983	112	7	nl2vul	nl2vul	PROPN
cana-1983	112	8	is	be	AUX
cana-1983	112	9	trained	train	VERB
cana-1983	112	10	on	on	ADP
cana-1983	112	11	software	software	NOUN
cana-1983	112	12	vulnerability	vulnerability	NOUN
cana-1983	112	13	descriptions	description	NOUN
cana-1983	112	14	from	from	ADP
cana-1983	112	15	the	the	DET
cana-1983	112	16	national	national	ADJ
cana-1983	112	17	vulnerability	vulnerability	NOUN
cana-1983	112	18	database	database	NOUN
cana-1983	112	19	(	(	PUNCT
cana-1983	112	20	nvd	nvd	NOUN
cana-1983	112	21	)	)	PUNCT
cana-1983	112	22	to	to	PART
cana-1983	112	23	predict	predict	VERB
cana-1983	112	24	these	these	DET
cana-1983	112	25	scores	score	NOUN
cana-1983	112	26	.	.	PUNCT
cana-1983	113	1	to	to	PART
cana-1983	113	2	adapt	adapt	VERB
cana-1983	113	3	the	the	DET
cana-1983	113	4	trained	train	VERB
cana-1983	113	5	nvd	nvd	NOUN
cana-1983	113	6	model	model	NOUN
cana-1983	113	7	for	for	ADP
cana-1983	113	8	various	various	ADJ
cana-1983	113	9	data	datum	NOUN
cana-1983	113	10	sources	source	NOUN
cana-1983	113	11	used	use	VERB
cana-1983	113	12	in	in	ADP
cana-1983	113	13	evaluating	evaluate	VERB
cana-1983	113	14	risk	risk	NOUN
cana-1983	113	15	posture	posture	NOUN
cana-1983	113	16	in	in	ADP
cana-1983	113	17	cloud	cloud	ADJ
cana-1983	113	18	security	security	NOUN
cana-1983	113	19	posture	posture	NOUN
cana-1983	113	20	management	management	NOUN
cana-1983	113	21	(	(	PUNCT
cana-1983	113	22	cspm	cspm	NOUN
cana-1983	113	23	)	)	PUNCT
cana-1983	113	24	,	,	PUNCT
cana-1983	113	25	nl2vul	nl2vul	PROPN
cana-1983	113	26	employs	employ	VERB
cana-1983	113	27	transfer	transfer	NOUN
cana-1983	113	28	learning	learning	NOUN
cana-1983	113	29	,	,	PUNCT
cana-1983	113	30	enabling	enable	VERB
cana-1983	113	31	rapid	rapid	ADJ
cana-1983	113	32	retraining	retraining	NOUN
cana-1983	113	33	[	[	X
cana-1983	113	34	16	16	NUM
cana-1983	113	35	]	]	PUNCT
cana-1983	113	36	.	.	PUNCT
cana-1983	114	1	coppola	coppola	PROPN
cana-1983	114	2	et	et	PROPN
cana-1983	114	3	al	al	PROPN
cana-1983	114	4	.	.	PROPN
cana-1983	114	5	explored	explore	VERB
cana-1983	114	6	the	the	DET
cana-1983	114	7	design	design	NOUN
cana-1983	114	8	of	of	ADP
cana-1983	114	9	a	a	DET
cana-1983	114	10	cloud	cloud	ADJ
cana-1983	114	11	security	security	NOUN
cana-1983	114	12	posture	posture	NOUN
cana-1983	114	13	management	management	NOUN
cana-1983	114	14	(	(	PUNCT
cana-1983	114	15	cspm	cspm	NOUN
cana-1983	114	16	)	)	PUNCT
cana-1983	114	17	tool	tool	NOUN
cana-1983	114	18	focused	focus	VERB
cana-1983	114	19	on	on	ADP
cana-1983	114	20	monitoring	monitor	VERB
cana-1983	114	21	aws	aws	NOUN
cana-1983	114	22	assets	asset	NOUN
cana-1983	114	23	,	,	PUNCT
cana-1983	114	24	using	use	VERB
cana-1983	114	25	the	the	DET
cana-1983	114	26	nist	nist	NOUN
cana-1983	114	27	cybersecurity	cybersecurity	NOUN
cana-1983	114	28	framework	framework	NOUN
cana-1983	114	29	v1.1	v1.1	NOUN
cana-1983	114	30	(	(	PUNCT
cana-1983	114	31	nist	nist	NOUN
cana-1983	114	32	csf	csf	PROPN
cana-1983	114	33	)	)	PUNCT
cana-1983	114	34	as	as	ADP
cana-1983	114	35	a	a	DET
cana-1983	114	36	reference	reference	NOUN
cana-1983	114	37	.	.	PUNCT
cana-1983	115	1	the	the	DET
cana-1983	115	2	tool	tool	NOUN
cana-1983	115	3	provides	provide	VERB
cana-1983	115	4	continuous	continuous	ADJ
cana-1983	115	5	threat	threat	NOUN
cana-1983	115	6	intelligence	intelligence	NOUN
cana-1983	115	7	monitoring	monitoring	NOUN
cana-1983	115	8	and	and	CCONJ
cana-1983	115	9	misconfiguration	misconfiguration	NOUN
cana-1983	115	10	alerts	alert	NOUN
cana-1983	115	11	,	,	PUNCT
cana-1983	115	12	leveraging	leverage	VERB
cana-1983	115	13	ai	ai	VERB
cana-1983	115	14	to	to	PART
cana-1983	115	15	identify	identify	VERB
cana-1983	115	16	risks	risk	NOUN
cana-1983	115	17	and	and	CCONJ
cana-1983	115	18	offer	offer	VERB
cana-1983	115	19	remediation	remediation	NOUN
cana-1983	115	20	strategies	strategy	NOUN
cana-1983	115	21	.	.	PUNCT
cana-1983	116	1	by	by	ADP
cana-1983	116	2	integrating	integrate	VERB
cana-1983	116	3	aws	aws	NOUN
cana-1983	116	4	services	service	NOUN
cana-1983	116	5	such	such	ADJ
cana-1983	116	6	as	as	ADP
cana-1983	116	7	vpc	vpc	NOUN
cana-1983	116	8	traffic	traffic	NOUN
cana-1983	116	9	logs	log	NOUN
cana-1983	116	10	,	,	PUNCT
cana-1983	116	11	guardduty	guardduty	NOUN
cana-1983	116	12	,	,	PUNCT
cana-1983	116	13	and	and	CCONJ
cana-1983	116	14	cloudtrail	cloudtrail	NOUN
cana-1983	116	15	,	,	PUNCT
cana-1983	116	16	the	the	DET
cana-1983	116	17	tool	tool	NOUN
cana-1983	116	18	can	can	AUX
cana-1983	116	19	be	be	AUX
cana-1983	116	20	tailored	tailor	VERB
cana-1983	116	21	to	to	PART
cana-1983	116	22	meet	meet	VERB
cana-1983	116	23	an	an	DET
cana-1983	116	24	organization	organization	NOUN
cana-1983	116	25	's	's	PART
cana-1983	116	26	specific	specific	ADJ
cana-1983	116	27	security	security	NOUN
cana-1983	116	28	needs	need	NOUN
cana-1983	116	29	.	.	PUNCT
cana-1983	117	1	the	the	DET
cana-1983	117	2	paper	paper	NOUN
cana-1983	117	3	details	detail	VERB
cana-1983	117	4	the	the	DET
cana-1983	117	5	cspm	cspm	NOUN
cana-1983	117	6	tool	tool	NOUN
cana-1983	117	7	's	's	PART
cana-1983	117	8	design	design	NOUN
cana-1983	117	9	,	,	PUNCT
cana-1983	117	10	monitoring	monitoring	NOUN
cana-1983	117	11	,	,	PUNCT
cana-1983	117	12	and	and	CCONJ
cana-1983	117	13	reporting	report	VERB
cana-1983	117	14	features	feature	NOUN
cana-1983	117	15	to	to	PART
cana-1983	117	16	enhance	enhance	VERB
cana-1983	117	17	cloud	cloud	ADJ
cana-1983	117	18	security	security	NOUN
cana-1983	117	19	and	and	CCONJ
cana-1983	117	20	compliance	compliance	NOUN
cana-1983	117	21	.	.	PUNCT
cana-1983	118	1	through	through	ADP
cana-1983	118	2	the	the	DET
cana-1983	118	3	strategic	strategic	ADJ
cana-1983	118	4	application	application	NOUN
cana-1983	118	5	of	of	ADP
cana-1983	118	6	ai	ai	PROPN
cana-1983	118	7	and	and	CCONJ
cana-1983	118	8	big	big	ADJ
cana-1983	118	9	data	datum	NOUN
cana-1983	118	10	,	,	PUNCT
cana-1983	118	11	the	the	DET
cana-1983	118	12	tool	tool	NOUN
cana-1983	118	13	helps	help	VERB
cana-1983	118	14	organizations	organization	NOUN
cana-1983	118	15	strengthen	strengthen	VERB
cana-1983	118	16	their	their	PRON
cana-1983	118	17	cloud	cloud	ADJ
cana-1983	118	18	security	security	NOUN
cana-1983	118	19	posture	posture	NOUN
cana-1983	118	20	and	and	CCONJ
cana-1983	118	21	mitigate	mitigate	VERB
cana-1983	118	22	environmental	environmental	ADJ
cana-1983	118	23	risks	risk	NOUN
cana-1983	118	24	.	.	PUNCT
cana-1983	119	1	this	this	DET
cana-1983	119	2	work	work	NOUN
cana-1983	119	3	impacts	impact	VERB
cana-1983	119	4	cloud	cloud	ADJ
cana-1983	119	5	data	datum	NOUN
cana-1983	119	6	management	management	NOUN
cana-1983	119	7	,	,	PUNCT
cana-1983	119	8	digital	digital	ADJ
cana-1983	119	9	connectivity	connectivity	NOUN
cana-1983	119	10	,	,	PUNCT
cana-1983	119	11	and	and	CCONJ
cana-1983	119	12	smart	smart	ADJ
cana-1983	119	13	mobility	mobility	NOUN
cana-1983	119	14	,	,	PUNCT
cana-1983	119	15	all	all	PRON
cana-1983	119	16	of	of	ADP
cana-1983	119	17	which	which	PRON
cana-1983	119	18	are	be	AUX
cana-1983	119	19	crucial	crucial	ADJ
cana-1983	119	20	components	component	NOUN
cana-1983	119	21	of	of	ADP
cana-1983	119	22	smart	smart	ADJ
cana-1983	119	23	cities	city	NOUN
cana-1983	119	24	[	[	X
cana-1983	119	25	17	17	NUM
cana-1983	119	26	]	]	PUNCT
cana-1983	119	27	.	.	PUNCT
cana-1983	120	1	williams	williams	PROPN
cana-1983	120	2	et	et	PROPN
cana-1983	120	3	al	al	PROPN
cana-1983	120	4	.	.	PROPN
cana-1983	120	5	examined	examine	VERB
cana-1983	120	6	the	the	DET
cana-1983	120	7	expanded	expand	VERB
cana-1983	120	8	attack	attack	NOUN
cana-1983	120	9	surface	surface	NOUN
cana-1983	120	10	of	of	ADP
cana-1983	120	11	an	an	DET
cana-1983	120	12	organization	organization	NOUN
cana-1983	120	13	’s	’s	PART
cana-1983	120	14	infrastructure	infrastructure	NOUN
cana-1983	120	15	and	and	CCONJ
cana-1983	120	16	applications	application	NOUN
cana-1983	120	17	,	,	PUNCT
cana-1983	120	18	particularly	particularly	ADV
cana-1983	120	19	in	in	ADP
cana-1983	120	20	cases	case	NOUN
cana-1983	120	21	where	where	SCONJ
cana-1983	120	22	cloud	cloud	NOUN
cana-1983	120	23	and	and	CCONJ
cana-1983	120	24	mobile	mobile	ADJ
cana-1983	120	25	computing	computing	NOUN
cana-1983	120	26	extend	extend	NOUN
cana-1983	120	27	beyond	beyond	ADP
cana-1983	120	28	the	the	DET
cana-1983	120	29	traditional	traditional	ADJ
cana-1983	120	30	physical	physical	ADJ
cana-1983	120	31	boundaries	boundary	NOUN
cana-1983	120	32	of	of	ADP
cana-1983	120	33	the	the	DET
cana-1983	120	34	organization	organization	NOUN
cana-1983	120	35	.	.	PUNCT
cana-1983	121	1	this	this	DET
cana-1983	121	2	extension	extension	NOUN
cana-1983	121	3	introduces	introduce	VERB
cana-1983	121	4	challenges	challenge	NOUN
cana-1983	121	5	in	in	ADP
cana-1983	121	6	assessing	assess	VERB
cana-1983	121	7	the	the	DET
cana-1983	121	8	overall	overall	ADJ
cana-1983	121	9	security	security	NOUN
cana-1983	121	10	posture	posture	NOUN
cana-1983	121	11	.	.	PUNCT
cana-1983	122	1	the	the	DET
cana-1983	122	2	study	study	NOUN
cana-1983	122	3	reviewed	review	VERB
cana-1983	122	4	methodologies	methodology	NOUN
cana-1983	122	5	such	such	ADJ
cana-1983	122	6	as	as	ADP
cana-1983	122	7	vulnerability	vulnerability	NOUN
cana-1983	122	8	assessments	assessment	NOUN
cana-1983	122	9	and	and	CCONJ
cana-1983	122	10	penetration	penetration	NOUN
cana-1983	122	11	testing	testing	NOUN
cana-1983	122	12	,	,	PUNCT
cana-1983	122	13	which	which	PRON
cana-1983	122	14	help	help	AUX
cana-1983	122	15	identify	identify	VERB
cana-1983	122	16	vulnerabilities	vulnerability	NOUN
cana-1983	122	17	that	that	PRON
cana-1983	122	18	contribute	contribute	VERB
cana-1983	122	19	to	to	PART
cana-1983	122	20	risk	risk	NOUN
cana-1983	122	21	assessment	assessment	NOUN
cana-1983	122	22	and	and	CCONJ
cana-1983	122	23	the	the	DET
cana-1983	122	24	development	development	NOUN
cana-1983	122	25	of	of	ADP
cana-1983	122	26	security	security	NOUN
cana-1983	122	27	policies	policy	NOUN
cana-1983	122	28	.	.	PUNCT
cana-1983	123	1	these	these	DET
cana-1983	123	2	methodologies	methodology	NOUN
cana-1983	123	3	also	also	ADV
cana-1983	123	4	aid	aid	VERB
cana-1983	123	5	in	in	ADP
cana-1983	123	6	evaluating	evaluate	VERB
cana-1983	123	7	the	the	DET
cana-1983	123	8	effectiveness	effectiveness	NOUN
cana-1983	123	9	of	of	ADP
cana-1983	123	10	countermeasures	countermeasure	NOUN
cana-1983	123	11	,	,	PUNCT
cana-1983	123	12	determining	determine	VERB
cana-1983	123	13	whether	whether	SCONJ
cana-1983	123	14	they	they	PRON
cana-1983	123	15	provide	provide	VERB
cana-1983	123	16	value	value	NOUN
cana-1983	123	17	for	for	ADP
cana-1983	123	18	money	money	NOUN
cana-1983	123	19	and	and	CCONJ
cana-1983	123	20	a	a	DET
cana-1983	123	21	positive	positive	ADJ
cana-1983	123	22	return	return	NOUN
cana-1983	123	23	on	on	ADP
cana-1983	123	24	investment	investment	NOUN
cana-1983	123	25	[	[	X
cana-1983	123	26	18	18	NUM
cana-1983	123	27	]	]	PUNCT
cana-1983	123	28	.	.	PUNCT
cana-1983	124	1	haim	haim	PROPN
cana-1983	124	2	et	et	PROPN
cana-1983	124	3	al	al	PROPN
cana-1983	124	4	.	.	PROPN
cana-1983	124	5	introduced	introduce	VERB
cana-1983	124	6	a	a	DET
cana-1983	124	7	system	system	NOUN
cana-1983	124	8	designed	design	VERB
cana-1983	124	9	to	to	PART
cana-1983	124	10	perform	perform	VERB
cana-1983	124	11	a	a	DET
cana-1983	124	12	coarse	coarse	ADV
cana-1983	124	13	-	-	PUNCT
cana-1983	124	14	grained	grain	VERB
cana-1983	124	15	assessment	assessment	NOUN
cana-1983	124	16	of	of	ADP
cana-1983	124	17	an	an	DET
cana-1983	124	18	organization	organization	NOUN
cana-1983	124	19	's	's	PART
cana-1983	124	20	security	security	NOUN
cana-1983	124	21	posture	posture	NOUN
cana-1983	124	22	against	against	ADP
cana-1983	124	23	a	a	DET
cana-1983	124	24	standard	standard	ADJ
cana-1983	124	25	control	control	NOUN
cana-1983	124	26	framework	framework	NOUN
cana-1983	124	27	.	.	PUNCT
cana-1983	125	1	they	they	PRON
cana-1983	125	2	proposed	propose	VERB
cana-1983	125	3	an	an	DET
cana-1983	125	4	ai	ai	NOUN
cana-1983	125	5	-	-	PUNCT
cana-1983	125	6	based	base	VERB
cana-1983	125	7	model	model	NOUN
cana-1983	125	8	to	to	PART
cana-1983	125	9	automate	automate	VERB
cana-1983	125	10	the	the	DET
cana-1983	125	11	mapping	mapping	NOUN
cana-1983	125	12	process	process	NOUN
cana-1983	125	13	and	and	CCONJ
cana-1983	125	14	empirically	empirically	ADV
cana-1983	125	15	evaluated	evaluate	VERB
cana-1983	125	16	its	its	PRON
cana-1983	125	17	performance	performance	NOUN
cana-1983	125	18	.	.	PUNCT
cana-1983	126	1	building	build	VERB
cana-1983	126	2	on	on	ADP
cana-1983	126	3	this	this	PRON
cana-1983	126	4	,	,	PUNCT
cana-1983	126	5	they	they	PRON
cana-1983	126	6	developed	develop	VERB
cana-1983	126	7	a	a	DET
cana-1983	126	8	domain	domain	NOUN
cana-1983	126	9	-	-	PUNCT
cana-1983	126	10	specific	specific	ADJ
cana-1983	126	11	taxonomy	taxonomy	NOUN
cana-1983	126	12	that	that	PRON
cana-1983	126	13	enhances	enhance	VERB
cana-1983	126	14	the	the	DET
cana-1983	126	15	granularity	granularity	NOUN
cana-1983	126	16	of	of	ADP
cana-1983	126	17	the	the	DET
cana-1983	126	18	assessment	assessment	NOUN
cana-1983	126	19	while	while	SCONJ
cana-1983	126	20	also	also	ADV
cana-1983	126	21	providing	provide	VERB
cana-1983	126	22	explainability	explainability	NOUN
cana-1983	126	23	.	.	PUNCT
cana-1983	127	1	additionally	additionally	ADV
cana-1983	127	2	,	,	PUNCT
cana-1983	127	3	they	they	PRON
cana-1983	127	4	discussed	discuss	VERB
cana-1983	127	5	how	how	SCONJ
cana-1983	127	6	this	this	DET
cana-1983	127	7	system	system	NOUN
cana-1983	127	8	is	be	AUX
cana-1983	127	9	currently	currently	ADV
cana-1983	127	10	used	use	VERB
cana-1983	127	11	in	in	ADP
cana-1983	127	12	production	production	NOUN
cana-1983	127	13	environments	environment	NOUN
cana-1983	127	14	[	[	X
cana-1983	127	15	19	19	NUM
cana-1983	127	16	]	]	PUNCT
cana-1983	127	17	.	.	PUNCT
cana-1983	128	1	an	an	PRON
cana-1983	128	2	et	et	PROPN
cana-1983	128	3	al	al	PROPN
cana-1983	128	4	.	.	PROPN
cana-1983	128	5	proposed	propose	VERB
cana-1983	128	6	a	a	DET
cana-1983	128	7	cloud	cloud	ADJ
cana-1983	128	8	security	security	NOUN
cana-1983	128	9	tool	tool	NOUN
cana-1983	128	10	called	call	VERB
cana-1983	128	11	cloudsafe	cloudsafe	NOUN
cana-1983	128	12	,	,	PUNCT
cana-1983	128	13	which	which	PRON
cana-1983	128	14	automates	automate	VERB
cana-1983	128	15	security	security	NOUN
cana-1983	128	16	assessments	assessment	NOUN
cana-1983	128	17	and	and	CCONJ
cana-1983	128	18	enforces	enforce	VERB
cana-1983	128	19	optimal	optimal	ADJ
cana-1983	128	20	security	security	NOUN
cana-1983	128	21	controls	control	NOUN
cana-1983	128	22	by	by	ADP
cana-1983	128	23	integrating	integrate	VERB
cana-1983	128	24	various	various	ADJ
cana-1983	128	25	security	security	NOUN
cana-1983	128	26	tools	tool	NOUN
cana-1983	128	27	.	.	PUNCT
cana-1983	129	1	to	to	PART
cana-1983	129	2	demonstrate	demonstrate	VERB
cana-1983	129	3	its	its	PRON
cana-1983	129	4	practicality	practicality	NOUN
cana-1983	129	5	,	,	PUNCT
cana-1983	129	6	they	they	PRON
cana-1983	129	7	implemented	implement	VERB
cana-1983	129	8	cloudsafe	cloudsafe	NOUN
cana-1983	129	9	and	and	CCONJ
cana-1983	129	10	conducted	conduct	VERB
cana-1983	129	11	security	security	NOUN
cana-1983	129	12	assessments	assessment	NOUN
cana-1983	129	13	on	on	ADP
cana-1983	129	14	amazon	amazon	PROPN
cana-1983	129	15	aws	aw	NOUN
cana-1983	129	16	.	.	PUNCT
cana-1983	130	1	they	they	PRON
cana-1983	130	2	also	also	ADV
cana-1983	130	3	analyzed	analyze	VERB
cana-1983	130	4	four	four	NUM
cana-1983	130	5	security	security	NOUN
cana-1983	130	6	countermeasures	countermeasure	NOUN
cana-1983	130	7	:	:	PUNCT
cana-1983	130	8	vulnerability	vulnerability	NOUN
cana-1983	130	9	patching	patching	NOUN
cana-1983	130	10	,	,	PUNCT
cana-1983	130	11	virtual	virtual	ADJ
cana-1983	130	12	patching	patching	NOUN
cana-1983	130	13	,	,	PUNCT
cana-1983	130	14	network	network	NOUN
cana-1983	130	15	hardening	hardening	NOUN
cana-1983	130	16	,	,	PUNCT
cana-1983	130	17	and	and	CCONJ
cana-1983	130	18	moving	move	VERB
cana-1983	130	19	target	target	NOUN
cana-1983	130	20	defense	defense	NOUN
cana-1983	130	21	.	.	PUNCT
cana-1983	131	1	virtual	virtual	ADJ
cana-1983	131	2	patching	patching	NOUN
cana-1983	131	3	,	,	PUNCT
cana-1983	131	4	network	network	NOUN
cana-1983	131	5	hardening	hardening	NOUN
cana-1983	131	6	,	,	PUNCT
cana-1983	131	7	and	and	CCONJ
cana-1983	131	8	moving	move	VERB
cana-1983	131	9	target	target	NOUN
cana-1983	131	10	defense	defense	NOUN
cana-1983	131	11	were	be	AUX
cana-1983	131	12	found	find	VERB
cana-1983	131	13	feasible	feasible	ADJ
cana-1983	131	14	for	for	ADP
cana-1983	131	15	deployment	deployment	NOUN
cana-1983	131	16	,	,	PUNCT
cana-1983	131	17	with	with	ADP
cana-1983	131	18	proof	proof	NOUN
cana-1983	131	19	-	-	PUNCT
cana-1983	131	20	of	of	ADP
cana-1983	131	21	-	-	PUNCT
cana-1983	131	22	concept	concept	NOUN
cana-1983	131	23	demonstrations	demonstration	NOUN
cana-1983	131	24	developed	develop	VERB
cana-1983	131	25	to	to	PART
cana-1983	131	26	validate	validate	VERB
cana-1983	131	27	the	the	DET
cana-1983	131	28	effectiveness	effectiveness	NOUN
cana-1983	131	29	of	of	ADP
cana-1983	131	30	each	each	DET
cana-1983	131	31	feasible	feasible	ADJ
cana-1983	131	32	countermeasure	countermeasure	NOUN
cana-1983	131	33	[	[	X
cana-1983	131	34	20	20	NUM
cana-1983	131	35	]	]	PUNCT
cana-1983	131	36	.	.	PUNCT
cana-1983	132	1	communications	communication	NOUN
cana-1983	132	2	on	on	ADP
cana-1983	132	3	applied	apply	VERB
cana-1983	132	4	nonlinear	nonlinear	ADJ
cana-1983	132	5	analysis	analysis	NOUN
cana-1983	132	6	issn	issn	NOUN
cana-1983	132	7	:	:	PUNCT
cana-1983	132	8	1074	1074	NUM
cana-1983	132	9	-	-	PUNCT
cana-1983	132	10	133x	133x	NUM
cana-1983	132	11	vol	vol	NOUN
cana-1983	132	12	32	32	NUM
cana-1983	132	13	no	no	NOUN
cana-1983	132	14	.	.	NOUN
cana-1983	132	15	3	3	NUM
cana-1983	132	16	(	(	PUNCT
cana-1983	132	17	2025	2025	NUM
cana-1983	132	18	)	)	PUNCT
cana-1983	132	19	350	350	NUM
cana-1983	132	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-1983	132	21	3	3	NUM
cana-1983	132	22	.	.	PUNCT
cana-1983	132	23	proposed	propose	VERB
cana-1983	132	24	work	work	NOUN
cana-1983	132	25	in	in	ADP
cana-1983	132	26	today	today	NOUN
cana-1983	132	27	’s	’s	PART
cana-1983	132	28	rapidly	rapidly	ADV
cana-1983	132	29	evolving	evolve	VERB
cana-1983	132	30	digital	digital	ADJ
cana-1983	132	31	landscape	landscape	NOUN
cana-1983	132	32	,	,	PUNCT
cana-1983	132	33	adopting	adopt	VERB
cana-1983	132	34	cloud	cloud	NOUN
cana-1983	132	35	computing	computing	NOUN
cana-1983	132	36	and	and	CCONJ
cana-1983	132	37	containerized	containerized	ADJ
cana-1983	132	38	applications	application	NOUN
cana-1983	132	39	has	have	AUX
cana-1983	132	40	become	become	VERB
cana-1983	132	41	ubiquitous	ubiquitous	ADJ
cana-1983	132	42	.	.	PUNCT
cana-1983	133	1	as	as	SCONJ
cana-1983	133	2	organizations	organization	NOUN
cana-1983	133	3	increasingly	increasingly	ADV
cana-1983	133	4	migrate	migrate	VERB
cana-1983	133	5	workloads	workload	NOUN
cana-1983	133	6	to	to	ADP
cana-1983	133	7	multi	multi	ADJ
cana-1983	133	8	-	-	ADJ
cana-1983	133	9	cloud	cloud	ADJ
cana-1983	133	10	environments	environment	NOUN
cana-1983	133	11	and	and	CCONJ
cana-1983	133	12	adopt	adopt	VERB
cana-1983	133	13	container	container	NOUN
cana-1983	133	14	technologies	technology	NOUN
cana-1983	133	15	like	like	ADP
cana-1983	133	16	docker	docker	PROPN
cana-1983	133	17	and	and	CCONJ
cana-1983	133	18	kubernetes	kubernete	NOUN
cana-1983	133	19	,	,	PUNCT
cana-1983	133	20	the	the	DET
cana-1983	133	21	complexity	complexity	NOUN
cana-1983	133	22	of	of	ADP
cana-1983	133	23	securing	secure	VERB
cana-1983	133	24	these	these	DET
cana-1983	133	25	environments	environment	NOUN
cana-1983	133	26	grows	grow	VERB
cana-1983	133	27	exponentially	exponentially	ADV
cana-1983	133	28	.	.	PUNCT
cana-1983	134	1	traditional	traditional	ADJ
cana-1983	134	2	security	security	NOUN
cana-1983	134	3	practices	practice	NOUN
cana-1983	134	4	often	often	ADV
cana-1983	134	5	fail	fail	VERB
cana-1983	134	6	to	to	PART
cana-1983	134	7	address	address	VERB
cana-1983	134	8	these	these	DET
cana-1983	134	9	cloud	cloud	NOUN
cana-1983	134	10	ecosystems	ecosystem	NOUN
cana-1983	134	11	'	'	PART
cana-1983	134	12	dynamic	dynamic	ADJ
cana-1983	134	13	nature	nature	NOUN
cana-1983	134	14	,	,	PUNCT
cana-1983	134	15	leading	lead	VERB
cana-1983	134	16	to	to	ADP
cana-1983	134	17	misconfigurations	misconfiguration	NOUN
cana-1983	134	18	,	,	PUNCT
cana-1983	134	19	vulnerabilities	vulnerability	NOUN
cana-1983	134	20	,	,	PUNCT
cana-1983	134	21	and	and	CCONJ
cana-1983	134	22	potential	potential	ADJ
cana-1983	134	23	security	security	NOUN
cana-1983	134	24	breaches	breach	NOUN
cana-1983	134	25	.	.	PUNCT
cana-1983	135	1	cloud	cloud	ADJ
cana-1983	135	2	guardian	guardian	PROPN
cana-1983	135	3	is	be	AUX
cana-1983	135	4	a	a	DET
cana-1983	135	5	novel	novel	ADJ
cana-1983	135	6	cspm	cspm	NOUN
cana-1983	135	7	platform	platform	NOUN
cana-1983	135	8	designed	design	VERB
cana-1983	135	9	to	to	PART
cana-1983	135	10	tackle	tackle	VERB
cana-1983	135	11	these	these	DET
cana-1983	135	12	challenges	challenge	NOUN
cana-1983	135	13	head	head	NOUN
cana-1983	135	14	-	-	PUNCT
cana-1983	135	15	on	on	ADP
cana-1983	135	16	.	.	PUNCT
cana-1983	136	1	by	by	ADP
cana-1983	136	2	integrating	integrate	VERB
cana-1983	136	3	multi	multi	ADJ
cana-1983	136	4	-	-	ADJ
cana-1983	136	5	cloud	cloud	ADJ
cana-1983	136	6	and	and	CCONJ
cana-1983	136	7	container	container	NOUN
cana-1983	136	8	security	security	NOUN
cana-1983	136	9	capabilities	capability	NOUN
cana-1983	136	10	with	with	ADP
cana-1983	136	11	advanced	advanced	ADJ
cana-1983	136	12	automation	automation	NOUN
cana-1983	136	13	,	,	PUNCT
cana-1983	136	14	cloud	cloud	NOUN
cana-1983	136	15	guardian	guardian	NOUN
cana-1983	136	16	provides	provide	VERB
cana-1983	136	17	a	a	DET
cana-1983	136	18	comprehensive	comprehensive	ADJ
cana-1983	136	19	solution	solution	NOUN
cana-1983	136	20	for	for	ADP
cana-1983	136	21	securing	secure	VERB
cana-1983	136	22	cloud	cloud	NOUN
cana-1983	136	23	infrastructures	infrastructure	NOUN
cana-1983	136	24	.	.	PUNCT
cana-1983	137	1	the	the	DET
cana-1983	137	2	platform	platform	NOUN
cana-1983	137	3	automates	automate	VERB
cana-1983	137	4	security	security	NOUN
cana-1983	137	5	assessments	assessment	NOUN
cana-1983	137	6	,	,	PUNCT
cana-1983	137	7	policy	policy	NOUN
cana-1983	137	8	enforcement	enforcement	NOUN
cana-1983	137	9	,	,	PUNCT
cana-1983	137	10	and	and	CCONJ
cana-1983	137	11	incident	incident	NOUN
cana-1983	137	12	response	response	NOUN
cana-1983	137	13	,	,	PUNCT
cana-1983	137	14	ensuring	ensure	VERB
cana-1983	137	15	that	that	SCONJ
cana-1983	137	16	cloud	cloud	ADJ
cana-1983	137	17	environments	environment	NOUN
cana-1983	137	18	remain	remain	VERB
cana-1983	137	19	compliant	compliant	ADJ
cana-1983	137	20	with	with	ADP
cana-1983	137	21	industry	industry	NOUN
cana-1983	137	22	standards	standard	NOUN
cana-1983	137	23	and	and	CCONJ
cana-1983	137	24	resilient	resilient	ADJ
cana-1983	137	25	against	against	ADP
cana-1983	137	26	evolving	evolve	VERB
cana-1983	137	27	threats	threat	NOUN
cana-1983	137	28	.	.	PUNCT
cana-1983	138	1	with	with	ADP
cana-1983	138	2	real	real	ADJ
cana-1983	138	3	-	-	PUNCT
cana-1983	138	4	time	time	NOUN
cana-1983	138	5	threat	threat	NOUN
cana-1983	138	6	intelligence	intelligence	NOUN
cana-1983	138	7	and	and	CCONJ
cana-1983	138	8	self	self	NOUN
cana-1983	138	9	-	-	PUNCT
cana-1983	138	10	healing	heal	VERB
cana-1983	138	11	mechanisms	mechanism	NOUN
cana-1983	138	12	,	,	PUNCT
cana-1983	138	13	cloud	cloud	ADJ
cana-1983	138	14	guardian	guardian	NOUN
cana-1983	138	15	acts	act	VERB
cana-1983	138	16	as	as	ADP
cana-1983	138	17	a	a	DET
cana-1983	138	18	sentinel	sentinel	NOUN
cana-1983	138	19	,	,	PUNCT
cana-1983	138	20	continuously	continuously	ADV
cana-1983	138	21	monitoring	monitor	VERB
cana-1983	138	22	cloud	cloud	ADJ
cana-1983	138	23	workloads	workload	NOUN
cana-1983	138	24	,	,	PUNCT
cana-1983	138	25	detecting	detect	VERB
cana-1983	138	26	misconfigurations	misconfiguration	NOUN
cana-1983	138	27	,	,	PUNCT
cana-1983	138	28	and	and	CCONJ
cana-1983	138	29	applying	apply	VERB
cana-1983	138	30	automated	automate	VERB
cana-1983	138	31	security	security	NOUN
cana-1983	138	32	fixes	fix	NOUN
cana-1983	138	33	.	.	PUNCT
cana-1983	139	1	3.1	3.1	NUM
cana-1983	139	2	multi	multi	ADJ
cana-1983	139	3	-	-	ADJ
cana-1983	139	4	cloud	cloud	ADJ
cana-1983	139	5	and	and	CCONJ
cana-1983	139	6	multi	multi	ADJ
cana-1983	139	7	-	-	ADJ
cana-1983	139	8	container	container	ADJ
cana-1983	139	9	support	support	NOUN
cana-1983	139	10	as	as	SCONJ
cana-1983	139	11	cloud	cloud	ADJ
cana-1983	139	12	adoption	adoption	NOUN
cana-1983	139	13	accelerates	accelerate	VERB
cana-1983	139	14	,	,	PUNCT
cana-1983	139	15	organizations	organization	NOUN
cana-1983	139	16	are	be	AUX
cana-1983	139	17	increasingly	increasingly	ADV
cana-1983	139	18	utilizing	utilize	VERB
cana-1983	139	19	multiple	multiple	ADJ
cana-1983	139	20	cloud	cloud	NOUN
cana-1983	139	21	platforms	platform	NOUN
cana-1983	139	22	like	like	ADP
cana-1983	139	23	aws	aw	NOUN
cana-1983	139	24	,	,	PUNCT
cana-1983	139	25	azure	azure	NOUN
cana-1983	139	26	,	,	PUNCT
cana-1983	139	27	and	and	CCONJ
cana-1983	139	28	gcp	gcp	VERB
cana-1983	139	29	to	to	PART
cana-1983	139	30	gain	gain	VERB
cana-1983	139	31	flexibility	flexibility	NOUN
cana-1983	139	32	,	,	PUNCT
cana-1983	139	33	redundancy	redundancy	NOUN
cana-1983	139	34	,	,	PUNCT
cana-1983	139	35	and	and	CCONJ
cana-1983	139	36	scalability	scalability	NOUN
cana-1983	139	37	.	.	PUNCT
cana-1983	140	1	simultaneously	simultaneously	ADV
cana-1983	140	2	,	,	PUNCT
cana-1983	140	3	container	container	NOUN
cana-1983	140	4	technologies	technology	NOUN
cana-1983	140	5	such	such	ADJ
cana-1983	140	6	as	as	ADP
cana-1983	140	7	docker	docker	PROPN
cana-1983	140	8	and	and	CCONJ
cana-1983	140	9	kubernetes	kubernete	NOUN
cana-1983	140	10	have	have	AUX
cana-1983	140	11	become	become	VERB
cana-1983	140	12	essential	essential	ADJ
cana-1983	140	13	for	for	ADP
cana-1983	140	14	efficiently	efficiently	ADV
cana-1983	140	15	developing	develop	VERB
cana-1983	140	16	,	,	PUNCT
cana-1983	140	17	deploying	deploying	NOUN
cana-1983	140	18	,	,	PUNCT
cana-1983	140	19	and	and	CCONJ
cana-1983	140	20	scaling	scale	VERB
cana-1983	140	21	applications	application	NOUN
cana-1983	140	22	.	.	PUNCT
cana-1983	141	1	however	however	ADV
cana-1983	141	2	,	,	PUNCT
cana-1983	141	3	managing	manage	VERB
cana-1983	141	4	the	the	DET
cana-1983	141	5	security	security	NOUN
cana-1983	141	6	of	of	ADP
cana-1983	141	7	such	such	ADJ
cana-1983	141	8	diverse	diverse	ADJ
cana-1983	141	9	cloud	cloud	NOUN
cana-1983	141	10	and	and	CCONJ
cana-1983	141	11	container	container	NOUN
cana-1983	141	12	environments	environment	NOUN
cana-1983	141	13	presents	present	VERB
cana-1983	141	14	significant	significant	ADJ
cana-1983	141	15	challenges	challenge	NOUN
cana-1983	141	16	,	,	PUNCT
cana-1983	141	17	as	as	SCONJ
cana-1983	141	18	each	each	DET
cana-1983	141	19	platform	platform	NOUN
cana-1983	141	20	has	have	VERB
cana-1983	141	21	its	its	PRON
cana-1983	141	22	own	own	ADJ
cana-1983	141	23	unique	unique	ADJ
cana-1983	141	24	security	security	NOUN
cana-1983	141	25	tools	tool	NOUN
cana-1983	141	26	,	,	PUNCT
cana-1983	141	27	apis	apis	ADJ
cana-1983	141	28	,	,	PUNCT
cana-1983	141	29	and	and	CCONJ
cana-1983	141	30	configuration	configuration	NOUN
cana-1983	141	31	requirements	requirement	NOUN
cana-1983	141	32	.	.	PUNCT
cana-1983	142	1	cloud	cloud	ADJ
cana-1983	142	2	guardian	guardian	NOUN
cana-1983	142	3	addresses	address	VERB
cana-1983	142	4	these	these	DET
cana-1983	142	5	challenges	challenge	NOUN
cana-1983	142	6	by	by	ADP
cana-1983	142	7	seamlessly	seamlessly	ADV
cana-1983	142	8	integrating	integrate	VERB
cana-1983	142	9	with	with	ADP
cana-1983	142	10	multi	multi	ADJ
cana-1983	142	11	-	-	ADJ
cana-1983	142	12	cloud	cloud	ADJ
cana-1983	142	13	environments	environment	NOUN
cana-1983	142	14	(	(	PUNCT
cana-1983	142	15	aws	aw	NOUN
cana-1983	142	16	,	,	PUNCT
cana-1983	142	17	azure	azure	NOUN
cana-1983	142	18	,	,	PUNCT
cana-1983	142	19	gcp	gcp	ADJ
cana-1983	142	20	)	)	PUNCT
cana-1983	142	21	and	and	CCONJ
cana-1983	142	22	container	container	NOUN
cana-1983	142	23	orchestration	orchestration	NOUN
cana-1983	142	24	platforms	platform	NOUN
cana-1983	142	25	(	(	PUNCT
cana-1983	142	26	docker	docker	NOUN
cana-1983	142	27	and	and	CCONJ
cana-1983	142	28	kubernetes	kubernete	NOUN
cana-1983	142	29	)	)	PUNCT
cana-1983	142	30	,	,	PUNCT
cana-1983	142	31	offering	offer	VERB
cana-1983	142	32	comprehensive	comprehensive	ADJ
cana-1983	142	33	security	security	NOUN
cana-1983	142	34	management	management	NOUN
cana-1983	142	35	across	across	ADP
cana-1983	142	36	these	these	DET
cana-1983	142	37	varied	varied	ADJ
cana-1983	142	38	infrastructures	infrastructure	NOUN
cana-1983	142	39	.	.	PUNCT
cana-1983	143	1	by	by	ADP
cana-1983	143	2	supporting	support	VERB
cana-1983	143	3	both	both	CCONJ
cana-1983	143	4	cloud	cloud	ADJ
cana-1983	143	5	and	and	CCONJ
cana-1983	143	6	container	container	NOUN
cana-1983	143	7	platforms	platform	NOUN
cana-1983	143	8	,	,	PUNCT
cana-1983	143	9	cloud	cloud	ADJ
cana-1983	143	10	guardian	guardian	NOUN
cana-1983	143	11	enables	enable	VERB
cana-1983	143	12	organizations	organization	NOUN
cana-1983	143	13	to	to	PART
cana-1983	143	14	maintain	maintain	VERB
cana-1983	143	15	a	a	DET
cana-1983	143	16	unified	unified	ADJ
cana-1983	143	17	security	security	NOUN
cana-1983	143	18	posture	posture	NOUN
cana-1983	143	19	,	,	PUNCT
cana-1983	143	20	ensuring	ensure	VERB
cana-1983	143	21	consistent	consistent	ADJ
cana-1983	143	22	security	security	NOUN
cana-1983	143	23	policies	policy	NOUN
cana-1983	143	24	,	,	PUNCT
cana-1983	143	25	real	real	ADJ
cana-1983	143	26	-	-	PUNCT
cana-1983	143	27	time	time	NOUN
cana-1983	143	28	threat	threat	NOUN
cana-1983	143	29	monitoring	monitoring	NOUN
cana-1983	143	30	,	,	PUNCT
cana-1983	143	31	and	and	CCONJ
cana-1983	143	32	automated	automated	ADJ
cana-1983	143	33	response	response	NOUN
cana-1983	143	34	mechanisms	mechanism	NOUN
cana-1983	143	35	.	.	PUNCT
cana-1983	144	1	the	the	DET
cana-1983	144	2	key	key	ADJ
cana-1983	144	3	benefits	benefit	NOUN
cana-1983	144	4	of	of	ADP
cana-1983	144	5	cloud	cloud	ADJ
cana-1983	144	6	guardian	guardian	NOUN
cana-1983	144	7	’s	’s	PART
cana-1983	144	8	multi	multi	ADJ
cana-1983	144	9	-	-	ADJ
cana-1983	144	10	cloud	cloud	ADJ
cana-1983	144	11	and	and	CCONJ
cana-1983	144	12	multi	multi	ADJ
cana-1983	144	13	-	-	ADJ
cana-1983	144	14	container	container	ADJ
cana-1983	144	15	support	support	NOUN
cana-1983	144	16	include	include	VERB
cana-1983	144	17	cross	cross	ADJ
cana-1983	144	18	-	-	ADJ
cana-1983	144	19	platform	platform	ADJ
cana-1983	144	20	visibility	visibility	NOUN
cana-1983	144	21	,	,	PUNCT
cana-1983	144	22	which	which	PRON
cana-1983	144	23	consolidates	consolidate	VERB
cana-1983	144	24	security	security	NOUN
cana-1983	144	25	insights	insight	NOUN
cana-1983	144	26	across	across	ADP
cana-1983	144	27	various	various	ADJ
cana-1983	144	28	cloud	cloud	NOUN
cana-1983	144	29	providers	provider	NOUN
cana-1983	144	30	and	and	CCONJ
cana-1983	144	31	container	container	NOUN
cana-1983	144	32	platforms	platform	NOUN
cana-1983	144	33	,	,	PUNCT
cana-1983	144	34	giving	give	VERB
cana-1983	144	35	organizations	organization	NOUN
cana-1983	144	36	a	a	DET
cana-1983	144	37	single	single	ADJ
cana-1983	144	38	-	-	PUNCT
cana-1983	144	39	pane	pane	NOUN
cana-1983	144	40	-	-	PUNCT
cana-1983	144	41	of	of	ADP
cana-1983	144	42	-	-	PUNCT
cana-1983	144	43	glass	glass	NOUN
cana-1983	144	44	view	view	NOUN
cana-1983	144	45	of	of	ADP
cana-1983	144	46	their	their	PRON
cana-1983	144	47	entire	entire	ADJ
cana-1983	144	48	cloud	cloud	NOUN
cana-1983	144	49	ecosystem	ecosystem	NOUN
cana-1983	144	50	.	.	PUNCT
cana-1983	145	1	additionally	additionally	ADV
cana-1983	145	2	,	,	PUNCT
cana-1983	145	3	it	it	PRON
cana-1983	145	4	offers	offer	VERB
cana-1983	145	5	unified	unified	ADJ
cana-1983	145	6	policy	policy	NOUN
cana-1983	145	7	management	management	NOUN
cana-1983	145	8	,	,	PUNCT
cana-1983	145	9	allowing	allow	VERB
cana-1983	145	10	security	security	NOUN
cana-1983	145	11	policies	policy	NOUN
cana-1983	145	12	to	to	PART
cana-1983	145	13	be	be	AUX
cana-1983	145	14	defined	define	VERB
cana-1983	145	15	and	and	CCONJ
cana-1983	145	16	enforced	enforce	VERB
cana-1983	145	17	consistently	consistently	ADV
cana-1983	145	18	across	across	ADP
cana-1983	145	19	all	all	DET
cana-1983	145	20	environments	environment	NOUN
cana-1983	145	21	,	,	PUNCT
cana-1983	145	22	minimizing	minimize	VERB
cana-1983	145	23	the	the	DET
cana-1983	145	24	risk	risk	NOUN
cana-1983	145	25	of	of	ADP
cana-1983	145	26	gaps	gap	NOUN
cana-1983	145	27	or	or	CCONJ
cana-1983	145	28	misconfigurations	misconfiguration	NOUN
cana-1983	145	29	.	.	PUNCT
cana-1983	146	1	finally	finally	ADV
cana-1983	146	2	,	,	PUNCT
cana-1983	146	3	cloud	cloud	ADJ
cana-1983	146	4	guardian	guardian	NOUN
cana-1983	146	5	is	be	AUX
cana-1983	146	6	scalable	scalable	ADJ
cana-1983	146	7	,	,	PUNCT
cana-1983	146	8	growing	grow	VERB
cana-1983	146	9	alongside	alongside	ADP
cana-1983	146	10	organizations	organization	NOUN
cana-1983	146	11	as	as	SCONJ
cana-1983	146	12	they	they	PRON
cana-1983	146	13	expand	expand	VERB
cana-1983	146	14	their	their	PRON
cana-1983	146	15	operations	operation	NOUN
cana-1983	146	16	across	across	ADP
cana-1983	146	17	multiple	multiple	ADJ
cana-1983	146	18	clouds	cloud	NOUN
cana-1983	146	19	and	and	CCONJ
cana-1983	146	20	containerized	containerized	ADJ
cana-1983	146	21	applications	application	NOUN
cana-1983	146	22	,	,	PUNCT
cana-1983	146	23	ensuring	ensure	VERB
cana-1983	146	24	continuous	continuous	ADJ
cana-1983	146	25	security	security	NOUN
cana-1983	146	26	monitoring	monitoring	NOUN
cana-1983	146	27	at	at	ADP
cana-1983	146	28	every	every	DET
