id	sid	tid	token	lemma	pos
fcis-11147	1	1	frontiers	frontier	NOUN
fcis-11147	1	2	in	in	ADP
fcis-11147	1	3	computing	computing	NOUN
fcis-11147	1	4	and	and	CCONJ
fcis-11147	1	5	intelligent	intelligent	ADJ
fcis-11147	1	6	systems	system	NOUN
fcis-11147	1	7	issn	issn	VERB
fcis-11147	1	8	:	:	PUNCT
fcis-11147	1	9	2832	2832	NUM
fcis-11147	1	10	-	-	SYM
fcis-11147	1	11	6024	6024	NUM
fcis-11147	1	12	|	|	NOUN
fcis-11147	1	13	vol	vol	NOUN
fcis-11147	1	14	.	.	PROPN
fcis-11147	2	1	4	4	NUM
fcis-11147	2	2	,	,	PUNCT
fcis-11147	2	3	no	no	INTJ
fcis-11147	2	4	.	.	NOUN
fcis-11147	2	5	3	3	NUM
fcis-11147	2	6	,	,	PUNCT
fcis-11147	2	7	2023	2023	NUM
fcis-11147	2	8	78	78	NUM
fcis-11147	2	9	research	research	NOUN
fcis-11147	2	10	on	on	ADP
fcis-11147	2	11	computer	computer	NOUN
fcis-11147	2	12	network	network	NOUN
fcis-11147	2	13	security	security	NOUN
fcis-11147	2	14	prevention	prevention	NOUN
fcis-11147	2	15	in	in	ADP
fcis-11147	2	16	the	the	DET
fcis-11147	2	17	context	context	NOUN
fcis-11147	2	18	of	of	ADP
fcis-11147	2	19	big	big	ADJ
fcis-11147	2	20	data	datum	NOUN
fcis-11147	2	21	jiahao	jiahao	VERB
fcis-11147	2	22	he	he	PRON
fcis-11147	2	23	*	*	PUNCT
fcis-11147	2	24	chongqing	chongqing	PROPN
fcis-11147	2	25	jiaotong	jiaotong	PROPN
fcis-11147	2	26	university	university	PROPN
fcis-11147	2	27	,	,	PUNCT
fcis-11147	2	28	chongqing	chongqing	PROPN
fcis-11147	2	29	,	,	PUNCT
fcis-11147	2	30	china	china	PROPN
fcis-11147	2	31	*	*	PUNCT
fcis-11147	2	32	corresponding	correspond	VERB
fcis-11147	2	33	author	author	NOUN
fcis-11147	2	34	email	email	NOUN
fcis-11147	2	35	:	:	PUNCT
fcis-11147	3	1	biankakiahoo@gmail.com	biankakiahoo@gmail.com	X
fcis-11147	3	2	abstract	abstract	NOUN
fcis-11147	3	3	:	:	PUNCT
fcis-11147	3	4	with	with	ADP
fcis-11147	3	5	the	the	DET
fcis-11147	3	6	rapid	rapid	ADJ
fcis-11147	3	7	development	development	NOUN
fcis-11147	3	8	of	of	ADP
fcis-11147	3	9	information	information	NOUN
fcis-11147	3	10	technology	technology	NOUN
fcis-11147	3	11	,	,	PUNCT
fcis-11147	3	12	big	big	ADJ
fcis-11147	3	13	data	datum	NOUN
fcis-11147	3	14	technology	technology	NOUN
fcis-11147	3	15	has	have	AUX
fcis