cana-1983	146	29	stage	stage	NOUN
cana-1983	146	30	.	.	PUNCT
cana-1983	147	1	3.1.1	3.1.1	NUM
cana-1983	147	2	api	api	NOUN
cana-1983	147	3	integration	integration	NOUN
cana-1983	147	4	for	for	ADP
cana-1983	147	5	multi	multi	ADJ
cana-1983	147	6	-	-	ADJ
cana-1983	147	7	cloud	cloud	ADJ
cana-1983	147	8	platforms	platform	NOUN
cana-1983	147	9	(	(	PUNCT
cana-1983	147	10	aws	aw	NOUN
cana-1983	147	11	,	,	PUNCT
cana-1983	147	12	azure	azure	NOUN
cana-1983	147	13	,	,	PUNCT
cana-1983	147	14	gcp	gcp	ADJ
cana-1983	147	15	)	)	PUNCT
cana-1983	147	16	cloud	cloud	NOUN
cana-1983	147	17	guardian	guardian	NOUN
cana-1983	147	18	integrates	integrate	NOUN
cana-1983	147	19	with	with	ADP
cana-1983	147	20	major	major	ADJ
cana-1983	147	21	cloud	cloud	NOUN
cana-1983	147	22	providers	provider	NOUN
cana-1983	147	23	—	—	PUNCT
cana-1983	147	24	aws	aws	NOUN
cana-1983	147	25	,	,	PUNCT
cana-1983	147	26	azure	azure	NOUN
cana-1983	147	27	,	,	PUNCT
cana-1983	147	28	and	and	CCONJ
cana-1983	147	29	gcp	gcp	ADJ
cana-1983	147	30	—	—	PUNCT
cana-1983	147	31	by	by	ADP
cana-1983	147	32	utilizing	utilize	VERB
cana-1983	147	33	their	their	PRON
cana-1983	147	34	native	native	ADJ
cana-1983	147	35	apis	apis	NOUN
cana-1983	147	36	.	.	PUNCT
cana-1983	148	1	each	each	DET
cana-1983	148	2	cloud	cloud	NOUN
cana-1983	148	3	platform	platform	NOUN
cana-1983	148	4	offers	offer	VERB
cana-1983	148	5	unique	unique	ADJ
cana-1983	148	6	apis	apis	NOUN
cana-1983	148	7	to	to	PART
cana-1983	148	8	access	access	VERB
cana-1983	148	9	security	security	NOUN
cana-1983	148	10	configuration	configuration	NOUN
cana-1983	148	11	data	datum	NOUN
cana-1983	148	12	,	,	PUNCT
cana-1983	148	13	network	network	NOUN
cana-1983	148	14	settings	setting	NOUN
cana-1983	148	15	,	,	PUNCT
cana-1983	148	16	user	user	NOUN
cana-1983	148	17	permissions	permission	NOUN
cana-1983	148	18	,	,	PUNCT
cana-1983	148	19	and	and	CCONJ
cana-1983	148	20	runtime	runtime	NOUN
cana-1983	148	21	activity	activity	NOUN
cana-1983	148	22	.	.	PUNCT
cana-1983	149	1	through	through	ADP
cana-1983	149	2	these	these	DET
cana-1983	149	3	integrations	integration	NOUN
cana-1983	149	4	,	,	PUNCT
cana-1983	149	5	cloud	cloud	ADJ
cana-1983	149	6	guardian	guardian	NOUN
cana-1983	149	7	ensures	ensure	VERB
cana-1983	149	8	real	real	ADJ
cana-1983	149	9	-	-	PUNCT
cana-1983	149	10	time	time	NOUN
cana-1983	149	11	synchronization	synchronization	NOUN
cana-1983	149	12	with	with	ADP
cana-1983	149	13	each	each	DET
cana-1983	149	14	platform	platform	NOUN
cana-1983	149	15	’s	’s	PART
cana-1983	149	16	infrastructure	infrastructure	NOUN
cana-1983	149	17	,	,	PUNCT
cana-1983	149	18	providing	provide	VERB
cana-1983	149	19	comprehensive	comprehensive	ADJ
cana-1983	149	20	security	security	NOUN
cana-1983	149	21	management	management	NOUN
cana-1983	149	22	.	.	PUNCT
cana-1983	150	1	for	for	ADP
cana-1983	150	2	aws	aws	NOUN
cana-1983	150	3	integration	integration	NOUN
cana-1983	150	4	,	,	PUNCT
cana-1983	150	5	cloud	cloud	NOUN
cana-1983	150	6	guardian	guardian	NOUN
cana-1983	150	7	connects	connect	VERB
cana-1983	150	8	with	with	ADP
cana-1983	150	9	services	service	NOUN
cana-1983	150	10	such	such	ADJ
cana-1983	150	11	as	as	ADP
cana-1983	150	12	aws	aws	PROPN
cana-1983	150	13	config	config	PROPN
cana-1983	150	14	,	,	PUNCT
cana-1983	150	15	cloudtrail	cloudtrail	NOUN
cana-1983	150	16	,	,	PUNCT
cana-1983	150	17	and	and	CCONJ
cana-1983	150	18	guardduty	guardduty	NOUN
cana-1983	150	19	via	via	ADP
cana-1983	150	20	their	their	PRON
cana-1983	150	21	apis	apis	NOUN
cana-1983	150	22	.	.	PUNCT
cana-1983	151	1	this	this	PRON
cana-1983	151	2	allows	allow	VERB
cana-1983	151	3	continuous	continuous	ADJ
cana-1983	151	4	monitoring	monitoring	NOUN
cana-1983	151	5	for	for	ADP
cana-1983	151	6	security	security	NOUN
cana-1983	151	7	risks	risk	NOUN
cana-1983	151	8	like	like	ADP
cana-1983	151	9	misconfigured	misconfigured	ADJ
cana-1983	151	10	s3	s3	NOUN
cana-1983	151	11	buckets	bucket	NOUN
cana-1983	151	12	,	,	PUNCT
cana-1983	151	13	excessive	excessive	ADJ
cana-1983	151	14	permissions	permission	NOUN
cana-1983	151	15	in	in	ADP
cana-1983	151	16	iam	iam	PROPN
cana-1983	151	17	roles	role	NOUN
cana-1983	151	18	,	,	PUNCT
cana-1983	151	19	or	or	CCONJ
cana-1983	151	20	exposed	expose	VERB
cana-1983	151	21	ec2	ec2	NOUN
cana-1983	151	22	instances	instance	NOUN
cana-1983	151	23	.	.	PUNCT
cana-1983	152	1	in	in	ADP
cana-1983	152	2	the	the	DET
cana-1983	152	3	case	case	NOUN
cana-1983	152	4	of	of	ADP
cana-1983	152	5	azure	azure	NOUN
cana-1983	152	6	,	,	PUNCT
cana-1983	152	7	cloud	cloud	ADJ
cana-1983	152	8	guardian	guardian	NOUN
cana-1983	152	9	interacts	interact	VERB
cana-1983	152	10	with	with	ADP
cana-1983	152	11	azure	azure	ADJ
cana-1983	152	12	security	security	NOUN
cana-1983	152	13	center	center	NOUN
cana-1983	152	14	,	,	PUNCT
cana-1983	152	15	azure	azure	ADJ
cana-1983	152	16	policy	policy	NOUN
cana-1983	152	17	,	,	PUNCT
cana-1983	152	18	and	and	CCONJ
cana-1983	152	19	azure	azure	ADJ
cana-1983	152	20	resource	resource	NOUN
cana-1983	152	21	manager	manager	NOUN
cana-1983	152	22	(	(	PUNCT
cana-1983	152	23	arm	arm	PROPN
cana-1983	152	24	)	)	PUNCT
cana-1983	152	25	through	through	ADP
cana-1983	152	26	azure	azure	NOUN
cana-1983	152	27	’s	’s	PART
cana-1983	152	28	api	api	NOUN
cana-1983	152	29	to	to	PART
cana-1983	152	30	enforce	enforce	VERB
cana-1983	152	31	security	security	NOUN
cana-1983	152	32	policies	policy	NOUN
cana-1983	152	33	,	,	PUNCT
cana-1983	152	34	detect	detect	NOUN
cana-1983	152	35	vulnerabilities	vulnerability	NOUN
cana-1983	152	36	,	,	PUNCT
cana-1983	152	37	and	and	CCONJ
cana-1983	152	38	monitor	monitor	VERB
cana-1983	152	39	compliance	compliance	NOUN
cana-1983	152	40	with	with	ADP
cana-1983	152	41	industry	industry	NOUN
cana-1983	152	42	standards	standard	NOUN
cana-1983	152	43	.	.	PUNCT
cana-1983	153	1	similarly	similarly	ADV
cana-1983	153	2	,	,	PUNCT
cana-1983	153	3	for	for	ADP
cana-1983	153	4	gcp	gcp	ADJ
cana-1983	153	5	,	,	PUNCT
cana-1983	153	6	cloud	cloud	ADJ
cana-1983	153	7	guardian	guardian	NOUN
cana-1983	153	8	integrates	integrate	NOUN
cana-1983	153	9	with	with	ADP
cana-1983	153	10	services	service	NOUN
cana-1983	153	11	like	like	ADP
cana-1983	153	12	communications	communication	NOUN
cana-1983	153	13	on	on	ADP
cana-1983	153	14	applied	apply	VERB
cana-1983	153	15	nonlinear	nonlinear	ADJ
cana-1983	153	16	analysis	analysis	NOUN
cana-1983	153	17	issn	issn	NOUN
cana-1983	153	18	:	:	PUNCT
cana-1983	153	19	1074	1074	NUM
cana-1983	153	20	-	-	PUNCT
cana-1983	153	21	133x	133x	NUM
cana-1983	153	22	vol	vol	NOUN
cana-1983	153	23	32	32	NUM
cana-1983	153	24	no	no	NOUN
cana-1983	153	25	.	.	NOUN
cana-1983	153	26	3	3	NUM
cana-1983	153	27	(	(	PUNCT
cana-1983	153	28	2025	2025	NUM
cana-1983	153	29	)	)	PUNCT
cana-1983	153	30	351	351	NUM
cana-1983	153	31	https://internationalpubls.com	https://internationalpubls.com	X
cana-1983	153	32	google	google	PROPN
cana-1983	153	33	cloud	cloud	PROPN
cana-1983	153	34	security	security	NOUN
cana-1983	153	35	command	command	NOUN
cana-1983	153	36	center	center	NOUN
cana-1983	153	37	,	,	PUNCT
cana-1983	153	38	google	google	PROPN
cana-1983	153	39	iam	iam	PROPN
cana-1983	153	40	,	,	PUNCT
cana-1983	153	41	and	and	CCONJ
cana-1983	153	42	vpc	vpc	NOUN
cana-1983	153	43	security	security	NOUN
cana-1983	153	44	settings	setting	NOUN
cana-1983	153	45	,	,	PUNCT
cana-1983	153	46	ensuring	ensure	VERB
cana-1983	153	47	that	that	SCONJ
cana-1983	153	48	security	security	NOUN
cana-1983	153	49	policies	policy	NOUN
cana-1983	153	50	are	be	AUX
cana-1983	153	51	enforced	enforce	VERB
cana-1983	153	52	across	across	ADP
cana-1983	153	53	all	all	DET
cana-1983	153	54	gcp	gcp	ADJ
cana-1983	153	55	workloads	workload	NOUN
cana-1983	153	56	,	,	PUNCT
cana-1983	153	57	including	include	VERB
cana-1983	153	58	virtual	virtual	ADJ
cana-1983	153	59	machines	machine	NOUN
cana-1983	153	60	,	,	PUNCT
cana-1983	153	61	databases	database	NOUN
cana-1983	153	62	,	,	PUNCT
cana-1983	153	63	and	and	CCONJ
cana-1983	153	64	networking	network	VERB
cana-1983	153	65	components	component	NOUN
cana-1983	153	66	.	.	PUNCT
cana-1983	154	1	these	these	DET
cana-1983	154	2	integrations	integration	NOUN
cana-1983	154	3	offer	offer	VERB
cana-1983	154	4	key	key	ADJ
cana-1983	154	5	benefits	benefit	NOUN
cana-1983	154	6	such	such	ADJ
cana-1983	154	7	as	as	ADP
cana-1983	154	8	automated	automate	VERB
cana-1983	154	9	configuration	configuration	NOUN
cana-1983	154	10	monitoring	monitoring	NOUN
cana-1983	154	11	.	.	PUNCT
cana-1983	155	1	cloud	cloud	ADJ
cana-1983	155	2	guardian	guardian	NOUN
cana-1983	155	3	continuously	continuously	ADV
cana-1983	155	4	monitors	monitor	VERB
cana-1983	155	5	security	security	NOUN
cana-1983	155	6	configurations	configuration	NOUN
cana-1983	155	7	through	through	ADP
cana-1983	155	8	cloud	cloud	PROPN
cana-1983	155	9	apis	apis	PROPN
cana-1983	155	10	,	,	PUNCT
cana-1983	155	11	detecting	detect	VERB
cana-1983	155	12	misconfigurations	misconfiguration	NOUN
cana-1983	155	13	and	and	CCONJ
cana-1983	155	14	alerting	alert	VERB
cana-1983	155	15	administrators	administrator	NOUN
cana-1983	155	16	or	or	CCONJ
cana-1983	155	17	automatically	automatically	ADV
cana-1983	155	18	correcting	correct	VERB
cana-1983	155	19	issues	issue	NOUN
cana-1983	155	20	.	.	PUNCT
cana-1983	156	1	additionally	additionally	ADV
cana-1983	156	2	,	,	PUNCT
cana-1983	156	3	the	the	DET
cana-1983	156	4	api	api	NOUN
cana-1983	156	5	integration	integration	NOUN
cana-1983	156	6	enables	enable	VERB
cana-1983	156	7	cloud	cloud	ADJ
cana-1983	156	8	guardian	guardian	NOUN
cana-1983	156	9	to	to	PART
cana-1983	156	10	provide	provide	VERB
cana-1983	156	11	security	security	NOUN
cana-1983	156	12	posture	posture	NOUN
cana-1983	156	13	visualization	visualization	NOUN
cana-1983	156	14	,	,	PUNCT
cana-1983	156	15	presenting	present	VERB
cana-1983	156	16	data	datum	NOUN
cana-1983	156	17	on	on	ADP
cana-1983	156	18	security	security	NOUN
cana-1983	156	19	controls	control	NOUN
cana-1983	156	20	through	through	ADP
cana-1983	156	21	a	a	DET
cana-1983	156	22	unified	unified	ADJ
cana-1983	156	23	dashboard	dashboard	NOUN
cana-1983	156	24	,	,	PUNCT
cana-1983	156	25	allowing	allow	VERB
cana-1983	156	26	organizations	organization	NOUN
cana-1983	156	27	to	to	PART
cana-1983	156	28	see	see	VERB
cana-1983	156	29	the	the	DET
cana-1983	156	30	overall	overall	ADJ
cana-1983	156	31	security	security	NOUN
cana-1983	156	32	posture	posture	NOUN
cana-1983	156	33	across	across	ADP
cana-1983	156	34	all	all	DET
cana-1983	156	35	cloud	cloud	ADJ
cana-1983	156	36	environments	environment	NOUN
cana-1983	156	37	at	at	ADP
cana-1983	156	38	a	a	DET
cana-1983	156	39	glance	glance	NOUN
cana-1983	156	40	.	.	PUNCT
cana-1983	157	1	3.1.2	3.1.2	NUM
cana-1983	157	2	container	container	NOUN
cana-1983	157	3	orchestration	orchestration	NOUN
cana-1983	157	4	support	support	NOUN
cana-1983	157	5	(	(	PUNCT
cana-1983	157	6	docker	docker	PROPN
cana-1983	157	7	,	,	PUNCT
cana-1983	157	8	kubernetes	kubernetes	PROPN
cana-1983	157	9	)	)	PUNCT
cana-1983	157	10	cloud	cloud	NOUN
cana-1983	157	11	guardian	guardian	NOUN
cana-1983	157	12	is	be	AUX
cana-1983	157	13	fully	fully	ADV
cana-1983	157	14	integrated	integrate	VERB
cana-1983	157	15	with	with	ADP
cana-1983	157	16	container	container	NOUN
cana-1983	157	17	platforms	platform	NOUN
cana-1983	157	18	like	like	ADP
cana-1983	157	19	docker	docker	PROPN
cana-1983	157	20	and	and	CCONJ
cana-1983	157	21	kubernetes	kubernete	NOUN
cana-1983	157	22	,	,	PUNCT
cana-1983	157	23	allowing	allow	VERB
cana-1983	157	24	containerized	containerized	ADJ
cana-1983	157	25	applications	application	NOUN
cana-1983	157	26	to	to	PART
cana-1983	157	27	be	be	AUX
cana-1983	157	28	secured	secure	VERB
cana-1983	157	29	alongside	alongside	ADP
cana-1983	157	30	traditional	traditional	ADJ
cana-1983	157	31	cloud	cloud	NOUN
cana-1983	157	32	workloads	workload	NOUN
cana-1983	157	33	.	.	PUNCT
cana-1983	158	1	for	for	ADP
cana-1983	158	2	docker	docker	PROPN
cana-1983	158	3	,	,	PUNCT
cana-1983	158	4	cloud	cloud	NOUN
cana-1983	158	5	guardian	guardian	NOUN
cana-1983	158	6	connects	connect	VERB
cana-1983	158	7	with	with	ADP
cana-1983	158	8	docker	docker	PROPN
cana-1983	158	9	’s	’s	PART
cana-1983	158	10	api	api	NOUN
cana-1983	158	11	to	to	PART
cana-1983	158	12	scan	scan	VERB
cana-1983	158	13	images	image	NOUN
cana-1983	158	14	,	,	PUNCT
cana-1983	158	15	monitor	monitor	NOUN
cana-1983	158	16	containers	container	NOUN
cana-1983	158	17	,	,	PUNCT
cana-1983	158	18	and	and	CCONJ
cana-1983	158	19	enforce	enforce	VERB
cana-1983	158	20	security	security	NOUN
cana-1983	158	21	best	good	ADJ
cana-1983	158	22	practices	practice	NOUN
cana-1983	158	23	.	.	PUNCT
cana-1983	159	1	this	this	DET
cana-1983	159	2	integration	integration	NOUN
cana-1983	159	3	enables	enable	VERB
cana-1983	159	4	automated	automate	VERB
cana-1983	159	5	vulnerability	vulnerability	NOUN
cana-1983	159	6	scans	scan	NOUN
cana-1983	159	7	of	of	ADP
cana-1983	159	8	docker	docker	NOUN
cana-1983	159	9	images	image	NOUN
cana-1983	159	10	and	and	CCONJ
cana-1983	159	11	running	run	VERB
cana-1983	159	12	containers	container	NOUN
cana-1983	159	13	to	to	PART
cana-1983	159	14	identify	identify	VERB
cana-1983	159	15	outdated	outdated	ADJ
cana-1983	159	16	software	software	NOUN
cana-1983	159	17	,	,	PUNCT
cana-1983	159	18	insecure	insecure	ADJ
cana-1983	159	19	configurations	configuration	NOUN
cana-1983	159	20	,	,	PUNCT
cana-1983	159	21	or	or	CCONJ
cana-1983	159	22	exposed	expose	VERB
cana-1983	159	23	services	service	NOUN
cana-1983	159	24	.	.	PUNCT
cana-1983	160	1	additionally	additionally	ADV
cana-1983	160	2	,	,	PUNCT
cana-1983	160	3	cloud	cloud	ADJ
cana-1983	160	4	guardian	guardian	NOUN
cana-1983	160	5	enforces	enforce	VERB
cana-1983	160	6	container	container	NOUN
cana-1983	160	7	runtime	runtime	NOUN
cana-1983	160	8	security	security	NOUN
cana-1983	160	9	policies	policy	NOUN
cana-1983	160	10	,	,	PUNCT
cana-1983	160	11	ensuring	ensure	VERB
cana-1983	160	12	compliance	compliance	NOUN
cana-1983	160	13	with	with	ADP
cana-1983	160	14	least	least	ADJ
cana-1983	160	15	-	-	PUNCT
cana-1983	160	16	privilege	privilege	NOUN
cana-1983	160	17	principles	principle	NOUN
cana-1983	160	18	,	,	PUNCT
cana-1983	160	19	container	container	NOUN
cana-1983	160	20	isolation	isolation	NOUN
cana-1983	160	21	,	,	PUNCT
cana-1983	160	22	and	and	CCONJ
cana-1983	160	23	network	network	NOUN
cana-1983	160	24	security	security	NOUN
cana-1983	160	25	best	good	ADJ
cana-1983	160	26	practices	practice	NOUN
cana-1983	160	27	.	.	PUNCT
cana-1983	161	1	with	with	ADP
cana-1983	161	2	kubernetes	kubernete	NOUN
cana-1983	161	3	,	,	PUNCT
cana-1983	161	4	cloud	cloud	ADJ
cana-1983	161	5	guardian	guardian	NOUN
cana-1983	161	6	leverages	leverage	VERB
cana-1983	161	7	the	the	DET
cana-1983	161	8	kubernetes	kubernete	NOUN
cana-1983	161	9	api	api	VERB
cana-1983	161	10	to	to	PART
cana-1983	161	11	offer	offer	VERB
cana-1983	161	12	comprehensive	comprehensive	ADJ
cana-1983	161	13	cluster	cluster	NOUN
cana-1983	161	14	-	-	PUNCT
cana-1983	161	15	wide	wide	ADJ
cana-1983	161	16	security	security	NOUN
cana-1983	161	17	management	management	NOUN
cana-1983	161	18	.	.	PUNCT
cana-1983	162	1	it	it	PRON
cana-1983	162	2	communicates	communicate	VERB
cana-1983	162	3	with	with	ADP
cana-1983	162	4	the	the	DET
cana-1983	162	5	kubernetes	kubernetes	PROPN
cana-1983	162	6	control	control	PROPN
cana-1983	162	7	plane	plane	NOUN
cana-1983	162	8	to	to	PART
cana-1983	162	9	monitor	monitor	VERB
cana-1983	162	10	the	the	DET
cana-1983	162	11	security	security	NOUN
cana-1983	162	12	posture	posture	NOUN
cana-1983	162	13	of	of	ADP
cana-1983	162	14	nodes	node	NOUN
cana-1983	162	15	,	,	PUNCT
cana-1983	162	16	pods	pod	NOUN
cana-1983	162	17	,	,	PUNCT
cana-1983	162	18	and	and	CCONJ
cana-1983	162	19	services	service	NOUN
cana-1983	162	20	,	,	PUNCT
cana-1983	162	21	ensuring	ensure	VERB
cana-1983	162	22	that	that	SCONJ
cana-1983	162	23	role	role	NOUN
cana-1983	162	24	-	-	PUNCT
cana-1983	162	25	based	base	VERB
cana-1983	162	26	access	access	NOUN
cana-1983	162	27	control	control	NOUN
cana-1983	162	28	(	(	PUNCT
cana-1983	162	29	rbac	rbac	NOUN
cana-1983	162	30	)	)	PUNCT
cana-1983	162	31	policies	policy	NOUN
cana-1983	162	32	are	be	AUX
cana-1983	162	33	enforced	enforce	VERB
cana-1983	162	34	,	,	PUNCT
cana-1983	162	35	containers	container	NOUN
cana-1983	162	36	are	be	AUX
cana-1983	162	37	properly	properly	ADV
cana-1983	162	38	isolated	isolate	VERB
cana-1983	162	39	,	,	PUNCT
cana-1983	162	40	and	and	CCONJ
cana-1983	162	41	network	network	NOUN
cana-1983	162	42	policies	policy	NOUN
cana-1983	162	43	are	be	AUX
cana-1983	162	44	applied	apply	VERB
cana-1983	162	45	.	.	PUNCT
cana-1983	163	1	furthermore	furthermore	ADV
cana-1983	163	2	,	,	PUNCT
cana-1983	163	3	cloud	cloud	ADJ
cana-1983	163	4	guardian	guardian	NOUN
cana-1983	163	5	manages	manage	VERB
cana-1983	163	6	the	the	DET
cana-1983	163	7	security	security	NOUN
cana-1983	163	8	contexts	contexts	NOUN
cana-1983	163	9	of	of	ADP
cana-1983	163	10	kubernetes	kubernete	NOUN
cana-1983	163	11	workloads	workload	NOUN
cana-1983	163	12	,	,	PUNCT
cana-1983	163	13	verifying	verify	VERB
cana-1983	163	14	that	that	SCONJ
cana-1983	163	15	no	no	DET
cana-1983	163	16	container	container	NOUN
cana-1983	163	17	has	have	VERB
cana-1983	163	18	unnecessary	unnecessary	ADJ
cana-1983	163	19	privileges	privilege	NOUN
cana-1983	163	20	and	and	CCONJ
cana-1983	163	21	that	that	SCONJ
cana-1983	163	22	pods	pod	NOUN
cana-1983	163	23	are	be	AUX
cana-1983	163	24	configured	configure	VERB
cana-1983	163	25	securely	securely	ADV
cana-1983	163	26	.	.	PUNCT
cana-1983	164	1	the	the	DET
cana-1983	164	2	platform	platform	NOUN
cana-1983	164	3	also	also	ADV
cana-1983	164	4	continuously	continuously	ADV
cana-1983	164	5	benchmarks	benchmark	VERB
cana-1983	164	6	kubernetes	kubernete	NOUN
cana-1983	164	7	clusters	cluster	NOUN
cana-1983	164	8	against	against	ADP
cana-1983	164	9	the	the	DET
cana-1983	164	10	center	center	NOUN
cana-1983	164	11	for	for	ADP
cana-1983	164	12	internet	internet	NOUN
cana-1983	164	13	security	security	NOUN
cana-1983	164	14	(	(	PUNCT
cana-1983	164	15	cis	cis	NOUN
cana-1983	164	16	)	)	PUNCT
cana-1983	164	17	kubernetes	kubernete	NOUN
cana-1983	164	18	standards	standard	NOUN
cana-1983	164	19	,	,	PUNCT
cana-1983	164	20	providing	provide	VERB
cana-1983	164	21	insights	insight	NOUN
cana-1983	164	22	into	into	ADP
cana-1983	164	23	the	the	DET
cana-1983	164	24	security	security	NOUN
cana-1983	164	25	posture	posture	NOUN
cana-1983	164	26	and	and	CCONJ
cana-1983	164	27	recommending	recommend	VERB
cana-1983	164	28	improvements	improvement	NOUN
cana-1983	164	29	to	to	PART
cana-1983	164	30	enhance	enhance	VERB
cana-1983	164	31	overall	overall	ADJ
cana-1983	164	32	security	security	NOUN
cana-1983	164	33	.	.	PUNCT
cana-1983	165	1	3.1.3	3.1.3	NUM
cana-1983	165	2	cross	cross	ADJ
cana-1983	165	3	-	-	ADJ
cana-1983	165	4	platform	platform	ADJ
cana-1983	165	5	security	security	NOUN
cana-1983	165	6	management	management	NOUN
cana-1983	165	7	to	to	PART
cana-1983	165	8	ensure	ensure	VERB
cana-1983	165	9	consistent	consistent	ADJ
cana-1983	165	10	security	security	NOUN
cana-1983	165	11	across	across	ADP
cana-1983	165	12	diverse	diverse	ADJ
cana-1983	165	13	cloud	cloud	NOUN
cana-1983	165	14	and	and	CCONJ
cana-1983	165	15	container	container	NOUN
cana-1983	165	16	environments	environment	NOUN
cana-1983	165	17	,	,	PUNCT
cana-1983	165	18	cloud	cloud	ADJ
cana-1983	165	19	guardian	guardian	NOUN
cana-1983	165	20	’s	’s	PART
cana-1983	165	21	architecture	architecture	NOUN
cana-1983	165	22	is	be	AUX
cana-1983	165	23	designed	design	VERB
cana-1983	165	24	for	for	ADP
cana-1983	165	25	effective	effective	ADJ
cana-1983	165	26	cross	cross	ADJ
cana-1983	165	27	-	-	ADJ
cana-1983	165	28	platform	platform	ADJ
cana-1983	165	29	security	security	NOUN
cana-1983	165	30	management	management	NOUN
cana-1983	165	31	.	.	PUNCT
cana-1983	166	1	it	it	PRON
cana-1983	166	2	features	feature	VERB
cana-1983	166	3	centralized	centralized	ADJ
cana-1983	166	4	policy	policy	NOUN
cana-1983	166	5	management	management	NOUN
cana-1983	166	6	,	,	PUNCT
cana-1983	166	7	where	where	SCONJ
cana-1983	166	8	security	security	NOUN
cana-1983	166	9	policies	policy	NOUN
cana-1983	166	10	defined	define	VERB
cana-1983	166	11	in	in	ADP
cana-1983	166	12	cloud	cloud	ADJ
cana-1983	166	13	guardian	guardian	NOUN
cana-1983	166	14	are	be	AUX
cana-1983	166	15	centrally	centrally	ADV
cana-1983	166	16	controlled	control	VERB
cana-1983	166	17	and	and	CCONJ
cana-1983	166	18	uniformly	uniformly	ADV
cana-1983	166	19	applied	apply	VERB
cana-1983	166	20	across	across	ADP
cana-1983	166	21	aws	aws	NOUN
cana-1983	166	22	,	,	PUNCT
cana-1983	166	23	azure	azure	NOUN
cana-1983	166	24	,	,	PUNCT
cana-1983	166	25	gcp	gcp	PROPN
cana-1983	166	26	,	,	PUNCT
cana-1983	166	27	docker	docker	PROPN
cana-1983	166	28	,	,	PUNCT
cana-1983	166	29	and	and	CCONJ
cana-1983	166	30	kubernetes	kubernete	NOUN
cana-1983	166	31	.	.	PUNCT
cana-1983	167	1	this	this	DET
cana-1983	167	2	approach	approach	NOUN
cana-1983	167	3	simplifies	simplify	VERB
cana-1983	167	4	the	the	DET
cana-1983	167	5	management	management	NOUN
cana-1983	167	6	of	of	ADP
cana-1983	167	7	multiple	multiple	ADJ
cana-1983	167	8	security	security	NOUN
cana-1983	167	9	tools	tool	NOUN
cana-1983	167	10	and	and	CCONJ
cana-1983	167	11	platforms	platform	NOUN
cana-1983	167	12	,	,	PUNCT
cana-1983	167	13	reducing	reduce	VERB
cana-1983	167	14	overall	overall	ADJ
cana-1983	167	15	complexity	complexity	NOUN
cana-1983	167	16	.	.	PUNCT
cana-1983	168	1	cloud	cloud	NOUN
cana-1983	168	2	guardian	guardian	PROPN
cana-1983	168	3	also	also	ADV
cana-1983	168	4	integrates	integrate	VERB
cana-1983	168	5	unified	unified	ADJ
cana-1983	168	6	threat	threat	NOUN
cana-1983	168	7	intelligence	intelligence	NOUN
cana-1983	168	8	feeds	feed	NOUN
cana-1983	168	9	,	,	PUNCT
cana-1983	168	10	allowing	allow	VERB
cana-1983	168	11	for	for	ADP
cana-1983	168	12	simultaneous	simultaneous	ADJ
cana-1983	168	13	identification	identification	NOUN
cana-1983	168	14	and	and	CCONJ
cana-1983	168	15	mitigation	mitigation	NOUN
cana-1983	168	16	of	of	ADP
cana-1983	168	17	vulnerabilities	vulnerability	NOUN
cana-1983	168	18	and	and	CCONJ
cana-1983	168	19	attack	attack	NOUN
cana-1983	168	20	vectors	vector	NOUN
cana-1983	168	21	across	across	ADP
cana-1983	168	22	all	all	DET
cana-1983	168	23	platforms	platform	NOUN
cana-1983	168	24	.	.	PUNCT
cana-1983	169	1	this	this	PRON
cana-1983	169	2	ensures	ensure	VERB
cana-1983	169	3	a	a	DET
cana-1983	169	4	comprehensive	comprehensive	ADJ
cana-1983	169	5	approach	approach	NOUN
cana-1983	169	6	to	to	ADP
cana-1983	169	7	threat	threat	NOUN
cana-1983	169	8	detection	detection	NOUN
cana-1983	169	9	and	and	CCONJ
cana-1983	169	10	response	response	NOUN
cana-1983	169	11	.	.	PUNCT
cana-1983	170	1	furthermore	furthermore	ADV
cana-1983	170	2	,	,	PUNCT
cana-1983	170	3	cloud	cloud	ADJ
cana-1983	170	4	guardian	guardian	NOUN
cana-1983	170	5	provides	provide	VERB
cana-1983	170	6	automated	automate	VERB
cana-1983	170	7	incident	incident	NOUN
cana-1983	170	8	response	response	NOUN
cana-1983	170	9	capabilities	capability	NOUN
cana-1983	170	10	.	.	PUNCT
cana-1983	171	1	when	when	SCONJ
cana-1983	171	2	a	a	DET
cana-1983	171	3	vulnerability	vulnerability	NOUN
cana-1983	171	4	is	be	AUX
cana-1983	171	5	detected	detect	VERB
cana-1983	171	6	in	in	ADP
cana-1983	171	7	any	any	DET
cana-1983	171	8	cloud	cloud	NOUN
cana-1983	171	9	or	or	CCONJ
cana-1983	171	10	container	container	NOUN
cana-1983	171	11	environment	environment	NOUN
cana-1983	171	12	,	,	PUNCT
cana-1983	171	13	cloud	cloud	ADJ
cana-1983	171	14	guardian	guardian	NOUN
cana-1983	171	15	can	can	AUX
cana-1983	171	16	initiate	initiate	VERB
cana-1983	171	17	automated	automate	VERB
cana-1983	171	18	remediation	remediation	NOUN
cana-1983	171	19	processes	process	NOUN
cana-1983	171	20	,	,	PUNCT
cana-1983	171	21	such	such	ADJ
cana-1983	171	22	as	as	ADP
cana-1983	171	23	patching	patching	NOUN
cana-1983	171	24	or	or	CCONJ
cana-1983	171	25	configuration	configuration	NOUN
cana-1983	171	26	adjustments	adjustment	NOUN
cana-1983	171	27	,	,	PUNCT
cana-1983	171	28	across	across	ADP
cana-1983	171	29	all	all	DET
cana-1983	171	30	affected	affected	ADJ
cana-1983	171	31	platforms	platform	NOUN
cana-1983	171	32	.	.	PUNCT
cana-1983	172	1	by	by	ADP
cana-1983	172	2	delivering	deliver	VERB
cana-1983	172	3	unified	unified	ADJ
cana-1983	172	4	security	security	NOUN
cana-1983	172	5	management	management	NOUN
cana-1983	172	6	,	,	PUNCT
cana-1983	172	7	cloud	cloud	NOUN
cana-1983	172	8	guardian	guardian	NOUN
cana-1983	172	9	effectively	effectively	ADV
cana-1983	172	10	addresses	address	VERB
cana-1983	172	11	the	the	DET
cana-1983	172	12	complexities	complexity	NOUN
cana-1983	172	13	of	of	ADP
cana-1983	172	14	securing	secure	VERB
cana-1983	172	15	modern	modern	ADJ
cana-1983	172	16	cloud	cloud	ADJ
cana-1983	172	17	-	-	PUNCT
cana-1983	172	18	native	native	ADJ
cana-1983	172	19	architectures	architecture	NOUN
cana-1983	172	20	,	,	PUNCT
cana-1983	172	21	enhancing	enhance	VERB
cana-1983	172	22	overall	overall	ADJ
cana-1983	172	23	security	security	NOUN
cana-1983	172	24	posture	posture	NOUN
cana-1983	172	25	and	and	CCONJ
cana-1983	172	26	minimizing	minimize	VERB
cana-1983	172	27	risk	risk	NOUN
cana-1983	172	28	.	.	PUNCT
cana-1983	173	1	3.2	3.2	NUM
cana-1983	173	2	automated	automate	VERB
cana-1983	173	3	security	security	NOUN
cana-1983	173	4	assessment	assessment	NOUN
cana-1983	173	5	and	and	CCONJ
cana-1983	173	6	policy	policy	NOUN
cana-1983	173	7	enforcement	enforcement	NOUN
cana-1983	173	8	in	in	ADP
cana-1983	173	9	dynamic	dynamic	ADJ
cana-1983	173	10	cloud	cloud	NOUN
cana-1983	173	11	environments	environment	NOUN
cana-1983	173	12	where	where	SCONJ
cana-1983	173	13	infrastructure	infrastructure	NOUN
cana-1983	173	14	and	and	CCONJ
cana-1983	173	15	workloads	workload	NOUN
cana-1983	173	16	can	can	AUX
cana-1983	173	17	change	change	VERB
cana-1983	173	18	rapidly	rapidly	ADV
cana-1983	173	19	,	,	PUNCT
cana-1983	173	20	manual	manual	ADJ
cana-1983	173	21	security	security	NOUN
cana-1983	173	22	assessments	assessment	NOUN
cana-1983	173	23	and	and	CCONJ
cana-1983	173	24	policy	policy	NOUN
cana-1983	173	25	enforcement	enforcement	NOUN
cana-1983	173	26	are	be	AUX
cana-1983	173	27	often	often	ADV
cana-1983	173	28	insufficient	insufficient	ADJ
cana-1983	173	29	to	to	PART
cana-1983	173	30	maintain	maintain	VERB
cana-1983	173	31	continuous	continuous	ADJ
cana-1983	173	32	compliance	compliance	NOUN
cana-1983	173	33	and	and	CCONJ
cana-1983	173	34	protection	protection	NOUN
cana-1983	173	35	.	.	PUNCT
cana-1983	174	1	cloud	cloud	ADJ
cana-1983	174	2	guardian	guardian	NOUN
cana-1983	174	3	addresses	address	NOUN
cana-1983	174	4	this	this	DET
cana-1983	174	5	challenge	challenge	NOUN
cana-1983	174	6	by	by	ADP
cana-1983	174	7	incorporating	incorporate	VERB
cana-1983	174	8	automated	automate	VERB
cana-1983	174	9	security	security	NOUN
cana-1983	174	10	assessment	assessment	NOUN
cana-1983	174	11	and	and	CCONJ
cana-1983	174	12	policy	policy	NOUN
cana-1983	174	13	enforcement	enforcement	NOUN
cana-1983	174	14	mechanisms	mechanism	NOUN
cana-1983	174	15	that	that	PRON
cana-1983	174	16	ensure	ensure	VERB
cana-1983	174	17	cloud	cloud	ADJ
cana-1983	174	18	environments	environment	NOUN
cana-1983	174	19	remain	remain	VERB
cana-1983	174	20	secure	secure	ADJ
cana-1983	174	21	,	,	PUNCT
cana-1983	174	22	compliant	compliant	ADJ
cana-1983	174	23	,	,	PUNCT
cana-1983	174	24	and	and	CCONJ
cana-1983	174	25	resilient	resilient	ADJ
cana-1983	174	26	against	against	ADP
cana-1983	174	27	evolving	evolve	VERB
cana-1983	174	28	threats	threat	NOUN
cana-1983	174	29	.	.	PUNCT
cana-1983	175	1	by	by	ADP
cana-1983	175	2	automating	automate	VERB
cana-1983	175	3	these	these	DET
cana-1983	175	4	processes	process	NOUN
cana-1983	175	5	,	,	PUNCT
cana-1983	175	6	cloud	cloud	ADJ
cana-1983	175	7	guardian	guardian	NOUN
cana-1983	175	8	helps	help	VERB
cana-1983	175	9	communications	communication	NOUN
cana-1983	175	10	on	on	ADP
cana-1983	175	11	applied	apply	VERB
cana-1983	175	12	nonlinear	nonlinear	ADJ
cana-1983	175	13	analysis	analysis	NOUN
cana-1983	175	14	issn	issn	NOUN
cana-1983	175	15	:	:	PUNCT
cana-1983	175	16	1074	1074	NUM
cana-1983	175	17	-	-	PUNCT
cana-1983	175	18	133x	133x	NUM
cana-1983	175	19	vol	vol	NOUN
cana-1983	175	20	32	32	NUM
cana-1983	175	21	no	no	NOUN
cana-1983	175	22	.	.	NOUN
cana-1983	175	23	3	3	NUM
cana-1983	175	24	(	(	PUNCT
cana-1983	175	25	2025	2025	NUM
cana-1983	175	26	)	)	PUNCT
cana-1983	175	27	352	352	NUM
cana-1983	175	28	https://internationalpubls.com	https://internationalpubls.com	X
cana-1983	175	29	organizations	organization	NOUN
cana-1983	175	30	prevent	prevent	VERB
cana-1983	175	31	misconfigurations	misconfiguration	NOUN
cana-1983	175	32	,	,	PUNCT
cana-1983	175	33	enforce	enforce	VERB
cana-1983	175	34	security	security	NOUN
cana-1983	175	35	standards	standard	NOUN
cana-1983	175	36	,	,	PUNCT
cana-1983	175	37	and	and	CCONJ
cana-1983	175	38	respond	respond	VERB
cana-1983	175	39	quickly	quickly	ADV
cana-1983	175	40	to	to	ADP
cana-1983	175	41	vulnerabilities	vulnerability	NOUN
cana-1983	175	42	or	or	CCONJ
cana-1983	175	43	security	security	NOUN
cana-1983	175	44	incidents	incident	NOUN
cana-1983	175	45	.	.	PUNCT
cana-1983	176	1	3.2.1	3.2.1	NUM
cana-1983	176	2	policy	policy	NOUN
cana-1983	176	3	automation	automation	NOUN
cana-1983	176	4	automated	automate	VERB
cana-1983	176	5	policy	policy	NOUN
cana-1983	176	6	enforcement	enforcement	NOUN
cana-1983	176	7	is	be	AUX
cana-1983	176	8	essential	essential	ADJ
cana-1983	176	9	for	for	ADP
cana-1983	176	10	maintaining	maintain	VERB
cana-1983	176	11	a	a	DET
cana-1983	176	12	consistent	consistent	ADJ
cana-1983	176	13	security	security	NOUN
cana-1983	176	14	posture	posture	NOUN
cana-1983	176	15	across	across	ADP
cana-1983	176	16	multicloud	multicloud	NOUN
cana-1983	176	17	and	and	CCONJ
cana-1983	176	18	container	container	NOUN
cana-1983	176	19	environments	environment	NOUN
cana-1983	176	20	,	,	PUNCT
cana-1983	176	21	and	and	CCONJ
cana-1983	176	22	cloud	cloud	ADJ
cana-1983	176	23	guardian	guardian	NOUN
cana-1983	176	24	excels	excel	VERB
cana-1983	176	25	in	in	ADP
cana-1983	176	26	this	this	DET
cana-1983	176	27	area	area	NOUN
cana-1983	176	28	.	.	PUNCT
cana-1983	177	1	it	it	PRON
cana-1983	177	2	allows	allow	VERB
cana-1983	177	3	for	for	ADP
cana-1983	177	4	the	the	DET
cana-1983	177	5	centralized	centralized	ADJ
cana-1983	177	6	definition	definition	NOUN
cana-1983	177	7	of	of	ADP
cana-1983	177	8	security	security	NOUN
cana-1983	177	9	policies	policy	NOUN
cana-1983	177	10	based	base	VERB
cana-1983	177	11	on	on	ADP
cana-1983	177	12	organizational	organizational	ADJ
cana-1983	177	13	standards	standard	NOUN
cana-1983	177	14	and	and	CCONJ
cana-1983	177	15	industry	industry	NOUN
cana-1983	177	16	best	good	ADJ
cana-1983	177	17	practices	practice	NOUN
cana-1983	177	18	.	.	PUNCT
cana-1983	178	1	these	these	DET
cana-1983	178	2	policies	policy	NOUN
cana-1983	178	3	are	be	AUX
cana-1983	178	4	then	then	ADV
cana-1983	178	5	applied	apply	VERB
cana-1983	178	6	consistently	consistently	ADV
cana-1983	178	7	across	across	ADP
cana-1983	178	8	aws	aws	NOUN
cana-1983	178	9	,	,	PUNCT
cana-1983	178	10	azure	azure	NOUN
cana-1983	178	11	,	,	PUNCT
cana-1983	178	12	gcp	gcp	PROPN
cana-1983	178	13	,	,	PUNCT
cana-1983	178	14	docker	docker	PROPN
cana-1983	178	15	,	,	PUNCT
cana-1983	178	16	and	and	CCONJ
cana-1983	178	17	kubernetes	kubernete	NOUN
cana-1983	178	18	.	.	PUNCT
cana-1983	179	1	cloud	cloud	ADJ
cana-1983	179	2	guardian	guardian	PROPN
cana-1983	179	3	automates	automate	VERB
cana-1983	179	4	policy	policy	NOUN
cana-1983	179	5	enforcement	enforcement	NOUN
cana-1983	179	6	through	through	ADP
cana-1983	179	7	real	real	ADJ
cana-1983	179	8	-	-	PUNCT
cana-1983	179	9	time	time	NOUN
cana-1983	179	10	monitoring	monitoring	NOUN
cana-1983	179	11	,	,	PUNCT
cana-1983	179	12	configuration	configuration	NOUN
cana-1983	179	13	management	management	NOUN
cana-1983	179	14	,	,	PUNCT
cana-1983	179	15	and	and	CCONJ
cana-1983	179	16	dynamic	dynamic	ADJ
cana-1983	179	17	updates	update	NOUN
cana-1983	179	18	.	.	PUNCT
cana-1983	180	1	it	it	PRON
cana-1983	180	2	continuously	continuously	ADV
cana-1983	180	3	monitors	monitor	VERB
cana-1983	180	4	resources	resource	NOUN
cana-1983	180	5	and	and	CCONJ
cana-1983	180	6	containers	container	NOUN
cana-1983	180	7	,	,	PUNCT
cana-1983	180	8	detects	detect	NOUN
cana-1983	180	9	deviations	deviation	NOUN
cana-1983	180	10	from	from	ADP
cana-1983	180	11	policies	policy	NOUN
cana-1983	180	12	,	,	PUNCT
cana-1983	180	13	and	and	CCONJ
cana-1983	180	14	triggers	trigger	NOUN
cana-1983	180	15	alerts	alert	NOUN
cana-1983	180	16	or	or	CCONJ
cana-1983	180	17	automated	automate	VERB
cana-1983	180	18	responses	response	NOUN
cana-1983	180	19	.	.	PUNCT
cana-1983	181	1	integration	integration	NOUN
cana-1983	181	2	with	with	ADP
cana-1983	181	3	cloud	cloud	NOUN
cana-1983	181	4	and	and	CCONJ
cana-1983	181	5	container	container	NOUN
cana-1983	181	6	platforms	platform	NOUN
cana-1983	181	7	ensures	ensure	VERB
cana-1983	181	8	that	that	SCONJ
cana-1983	181	9	security	security	NOUN
cana-1983	181	10	policies	policy	NOUN
cana-1983	181	11	are	be	AUX
cana-1983	181	12	applied	apply	VERB
cana-1983	181	13	during	during	ADP
cana-1983	181	14	resource	resource	NOUN
cana-1983	181	15	provisioning	provisioning	NOUN
cana-1983	181	16	and	and	CCONJ
cana-1983	181	17	adjusted	adjust	VERB
cana-1983	181	18	as	as	SCONJ
cana-1983	181	19	infrastructure	infrastructure	NOUN
cana-1983	181	20	changes	change	NOUN
cana-1983	181	21	occur	occur	VERB
cana-1983	181	22	.	.	PUNCT
cana-1983	182	1	the	the	DET
cana-1983	182	2	platform	platform	NOUN
cana-1983	182	3	ensures	ensure	VERB
cana-1983	182	4	continuous	continuous	ADJ
cana-1983	182	5	compliance	compliance	NOUN
cana-1983	182	6	by	by	ADP
cana-1983	182	7	regularly	regularly	ADV
cana-1983	182	8	assessing	assess	VERB
cana-1983	182	9	resources	resource	NOUN
cana-1983	182	10	against	against	ADP
cana-1983	182	11	predefined	predefine	VERB
cana-1983	182	12	policies	policy	NOUN
cana-1983	182	13	and	and	CCONJ
cana-1983	182	14	generating	generate	VERB
cana-1983	182	15	automated	automate	VERB
cana-1983	182	16	compliance	compliance	NOUN
cana-1983	182	17	reports	report	NOUN
cana-1983	182	18	for	for	ADP
cana-1983	182	19	regulatory	regulatory	ADJ
cana-1983	182	20	audits	audits	NOUN
cana-1983	182	21	.	.	PUNCT
cana-1983	183	1	key	key	ADJ
cana-1983	183	2	benefits	benefit	NOUN
cana-1983	183	3	include	include	VERB
cana-1983	183	4	proactive	proactive	ADJ
cana-1983	183	5	security	security	NOUN
cana-1983	183	6	,	,	PUNCT
cana-1983	183	7	scalable	scalable	ADJ
cana-1983	183	8	enforcement	enforcement	NOUN
cana-1983	183	9	across	across	ADP
cana-1983	183	10	multiple	multiple	ADJ
cana-1983	183	11	platforms	platform	NOUN
cana-1983	183	12	,	,	PUNCT
cana-1983	183	13	and	and	CCONJ
cana-1983	183	14	increased	increase	VERB
cana-1983	183	15	efficiency	efficiency	NOUN
cana-1983	183	16	by	by	ADP
cana-1983	183	17	reducing	reduce	VERB
cana-1983	183	18	the	the	DET
cana-1983	183	19	risk	risk	NOUN
cana-1983	183	20	of	of	ADP
cana-1983	183	21	human	human	ADJ
cana-1983	183	22	error	error	NOUN
cana-1983	183	23	and	and	CCONJ
cana-1983	183	24	saving	save	VERB
cana-1983	183	25	time	time	NOUN
cana-1983	183	26	.	.	PUNCT
cana-1983	184	1	3.2.2	3.2.2	NUM
cana-1983	184	2	self	self	NOUN
cana-1983	184	3	-	-	PUNCT
cana-1983	184	4	healing	heal	VERB
cana-1983	184	5	incident	incident	NOUN
cana-1983	184	6	response	response	NOUN
cana-1983	184	7	in	in	ADP
cana-1983	184	8	cloud	cloud	ADJ
cana-1983	184	9	environments	environment	NOUN
cana-1983	184	10	,	,	PUNCT
cana-1983	184	11	security	security	NOUN
cana-1983	184	12	incidents	incident	NOUN
cana-1983	184	13	can	can	AUX
cana-1983	184	14	occur	occur	VERB
cana-1983	184	15	at	at	ADP
cana-1983	184	16	any	any	DET
cana-1983	184	17	time	time	NOUN
cana-1983	184	18	due	due	ADP
cana-1983	184	19	to	to	ADP
cana-1983	184	20	misconfigurations	misconfiguration	NOUN
cana-1983	184	21	,	,	PUNCT
cana-1983	184	22	vulnerabilities	vulnerability	NOUN
cana-1983	184	23	,	,	PUNCT
cana-1983	184	24	or	or	CCONJ
cana-1983	184	25	malicious	malicious	ADJ
cana-1983	184	26	attacks	attack	NOUN
cana-1983	184	27	.	.	PUNCT
cana-1983	185	1	cloud	cloud	NOUN
cana-1983	185	2	guardian	guardian	PROPN
cana-1983	185	3	incorporates	incorporate	VERB
cana-1983	185	4	a	a	DET
cana-1983	185	5	self	self	NOUN
cana-1983	185	6	-	-	PUNCT
cana-1983	185	7	healing	heal	VERB
cana-1983	185	8	incident	incident	NOUN
cana-1983	185	9	response	response	NOUN
cana-1983	185	10	mechanism	mechanism	NOUN
cana-1983	185	11	that	that	PRON
cana-1983	185	12	automatically	automatically	ADV
cana-1983	185	13	detects	detect	NOUN
cana-1983	185	14	,	,	PUNCT
cana-1983	185	15	isolates	isolate	NOUN
cana-1983	185	16	,	,	PUNCT
cana-1983	185	17	and	and	CCONJ
cana-1983	185	18	remediates	remediate	VERB
cana-1983	185	19	security	security	NOUN
cana-1983	185	20	issues	issue	NOUN
cana-1983	185	21	.	.	PUNCT
cana-1983	186	1	this	this	PRON
cana-1983	186	2	ensures	ensure	VERB
cana-1983	186	3	that	that	SCONJ
cana-1983	186	4	breaches	breach	NOUN
cana-1983	186	5	or	or	CCONJ
cana-1983	186	6	policy	policy	NOUN
cana-1983	186	7	violations	violation	NOUN
cana-1983	186	8	are	be	AUX
cana-1983	186	9	quickly	quickly	ADV
cana-1983	186	10	resolved	resolve	VERB
cana-1983	186	11	without	without	ADP
cana-1983	186	12	manual	manual	ADJ
cana-1983	186	13	intervention	intervention	NOUN
cana-1983	186	14	,	,	PUNCT
cana-1983	186	15	minimizing	minimize	VERB
cana-1983	186	16	the	the	DET
cana-1983	186	17	time	time	NOUN
cana-1983	186	18	vulnerabilities	vulnerability	NOUN
cana-1983	186	19	remain	remain	VERB
cana-1983	186	20	exposed	expose	VERB
cana-1983	186	21	.	.	PUNCT
cana-1983	187	1	the	the	DET
cana-1983	187	2	self	self	NOUN
cana-1983	187	3	-	-	PUNCT
cana-1983	187	4	healing	healing	NOUN
cana-1983	187	5	mechanism	mechanism	NOUN
cana-1983	187	6	works	work	VERB
cana-1983	187	7	through	through	ADP
cana-1983	187	8	several	several	ADJ
cana-1983	187	9	key	key	ADJ
cana-1983	187	10	processes	process	NOUN
cana-1983	187	11	.	.	PUNCT
cana-1983	188	1	first	first	ADV
cana-1983	188	2	,	,	PUNCT
cana-1983	188	3	cloud	cloud	ADJ
cana-1983	188	4	guardian	guardian	NOUN
cana-1983	188	5	enables	enable	VERB
cana-1983	188	6	automated	automated	ADJ
cana-1983	188	7	detection	detection	NOUN
cana-1983	188	8	through	through	ADP
cana-1983	188	9	continuous	continuous	ADJ
cana-1983	188	10	monitoring	monitoring	NOUN
cana-1983	188	11	of	of	ADP
cana-1983	188	12	cloud	cloud	NOUN
cana-1983	188	13	infrastructure	infrastructure	NOUN
cana-1983	188	14	and	and	CCONJ
cana-1983	188	15	container	container	NOUN
cana-1983	188	16	workloads	workload	NOUN
cana-1983	188	17	for	for	ADP
cana-1983	188	18	suspicious	suspicious	ADJ
cana-1983	188	19	activities	activity	NOUN
cana-1983	188	20	,	,	PUNCT
cana-1983	188	21	misconfigurations	misconfiguration	NOUN
cana-1983	188	22	,	,	PUNCT
cana-1983	188	23	or	or	CCONJ
cana-1983	188	24	vulnerabilities	vulnerability	NOUN
cana-1983	188	25	.	.	PUNCT
cana-1983	189	1	it	it	PRON
cana-1983	189	2	monitors	monitor	VERB
cana-1983	189	3	network	network	NOUN
cana-1983	189	4	traffic	traffic	NOUN
cana-1983	189	5	,	,	PUNCT
cana-1983	189	6	access	access	NOUN
cana-1983	189	7	control	control	NOUN
cana-1983	189	8	changes	change	NOUN
cana-1983	189	9	,	,	PUNCT
cana-1983	189	10	and	and	CCONJ
cana-1983	189	11	unusual	unusual	ADJ
cana-1983	189	12	behaviors	behavior	NOUN
cana-1983	189	13	in	in	ADP
cana-1983	189	14	container	container	NOUN
cana-1983	189	15	environments	environment	NOUN
cana-1983	189	16	.	.	PUNCT
cana-1983	190	1	real	real	ADJ
cana-1983	190	2	-	-	PUNCT
cana-1983	190	3	time	time	NOUN
cana-1983	190	4	alerts	alert	NOUN
cana-1983	190	5	are	be	AUX
cana-1983	190	6	triggered	trigger	VERB
cana-1983	190	7	when	when	SCONJ
cana-1983	190	8	security	security	NOUN
cana-1983	190	9	violations	violation	NOUN
cana-1983	190	10	are	be	AUX
cana-1983	190	11	detected	detect	VERB
cana-1983	190	12	,	,	PUNCT
cana-1983	190	13	integrating	integrate	VERB
cana-1983	190	14	with	with	ADP
cana-1983	190	15	cloud	cloud	ADJ
cana-1983	190	16	-	-	PUNCT
cana-1983	190	17	native	native	ADJ
cana-1983	190	18	monitoring	monitoring	NOUN
cana-1983	190	19	tools	tool	NOUN
cana-1983	190	20	like	like	ADP
cana-1983	190	21	aws	aw	NOUN
cana-1983	190	22	cloudwatch	cloudwatch	NOUN
cana-1983	190	23	,	,	PUNCT
cana-1983	190	24	azure	azure	NOUN
cana-1983	190	25	monitor	monitor	NOUN
cana-1983	190	26	,	,	PUNCT
cana-1983	190	27	and	and	CCONJ
cana-1983	190	28	kubernetes	kubernete	NOUN
cana-1983	190	29	logs	log	VERB
cana-1983	190	30	to	to	PART
cana-1983	190	31	detect	detect	VERB
cana-1983	190	32	issues	issue	NOUN
cana-1983	190	33	such	such	ADJ
cana-1983	190	34	as	as	ADP
cana-1983	190	35	exposed	expose	VERB
cana-1983	190	36	services	service	NOUN
cana-1983	190	37	or	or	CCONJ
cana-1983	190	38	unauthorized	unauthorized	ADJ
cana-1983	190	39	access	access	NOUN
cana-1983	190	40	.	.	PUNCT
cana-1983	191	1	when	when	SCONJ
cana-1983	191	2	incidents	incident	NOUN
cana-1983	191	3	occur	occur	VERB
cana-1983	191	4	,	,	PUNCT
cana-1983	191	5	cloud	cloud	ADJ
cana-1983	191	6	guardian	guardian	NOUN
cana-1983	191	7	initiates	initiate	VERB
cana-1983	191	8	automated	automate	VERB
cana-1983	191	9	remediation	remediation	NOUN
cana-1983	191	10	using	use	VERB
cana-1983	191	11	predefined	predefine	VERB
cana-1983	191	12	actions	action	NOUN
cana-1983	191	13	.	.	PUNCT
cana-1983	192	1	for	for	ADP
cana-1983	192	2	example	example	NOUN
cana-1983	192	3	,	,	PUNCT
cana-1983	192	4	if	if	SCONJ
cana-1983	192	5	a	a	DET
cana-1983	192	6	misconfigured	misconfigured	ADJ
cana-1983	192	7	firewall	firewall	NOUN
cana-1983	192	8	rule	rule	NOUN
cana-1983	192	9	in	in	ADP
cana-1983	192	10	aws	aws	NOUN
cana-1983	192	11	is	be	AUX
cana-1983	192	12	detected	detect	VERB
cana-1983	192	13	,	,	PUNCT
cana-1983	192	14	the	the	DET
cana-1983	192	15	platform	platform	NOUN
cana-1983	192	16	automatically	automatically	ADV
cana-1983	192	17	reconfigures	reconfigure	VERB
cana-1983	192	18	it	it	PRON
cana-1983	192	19	to	to	PART
cana-1983	192	20	meet	meet	VERB
cana-1983	192	21	security	security	NOUN
cana-1983	192	22	policies	policy	NOUN
cana-1983	192	23	.	.	PUNCT
cana-1983	193	1	similarly	similarly	ADV
cana-1983	193	2	,	,	PUNCT
cana-1983	193	3	if	if	SCONJ
cana-1983	193	4	a	a	DET
cana-1983	193	5	vulnerability	vulnerability	NOUN
cana-1983	193	6	is	be	AUX
cana-1983	193	7	found	find	VERB
cana-1983	193	8	in	in	ADP
cana-1983	193	9	a	a	DET
cana-1983	193	10	docker	docker	NOUN
cana-1983	193	11	image	image	NOUN
cana-1983	193	12	,	,	PUNCT
cana-1983	193	13	cloud	cloud	ADJ
cana-1983	193	14	guardian	guardian	NOUN
cana-1983	193	15	rebuilds	rebuild	VERB
cana-1983	193	16	the	the	DET
cana-1983	193	17	image	image	NOUN
cana-1983	193	18	with	with	ADP
cana-1983	193	19	necessary	necessary	ADJ
cana-1983	193	20	patches	patch	NOUN
cana-1983	193	21	and	and	CCONJ
cana-1983	193	22	redeploys	redeploy	VERB
cana-1983	193	23	the	the	DET
cana-1983	193	24	container	container	NOUN
cana-1983	193	25	.	.	PUNCT
cana-1983	194	1	incident	incident	NOUN
cana-1983	194	2	playbooks	playbook	NOUN
cana-1983	194	3	can	can	AUX
cana-1983	194	4	also	also	ADV
cana-1983	194	5	be	be	AUX
cana-1983	194	6	defined	define	VERB
cana-1983	194	7	by	by	ADP
cana-1983	194	8	administrators	administrator	NOUN
cana-1983	194	9	to	to	PART
cana-1983	194	10	automate	automate	VERB
cana-1983	194	11	responses	response	NOUN
cana-1983	194	12	based	base	VERB
cana-1983	194	13	on	on	ADP
cana-1983	194	14	incident	incident	NOUN
cana-1983	194	15	severity	severity	NOUN
cana-1983	194	16	.	.	PUNCT
cana-1983	195	1	cloud	cloud	PROPN
cana-1983	195	2	guardian	guardian	PROPN
cana-1983	195	3	’s	’s	PART
cana-1983	195	4	self	self	NOUN
cana-1983	195	5	-	-	PUNCT
cana-1983	195	6	healing	healing	NOUN
cana-1983	195	7	in	in	ADP
cana-1983	195	8	action	action	NOUN
cana-1983	195	9	addresses	address	VERB
cana-1983	195	10	various	various	ADJ
cana-1983	195	11	scenarios	scenario	NOUN
cana-1983	195	12	.	.	PUNCT
cana-1983	196	1	misconfigurations	misconfiguration	NOUN
cana-1983	196	2	,	,	PUNCT
cana-1983	196	3	like	like	ADP
cana-1983	196	4	unencrypted	unencrypted	ADJ
cana-1983	196	5	s3	s3	PROPN
cana-1983	196	6	buckets	bucket	NOUN
cana-1983	196	7	or	or	CCONJ
cana-1983	196	8	containers	container	NOUN
cana-1983	196	9	with	with	ADP
cana-1983	196	10	excessive	excessive	ADJ
cana-1983	196	11	privileges	privilege	NOUN
cana-1983	196	12	,	,	PUNCT
cana-1983	196	13	are	be	AUX
cana-1983	196	14	automatically	automatically	ADV
cana-1983	196	15	corrected	correct	VERB
cana-1983	196	16	.	.	PUNCT
cana-1983	197	1	vulnerabilities	vulnerability	NOUN
cana-1983	197	2	are	be	AUX
cana-1983	197	3	patched	patch	VERB
cana-1983	197	4	using	use	VERB
cana-1983	197	5	an	an	DET
cana-1983	197	6	up	up	ADP
cana-1983	197	7	-	-	PUNCT
cana-1983	197	8	to	to	ADP
cana-1983	197	9	-	-	PUNCT
cana-1983	197	10	date	date	NOUN
cana-1983	197	11	knowledgebase	knowledgebase	NOUN
cana-1983	197	12	,	,	PUNCT
cana-1983	197	13	reducing	reduce	VERB
cana-1983	197	14	exposure	exposure	NOUN
cana-1983	197	15	.	.	PUNCT
cana-1983	198	1	a	a	DET
cana-1983	198	2	rollback	rollback	NOUN
cana-1983	198	3	mechanism	mechanism	NOUN
cana-1983	198	4	is	be	AUX
cana-1983	198	5	also	also	ADV
cana-1983	198	6	available	available	ADJ
cana-1983	198	7	for	for	ADP
cana-1983	198	8	high	high	ADJ
cana-1983	198	9	-	-	PUNCT
cana-1983	198	10	impact	impact	NOUN
cana-1983	198	11	fixes	fix	NOUN
cana-1983	198	12	,	,	PUNCT
cana-1983	198	13	allowing	allow	VERB
cana-1983	198	14	users	user	NOUN
cana-1983	198	15	to	to	PART
cana-1983	198	16	restore	restore	VERB
cana-1983	198	17	previous	previous	ADJ
cana-1983	198	18	configurations	configuration	NOUN
cana-1983	198	19	if	if	SCONJ
cana-1983	198	20	necessary	necessary	ADJ
cana-1983	198	21	,	,	PUNCT
cana-1983	198	22	minimizing	minimize	VERB
cana-1983	198	23	operational	operational	ADJ
cana-1983	198	24	disruptions	disruption	NOUN
cana-1983	198	25	while	while	SCONJ
cana-1983	198	26	maintaining	maintain	VERB
cana-1983	198	27	security	security	NOUN
cana-1983	198	28	.	.	PUNCT
cana-1983	199	1	post	post	ADJ
cana-1983	199	2	-	-	NOUN
cana-1983	199	3	incident	incident	NOUN
cana-1983	199	4	,	,	PUNCT
cana-1983	199	5	cloud	cloud	ADJ
cana-1983	199	6	guardian	guardian	NOUN
cana-1983	199	7	provides	provide	VERB
cana-1983	199	8	detailed	detailed	ADJ
cana-1983	199	9	audit	audit	NOUN
cana-1983	199	10	logs	log	NOUN
cana-1983	199	11	documenting	document	VERB
cana-1983	199	12	each	each	DET
cana-1983	199	13	detected	detect	VERB
cana-1983	199	14	and	and	CCONJ
cana-1983	199	15	remediated	remediated	ADJ
cana-1983	199	16	incident	incident	NOUN
cana-1983	199	17	.	.	PUNCT
cana-1983	200	1	additionally	additionally	ADV
cana-1983	200	2	,	,	PUNCT
cana-1983	200	3	root	root	NOUN
cana-1983	200	4	cause	cause	VERB
cana-1983	200	5	analysis	analysis	NOUN
cana-1983	200	6	is	be	AUX
cana-1983	200	7	offered	offer	VERB
cana-1983	200	8	,	,	PUNCT
cana-1983	200	9	helping	help	VERB
cana-1983	200	10	security	security	NOUN
cana-1983	200	11	teams	team	NOUN
cana-1983	200	12	understand	understand	VERB
cana-1983	200	13	the	the	DET
cana-1983	200	14	vulnerabilities	vulnerability	NOUN
cana-1983	200	15	or	or	CCONJ
cana-1983	200	16	misconfigurations	misconfiguration	NOUN
cana-1983	200	17	that	that	PRON
cana-1983	200	18	led	lead	VERB
cana-1983	200	19	to	to	ADP
cana-1983	200	20	the	the	DET
cana-1983	200	21	issue	issue	NOUN
cana-1983	200	22	,	,	PUNCT
cana-1983	200	23	and	and	CCONJ
cana-1983	200	24	allowing	allow	VERB
cana-1983	200	25	them	they	PRON
cana-1983	200	26	to	to	PART
cana-1983	200	27	improve	improve	VERB
cana-1983	200	28	security	security	NOUN
cana-1983	200	29	policies	policy	NOUN
cana-1983	200	30	.	.	PUNCT
cana-1983	201	1	key	key	ADJ
cana-1983	201	2	benefits	benefit	NOUN
cana-1983	201	3	of	of	ADP
cana-1983	201	4	cloud	cloud	ADJ
cana-1983	201	5	guardian	guardian	PROPN
cana-1983	201	6	’s	’s	PART
cana-1983	201	7	self	self	NOUN
cana-1983	201	8	-	-	PUNCT
cana-1983	201	9	healing	healing	NOUN
cana-1983	201	10	mechanism	mechanism	NOUN
cana-1983	201	11	include	include	VERB
cana-1983	201	12	faster	fast	ADJ
cana-1983	201	13	response	response	NOUN
cana-1983	201	14	times	time	NOUN
cana-1983	201	15	,	,	PUNCT
cana-1983	201	16	reducing	reduce	VERB
cana-1983	201	17	the	the	DET
cana-1983	201	18	potential	potential	ADJ
cana-1983	201	19	damage	damage	NOUN
cana-1983	201	20	from	from	ADP
cana-1983	201	21	vulnerabilities	vulnerability	NOUN
cana-1983	201	22	.	.	PUNCT
cana-1983	202	1	it	it	PRON
cana-1983	202	2	also	also	ADV
cana-1983	202	3	minimizes	minimize	VERB
cana-1983	202	4	manual	manual	ADJ
cana-1983	202	5	intervention	intervention	NOUN
cana-1983	202	6	,	,	PUNCT
cana-1983	202	7	enabling	enable	VERB
cana-1983	202	8	security	security	NOUN
cana-1983	202	9	teams	team	NOUN
cana-1983	202	10	to	to	PART
cana-1983	202	11	focus	focus	VERB
cana-1983	202	12	on	on	ADP
cana-1983	202	13	more	more	ADJ
cana-1983	202	14	complex	complex	ADJ
cana-1983	202	15	tasks	task	NOUN
cana-1983	202	16	.	.	PUNCT
cana-1983	203	1	moreover	moreover	ADV
cana-1983	203	2	,	,	PUNCT
cana-1983	203	3	it	it	PRON
cana-1983	203	4	works	work	VERB
cana-1983	203	5	in	in	ADP
cana-1983	203	6	the	the	DET
cana-1983	203	7	background	background	NOUN
cana-1983	203	8	,	,	PUNCT
cana-1983	203	9	ensuring	ensure	VERB
cana-1983	203	10	issues	issue	NOUN
cana-1983	203	11	are	be	AUX
cana-1983	203	12	resolved	resolve	VERB
cana-1983	203	13	without	without	ADP
cana-1983	203	14	disrupting	disrupt	VERB
cana-1983	203	15	normal	normal	ADJ
cana-1983	203	16	business	business	NOUN
cana-1983	203	17	operations	operation	NOUN
cana-1983	203	18	.	.	PUNCT
cana-1983	204	1	communications	communication	NOUN
cana-1983	204	2	on	on	ADP
cana-1983	204	3	applied	apply	VERB
cana-1983	204	4	nonlinear	nonlinear	ADJ
cana-1983	204	5	analysis	analysis	NOUN
cana-1983	204	6	issn	issn	NOUN
cana-1983	204	7	:	:	PUNCT
cana-1983	204	8	1074	1074	NUM
cana-1983	204	9	-	-	PUNCT
cana-1983	204	10	133x	133x	NUM
cana-1983	204	11	vol	vol	NOUN
cana-1983	204	12	32	32	NUM
cana-1983	204	13	no	no	NOUN
cana-1983	204	14	.	.	NOUN
cana-1983	204	15	3	3	NUM
cana-1983	204	16	(	(	PUNCT
cana-1983	204	17	2025	2025	NUM
cana-1983	204	18	)	)	PUNCT
cana-1983	204	19	353	353	NUM
cana-1983	204	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-1983	204	21	3.3	3.3	NUM
cana-1983	204	22	real	real	ADJ
cana-1983	204	23	-	-	PUNCT
cana-1983	204	24	time	time	NOUN
cana-1983	204	25	threat	threat	NOUN
cana-1983	204	26	intelligence	intelligence	NOUN
cana-1983	204	27	and	and	CCONJ
cana-1983	204	28	self	self	NOUN
cana-1983	204	29	-	-	PUNCT
cana-1983	204	30	updating	update	VERB
cana-1983	204	31	knowledgebase	knowledgebase	ADJ
cana-1983	204	32	cloud	cloud	NOUN
cana-1983	204	33	guardian	guardian	NOUN
cana-1983	204	34	tackles	tackle	VERB
cana-1983	204	35	this	this	DET
cana-1983	204	36	challenge	challenge	NOUN
cana-1983	204	37	by	by	ADP
cana-1983	204	38	integrating	integrate	VERB
cana-1983	204	39	real	real	ADJ
cana-1983	204	40	-	-	PUNCT
cana-1983	204	41	time	time	NOUN
cana-1983	204	42	threat	threat	NOUN
cana-1983	204	43	intelligence	intelligence	NOUN
cana-1983	204	44	and	and	CCONJ
cana-1983	204	45	a	a	DET
cana-1983	204	46	self	self	NOUN
cana-1983	204	47	-	-	PUNCT
cana-1983	204	48	updating	update	VERB
cana-1983	204	49	knowledge	knowledge	NOUN
cana-1983	204	50	base	base	NOUN
cana-1983	204	51	.	.	PUNCT
cana-1983	205	1	these	these	DET
cana-1983	205	2	features	feature	NOUN
cana-1983	205	3	ensure	ensure	VERB
cana-1983	205	4	that	that	SCONJ
cana-1983	205	5	the	the	DET
cana-1983	205	6	platform	platform	NOUN
cana-1983	205	7	is	be	AUX
cana-1983	205	8	always	always	ADV
cana-1983	205	9	aware	aware	ADJ
cana-1983	205	10	of	of	ADP
cana-1983	205	11	emerging	emerge	VERB
cana-1983	205	12	threats	threat	NOUN
cana-1983	205	13	,	,	PUNCT
cana-1983	205	14	enabling	enable	VERB
cana-1983	205	15	it	it	PRON
cana-1983	205	16	to	to	PART
cana-1983	205	17	assess	assess	VERB
cana-1983	205	18	,	,	PUNCT
cana-1983	205	19	detect	detect	NOUN
cana-1983	205	20	,	,	PUNCT
cana-1983	205	21	and	and	CCONJ
cana-1983	205	22	mitigate	mitigate	VERB
cana-1983	205	23	risks	risk	NOUN
cana-1983	205	24	across	across	ADP
cana-1983	205	25	multi	multi	ADJ
cana-1983	205	26	-	-	ADJ
cana-1983	205	27	cloud	cloud	ADJ
cana-1983	205	28	and	and	CCONJ
cana-1983	205	29	container	container	NOUN
cana-1983	205	30	platforms	platform	NOUN
cana-1983	205	31	with	with	ADP
cana-1983	205	32	minimal	minimal	ADJ
cana-1983	205	33	manual	manual	ADJ
cana-1983	205	34	intervention	intervention	NOUN
cana-1983	205	35	.	.	PUNCT
cana-1983	206	1	3.3.1	3.3.1	NUM
cana-1983	206	2	threat	threat	NOUN
cana-1983	206	3	intelligence	intelligence	NOUN
cana-1983	206	4	cloud	cloud	NOUN
cana-1983	206	5	guardian	guardian	NOUN
cana-1983	206	6	enhances	enhance	VERB
cana-1983	206	7	cloud	cloud	ADJ
cana-1983	206	8	security	security	NOUN
cana-1983	206	9	by	by	ADP
cana-1983	206	10	integrating	integrate	VERB
cana-1983	206	11	real	real	ADJ
cana-1983	206	12	-	-	PUNCT
cana-1983	206	13	time	time	NOUN
cana-1983	206	14	threat	threat	NOUN
cana-1983	206	15	intelligence	intelligence	NOUN
cana-1983	206	16	feeds	feed	VERB
cana-1983	206	17	from	from	ADP
cana-1983	206	18	various	various	ADJ
cana-1983	206	19	sources	source	NOUN
cana-1983	206	20	,	,	PUNCT
cana-1983	206	21	including	include	VERB
cana-1983	206	22	public	public	ADJ
cana-1983	206	23	databases	database	NOUN
cana-1983	206	24	like	like	ADP
cana-1983	206	25	the	the	DET
cana-1983	206	26	nvd	nvd	NOUN
cana-1983	206	27	and	and	CCONJ
cana-1983	206	28	cve	cve	NOUN
cana-1983	206	29	lists	list	NOUN
cana-1983	206	30	,	,	PUNCT
cana-1983	206	31	as	as	ADV
cana-1983	206	32	well	well	ADV
cana-1983	206	33	as	as	ADP
cana-1983	206	34	private	private	ADJ
cana-1983	206	35	and	and	CCONJ
cana-1983	206	36	commercial	commercial	ADJ
cana-1983	206	37	providers	provider	NOUN
cana-1983	206	38	.	.	PUNCT
cana-1983	207	1	it	it	PRON
cana-1983	207	2	also	also	ADV
cana-1983	207	3	incorporates	incorporate	VERB
cana-1983	207	4	cloud	cloud	ADJ
cana-1983	207	5	-	-	PUNCT
cana-1983	207	6	specific	specific	ADJ
cana-1983	207	7	threat	threat	NOUN
cana-1983	207	8	data	datum	NOUN
cana-1983	207	9	from	from	ADP
cana-1983	207	10	platforms	platform	NOUN
cana-1983	207	11	such	such	ADJ
cana-1983	207	12	as	as	ADP
cana-1983	207	13	aws	aws	PROPN
cana-1983	207	14	guard	guard	PROPN
cana-1983	207	15	duty	duty	NOUN
cana-1983	207	16	,	,	PUNCT
cana-1983	207	17	azure	azure	ADJ
cana-1983	207	18	security	security	NOUN
cana-1983	207	19	center	center	NOUN
cana-1983	207	20	,	,	PUNCT
cana-1983	207	21	and	and	CCONJ
cana-1983	207	22	google	google	PROPN
cana-1983	207	23	cloud	cloud	PROPN
cana-1983	207	24	’s	’s	PART
cana-1983	207	25	security	security	NOUN
cana-1983	207	26	command	command	NOUN
cana-1983	207	27	center	center	NOUN
cana-1983	207	28	.	.	PUNCT
cana-1983	208	1	the	the	DET
cana-1983	208	2	platform	platform	NOUN
cana-1983	208	3	continuously	continuously	ADV
cana-1983	208	4	updates	update	VERB
cana-1983	208	5	with	with	ADP
cana-1983	208	6	new	new	ADJ
cana-1983	208	7	threat	threat	NOUN
cana-1983	208	8	information	information	NOUN
cana-1983	208	9	,	,	PUNCT
cana-1983	208	10	assesses	assess	VERB
cana-1983	208	11	its	its	PRON
cana-1983	208	12	impact	impact	NOUN
cana-1983	208	13	on	on	ADP
cana-1983	208	14	cloud	cloud	ADJ
cana-1983	208	15	workloads	workload	NOUN
cana-1983	208	16	and	and	CCONJ
cana-1983	208	17	containers	container	NOUN
cana-1983	208	18	,	,	PUNCT
cana-1983	208	19	and	and	CCONJ
cana-1983	208	20	promptly	promptly	ADV
cana-1983	208	21	addresses	address	VERB
cana-1983	208	22	critical	critical	ADJ
cana-1983	208	23	issues	issue	NOUN
cana-1983	208	24	with	with	ADP
cana-1983	208	25	automated	automate	VERB
cana-1983	208	26	patches	patch	NOUN
cana-1983	208	27	.	.	PUNCT
cana-1983	209	1	cloud	cloud	NOUN
cana-1983	209	2	guardian	guardian	NOUN
cana-1983	209	3	prioritizes	prioritize	VERB
cana-1983	209	4	vulnerabilities	vulnerability	NOUN
cana-1983	209	5	based	base	VERB
cana-1983	209	6	on	on	ADP
cana-1983	209	7	their	their	PRON
cana-1983	209	8	severity	severity	NOUN
cana-1983	209	9	using	use	VERB
cana-1983	209	10	cvss	cvss	ADJ
cana-1983	209	11	scores	score	NOUN
cana-1983	209	12	and	and	CCONJ
cana-1983	209	13	cloud	cloud	NOUN
cana-1983	209	14	-	-	PUNCT
cana-1983	209	15	specific	specific	ADJ
cana-1983	209	16	context	context	NOUN
cana-1983	209	17	.	.	PUNCT
cana-1983	210	1	it	it	PRON
cana-1983	210	2	also	also	ADV
cana-1983	210	3	correlates	correlate	VERB
cana-1983	210	4	data	datum	NOUN
cana-1983	210	5	from	from	ADP
cana-1983	210	6	multiple	multiple	ADJ
cana-1983	210	7	feeds	feed	NOUN
cana-1983	210	8	to	to	PART
cana-1983	210	9	detect	detect	VERB
cana-1983	210	10	coordinated	coordinated	ADJ
cana-1983	210	11	attacks	attack	NOUN
cana-1983	210	12	across	across	ADP
cana-1983	210	13	different	different	ADJ
cana-1983	210	14	platforms	platform	NOUN
cana-1983	210	15	.	.	PUNCT
cana-1983	211	1	key	key	ADJ
cana-1983	211	2	benefits	benefit	NOUN
cana-1983	211	3	include	include	VERB
cana-1983	211	4	a	a	DET
cana-1983	211	5	proactive	proactive	ADJ
cana-1983	211	6	defense	defense	NOUN
cana-1983	211	7	approach	approach	NOUN
cana-1983	211	8	,	,	PUNCT
cana-1983	211	9	continuous	continuous	ADJ
cana-1983	211	10	protection	protection	NOUN
cana-1983	211	11	against	against	ADP
cana-1983	211	12	new	new	ADJ
cana-1983	211	13	threats	threat	NOUN
cana-1983	211	14	,	,	PUNCT
cana-1983	211	15	and	and	CCONJ
cana-1983	211	16	effective	effective	ADJ
cana-1983	211	17	prioritization	prioritization	NOUN
cana-1983	211	18	of	of	ADP
cana-1983	211	19	remediation	remediation	NOUN
cana-1983	211	20	efforts	effort	NOUN
cana-1983	211	21	.	.	PUNCT
cana-1983	212	1	3.3.2	3.3.2	NUM
cana-1983	212	2	self	self	NOUN
cana-1983	212	3	-	-	PUNCT
cana-1983	212	4	updating	update	VERB
cana-1983	212	5	knowledgebase	knowledgebase	ADJ
cana-1983	212	6	cloud	cloud	PROPN
cana-1983	212	7	guardian	guardian	PROPN
cana-1983	212	8	features	feature	VERB
cana-1983	212	9	a	a	DET
cana-1983	212	10	self	self	NOUN
cana-1983	212	11	-	-	PUNCT
cana-1983	212	12	updating	update	VERB
cana-1983	212	13	knowledgebase	knowledgebase	NOUN
cana-1983	212	14	that	that	PRON
cana-1983	212	15	is	be	AUX
cana-1983	212	16	crucial	crucial	ADJ
cana-1983	212	17	for	for	ADP
cana-1983	212	18	maintaining	maintain	VERB
cana-1983	212	19	up	up	ADP
cana-1983	212	20	-	-	PUNCT
cana-1983	212	21	to	to	ADP
cana-1983	212	22	-	-	PUNCT
cana-1983	212	23	date	date	NOUN
cana-1983	212	24	vulnerability	vulnerability	NOUN
cana-1983	212	25	data	datum	NOUN
cana-1983	212	26	,	,	PUNCT
cana-1983	212	27	threat	threat	NOUN
cana-1983	212	28	information	information	NOUN
cana-1983	212	29	,	,	PUNCT
cana-1983	212	30	and	and	CCONJ
cana-1983	212	31	security	security	NOUN
cana-1983	212	32	guidelines	guideline	NOUN
cana-1983	212	33	.	.	PUNCT
cana-1983	213	1	this	this	DET
cana-1983	213	2	component	component	NOUN
cana-1983	213	3	autonomously	autonomously	ADV
cana-1983	213	4	gathers	gather	VERB
cana-1983	213	5	data	datum	NOUN
cana-1983	213	6	from	from	ADP
cana-1983	213	7	various	various	ADJ
cana-1983	213	8	sources	source	NOUN
cana-1983	213	9	,	,	PUNCT
cana-1983	213	10	ensuring	ensure	VERB
cana-1983	213	11	that	that	SCONJ
cana-1983	213	12	cloud	cloud	PROPN
cana-1983	213	13	guardian	guardian	NOUN
cana-1983	213	14	’s	’s	PART
cana-1983	213	15	security	security	NOUN
cana-1983	213	16	assessments	assessment	NOUN
cana-1983	213	17	and	and	CCONJ
cana-1983	213	18	remediation	remediation	NOUN
cana-1983	213	19	processes	process	NOUN
cana-1983	213	20	are	be	AUX
cana-1983	213	21	based	base	VERB
cana-1983	213	22	on	on	ADP
cana-1983	213	23	the	the	DET
cana-1983	213	24	most	most	ADV
cana-1983	213	25	recent	recent	ADJ
cana-1983	213	26	intelligence	intelligence	NOUN
cana-1983	213	27	.	.	PUNCT
cana-1983	214	1	the	the	DET
cana-1983	214	2	knowledgebase	knowledgebase	PROPN
cana-1983	214	3	is	be	AUX
cana-1983	214	4	updated	update	VERB
cana-1983	214	5	by	by	ADP
cana-1983	214	6	integrating	integrate	VERB
cana-1983	214	7	information	information	NOUN
cana-1983	214	8	from	from	ADP
cana-1983	214	9	multiple	multiple	ADJ
cana-1983	214	10	threat	threat	NOUN
cana-1983	214	11	intelligence	intelligence	NOUN
cana-1983	214	12	sources	source	NOUN
cana-1983	214	13	,	,	PUNCT
cana-1983	214	14	vulnerability	vulnerability	NOUN
cana-1983	214	15	databases	database	NOUN
cana-1983	214	16	,	,	PUNCT
cana-1983	214	17	and	and	CCONJ
cana-1983	214	18	security	security	NOUN
cana-1983	214	19	benchmarks	benchmark	NOUN
cana-1983	214	20	.	.	PUNCT
cana-1983	215	1	it	it	PRON
cana-1983	215	2	pulls	pull	VERB
cana-1983	215	3	data	datum	NOUN
cana-1983	215	4	from	from	ADP
cana-1983	215	5	open	open	ADJ
cana-1983	215	6	databases	database	NOUN
cana-1983	215	7	such	such	ADJ
cana-1983	215	8	as	as	ADP
cana-1983	215	9	the	the	DET
cana-1983	215	10	nvd	nvd	NOUN
cana-1983	215	11	and	and	CCONJ
cana-1983	215	12	cve	cve	NOUN
cana-1983	215	13	,	,	PUNCT
cana-1983	215	14	as	as	ADV
cana-1983	215	15	well	well	ADV
cana-1983	215	16	as	as	ADP
cana-1983	215	17	cloud	cloud	ADJ
cana-1983	215	18	-	-	PUNCT
cana-1983	215	19	specific	specific	ADJ
cana-1983	215	20	data	datum	NOUN
cana-1983	215	21	related	relate	VERB
cana-1983	215	22	to	to	ADP
cana-1983	215	23	aws	aw	NOUN
cana-1983	215	24	,	,	PUNCT
cana-1983	215	25	azure	azure	NOUN
cana-1983	215	26	,	,	PUNCT
cana-1983	215	27	gcp	gcp	PROPN
cana-1983	215	28	,	,	PUNCT
cana-1983	215	29	docker	docker	PROPN
cana-1983	215	30	,	,	PUNCT
cana-1983	215	31	and	and	CCONJ
cana-1983	215	32	kubernetes	kubernete	NOUN
cana-1983	215	33	.	.	PUNCT
cana-1983	216	1	these	these	DET
cana-1983	216	2	updates	update	NOUN
cana-1983	216	3	occur	occur	VERB
cana-1983	216	4	in	in	ADP
cana-1983	216	5	real	real	ADJ
cana-1983	216	6	-	-	PUNCT
cana-1983	216	7	time	time	NOUN
cana-1983	216	8	or	or	CCONJ
cana-1983	216	9	at	at	ADP
cana-1983	216	10	scheduled	schedule	VERB
cana-1983	216	11	intervals	interval	NOUN
cana-1983	216	12	,	,	PUNCT
cana-1983	216	13	with	with	SCONJ
cana-1983	216	14	the	the	DET
cana-1983	216	15	data	datum	NOUN
cana-1983	216	16	converted	convert	VERB
cana-1983	216	17	into	into	ADP
cana-1983	216	18	flexible	flexible	ADJ
cana-1983	216	19	formats	format	NOUN
cana-1983	216	20	like	like	ADP
cana-1983	216	21	json	json	NOUN
cana-1983	216	22	for	for	ADP
cana-1983	216	23	efficient	efficient	ADJ
cana-1983	216	24	querying	querying	NOUN
cana-1983	216	25	.	.	PUNCT
cana-1983	217	1	once	once	SCONJ
cana-1983	217	2	new	new	ADJ
cana-1983	217	3	data	datum	NOUN
cana-1983	217	4	is	be	AUX
cana-1983	217	5	integrated	integrate	VERB
cana-1983	217	6	,	,	PUNCT
cana-1983	217	7	it	it	PRON
cana-1983	217	8	is	be	AUX
cana-1983	217	9	categorized	categorize	VERB
cana-1983	217	10	based	base	VERB
cana-1983	217	11	on	on	ADP
cana-1983	217	12	severity	severity	NOUN
cana-1983	217	13	and	and	CCONJ
cana-1983	217	14	relevance	relevance	NOUN
cana-1983	217	15	,	,	PUNCT
cana-1983	217	16	which	which	PRON
cana-1983	217	17	informs	inform	VERB
cana-1983	217	18	cloud	cloud	NOUN
cana-1983	217	19	guardian	guardian	NOUN
cana-1983	217	20	's	's	PART
cana-1983	217	21	security	security	NOUN
cana-1983	217	22	assessment	assessment	NOUN
cana-1983	217	23	engine	engine	NOUN
cana-1983	217	24	and	and	CCONJ
cana-1983	217	25	policy	policy	NOUN
cana-1983	217	26	enforcement	enforcement	NOUN
cana-1983	217	27	mechanisms	mechanism	NOUN
cana-1983	217	28	.	.	PUNCT
cana-1983	218	1	the	the	DET
cana-1983	218	2	platform	platform	NOUN
cana-1983	218	3	automatically	automatically	ADV
cana-1983	218	4	reassesses	reassess	VERB
cana-1983	218	5	security	security	NOUN
cana-1983	218	6	postures	posture	NOUN
cana-1983	218	7	and	and	CCONJ
cana-1983	218	8	updates	update	VERB
cana-1983	218	9	policies	policy	NOUN
cana-1983	218	10	to	to	PART
cana-1983	218	11	address	address	VERB
cana-1983	218	12	newly	newly	ADV
cana-1983	218	13	discovered	discover	VERB
cana-1983	218	14	vulnerabilities	vulnerability	NOUN
cana-1983	218	15	.	.	PUNCT
cana-1983	219	1	for	for	ADP
cana-1983	219	2	instance	instance	NOUN
cana-1983	219	3	,	,	PUNCT
cana-1983	219	4	if	if	SCONJ
cana-1983	219	5	a	a	DET
cana-1983	219	6	vulnerability	vulnerability	NOUN
cana-1983	219	7	in	in	ADP
cana-1983	219	8	a	a	DET
cana-1983	219	9	docker	docker	NOUN
cana-1983	219	10	base	base	NOUN
cana-1983	219	11	image	image	NOUN
cana-1983	219	12	is	be	AUX
cana-1983	219	13	identified	identify	VERB
cana-1983	219	14	,	,	PUNCT
cana-1983	219	15	cloud	cloud	ADJ
cana-1983	219	16	guardian	guardian	NOUN
cana-1983	219	17	will	will	AUX
cana-1983	219	18	adjust	adjust	VERB
cana-1983	219	19	its	its	PRON
cana-1983	219	20	policies	policy	NOUN
cana-1983	219	21	to	to	PART
cana-1983	219	22	detect	detect	VERB
cana-1983	219	23	and	and	CCONJ
cana-1983	219	24	mitigate	mitigate	VERB
cana-1983	219	25	issues	issue	NOUN
cana-1983	219	26	related	relate	VERB
cana-1983	219	27	to	to	ADP
cana-1983	219	28	that	that	DET
cana-1983	219	29	image	image	NOUN
cana-1983	219	30	.	.	PUNCT
cana-1983	220	1	additionally	additionally	ADV
cana-1983	220	2	,	,	PUNCT
cana-1983	220	3	cloud	cloud	ADJ
cana-1983	220	4	guardian	guardian	NOUN
cana-1983	220	5	’s	’s	PART
cana-1983	220	6	knowledge	knowledge	NOUN
cana-1983	220	7	base	base	PROPN
cana-1983	220	8	utilizes	utilize	VERB
cana-1983	220	9	machine	machine	NOUN
cana-1983	220	10	learning	learn	VERB
cana-1983	220	11	to	to	PART
cana-1983	220	12	analyze	analyze	VERB
cana-1983	220	13	threat	threat	NOUN
cana-1983	220	14	patterns	pattern	NOUN
cana-1983	220	15	and	and	CCONJ
cana-1983	220	16	predict	predict	VERB
cana-1983	220	17	future	future	ADJ
cana-1983	220	18	risks	risk	NOUN
cana-1983	220	19	,	,	PUNCT
cana-1983	220	20	improving	improve	VERB
cana-1983	220	21	its	its	PRON
cana-1983	220	22	ability	ability	NOUN
cana-1983	220	23	to	to	PART
cana-1983	220	24	anticipate	anticipate	VERB
cana-1983	220	25	and	and	CCONJ
cana-1983	220	26	address	address	VERB
cana-1983	220	27	potential	potential	ADJ
cana-1983	220	28	security	security	NOUN
cana-1983	220	29	issues	issue	NOUN
cana-1983	220	30	.	.	PUNCT
cana-1983	221	1	historical	historical	ADJ
cana-1983	221	2	data	datum	NOUN
cana-1983	221	3	is	be	AUX
cana-1983	221	4	also	also	ADV
cana-1983	221	5	stored	store	VERB
cana-1983	221	6	for	for	ADP
cana-1983	221	7	trend	trend	NOUN
cana-1983	221	8	analysis	analysis	NOUN
cana-1983	221	9	,	,	PUNCT
cana-1983	221	10	providing	provide	VERB
cana-1983	221	11	insights	insight	NOUN
cana-1983	221	12	into	into	ADP
cana-1983	221	13	the	the	DET
cana-1983	221	14	evolution	evolution	NOUN
cana-1983	221	15	of	of	ADP
cana-1983	221	16	the	the	DET
cana-1983	221	17	security	security	NOUN
cana-1983	221	18	posture	posture	NOUN
cana-1983	221	19	over	over	ADP
cana-1983	221	20	time	time	NOUN
cana-1983	221	21	.	.	PUNCT
cana-1983	222	1	the	the	DET
cana-1983	222	2	selfupdating	selfupdate	VERB
cana-1983	222	3	knowledgebase	knowledgebase	PROPN
cana-1983	222	4	offers	offer	VERB
cana-1983	222	5	several	several	ADJ
cana-1983	222	6	benefits	benefit	NOUN
cana-1983	222	7	:	:	PUNCT
cana-1983	222	8	it	it	PRON
cana-1983	222	9	ensures	ensure	VERB
cana-1983	222	10	security	security	NOUN
cana-1983	222	11	assessments	assessment	NOUN
cana-1983	222	12	are	be	AUX
cana-1983	222	13	based	base	VERB
cana-1983	222	14	on	on	ADP
cana-1983	222	15	current	current	ADJ
cana-1983	222	16	data	datum	NOUN
cana-1983	222	17	,	,	PUNCT
cana-1983	222	18	reduces	reduce	VERB
cana-1983	222	19	manual	manual	ADJ
cana-1983	222	20	effort	effort	NOUN
cana-1983	222	21	by	by	ADP
cana-1983	222	22	automating	automate	VERB
cana-1983	222	23	updates	update	NOUN
cana-1983	222	24	,	,	PUNCT
cana-1983	222	25	and	and	CCONJ
cana-1983	222	26	allows	allow	VERB
cana-1983	222	27	for	for	ADP
cana-1983	222	28	quicker	quick	ADJ
cana-1983	222	29	response	response	NOUN
cana-1983	222	30	to	to	ADP
cana-1983	222	31	emerging	emerge	VERB
cana-1983	222	32	threats	threat	NOUN
cana-1983	222	33	.	.	PUNCT
cana-1983	223	1	3.4	3.4	NUM
cana-1983	223	2	security	security	NOUN
cana-1983	223	3	benchmarking	benchmarking	NOUN
cana-1983	223	4	and	and	CCONJ
cana-1983	223	5	visualization	visualization	NOUN
cana-1983	223	6	effective	effective	ADJ
cana-1983	223	7	cloud	cloud	NOUN
cana-1983	223	8	security	security	NOUN
cana-1983	223	9	management	management	NOUN
cana-1983	223	10	requires	require	VERB
cana-1983	223	11	real	real	ADJ
cana-1983	223	12	-	-	PUNCT
cana-1983	223	13	time	time	NOUN
cana-1983	223	14	threat	threat	NOUN
cana-1983	223	15	detection	detection	NOUN
cana-1983	223	16	and	and	CCONJ
cana-1983	223	17	remediation	remediation	NOUN
cana-1983	223	18	and	and	CCONJ
cana-1983	223	19	a	a	DET
cana-1983	223	20	way	way	NOUN
cana-1983	223	21	to	to	PART
cana-1983	223	22	measure	measure	VERB
cana-1983	223	23	and	and	CCONJ
cana-1983	223	24	monitor	monitor	VERB
cana-1983	223	25	the	the	DET
cana-1983	223	26	overall	overall	ADJ
cana-1983	223	27	security	security	NOUN
cana-1983	223	28	posture	posture	NOUN
cana-1983	223	29	of	of	ADP
cana-1983	223	30	cloud	cloud	NOUN
cana-1983	223	31	infrastructures	infrastructure	NOUN
cana-1983	223	32	and	and	CCONJ
cana-1983	223	33	containerized	containerized	ADJ
cana-1983	223	34	environments	environment	NOUN
cana-1983	223	35	.	.	PUNCT
cana-1983	224	1	cloud	cloud	NOUN
cana-1983	224	2	guardian	guardian	PROPN
cana-1983	224	3	provides	provide	VERB
cana-1983	224	4	robust	robust	ADJ
cana-1983	224	5	security	security	NOUN
cana-1983	224	6	benchmarking	benchmarke	VERB
cana-1983	224	7	capabilities	capability	NOUN
cana-1983	224	8	that	that	PRON
cana-1983	224	9	allow	allow	VERB
cana-1983	224	10	organizations	organization	NOUN
cana-1983	224	11	to	to	PART
cana-1983	224	12	assess	assess	VERB
cana-1983	224	13	their	their	PRON
cana-1983	224	14	compliance	compliance	NOUN
cana-1983	224	15	with	with	ADP
cana-1983	224	16	industry	industry	NOUN
cana-1983	224	17	standards	standard	NOUN
cana-1983	224	18	,	,	PUNCT
cana-1983	224	19	such	such	ADJ
cana-1983	224	20	as	as	ADP
cana-1983	224	21	the	the	DET
cana-1983	224	22	center	center	NOUN
cana-1983	224	23	for	for	ADP
cana-1983	224	24	internet	internet	NOUN
cana-1983	224	25	security	security	NOUN
cana-1983	224	26	(	(	PUNCT
cana-1983	224	27	cis	cis	NOUN
cana-1983	224	28	)	)	PUNCT
cana-1983	224	29	and	and	CCONJ
cana-1983	224	30	the	the	DET
cana-1983	224	31	national	national	PROPN
cana-1983	224	32	institute	institute	PROPN
cana-1983	224	33	of	of	ADP
cana-1983	224	34	standards	standard	NOUN
cana-1983	224	35	and	and	CCONJ
cana-1983	224	36	technology	technology	NOUN
cana-1983	224	37	(	(	PUNCT
cana-1983	224	38	nist	nist	NOUN
cana-1983	224	39	)	)	PUNCT
cana-1983	224	40	.	.	PUNCT
cana-1983	225	1	additionally	additionally	ADV
cana-1983	225	2	,	,	PUNCT
cana-1983	225	3	cloud	cloud	ADJ
cana-1983	225	4	guardian	guardian	NOUN
cana-1983	225	5	’s	’s	PART
cana-1983	225	6	security	security	NOUN
cana-1983	225	7	dashboard	dashboard	NOUN
cana-1983	225	8	provides	provide	VERB
cana-1983	225	9	real	real	ADJ
cana-1983	225	10	-	-	PUNCT
cana-1983	225	11	time	time	NOUN
cana-1983	225	12	visualizations	visualization	NOUN
cana-1983	225	13	to	to	PART
cana-1983	225	14	give	give	VERB
cana-1983	225	15	stakeholders	stakeholder	NOUN
cana-1983	225	16	comprehensive	comprehensive	ADJ
cana-1983	225	17	insights	insight	NOUN
cana-1983	225	18	into	into	ADP
cana-1983	225	19	their	their	PRON
cana-1983	225	20	cloud	cloud	NOUN
cana-1983	225	21	and	and	CCONJ
cana-1983	225	22	container	container	NOUN
cana-1983	225	23	security	security	NOUN
cana-1983	225	24	posture	posture	NOUN
cana-1983	225	25	,	,	PUNCT
cana-1983	225	26	facilitating	facilitate	VERB
cana-1983	225	27	informed	informed	ADJ
cana-1983	225	28	decision	decision	NOUN
cana-1983	225	29	-	-	PUNCT
cana-1983	225	30	making	making	NOUN
cana-1983	225	31	.	.	PUNCT
cana-1983	226	1	communications	communication	NOUN
cana-1983	226	2	on	on	ADP
cana-1983	226	3	applied	apply	VERB
cana-1983	226	4	nonlinear	nonlinear	ADJ
cana-1983	226	5	analysis	analysis	NOUN
cana-1983	226	6	issn	issn	NOUN
cana-1983	226	7	:	:	PUNCT
cana-1983	226	8	1074	1074	NUM
cana-1983	226	9	-	-	PUNCT
cana-1983	226	10	133x	133x	NUM
cana-1983	226	11	vol	vol	NOUN
cana-1983	226	12	32	32	NUM
cana-1983	226	13	no	no	NOUN
cana-1983	226	14	.	.	NOUN
cana-1983	226	15	3	3	NUM
cana-1983	226	16	(	(	PUNCT
cana-1983	226	17	2025	2025	NUM
cana-1983	226	18	)	)	PUNCT
cana-1983	226	19	354	354	NUM
cana-1983	226	20	https://internationalpubls.com	https://internationalpubls.com	SYM
cana-1983	226	21	3.4.1	3.4.1	NUM
cana-1983	226	22	benchmarking	benchmarke	VERB
cana-1983	226	23	benchmarking	benchmarke	VERB
cana-1983	226	24	is	be	AUX
cana-1983	226	25	a	a	DET
cana-1983	226	26	critical	critical	ADJ
cana-1983	226	27	component	component	NOUN
cana-1983	226	28	in	in	ADP
cana-1983	226	29	maintaining	maintain	VERB
cana-1983	226	30	a	a	DET
cana-1983	226	31	strong	strong	ADJ
cana-1983	226	32	security	security	NOUN
cana-1983	226	33	posture	posture	NOUN
cana-1983	226	34	in	in	ADP
cana-1983	226	35	cloud	cloud	ADJ
cana-1983	226	36	environments	environment	NOUN
cana-1983	226	37	.	.	PUNCT
cana-1983	227	1	by	by	ADP
cana-1983	227	2	comparing	compare	VERB
cana-1983	227	3	security	security	NOUN
cana-1983	227	4	configurations	configuration	NOUN
cana-1983	227	5	against	against	ADP
cana-1983	227	6	established	establish	VERB
cana-1983	227	7	industry	industry	NOUN
cana-1983	227	8	standards	standard	NOUN
cana-1983	227	9	,	,	PUNCT
cana-1983	227	10	organizations	organization	NOUN
cana-1983	227	11	can	can	AUX
cana-1983	227	12	ensure	ensure	VERB
cana-1983	227	13	that	that	SCONJ
cana-1983	227	14	their	their	PRON
cana-1983	227	15	cloud	cloud	ADJ
cana-1983	227	16	resources	resource	NOUN
cana-1983	227	17	are	be	AUX
cana-1983	227	18	configured	configure	VERB
cana-1983	227	19	securely	securely	ADV
cana-1983	227	20	and	and	CCONJ
cana-1983	227	21	are	be	AUX
cana-1983	227	22	in	in	ADP
cana-1983	227	23	compliance	compliance	NOUN
cana-1983	227	24	with	with	ADP
cana-1983	227	25	regulatory	regulatory	ADJ
cana-1983	227	26	and	and	CCONJ
cana-1983	227	27	bestpractice	bestpractice	NOUN
cana-1983	227	28	guidelines	guideline	NOUN
cana-1983	227	29	.	.	PUNCT
cana-1983	228	1	cloud	cloud	ADJ
cana-1983	228	2	guardian	guardian	NOUN
cana-1983	228	3	integrates	integrate	NOUN
cana-1983	228	4	with	with	ADP
cana-1983	228	5	several	several	ADJ
cana-1983	228	6	widely	widely	ADV
cana-1983	228	7	recognized	recognize	VERB
cana-1983	228	8	security	security	NOUN
cana-1983	228	9	frameworks	framework	NOUN
cana-1983	228	10	,	,	PUNCT
cana-1983	228	11	such	such	ADJ
cana-1983	228	12	as	as	ADP
cana-1983	228	13	cis	cis	NOUN
cana-1983	228	14	and	and	CCONJ
cana-1983	228	15	nist	nist	NOUN
cana-1983	228	16	,	,	PUNCT
cana-1983	228	17	to	to	PART
cana-1983	228	18	provide	provide	VERB
cana-1983	228	19	comprehensive	comprehensive	ADJ
cana-1983	228	20	security	security	NOUN
cana-1983	228	21	posture	posture	NOUN
cana-1983	228	22	benchmarking	benchmarke	VERB
cana-1983	228	23	across	across	ADP
cana-1983	228	24	multi	multi	ADJ
cana-1983	228	25	-	-	ADJ
cana-1983	228	26	cloud	cloud	ADJ
cana-1983	228	27	and	and	CCONJ
cana-1983	228	28	container	container	NOUN
cana-1983	228	29	environments	environment	NOUN
cana-1983	228	30	.	.	PUNCT
cana-1983	229	1	a.	a.	NOUN
cana-1983	229	2	how	how	SCONJ
cana-1983	229	3	benchmarking	benchmarking	NOUN
cana-1983	229	4	works	work	NOUN
cana-1983	229	5	in	in	ADP
cana-1983	229	6	cloud	cloud	ADJ
cana-1983	229	7	guardian	guardian	NOUN
cana-1983	229	8	cloud	cloud	PROPN
cana-1983	229	9	guardian	guardian	PROPN
cana-1983	229	10	incorporates	incorporate	VERB
cana-1983	229	11	established	establish	VERB
cana-1983	229	12	security	security	NOUN
cana-1983	229	13	guidelines	guideline	NOUN
cana-1983	229	14	to	to	PART
cana-1983	229	15	ensure	ensure	VERB
cana-1983	229	16	robust	robust	ADJ
cana-1983	229	17	protection	protection	NOUN
cana-1983	229	18	across	across	ADP
cana-1983	229	19	various	various	ADJ
cana-1983	229	20	technologies	technology	NOUN
cana-1983	229	21	.	.	PUNCT
cana-1983	230	1	it	it	PRON
cana-1983	230	2	integrates	integrate	VERB
cana-1983	230	3	the	the	DET
cana-1983	230	4	cis	cis	NOUN
cana-1983	230	5	benchmarks	benchmark	NOUN
cana-1983	230	6	,	,	PUNCT
cana-1983	230	7	which	which	PRON
cana-1983	230	8	provide	provide	VERB
cana-1983	230	9	configuration	configuration	NOUN
cana-1983	230	10	standards	standard	NOUN
cana-1983	230	11	for	for	ADP
cana-1983	230	12	securing	secure	VERB
cana-1983	230	13	cloud	cloud	NOUN
cana-1983	230	14	platforms	platform	NOUN
cana-1983	230	15	and	and	CCONJ
cana-1983	230	16	container	container	NOUN
cana-1983	230	17	orchestration	orchestration	NOUN
cana-1983	230	18	systems	system	NOUN
cana-1983	230	19	.	.	PUNCT
cana-1983	231	1	for	for	ADP
cana-1983	231	2	cloud	cloud	ADJ
cana-1983	231	3	environments	environment	NOUN
cana-1983	231	4	,	,	PUNCT
cana-1983	231	5	cloud	cloud	ADJ
cana-1983	231	6	guardian	guardian	NOUN
cana-1983	231	7	applies	apply	VERB
cana-1983	231	8	specific	specific	ADJ
cana-1983	231	9	cis	cis	NOUN
cana-1983	231	10	guidelines	guideline	NOUN
cana-1983	231	11	tailored	tailor	VERB
cana-1983	231	12	to	to	ADP
cana-1983	231	13	services	service	NOUN
cana-1983	231	14	like	like	ADP
cana-1983	231	15	aws	aw	NOUN
cana-1983	231	16	,	,	PUNCT
cana-1983	231	17	azure	azure	NOUN
cana-1983	231	18	,	,	PUNCT
cana-1983	231	19	and	and	CCONJ
cana-1983	231	20	google	google	PROPN
cana-1983	231	21	cloud	cloud	PROPN
cana-1983	231	22	.	.	PUNCT
cana-1983	232	1	this	this	PRON
cana-1983	232	2	includes	include	VERB
cana-1983	232	3	evaluating	evaluate	VERB
cana-1983	232	4	secure	secure	ADJ
cana-1983	232	5	iam	iam	PROPN
cana-1983	232	6	role	role	NOUN
cana-1983	232	7	management	management	NOUN
cana-1983	232	8	,	,	PUNCT
cana-1983	232	9	vpc	vpc	NOUN
cana-1983	232	10	configurations	configuration	NOUN
cana-1983	232	11	,	,	PUNCT
cana-1983	232	12	and	and	CCONJ
cana-1983	232	13	data	datum	NOUN
cana-1983	232	14	encryption	encryption	NOUN
cana-1983	232	15	both	both	CCONJ
cana-1983	232	16	at	at	ADP
cana-1983	232	17	rest	rest	NOUN
cana-1983	232	18	and	and	CCONJ
cana-1983	232	19	in	in	ADP
cana-1983	232	20	transit	transit	NOUN
cana-1983	232	21	.	.	PUNCT
cana-1983	233	1	in	in	ADP
cana-1983	233	2	the	the	DET
cana-1983	233	3	context	context	NOUN
cana-1983	233	4	of	of	ADP
cana-1983	233	5	containerized	containerized	ADJ
cana-1983	233	6	environments	environment	NOUN
cana-1983	233	7	,	,	PUNCT
cana-1983	233	8	cloud	cloud	ADJ
cana-1983	233	9	guardian	guardian	NOUN
cana-1983	233	10	uses	use	VERB
cana-1983	233	11	the	the	DET
cana-1983	233	12	cis	cis	NOUN
cana-1983	233	13	kubernetes	kubernete	NOUN
cana-1983	233	14	benchmark	benchmark	NOUN
cana-1983	233	15	to	to	PART
cana-1983	233	16	assess	assess	VERB
cana-1983	233	17	kubernetes	kubernete	NOUN
cana-1983	233	18	clusters	cluster	NOUN
cana-1983	233	19	,	,	PUNCT
cana-1983	233	20	focusing	focus	VERB
cana-1983	233	21	on	on	ADP
cana-1983	233	22	rbac	rbac	PROPN
cana-1983	233	23	(	(	PUNCT
cana-1983	233	24	role	role	NOUN
cana-1983	233	25	-	-	PUNCT
cana-1983	233	26	based	base	VERB
cana-1983	233	27	access	access	NOUN
cana-1983	233	28	control	control	NOUN
cana-1983	233	29	)	)	PUNCT
cana-1983	233	30	,	,	PUNCT
cana-1983	233	31	pod	pod	NOUN
cana-1983	233	32	security	security	NOUN
cana-1983	233	33	,	,	PUNCT
cana-1983	233	34	and	and	CCONJ
cana-1983	233	35	network	network	NOUN
cana-1983	233	36	policies	policy	NOUN
cana-1983	233	37	.	.	PUNCT
cana-1983	234	1	additionally	additionally	ADV
cana-1983	234	2	,	,	PUNCT
cana-1983	234	3	cloud	cloud	ADJ
cana-1983	234	4	guardian	guardian	NOUN
cana-1983	234	5	aligns	align	VERB
cana-1983	234	6	with	with	ADP
cana-1983	234	7	the	the	DET
cana-1983	234	8	nist	nist	NOUN
cana-1983	234	9	cybersecurity	cybersecurity	NOUN
cana-1983	234	10	framework	framework	NOUN
cana-1983	234	11	(	(	PUNCT
cana-1983	234	12	csf	csf	PROPN
cana-1983	234	13	)	)	PUNCT
cana-1983	234	14	,	,	PUNCT
cana-1983	234	15	which	which	PRON
cana-1983	234	16	adopts	adopt	VERB
cana-1983	234	17	a	a	DET
cana-1983	234	18	risk	risk	NOUN
cana-1983	234	19	-	-	PUNCT
cana-1983	234	20	based	base	VERB
cana-1983	234	21	approach	approach	NOUN
cana-1983	234	22	to	to	ADP
cana-1983	234	23	enhancing	enhance	VERB
cana-1983	234	24	cybersecurity	cybersecurity	NOUN
cana-1983	234	25	resilience	resilience	NOUN
cana-1983	234	26	.	.	PUNCT
cana-1983	235	1	the	the	DET
cana-1983	235	2	platform	platform	NOUN
cana-1983	235	3	evaluates	evaluate	VERB
cana-1983	235	4	cloud	cloud	ADJ
cana-1983	235	5	environments	environment	NOUN
cana-1983	235	6	against	against	ADP
cana-1983	235	7	nist	nist	NOUN
cana-1983	235	8	standards	standard	NOUN
cana-1983	235	9	in	in	ADP
cana-1983	235	10	crucial	crucial	ADJ
cana-1983	235	11	areas	area	NOUN
cana-1983	235	12	such	such	ADJ
cana-1983	235	13	as	as	ADP
cana-1983	235	14	identity	identity	NOUN
cana-1983	235	15	management	management	NOUN
cana-1983	235	16	,	,	PUNCT
cana-1983	235	17	access	access	NOUN
cana-1983	235	18	control	control	NOUN
cana-1983	235	19	,	,	PUNCT
cana-1983	235	20	and	and	CCONJ
cana-1983	235	21	incident	incident	NOUN
cana-1983	235	22	response	response	NOUN
cana-1983	235	23	.	.	PUNCT
cana-1983	236	1	it	it	PRON
cana-1983	236	2	also	also	ADV
cana-1983	236	3	incorporates	incorporate	VERB
cana-1983	236	4	nist	nist	PROPN
cana-1983	236	5	special	special	ADJ
cana-1983	236	6	publication	publication	NOUN
cana-1983	236	7	800	800	NUM
cana-1983	236	8	-	-	SYM
cana-1983	236	9	53	53	NUM
cana-1983	236	10	,	,	PUNCT
cana-1983	236	11	which	which	PRON
cana-1983	236	12	outlines	outline	VERB
cana-1983	236	13	comprehensive	comprehensive	ADJ
cana-1983	236	14	security	security	NOUN
cana-1983	236	15	and	and	CCONJ
cana-1983	236	16	privacy	privacy	NOUN
cana-1983	236	17	controls	control	NOUN
cana-1983	236	18	for	for	ADP
cana-1983	236	19	federal	federal	ADJ
cana-1983	236	20	information	information	NOUN
cana-1983	236	21	systems	system	NOUN
cana-1983	236	22	,	,	PUNCT
cana-1983	236	23	ensuring	ensure	VERB
cana-1983	236	24	compliance	compliance	NOUN
cana-1983	236	25	for	for	ADP
cana-1983	236	26	organizations	organization	NOUN
cana-1983	236	27	,	,	PUNCT
cana-1983	236	28	particularly	particularly	ADV
cana-1983	236	29	in	in	ADP
cana-1983	236	30	highly	highly	ADV
cana-1983	236	31	regulated	regulated	ADJ
cana-1983	236	32	industries	industry	NOUN
cana-1983	236	33	like	like	ADP
cana-1983	236	34	finance	finance	NOUN
cana-1983	236	35	and	and	CCONJ
cana-1983	236	36	healthcare	healthcare	PROPN
cana-1983	236	37	.	.	PUNCT
cana-1983	237	1	b.	b.	PROPN
cana-1983	237	2	automated	automate	VERB
cana-1983	237	3	security	security	NOUN
cana-1983	237	4	assessments	assessment	NOUN
cana-1983	237	5	continuous	continuous	ADJ
cana-1983	237	6	monitoring	monitoring	NOUN
cana-1983	237	7	:	:	PUNCT
cana-1983	237	8	cloud	cloud	ADJ
cana-1983	237	9	guardian	guardian	NOUN
cana-1983	237	10	continuously	continuously	ADV
cana-1983	237	11	monitors	monitor	VERB
cana-1983	237	12	the	the	DET
cana-1983	237	13	cloud	cloud	ADJ
cana-1983	237	14	environment	environment	NOUN
cana-1983	237	15	and	and	CCONJ
cana-1983	237	16	container	container	NOUN
cana-1983	237	17	workloads	workload	NOUN
cana-1983	237	18	,	,	PUNCT
cana-1983	237	19	running	run	VERB
cana-1983	237	20	automated	automate	VERB
cana-1983	237	21	assessments	assessment	NOUN
cana-1983	237	22	against	against	ADP
cana-1983	237	23	predefined	predefine	VERB
cana-1983	237	24	benchmarks	benchmark	NOUN
cana-1983	237	25	.	.	PUNCT
cana-1983	238	1	this	this	PRON
cana-1983	238	2	provides	provide	VERB
cana-1983	238	3	organizations	organization	NOUN
cana-1983	238	4	with	with	ADP
cana-1983	238	5	ongoing	ongoing	ADJ
cana-1983	238	6	assurance	assurance	NOUN
cana-1983	238	7	that	that	PRON
cana-1983	238	8	their	their	PRON
cana-1983	238	9	infrastructure	infrastructure	NOUN
cana-1983	238	10	is	be	AUX
cana-1983	238	11	secure	secure	ADJ
cana-1983	238	12	and	and	CCONJ
cana-1983	238	13	compliant	compliant	ADJ
cana-1983	238	14	.	.	PUNCT
cana-1983	239	1	policy	policy	NOUN
cana-1983	239	2	enforcement	enforcement	NOUN
cana-1983	239	3	based	base	VERB
cana-1983	239	4	on	on	ADP
cana-1983	239	5	benchmarks	benchmark	NOUN
cana-1983	239	6	:	:	PUNCT
cana-1983	239	7	when	when	SCONJ
cana-1983	239	8	discrepancies	discrepancy	NOUN
cana-1983	239	9	between	between	ADP
cana-1983	239	10	the	the	DET
cana-1983	239	11	benchmark	benchmark	ADJ
cana-1983	239	12	and	and	CCONJ
cana-1983	239	13	actual	actual	ADJ
cana-1983	239	14	configurations	configuration	NOUN
cana-1983	239	15	are	be	AUX
cana-1983	239	16	detected	detect	VERB
cana-1983	239	17	(	(	PUNCT
cana-1983	239	18	e.g.	e.g.	ADV
cana-1983	239	19	,	,	PUNCT
cana-1983	239	20	unpatched	unpatched	ADJ
cana-1983	239	21	vulnerabilities	vulnerability	NOUN
cana-1983	239	22	,	,	PUNCT
cana-1983	239	23	insecure	insecure	ADJ
cana-1983	239	24	network	network	NOUN
cana-1983	239	25	configurations	configuration	NOUN
cana-1983	239	26	,	,	PUNCT
cana-1983	239	27	overly	overly	ADV
cana-1983	239	28	permissive	permissive	ADJ
cana-1983	239	29	iam	iam	PROPN
cana-1983	239	30	roles	role	NOUN
cana-1983	239	31	)	)	PUNCT
cana-1983	239	32	,	,	PUNCT
cana-1983	239	33	cloud	cloud	NOUN
cana-1983	239	34	guardian	guardian	NOUN
cana-1983	239	35	enforces	enforce	VERB
cana-1983	239	36	security	security	NOUN
cana-1983	239	37	policies	policy	NOUN
cana-1983	239	38	to	to	PART
cana-1983	239	39	automatically	automatically	ADV
cana-1983	239	40	remediate	remediate	VERB
cana-1983	239	41	these	these	DET
cana-1983	239	42	issues	issue	NOUN
cana-1983	239	43	or	or	CCONJ
cana-1983	239	44	notify	notify	VERB
cana-1983	239	45	administrators	administrator	NOUN
cana-1983	239	46	.	.	PUNCT
cana-1983	240	1	c.	c.	PROPN
cana-1983	240	2	customizable	customizable	ADJ
cana-1983	240	3	benchmarking	benchmarke	VERB
cana-1983	240	4	:	:	PUNCT
cana-1983	240	5	custom	custom	NOUN
cana-1983	240	6	benchmarks	benchmark	NOUN
cana-1983	240	7	:	:	PUNCT
cana-1983	240	8	while	while	SCONJ
cana-1983	240	9	cloud	cloud	ADJ
cana-1983	240	10	guardian	guardian	NOUN
cana-1983	240	11	provides	provide	VERB
cana-1983	240	12	default	default	NOUN
cana-1983	240	13	benchmarks	benchmark	NOUN
cana-1983	240	14	from	from	ADP
cana-1983	240	15	industry	industry	NOUN
cana-1983	240	16	standards	standard	NOUN
cana-1983	240	17	like	like	ADP
cana-1983	240	18	cis	cis	NOUN
cana-1983	240	19	and	and	CCONJ
cana-1983	240	20	nist	nist	NOUN
cana-1983	240	21	,	,	PUNCT
cana-1983	240	22	organizations	organization	NOUN
cana-1983	240	23	can	can	AUX
cana-1983	240	24	also	also	ADV
cana-1983	240	25	define	define	VERB
cana-1983	240	26	custom	custom	NOUN
cana-1983	240	27	benchmarks	benchmark	NOUN
cana-1983	240	28	tailored	tailor	VERB
cana-1983	240	29	to	to	ADP
cana-1983	240	30	their	their	PRON
cana-1983	240	31	specific	specific	ADJ
cana-1983	240	32	compliance	compliance	NOUN
cana-1983	240	33	needs	need	NOUN
cana-1983	240	34	or	or	CCONJ
cana-1983	240	35	security	security	NOUN
cana-1983	240	36	goals	goal	NOUN
cana-1983	240	37	.	.	PUNCT
cana-1983	241	1	for	for	ADP
cana-1983	241	2	example	example	NOUN
cana-1983	241	3	,	,	PUNCT
cana-1983	241	4	a	a	DET
cana-1983	241	5	financial	financial	ADJ
cana-1983	241	6	institution	institution	NOUN
cana-1983	241	7	might	might	AUX
cana-1983	241	8	create	create	VERB
cana-1983	241	9	custom	custom	NOUN
cana-1983	241	10	benchmarks	benchmark	NOUN
cana-1983	241	11	based	base	VERB
cana-1983	241	12	on	on	ADP
cana-1983	241	13	regulatory	regulatory	ADJ
cana-1983	241	14	requirements	requirement	NOUN
cana-1983	241	15	such	such	ADJ
cana-1983	241	16	as	as	ADP
cana-1983	241	17	pci	pci	ADJ
cana-1983	241	18	-	-	PUNCT
cana-1983	241	19	dss	dss	NOUN
cana-1983	241	20	.	.	PUNCT
cana-1983	242	1	multi	multi	ADJ
cana-1983	242	2	-	-	ADJ
cana-1983	242	3	cloud	cloud	ADJ
cana-1983	242	4	and	and	CCONJ
cana-1983	242	5	multi	multi	ADJ
cana-1983	242	6	-	-	ADJ
cana-1983	242	7	container	container	ADJ
cana-1983	242	8	benchmarking	benchmarking	NOUN
cana-1983	242	9	:	:	PUNCT
cana-1983	242	10	cloud	cloud	PROPN
cana-1983	242	11	guardian	guardian	PROPN
cana-1983	242	12	’s	’s	PART
cana-1983	242	13	benchmarking	benchmarking	NOUN
cana-1983	242	14	applies	apply	VERB
cana-1983	242	15	across	across	ADP
cana-1983	242	16	various	various	ADJ
cana-1983	242	17	cloud	cloud	ADJ
cana-1983	242	18	environments	environment	NOUN
cana-1983	242	19	(	(	PUNCT
cana-1983	242	20	aws	aw	NOUN
cana-1983	242	21	,	,	PUNCT
cana-1983	242	22	azure	azure	NOUN
cana-1983	242	23	,	,	PUNCT
cana-1983	242	24	gcp	gcp	ADJ
cana-1983	242	25	)	)	PUNCT
cana-1983	242	26	and	and	CCONJ
cana-1983	242	27	container	container	NOUN
cana-1983	242	28	platforms	platform	NOUN
cana-1983	242	29	(	(	PUNCT
cana-1983	242	30	docker	docker	PROPN
cana-1983	242	31	,	,	PUNCT
cana-1983	242	32	kubernetes	kubernete	NOUN
cana-1983	242	33	)	)	PUNCT
cana-1983	242	34	,	,	PUNCT
cana-1983	242	35	providing	provide	VERB
cana-1983	242	36	a	a	DET
cana-1983	242	37	unified	unified	ADJ
cana-1983	242	38	and	and	CCONJ
cana-1983	242	39	comprehensive	comprehensive	ADJ
cana-1983	242	40	assessment	assessment	NOUN
cana-1983	242	41	of	of	ADP
cana-1983	242	42	an	an	DET
cana-1983	242	43	organization	organization	NOUN
cana-1983	242	44	's	's	PART
cana-1983	242	45	entire	entire	ADJ
cana-1983	242	46	cloud	cloud	NOUN
cana-1983	242	47	security	security	NOUN
cana-1983	242	48	posture	posture	NOUN
cana-1983	242	49	.	.	PUNCT
cana-1983	243	1	d.	d.	NOUN
cana-1983	243	2	benchmarking	benchmarking	NOUN
cana-1983	243	3	process	process	NOUN
cana-1983	243	4	:	:	PUNCT
cana-1983	243	5	data	data	NOUN
cana-1983	243	6	collection	collection	NOUN
cana-1983	243	7	:	:	PUNCT
cana-1983	243	8	cloud	cloud	NOUN
cana-1983	243	9	guardian	guardian	NOUN
cana-1983	243	10	collects	collect	VERB
cana-1983	243	11	security	security	NOUN
cana-1983	243	12	configuration	configuration	NOUN
cana-1983	243	13	data	datum	NOUN
cana-1983	243	14	from	from	ADP
cana-1983	243	15	the	the	DET
cana-1983	243	16	cloud	cloud	NOUN
cana-1983	243	17	platforms	platform	NOUN
cana-1983	243	18	and	and	CCONJ
cana-1983	243	19	container	container	NOUN
cana-1983	243	20	environments	environment	NOUN
cana-1983	243	21	using	use	VERB
cana-1983	243	22	apis	apis	PROPN
cana-1983	243	23	.	.	PUNCT
cana-1983	244	1	this	this	PRON
cana-1983	244	2	includes	include	VERB
cana-1983	244	3	network	network	NOUN
cana-1983	244	4	configurations	configuration	NOUN
cana-1983	244	5	,	,	PUNCT
cana-1983	244	6	user	user	NOUN
cana-1983	244	7	permissions	permission	NOUN
cana-1983	244	8	,	,	PUNCT
cana-1983	244	9	resource	resource	NOUN
cana-1983	244	10	provisioning	provision	VERB
cana-1983	244	11	settings	setting	NOUN
cana-1983	244	12	,	,	PUNCT
cana-1983	244	13	and	and	CCONJ
cana-1983	244	14	more	more	ADJ
cana-1983	244	15	.	.	PUNCT
cana-1983	245	1	the	the	DET
cana-1983	245	2	platform	platform	NOUN
cana-1983	245	3	compares	compare	VERB
cana-1983	245	4	the	the	DET
cana-1983	245	5	collected	collect	VERB
cana-1983	245	6	data	datum	NOUN
cana-1983	245	7	against	against	ADP
cana-1983	245	8	industry	industry	NOUN
cana-1983	245	9	standards	standard	NOUN
cana-1983	245	10	like	like	ADP
cana-1983	245	11	cis	cis	NOUN
cana-1983	245	12	or	or	CCONJ
cana-1983	245	13	nist	nist	NOUN
cana-1983	245	14	to	to	PART
cana-1983	245	15	identify	identify	VERB
cana-1983	245	16	any	any	DET
cana-1983	245	17	deviations	deviation	NOUN
cana-1983	245	18	or	or	CCONJ
cana-1983	245	19	misconfigurations	misconfiguration	NOUN
cana-1983	245	20	.	.	PUNCT
cana-1983	246	1	based	base	VERB
cana-1983	246	2	on	on	ADP
cana-1983	246	3	the	the	DET
cana-1983	246	4	benchmark	benchmark	NOUN
cana-1983	246	5	results	result	NOUN
cana-1983	246	6	,	,	PUNCT
cana-1983	246	7	communications	communication	NOUN
cana-1983	246	8	on	on	ADP
cana-1983	246	9	applied	apply	VERB
cana-1983	246	10	nonlinear	nonlinear	ADJ
cana-1983	246	11	analysis	analysis	NOUN
cana-1983	246	12	issn	issn	NOUN
cana-1983	246	13	:	:	PUNCT
cana-1983	246	14	1074	1074	NUM
cana-1983	246	15	-	-	PUNCT
cana-1983	246	16	133x	133x	NUM
cana-1983	246	17	vol	vol	NOUN
cana-1983	246	18	32	32	NUM
cana-1983	246	19	no	no	NOUN
cana-1983	246	20	.	.	NOUN
cana-1983	246	21	3	3	NUM
cana-1983	246	22	(	(	PUNCT
cana-1983	246	23	2025	2025	NUM
cana-1983	246	24	)	)	PUNCT
cana-1983	246	25	355	355	NUM
cana-1983	246	26	https://internationalpubls.com	https://internationalpubls.com	X
cana-1983	246	27	cloud	cloud	NOUN
cana-1983	246	28	guardian	guardian	NOUN
cana-1983	246	29	generates	generate	VERB
cana-1983	246	30	a	a	DET
cana-1983	246	31	comprehensive	comprehensive	ADJ
cana-1983	246	32	report	report	NOUN
cana-1983	246	33	detailing	detail	VERB
cana-1983	246	34	areas	area	NOUN
cana-1983	246	35	of	of	ADP
cana-1983	246	36	compliance	compliance	NOUN
cana-1983	246	37	and	and	CCONJ
cana-1983	246	38	non	non	NOUN
cana-1983	246	39	-	-	NOUN
cana-1983	246	40	compliance	compliance	NOUN
cana-1983	246	41	,	,	PUNCT
cana-1983	246	42	along	along	ADP
cana-1983	246	43	with	with	ADP
cana-1983	246	44	recommendations	recommendation	NOUN
cana-1983	246	45	for	for	ADP
cana-1983	246	46	improving	improve	VERB
cana-1983	246	47	the	the	DET
cana-1983	246	48	security	security	NOUN
cana-1983	246	49	posture	posture	NOUN
cana-1983	246	50	.	.	PUNCT
cana-1983	247	1	3.4.2	3.4.2	NUM
cana-1983	247	2	visualization	visualization	NOUN
cana-1983	247	3	security	security	NOUN
cana-1983	247	4	visualization	visualization	NOUN
cana-1983	247	5	is	be	AUX
cana-1983	247	6	essential	essential	ADJ
cana-1983	247	7	for	for	SCONJ
cana-1983	247	8	decision	decision	NOUN
cana-1983	247	9	-	-	PUNCT
cana-1983	247	10	makers	maker	NOUN
cana-1983	247	11	to	to	PART
cana-1983	247	12	understand	understand	VERB
cana-1983	247	13	the	the	DET
cana-1983	247	14	current	current	ADJ
cana-1983	247	15	state	state	NOUN
cana-1983	247	16	of	of	ADP
cana-1983	247	17	cloud	cloud	ADJ
cana-1983	247	18	security	security	NOUN
cana-1983	247	19	,	,	PUNCT
cana-1983	247	20	identify	identify	VERB
cana-1983	247	21	risks	risk	NOUN
cana-1983	247	22	,	,	PUNCT
cana-1983	247	23	and	and	CCONJ
cana-1983	247	24	take	take	VERB
cana-1983	247	25	informed	informed	ADJ
cana-1983	247	26	actions	action	NOUN
cana-1983	247	27	.	.	PUNCT
cana-1983	248	1	cloud	cloud	PROPN
cana-1983	248	2	guardian	guardian	PROPN
cana-1983	248	3	’s	’s	PART
cana-1983	248	4	security	security	NOUN
cana-1983	248	5	dashboard	dashboard	NOUN
cana-1983	248	6	provides	provide	VERB
cana-1983	248	7	real	real	ADJ
cana-1983	248	8	-	-	PUNCT
cana-1983	248	9	time	time	NOUN
cana-1983	248	10	visualizations	visualization	NOUN
cana-1983	248	11	that	that	PRON
cana-1983	248	12	present	present	ADJ
cana-1983	248	13	security	security	NOUN
cana-1983	248	14	posture	posture	NOUN
cana-1983	248	15	insights	insight	NOUN
cana-1983	248	16	in	in	ADP
cana-1983	248	17	an	an	DET
cana-1983	248	18	intuitive	intuitive	ADJ
cana-1983	248	19	and	and	CCONJ
cana-1983	248	20	actionable	actionable	ADJ
cana-1983	248	21	way	way	NOUN
cana-1983	248	22	.	.	PUNCT
cana-1983	249	1	this	this	DET
cana-1983	249	2	dashboard	dashboard	NOUN
cana-1983	249	3	enables	enable	VERB
cana-1983	249	4	cloud	cloud	ADJ
cana-1983	249	5	administrators	administrator	NOUN
cana-1983	249	6	,	,	PUNCT
cana-1983	249	7	security	security	NOUN
cana-1983	249	8	teams	team	NOUN
cana-1983	249	9	,	,	PUNCT
cana-1983	249	10	and	and	CCONJ
cana-1983	249	11	executives	executive	NOUN
cana-1983	249	12	to	to	PART
cana-1983	249	13	monitor	monitor	VERB
cana-1983	249	14	security	security	NOUN
cana-1983	249	15	metrics	metric	NOUN
cana-1983	249	16	,	,	PUNCT
cana-1983	249	17	compliance	compliance	NOUN
cana-1983	249	18	status	status	NOUN
cana-1983	249	19	,	,	PUNCT
cana-1983	249	20	and	and	CCONJ
cana-1983	249	21	the	the	DET
cana-1983	249	22	overall	overall	ADJ
cana-1983	249	23	risk	risk	NOUN
cana-1983	249	24	profile	profile	NOUN
cana-1983	249	25	of	of	ADP
cana-1983	249	26	their	their	PRON
cana-1983	249	27	cloud	cloud	NOUN
cana-1983	249	28	and	and	CCONJ
cana-1983	249	29	container	container	NOUN
cana-1983	249	30	environments	environment	NOUN
cana-1983	249	31	at	at	ADP
cana-1983	249	32	a	a	DET
cana-1983	249	33	glance	glance	NOUN
cana-1983	249	34	.	.	PUNCT
cana-1983	250	1	real	real	ADJ
cana-1983	250	2	-	-	PUNCT
cana-1983	250	3	time	time	NOUN
cana-1983	250	4	security	security	NOUN
cana-1983	250	5	dashboard	dashboard	NOUN
cana-1983	250	6	the	the	DET
cana-1983	250	7	cloud	cloud	ADJ
cana-1983	250	8	guardian	guardian	NOUN
cana-1983	250	9	dashboard	dashboard	NOUN
cana-1983	250	10	provides	provide	VERB
cana-1983	250	11	a	a	DET
cana-1983	250	12	centralized	centralized	ADJ
cana-1983	250	13	view	view	NOUN
cana-1983	250	14	of	of	ADP
cana-1983	250	15	an	an	DET
cana-1983	250	16	organization	organization	NOUN
cana-1983	250	17	's	's	PART
cana-1983	250	18	cloud	cloud	NOUN
cana-1983	250	19	and	and	CCONJ
cana-1983	250	20	container	container	NOUN
cana-1983	250	21	security	security	NOUN
cana-1983	250	22	posture	posture	NOUN
cana-1983	250	23	,	,	PUNCT
cana-1983	250	24	consolidating	consolidate	VERB
cana-1983	250	25	data	datum	NOUN
cana-1983	250	26	from	from	ADP
cana-1983	250	27	multiple	multiple	ADJ
cana-1983	250	28	cloud	cloud	NOUN
cana-1983	250	29	platforms	platform	NOUN
cana-1983	250	30	—	—	PUNCT
cana-1983	250	31	such	such	ADJ
cana-1983	250	32	as	as	ADP
cana-1983	250	33	aws	aw	NOUN
cana-1983	250	34	,	,	PUNCT
cana-1983	250	35	azure	azure	NOUN
cana-1983	250	36	,	,	PUNCT
cana-1983	250	37	and	and	CCONJ
cana-1983	250	38	gcp	gcp	ADJ
cana-1983	250	39	—	—	PUNCT
cana-1983	250	40	and	and	CCONJ
cana-1983	250	41	container	container	NOUN
cana-1983	250	42	environments	environment	NOUN
cana-1983	250	43	like	like	ADP
cana-1983	250	44	docker	docker	NOUN
cana-1983	250	45	and	and	CCONJ
cana-1983	250	46	kubernetes	kubernete	NOUN
cana-1983	250	47	.	.	PUNCT
cana-1983	251	1	it	it	PRON
cana-1983	251	2	offers	offer	VERB
cana-1983	251	3	real	real	ADJ
cana-1983	251	4	-	-	PUNCT
cana-1983	251	5	time	time	NOUN
cana-1983	251	6	updates	update	NOUN
cana-1983	251	7	,	,	PUNCT
cana-1983	251	8	delivering	deliver	VERB
cana-1983	251	9	live	live	ADJ
cana-1983	251	10	security	security	NOUN
cana-1983	251	11	assessments	assessment	NOUN
cana-1983	251	12	,	,	PUNCT
cana-1983	251	13	threat	threat	NOUN
cana-1983	251	14	alerts	alert	NOUN
cana-1983	251	15	,	,	PUNCT
cana-1983	251	16	and	and	CCONJ
cana-1983	251	17	compliance	compliance	NOUN
cana-1983	251	18	reports	report	NOUN
cana-1983	251	19	to	to	PART
cana-1983	251	20	give	give	VERB
cana-1983	251	21	immediate	immediate	ADJ
cana-1983	251	22	visibility	visibility	NOUN
cana-1983	251	23	into	into	ADP
cana-1983	251	24	the	the	DET
cana-1983	251	25	security	security	NOUN
cana-1983	251	26	status	status	NOUN
cana-1983	251	27	of	of	ADP
cana-1983	251	28	all	all	DET
cana-1983	251	29	cloud	cloud	ADJ
cana-1983	251	30	resources	resource	NOUN
cana-1983	251	31	.	.	PUNCT
cana-1983	252	1	users	user	NOUN
cana-1983	252	2	can	can	AUX
cana-1983	252	3	explore	explore	VERB
cana-1983	252	4	the	the	DET
cana-1983	252	5	dashboard	dashboard	NOUN
cana-1983	252	6	in	in	ADP
cana-1983	252	7	detail	detail	NOUN
cana-1983	252	8	,	,	PUNCT
cana-1983	252	9	with	with	ADP
cana-1983	252	10	drill	drill	NOUN
cana-1983	252	11	-	-	PUNCT
cana-1983	252	12	down	down	ADP
cana-1983	252	13	capabilities	capability	NOUN
cana-1983	252	14	allowing	allow	VERB
cana-1983	252	15	them	they	PRON
cana-1983	252	16	to	to	PART
cana-1983	252	17	investigate	investigate	VERB
cana-1983	252	18	specific	specific	ADJ
cana-1983	252	19	areas	area	NOUN
cana-1983	252	20	such	such	ADJ
cana-1983	252	21	as	as	ADP
cana-1983	252	22	vulnerabilities	vulnerability	NOUN
cana-1983	252	23	,	,	PUNCT
cana-1983	252	24	non	non	ADJ
cana-1983	252	25	-	-	ADJ
cana-1983	252	26	compliant	compliant	ADJ
cana-1983	252	27	resources	resource	NOUN
cana-1983	252	28	,	,	PUNCT
cana-1983	252	29	and	and	CCONJ
cana-1983	252	30	incidents	incident	NOUN
cana-1983	252	31	.	.	PUNCT
cana-1983	253	1	for	for	ADP
cana-1983	253	2	instance	instance	NOUN
cana-1983	253	3	,	,	PUNCT
cana-1983	253	4	selecting	select	VERB
cana-1983	253	5	a	a	DET
cana-1983	253	6	particular	particular	ADJ
cana-1983	253	7	aws	aws	NOUN
cana-1983	253	8	instance	instance	NOUN
cana-1983	253	9	reveals	reveal	VERB
cana-1983	253	10	detailed	detailed	ADJ
cana-1983	253	11	information	information	NOUN
cana-1983	253	12	about	about	ADP
cana-1983	253	13	its	its	PRON
cana-1983	253	14	security	security	NOUN
cana-1983	253	15	configuration	configuration	NOUN
cana-1983	253	16	,	,	PUNCT
cana-1983	253	17	compliance	compliance	NOUN
cana-1983	253	18	with	with	ADP
cana-1983	253	19	cis	cis	NOUN
cana-1983	253	20	benchmarks	benchmark	NOUN
cana-1983	253	21	,	,	PUNCT
cana-1983	253	22	and	and	CCONJ
cana-1983	253	23	any	any	DET
cana-1983	253	24	detected	detect	VERB
cana-1983	253	25	threats	threat	NOUN
cana-1983	253	26	.	.	PUNCT
cana-1983	254	1	key	key	ADJ
cana-1983	254	2	visualizations	visualization	NOUN
cana-1983	254	3	and	and	CCONJ
cana-1983	254	4	metrics	metric	NOUN
cana-1983	254	5	the	the	DET
cana-1983	254	6	cloud	cloud	ADJ
cana-1983	254	7	guardian	guardian	NOUN
cana-1983	254	8	dashboard	dashboard	NOUN
cana-1983	254	9	offers	offer	VERB
cana-1983	254	10	a	a	DET
cana-1983	254	11	comprehensive	comprehensive	ADJ
cana-1983	254	12	view	view	NOUN
cana-1983	254	13	of	of	ADP
cana-1983	254	14	an	an	DET
cana-1983	254	15	organization	organization	NOUN
cana-1983	254	16	’s	’s	PART
cana-1983	254	17	compliance	compliance	NOUN
cana-1983	254	18	and	and	CCONJ
cana-1983	254	19	security	security	NOUN
cana-1983	254	20	status	status	NOUN
cana-1983	254	21	.	.	PUNCT
cana-1983	255	1	it	it	PRON
cana-1983	255	2	displays	display	VERB
cana-1983	255	3	an	an	DET
cana-1983	255	4	overall	overall	ADJ
cana-1983	255	5	compliance	compliance	NOUN
cana-1983	255	6	score	score	NOUN
cana-1983	255	7	based	base	VERB
cana-1983	255	8	on	on	ADP
cana-1983	255	9	selected	select	VERB
cana-1983	255	10	benchmarks	benchmark	NOUN
cana-1983	255	11	,	,	PUNCT
cana-1983	255	12	such	such	ADJ
cana-1983	255	13	as	as	ADP
cana-1983	255	14	cis	cis	NOUN
cana-1983	255	15	and	and	CCONJ
cana-1983	255	16	nist	nist	NOUN
cana-1983	255	17	,	,	PUNCT
cana-1983	255	18	highlighting	highlight	VERB
cana-1983	255	19	compliant	compliant	ADJ
cana-1983	255	20	resources	resource	NOUN
cana-1983	255	21	and	and	CCONJ
cana-1983	255	22	those	those	PRON
cana-1983	255	23	needing	need	VERB
cana-1983	255	24	remediation	remediation	NOUN
cana-1983	255	25	.	.	PUNCT
cana-1983	256	1	compliance	compliance	NOUN
cana-1983	256	2	heatmaps	heatmap	NOUN
cana-1983	256	3	facilitate	facilitate	VERB
cana-1983	256	4	the	the	DET
cana-1983	256	5	identification	identification	NOUN
cana-1983	256	6	of	of	ADP
cana-1983	256	7	non	non	ADJ
cana-1983	256	8	-	-	ADJ
cana-1983	256	9	compliance	compliance	ADJ
cana-1983	256	10	areas	area	NOUN
cana-1983	256	11	across	across	ADP
cana-1983	256	12	different	different	ADJ
cana-1983	256	13	cloud	cloud	NOUN
cana-1983	256	14	services	service	NOUN
cana-1983	256	15	and	and	CCONJ
cana-1983	256	16	regions	region	NOUN
cana-1983	256	17	.	.	PUNCT
cana-1983	257	1	the	the	DET
cana-1983	257	2	dashboard	dashboard	NOUN
cana-1983	257	3	also	also	ADV
cana-1983	257	4	visualizes	visualize	VERB
cana-1983	257	5	threat	threat	NOUN
cana-1983	257	6	alerts	alert	NOUN
cana-1983	257	7	detected	detect	VERB
cana-1983	257	8	through	through	ADP
cana-1983	257	9	real	real	ADJ
cana-1983	257	10	-	-	PUNCT
cana-1983	257	11	time	time	NOUN
cana-1983	257	12	intelligence	intelligence	NOUN
cana-1983	257	13	feeds	feed	NOUN
cana-1983	257	14	,	,	PUNCT
cana-1983	257	15	categorizing	categorize	VERB
cana-1983	257	16	them	they	PRON
cana-1983	257	17	by	by	ADP
cana-1983	257	18	priority	priority	NOUN
cana-1983	257	19	levels	level	NOUN
cana-1983	257	20	like	like	ADP
cana-1983	257	21	critical	critical	ADJ
cana-1983	257	22	,	,	PUNCT
cana-1983	257	23	high	high	ADJ
cana-1983	257	24	,	,	PUNCT
cana-1983	257	25	and	and	CCONJ
cana-1983	257	26	medium	medium	NOUN
cana-1983	257	27	,	,	PUNCT
cana-1983	257	28	based	base	VERB
cana-1983	257	29	on	on	ADP
cana-1983	257	30	severity	severity	NOUN
cana-1983	257	31	and	and	CCONJ
cana-1983	257	32	exploitability	exploitability	NOUN
cana-1983	257	33	.	.	PUNCT
cana-1983	258	1	threat	threat	NOUN
cana-1983	258	2	graphs	graph	NOUN
cana-1983	258	3	illustrate	illustrate	VERB
cana-1983	258	4	trends	trend	NOUN
cana-1983	258	5	over	over	ADP
cana-1983	258	6	time	time	NOUN
cana-1983	258	7	,	,	PUNCT
cana-1983	258	8	helping	help	VERB
cana-1983	258	9	security	security	NOUN
cana-1983	258	10	teams	team	NOUN
cana-1983	258	11	monitor	monitor	VERB
cana-1983	258	12	spikes	spike	NOUN
cana-1983	258	13	in	in	ADP
cana-1983	258	14	vulnerabilities	vulnerability	NOUN
cana-1983	258	15	or	or	CCONJ
cana-1983	258	16	attacks	attack	NOUN
cana-1983	258	17	and	and	CCONJ
cana-1983	258	18	adjust	adjust	VERB
cana-1983	258	19	defenses	defense	NOUN
cana-1983	258	20	accordingly	accordingly	ADV
cana-1983	258	21	.	.	PUNCT
cana-1983	259	1	additionally	additionally	ADV
cana-1983	259	2	,	,	PUNCT
cana-1983	259	3	cloud	cloud	ADJ
cana-1983	259	4	guardian	guardian	NOUN
cana-1983	259	5	provides	provide	VERB
cana-1983	259	6	historical	historical	ADJ
cana-1983	259	7	trend	trend	NOUN
cana-1983	259	8	graphs	graph	NOUN
cana-1983	259	9	that	that	PRON
cana-1983	259	10	track	track	VERB
cana-1983	259	11	the	the	DET
cana-1983	259	12	evolution	evolution	NOUN
cana-1983	259	13	of	of	ADP
cana-1983	259	14	the	the	DET
cana-1983	259	15	organization	organization	NOUN
cana-1983	259	16	’s	’s	PART
cana-1983	259	17	security	security	NOUN
cana-1983	259	18	posture	posture	NOUN
cana-1983	259	19	,	,	PUNCT
cana-1983	259	20	allowing	allow	VERB
cana-1983	259	21	for	for	ADP
cana-1983	259	22	an	an	DET
cana-1983	259	23	assessment	assessment	NOUN
cana-1983	259	24	of	of	ADP
cana-1983	259	25	whether	whether	SCONJ
cana-1983	259	26	security	security	NOUN
cana-1983	259	27	efforts	effort	NOUN
cana-1983	259	28	are	be	AUX
cana-1983	259	29	improving	improve	VERB
cana-1983	259	30	,	,	PUNCT
cana-1983	259	31	stagnating	stagnating	NOUN
cana-1983	259	32	,	,	PUNCT
cana-1983	259	33	or	or	CCONJ
cana-1983	259	34	deteriorating	deteriorate	VERB
cana-1983	259	35	.	.	PUNCT
cana-1983	260	1	benchmarking	benchmarke	VERB
cana-1983	260	2	progress	progress	NOUN
cana-1983	260	3	is	be	AUX
cana-1983	260	4	visualized	visualize	VERB
cana-1983	260	5	to	to	PART
cana-1983	260	6	show	show	VERB
cana-1983	260	7	improvements	improvement	NOUN
cana-1983	260	8	in	in	ADP
cana-1983	260	9	compliance	compliance	NOUN
cana-1983	260	10	with	with	ADP
cana-1983	260	11	standards	standard	NOUN
cana-1983	260	12	like	like	ADP
cana-1983	260	13	cis	cis	NOUN
cana-1983	260	14	and	and	CCONJ
cana-1983	260	15	nist	nist	NOUN
cana-1983	260	16	,	,	PUNCT
cana-1983	260	17	and	and	CCONJ
cana-1983	260	18	to	to	PART
cana-1983	260	19	pinpoint	pinpoint	VERB
cana-1983	260	20	areas	area	NOUN
cana-1983	260	21	needing	need	VERB
cana-1983	260	22	attention	attention	NOUN
cana-1983	260	23	.	.	PUNCT
cana-1983	261	1	the	the	DET
cana-1983	261	2	dashboard	dashboard	NOUN
cana-1983	261	3	includes	include	VERB
cana-1983	261	4	real	real	ADJ
cana-1983	261	5	-	-	PUNCT
cana-1983	261	6	time	time	NOUN
cana-1983	261	7	data	datum	NOUN
cana-1983	261	8	on	on	ADP
cana-1983	261	9	policy	policy	NOUN
cana-1983	261	10	enforcement	enforcement	NOUN
cana-1983	261	11	and	and	CCONJ
cana-1983	261	12	incident	incident	NOUN
cana-1983	261	13	response	response	NOUN
cana-1983	261	14	,	,	PUNCT
cana-1983	261	15	showcasing	showcase	VERB
cana-1983	261	16	automated	automate	VERB
cana-1983	261	17	fixes	fix	NOUN
cana-1983	261	18	,	,	PUNCT
cana-1983	261	19	rollback	rollback	NOUN
cana-1983	261	20	actions	action	NOUN
cana-1983	261	21	,	,	PUNCT
cana-1983	261	22	and	and	CCONJ
cana-1983	261	23	resolved	resolve	VERB
cana-1983	261	24	incidents	incident	NOUN
cana-1983	261	25	.	.	PUNCT
cana-1983	262	1	an	an	DET
cana-1983	262	2	interactive	interactive	ADJ
cana-1983	262	3	incident	incident	NOUN
cana-1983	262	4	timeline	timeline	NOUN
cana-1983	262	5	offers	offer	VERB
cana-1983	262	6	insights	insight	NOUN
cana-1983	262	7	into	into	ADP
cana-1983	262	8	the	the	DET
cana-1983	262	9	occurrence	occurrence	NOUN
cana-1983	262	10	,	,	PUNCT
cana-1983	262	11	resolution	resolution	NOUN
cana-1983	262	12	,	,	PUNCT
cana-1983	262	13	and	and	CCONJ
cana-1983	262	14	remediation	remediation	NOUN
cana-1983	262	15	time	time	NOUN
cana-1983	262	16	of	of	ADP
cana-1983	262	17	security	security	NOUN
cana-1983	262	18	incidents	incident	NOUN
cana-1983	262	19	,	,	PUNCT
cana-1983	262	20	helping	help	VERB
cana-1983	262	21	organizations	organization	NOUN
cana-1983	262	22	determine	determine	VERB
cana-1983	262	23	if	if	SCONJ
cana-1983	262	24	further	further	ADJ
cana-1983	262	25	actions	action	NOUN
cana-1983	262	26	are	be	AUX
cana-1983	262	27	necessary	necessary	ADJ
cana-1983	262	28	.	.	PUNCT
cana-1983	263	1	customizable	customizable	ADJ
cana-1983	263	2	dashboards	dashboard	NOUN
cana-1983	263	3	cloud	cloud	PROPN
cana-1983	263	4	guardian	guardian	PROPN
cana-1983	263	5	’s	’s	PART
cana-1983	263	6	dashboard	dashboard	NOUN
cana-1983	263	7	is	be	AUX
cana-1983	263	8	designed	design	VERB
cana-1983	263	9	to	to	PART
cana-1983	263	10	be	be	AUX
cana-1983	263	11	customizable	customizable	ADJ
cana-1983	263	12	according	accord	VERB
cana-1983	263	13	to	to	ADP
cana-1983	263	14	different	different	ADJ
cana-1983	263	15	user	user	NOUN
cana-1983	263	16	roles	role	NOUN
cana-1983	263	17	.	.	PUNCT
cana-1983	264	1	security	security	NOUN
cana-1983	264	2	teams	team	NOUN
cana-1983	264	3	can	can	AUX
cana-1983	264	4	tailor	tailor	VERB
cana-1983	264	5	their	their	PRON
cana-1983	264	6	views	view	NOUN
cana-1983	264	7	to	to	PART
cana-1983	264	8	focus	focus	VERB
cana-1983	264	9	on	on	ADP
cana-1983	264	10	detailed	detailed	ADJ
cana-1983	264	11	compliance	compliance	NOUN
cana-1983	264	12	issues	issue	NOUN
cana-1983	264	13	and	and	CCONJ
cana-1983	264	14	vulnerabilities	vulnerability	NOUN
cana-1983	264	15	,	,	PUNCT
cana-1983	264	16	while	while	SCONJ
cana-1983	264	17	executives	executive	NOUN
cana-1983	264	18	can	can	AUX
cana-1983	264	19	access	access	VERB
cana-1983	264	20	high	high	ADJ
cana-1983	264	21	-	-	PUNCT
cana-1983	264	22	level	level	NOUN
cana-1983	264	23	overviews	overview	NOUN
cana-1983	264	24	of	of	ADP
cana-1983	264	25	the	the	DET
cana-1983	264	26	organization	organization	NOUN
cana-1983	264	27	’s	’s	PART
cana-1983	264	28	overall	overall	ADJ
cana-1983	264	29	cloud	cloud	NOUN
cana-1983	264	30	security	security	NOUN
cana-1983	264	31	and	and	CCONJ
cana-1983	264	32	compliance	compliance	NOUN
cana-1983	264	33	scores	score	NOUN
cana-1983	264	34	.	.	PUNCT
cana-1983	265	1	the	the	DET
cana-1983	265	2	dashboard	dashboard	NOUN
cana-1983	265	3	also	also	ADV
cana-1983	265	4	supports	support	VERB
cana-1983	265	5	customizable	customizable	ADJ
cana-1983	265	6	widgets	widget	NOUN
cana-1983	265	7	,	,	PUNCT
cana-1983	265	8	enabling	enable	VERB
cana-1983	265	9	users	user	NOUN
cana-1983	265	10	to	to	PART
cana-1983	265	11	track	track	VERB
cana-1983	265	12	specific	specific	ADJ
cana-1983	265	13	metrics	metric	NOUN
cana-1983	265	14	such	such	ADJ
cana-1983	265	15	as	as	ADP
cana-1983	265	16	unpatched	unpatched	ADJ
cana-1983	265	17	vulnerabilities	vulnerability	NOUN
cana-1983	265	18	,	,	PUNCT
cana-1983	265	19	network	network	NOUN
cana-1983	265	20	configurations	configuration	NOUN
cana-1983	265	21	,	,	PUNCT
cana-1983	265	22	or	or	CCONJ
cana-1983	265	23	particular	particular	ADJ
cana-1983	265	24	compliance	compliance	NOUN
cana-1983	265	25	requirements	requirement	NOUN
cana-1983	265	26	.	.	PUNCT
cana-1983	266	1	additionally	additionally	ADV
cana-1983	266	2	,	,	PUNCT
cana-1983	266	3	users	user	NOUN
cana-1983	266	4	can	can	AUX
cana-1983	266	5	generate	generate	VERB
cana-1983	266	6	and	and	CCONJ
cana-1983	266	7	export	export	NOUN
cana-1983	266	8	reports	report	NOUN
cana-1983	266	9	directly	directly	ADV
cana-1983	266	10	from	from	ADP
cana-1983	266	11	the	the	DET
cana-1983	266	12	dashboard	dashboard	NOUN
cana-1983	266	13	,	,	PUNCT
cana-1983	266	14	allowing	allow	VERB
cana-1983	266	15	for	for	ADP
cana-1983	266	16	the	the	DET
cana-1983	266	17	creation	creation	NOUN
cana-1983	266	18	of	of	ADP
cana-1983	266	19	compliance	compliance	NOUN
cana-1983	266	20	summaries	summary	NOUN
cana-1983	266	21	or	or	CCONJ
cana-1983	266	22	detailed	detailed	ADJ
cana-1983	266	23	security	security	NOUN
cana-1983	266	24	insights	insight	NOUN
cana-1983	266	25	needed	need	VERB
cana-1983	266	26	for	for	ADP
cana-1983	266	27	audits	audits	NOUN
cana-1983	266	28	or	or	CCONJ
cana-1983	266	29	internal	internal	ADJ
cana-1983	266	30	reviews	review	NOUN
cana-1983	266	31	.	.	PUNCT
cana-1983	267	1	communications	communication	NOUN
cana-1983	267	2	on	on	ADP
cana-1983	267	3	applied	apply	VERB
cana-1983	267	4	nonlinear	nonlinear	ADJ
cana-1983	267	5	analysis	analysis	NOUN
cana-1983	267	6	issn	issn	NOUN
cana-1983	267	7	:	:	PUNCT
cana-1983	267	8	1074	1074	NUM
cana-1983	267	9	-	-	PUNCT
cana-1983	267	10	133x	133x	NUM
cana-1983	267	11	vol	vol	NOUN
cana-1983	267	12	32	32	NUM
cana-1983	267	13	no	no	NOUN
cana-1983	267	14	.	.	NOUN
cana-1983	267	15	3	3	NUM
cana-1983	267	16	(	(	PUNCT
cana-1983	267	17	2025	2025	NUM
cana-1983	267	18	)	)	PUNCT
cana-1983	267	19	356	356	NUM
cana-1983	267	20	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-1983	267	21	automated	automate	VERB
cana-1983	267	22	alerts	alert	NOUN
cana-1983	267	23	and	and	CCONJ
cana-1983	267	24	notifications	notification	VERB
cana-1983	267	25	the	the	DET
cana-1983	267	26	cloud	cloud	ADJ
cana-1983	267	27	guardian	guardian	NOUN
cana-1983	267	28	dashboard	dashboard	NOUN
cana-1983	267	29	features	feature	VERB
cana-1983	267	30	real	real	ADJ
cana-1983	267	31	-	-	PUNCT
cana-1983	267	32	time	time	NOUN
cana-1983	267	33	notifications	notification	NOUN
cana-1983	267	34	that	that	PRON
cana-1983	267	35	automatically	automatically	ADV
cana-1983	267	36	alert	alert	VERB
cana-1983	267	37	relevant	relevant	ADJ
cana-1983	267	38	stakeholders	stakeholder	NOUN
cana-1983	267	39	when	when	SCONJ
cana-1983	267	40	security	security	NOUN
cana-1983	267	41	thresholds	threshold	NOUN
cana-1983	267	42	are	be	AUX
cana-1983	267	43	breached	breach	VERB
cana-1983	267	44	.	.	PUNCT
cana-1983	268	1	for	for	ADP
cana-1983	268	2	instance	instance	NOUN
cana-1983	268	3	,	,	PUNCT
cana-1983	268	4	if	if	SCONJ
cana-1983	268	5	a	a	DET
cana-1983	268	6	cloud	cloud	ADJ
cana-1983	268	7	resource	resource	NOUN
cana-1983	268	8	deviates	deviate	VERB
cana-1983	268	9	from	from	ADP
cana-1983	268	10	compliance	compliance	NOUN
cana-1983	268	11	with	with	ADP
cana-1983	268	12	a	a	DET
cana-1983	268	13	cis	cis	NOUN
cana-1983	268	14	benchmark	benchmark	NOUN
cana-1983	268	15	,	,	PUNCT
cana-1983	268	16	the	the	DET
cana-1983	268	17	system	system	NOUN
cana-1983	268	18	can	can	AUX
cana-1983	268	19	immediately	immediately	ADV
cana-1983	268	20	notify	notify	VERB
cana-1983	268	21	administrators	administrator	NOUN
cana-1983	268	22	.	.	PUNCT
cana-1983	269	1	additionally	additionally	ADV
cana-1983	269	2	,	,	PUNCT
cana-1983	269	3	the	the	DET
cana-1983	269	4	dashboard	dashboard	NOUN
cana-1983	269	5	integrates	integrate	VERB
cana-1983	269	6	with	with	ADP
cana-1983	269	7	incident	incident	NOUN
cana-1983	269	8	response	response	NOUN
cana-1983	269	9	platforms	platform	NOUN
cana-1983	269	10	and	and	CCONJ
cana-1983	269	11	ticketing	ticketing	NOUN
cana-1983	269	12	systems	system	NOUN
cana-1983	269	13	,	,	PUNCT
cana-1983	269	14	such	such	ADJ
cana-1983	269	15	as	as	ADP
cana-1983	269	16	jira	jira	NOUN
cana-1983	269	17	or	or	CCONJ
cana-1983	269	18	servicenow	servicenow	NOUN
cana-1983	269	19	.	.	PUNCT
cana-1983	270	1	this	this	DET
cana-1983	270	2	integration	integration	NOUN
cana-1983	270	3	allows	allow	VERB
cana-1983	270	4	cloud	cloud	ADJ
cana-1983	270	5	guardian	guardian	NOUN
cana-1983	270	6	to	to	PART
cana-1983	270	7	automatically	automatically	ADV
cana-1983	270	8	create	create	VERB
cana-1983	270	9	tasks	task	NOUN
cana-1983	270	10	for	for	ADP
cana-1983	270	11	security	security	NOUN
cana-1983	270	12	teams	team	NOUN
cana-1983	270	13	,	,	PUNCT
cana-1983	270	14	facilitating	facilitate	VERB
cana-1983	270	15	the	the	DET
cana-1983	270	16	prompt	prompt	ADJ
cana-1983	270	17	resolution	resolution	NOUN
cana-1983	270	18	of	of	ADP
cana-1983	270	19	critical	critical	ADJ
cana-1983	270	20	vulnerabilities	vulnerability	NOUN
cana-1983	270	21	or	or	CCONJ
cana-1983	270	22	non	non	ADJ
cana-1983	270	23	-	-	ADJ
cana-1983	270	24	compliant	compliant	ADJ
cana-1983	270	25	resources	resource	NOUN
cana-1983	270	26	.	.	PUNCT
cana-1983	271	1	3.5	3.5	NUM
cana-1983	271	2	automated	automate	VERB
cana-1983	271	3	security	security	NOUN
cana-1983	271	4	fixes	fix	NOUN
cana-1983	271	5	with	with	ADP
cana-1983	271	6	rollback	rollback	NOUN
cana-1983	271	7	in	in	ADP
cana-1983	271	8	cloud	cloud	NOUN
cana-1983	271	9	and	and	CCONJ
cana-1983	271	10	container	container	NOUN
cana-1983	271	11	environments	environment	NOUN
cana-1983	271	12	,	,	PUNCT
cana-1983	271	13	manual	manual	ADJ
cana-1983	271	14	remediation	remediation	NOUN
cana-1983	271	15	of	of	ADP
cana-1983	271	16	vulnerabilities	vulnerability	NOUN
cana-1983	271	17	and	and	CCONJ
cana-1983	271	18	misconfigurations	misconfiguration	NOUN
cana-1983	271	19	can	can	AUX
cana-1983	271	20	lead	lead	VERB
cana-1983	271	21	to	to	ADP
cana-1983	271	22	delays	delay	NOUN
cana-1983	271	23	,	,	PUNCT
cana-1983	271	24	increased	increase	VERB
cana-1983	271	25	risk	risk	NOUN
cana-1983	271	26	of	of	ADP
cana-1983	271	27	security	security	NOUN
cana-1983	271	28	breaches	breach	NOUN
cana-1983	271	29	,	,	PUNCT
cana-1983	271	30	and	and	CCONJ
cana-1983	271	31	inefficiencies	inefficiency	NOUN
cana-1983	271	32	.	.	PUNCT
cana-1983	272	1	cloud	cloud	ADJ
cana-1983	272	2	guardian	guardian	NOUN
cana-1983	272	3	addresses	address	VERB
cana-1983	272	4	these	these	DET
cana-1983	272	5	issues	issue	NOUN
cana-1983	272	6	through	through	ADP
cana-1983	272	7	automated	automate	VERB
cana-1983	272	8	security	security	NOUN
cana-1983	272	9	fixes	fix	NOUN
cana-1983	272	10	,	,	PUNCT
cana-1983	272	11	which	which	PRON
cana-1983	272	12	apply	apply	VERB
cana-1983	272	13	immediate	immediate	ADJ
cana-1983	272	14	remediation	remediation	NOUN
cana-1983	272	15	actions	action	NOUN
cana-1983	272	16	when	when	SCONJ
cana-1983	272	17	security	security	NOUN
cana-1983	272	18	gaps	gap	NOUN
cana-1983	272	19	are	be	AUX
cana-1983	272	20	identified	identify	VERB
cana-1983	272	21	,	,	PUNCT
cana-1983	272	22	and	and	CCONJ
cana-1983	272	23	a	a	DET
cana-1983	272	24	rollback	rollback	NOUN
cana-1983	272	25	capability	capability	NOUN
cana-1983	272	26	,	,	PUNCT
cana-1983	272	27	ensuring	ensure	VERB
cana-1983	272	28	that	that	SCONJ
cana-1983	272	29	any	any	DET
cana-1983	272	30	changes	change	NOUN
cana-1983	272	31	made	make	VERB
cana-1983	272	32	can	can	AUX
cana-1983	272	33	be	be	AUX
cana-1983	272	34	reverted	revert	VERB
cana-1983	272	35	if	if	SCONJ
cana-1983	272	36	necessary	necessary	ADJ
cana-1983	272	37	.	.	PUNCT
cana-1983	273	1	this	this	DET
cana-1983	273	2	approach	approach	NOUN
cana-1983	273	3	minimizes	minimize	VERB
cana-1983	273	4	downtime	downtime	NOUN
cana-1983	273	5	,	,	PUNCT
cana-1983	273	6	maintains	maintain	VERB
cana-1983	273	7	operational	operational	ADJ
cana-1983	273	8	stability	stability	NOUN
cana-1983	273	9	,	,	PUNCT
cana-1983	273	10	and	and	CCONJ
cana-1983	273	11	allows	allow	VERB
cana-1983	273	12	for	for	ADP
cana-1983	273	13	agile	agile	ADJ
cana-1983	273	14	security	security	NOUN
cana-1983	273	15	management	management	NOUN
cana-1983	273	16	.	.	PUNCT
cana-1983	274	1	3.5.1	3.5.1	NUM
cana-1983	274	2	automated	automate	VERB
cana-1983	274	3	fixes	fix	NOUN
cana-1983	274	4	automating	automate	VERB
cana-1983	274	5	security	security	NOUN
cana-1983	274	6	fixes	fix	NOUN
cana-1983	274	7	is	be	AUX
cana-1983	274	8	crucial	crucial	ADJ
cana-1983	274	9	for	for	ADP
cana-1983	274	10	effective	effective	ADJ
cana-1983	274	11	cspm	cspm	NOUN
cana-1983	274	12	,	,	PUNCT
cana-1983	274	13	especially	especially	ADV
cana-1983	274	14	in	in	ADP
cana-1983	274	15	dynamic	dynamic	ADJ
cana-1983	274	16	multi	multi	ADJ
cana-1983	274	17	-	-	ADJ
cana-1983	274	18	cloud	cloud	ADJ
cana-1983	274	19	and	and	CCONJ
cana-1983	274	20	containerized	containerized	ADJ
cana-1983	274	21	environments	environment	NOUN
cana-1983	274	22	.	.	PUNCT
cana-1983	275	1	cloud	cloud	NOUN
cana-1983	275	2	guardian	guardian	NOUN
cana-1983	275	3	enables	enable	VERB
cana-1983	275	4	real	real	ADJ
cana-1983	275	5	-	-	PUNCT
cana-1983	275	6	time	time	NOUN
cana-1983	275	7	remediation	remediation	NOUN
cana-1983	275	8	by	by	ADP
cana-1983	275	9	automatically	automatically	ADV
cana-1983	275	10	detecting	detect	VERB
cana-1983	275	11	and	and	CCONJ
cana-1983	275	12	addressing	address	VERB
cana-1983	275	13	vulnerabilities	vulnerability	NOUN
cana-1983	275	14	and	and	CCONJ
cana-1983	275	15	misconfigurations	misconfiguration	NOUN
cana-1983	275	16	,	,	PUNCT
cana-1983	275	17	which	which	PRON
cana-1983	275	18	minimizes	minimize	VERB
cana-1983	275	19	the	the	DET
cana-1983	275	20	need	need	NOUN
cana-1983	275	21	for	for	ADP
cana-1983	275	22	manual	manual	ADJ
cana-1983	275	23	intervention	intervention	NOUN
cana-1983	275	24	and	and	CCONJ
cana-1983	275	25	reduces	reduce	VERB
cana-1983	275	26	the	the	DET
cana-1983	275	27	risk	risk	NOUN
cana-1983	275	28	of	of	ADP
cana-1983	275	29	exploitation	exploitation	NOUN
cana-1983	275	30	.	.	PUNCT
cana-1983	276	1	the	the	DET
cana-1983	276	2	platform	platform	NOUN
cana-1983	276	3	continuously	continuously	ADV
cana-1983	276	4	monitors	monitor	VERB
cana-1983	276	5	cloud	cloud	ADJ
cana-1983	276	6	environments	environment	NOUN
cana-1983	276	7	(	(	PUNCT
cana-1983	276	8	aws	aw	NOUN
cana-1983	276	9	,	,	PUNCT
cana-1983	276	10	azure	azure	NOUN
cana-1983	276	11	,	,	PUNCT
cana-1983	276	12	gcp	gcp	ADJ
cana-1983	276	13	)	)	PUNCT
cana-1983	276	14	and	and	CCONJ
cana-1983	276	15	container	container	NOUN
cana-1983	276	16	platforms	platform	NOUN
cana-1983	276	17	(	(	PUNCT
cana-1983	276	18	docker	docker	PROPN
cana-1983	276	19	,	,	PUNCT
cana-1983	276	20	kubernetes	kubernete	NOUN
cana-1983	276	21	)	)	PUNCT
cana-1983	276	22	,	,	PUNCT
cana-1983	276	23	identifying	identify	VERB
cana-1983	276	24	issues	issue	NOUN
cana-1983	276	25	such	such	ADJ
cana-1983	276	26	as	as	ADP
cana-1983	276	27	unpatched	unpatched	ADJ
cana-1983	276	28	software	software	NOUN
cana-1983	276	29	or	or	CCONJ
cana-1983	276	30	misconfigured	misconfigured	ADJ
cana-1983	276	31	policies	policy	NOUN
cana-1983	276	32	.	.	PUNCT
cana-1983	277	1	automated	automate	VERB
cana-1983	277	2	assessments	assessment	NOUN
cana-1983	277	3	determine	determine	VERB
cana-1983	277	4	necessary	necessary	ADJ
cana-1983	277	5	actions	action	NOUN
cana-1983	277	6	,	,	PUNCT
cana-1983	277	7	following	follow	VERB
cana-1983	277	8	predefined	predefine	VERB
cana-1983	277	9	playbooks	playbook	NOUN
cana-1983	277	10	based	base	VERB
cana-1983	277	11	on	on	ADP
cana-1983	277	12	best	good	ADJ
cana-1983	277	13	practices	practice	NOUN
cana-1983	277	14	.	.	PUNCT
cana-1983	278	1	for	for	ADP
cana-1983	278	2	example	example	NOUN
cana-1983	278	3	,	,	PUNCT
cana-1983	278	4	insecure	insecure	ADJ
cana-1983	278	5	iam	iam	PROPN
cana-1983	278	6	policies	policy	NOUN
cana-1983	278	7	or	or	CCONJ
cana-1983	278	8	vulnerable	vulnerable	ADJ
cana-1983	278	9	docker	docker	NOUN
cana-1983	278	10	images	image	NOUN
cana-1983	278	11	are	be	AUX
cana-1983	278	12	automatically	automatically	ADV
cana-1983	278	13	corrected	correct	VERB
cana-1983	278	14	or	or	CCONJ
cana-1983	278	15	updated	update	VERB
cana-1983	278	16	.	.	PUNCT
cana-1983	279	1	cloud	cloud	PROPN
cana-1983	279	2	guardian	guardian	PROPN
cana-1983	279	3	also	also	ADV
cana-1983	279	4	applies	apply	VERB
cana-1983	279	5	fixes	fix	NOUN
cana-1983	279	6	to	to	ADP
cana-1983	279	7	misconfigurations	misconfiguration	NOUN
cana-1983	279	8	,	,	PUNCT
cana-1983	279	9	like	like	ADP
cana-1983	279	10	enforcing	enforce	VERB
cana-1983	279	11	encryption	encryption	NOUN
cana-1983	279	12	on	on	ADP
cana-1983	279	13	public	public	ADJ
cana-1983	279	14	cloud	cloud	NOUN
cana-1983	279	15	storage	storage	NOUN
cana-1983	279	16	services	service	NOUN
cana-1983	279	17	.	.	PUNCT
cana-1983	280	1	it	it	PRON
cana-1983	280	2	uses	use	VERB
cana-1983	280	3	context	context	NOUN
cana-1983	280	4	-	-	PUNCT
cana-1983	280	5	aware	aware	ADJ
cana-1983	280	6	,	,	PUNCT
cana-1983	280	7	intelligent	intelligent	ADJ
cana-1983	280	8	remediation	remediation	NOUN
cana-1983	280	9	to	to	PART
cana-1983	280	10	ensure	ensure	VERB
cana-1983	280	11	minimal	minimal	ADJ
cana-1983	280	12	disruption	disruption	NOUN
cana-1983	280	13	and	and	CCONJ
cana-1983	280	14	allows	allow	VERB
cana-1983	280	15	organizations	organization	NOUN
cana-1983	280	16	to	to	PART
cana-1983	280	17	set	set	VERB
cana-1983	280	18	custom	custom	NOUN
cana-1983	280	19	security	security	NOUN
cana-1983	280	20	policies	policy	NOUN
cana-1983	280	21	for	for	ADP
cana-1983	280	22	handling	handle	VERB
cana-1983	280	23	different	different	ADJ
cana-1983	280	24	types	type	NOUN
cana-1983	280	25	of	of	ADP
cana-1983	280	26	vulnerabilities	vulnerability	NOUN
cana-1983	280	27	.	.	PUNCT
cana-1983	281	1	this	this	DET
cana-1983	281	2	automation	automation	NOUN
cana-1983	281	3	significantly	significantly	ADV
cana-1983	281	4	shortens	shorten	VERB
cana-1983	281	5	the	the	DET
cana-1983	281	6	time	time	NOUN
cana-1983	281	7	from	from	ADP
cana-1983	281	8	vulnerability	vulnerability	NOUN
cana-1983	281	9	detection	detection	NOUN
cana-1983	281	10	to	to	ADP
cana-1983	281	11	remediation	remediation	NOUN
cana-1983	281	12	,	,	PUNCT
cana-1983	281	13	enhancing	enhance	VERB
cana-1983	281	14	security	security	NOUN
cana-1983	281	15	and	and	CCONJ
cana-1983	281	16	reducing	reduce	VERB
cana-1983	281	17	the	the	DET
cana-1983	281	18	burden	burden	NOUN
cana-1983	281	19	on	on	ADP
cana-1983	281	20	security	security	NOUN
cana-1983	281	21	teams	team	NOUN
cana-1983	281	22	.	.	PUNCT
cana-1983	282	1	3.5.2	3.5.2	NUM
cana-1983	282	2	rollback	rollback	NOUN
cana-1983	282	3	capability	capability	NOUN
cana-1983	282	4	cloud	cloud	NOUN
cana-1983	282	5	guardian	guardian	NOUN
cana-1983	282	6	’s	’s	PART
cana-1983	282	7	rollback	rollback	NOUN
cana-1983	282	8	capability	capability	NOUN
cana-1983	282	9	addresses	address	NOUN
cana-1983	282	10	potential	potential	ADJ
cana-1983	282	11	disruptions	disruption	NOUN
cana-1983	282	12	from	from	ADP
cana-1983	282	13	automated	automate	VERB
cana-1983	282	14	changes	change	NOUN
cana-1983	282	15	by	by	ADP
cana-1983	282	16	allowing	allow	VERB
cana-1983	282	17	users	user	NOUN
cana-1983	282	18	to	to	PART
cana-1983	282	19	revert	revert	VERB
cana-1983	282	20	changes	change	NOUN
cana-1983	282	21	if	if	SCONJ
cana-1983	282	22	needed	need	VERB
cana-1983	282	23	.	.	PUNCT
cana-1983	283	1	the	the	DET
cana-1983	283	2	rollback	rollback	NOUN
cana-1983	283	3	process	process	NOUN
cana-1983	283	4	starts	start	VERB
cana-1983	283	5	with	with	ADP
cana-1983	283	6	automatic	automatic	ADJ
cana-1983	283	7	snapshots	snapshot	NOUN
cana-1983	283	8	of	of	ADP
cana-1983	283	9	configurations	configuration	NOUN
cana-1983	283	10	before	before	ADP
cana-1983	283	11	applying	apply	VERB
cana-1983	283	12	fixes	fix	NOUN
cana-1983	283	13	,	,	PUNCT
cana-1983	283	14	ensuring	ensure	VERB
cana-1983	283	15	that	that	SCONJ
cana-1983	283	16	changes	change	NOUN
cana-1983	283	17	can	can	AUX
cana-1983	283	18	be	be	AUX
cana-1983	283	19	undone	undo	VERB
cana-1983	283	20	if	if	SCONJ
cana-1983	283	21	issues	issue	NOUN
cana-1983	283	22	arise	arise	VERB
cana-1983	283	23	.	.	PUNCT
cana-1983	284	1	cloud	cloud	NOUN
cana-1983	284	2	guardian	guardian	PROPN
cana-1983	284	3	maintains	maintain	VERB
cana-1983	284	4	version	version	NOUN
cana-1983	284	5	control	control	NOUN
cana-1983	284	6	for	for	ADP
cana-1983	284	7	cloud	cloud	NOUN
cana-1983	284	8	configurations	configuration	NOUN
cana-1983	284	9	and	and	CCONJ
cana-1983	284	10	container	container	NOUN
cana-1983	284	11	settings	setting	NOUN
cana-1983	284	12	,	,	PUNCT
cana-1983	284	13	enabling	enable	VERB
cana-1983	284	14	easy	easy	ADJ
cana-1983	284	15	restoration	restoration	NOUN
cana-1983	284	16	to	to	ADP
cana-1983	284	17	previous	previous	ADJ
cana-1983	284	18	states	state	NOUN
cana-1983	284	19	.	.	PUNCT
cana-1983	285	1	rollbacks	rollback	NOUN
cana-1983	285	2	can	can	AUX
cana-1983	285	3	be	be	AUX
cana-1983	285	4	triggered	trigger	VERB
cana-1983	285	5	automatically	automatically	ADV
cana-1983	285	6	by	by	ADP
cana-1983	285	7	detecting	detect	VERB
cana-1983	285	8	critical	critical	ADJ
cana-1983	285	9	errors	error	NOUN
cana-1983	285	10	or	or	CCONJ
cana-1983	285	11	manually	manually	ADV
cana-1983	285	12	by	by	ADP
cana-1983	285	13	administrators	administrator	NOUN
cana-1983	285	14	if	if	SCONJ
cana-1983	285	15	operational	operational	ADJ
cana-1983	285	16	problems	problem	NOUN
cana-1983	285	17	occur	occur	VERB
cana-1983	285	18	.	.	PUNCT
cana-1983	286	1	the	the	DET
cana-1983	286	2	process	process	NOUN
cana-1983	286	3	is	be	AUX
cana-1983	286	4	designed	design	VERB
cana-1983	286	5	to	to	PART
cana-1983	286	6	minimize	minimize	VERB
cana-1983	286	7	downtime	downtime	NOUN
cana-1983	286	8	and	and	CCONJ
cana-1983	286	9	disruption	disruption	NOUN
cana-1983	286	10	.	.	PUNCT
cana-1983	287	1	post	post	ADJ
cana-1983	287	2	-	-	ADJ
cana-1983	287	3	rollback	rollback	NOUN
cana-1983	287	4	,	,	PUNCT
cana-1983	287	5	cloud	cloud	ADJ
cana-1983	287	6	guardian	guardian	NOUN
cana-1983	287	7	provides	provide	VERB
cana-1983	287	8	audit	audit	NOUN
cana-1983	287	9	logs	log	NOUN
cana-1983	287	10	and	and	CCONJ
cana-1983	287	11	root	root	NOUN
cana-1983	287	12	cause	cause	VERB
cana-1983	287	13	analysis	analysis	NOUN
cana-1983	287	14	to	to	PART
cana-1983	287	15	understand	understand	VERB
cana-1983	287	16	and	and	CCONJ
cana-1983	287	17	improve	improve	VERB
cana-1983	287	18	future	future	ADJ
cana-1983	287	19	fixes	fix	NOUN
cana-1983	287	20	.	.	PUNCT
cana-1983	288	1	additionally	additionally	ADV
cana-1983	288	2	,	,	PUNCT
cana-1983	288	3	the	the	DET
cana-1983	288	4	rollback	rollback	NOUN
cana-1983	288	5	feature	feature	NOUN
cana-1983	288	6	integrates	integrate	NOUN
cana-1983	288	7	with	with	ADP
cana-1983	288	8	ci	ci	NOUN
cana-1983	288	9	/	/	SYM
cana-1983	288	10	cd	cd	NOUN
cana-1983	288	11	pipelines	pipeline	NOUN
cana-1983	288	12	,	,	PUNCT
cana-1983	288	13	allowing	allow	VERB
cana-1983	288	14	seamless	seamless	ADJ
cana-1983	288	15	reversion	reversion	NOUN
cana-1983	288	16	of	of	ADP
cana-1983	288	17	changes	change	NOUN
cana-1983	288	18	that	that	PRON
cana-1983	288	19	impact	impact	VERB
cana-1983	288	20	development	development	NOUN
cana-1983	288	21	or	or	CCONJ
cana-1983	288	22	staging	stage	VERB
cana-1983	288	23	environments	environment	NOUN
cana-1983	288	24	.	.	PUNCT
cana-1983	289	1	communications	communication	NOUN
cana-1983	289	2	on	on	ADP
cana-1983	289	3	applied	apply	VERB
cana-1983	289	4	nonlinear	nonlinear	ADJ
cana-1983	289	5	analysis	analysis	NOUN
cana-1983	289	6	issn	issn	NOUN
cana-1983	289	7	:	:	PUNCT
cana-1983	289	8	1074	1074	NUM
cana-1983	289	9	-	-	PUNCT
cana-1983	289	10	133x	133x	NUM
cana-1983	289	11	vol	vol	NOUN
cana-1983	289	12	32	32	NUM
cana-1983	289	13	no	no	NOUN
cana-1983	289	14	.	.	NOUN
cana-1983	289	15	3	3	NUM
cana-1983	289	16	(	(	PUNCT
cana-1983	289	17	2025	2025	NUM
cana-1983	289	18	)	)	PUNCT
cana-1983	289	19	357	357	NUM
cana-1983	289	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-1983	289	21	figure	figure	NOUN
cana-1983	289	22	1	1	NUM
cana-1983	289	23	:	:	PUNCT
cana-1983	289	24	the	the	DET
cana-1983	289	25	proposed	propose	VERB
cana-1983	289	26	design	design	NOUN
cana-1983	289	27	and	and	CCONJ
cana-1983	289	28	architecture	architecture	NOUN
cana-1983	289	29	of	of	ADP
cana-1983	289	30	cloud	cloud	ADJ
cana-1983	289	31	guardian	guardian	NOUN
cana-1983	289	32	3.6	3.6	NUM
cana-1983	289	33	design	design	NOUN
cana-1983	289	34	and	and	CCONJ
cana-1983	289	35	architecture	architecture	NOUN
cana-1983	289	36	of	of	ADP
cana-1983	289	37	cloud	cloud	ADJ
cana-1983	289	38	guardian	guardian	PROPN
cana-1983	289	39	cloud	cloud	PROPN
cana-1983	289	40	guardian	guardian	PROPN
cana-1983	289	41	's	's	PART
cana-1983	289	42	architecture	architecture	NOUN
cana-1983	289	43	is	be	AUX
cana-1983	289	44	designed	design	VERB
cana-1983	289	45	to	to	PART
cana-1983	289	46	provide	provide	VERB
cana-1983	289	47	a	a	DET
cana-1983	289	48	robust	robust	ADJ
cana-1983	289	49	and	and	CCONJ
cana-1983	289	50	scalable	scalable	ADJ
cana-1983	289	51	cspm	cspm	NOUN
cana-1983	289	52	platform	platform	NOUN
cana-1983	289	53	that	that	PRON
cana-1983	289	54	integrates	integrate	VERB
cana-1983	289	55	seamlessly	seamlessly	ADV
cana-1983	289	56	with	with	ADP
cana-1983	289	57	multi	multi	ADJ
cana-1983	289	58	-	-	ADJ
cana-1983	289	59	cloud	cloud	ADJ
cana-1983	289	60	and	and	CCONJ
cana-1983	289	61	containerized	containerized	ADJ
cana-1983	289	62	environments	environment	NOUN
cana-1983	289	63	which	which	PRON
cana-1983	289	64	is	be	AUX
cana-1983	289	65	shown	show	VERB
cana-1983	289	66	in	in	ADP
cana-1983	289	67	figure	figure	NOUN
cana-1983	289	68	1	1	NUM
cana-1983	289	69	.	.	PUNCT
cana-1983	290	1	cloud	cloud	NOUN
cana-1983	290	2	platforms	platform	NOUN
cana-1983	290	3	(	(	PUNCT
cana-1983	290	4	aws	aw	NOUN
cana-1983	290	5	,	,	PUNCT
cana-1983	290	6	azure	azure	NOUN
cana-1983	290	7	,	,	PUNCT
cana-1983	290	8	gcp	gcp	NOUN
cana-1983	290	9	)	)	PUNCT
cana-1983	290	10	,	,	PUNCT
cana-1983	290	11	container	container	NOUN
cana-1983	290	12	platforms	platform	NOUN
cana-1983	290	13	(	(	PUNCT
cana-1983	290	14	docker	docker	PROPN
cana-1983	290	15	,	,	PUNCT
cana-1983	290	16	kubernetes	kubernete	NOUN
cana-1983	290	17	)	)	PUNCT
cana-1983	290	18	,	,	PUNCT
cana-1983	290	19	and	and	CCONJ
cana-1983	290	20	the	the	DET
cana-1983	290	21	cspm	cspm	NOUN
cana-1983	290	22	core	core	NOUN
cana-1983	290	23	,	,	PUNCT
cana-1983	290	24	which	which	PRON
cana-1983	290	25	handles	handle	VERB
cana-1983	290	26	automated	automate	VERB
cana-1983	290	27	security	security	NOUN
cana-1983	290	28	assessments	assessment	NOUN
cana-1983	290	29	,	,	PUNCT
cana-1983	290	30	threat	threat	NOUN
cana-1983	290	31	intelligence	intelligence	NOUN
cana-1983	290	32	,	,	PUNCT
cana-1983	290	33	policy	policy	NOUN
cana-1983	290	34	enforcement	enforcement	NOUN
cana-1983	290	35	,	,	PUNCT
cana-1983	290	36	and	and	CCONJ
cana-1983	290	37	remediation	remediation	NOUN
cana-1983	290	38	across	across	ADP
cana-1983	290	39	these	these	DET
cana-1983	290	40	environments	environment	NOUN
cana-1983	290	41	.	.	PUNCT
cana-1983	291	1	the	the	DET
cana-1983	291	2	integration	integration	NOUN
cana-1983	291	3	with	with	ADP
cana-1983	291	4	various	various	ADJ
cana-1983	291	5	cloud	cloud	NOUN
cana-1983	291	6	platforms	platform	NOUN
cana-1983	291	7	and	and	CCONJ
cana-1983	291	8	container	container	NOUN
cana-1983	291	9	systems	system	NOUN
cana-1983	291	10	is	be	AUX
cana-1983	291	11	achieved	achieve	VERB
cana-1983	291	12	via	via	ADP
cana-1983	291	13	apis	apis	PROPN
cana-1983	291	14	.	.	PUNCT
cana-1983	292	1	for	for	ADP
cana-1983	292	2	instance	instance	NOUN
cana-1983	292	3	,	,	PUNCT
cana-1983	292	4	cloud	cloud	ADJ
cana-1983	292	5	guardian	guardian	NOUN
cana-1983	292	6	connects	connect	VERB
cana-1983	292	7	to	to	ADP
cana-1983	292	8	aws	aw	NOUN
cana-1983	292	9	apis	apis	ADJ
cana-1983	292	10	to	to	PART
cana-1983	292	11	monitor	monitor	VERB
cana-1983	292	12	configurations	configuration	NOUN
cana-1983	292	13	,	,	PUNCT
cana-1983	292	14	iam	iam	PROPN
cana-1983	292	15	policies	policy	NOUN
cana-1983	292	16	,	,	PUNCT
cana-1983	292	17	and	and	CCONJ
cana-1983	292	18	resource	resource	NOUN
cana-1983	292	19	usage	usage	NOUN
cana-1983	292	20	.	.	PUNCT
cana-1983	293	1	it	it	PRON
cana-1983	293	2	does	do	VERB
cana-1983	293	3	the	the	DET
cana-1983	293	4	same	same	ADJ
cana-1983	293	5	with	with	ADP
cana-1983	293	6	azure	azure	NOUN
cana-1983	293	7	by	by	ADP
cana-1983	293	8	integrating	integrate	VERB
cana-1983	293	9	with	with	ADP
cana-1983	293	10	azure	azure	ADJ
cana-1983	293	11	security	security	NOUN
cana-1983	293	12	center	center	NOUN
cana-1983	293	13	and	and	CCONJ
cana-1983	293	14	azure	azure	ADJ
cana-1983	293	15	resource	resource	NOUN
cana-1983	293	16	manager	manager	NOUN
cana-1983	293	17	,	,	PUNCT
cana-1983	293	18	assessing	assess	VERB
cana-1983	293	19	virtual	virtual	ADJ
cana-1983	293	20	machines	machine	NOUN
cana-1983	293	21	,	,	PUNCT
cana-1983	293	22	databases	database	NOUN
cana-1983	293	23	,	,	PUNCT
cana-1983	293	24	and	and	CCONJ
cana-1983	293	25	network	network	NOUN
cana-1983	293	26	settings	setting	NOUN
cana-1983	293	27	.	.	PUNCT
cana-1983	294	1	in	in	ADP
cana-1983	294	2	gcp	gcp	PROPN
cana-1983	294	3	,	,	PUNCT
cana-1983	294	4	cloud	cloud	ADJ
cana-1983	294	5	guardian	guardian	NOUN
cana-1983	294	6	monitors	monitor	NOUN
cana-1983	294	7	vms	vms	PROPN
cana-1983	294	8	,	,	PUNCT
cana-1983	294	9	storage	storage	NOUN
cana-1983	294	10	services	service	NOUN
cana-1983	294	11	,	,	PUNCT
cana-1983	294	12	and	and	CCONJ
cana-1983	294	13	iam	iam	PROPN
cana-1983	294	14	roles	role	NOUN
cana-1983	294	15	.	.	PUNCT
cana-1983	295	1	similarly	similarly	ADV
cana-1983	295	2	,	,	PUNCT
cana-1983	295	3	for	for	ADP
cana-1983	295	4	container	container	NOUN
cana-1983	295	5	platforms	platform	NOUN
cana-1983	295	6	like	like	ADP
cana-1983	295	7	docker	docker	PROPN
cana-1983	295	8	and	and	CCONJ
cana-1983	295	9	kubernetes	kubernete	NOUN
cana-1983	295	10	,	,	PUNCT
cana-1983	295	11	cloud	cloud	ADJ
cana-1983	295	12	guardian	guardian	NOUN
cana-1983	295	13	scans	scan	NOUN
cana-1983	295	14	container	container	NOUN
cana-1983	295	15	images	image	NOUN
cana-1983	295	16	and	and	CCONJ
cana-1983	295	17	running	run	VERB
cana-1983	295	18	containers	container	NOUN
cana-1983	295	19	for	for	ADP
cana-1983	295	20	vulnerabilities	vulnerability	NOUN
cana-1983	295	21	and	and	CCONJ
cana-1983	295	22	monitors	monitor	VERB
cana-1983	295	23	configurations	configuration	NOUN
cana-1983	295	24	to	to	PART
cana-1983	295	25	ensure	ensure	VERB
cana-1983	295	26	secure	secure	ADJ
cana-1983	295	27	deployment	deployment	ADJ
cana-1983	295	28	practices	practice	NOUN
cana-1983	295	29	.	.	PUNCT
cana-1983	296	1	central	central	ADJ
cana-1983	296	2	to	to	ADP
cana-1983	296	3	cloud	cloud	VERB
cana-1983	296	4	guardian	guardian	NOUN
cana-1983	296	5	's	's	PART
cana-1983	296	6	operation	operation	NOUN
cana-1983	296	7	is	be	AUX
cana-1983	296	8	the	the	DET
cana-1983	296	9	cspm	cspm	NOUN
cana-1983	296	10	core	core	NOUN
cana-1983	296	11	,	,	PUNCT
cana-1983	296	12	which	which	PRON
cana-1983	296	13	processes	process	VERB
cana-1983	296	14	the	the	DET
cana-1983	296	15	data	datum	NOUN
cana-1983	296	16	collected	collect	VERB
cana-1983	296	17	from	from	ADP
cana-1983	296	18	these	these	DET
cana-1983	296	19	cloud	cloud	ADJ
cana-1983	296	20	and	and	CCONJ
cana-1983	296	21	container	container	NOUN
cana-1983	296	22	environments	environment	NOUN
cana-1983	296	23	.	.	PUNCT
cana-1983	297	1	this	this	DET
cana-1983	297	2	core	core	NOUN
cana-1983	297	3	component	component	NOUN
cana-1983	297	4	includes	include	VERB
cana-1983	297	5	several	several	ADJ
cana-1983	297	6	key	key	ADJ
cana-1983	297	7	functions	function	NOUN
cana-1983	297	8	.	.	PUNCT
cana-1983	298	1	it	it	PRON
cana-1983	298	2	collects	collect	VERB
cana-1983	298	3	configuration	configuration	NOUN
cana-1983	298	4	and	and	CCONJ
cana-1983	298	5	security	security	NOUN
cana-1983	298	6	data	datum	NOUN
cana-1983	298	7	from	from	ADP
cana-1983	298	8	cloud	cloud	NOUN
cana-1983	298	9	and	and	CCONJ
cana-1983	298	10	container	container	NOUN
cana-1983	298	11	platforms	platform	NOUN
cana-1983	298	12	,	,	PUNCT
cana-1983	298	13	which	which	PRON
cana-1983	298	14	is	be	AUX
cana-1983	298	15	then	then	ADV
cana-1983	298	16	assessed	assess	VERB
cana-1983	298	17	for	for	ADP
cana-1983	298	18	compliance	compliance	NOUN
cana-1983	298	19	with	with	ADP
cana-1983	298	20	predefined	predefine	VERB
cana-1983	298	21	security	security	NOUN
cana-1983	298	22	policies	policy	NOUN
cana-1983	298	23	and	and	CCONJ
cana-1983	298	24	benchmarks	benchmark	NOUN
cana-1983	298	25	,	,	PUNCT
cana-1983	298	26	such	such	ADJ
cana-1983	298	27	as	as	ADP
cana-1983	298	28	cis	cis	NOUN
cana-1983	298	29	and	and	CCONJ
cana-1983	298	30	nist	nist	NOUN
cana-1983	298	31	.	.	PUNCT
cana-1983	299	1	automated	automate	VERB
cana-1983	299	2	fixes	fix	NOUN
cana-1983	299	3	are	be	AUX
cana-1983	299	4	applied	apply	VERB
cana-1983	299	5	as	as	SCONJ
cana-1983	299	6	needed	need	VERB
cana-1983	299	7	to	to	PART
cana-1983	299	8	address	address	VERB
cana-1983	299	9	any	any	DET
cana-1983	299	10	detected	detect	VERB
cana-1983	299	11	vulnerabilities	vulnerability	NOUN
cana-1983	299	12	or	or	CCONJ
cana-1983	299	13	misconfigurations	misconfiguration	NOUN
cana-1983	299	14	.	.	PUNCT
cana-1983	300	1	the	the	DET
cana-1983	300	2	core	core	NOUN
cana-1983	300	3	also	also	ADV
cana-1983	300	4	incorporates	incorporate	VERB
cana-1983	300	5	real	real	ADJ
cana-1983	300	6	-	-	PUNCT
cana-1983	300	7	time	time	NOUN
cana-1983	300	8	threat	threat	NOUN
cana-1983	300	9	intelligence	intelligence	NOUN
cana-1983	300	10	from	from	ADP
cana-1983	300	11	public	public	ADJ
cana-1983	300	12	and	and	CCONJ
cana-1983	300	13	private	private	ADJ
cana-1983	300	14	feeds	feed	NOUN
cana-1983	300	15	,	,	PUNCT
cana-1983	300	16	keeping	keep	VERB
cana-1983	300	17	the	the	DET
cana-1983	300	18	system	system	NOUN
cana-1983	300	19	updated	update	VERB
cana-1983	300	20	on	on	ADP
cana-1983	300	21	the	the	DET
cana-1983	300	22	latest	late	ADJ
cana-1983	300	23	vulnerabilities	vulnerability	NOUN
cana-1983	300	24	.	.	PUNCT
cana-1983	301	1	this	this	DET
cana-1983	301	2	intelligence	intelligence	NOUN
cana-1983	301	3	is	be	AUX
cana-1983	301	4	used	use	VERB
cana-1983	301	5	to	to	PART
cana-1983	301	6	cross	cross	ADJ
cana-1983	301	7	-	-	ADJ
cana-1983	301	8	check	check	ADJ
cana-1983	301	9	cloud	cloud	NOUN
cana-1983	301	10	and	and	CCONJ
cana-1983	301	11	container	container	NOUN
cana-1983	301	12	environments	environment	NOUN
cana-1983	301	13	and	and	CCONJ
cana-1983	301	14	trigger	trigger	NOUN
cana-1983	301	15	automated	automate	VERB
cana-1983	301	16	responses	response	NOUN
cana-1983	301	17	to	to	ADP
cana-1983	301	18	new	new	ADJ
cana-1983	301	19	threats	threat	NOUN
cana-1983	301	20	.	.	PUNCT
cana-1983	302	1	the	the	DET
cana-1983	302	2	cspm	cspm	NOUN
cana-1983	302	3	core	core	NOUN
cana-1983	302	4	also	also	ADV
cana-1983	302	5	benchmarks	benchmark	VERB
cana-1983	302	6	the	the	DET
cana-1983	302	7	security	security	NOUN
cana-1983	302	8	posture	posture	NOUN
cana-1983	302	9	against	against	ADP
cana-1983	302	10	industry	industry	NOUN
cana-1983	302	11	standards	standard	NOUN
cana-1983	302	12	,	,	PUNCT
cana-1983	302	13	displaying	display	VERB
cana-1983	302	14	the	the	DET
cana-1983	302	15	results	result	NOUN
cana-1983	302	16	on	on	ADP
cana-1983	302	17	the	the	DET
cana-1983	302	18	cloud	cloud	ADJ
cana-1983	302	19	guardian	guardian	NOUN
cana-1983	302	20	dashboard	dashboard	NOUN
cana-1983	302	21	.	.	PUNCT
cana-1983	303	1	this	this	DET
cana-1983	303	2	visualization	visualization	NOUN
cana-1983	303	3	provides	provide	VERB
cana-1983	303	4	administrators	administrator	NOUN
cana-1983	303	5	with	with	ADP
cana-1983	303	6	real	real	ADJ
cana-1983	303	7	-	-	PUNCT
cana-1983	303	8	time	time	NOUN
cana-1983	303	9	insights	insight	NOUN
cana-1983	303	10	into	into	ADP
cana-1983	303	11	the	the	DET
cana-1983	303	12	security	security	NOUN
cana-1983	303	13	status	status	NOUN
cana-1983	303	14	,	,	PUNCT
cana-1983	303	15	compliance	compliance	NOUN
cana-1983	303	16	,	,	PUNCT
cana-1983	303	17	and	and	CCONJ
cana-1983	303	18	ongoing	ongoing	ADJ
cana-1983	303	19	remediation	remediation	NOUN
cana-1983	303	20	efforts	effort	NOUN
cana-1983	303	21	.	.	PUNCT
cana-1983	304	1	automated	automate	VERB
cana-1983	304	2	fixes	fix	NOUN
cana-1983	304	3	are	be	AUX
cana-1983	304	4	applied	apply	VERB
cana-1983	304	5	to	to	PART
cana-1983	304	6	address	address	VERB
cana-1983	304	7	issues	issue	NOUN
cana-1983	304	8	,	,	PUNCT
cana-1983	304	9	with	with	ADP
cana-1983	304	10	a	a	DET
cana-1983	304	11	rollback	rollback	NOUN
cana-1983	304	12	mechanism	mechanism	NOUN
cana-1983	304	13	in	in	ADP
cana-1983	304	14	place	place	NOUN
cana-1983	304	15	to	to	PART
cana-1983	304	16	restore	restore	VERB
cana-1983	304	17	previous	previous	ADJ
cana-1983	304	18	configurations	configuration	NOUN
cana-1983	304	19	if	if	SCONJ
cana-1983	304	20	necessary	necessary	ADJ
cana-1983	304	21	,	,	PUNCT
cana-1983	304	22	ensuring	ensure	VERB
cana-1983	304	23	system	system	NOUN
cana-1983	304	24	stability	stability	NOUN
cana-1983	304	25	and	and	CCONJ
cana-1983	304	26	minimizing	minimize	VERB
cana-1983	304	27	disruption	disruption	NOUN
cana-1983	304	28	.	.	PUNCT
cana-1983	305	1	the	the	DET
cana-1983	305	2	overall	overall	ADJ
cana-1983	305	3	data	data	NOUN
cana-1983	305	4	flow	flow	NOUN
cana-1983	305	5	begins	begin	VERB
cana-1983	305	6	with	with	ADP
cana-1983	305	7	the	the	DET
cana-1983	305	8	collection	collection	NOUN
cana-1983	305	9	of	of	ADP
cana-1983	305	10	information	information	NOUN
cana-1983	305	11	from	from	ADP
cana-1983	305	12	cloud	cloud	NOUN
cana-1983	305	13	and	and	CCONJ
cana-1983	305	14	container	container	NOUN
cana-1983	305	15	platforms	platform	NOUN
cana-1983	305	16	,	,	PUNCT
cana-1983	305	17	which	which	PRON
cana-1983	305	18	is	be	AUX
cana-1983	305	19	then	then	ADV
cana-1983	305	20	assessed	assess	VERB
cana-1983	305	21	for	for	ADP
cana-1983	305	22	security	security	NOUN
cana-1983	305	23	compliance	compliance	NOUN
cana-1983	305	24	.	.	PUNCT
cana-1983	306	1	automated	automate	VERB
cana-1983	306	2	fixes	fix	NOUN
cana-1983	306	3	are	be	AUX
cana-1983	306	4	applied	apply	VERB
cana-1983	306	5	based	base	VERB
cana-1983	306	6	on	on	ADP
cana-1983	306	7	these	these	DET
cana-1983	306	8	assessments	assessment	NOUN
cana-1983	306	9	,	,	PUNCT
cana-1983	306	10	and	and	CCONJ
cana-1983	306	11	real	real	ADJ
cana-1983	306	12	-	-	PUNCT
cana-1983	306	13	time	time	NOUN
cana-1983	306	14	threat	threat	NOUN
cana-1983	306	15	intelligence	intelligence	NOUN
cana-1983	306	16	helps	help	VERB
cana-1983	306	17	detect	detect	VERB
cana-1983	306	18	and	and	CCONJ
cana-1983	306	19	respond	respond	VERB
cana-1983	306	20	to	to	ADP
cana-1983	306	21	new	new	ADJ
cana-1983	306	22	vulnerabilities	vulnerability	NOUN
cana-1983	306	23	.	.	PUNCT
cana-1983	307	1	the	the	DET
cana-1983	307	2	system	system	NOUN
cana-1983	307	3	visualizes	visualize	VERB
cana-1983	307	4	benchmarking	benchmarke	VERB
cana-1983	307	5	results	result	NOUN
cana-1983	307	6	and	and	CCONJ
cana-1983	307	7	security	security	NOUN
cana-1983	307	8	insights	insight	NOUN
cana-1983	307	9	on	on	ADP
cana-1983	307	10	the	the	DET
cana-1983	307	11	dashboard	dashboard	NOUN
cana-1983	307	12	,	,	PUNCT
cana-1983	307	13	improving	improve	VERB
cana-1983	307	14	security	security	NOUN
cana-1983	307	15	posture	posture	NOUN
cana-1983	307	16	and	and	CCONJ
cana-1983	307	17	ensuring	ensure	VERB
cana-1983	307	18	compliance	compliance	NOUN
cana-1983	307	19	with	with	ADP
cana-1983	307	20	industry	industry	NOUN
cana-1983	307	21	standards	standard	NOUN
cana-1983	307	22	.	.	PUNCT
cana-1983	308	1	communications	communication	NOUN
cana-1983	308	2	on	on	ADP
cana-1983	308	3	applied	apply	VERB
cana-1983	308	4	nonlinear	nonlinear	ADJ
cana-1983	308	5	analysis	analysis	NOUN
cana-1983	308	6	issn	issn	NOUN
cana-1983	308	7	:	:	PUNCT
cana-1983	308	8	1074	1074	NUM
cana-1983	308	9	-	-	PUNCT
cana-1983	308	10	133x	133x	NUM
cana-1983	308	11	vol	vol	NOUN
cana-1983	308	12	32	32	NUM
cana-1983	308	13	no	no	NOUN
cana-1983	308	14	.	.	NOUN
cana-1983	308	15	3	3	NUM
cana-1983	308	16	(	(	PUNCT
cana-1983	308	17	2025	2025	NUM
cana-1983	308	18	)	)	PUNCT
cana-1983	308	19	358	358	NUM
cana-1983	308	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-1983	308	21	4	4	X
cana-1983	308	22	.	.	NOUN
cana-1983	308	23	results	result	NOUN
cana-1983	308	24	and	and	CCONJ
cana-1983	308	25	discussion	discussion	VERB
cana-1983	308	26	the	the	DET
cana-1983	308	27	continuous	continuous	ADJ
cana-1983	308	28	improvement	improvement	NOUN
cana-1983	308	29	loop	loop	NOUN
cana-1983	308	30	is	be	AUX
cana-1983	308	31	then	then	ADV
cana-1983	308	32	implemented	implement	VERB
cana-1983	308	33	,	,	PUNCT
cana-1983	308	34	during	during	ADP
cana-1983	308	35	which	which	PRON
cana-1983	308	36	network	network	NOUN
cana-1983	308	37	traffic	traffic	NOUN
cana-1983	308	38	and	and	CCONJ
cana-1983	308	39	system	system	NOUN
cana-1983	308	40	logs	log	NOUN
cana-1983	308	41	are	be	AUX
cana-1983	308	42	continuously	continuously	ADV
cana-1983	308	43	monitored	monitor	VERB
cana-1983	308	44	.	.	PUNCT
cana-1983	309	1	security	security	NOUN
cana-1983	309	2	events	event	NOUN
cana-1983	309	3	are	be	AUX
cana-1983	309	4	analyzed	analyze	VERB
cana-1983	309	5	in	in	ADP
cana-1983	309	6	real	real	ADJ
cana-1983	309	7	time	time	NOUN
cana-1983	309	8	and	and	CCONJ
cana-1983	309	9	correlated	correlate	VERB
cana-1983	309	10	with	with	ADP
cana-1983	309	11	historical	historical	ADJ
cana-1983	309	12	data	datum	NOUN
cana-1983	309	13	and	and	CCONJ
cana-1983	309	14	predefined	predefine	VERB
cana-1983	309	15	security	security	NOUN
cana-1983	309	16	policies	policy	NOUN
cana-1983	309	17	.	.	PUNCT
cana-1983	310	1	feedback	feedback	NOUN
cana-1983	310	2	from	from	ADP
cana-1983	310	3	stakeholders	stakeholder	NOUN
cana-1983	310	4	is	be	AUX
cana-1983	310	5	solicited	solicit	VERB
cana-1983	310	6	to	to	PART
cana-1983	310	7	gain	gain	VERB
cana-1983	310	8	insights	insight	NOUN
cana-1983	310	9	into	into	ADP
cana-1983	310	10	the	the	DET
cana-1983	310	11	effectiveness	effectiveness	NOUN
cana-1983	310	12	of	of	ADP
cana-1983	310	13	the	the	DET
cana-1983	310	14	continuous	continuous	ADJ
cana-1983	310	15	improvement	improvement	NOUN
cana-1983	310	16	loop	loop	NOUN
cana-1983	310	17	,	,	PUNCT
cana-1983	310	18	and	and	CCONJ
cana-1983	310	19	the	the	DET
cana-1983	310	20	results	result	NOUN
cana-1983	310	21	of	of	ADP
cana-1983	310	22	the	the	DET
cana-1983	310	23	experimentation	experimentation	NOUN
cana-1983	310	24	are	be	AUX
cana-1983	310	25	thoroughly	thoroughly	ADV
cana-1983	310	26	documented	document	VERB
cana-1983	310	27	.	.	PUNCT
cana-1983	311	1	these	these	DET
cana-1983	311	2	findings	finding	NOUN
cana-1983	311	3	are	be	AUX
cana-1983	311	4	compiled	compile	VERB
cana-1983	311	5	into	into	ADP
cana-1983	311	6	a	a	DET
cana-1983	311	7	comprehensive	comprehensive	ADJ
cana-1983	311	8	report	report	NOUN
cana-1983	311	9	that	that	PRON
cana-1983	311	10	highlights	highlight	VERB
cana-1983	311	11	the	the	DET
cana-1983	311	12	efficiency	efficiency	NOUN
cana-1983	311	13	and	and	CCONJ
cana-1983	311	14	effectiveness	effectiveness	NOUN
cana-1983	311	15	of	of	ADP
cana-1983	311	16	the	the	DET
cana-1983	311	17	continuous	continuous	ADJ
cana-1983	311	18	improvement	improvement	NOUN
cana-1983	311	19	loop	loop	NOUN
cana-1983	311	20	in	in	ADP
cana-1983	311	21	enhancing	enhance	VERB
cana-1983	311	22	the	the	DET
cana-1983	311	23	security	security	NOUN
cana-1983	311	24	posture	posture	NOUN
cana-1983	311	25	within	within	ADP
cana-1983	311	26	the	the	DET
cana-1983	311	27	organization	organization	NOUN
cana-1983	311	28	’s	’s	PART
cana-1983	311	29	cloud	cloud	PROPN
cana-1983	311	30	environment	environment	NOUN
cana-1983	311	31	.	.	PUNCT
cana-1983	312	1	the	the	DET
cana-1983	312	2	report	report	NOUN
cana-1983	312	3	also	also	ADV
cana-1983	312	4	includes	include	VERB
cana-1983	312	5	recommendations	recommendation	NOUN
cana-1983	312	6	for	for	ADP
cana-1983	312	7	further	further	ADJ
cana-1983	312	8	refinement	refinement	NOUN
cana-1983	312	9	and	and	CCONJ
cana-1983	312	10	areas	area	NOUN
cana-1983	312	11	for	for	ADP
cana-1983	312	12	future	future	ADJ
cana-1983	312	13	research	research	NOUN
cana-1983	312	14	.	.	PUNCT
cana-1983	313	1	the	the	DET
cana-1983	313	2	outcomes	outcome	NOUN
cana-1983	313	3	of	of	ADP
cana-1983	313	4	classified	classified	ADJ
cana-1983	313	5	events	event	NOUN
cana-1983	313	6	detected	detect	VERB
cana-1983	313	7	by	by	ADP
cana-1983	313	8	the	the	DET
cana-1983	313	9	suricata	suricata	PROPN
cana-1983	313	10	intrusion	intrusion	NOUN
cana-1983	313	11	detection	detection	NOUN
cana-1983	313	12	system	system	NOUN
cana-1983	313	13	(	(	PUNCT
cana-1983	313	14	ids	id	NOUN
cana-1983	313	15	)	)	PUNCT
cana-1983	313	16	are	be	AUX
cana-1983	313	17	displayed	display	VERB
cana-1983	313	18	in	in	ADP
cana-1983	313	19	figure	figure	NOUN
cana-1983	313	20	2	2	NUM
cana-1983	313	21	.	.	PUNCT
cana-1983	314	1	this	this	DET
cana-1983	314	2	figure	figure	NOUN
cana-1983	314	3	illustrates	illustrate	VERB
cana-1983	314	4	how	how	SCONJ
cana-1983	314	5	suricata	suricata	NOUN
cana-1983	314	6	thoroughly	thoroughly	ADV
cana-1983	314	7	analyzes	analyze	VERB
cana-1983	314	8	network	network	NOUN
cana-1983	314	9	traffic	traffic	NOUN
cana-1983	314	10	and	and	CCONJ
cana-1983	314	11	system	system	NOUN
cana-1983	314	12	logs	log	NOUN
cana-1983	314	13	.	.	PUNCT
cana-1983	315	1	figure	figure	VERB
cana-1983	315	2	3	3	NUM
cana-1983	315	3	showcases	showcase	NOUN
cana-1983	315	4	suricata	suricata	NOUN
cana-1983	315	5	’s	’s	PART
cana-1983	315	6	classification	classification	NOUN
cana-1983	315	7	of	of	ADP
cana-1983	315	8	analyzed	analyze	VERB
cana-1983	315	9	content	content	NOUN
cana-1983	315	10	and	and	CCONJ
cana-1983	315	11	presents	present	NOUN
cana-1983	315	12	event	event	NOUN
cana-1983	315	13	alerts	alert	NOUN
cana-1983	315	14	within	within	ADP
cana-1983	315	15	the	the	DET
cana-1983	315	16	kibana	kibana	PROPN
cana-1983	315	17	dashboard	dashboard	NOUN
cana-1983	315	18	of	of	ADP
cana-1983	315	19	the	the	DET
cana-1983	315	20	elk	elk	NOUN
cana-1983	315	21	stack	stack	NOUN
cana-1983	315	22	.	.	PUNCT
cana-1983	316	1	figure	figure	NOUN
cana-1983	316	2	2	2	NUM
cana-1983	316	3	.	.	NUM
cana-1983	316	4	results	result	NOUN
cana-1983	316	5	of	of	ADP
cana-1983	316	6	classified	classified	ADJ
cana-1983	316	7	events	event	NOUN
cana-1983	316	8	flagged	flag	VERB
cana-1983	316	9	by	by	ADP
cana-1983	316	10	suricata	suricata	NOUN
cana-1983	316	11	.	.	PUNCT
cana-1983	317	1	figure	figure	NOUN
cana-1983	317	2	3	3	NUM
cana-1983	317	3	.	.	PUNCT
cana-1983	317	4	suricata	suricata	PROPN
cana-1983	317	5	event	event	NOUN
cana-1983	317	6	alerts	alert	VERB
cana-1983	317	7	these	these	DET
cana-1983	317	8	real	real	ADJ
cana-1983	317	9	-	-	PUNCT
cana-1983	317	10	time	time	NOUN
cana-1983	317	11	alerts	alert	NOUN
cana-1983	317	12	indicate	indicate	VERB
cana-1983	317	13	security	security	NOUN
cana-1983	317	14	incidents	incident	NOUN
cana-1983	317	15	detected	detect	VERB
cana-1983	317	16	by	by	ADP
cana-1983	317	17	suricata	suricata	NOUN
cana-1983	317	18	.	.	PUNCT
cana-1983	318	1	each	each	DET
cana-1983	318	2	alert	alert	NOUN
cana-1983	318	3	contains	contain	VERB
cana-1983	318	4	detailed	detailed	ADJ
cana-1983	318	5	information	information	NOUN
cana-1983	318	6	,	,	PUNCT
cana-1983	318	7	such	such	ADJ
cana-1983	318	8	as	as	ADP
cana-1983	318	9	the	the	DET
cana-1983	318	10	threat	threat	NOUN
cana-1983	318	11	type	type	NOUN
cana-1983	318	12	,	,	PUNCT
cana-1983	318	13	impacted	impact	VERB
cana-1983	318	14	entity	entity	NOUN
cana-1983	318	15	,	,	PUNCT
cana-1983	318	16	source	source	NOUN
cana-1983	318	17	and	and	CCONJ
cana-1983	318	18	destination	destination	NOUN
cana-1983	318	19	ips	ip	NOUN
cana-1983	318	20	,	,	PUNCT
cana-1983	318	21	and	and	CCONJ
cana-1983	318	22	a	a	DET
cana-1983	318	23	timestamp	timestamp	NOUN
cana-1983	318	24	accurate	accurate	ADJ
cana-1983	318	25	to	to	ADP
cana-1983	318	26	milliseconds	millisecond	NOUN
cana-1983	318	27	.	.	PUNCT
cana-1983	319	1	moreover	moreover	ADV
cana-1983	319	2	,	,	PUNCT
cana-1983	319	3	alerts	alert	NOUN
cana-1983	319	4	are	be	AUX
cana-1983	319	5	color	color	NOUN
cana-1983	319	6	-	-	PUNCT
cana-1983	319	7	coded	code	VERB
cana-1983	319	8	to	to	PART
cana-1983	319	9	indicate	indicate	VERB
cana-1983	319	10	severity	severity	NOUN
cana-1983	319	11	levels	level	NOUN
cana-1983	319	12	,	,	PUNCT
cana-1983	319	13	allowing	allow	VERB
cana-1983	319	14	security	security	NOUN
cana-1983	319	15	personnel	personnel	NOUN
cana-1983	319	16	to	to	PART
cana-1983	319	17	quickly	quickly	ADV
cana-1983	319	18	prioritize	prioritize	VERB
cana-1983	319	19	and	and	CCONJ
cana-1983	319	20	address	address	VERB
cana-1983	319	21	critical	critical	ADJ
cana-1983	319	22	issues	issue	NOUN
cana-1983	319	23	.	.	PUNCT
cana-1983	320	1	this	this	DET
cana-1983	320	2	visualization	visualization	NOUN
cana-1983	320	3	enables	enable	VERB
cana-1983	320	4	real	real	ADJ
cana-1983	320	5	-	-	PUNCT
cana-1983	320	6	time	time	NOUN
cana-1983	320	7	traffic	traffic	NOUN
cana-1983	320	8	communications	communication	NOUN
cana-1983	320	9	on	on	ADP
cana-1983	320	10	applied	apply	VERB
cana-1983	320	11	nonlinear	nonlinear	ADJ
cana-1983	320	12	analysis	analysis	NOUN
cana-1983	320	13	issn	issn	NOUN
cana-1983	320	14	:	:	PUNCT
cana-1983	320	15	1074	1074	NUM
cana-1983	320	16	-	-	PUNCT
cana-1983	320	17	133x	133x	NUM
cana-1983	320	18	vol	vol	NOUN
cana-1983	320	19	32	32	NUM
cana-1983	320	20	no	no	NOUN
cana-1983	320	21	.	.	NOUN
cana-1983	320	22	3	3	NUM
cana-1983	320	23	(	(	PUNCT
cana-1983	320	24	2025	2025	NUM
cana-1983	320	25	)	)	PUNCT
cana-1983	321	1	359	359	NUM
cana-1983	322	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-1983	322	2	monitoring	monitoring	NOUN
cana-1983	322	3	and	and	CCONJ
cana-1983	322	4	situation	situation	NOUN
cana-1983	322	5	assessment	assessment	NOUN
cana-1983	322	6	,	,	PUNCT
cana-1983	322	7	ensuring	ensure	VERB
cana-1983	322	8	the	the	DET
cana-1983	322	9	security	security	NOUN
cana-1983	322	10	status	status	NOUN
cana-1983	322	11	remains	remain	VERB
cana-1983	322	12	intact	intact	ADJ
cana-1983	322	13	.	.	PUNCT
cana-1983	323	1	when	when	SCONJ
cana-1983	323	2	an	an	DET
cana-1983	323	3	incident	incident	NOUN
cana-1983	323	4	occurs	occur	VERB
cana-1983	323	5	,	,	PUNCT
cana-1983	323	6	the	the	DET
cana-1983	323	7	response	response	NOUN
cana-1983	323	8	team	team	NOUN
cana-1983	323	9	can	can	AUX
cana-1983	323	10	swiftly	swiftly	ADV
cana-1983	323	11	act	act	VERB
cana-1983	323	12	to	to	PART
cana-1983	323	13	minimize	minimize	VERB
cana-1983	323	14	potential	potential	ADJ
cana-1983	323	15	damage	damage	NOUN
cana-1983	323	16	.	.	PUNCT
cana-1983	324	1	additionally	additionally	ADV
cana-1983	324	2	,	,	PUNCT
cana-1983	324	3	the	the	DET
cana-1983	324	4	integration	integration	NOUN
cana-1983	324	5	of	of	ADP
cana-1983	324	6	suricata	suricata	NOUN
cana-1983	324	7	with	with	ADP
cana-1983	324	8	the	the	DET
cana-1983	324	9	elk	elk	NOUN
cana-1983	324	10	stack	stack	NOUN
cana-1983	324	11	has	have	AUX
cana-1983	324	12	strengthened	strengthen	VERB
cana-1983	324	13	the	the	DET
cana-1983	324	14	organization	organization	NOUN
cana-1983	324	15	’s	’s	PART
cana-1983	324	16	24/7	24/7	PROPN
cana-1983	324	17	security	security	NOUN
cana-1983	324	18	monitoring	monitor	VERB
cana-1983	324	19	capabilities	capability	NOUN
cana-1983	324	20	.	.	PUNCT
cana-1983	325	1	the	the	DET
cana-1983	325	2	system	system	NOUN
cana-1983	325	3	continuously	continuously	ADV
cana-1983	325	4	tracks	track	VERB
cana-1983	325	5	alerts	alert	NOUN
cana-1983	325	6	,	,	PUNCT
cana-1983	325	7	analyzes	analyze	VERB
cana-1983	325	8	log	log	NOUN
cana-1983	325	9	data	datum	NOUN
cana-1983	325	10	,	,	PUNCT
cana-1983	325	11	and	and	CCONJ
cana-1983	325	12	identifies	identify	VERB
cana-1983	325	13	areas	area	NOUN
cana-1983	325	14	for	for	ADP
cana-1983	325	15	improvement	improvement	NOUN
cana-1983	325	16	.	.	PUNCT
cana-1983	326	1	by	by	ADP
cana-1983	326	2	learning	learn	VERB
cana-1983	326	3	from	from	ADP
cana-1983	326	4	these	these	DET
cana-1983	326	5	logs	log	NOUN
cana-1983	326	6	,	,	PUNCT
cana-1983	326	7	security	security	NOUN
cana-1983	326	8	measures	measure	NOUN
cana-1983	326	9	can	can	AUX
cana-1983	326	10	be	be	AUX
cana-1983	326	11	refined	refine	VERB
cana-1983	326	12	,	,	PUNCT
cana-1983	326	13	maintaining	maintain	VERB
cana-1983	326	14	optimal	optimal	ADJ
cana-1983	326	15	protection	protection	NOUN
cana-1983	326	16	over	over	ADP
cana-1983	326	17	time	time	NOUN
cana-1983	326	18	.	.	PUNCT
cana-1983	327	1	5	5	X
cana-1983	327	2	.	.	X
cana-1983	327	3	case	case	NOUN
cana-1983	327	4	studies	study	NOUN
cana-1983	327	5	:	:	PUNCT
cana-1983	327	6	demonstrating	demonstrate	VERB
cana-1983	327	7	the	the	DET
cana-1983	327	8	effectiveness	effectiveness	NOUN
cana-1983	327	9	of	of	ADP
cana-1983	327	10	cloud	cloud	ADJ
cana-1983	327	11	guardian	guardian	NOUN
cana-1983	327	12	the	the	DET
cana-1983	327	13	following	follow	VERB
cana-1983	327	14	case	case	NOUN
cana-1983	327	15	studies	study	NOUN
cana-1983	327	16	illustrate	illustrate	VERB
cana-1983	327	17	how	how	SCONJ
cana-1983	327	18	cloud	cloud	ADJ
cana-1983	327	19	guardian	guardian	NOUN
cana-1983	327	20	has	have	AUX
cana-1983	327	21	successfully	successfully	ADV
cana-1983	327	22	managed	manage	VERB
cana-1983	327	23	security	security	NOUN
cana-1983	327	24	across	across	ADP
cana-1983	327	25	multi	multi	ADJ
cana-1983	327	26	-	-	ADJ
cana-1983	327	27	cloud	cloud	ADJ
cana-1983	327	28	and	and	CCONJ
cana-1983	327	29	container	container	NOUN
cana-1983	327	30	platforms	platform	NOUN
cana-1983	327	31	,	,	PUNCT
cana-1983	327	32	providing	provide	VERB
cana-1983	327	33	organizations	organization	NOUN
cana-1983	327	34	with	with	ADP
cana-1983	327	35	a	a	DET
cana-1983	327	36	robust	robust	ADJ
cana-1983	327	37	solution	solution	NOUN
cana-1983	327	38	for	for	ADP
cana-1983	327	39	enhancing	enhance	VERB
cana-1983	327	40	their	their	PRON
cana-1983	327	41	security	security	NOUN
cana-1983	327	42	posture	posture	NOUN
cana-1983	327	43	,	,	PUNCT
cana-1983	327	44	automating	automate	VERB
cana-1983	327	45	policy	policy	NOUN
cana-1983	327	46	enforcement	enforcement	NOUN
cana-1983	327	47	,	,	PUNCT
cana-1983	327	48	and	and	CCONJ
cana-1983	327	49	mitigating	mitigate	VERB
cana-1983	327	50	vulnerabilities	vulnerability	NOUN
cana-1983	327	51	in	in	ADP
cana-1983	327	52	real	real	ADJ
cana-1983	327	53	time	time	NOUN
cana-1983	327	54	.	.	PUNCT
cana-1983	328	1	case	case	NOUN
cana-1983	328	2	study	study	NOUN
cana-1983	328	3	1	1	NUM
cana-1983	328	4	:	:	PUNCT
cana-1983	328	5	financial	financial	ADJ
cana-1983	328	6	institution	institution	NOUN
cana-1983	328	7	–	–	PUNCT
cana-1983	328	8	managing	manage	VERB
cana-1983	328	9	security	security	NOUN
cana-1983	328	10	in	in	ADP
cana-1983	328	11	a	a	DET
cana-1983	328	12	multi	multi	ADJ
cana-1983	328	13	-	-	ADJ
cana-1983	328	14	cloud	cloud	ADJ
cana-1983	328	15	environment	environment	NOUN
cana-1983	328	16	a	a	DET
cana-1983	328	17	major	major	ADJ
cana-1983	328	18	financial	financial	ADJ
cana-1983	328	19	institution	institution	NOUN
cana-1983	328	20	with	with	ADP
cana-1983	328	21	operations	operation	NOUN
cana-1983	328	22	across	across	ADP
cana-1983	328	23	multiple	multiple	ADJ
cana-1983	328	24	countries	country	NOUN
cana-1983	328	25	adopted	adopt	VERB
cana-1983	328	26	a	a	DET
cana-1983	328	27	multi	multi	ADJ
cana-1983	328	28	-	-	ADJ
cana-1983	328	29	cloud	cloud	ADJ
cana-1983	328	30	strategy	strategy	NOUN
cana-1983	328	31	,	,	PUNCT
cana-1983	328	32	using	use	VERB
cana-1983	328	33	aws	aw	NOUN
cana-1983	328	34	for	for	ADP
cana-1983	328	35	application	application	NOUN
cana-1983	328	36	development	development	NOUN
cana-1983	328	37	,	,	PUNCT
cana-1983	328	38	azure	azure	NOUN
cana-1983	328	39	for	for	ADP
cana-1983	328	40	data	data	NOUN
cana-1983	328	41	analytics	analytic	NOUN
cana-1983	328	42	,	,	PUNCT
cana-1983	328	43	and	and	CCONJ
cana-1983	328	44	gcp	gcp	VERB
cana-1983	328	45	for	for	ADP
cana-1983	328	46	machine	machine	NOUN
cana-1983	328	47	learning	learning	NOUN
cana-1983	328	48	workloads	workload	NOUN
cana-1983	328	49	.	.	PUNCT
cana-1983	329	1	as	as	SCONJ
cana-1983	329	2	the	the	DET
cana-1983	329	3	institution	institution	NOUN
cana-1983	329	4	grew	grow	VERB
cana-1983	329	5	,	,	PUNCT
cana-1983	329	6	the	the	DET
cana-1983	329	7	complexity	complexity	NOUN
cana-1983	329	8	of	of	ADP
cana-1983	329	9	managing	manage	VERB
cana-1983	329	10	security	security	NOUN
cana-1983	329	11	across	across	ADP
cana-1983	329	12	multiple	multiple	ADJ
cana-1983	329	13	platforms	platform	NOUN
cana-1983	329	14	became	become	VERB
cana-1983	329	15	a	a	DET
cana-1983	329	16	challenge	challenge	NOUN
cana-1983	329	17	.	.	PUNCT
cana-1983	330	1	the	the	DET
cana-1983	330	2	organization	organization	NOUN
cana-1983	330	3	needed	need	VERB
cana-1983	330	4	a	a	DET
cana-1983	330	5	unified	unified	ADJ
cana-1983	330	6	security	security	NOUN
cana-1983	330	7	solution	solution	NOUN
cana-1983	330	8	that	that	PRON
cana-1983	330	9	could	could	AUX
cana-1983	330	10	ensure	ensure	VERB
cana-1983	330	11	continuous	continuous	ADJ
cana-1983	330	12	compliance	compliance	NOUN
cana-1983	330	13	,	,	PUNCT
cana-1983	330	14	real	real	ADJ
cana-1983	330	15	-	-	PUNCT
cana-1983	330	16	time	time	NOUN
cana-1983	330	17	threat	threat	NOUN
cana-1983	330	18	detection	detection	NOUN
cana-1983	330	19	,	,	PUNCT
cana-1983	330	20	and	and	CCONJ
cana-1983	330	21	automated	automate	VERB
cana-1983	330	22	remediation	remediation	NOUN
cana-1983	330	23	across	across	ADP
cana-1983	330	24	its	its	PRON
cana-1983	330	25	diverse	diverse	ADJ
cana-1983	330	26	cloud	cloud	NOUN
cana-1983	330	27	environments	environment	NOUN
cana-1983	330	28	.	.	PUNCT
cana-1983	331	1	challenges	challenge	NOUN
cana-1983	331	2	•	•	NUM
cana-1983	331	3	inconsistent	inconsistent	ADJ
cana-1983	331	4	security	security	NOUN
cana-1983	331	5	policies	policy	NOUN
cana-1983	331	6	:	:	PUNCT
cana-1983	331	7	each	each	DET
cana-1983	331	8	cloud	cloud	NOUN
cana-1983	331	9	platform	platform	NOUN
cana-1983	331	10	had	have	VERB
cana-1983	331	11	different	different	ADJ
cana-1983	331	12	security	security	NOUN
cana-1983	331	13	configurations	configuration	NOUN
cana-1983	331	14	,	,	PUNCT
cana-1983	331	15	which	which	PRON
cana-1983	331	16	led	lead	VERB
cana-1983	331	17	to	to	ADP
cana-1983	331	18	inconsistencies	inconsistency	NOUN
cana-1983	331	19	in	in	ADP
cana-1983	331	20	iam	iam	PROPN
cana-1983	331	21	permissions	permission	NOUN
cana-1983	331	22	,	,	PUNCT
cana-1983	331	23	network	network	NOUN
cana-1983	331	24	configurations	configuration	NOUN
cana-1983	331	25	,	,	PUNCT
cana-1983	331	26	and	and	CCONJ
cana-1983	331	27	data	datum	NOUN
cana-1983	331	28	protection	protection	NOUN
cana-1983	331	29	practices	practice	NOUN
cana-1983	331	30	.	.	PUNCT
cana-1983	332	1	•	•	NUM
cana-1983	332	2	manual	manual	ADJ
cana-1983	332	3	vulnerability	vulnerability	NOUN
cana-1983	332	4	management	management	NOUN
cana-1983	332	5	:	:	PUNCT
cana-1983	332	6	the	the	DET
cana-1983	332	7	institution	institution	NOUN
cana-1983	332	8	’s	’s	PART
cana-1983	332	9	security	security	NOUN
cana-1983	332	10	team	team	NOUN
cana-1983	332	11	struggled	struggle	VERB
cana-1983	332	12	to	to	PART
cana-1983	332	13	manually	manually	ADV
cana-1983	332	14	track	track	VERB
cana-1983	332	15	and	and	CCONJ
cana-1983	332	16	patch	patch	VERB
cana-1983	332	17	vulnerabilities	vulnerability	NOUN
cana-1983	332	18	across	across	ADP
cana-1983	332	19	aws	aws	NOUN
cana-1983	332	20	,	,	PUNCT
cana-1983	332	21	azure	azure	NOUN
cana-1983	332	22	,	,	PUNCT
cana-1983	332	23	and	and	CCONJ
cana-1983	332	24	gcp	gcp	ADJ
cana-1983	332	25	environments	environment	NOUN
cana-1983	332	26	,	,	PUNCT
cana-1983	332	27	leading	lead	VERB
cana-1983	332	28	to	to	ADP
cana-1983	332	29	delays	delay	NOUN
cana-1983	332	30	in	in	ADP
cana-1983	332	31	remediation	remediation	NOUN
cana-1983	332	32	.	.	PUNCT
cana-1983	333	1	•	•	NOUN
cana-1983	333	2	compliance	compliance	NOUN
cana-1983	333	3	requirements	requirement	NOUN
cana-1983	333	4	:	:	PUNCT
cana-1983	333	5	as	as	ADP
cana-1983	333	6	a	a	DET
cana-1983	333	7	financial	financial	ADJ
cana-1983	333	8	institution	institution	NOUN
cana-1983	333	9	,	,	PUNCT
cana-1983	333	10	they	they	PRON
cana-1983	333	11	needed	need	VERB
cana-1983	333	12	to	to	PART
cana-1983	333	13	comply	comply	VERB
cana-1983	333	14	with	with	ADP
cana-1983	333	15	stringent	stringent	ADJ
cana-1983	333	16	regulations	regulation	NOUN
cana-1983	333	17	,	,	PUNCT
cana-1983	333	18	including	include	VERB
cana-1983	333	19	pci	pci	ADJ
cana-1983	333	20	-	-	PUNCT
cana-1983	333	21	dss	dss	NOUN
cana-1983	333	22	and	and	CCONJ
cana-1983	333	23	gdpr	gdpr	NOUN
cana-1983	333	24	.	.	PUNCT
cana-1983	334	1	ensuring	ensure	VERB
cana-1983	334	2	compliance	compliance	NOUN
cana-1983	334	3	across	across	ADP
cana-1983	334	4	three	three	NUM
cana-1983	334	5	cloud	cloud	NOUN
cana-1983	334	6	platforms	platform	NOUN
cana-1983	334	7	was	be	AUX
cana-1983	334	8	time	time	NOUN
cana-1983	334	9	-	-	PUNCT
cana-1983	334	10	consuming	consume	VERB
cana-1983	334	11	and	and	CCONJ
cana-1983	334	12	prone	prone	ADJ
cana-1983	334	13	to	to	ADP
cana-1983	334	14	errors	error	NOUN
cana-1983	334	15	.	.	PUNCT
cana-1983	335	1	cloud	cloud	ADJ
cana-1983	335	2	guardian	guardian	NOUN
cana-1983	335	3	solution	solution	NOUN
cana-1983	335	4	•	•	ADP
cana-1983	335	5	multi	multi	ADJ
cana-1983	335	6	-	-	ADJ
cana-1983	335	7	cloud	cloud	ADJ
cana-1983	335	8	integration	integration	NOUN
cana-1983	335	9	:	:	PUNCT
cana-1983	335	10	cloud	cloud	NOUN
cana-1983	335	11	guardian	guardian	NOUN
cana-1983	335	12	seamlessly	seamlessly	ADV
cana-1983	335	13	integrated	integrate	VERB
cana-1983	335	14	with	with	ADP
cana-1983	335	15	aws	aw	NOUN
cana-1983	335	16	,	,	PUNCT
cana-1983	335	17	azure	azure	NOUN
cana-1983	335	18	,	,	PUNCT
cana-1983	335	19	and	and	CCONJ
cana-1983	335	20	gcp	gcp	VERB
cana-1983	335	21	via	via	ADP
cana-1983	335	22	their	their	PRON
cana-1983	335	23	apis	apis	NOUN
cana-1983	335	24	,	,	PUNCT
cana-1983	335	25	providing	provide	VERB
cana-1983	335	26	a	a	DET
cana-1983	335	27	single	single	ADJ
cana-1983	335	28	pane	pane	NOUN
cana-1983	335	29	of	of	ADP
cana-1983	335	30	glass	glass	NOUN
cana-1983	335	31	for	for	ADP
cana-1983	335	32	monitoring	monitor	VERB
cana-1983	335	33	security	security	NOUN
cana-1983	335	34	configurations	configuration	NOUN
cana-1983	335	35	,	,	PUNCT
cana-1983	335	36	access	access	NOUN
cana-1983	335	37	control	control	NOUN
cana-1983	335	38	policies	policy	NOUN
cana-1983	335	39	,	,	PUNCT
cana-1983	335	40	and	and	CCONJ
cana-1983	335	41	data	datum	NOUN
cana-1983	335	42	protection	protection	NOUN
cana-1983	335	43	measures	measure	NOUN
cana-1983	335	44	.	.	PUNCT
cana-1983	336	1	•	•	NUM
cana-1983	336	2	automated	automate	VERB
cana-1983	336	3	policy	policy	NOUN
cana-1983	336	4	enforcement	enforcement	NOUN
cana-1983	336	5	:	:	PUNCT
cana-1983	336	6	using	use	VERB
cana-1983	336	7	cis	cis	NOUN
cana-1983	336	8	benchmarks	benchmark	NOUN
cana-1983	336	9	and	and	CCONJ
cana-1983	336	10	custom	custom	NOUN
cana-1983	336	11	compliance	compliance	NOUN
cana-1983	336	12	policies	policy	NOUN
cana-1983	336	13	,	,	PUNCT
cana-1983	336	14	cloud	cloud	ADJ
cana-1983	336	15	guardian	guardian	NOUN
cana-1983	336	16	automatically	automatically	ADV
cana-1983	336	17	enforced	enforce	VERB
cana-1983	336	18	consistent	consistent	ADJ
cana-1983	336	19	security	security	NOUN
cana-1983	336	20	policies	policy	NOUN
cana-1983	336	21	across	across	ADP
cana-1983	336	22	all	all	DET
cana-1983	336	23	three	three	NUM
cana-1983	336	24	cloud	cloud	NOUN
cana-1983	336	25	platforms	platform	NOUN
cana-1983	336	26	.	.	PUNCT
cana-1983	337	1	this	this	PRON
cana-1983	337	2	ensured	ensure	VERB
cana-1983	337	3	that	that	SCONJ
cana-1983	337	4	configurations	configuration	NOUN
cana-1983	337	5	met	meet	VERB
cana-1983	337	6	the	the	DET
cana-1983	337	7	institution	institution	NOUN
cana-1983	337	8	’s	’s	PART
cana-1983	337	9	internal	internal	ADJ
cana-1983	337	10	security	security	NOUN
cana-1983	337	11	standards	standard	NOUN
cana-1983	337	12	.	.	PUNCT
cana-1983	338	1	•	•	NUM
cana-1983	338	2	automated	automate	VERB
cana-1983	338	3	vulnerability	vulnerability	NOUN
cana-1983	338	4	management	management	NOUN
cana-1983	338	5	:	:	PUNCT
cana-1983	338	6	cloud	cloud	PROPN
cana-1983	338	7	guardian	guardian	PROPN
cana-1983	338	8	’s	’s	PART
cana-1983	338	9	real	real	ADJ
cana-1983	338	10	-	-	PUNCT
cana-1983	338	11	time	time	NOUN
cana-1983	338	12	threat	threat	NOUN
cana-1983	338	13	intelligence	intelligence	NOUN
cana-1983	338	14	detected	detect	VERB
cana-1983	338	15	vulnerabilities	vulnerability	NOUN
cana-1983	338	16	across	across	ADP
cana-1983	338	17	all	all	DET
cana-1983	338	18	platforms	platform	NOUN
cana-1983	338	19	,	,	PUNCT
cana-1983	338	20	and	and	CCONJ
cana-1983	338	21	its	its	PRON
cana-1983	338	22	automated	automate	VERB
cana-1983	338	23	remediation	remediation	NOUN
cana-1983	338	24	engine	engine	NOUN
cana-1983	338	25	applied	apply	VERB
cana-1983	338	26	patches	patch	NOUN
cana-1983	338	27	to	to	ADP
cana-1983	338	28	virtual	virtual	ADJ
cana-1983	338	29	machines	machine	NOUN
cana-1983	338	30	,	,	PUNCT
cana-1983	338	31	databases	database	NOUN
cana-1983	338	32	,	,	PUNCT
cana-1983	338	33	and	and	CCONJ
cana-1983	338	34	container	container	NOUN
cana-1983	338	35	images	image	NOUN
cana-1983	338	36	without	without	ADP
cana-1983	338	37	manual	manual	ADJ
cana-1983	338	38	intervention	intervention	NOUN
cana-1983	338	39	.	.	PUNCT
cana-1983	339	1	•	•	NOUN
cana-1983	339	2	compliance	compliance	NOUN
cana-1983	339	3	monitoring	monitoring	NOUN
cana-1983	339	4	and	and	CCONJ
cana-1983	339	5	reporting	reporting	NOUN
cana-1983	339	6	:	:	PUNCT
cana-1983	339	7	cloud	cloud	ADJ
cana-1983	339	8	guardian	guardian	NOUN
cana-1983	339	9	continuously	continuously	ADV
cana-1983	339	10	monitored	monitor	VERB
cana-1983	339	11	for	for	ADP
cana-1983	339	12	compliance	compliance	NOUN
cana-1983	339	13	with	with	ADP
cana-1983	339	14	pci	pci	ADJ
cana-1983	339	15	-	-	PUNCT
cana-1983	339	16	dss	dss	NOUN
cana-1983	339	17	and	and	CCONJ
cana-1983	339	18	gdpr	gdpr	NOUN
cana-1983	339	19	,	,	PUNCT
cana-1983	339	20	providing	provide	VERB
cana-1983	339	21	the	the	DET
cana-1983	339	22	institution	institution	NOUN
cana-1983	339	23	with	with	ADP
cana-1983	339	24	real	real	ADJ
cana-1983	339	25	-	-	PUNCT
cana-1983	339	26	time	time	NOUN
cana-1983	339	27	compliance	compliance	NOUN
cana-1983	339	28	reports	report	NOUN
cana-1983	339	29	and	and	CCONJ
cana-1983	339	30	recommendations	recommendation	NOUN
cana-1983	339	31	for	for	ADP
cana-1983	339	32	improving	improve	VERB
cana-1983	339	33	their	their	PRON
cana-1983	339	34	security	security	NOUN
cana-1983	339	35	posture	posture	NOUN
cana-1983	339	36	.	.	PUNCT
cana-1983	340	1	communications	communication	NOUN
cana-1983	340	2	on	on	ADP
cana-1983	340	3	applied	apply	VERB
cana-1983	340	4	nonlinear	nonlinear	ADJ
cana-1983	340	5	analysis	analysis	NOUN
cana-1983	340	6	issn	issn	NOUN
cana-1983	340	7	:	:	PUNCT
cana-1983	340	8	1074	1074	NUM
cana-1983	340	9	-	-	PUNCT
cana-1983	340	10	133x	133x	NUM
cana-1983	340	11	vol	vol	NOUN
cana-1983	340	12	32	32	NUM
cana-1983	340	13	no	no	NOUN
cana-1983	340	14	.	.	NOUN
cana-1983	340	15	3	3	NUM
cana-1983	340	16	(	(	PUNCT
cana-1983	340	17	2025	2025	NUM
cana-1983	340	18	)	)	PUNCT
cana-1983	340	19	360	360	NUM
cana-1983	340	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-1983	340	21	results	result	NOUN
cana-1983	340	22	:	:	PUNCT
cana-1983	340	23	•	•	NUM
cana-1983	340	24	95	95	NUM
cana-1983	340	25	%	%	NOUN
cana-1983	340	26	reduction	reduction	NOUN
cana-1983	340	27	in	in	ADP
cana-1983	340	28	manual	manual	ADJ
cana-1983	340	29	security	security	NOUN
cana-1983	340	30	tasks	task	NOUN
cana-1983	340	31	:	:	PUNCT
cana-1983	340	32	cloud	cloud	PROPN
cana-1983	340	33	guardian	guardian	PROPN
cana-1983	340	34	’s	’s	PART
cana-1983	340	35	automated	automate	VERB
cana-1983	340	36	security	security	NOUN
cana-1983	340	37	assessment	assessment	NOUN
cana-1983	340	38	and	and	CCONJ
cana-1983	340	39	policy	policy	NOUN
cana-1983	340	40	enforcement	enforcement	NOUN
cana-1983	340	41	significantly	significantly	ADV
cana-1983	340	42	reduced	reduce	VERB
cana-1983	340	43	the	the	DET
cana-1983	340	44	need	need	NOUN
cana-1983	340	45	for	for	ADP
cana-1983	340	46	manual	manual	ADJ
cana-1983	340	47	security	security	NOUN
cana-1983	340	48	checks	check	NOUN
cana-1983	340	49	,	,	PUNCT
cana-1983	340	50	allowing	allow	VERB
cana-1983	340	51	the	the	DET
cana-1983	340	52	institution	institution	NOUN
cana-1983	340	53	’s	’s	PART
cana-1983	340	54	security	security	NOUN
cana-1983	340	55	team	team	NOUN
cana-1983	340	56	to	to	PART
cana-1983	340	57	focus	focus	VERB
cana-1983	340	58	on	on	ADP
cana-1983	340	59	higher	high	ADJ
cana-1983	340	60	-	-	PUNCT
cana-1983	340	61	priority	priority	NOUN
cana-1983	340	62	tasks	task	NOUN
cana-1983	340	63	.	.	PUNCT
cana-1983	341	1	•	•	NUM
cana-1983	341	2	improved	improve	VERB
cana-1983	341	3	compliance	compliance	NOUN
cana-1983	341	4	:	:	PUNCT
cana-1983	341	5	the	the	DET
cana-1983	341	6	institution	institution	NOUN
cana-1983	341	7	achieved	achieve	VERB
cana-1983	341	8	continuous	continuous	ADJ
cana-1983	341	9	compliance	compliance	NOUN
cana-1983	341	10	with	with	ADP
cana-1983	341	11	pci	pci	ADJ
cana-1983	341	12	-	-	PUNCT
cana-1983	341	13	dss	dss	NOUN
cana-1983	341	14	and	and	CCONJ
cana-1983	341	15	gdpr	gdpr	NOUN
cana-1983	341	16	,	,	PUNCT
cana-1983	341	17	passing	pass	VERB
cana-1983	341	18	regulatory	regulatory	ADJ
cana-1983	341	19	audits	audits	NOUN
cana-1983	341	20	without	without	ADP
cana-1983	341	21	any	any	DET
cana-1983	341	22	significant	significant	ADJ
cana-1983	341	23	security	security	NOUN
cana-1983	341	24	findings	finding	NOUN
cana-1983	341	25	.	.	PUNCT
cana-1983	342	1	•	•	NUM
cana-1983	342	2	faster	fast	ADJ
cana-1983	342	3	vulnerability	vulnerability	NOUN
cana-1983	342	4	remediation	remediation	NOUN
cana-1983	342	5	:	:	PUNCT
cana-1983	342	6	with	with	ADP
cana-1983	342	7	cloud	cloud	NOUN
cana-1983	342	8	guardian	guardian	NOUN
cana-1983	342	9	’s	’s	PART
cana-1983	342	10	automated	automate	VERB
cana-1983	342	11	fixes	fix	NOUN
cana-1983	342	12	,	,	PUNCT
cana-1983	342	13	the	the	DET
cana-1983	342	14	institution	institution	NOUN
cana-1983	342	15	reduced	reduce	VERB
cana-1983	342	16	its	its	PRON
cana-1983	342	17	vulnerability	vulnerability	NOUN
cana-1983	342	18	remediation	remediation	NOUN
cana-1983	342	19	time	time	NOUN
cana-1983	342	20	by	by	ADP
cana-1983	342	21	80	80	NUM
cana-1983	342	22	%	%	NOUN
cana-1983	342	23	,	,	PUNCT
cana-1983	342	24	minimizing	minimize	VERB
cana-1983	342	25	the	the	DET
cana-1983	342	26	window	window	NOUN
cana-1983	342	27	of	of	ADP
cana-1983	342	28	exposure	exposure	NOUN
cana-1983	342	29	for	for	ADP
cana-1983	342	30	potential	potential	ADJ
cana-1983	342	31	exploits	exploit	NOUN
cana-1983	342	32	.	.	PUNCT
cana-1983	343	1	case	case	NOUN
cana-1983	343	2	study	study	NOUN
cana-1983	343	3	2	2	NUM
cana-1983	343	4	:	:	PUNCT
cana-1983	343	5	e	e	ADJ
cana-1983	343	6	-	-	NOUN
cana-1983	343	7	commerce	commerce	NOUN
cana-1983	343	8	company	company	NOUN
cana-1983	343	9	–	–	PUNCT
cana-1983	343	10	securing	secure	VERB
cana-1983	343	11	containers	container	NOUN
cana-1983	343	12	in	in	ADP
cana-1983	343	13	a	a	DET
cana-1983	343	14	hybrid	hybrid	ADJ
cana-1983	343	15	cloud	cloud	NOUN
cana-1983	343	16	environment	environment	NOUN
cana-1983	343	17	background	background	NOUN
cana-1983	343	18	an	an	DET
cana-1983	343	19	e	e	NOUN
cana-1983	343	20	-	-	NOUN
cana-1983	343	21	commerce	commerce	NOUN
cana-1983	343	22	company	company	NOUN
cana-1983	343	23	running	run	VERB
cana-1983	343	24	a	a	DET
cana-1983	343	25	hybrid	hybrid	ADJ
cana-1983	343	26	cloud	cloud	NOUN
cana-1983	343	27	environment	environment	NOUN
cana-1983	343	28	with	with	ADP
cana-1983	343	29	on	on	ADP
cana-1983	343	30	-	-	PUNCT
cana-1983	343	31	premise	premise	NOUN
cana-1983	343	32	kubernetes	kubernete	NOUN
cana-1983	343	33	clusters	cluster	NOUN
cana-1983	343	34	and	and	CCONJ
cana-1983	343	35	cloud	cloud	NOUN
cana-1983	343	36	-	-	PUNCT
cana-1983	343	37	based	base	VERB
cana-1983	343	38	containers	container	NOUN
cana-1983	343	39	in	in	ADP
cana-1983	343	40	aws	aw	NOUN
cana-1983	343	41	and	and	CCONJ
cana-1983	343	42	azure	azure	NOUN
cana-1983	343	43	faced	faced	ADJ
cana-1983	343	44	challenges	challenge	NOUN
cana-1983	343	45	in	in	ADP
cana-1983	343	46	managing	manage	VERB
cana-1983	343	47	container	container	NOUN
cana-1983	343	48	security	security	NOUN
cana-1983	343	49	across	across	ADP
cana-1983	343	50	its	its	PRON
cana-1983	343	51	platforms	platform	NOUN
cana-1983	343	52	.	.	PUNCT
cana-1983	344	1	the	the	DET
cana-1983	344	2	company	company	NOUN
cana-1983	344	3	’s	’s	PART
cana-1983	344	4	developers	developer	NOUN
cana-1983	344	5	used	use	VERB
cana-1983	344	6	docker	docker	PROPN
cana-1983	344	7	and	and	CCONJ
cana-1983	344	8	kubernetes	kubernete	NOUN
cana-1983	344	9	extensively	extensively	ADV
cana-1983	344	10	to	to	PART
cana-1983	344	11	deploy	deploy	VERB
cana-1983	344	12	microservices	microservice	NOUN
cana-1983	344	13	,	,	PUNCT
cana-1983	344	14	leading	lead	VERB
cana-1983	344	15	to	to	ADP
cana-1983	344	16	concerns	concern	NOUN
cana-1983	344	17	over	over	ADP
cana-1983	344	18	misconfigurations	misconfiguration	NOUN
cana-1983	344	19	,	,	PUNCT
cana-1983	344	20	unpatched	unpatched	ADJ
cana-1983	344	21	container	container	NOUN
cana-1983	344	22	images	image	NOUN
cana-1983	344	23	,	,	PUNCT
cana-1983	344	24	and	and	CCONJ
cana-1983	344	25	inconsistent	inconsistent	ADJ
cana-1983	344	26	security	security	NOUN
cana-1983	344	27	policies	policy	NOUN
cana-1983	344	28	.	.	PUNCT
cana-1983	345	1	challenges	challenge	NOUN
cana-1983	345	2	•	•	NUM
cana-1983	345	3	container	container	NOUN
cana-1983	345	4	security	security	NOUN
cana-1983	345	5	risks	risk	NOUN
cana-1983	345	6	:	:	PUNCT
cana-1983	345	7	the	the	DET
cana-1983	345	8	company	company	NOUN
cana-1983	345	9	experienced	experience	VERB
cana-1983	345	10	multiple	multiple	ADJ
cana-1983	345	11	security	security	NOUN
cana-1983	345	12	incidents	incident	NOUN
cana-1983	345	13	caused	cause	VERB
cana-1983	345	14	by	by	ADP
cana-1983	345	15	vulnerable	vulnerable	ADJ
cana-1983	345	16	docker	docker	NOUN
cana-1983	345	17	images	image	NOUN
cana-1983	345	18	and	and	CCONJ
cana-1983	345	19	misconfigured	misconfigured	ADJ
cana-1983	345	20	kubernetes	kubernete	NOUN
cana-1983	345	21	clusters	cluster	NOUN
cana-1983	345	22	,	,	PUNCT
cana-1983	345	23	which	which	PRON
cana-1983	345	24	exposed	expose	VERB
cana-1983	345	25	sensitive	sensitive	ADJ
cana-1983	345	26	customer	customer	NOUN
cana-1983	345	27	data	datum	NOUN
cana-1983	345	28	.	.	PUNCT
cana-1983	346	1	•	•	NUM
cana-1983	346	2	lack	lack	NOUN
cana-1983	346	3	of	of	ADP
cana-1983	346	4	visibility	visibility	NOUN
cana-1983	346	5	across	across	ADP
cana-1983	346	6	platforms	platform	NOUN
cana-1983	346	7	:	:	PUNCT
cana-1983	346	8	the	the	DET
cana-1983	346	9	security	security	NOUN
cana-1983	346	10	team	team	NOUN
cana-1983	346	11	lacked	lack	VERB
cana-1983	346	12	visibility	visibility	NOUN
cana-1983	346	13	into	into	ADP
cana-1983	346	14	container	container	NOUN
cana-1983	346	15	security	security	NOUN
cana-1983	346	16	across	across	ADP
cana-1983	346	17	both	both	CCONJ
cana-1983	346	18	on	on	ADP
cana-1983	346	19	-	-	PUNCT
cana-1983	346	20	premise	premise	NOUN
cana-1983	346	21	kubernetes	kubernete	NOUN
cana-1983	346	22	clusters	cluster	NOUN
cana-1983	346	23	and	and	CCONJ
cana-1983	346	24	cloud	cloud	NOUN
cana-1983	346	25	-	-	PUNCT
cana-1983	346	26	based	base	VERB
cana-1983	346	27	containers	container	NOUN
cana-1983	346	28	,	,	PUNCT
cana-1983	346	29	leading	lead	VERB
cana-1983	346	30	to	to	ADP
cana-1983	346	31	difficulties	difficulty	NOUN
cana-1983	346	32	in	in	ADP
cana-1983	346	33	identifying	identify	VERB
cana-1983	346	34	and	and	CCONJ
cana-1983	346	35	responding	respond	VERB
cana-1983	346	36	to	to	ADP
cana-1983	346	37	vulnerabilities	vulnerability	NOUN
cana-1983	346	38	.	.	PUNCT
cana-1983	347	1	•	•	NUM
cana-1983	347	2	manual	manual	ADJ
cana-1983	347	3	remediation	remediation	NOUN
cana-1983	347	4	:	:	PUNCT
cana-1983	347	5	the	the	DET
cana-1983	347	6	company	company	NOUN
cana-1983	347	7	’s	’s	PART
cana-1983	347	8	security	security	NOUN
cana-1983	347	9	team	team	NOUN
cana-1983	347	10	manually	manually	ADV
cana-1983	347	11	monitored	monitor	VERB
cana-1983	347	12	and	and	CCONJ
cana-1983	347	13	patched	patched	ADJ
cana-1983	347	14	vulnerabilities	vulnerability	NOUN
cana-1983	347	15	in	in	ADP
cana-1983	347	16	containers	container	NOUN
cana-1983	347	17	,	,	PUNCT
cana-1983	347	18	resulting	result	VERB
cana-1983	347	19	in	in	ADP
cana-1983	347	20	significant	significant	ADJ
cana-1983	347	21	delays	delay	NOUN
cana-1983	347	22	between	between	ADP
cana-1983	347	23	vulnerability	vulnerability	NOUN
cana-1983	347	24	detection	detection	NOUN
cana-1983	347	25	and	and	CCONJ
cana-1983	347	26	resolution	resolution	NOUN
cana-1983	347	27	.	.	PUNCT
cana-1983	348	1	cloud	cloud	ADJ
cana-1983	348	2	guardian	guardian	ADJ
cana-1983	348	3	solution	solution	NOUN
cana-1983	348	4	•	•	NOUN
cana-1983	348	5	container	container	NOUN
cana-1983	348	6	security	security	NOUN
cana-1983	348	7	integration	integration	NOUN
cana-1983	348	8	:	:	PUNCT
cana-1983	348	9	cloud	cloud	NOUN
cana-1983	348	10	guardian	guardian	NOUN
cana-1983	348	11	integrated	integrate	VERB
cana-1983	348	12	with	with	ADP
cana-1983	348	13	the	the	DET
cana-1983	348	14	company	company	NOUN
cana-1983	348	15	’s	’s	PART
cana-1983	348	16	on	on	ADP
cana-1983	348	17	-	-	PUNCT
cana-1983	348	18	premise	premise	NOUN
cana-1983	348	19	kubernetes	kubernete	NOUN
cana-1983	348	20	clusters	cluster	NOUN
cana-1983	348	21	and	and	CCONJ
cana-1983	348	22	cloud	cloud	NOUN
cana-1983	348	23	-	-	PUNCT
cana-1983	348	24	based	base	VERB
cana-1983	348	25	docker	docker	NOUN
cana-1983	348	26	containers	container	NOUN
cana-1983	348	27	via	via	ADP
cana-1983	348	28	the	the	DET
cana-1983	348	29	kubernetes	kubernetes	PROPN
cana-1983	348	30	api	api	PROPN
cana-1983	348	31	and	and	CCONJ
cana-1983	348	32	docker	docker	PROPN
cana-1983	348	33	’s	’s	PART
cana-1983	348	34	container	container	NOUN
cana-1983	348	35	management	management	NOUN
cana-1983	348	36	tools	tool	NOUN
cana-1983	348	37	,	,	PUNCT
cana-1983	348	38	providing	provide	VERB
cana-1983	348	39	a	a	DET
cana-1983	348	40	unified	unified	ADJ
cana-1983	348	41	view	view	NOUN
cana-1983	348	42	of	of	ADP
cana-1983	348	43	container	container	NOUN
cana-1983	348	44	security	security	NOUN
cana-1983	348	45	across	across	ADP
cana-1983	348	46	all	all	DET
cana-1983	348	47	platforms	platform	NOUN
cana-1983	348	48	.	.	PUNCT
cana-1983	349	1	•	•	NUM
cana-1983	349	2	automated	automate	VERB
cana-1983	349	3	container	container	NOUN
cana-1983	349	4	scanning	scanning	NOUN
cana-1983	349	5	:	:	PUNCT
cana-1983	349	6	cloud	cloud	ADJ
cana-1983	349	7	guardian	guardian	NOUN
cana-1983	349	8	’s	’s	PART
cana-1983	349	9	automated	automate	VERB
cana-1983	349	10	container	container	NOUN
cana-1983	349	11	vulnerability	vulnerability	NOUN
cana-1983	349	12	scanning	scanning	NOUN
cana-1983	349	13	identified	identify	VERB
cana-1983	349	14	outdated	outdated	ADJ
cana-1983	349	15	docker	docker	NOUN
cana-1983	349	16	images	image	NOUN
cana-1983	349	17	and	and	CCONJ
cana-1983	349	18	insecure	insecure	ADJ
cana-1983	349	19	container	container	NOUN
cana-1983	349	20	configurations	configuration	NOUN
cana-1983	349	21	in	in	ADP
cana-1983	349	22	both	both	DET
cana-1983	349	23	kubernetes	kubernete	NOUN
cana-1983	349	24	and	and	CCONJ
cana-1983	349	25	cloud	cloud	ADJ
cana-1983	349	26	environments	environment	NOUN
cana-1983	349	27	.	.	PUNCT
cana-1983	350	1	•	•	NUM
cana-1983	350	2	self	self	NOUN
cana-1983	350	3	-	-	PUNCT
cana-1983	350	4	healing	heal	VERB
cana-1983	350	5	incident	incident	NOUN
cana-1983	350	6	response	response	NOUN
cana-1983	350	7	:	:	PUNCT
cana-1983	350	8	using	use	VERB
cana-1983	350	9	automated	automate	VERB
cana-1983	350	10	remediation	remediation	NOUN
cana-1983	350	11	playbooks	playbook	NOUN
cana-1983	350	12	,	,	PUNCT
cana-1983	350	13	cloud	cloud	NOUN
cana-1983	350	14	guardian	guardian	NOUN
cana-1983	350	15	fixed	fix	VERB
cana-1983	350	16	misconfigurations	misconfiguration	NOUN
cana-1983	350	17	in	in	ADP
cana-1983	350	18	real	real	ADJ
cana-1983	350	19	-	-	PUNCT
cana-1983	350	20	time	time	NOUN
cana-1983	350	21	,	,	PUNCT
cana-1983	350	22	such	such	ADJ
cana-1983	350	23	as	as	ADP
cana-1983	350	24	removing	remove	VERB
cana-1983	350	25	unnecessary	unnecessary	ADJ
cana-1983	350	26	container	container	NOUN
cana-1983	350	27	privileges	privilege	NOUN
cana-1983	350	28	and	and	CCONJ
cana-1983	350	29	patching	patch	VERB
cana-1983	350	30	vulnerable	vulnerable	ADJ
cana-1983	350	31	software	software	NOUN
cana-1983	350	32	.	.	PUNCT
cana-1983	351	1	the	the	DET
cana-1983	351	2	platform	platform	NOUN
cana-1983	351	3	also	also	ADV
cana-1983	351	4	applied	apply	VERB
cana-1983	351	5	rollback	rollback	NOUN
cana-1983	351	6	capabilities	capability	NOUN
cana-1983	351	7	to	to	PART
cana-1983	351	8	quickly	quickly	ADV
cana-1983	351	9	revert	revert	VERB
cana-1983	351	10	any	any	DET
cana-1983	351	11	changes	change	NOUN
cana-1983	351	12	that	that	PRON
cana-1983	351	13	disrupted	disrupt	VERB
cana-1983	351	14	the	the	DET
cana-1983	351	15	production	production	NOUN
cana-1983	351	16	environment	environment	NOUN
cana-1983	351	17	.	.	PUNCT
cana-1983	352	1	•	•	NUM
cana-1983	352	2	cis	cis	NOUN
cana-1983	352	3	kubernetes	kubernete	NOUN
cana-1983	352	4	benchmarking	benchmarke	VERB
cana-1983	352	5	:	:	PUNCT
cana-1983	352	6	cloud	cloud	NOUN
cana-1983	352	7	guardian	guardian	NOUN
cana-1983	352	8	applied	apply	VERB
cana-1983	352	9	the	the	DET
cana-1983	352	10	cis	cis	NOUN
cana-1983	352	11	kubernetes	kubernete	NOUN
cana-1983	352	12	benchmark	benchmark	NOUN
cana-1983	352	13	to	to	ADP
cana-1983	352	14	the	the	DET
cana-1983	352	15	company	company	NOUN
cana-1983	352	16	’s	’s	PART
cana-1983	352	17	on	on	ADP
cana-1983	352	18	-	-	PUNCT
cana-1983	352	19	premise	premise	ADJ
cana-1983	352	20	clusters	cluster	NOUN
cana-1983	352	21	and	and	CCONJ
cana-1983	352	22	cloud	cloud	ADJ
cana-1983	352	23	environments	environment	NOUN
cana-1983	352	24	,	,	PUNCT
cana-1983	352	25	enforcing	enforce	VERB
cana-1983	352	26	security	security	NOUN
cana-1983	352	27	best	good	ADJ
cana-1983	352	28	practices	practice	NOUN
cana-1983	352	29	for	for	ADP
cana-1983	352	30	pod	pod	NOUN
cana-1983	352	31	security	security	NOUN
cana-1983	352	32	,	,	PUNCT
cana-1983	352	33	rbac	rbac	PROPN
cana-1983	352	34	policies	policy	NOUN
cana-1983	352	35	,	,	PUNCT
cana-1983	352	36	and	and	CCONJ
cana-1983	352	37	network	network	NOUN
cana-1983	352	38	configurations	configuration	NOUN
cana-1983	352	39	.	.	PUNCT
cana-1983	353	1	communications	communication	NOUN
cana-1983	353	2	on	on	ADP
cana-1983	353	3	applied	apply	VERB
cana-1983	353	4	nonlinear	nonlinear	ADJ
cana-1983	353	5	analysis	analysis	NOUN
cana-1983	353	6	issn	issn	NOUN
cana-1983	353	7	:	:	PUNCT
cana-1983	353	8	1074	1074	NUM
cana-1983	353	9	-	-	PUNCT
cana-1983	353	10	133x	133x	NUM
cana-1983	353	11	vol	vol	NOUN
cana-1983	353	12	32	32	NUM
cana-1983	353	13	no	no	NOUN
cana-1983	353	14	.	.	NOUN
cana-1983	353	15	3	3	NUM
cana-1983	353	16	(	(	PUNCT
cana-1983	353	17	2025	2025	NUM
cana-1983	353	18	)	)	PUNCT
cana-1983	353	19	361	361	NUM
cana-1983	353	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-1983	353	21	results	result	NOUN
cana-1983	353	22	:	:	PUNCT
cana-1983	353	23	•	•	NUM
cana-1983	353	24	complete	complete	ADJ
cana-1983	353	25	visibility	visibility	NOUN
cana-1983	353	26	:	:	PUNCT
cana-1983	353	27	cloud	cloud	NOUN
cana-1983	353	28	guardian	guardian	NOUN
cana-1983	353	29	provided	provide	VERB
cana-1983	353	30	the	the	DET
cana-1983	353	31	company	company	NOUN
cana-1983	353	32	with	with	ADP
cana-1983	353	33	complete	complete	ADJ
cana-1983	353	34	visibility	visibility	NOUN
cana-1983	353	35	into	into	ADP
cana-1983	353	36	container	container	NOUN
cana-1983	353	37	security	security	NOUN
cana-1983	353	38	across	across	ADP
cana-1983	353	39	on	on	ADP
cana-1983	353	40	-	-	PUNCT
cana-1983	353	41	premise	premise	ADJ
cana-1983	353	42	and	and	CCONJ
cana-1983	353	43	cloud	cloud	ADJ
cana-1983	353	44	environments	environment	NOUN
cana-1983	353	45	,	,	PUNCT
cana-1983	353	46	enabling	enable	VERB
cana-1983	353	47	faster	fast	ADJ
cana-1983	353	48	detection	detection	NOUN
cana-1983	353	49	and	and	CCONJ
cana-1983	353	50	remediation	remediation	NOUN
cana-1983	353	51	of	of	ADP
cana-1983	353	52	security	security	NOUN
cana-1983	353	53	issues	issue	NOUN
cana-1983	353	54	.	.	PUNCT
cana-1983	354	1	•	•	NUM
cana-1983	354	2	85	85	NUM
cana-1983	354	3	%	%	NOUN
cana-1983	354	4	reduction	reduction	NOUN
cana-1983	354	5	in	in	ADP
cana-1983	354	6	security	security	NOUN
cana-1983	354	7	incidents	incident	NOUN
cana-1983	354	8	:	:	PUNCT
cana-1983	354	9	by	by	ADP
cana-1983	354	10	automating	automate	VERB
cana-1983	354	11	container	container	NOUN
cana-1983	354	12	scanning	scanning	NOUN
cana-1983	354	13	and	and	CCONJ
cana-1983	354	14	remediation	remediation	NOUN
cana-1983	354	15	,	,	PUNCT
cana-1983	354	16	the	the	DET
cana-1983	354	17	company	company	NOUN
cana-1983	354	18	experienced	experience	VERB
cana-1983	354	19	an	an	DET
cana-1983	354	20	85	85	NUM
cana-1983	354	21	%	%	NOUN
cana-1983	354	22	reduction	reduction	NOUN
cana-1983	354	23	in	in	ADP
cana-1983	354	24	security	security	NOUN
cana-1983	354	25	incidents	incident	NOUN
cana-1983	354	26	caused	cause	VERB
cana-1983	354	27	by	by	ADP
cana-1983	354	28	misconfigured	misconfigured	ADJ
cana-1983	354	29	or	or	CCONJ
cana-1983	354	30	vulnerable	vulnerable	ADJ
cana-1983	354	31	containers	container	NOUN
cana-1983	354	32	.	.	PUNCT
cana-1983	355	1	•	•	NUM
cana-1983	355	2	compliance	compliance	NOUN
cana-1983	355	3	with	with	ADP
cana-1983	355	4	industry	industry	NOUN
cana-1983	355	5	standards	standard	NOUN
cana-1983	355	6	:	:	PUNCT
cana-1983	355	7	cloud	cloud	PROPN
cana-1983	355	8	guardian	guardian	NOUN
cana-1983	355	9	’s	’s	PART
cana-1983	355	10	cis	cis	NOUN
cana-1983	355	11	kubernetes	kubernete	NOUN
cana-1983	355	12	benchmarking	benchmarke	VERB
cana-1983	355	13	ensured	ensure	VERB
cana-1983	355	14	that	that	SCONJ
cana-1983	355	15	the	the	DET
cana-1983	355	16	company	company	NOUN
cana-1983	355	17	’s	’s	PART
cana-1983	355	18	container	container	NOUN
cana-1983	355	19	environments	environment	NOUN
cana-1983	355	20	adhered	adhere	VERB
cana-1983	355	21	to	to	ADP
cana-1983	355	22	industry	industry	NOUN
cana-1983	355	23	standards	standard	NOUN
cana-1983	355	24	,	,	PUNCT
cana-1983	355	25	improving	improve	VERB
cana-1983	355	26	overall	overall	ADJ
cana-1983	355	27	security	security	NOUN
cana-1983	355	28	and	and	CCONJ
cana-1983	355	29	reducing	reduce	VERB
cana-1983	355	30	risk	risk	NOUN
cana-1983	355	31	.	.	PUNCT
cana-1983	356	1	6	6	X
cana-1983	356	2	.	.	X
cana-1983	356	3	conclusion	conclusion	NOUN
cana-1983	356	4	as	as	ADP
cana-1983	356	5	multi	multi	ADJ
cana-1983	356	6	-	-	ADJ
cana-1983	356	7	cloud	cloud	ADJ
cana-1983	356	8	environments	environment	NOUN
cana-1983	356	9	and	and	CCONJ
cana-1983	356	10	containerized	containerized	ADJ
cana-1983	356	11	applications	application	NOUN
cana-1983	356	12	become	become	VERB
cana-1983	356	13	increasingly	increasingly	ADV
cana-1983	356	14	prevalent	prevalent	ADJ
cana-1983	356	15	,	,	PUNCT
cana-1983	356	16	managing	manage	VERB
cana-1983	356	17	security	security	NOUN
cana-1983	356	18	across	across	ADP
cana-1983	356	19	these	these	DET
cana-1983	356	20	platforms	platform	NOUN
cana-1983	356	21	has	have	AUX
cana-1983	356	22	grown	grow	VERB
cana-1983	356	23	into	into	ADP
cana-1983	356	24	a	a	DET
cana-1983	356	25	significant	significant	ADJ
cana-1983	356	26	challenge	challenge	NOUN
cana-1983	356	27	for	for	ADP
cana-1983	356	28	organizations	organization	NOUN
cana-1983	356	29	.	.	PUNCT
cana-1983	357	1	traditional	traditional	ADJ
cana-1983	357	2	security	security	NOUN
cana-1983	357	3	methods	method	NOUN
cana-1983	357	4	are	be	AUX
cana-1983	357	5	no	no	ADV
cana-1983	357	6	longer	long	ADV
cana-1983	357	7	sufficient	sufficient	ADJ
cana-1983	357	8	to	to	PART
cana-1983	357	9	address	address	VERB
cana-1983	357	10	the	the	DET
cana-1983	357	11	complexity	complexity	NOUN
cana-1983	357	12	and	and	CCONJ
cana-1983	357	13	dynamic	dynamic	ADJ
cana-1983	357	14	nature	nature	NOUN
cana-1983	357	15	of	of	ADP
cana-1983	357	16	modern	modern	ADJ
cana-1983	357	17	cloud	cloud	NOUN
cana-1983	357	18	infrastructures	infrastructure	NOUN
cana-1983	357	19	.	.	PUNCT
cana-1983	358	1	in	in	ADP
cana-1983	358	2	response	response	NOUN
cana-1983	358	3	,	,	PUNCT
cana-1983	358	4	this	this	DET
cana-1983	358	5	research	research	NOUN
cana-1983	358	6	introduced	introduce	VERB
cana-1983	358	7	cloud	cloud	PROPN
cana-1983	358	8	guardian	guardian	NOUN
cana-1983	358	9	,	,	PUNCT
cana-1983	358	10	a	a	DET
cana-1983	358	11	comprehensive	comprehensive	ADJ
cana-1983	358	12	cloud	cloud	NOUN
cana-1983	358	13	security	security	NOUN
cana-1983	358	14	posture	posture	NOUN
cana-1983	358	15	management	management	NOUN
cana-1983	358	16	(	(	PUNCT
cana-1983	358	17	cspm	cspm	NOUN
cana-1983	358	18	)	)	PUNCT
cana-1983	358	19	platform	platform	NOUN
cana-1983	358	20	designed	design	VERB
cana-1983	358	21	to	to	PART
cana-1983	358	22	automate	automate	VERB
cana-1983	358	23	security	security	NOUN
cana-1983	358	24	assessments	assessment	NOUN
cana-1983	358	25	,	,	PUNCT
cana-1983	358	26	enforce	enforce	VERB
cana-1983	358	27	policies	policy	NOUN
cana-1983	358	28	,	,	PUNCT
cana-1983	358	29	and	and	CCONJ
cana-1983	358	30	detect	detect	VERB
cana-1983	358	31	threats	threat	NOUN
cana-1983	358	32	across	across	ADP
cana-1983	358	33	multi	multi	ADJ
cana-1983	358	34	-	-	ADJ
cana-1983	358	35	cloud	cloud	ADJ
cana-1983	358	36	and	and	CCONJ
cana-1983	358	37	containerized	containerized	ADJ
cana-1983	358	38	environments	environment	NOUN
cana-1983	358	39	.	.	PUNCT
cana-1983	359	1	the	the	DET
cana-1983	359	2	results	result	NOUN
cana-1983	359	3	of	of	ADP
cana-1983	359	4	the	the	DET
cana-1983	359	5	study	study	NOUN
cana-1983	359	6	,	,	PUNCT
cana-1983	359	7	demonstrated	demonstrate	VERB
cana-1983	359	8	through	through	ADP
cana-1983	359	9	real	real	ADJ
cana-1983	359	10	-	-	PUNCT
cana-1983	359	11	time	time	NOUN
cana-1983	359	12	analysis	analysis	NOUN
cana-1983	359	13	and	and	CCONJ
cana-1983	359	14	event	event	NOUN
cana-1983	359	15	detection	detection	NOUN
cana-1983	359	16	via	via	ADP
cana-1983	359	17	suricata	suricata	NOUN
cana-1983	359	18	,	,	PUNCT
cana-1983	359	19	emphasize	emphasize	VERB
cana-1983	359	20	the	the	DET
cana-1983	359	21	effectiveness	effectiveness	NOUN
cana-1983	359	22	of	of	ADP
cana-1983	359	23	cloud	cloud	ADJ
cana-1983	359	24	guardian	guardian	NOUN
cana-1983	359	25	in	in	ADP
cana-1983	359	26	addressing	address	VERB
cana-1983	359	27	key	key	ADJ
cana-1983	359	28	security	security	NOUN
cana-1983	359	29	challenges	challenge	NOUN
cana-1983	359	30	,	,	PUNCT
cana-1983	359	31	such	such	ADJ
cana-1983	359	32	as	as	ADP
cana-1983	359	33	misconfigurations	misconfiguration	NOUN
cana-1983	359	34	,	,	PUNCT
cana-1983	359	35	unpatched	unpatched	ADJ
cana-1983	359	36	vulnerabilities	vulnerability	NOUN
cana-1983	359	37	,	,	PUNCT
cana-1983	359	38	and	and	CCONJ
cana-1983	359	39	inconsistent	inconsistent	ADJ
cana-1983	359	40	security	security	NOUN
cana-1983	359	41	policies	policy	NOUN
cana-1983	359	42	.	.	PUNCT
cana-1983	360	1	by	by	ADP
cana-1983	360	2	integrating	integrate	VERB
cana-1983	360	3	advanced	advanced	ADJ
cana-1983	360	4	features	feature	NOUN
cana-1983	360	5	like	like	ADP
cana-1983	360	6	real	real	ADJ
cana-1983	360	7	-	-	PUNCT
cana-1983	360	8	time	time	NOUN
cana-1983	360	9	threat	threat	NOUN
cana-1983	360	10	intelligence	intelligence	NOUN
cana-1983	360	11	,	,	PUNCT
cana-1983	360	12	automated	automate	VERB
cana-1983	360	13	remediation	remediation	NOUN
cana-1983	360	14	,	,	PUNCT
cana-1983	360	15	and	and	CCONJ
cana-1983	360	16	self	self	NOUN
cana-1983	360	17	-	-	PUNCT
cana-1983	360	18	healing	heal	VERB
cana-1983	360	19	mechanisms	mechanism	NOUN
cana-1983	360	20	,	,	PUNCT
cana-1983	360	21	cloud	cloud	ADJ
cana-1983	360	22	guardian	guardian	NOUN
cana-1983	360	23	significantly	significantly	ADV
cana-1983	360	24	enhances	enhance	VERB
cana-1983	360	25	the	the	DET
cana-1983	360	26	security	security	NOUN
cana-1983	360	27	posture	posture	NOUN
cana-1983	360	28	of	of	ADP
cana-1983	360	29	cloud	cloud	NOUN
cana-1983	360	30	infrastructures	infrastructure	NOUN
cana-1983	360	31	.	.	PUNCT
cana-1983	361	1	the	the	DET
cana-1983	361	2	platform	platform	NOUN
cana-1983	361	3	not	not	PART
cana-1983	361	4	only	only	ADV
cana-1983	361	5	ensures	ensure	VERB
cana-1983	361	6	compliance	compliance	NOUN
cana-1983	361	7	with	with	ADP
cana-1983	361	8	industry	industry	NOUN
cana-1983	361	9	standards	standard	NOUN
cana-1983	361	10	like	like	ADP
cana-1983	361	11	cis	cis	NOUN
cana-1983	361	12	and	and	CCONJ
cana-1983	361	13	nist	nist	NOUN
cana-1983	361	14	but	but	CCONJ
cana-1983	361	15	also	also	ADV
cana-1983	361	16	minimizes	minimize	VERB
cana-1983	361	17	manual	manual	ADJ
cana-1983	361	18	intervention	intervention	NOUN
cana-1983	361	19	by	by	ADP
cana-1983	361	20	automating	automate	VERB
cana-1983	361	21	routine	routine	ADJ
cana-1983	361	22	tasks	task	NOUN
cana-1983	361	23	and	and	CCONJ
cana-1983	361	24	providing	provide	VERB
cana-1983	361	25	continuous	continuous	ADJ
cana-1983	361	26	security	security	NOUN
cana-1983	361	27	monitoring	monitoring	NOUN
cana-1983	361	28	.	.	PUNCT
cana-1983	362	1	the	the	DET
cana-1983	362	2	continuous	continuous	ADJ
cana-1983	362	3	improvement	improvement	NOUN
cana-1983	362	4	loop	loop	NOUN
cana-1983	362	5	,	,	PUNCT
cana-1983	362	6	supported	support	VERB
cana-1983	362	7	by	by	ADP
cana-1983	362	8	automated	automate	VERB
cana-1983	362	9	feedback	feedback	NOUN
cana-1983	362	10	and	and	CCONJ
cana-1983	362	11	analysis	analysis	NOUN
cana-1983	362	12	,	,	PUNCT
cana-1983	362	13	showcased	showcase	VERB
cana-1983	362	14	cloud	cloud	NOUN
cana-1983	362	15	guardian	guardian	NOUN
cana-1983	362	16	’s	’s	PART
cana-1983	362	17	capacity	capacity	NOUN
cana-1983	362	18	to	to	PART
cana-1983	362	19	evolve	evolve	VERB
cana-1983	362	20	with	with	ADP
cana-1983	362	21	emerging	emerge	VERB
cana-1983	362	22	threats	threat	NOUN
cana-1983	362	23	,	,	PUNCT
cana-1983	362	24	contributing	contribute	VERB
cana-1983	362	25	to	to	ADP
cana-1983	362	26	a	a	DET
cana-1983	362	27	more	more	ADV
cana-1983	362	28	secure	secure	ADJ
cana-1983	362	29	and	and	CCONJ
cana-1983	362	30	resilient	resilient	ADJ
cana-1983	362	31	operational	operational	ADJ
cana-1983	362	32	environment	environment	NOUN
cana-1983	362	33	.	.	PUNCT
cana-1983	363	1	furthermore	furthermore	ADV
cana-1983	363	2	,	,	PUNCT
cana-1983	363	3	the	the	DET
cana-1983	363	4	integration	integration	NOUN
cana-1983	363	5	of	of	ADP
cana-1983	363	6	suricata	suricata	NOUN
cana-1983	363	7	within	within	ADP
cana-1983	363	8	the	the	DET
cana-1983	363	9	elk	elk	NOUN
cana-1983	363	10	stack	stack	NOUN
cana-1983	363	11	for	for	ADP
cana-1983	363	12	intrusion	intrusion	NOUN
cana-1983	363	13	detection	detection	NOUN
cana-1983	363	14	and	and	CCONJ
cana-1983	363	15	log	log	VERB
cana-1983	363	16	analysis	analysis	NOUN
cana-1983	363	17	provides	provide	VERB
cana-1983	363	18	a	a	DET
cana-1983	363	19	robust	robust	ADJ
cana-1983	363	20	framework	framework	NOUN
cana-1983	363	21	for	for	ADP
cana-1983	363	22	real	real	ADJ
cana-1983	363	23	-	-	PUNCT
cana-1983	363	24	time	time	NOUN
cana-1983	363	25	threat	threat	NOUN
cana-1983	363	26	detection	detection	NOUN
cana-1983	363	27	and	and	CCONJ
cana-1983	363	28	proactive	proactive	ADJ
cana-1983	363	29	incident	incident	NOUN
cana-1983	363	30	response	response	NOUN
cana-1983	363	31	.	.	PUNCT
cana-1983	364	1	references	reference	NOUN
cana-1983	364	2	[	[	X
cana-1983	364	3	1	1	NUM
cana-1983	364	4	]	]	PUNCT
cana-1983	364	5	.	.	PUNCT
cana-1983	365	1	kewate	kewate	PROPN
cana-1983	365	2	,	,	PUNCT
cana-1983	365	3	n.	n.	PROPN
cana-1983	365	4	,	,	PUNCT
cana-1983	365	5	raut	raut	PROPN
cana-1983	365	6	,	,	PUNCT
cana-1983	365	7	a.	a.	NOUN
cana-1983	365	8	,	,	PUNCT
cana-1983	365	9	dubekar	dubekar	NOUN
cana-1983	365	10	,	,	PUNCT
cana-1983	365	11	m.	m.	NOUN
cana-1983	365	12	,	,	PUNCT
cana-1983	365	13	raut	raut	PROPN
cana-1983	365	14	,	,	PUNCT
cana-1983	365	15	y.	y.	PROPN
cana-1983	365	16	,	,	PUNCT
cana-1983	365	17	&	&	CCONJ
cana-1983	365	18	patil	patil	PROPN
cana-1983	365	19	,	,	PUNCT
cana-1983	365	20	a.	a.	NOUN
cana-1983	365	21	(	(	PUNCT
cana-1983	365	22	2022	2022	NUM
cana-1983	365	23	)	)	PUNCT
cana-1983	365	24	.	.	PUNCT
cana-1983	366	1	a	a	DET
cana-1983	366	2	review	review	NOUN
cana-1983	366	3	on	on	ADP
cana-1983	366	4	aws	aws	NOUN
cana-1983	366	5	-	-	PUNCT
cana-1983	366	6	cloud	cloud	NOUN
cana-1983	366	7	computing	computing	NOUN
cana-1983	366	8	technology	technology	NOUN
cana-1983	366	9	.	.	PUNCT
cana-1983	367	1	international	international	ADJ
cana-1983	367	2	journal	journal	NOUN
cana-1983	367	3	for	for	ADP
cana-1983	367	4	research	research	NOUN
cana-1983	367	5	in	in	ADP
cana-1983	367	6	applied	apply	VERB
cana-1983	367	7	science	science	NOUN
cana-1983	367	8	and	and	CCONJ
cana-1983	367	9	engineering	engineering	NOUN
cana-1983	367	10	technology	technology	NOUN
cana-1983	367	11	,	,	PUNCT
cana-1983	367	12	10(1	10(1	NUM
cana-1983	367	13	)	)	PUNCT
cana-1983	367	14	,	,	PUNCT
cana-1983	367	15	258	258	NUM
cana-1983	367	16	-	-	SYM
cana-1983	367	17	263	263	NUM
cana-1983	367	18	.	.	PUNCT
cana-1983	368	1	[	[	X
cana-1983	368	2	2	2	NUM
cana-1983	368	3	]	]	PUNCT
cana-1983	368	4	.	.	PUNCT
cana-1983	369	1	copeland	copeland	PROPN
cana-1983	369	2	,	,	PUNCT
cana-1983	369	3	m.	m.	NOUN
cana-1983	369	4	,	,	PUNCT
cana-1983	369	5	soh	soh	PROPN
cana-1983	369	6	,	,	PUNCT
cana-1983	369	7	j.	j.	PROPN
cana-1983	369	8	,	,	PUNCT
cana-1983	369	9	puca	puca	PROPN
cana-1983	369	10	,	,	PUNCT
cana-1983	369	11	a.	a.	PROPN
cana-1983	369	12	,	,	PUNCT
cana-1983	369	13	manning	manning	NOUN
cana-1983	369	14	,	,	PUNCT
cana-1983	369	15	m.	m.	NOUN
cana-1983	369	16	,	,	PUNCT
cana-1983	369	17	gollob	gollob	PROPN
cana-1983	369	18	,	,	PUNCT
cana-1983	369	19	d.	d.	PROPN
cana-1983	369	20	,	,	PUNCT
cana-1983	369	21	copeland	copeland	PROPN
cana-1983	369	22	,	,	PUNCT
cana-1983	369	23	m.	m.	NOUN
cana-1983	369	24	&	&	CCONJ
cana-1983	369	25	gollob	gollob	PROPN
cana-1983	369	26	,	,	PUNCT
cana-1983	369	27	d.	d.	PROPN
cana-1983	369	28	(	(	PUNCT
cana-1983	369	29	2015	2015	NUM
cana-1983	369	30	)	)	PUNCT
cana-1983	369	31	.	.	PUNCT
cana-1983	370	1	microsoft	microsoft	PROPN
cana-1983	370	2	azure	azure	PROPN
cana-1983	370	3	and	and	CCONJ
cana-1983	370	4	cloud	cloud	NOUN
cana-1983	370	5	computing	computing	NOUN
cana-1983	370	6	.	.	PUNCT
cana-1983	371	1	microsoft	microsoft	PROPN
cana-1983	371	2	azure	azure	PROPN
cana-1983	371	3	:	:	PUNCT
cana-1983	371	4	planning	planning	NOUN
cana-1983	371	5	,	,	PUNCT
cana-1983	371	6	deploying	deploying	NOUN
cana-1983	371	7	,	,	PUNCT
cana-1983	371	8	and	and	CCONJ
cana-1983	371	9	managing	manage	VERB
cana-1983	371	10	your	your	PRON
cana-1983	371	11	data	datum	NOUN
cana-1983	371	12	center	center	NOUN
cana-1983	371	13	in	in	ADP
cana-1983	371	14	the	the	DET
cana-1983	371	15	cloud	cloud	NOUN
cana-1983	371	16	,	,	PUNCT
cana-1983	371	17	3	3	NUM
cana-1983	371	18	-	-	SYM
cana-1983	371	19	26	26	NUM
cana-1983	371	20	.	.	PUNCT
cana-1983	372	1	[	[	X
cana-1983	372	2	3	3	NUM
cana-1983	372	3	]	]	PUNCT
cana-1983	372	4	.	.	PUNCT
cana-1983	372	5	bisong	bisong	PROPN
cana-1983	372	6	,	,	PUNCT
cana-1983	372	7	e.	e.	PROPN
cana-1983	372	8	,	,	PUNCT
cana-1983	372	9	&	&	CCONJ
cana-1983	372	10	bisong	bisong	PROPN
cana-1983	372	11	,	,	PUNCT
cana-1983	372	12	e.	e.	PROPN
cana-1983	372	13	(	(	PUNCT
cana-1983	372	14	2019	2019	NUM
cana-1983	372	15	)	)	PUNCT
cana-1983	372	16	.	.	PUNCT
cana-1983	373	1	an	an	DET
cana-1983	373	2	overview	overview	NOUN
cana-1983	373	3	of	of	ADP
cana-1983	373	4	google	google	PROPN
cana-1983	373	5	cloud	cloud	NOUN
cana-1983	373	6	platform	platform	NOUN
cana-1983	373	7	services	service	NOUN
cana-1983	373	8	.	.	PUNCT
cana-1983	374	1	building	build	VERB
cana-1983	374	2	machine	machine	NOUN
cana-1983	374	3	learning	learning	NOUN
cana-1983	374	4	and	and	CCONJ
cana-1983	374	5	deep	deep	ADJ
cana-1983	374	6	learning	learning	NOUN
cana-1983	374	7	models	model	NOUN
cana-1983	374	8	on	on	ADP
cana-1983	374	9	google	google	PROPN
cana-1983	374	10	cloud	cloud	PROPN
cana-1983	374	11	platform	platform	NOUN
cana-1983	374	12	:	:	PUNCT
cana-1983	374	13	a	a	DET
cana-1983	374	14	comprehensive	comprehensive	ADJ
cana-1983	374	15	guide	guide	NOUN
cana-1983	374	16	for	for	ADP
cana-1983	374	17	beginners	beginner	NOUN
cana-1983	374	18	,	,	PUNCT
cana-1983	374	19	7	7	NUM
cana-1983	374	20	-	-	SYM
cana-1983	374	21	10	10	NUM
cana-1983	374	22	.	.	PUNCT
cana-1983	375	1	[	[	X
cana-1983	375	2	4	4	NUM
cana-1983	375	3	]	]	PUNCT
cana-1983	375	4	.	.	PUNCT
cana-1983	376	1	pachala	pachala	PROPN
cana-1983	376	2	,	,	PUNCT
cana-1983	376	3	s.	s.	PROPN
cana-1983	376	4	,	,	PUNCT
cana-1983	376	5	rupa	rupa	NOUN
cana-1983	376	6	,	,	PUNCT
cana-1983	376	7	c.	c.	PROPN
cana-1983	376	8	,	,	PUNCT
cana-1983	376	9	&	&	CCONJ
cana-1983	376	10	sumalatha	sumalatha	PROPN
cana-1983	376	11	,	,	PUNCT
cana-1983	376	12	l.	l.	PROPN
cana-1983	376	13	(	(	PUNCT
cana-1983	376	14	2021	2021	NUM
cana-1983	376	15	)	)	PUNCT
cana-1983	376	16	.	.	PUNCT
cana-1983	377	1	an	an	DET
cana-1983	377	2	improved	improved	ADJ
cana-1983	377	3	security	security	NOUN
cana-1983	377	4	and	and	CCONJ
cana-1983	377	5	privacy	privacy	NOUN
cana-1983	377	6	management	management	NOUN
cana-1983	377	7	system	system	NOUN
cana-1983	377	8	for	for	ADP
cana-1983	377	9	data	datum	NOUN
cana-1983	377	10	in	in	ADP
cana-1983	377	11	multi	multi	ADJ
cana-1983	377	12	-	-	ADJ
cana-1983	377	13	cloud	cloud	ADJ
cana-1983	377	14	environments	environment	NOUN
cana-1983	377	15	using	use	VERB
cana-1983	377	16	a	a	DET
cana-1983	377	17	hybrid	hybrid	ADJ
cana-1983	377	18	approach	approach	NOUN
cana-1983	377	19	.	.	PUNCT
cana-1983	378	1	evolutionary	evolutionary	ADJ
cana-1983	378	2	intelligence	intelligence	NOUN
cana-1983	378	3	,	,	PUNCT
cana-1983	378	4	14	14	NUM
cana-1983	378	5	,	,	PUNCT
cana-1983	378	6	1117	1117	NUM
cana-1983	378	7	-	-	SYM
cana-1983	378	8	1133	1133	NUM
cana-1983	378	9	.	.	PUNCT
cana-1983	379	1	[	[	X
cana-1983	379	2	5	5	NUM
cana-1983	379	3	]	]	PUNCT
cana-1983	379	4	.	.	PUNCT
cana-1983	380	1	alshammari	alshammari	PROPN
cana-1983	380	2	,	,	PUNCT
cana-1983	380	3	m.	m.	NOUN
cana-1983	380	4	m.	m.	NOUN
cana-1983	380	5	,	,	PUNCT
cana-1983	380	6	alwan	alwan	PROPN
cana-1983	380	7	,	,	PUNCT
cana-1983	380	8	a.	a.	NOUN
cana-1983	380	9	a.	a.	PROPN
cana-1983	380	10	,	,	PUNCT
cana-1983	380	11	nordin	nordin	PROPN
cana-1983	380	12	,	,	PUNCT
cana-1983	380	13	a.	a.	PROPN
cana-1983	380	14	,	,	PUNCT
cana-1983	380	15	&	&	CCONJ
cana-1983	380	16	al	al	PROPN
cana-1983	380	17	-	-	PUNCT
cana-1983	380	18	shaikhli	shaikhli	PROPN
cana-1983	380	19	,	,	PUNCT
cana-1983	380	20	i.	i.	PROPN
cana-1983	380	21	f.	f.	PROPN
cana-1983	380	22	(	(	PUNCT
cana-1983	380	23	2017	2017	NUM
cana-1983	380	24	,	,	PUNCT
cana-1983	380	25	november	november	PROPN
cana-1983	380	26	)	)	PUNCT
cana-1983	380	27	.	.	PUNCT
cana-1983	381	1	disaster	disaster	NOUN
cana-1983	381	2	recovery	recovery	NOUN
cana-1983	381	3	in	in	ADP
cana-1983	381	4	singlecloud	singlecloud	NOUN
cana-1983	381	5	and	and	CCONJ
cana-1983	381	6	multi	multi	ADJ
cana-1983	381	7	-	-	ADJ
cana-1983	381	8	cloud	cloud	ADJ
cana-1983	381	9	environments	environment	NOUN
cana-1983	381	10	:	:	PUNCT
cana-1983	381	11	issues	issue	NOUN
cana-1983	381	12	and	and	CCONJ
cana-1983	381	13	challenges	challenge	NOUN
cana-1983	381	14	.	.	PUNCT
cana-1983	382	1	in	in	ADP
cana-1983	382	2	2017	2017	NUM
cana-1983	382	3	4th	4th	ADJ
cana-1983	382	4	ieee	ieee	NOUN
cana-1983	382	5	international	international	ADJ
cana-1983	382	6	conference	conference	NOUN
cana-1983	382	7	on	on	ADP
cana-1983	382	8	engineering	engineering	NOUN
cana-1983	382	9	technologies	technology	NOUN
cana-1983	382	10	and	and	CCONJ
cana-1983	382	11	applied	apply	VERB
cana-1983	382	12	sciences	science	NOUN
cana-1983	382	13	(	(	PUNCT
cana-1983	382	14	icetas	iceta	NOUN
cana-1983	382	15	)	)	PUNCT
cana-1983	382	16	(	(	PUNCT
cana-1983	382	17	pp	pp	X
cana-1983	382	18	.	.	PUNCT
cana-1983	383	1	1	1	NUM
cana-1983	383	2	-	-	SYM
cana-1983	383	3	7	7	NUM
cana-1983	383	4	)	)	PUNCT
cana-1983	383	5	.	.	PUNCT
cana-1983	384	1	ieee	ieee	NOUN
cana-1983	384	2	.	.	PUNCT
cana-1983	385	1	[	[	X
cana-1983	385	2	6	6	NUM
cana-1983	385	3	]	]	PUNCT
cana-1983	385	4	.	.	PUNCT
cana-1983	386	1	bentaleb	bentaleb	PROPN
cana-1983	386	2	,	,	PUNCT
cana-1983	386	3	o.	o.	PROPN
cana-1983	386	4	,	,	PUNCT
cana-1983	386	5	belloum	belloum	PROPN
cana-1983	386	6	,	,	PUNCT
cana-1983	386	7	a.	a.	PROPN
cana-1983	386	8	s.	s.	PROPN
cana-1983	386	9	,	,	PUNCT
cana-1983	386	10	sebaa	sebaa	PROPN
cana-1983	386	11	,	,	PUNCT
cana-1983	386	12	a.	a.	PROPN
cana-1983	386	13	,	,	PUNCT
cana-1983	386	14	&	&	CCONJ
cana-1983	386	15	el	el	PROPN
cana-1983	386	16	-	-	PROPN
cana-1983	386	17	maouhab	maouhab	PROPN
cana-1983	386	18	,	,	PUNCT
cana-1983	386	19	a.	a.	NOUN
cana-1983	386	20	(	(	PUNCT
cana-1983	386	21	2022	2022	NUM
cana-1983	386	22	)	)	PUNCT
cana-1983	386	23	.	.	PUNCT
cana-1983	387	1	containerization	containerization	NOUN
cana-1983	387	2	technologies	technology	NOUN
cana-1983	387	3	:	:	PUNCT
cana-1983	387	4	taxonomies	taxonomy	NOUN
cana-1983	387	5	,	,	PUNCT
cana-1983	387	6	applications	application	NOUN
cana-1983	387	7	and	and	CCONJ
cana-1983	387	8	challenges	challenge	NOUN
cana-1983	387	9	.	.	PUNCT
cana-1983	388	1	the	the	DET
cana-1983	388	2	journal	journal	NOUN
cana-1983	388	3	of	of	ADP
cana-1983	388	4	supercomputing	supercomputing	NOUN
cana-1983	388	5	,	,	PUNCT
cana-1983	388	6	78(1	78(1	NOUN
cana-1983	388	7	)	)	PUNCT
cana-1983	388	8	,	,	PUNCT
cana-1983	388	9	1144	1144	NUM
cana-1983	388	10	-	-	SYM
cana-1983	388	11	1181	1181	NUM
cana-1983	388	12	.	.	PUNCT
cana-1983	389	1	[	[	X
cana-1983	389	2	7	7	NUM
cana-1983	389	3	]	]	PUNCT
cana-1983	389	4	.	.	PUNCT
cana-1983	390	1	riungu	riungu	NOUN
cana-1983	390	2	-	-	PUNCT
cana-1983	390	3	kalliosaari	kalliosaari	PROPN
cana-1983	390	4	,	,	PUNCT
cana-1983	390	5	l.	l.	PROPN
cana-1983	390	6	,	,	PUNCT
cana-1983	390	7	mäkinen	mäkinen	PROPN
cana-1983	390	8	,	,	PUNCT
cana-1983	390	9	s.	s.	PROPN
cana-1983	390	10	,	,	PUNCT
cana-1983	390	11	lwakatare	lwakatare	PROPN
cana-1983	390	12	,	,	PUNCT
cana-1983	390	13	l.	l.	PROPN
cana-1983	390	14	e.	e.	PROPN
cana-1983	390	15	,	,	PUNCT
cana-1983	390	16	tiihonen	tiihonen	PROPN
cana-1983	390	17	,	,	PUNCT
cana-1983	390	18	j.	j.	PROPN
cana-1983	390	19	,	,	PUNCT
cana-1983	390	20	&	&	CCONJ
cana-1983	390	21	männistö	männistö	PROPN
cana-1983	390	22	,	,	PUNCT
cana-1983	390	23	t.	t.	PROPN
cana-1983	390	24	(	(	PUNCT
cana-1983	390	25	2016	2016	NUM
cana-1983	390	26	)	)	PUNCT
cana-1983	390	27	.	.	PUNCT
cana-1983	391	1	devops	devop	NOUN
cana-1983	391	2	adoption	adoption	NOUN
cana-1983	391	3	benefits	benefit	NOUN
cana-1983	391	4	and	and	CCONJ
cana-1983	391	5	challenges	challenge	NOUN
cana-1983	391	6	in	in	ADP
cana-1983	391	7	practice	practice	NOUN
cana-1983	391	8	:	:	PUNCT
cana-1983	391	9	a	a	DET
cana-1983	391	10	case	case	NOUN
cana-1983	391	11	study	study	NOUN
cana-1983	391	12	.	.	PUNCT
cana-1983	392	1	in	in	ADP
cana-1983	392	2	product	product	NOUN
cana-1983	392	3	-	-	PUNCT
cana-1983	392	4	focused	focus	VERB
cana-1983	392	5	software	software	NOUN
cana-1983	392	6	process	process	NOUN
cana-1983	392	7	improvement	improvement	NOUN
cana-1983	392	8	:	:	PUNCT
cana-1983	392	9	17th	17th	ADJ
cana-1983	392	10	international	international	ADJ
cana-1983	392	11	conference	conference	NOUN
cana-1983	392	12	,	,	PUNCT
cana-1983	392	13	profes	profe	VERB
cana-1983	392	14	2016	2016	NUM
cana-1983	392	15	,	,	PUNCT
cana-1983	392	16	trondheim	trondheim	PROPN
cana-1983	392	17	,	,	PUNCT
cana-1983	392	18	norway	norway	PROPN
cana-1983	392	19	,	,	PUNCT
cana-1983	392	20	november	november	PROPN
cana-1983	392	21	22	22	NUM
cana-1983	392	22	-	-	SYM
cana-1983	392	23	24	24	NUM
cana-1983	392	24	,	,	PUNCT
cana-1983	392	25	2016	2016	NUM
cana-1983	392	26	,	,	PUNCT
cana-1983	392	27	proceedings	proceeding	NOUN
cana-1983	392	28	17	17	NUM
cana-1983	392	29	(	(	PUNCT
cana-1983	392	30	pp	pp	ADJ
cana-1983	392	31	.	.	PUNCT
cana-1983	393	1	590	590	NUM
cana-1983	393	2	-	-	SYM
cana-1983	393	3	597	597	NUM
cana-1983	393	4	)	)	PUNCT
cana-1983	393	5	.	.	PUNCT
cana-1983	394	1	springer	springer	NOUN
cana-1983	394	2	international	international	ADJ
cana-1983	394	3	publishing	publishing	NOUN
cana-1983	394	4	.	.	PUNCT
cana-1983	395	1	[	[	X
cana-1983	395	2	8	8	NUM
cana-1983	395	3	]	]	PUNCT
cana-1983	395	4	.	.	PUNCT
cana-1983	396	1	tsai	tsai	PROPN
cana-1983	396	2	,	,	PUNCT
cana-1983	396	3	w.	w.	PROPN
cana-1983	396	4	t.	t.	PROPN
cana-1983	396	5	,	,	PUNCT
cana-1983	396	6	&	&	CCONJ
cana-1983	396	7	shao	shao	PROPN
cana-1983	396	8	,	,	PUNCT
cana-1983	396	9	q.	q.	PROPN
cana-1983	396	10	(	(	PUNCT
cana-1983	396	11	2011	2011	NUM
cana-1983	396	12	,	,	PUNCT
cana-1983	396	13	march	march	PROPN
cana-1983	396	14	)	)	PUNCT
cana-1983	396	15	.	.	PUNCT
cana-1983	397	1	role	role	NOUN
cana-1983	397	2	-	-	PUNCT
cana-1983	397	3	based	base	VERB
cana-1983	397	4	access	access	NOUN
cana-1983	397	5	-	-	PUNCT
cana-1983	397	6	control	control	NOUN
cana-1983	397	7	using	use	VERB
cana-1983	397	8	reference	reference	NOUN
cana-1983	397	9	ontology	ontology	NOUN
cana-1983	397	10	in	in	ADP
cana-1983	397	11	clouds	cloud	NOUN
cana-1983	397	12	.	.	PUNCT
cana-1983	398	1	in	in	ADP
cana-1983	398	2	2011	2011	NUM
cana-1983	398	3	tenth	tenth	NOUN
cana-1983	398	4	international	international	ADJ
cana-1983	398	5	symposium	symposium	NOUN
cana-1983	398	6	on	on	ADP
cana-1983	398	7	autonomous	autonomous	ADJ
cana-1983	398	8	decentralized	decentralize	VERB
cana-1983	398	9	systems	system	NOUN
cana-1983	398	10	(	(	PUNCT
cana-1983	398	11	pp	pp	ADJ
cana-1983	398	12	.	.	PUNCT
cana-1983	399	1	121	121	NUM
cana-1983	399	2	-	-	SYM
cana-1983	399	3	128	128	NUM
cana-1983	399	4	)	)	PUNCT
cana-1983	399	5	.	.	PUNCT
cana-1983	400	1	ieee	ieee	PROPN
cana-1983	400	2	.	.	PUNCT
cana-1983	401	1	communications	communication	NOUN
cana-1983	401	2	on	on	ADP
cana-1983	401	3	applied	apply	VERB
cana-1983	401	4	nonlinear	nonlinear	ADJ
cana-1983	401	5	analysis	analysis	NOUN
cana-1983	401	6	issn	issn	NOUN
cana-1983	401	7	:	:	PUNCT
cana-1983	401	8	1074	1074	NUM
cana-1983	401	9	-	-	PUNCT
cana-1983	401	10	133x	133x	NUM
cana-1983	401	11	vol	vol	NOUN
cana-1983	401	12	32	32	NUM
cana-1983	401	13	no	no	NOUN
cana-1983	401	14	.	.	NOUN
cana-1983	401	15	3	3	NUM
cana-1983	401	16	(	(	PUNCT
cana-1983	401	17	2025	2025	NUM
cana-1983	401	18	)	)	PUNCT
cana-1983	401	19	362	362	NUM
cana-1983	401	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-1983	402	1	[	[	X
cana-1983	402	2	9	9	NUM
cana-1983	402	3	]	]	PUNCT
cana-1983	402	4	.	.	PUNCT
cana-1983	403	1	fernandes	fernandes	PROPN
cana-1983	403	2	,	,	PUNCT
cana-1983	403	3	d.	d.	PROPN
cana-1983	403	4	a.	a.	PROPN
cana-1983	403	5	,	,	PUNCT
cana-1983	403	6	soares	soares	PROPN
cana-1983	403	7	,	,	PUNCT
cana-1983	403	8	l.	l.	PROPN
cana-1983	403	9	f.	f.	PROPN
cana-1983	403	10	,	,	PUNCT
cana-1983	403	11	gomes	gomes	PROPN
cana-1983	403	12	,	,	PUNCT
cana-1983	403	13	j.	j.	PROPN
cana-1983	403	14	v.	v.	PROPN
cana-1983	403	15	,	,	PUNCT
cana-1983	403	16	freire	freire	PROPN
cana-1983	403	17	,	,	PUNCT
cana-1983	403	18	m.	m.	NOUN
cana-1983	403	19	m.	m.	NOUN
cana-1983	403	20	,	,	PUNCT
cana-1983	403	21	&	&	CCONJ
cana-1983	403	22	inácio	inácio	PROPN
cana-1983	403	23	,	,	PUNCT
cana-1983	403	24	p.	p.	PROPN
cana-1983	403	25	r.	r.	PROPN
cana-1983	403	26	(	(	PUNCT
cana-1983	403	27	2014	2014	NUM
cana-1983	403	28	)	)	PUNCT
cana-1983	403	29	.	.	PUNCT
cana-1983	404	1	security	security	NOUN
cana-1983	404	2	issues	issue	NOUN
cana-1983	404	3	in	in	ADP
cana-1983	404	4	cloud	cloud	ADJ
cana-1983	404	5	environments	environment	NOUN
cana-1983	404	6	:	:	PUNCT
cana-1983	404	7	a	a	DET
cana-1983	404	8	survey	survey	NOUN
cana-1983	404	9	.	.	PUNCT
cana-1983	405	1	international	international	ADJ
cana-1983	405	2	journal	journal	PROPN
cana-1983	405	3	of	of	ADP
cana-1983	405	4	information	information	NOUN
cana-1983	405	5	security	security	NOUN
cana-1983	405	6	,	,	PUNCT
cana-1983	405	7	13	13	NUM
cana-1983	405	8	,	,	PUNCT
cana-1983	405	9	113	113	NUM
cana-1983	405	10	-	-	SYM
cana-1983	405	11	170	170	NUM
cana-1983	405	12	.	.	PUNCT
cana-1983	406	1	[	[	X
cana-1983	406	2	10	10	NUM
cana-1983	406	3	]	]	PUNCT
cana-1983	406	4	.	.	PUNCT
cana-1983	407	1	mishra	mishra	PROPN
cana-1983	407	2	,	,	PUNCT
cana-1983	407	3	s.	s.	PROPN
cana-1983	407	4	,	,	PUNCT
cana-1983	407	5	tripathy	tripathy	PROPN
cana-1983	407	6	,	,	PUNCT
cana-1983	407	7	n.	n.	NOUN
cana-1983	407	8	,	,	PUNCT
cana-1983	407	9	mishra	mishra	PROPN
cana-1983	407	10	,	,	PUNCT
cana-1983	407	11	b.	b.	PROPN
cana-1983	407	12	k.	k.	PROPN
cana-1983	407	13	,	,	PUNCT
cana-1983	407	14	&	&	CCONJ
cana-1983	407	15	mahanty	mahanty	PROPN
cana-1983	407	16	,	,	PUNCT
cana-1983	407	17	c.	c.	PROPN
cana-1983	407	18	(	(	PUNCT
cana-1983	407	19	2019	2019	NUM
cana-1983	407	20	)	)	PUNCT
cana-1983	407	21	.	.	PUNCT
cana-1983	408	1	analysis	analysis	NOUN
cana-1983	408	2	of	of	ADP
cana-1983	408	3	security	security	NOUN
cana-1983	408	4	issues	issue	NOUN
cana-1983	408	5	in	in	ADP
cana-1983	408	6	cloud	cloud	NOUN
cana-1983	408	7	environment	environment	NOUN
cana-1983	408	8	.	.	PUNCT
cana-1983	409	1	security	security	NOUN
cana-1983	409	2	designs	design	NOUN
cana-1983	409	3	for	for	ADP
cana-1983	409	4	the	the	DET
cana-1983	409	5	cloud	cloud	NOUN
cana-1983	409	6	,	,	PUNCT
cana-1983	409	7	iot	iot	NOUN
cana-1983	409	8	,	,	PUNCT
cana-1983	409	9	and	and	CCONJ
cana-1983	409	10	social	social	ADJ
cana-1983	409	11	networking	networking	NOUN
cana-1983	409	12	,	,	PUNCT
cana-1983	409	13	19	19	NUM
cana-1983	409	14	-	-	SYM
cana-1983	409	15	41	41	NUM
cana-1983	409	16	.	.	PUNCT
cana-1983	410	1	[	[	X
cana-1983	410	2	11	11	NUM
cana-1983	410	3	]	]	PUNCT
cana-1983	410	4	.	.	PUNCT
cana-1983	410	5	alotaibi	alotaibi	PROPN
cana-1983	410	6	,	,	PUNCT
cana-1983	410	7	a.	a.	PROPN
cana-1983	410	8	f.	f.	PROPN
cana-1983	410	9	,	,	PUNCT
cana-1983	410	10	alzain	alzain	NOUN
cana-1983	410	11	,	,	PUNCT
cana-1983	410	12	m.	m.	NOUN
cana-1983	410	13	a.	a.	PROPN
cana-1983	410	14	,	,	PUNCT
cana-1983	410	15	masud	masud	PROPN
cana-1983	410	16	,	,	PUNCT
cana-1983	410	17	m.	m.	NOUN
cana-1983	410	18	,	,	PUNCT
cana-1983	410	19	&	&	CCONJ
cana-1983	410	20	jhanjhi	jhanjhi	PROPN
cana-1983	410	21	,	,	PUNCT
cana-1983	410	22	n.	n.	PROPN
cana-1983	410	23	z.	z.	PROPN
cana-1983	410	24	(	(	PUNCT
cana-1983	410	25	2021	2021	NUM
cana-1983	410	26	)	)	PUNCT
cana-1983	410	27	.	.	PUNCT
cana-1983	411	1	performance	performance	NOUN
cana-1983	411	2	evaluation	evaluation	NOUN
cana-1983	411	3	and	and	CCONJ
cana-1983	411	4	analysis	analysis	NOUN
cana-1983	411	5	of	of	ADP
cana-1983	411	6	cspm	cspm	NOUN
cana-1983	411	7	:	:	PUNCT
cana-1983	411	8	a	a	DET
cana-1983	411	9	secure	secure	ADJ
cana-1983	411	10	cloud	cloud	NOUN
cana-1983	411	11	computing	computing	NOUN
cana-1983	411	12	model	model	NOUN
cana-1983	411	13	.	.	PUNCT
cana-1983	412	1	turkish	turkish	ADJ
cana-1983	412	2	online	online	ADJ
cana-1983	412	3	journal	journal	PROPN
cana-1983	412	4	of	of	ADP
cana-1983	412	5	qualitative	qualitative	ADJ
cana-1983	412	6	inquiry	inquiry	NOUN
cana-1983	412	7	,	,	PUNCT
cana-1983	412	8	12(5	12(5	NUM
cana-1983	412	9	)	)	PUNCT
cana-1983	412	10	.	.	PUNCT
cana-1983	413	1	[	[	X
cana-1983	413	2	12	12	NUM
cana-1983	413	3	]	]	PUNCT
cana-1983	413	4	.	.	PUNCT
cana-1983	414	1	korzilius	korzilius	PROPN
cana-1983	414	2	,	,	PUNCT
cana-1983	414	3	s.	s.	PROPN
cana-1983	414	4	p.	p.	PROPN
cana-1983	414	5	,	,	PUNCT
cana-1983	414	6	schilders	schilders	PROPN
cana-1983	414	7	,	,	PUNCT
cana-1983	414	8	w.	w.	PROPN
cana-1983	414	9	h.	h.	PROPN
cana-1983	414	10	,	,	PUNCT
cana-1983	414	11	&	&	CCONJ
cana-1983	414	12	anthonissen	anthonissen	PROPN
cana-1983	414	13	,	,	PUNCT
cana-1983	414	14	m.	m.	NOUN
cana-1983	414	15	j.	j.	PROPN
cana-1983	414	16	(	(	PUNCT
cana-1983	414	17	2016	2016	NUM
cana-1983	414	18	)	)	PUNCT
cana-1983	414	19	.	.	PUNCT
cana-1983	415	1	an	an	DET
cana-1983	415	2	improved	improve	VERB
cana-1983	415	3	cspm	cspm	NOUN
cana-1983	415	4	approach	approach	NOUN
cana-1983	415	5	for	for	ADP
cana-1983	415	6	accurate	accurate	ADJ
cana-1983	415	7	secondderivative	secondderivative	ADJ
cana-1983	415	8	approximations	approximation	NOUN
cana-1983	415	9	with	with	ADP
cana-1983	415	10	sph	sph	PROPN
cana-1983	415	11	.	.	PROPN
cana-1983	415	12	journal	journal	PROPN
cana-1983	415	13	of	of	ADP
cana-1983	415	14	applied	apply	VERB
cana-1983	415	15	mathematics	mathematic	NOUN
cana-1983	415	16	and	and	CCONJ
cana-1983	415	17	physics	physics	NOUN
cana-1983	415	18	,	,	PUNCT
cana-1983	415	19	5(1	5(1	NUM
cana-1983	415	20	)	)	PUNCT
cana-1983	415	21	,	,	PUNCT
cana-1983	415	22	168	168	NUM
cana-1983	415	23	-	-	SYM
cana-1983	415	24	184	184	NUM
cana-1983	415	25	.	.	PUNCT
cana-1983	416	1	[	[	X
cana-1983	416	2	13	13	NUM
cana-1983	416	3	]	]	PUNCT
cana-1983	416	4	.	.	PUNCT
cana-1983	417	1	diogenes	diogene	NOUN
cana-1983	417	2	,	,	PUNCT
cana-1983	417	3	y.	y.	PROPN
cana-1983	417	4	(	(	PUNCT
cana-1983	417	5	2017	2017	NUM
cana-1983	417	6	)	)	PUNCT
cana-1983	417	7	.	.	PUNCT
cana-1983	418	1	embracing	embrace	VERB
cana-1983	418	2	cloud	cloud	NOUN
cana-1983	418	3	computing	computing	NOUN
cana-1983	418	4	to	to	PART
cana-1983	418	5	enhance	enhance	VERB
cana-1983	418	6	your	your	PRON
cana-1983	418	7	overall	overall	ADJ
cana-1983	418	8	security	security	NOUN
cana-1983	418	9	posture	posture	NOUN
cana-1983	418	10	.	.	PUNCT
cana-1983	419	1	issa	issa	PROPN
cana-1983	419	2	journal	journal	PROPN
cana-1983	419	3	,	,	PUNCT
cana-1983	419	4	15(5	15(5	NUM
cana-1983	419	5	)	)	PUNCT
cana-1983	419	6	.	.	PUNCT
cana-1983	420	1	[	[	X
cana-1983	420	2	14	14	NUM
cana-1983	420	3	]	]	PUNCT
cana-1983	420	4	.	.	PUNCT
cana-1983	421	1	diogenes	diogene	NOUN
cana-1983	421	2	,	,	PUNCT
cana-1983	421	3	y.	y.	PROPN
cana-1983	421	4	(	(	PUNCT
cana-1983	421	5	2017	2017	NUM
cana-1983	421	6	)	)	PUNCT
cana-1983	421	7	.	.	PUNCT
cana-1983	422	1	embracing	embrace	VERB
cana-1983	422	2	cloud	cloud	NOUN
cana-1983	422	3	computing	computing	NOUN
cana-1983	422	4	to	to	PART
cana-1983	422	5	enhance	enhance	VERB
cana-1983	422	6	your	your	PRON
cana-1983	422	7	overall	overall	ADJ
cana-1983	422	8	security	security	NOUN
cana-1983	422	9	posture	posture	NOUN
cana-1983	422	10	.	.	PUNCT
cana-1983	423	1	issa	issa	PROPN
cana-1983	423	2	journal	journal	PROPN
cana-1983	423	3	,	,	PUNCT
cana-1983	423	4	15(5	15(5	NUM
cana-1983	423	5	)	)	PUNCT
cana-1983	423	6	.	.	PUNCT
cana-1983	424	1	[	[	X
cana-1983	424	2	15	15	NUM
cana-1983	424	3	]	]	PUNCT
cana-1983	424	4	.	.	PUNCT
cana-1983	424	5	wijenayake	wijenayake	PROPN
cana-1983	424	6	,	,	PUNCT
cana-1983	424	7	d.	d.	PROPN
cana-1983	424	8	s.	s.	PROPN
cana-1983	424	9	,	,	PUNCT
cana-1983	424	10	henna	henna	NOUN
cana-1983	424	11	,	,	PUNCT
cana-1983	424	12	s.	s.	PROPN
cana-1983	424	13	,	,	PUNCT
cana-1983	424	14	&	&	CCONJ
cana-1983	424	15	farrelly	farrelly	PROPN
cana-1983	424	16	,	,	PUNCT
cana-1983	424	17	w.	w.	PROPN
cana-1983	424	18	(	(	PUNCT
cana-1983	424	19	2023	2023	NUM
cana-1983	424	20	,	,	PUNCT
cana-1983	424	21	december	december	PROPN
cana-1983	424	22	)	)	PUNCT
cana-1983	424	23	.	.	PUNCT
cana-1983	425	1	a	a	DET
cana-1983	425	2	graph	graph	NOUN
cana-1983	425	3	neural	neural	ADJ
cana-1983	425	4	network	network	NOUN
cana-1983	425	5	-	-	PUNCT
cana-1983	425	6	based	base	VERB
cana-1983	425	7	security	security	NOUN
cana-1983	425	8	postureaware	postureaware	NOUN
cana-1983	425	9	cloud	cloud	NOUN
cana-1983	425	10	service	service	NOUN
cana-1983	425	11	provider	provider	NOUN
cana-1983	425	12	selection	selection	NOUN
cana-1983	425	13	for	for	ADP
cana-1983	425	14	multi	multi	NOUN
cana-1983	425	15	-	-	ADJ
cana-1983	425	16	cloud	cloud	ADJ
cana-1983	425	17	.	.	PUNCT
cana-1983	426	1	in	in	ADP
cana-1983	426	2	2023	2023	NUM
cana-1983	426	3	31st	31st	NOUN
cana-1983	426	4	irish	irish	ADJ
cana-1983	426	5	conference	conference	NOUN
cana-1983	426	6	on	on	ADP
cana-1983	426	7	artificial	artificial	ADJ
cana-1983	426	8	intelligence	intelligence	NOUN
cana-1983	426	9	and	and	CCONJ
cana-1983	426	10	cognitive	cognitive	ADJ
cana-1983	426	11	science	science	NOUN
cana-1983	426	12	(	(	PUNCT
cana-1983	426	13	aics	aic	NOUN
cana-1983	426	14	)	)	PUNCT
cana-1983	426	15	(	(	PUNCT
cana-1983	426	16	pp	pp	X
cana-1983	426	17	.	.	PUNCT
cana-1983	427	1	1	1	NUM
cana-1983	427	2	-	-	SYM
cana-1983	427	3	6	6	NUM
cana-1983	427	4	)	)	PUNCT
cana-1983	427	5	.	.	PUNCT
cana-1983	428	1	ieee	ieee	NOUN
cana-1983	428	2	.	.	PUNCT
cana-1983	429	1	[	[	X
cana-1983	429	2	16	16	NUM
cana-1983	429	3	]	]	PUNCT
cana-1983	429	4	.	.	PUNCT
cana-1983	430	1	bulut	bulut	PROPN
cana-1983	430	2	,	,	PUNCT
cana-1983	430	3	m.	m.	PROPN
cana-1983	430	4	f.	f.	PROPN
cana-1983	430	5	,	,	PUNCT
cana-1983	430	6	&	&	CCONJ
cana-1983	430	7	hwang	hwang	PROPN
cana-1983	430	8	,	,	PUNCT
cana-1983	430	9	j.	j.	PROPN
cana-1983	430	10	(	(	PUNCT
cana-1983	430	11	2021	2021	NUM
cana-1983	430	12	,	,	PUNCT
cana-1983	430	13	september	september	PROPN
cana-1983	430	14	)	)	PUNCT
cana-1983	430	15	.	.	PUNCT
cana-1983	431	1	nl2vul	nl2vul	NOUN
cana-1983	431	2	:	:	PUNCT
cana-1983	431	3	natural	natural	ADJ
cana-1983	431	4	language	language	NOUN
cana-1983	431	5	to	to	ADP
cana-1983	431	6	standard	standard	ADJ
cana-1983	431	7	vulnerability	vulnerability	NOUN
cana-1983	431	8	score	score	NOUN
cana-1983	431	9	for	for	ADP
cana-1983	431	10	cloud	cloud	ADJ
cana-1983	431	11	security	security	NOUN
cana-1983	431	12	posture	posture	NOUN
cana-1983	431	13	management	management	NOUN
cana-1983	431	14	.	.	PUNCT
cana-1983	432	1	in	in	ADP
cana-1983	432	2	2021	2021	NUM
cana-1983	432	3	ieee	ieee	NOUN
cana-1983	432	4	14th	14th	ADJ
cana-1983	432	5	international	international	ADJ
cana-1983	432	6	conference	conference	NOUN
cana-1983	432	7	on	on	ADP
cana-1983	432	8	cloud	cloud	NOUN
cana-1983	432	9	computing	computing	NOUN
cana-1983	432	10	(	(	PUNCT
cana-1983	432	11	cloud	cloud	NOUN
cana-1983	432	12	)	)	PUNCT
cana-1983	432	13	(	(	PUNCT
cana-1983	432	14	pp	pp	ADP
cana-1983	432	15	.	.	PUNCT
cana-1983	433	1	566571	566571	NUM
cana-1983	433	2	)	)	PUNCT
cana-1983	433	3	.	.	PUNCT
cana-1983	434	1	ieee	ieee	NOUN
cana-1983	434	2	.	.	PUNCT
cana-1983	435	1	[	[	X
cana-1983	435	2	17	17	NUM
cana-1983	435	3	]	]	PUNCT
cana-1983	435	4	.	.	PUNCT
cana-1983	435	5	coppola	coppola	PROPN
cana-1983	435	6	,	,	PUNCT
cana-1983	435	7	g.	g.	PROPN
cana-1983	435	8	,	,	PUNCT
cana-1983	435	9	varde	varde	VERB
cana-1983	435	10	,	,	PUNCT
cana-1983	435	11	a.	a.	NOUN
cana-1983	435	12	s.	s.	PROPN
cana-1983	435	13	,	,	PUNCT
cana-1983	435	14	&	&	CCONJ
cana-1983	435	15	shang	shang	PROPN
cana-1983	435	16	,	,	PUNCT
cana-1983	435	17	j.	j.	PROPN
cana-1983	435	18	(	(	PUNCT
cana-1983	435	19	2023	2023	NUM
cana-1983	435	20	,	,	PUNCT
cana-1983	435	21	october	october	PROPN
cana-1983	435	22	)	)	PUNCT
cana-1983	435	23	.	.	PUNCT
cana-1983	436	1	enhancing	enhance	VERB
cana-1983	436	2	cloud	cloud	ADJ
cana-1983	436	3	security	security	NOUN
cana-1983	436	4	posture	posture	NOUN
cana-1983	436	5	for	for	ADP
cana-1983	436	6	ubiquitous	ubiquitous	ADJ
cana-1983	436	7	data	data	NOUN
cana-1983	436	8	access	access	NOUN
cana-1983	436	9	with	with	ADP
cana-1983	436	10	a	a	DET
cana-1983	436	11	cybersecurity	cybersecurity	NOUN
cana-1983	436	12	framework	framework	NOUN
cana-1983	436	13	based	base	VERB
cana-1983	436	14	management	management	NOUN
cana-1983	436	15	tool	tool	NOUN
cana-1983	436	16	.	.	PUNCT
cana-1983	437	1	in	in	ADP
cana-1983	437	2	2023	2023	NUM
cana-1983	437	3	ieee	ieee	NOUN
cana-1983	437	4	14th	14th	ADJ
cana-1983	437	5	annual	annual	ADJ
cana-1983	437	6	ubiquitous	ubiquitous	ADJ
cana-1983	437	7	computing	computing	NOUN
cana-1983	437	8	,	,	PUNCT
cana-1983	437	9	electronics	electronics	PROPN
cana-1983	437	10	&	&	CCONJ
cana-1983	437	11	mobile	mobile	ADJ
cana-1983	437	12	communication	communication	NOUN
cana-1983	437	13	conference	conference	NOUN
cana-1983	437	14	(	(	PUNCT
cana-1983	437	15	uemcon	uemcon	NOUN
cana-1983	437	16	)	)	PUNCT
cana-1983	437	17	(	(	PUNCT
cana-1983	437	18	pp	pp	ADP
cana-1983	437	19	.	.	PUNCT
cana-1983	437	20	0590	0590	NUM
cana-1983	437	21	-	-	SYM
cana-1983	437	22	0594	0594	NUM
cana-1983	437	23	)	)	PUNCT
cana-1983	437	24	.	.	PUNCT
cana-1983	438	1	ieee	ieee	PROPN
cana-1983	438	2	.	.	PUNCT
cana-1983	439	1	[	[	X
cana-1983	439	2	18	18	NUM
cana-1983	439	3	]	]	PUNCT
cana-1983	439	4	.	.	PUNCT
cana-1983	439	5	williams	williams	PROPN
cana-1983	439	6	,	,	PUNCT
cana-1983	439	7	g.	g.	PROPN
cana-1983	439	8	p.	p.	PROPN
cana-1983	439	9	(	(	PUNCT
cana-1983	439	10	2012	2012	NUM
cana-1983	439	11	)	)	PUNCT
cana-1983	439	12	.	.	PUNCT
cana-1983	440	1	cost	cost	VERB
cana-1983	440	2	effective	effective	ADJ
cana-1983	440	3	assessment	assessment	NOUN
cana-1983	440	4	of	of	ADP
cana-1983	440	5	the	the	DET
cana-1983	440	6	infrastructure	infrastructure	NOUN
cana-1983	440	7	security	security	NOUN
cana-1983	440	8	posture	posture	NOUN
cana-1983	440	9	.	.	PUNCT
cana-1983	441	1	[	[	X
cana-1983	441	2	19	19	NUM
cana-1983	441	3	]	]	PUNCT
cana-1983	441	4	.	.	PUNCT
cana-1983	442	1	bar	bar	NOUN
cana-1983	442	2	-	-	PUNCT
cana-1983	442	3	haim	haim	PROPN
cana-1983	442	4	,	,	PUNCT
cana-1983	442	5	r.	r.	PROPN
cana-1983	442	6	,	,	PUNCT
cana-1983	442	7	eden	eden	PROPN
cana-1983	442	8	,	,	PUNCT
cana-1983	442	9	l.	l.	PROPN
cana-1983	442	10	,	,	PUNCT
cana-1983	442	11	kantor	kantor	PROPN
cana-1983	442	12	,	,	PUNCT
cana-1983	442	13	y.	y.	PROPN
cana-1983	442	14	,	,	PUNCT
cana-1983	442	15	agarwal	agarwal	PROPN
cana-1983	442	16	,	,	PUNCT
cana-1983	442	17	v.	v.	PROPN
cana-1983	442	18	,	,	PUNCT
cana-1983	442	19	devereux	devereux	PROPN
cana-1983	442	20	,	,	PUNCT
cana-1983	442	21	m.	m.	NOUN
cana-1983	442	22	,	,	PUNCT
cana-1983	442	23	gupta	gupta	PROPN
cana-1983	442	24	,	,	PUNCT
cana-1983	442	25	n.	n.	NOUN
cana-1983	442	26	,	,	PUNCT
cana-1983	442	27	...	...	PUNCT
cana-1983	442	28	&	&	CCONJ
cana-1983	442	29	zan	zan	PROPN
cana-1983	442	30	,	,	PUNCT
cana-1983	442	31	m.	m.	NOUN
cana-1983	442	32	(	(	PUNCT
cana-1983	442	33	2023	2023	NUM
cana-1983	442	34	,	,	PUNCT
cana-1983	442	35	january	january	PROPN
cana-1983	442	36	)	)	PUNCT
cana-1983	442	37	.	.	PUNCT
cana-1983	443	1	towards	towards	ADP
cana-1983	443	2	automated	automate	VERB
cana-1983	443	3	assessment	assessment	NOUN
cana-1983	443	4	of	of	ADP
cana-1983	443	5	organizational	organizational	ADJ
cana-1983	443	6	cybersecurity	cybersecurity	NOUN
cana-1983	443	7	posture	posture	NOUN
cana-1983	443	8	in	in	ADP
cana-1983	443	9	cloud	cloud	NOUN
cana-1983	443	10	.	.	PUNCT
cana-1983	444	1	in	in	ADP
cana-1983	444	2	proceedings	proceeding	NOUN
cana-1983	444	3	of	of	ADP
cana-1983	444	4	the	the	DET
cana-1983	444	5	6th	6th	ADJ
cana-1983	444	6	joint	joint	ADJ
cana-1983	444	7	international	international	ADJ
cana-1983	444	8	conference	conference	NOUN
cana-1983	444	9	on	on	ADP
cana-1983	444	10	data	data	PROPN
cana-1983	444	11	science	science	PROPN
cana-1983	444	12	&	&	CCONJ
cana-1983	444	13	management	management	PROPN
cana-1983	444	14	of	of	ADP
cana-1983	444	15	data	datum	NOUN
cana-1983	444	16	(	(	PUNCT
cana-1983	444	17	10th	10th	ADJ
cana-1983	444	18	acm	acm	PROPN
cana-1983	444	19	ikdd	ikdd	NOUN
cana-1983	444	20	cods	cod	NOUN
cana-1983	444	21	and	and	CCONJ
cana-1983	444	22	28th	28th	ADJ
cana-1983	444	23	comad	comad	NOUN
cana-1983	444	24	)	)	PUNCT
cana-1983	444	25	(	(	PUNCT
cana-1983	444	26	pp	pp	X
cana-1983	444	27	.	.	PUNCT
cana-1983	445	1	167	167	NUM
cana-1983	445	2	-	-	SYM
cana-1983	445	3	175	175	NUM
cana-1983	445	4	)	)	PUNCT
cana-1983	445	5	.	.	PUNCT
cana-1983	446	1	[	[	X
cana-1983	446	2	20	20	NUM
cana-1983	446	3	]	]	PUNCT
cana-1983	446	4	.	.	PUNCT
cana-1983	447	1	an	an	PRON
cana-1983	447	2	,	,	PUNCT
cana-1983	447	3	s.	s.	PROPN
cana-1983	447	4	,	,	PUNCT
cana-1983	447	5	leung	leung	PROPN
cana-1983	447	6	,	,	PUNCT
cana-1983	447	7	a.	a.	PROPN
cana-1983	447	8	,	,	PUNCT
cana-1983	447	9	hong	hong	PROPN
cana-1983	447	10	,	,	PUNCT
cana-1983	447	11	j.	j.	PROPN
cana-1983	447	12	b.	b.	PROPN
cana-1983	447	13	,	,	PUNCT
cana-1983	447	14	eom	eom	PROPN
cana-1983	447	15	,	,	PUNCT
cana-1983	447	16	t.	t.	PROPN
cana-1983	447	17	,	,	PUNCT
cana-1983	447	18	&	&	CCONJ
cana-1983	447	19	park	park	PROPN
cana-1983	447	20	,	,	PUNCT
cana-1983	447	21	j.	j.	PROPN
cana-1983	447	22	s.	s.	PROPN
cana-1983	447	23	(	(	PUNCT
cana-1983	447	24	2022	2022	NUM
cana-1983	447	25	)	)	PUNCT
cana-1983	447	26	.	.	PUNCT
cana-1983	448	1	toward	toward	ADP
cana-1983	448	2	automated	automate	VERB
cana-1983	448	3	security	security	NOUN
cana-1983	448	4	analysis	analysis	NOUN
cana-1983	448	5	and	and	CCONJ
cana-1983	448	6	enforcement	enforcement	NOUN
cana-1983	448	7	for	for	ADP
cana-1983	448	8	cloud	cloud	NOUN
cana-1983	448	9	computing	computing	NOUN
cana-1983	448	10	using	use	VERB
cana-1983	448	11	graphical	graphical	ADJ
cana-1983	448	12	models	model	NOUN
cana-1983	448	13	for	for	ADP
cana-1983	448	14	security	security	NOUN
cana-1983	448	15	.	.	PUNCT
cana-1983	449	1	ieee	ieee	NOUN
cana-1983	449	2	access	access	NOUN
cana-1983	449	3	,	,	PUNCT
cana-1983	449	4	10	10	NUM
cana-1983	449	5	,	,	PUNCT
cana-1983	449	6	75117	75117	NUM
cana-1983	449	7	-	-	SYM
cana-1983	449	8	75134	75134	NUM
cana-1983	449	9	.	.	PUNCT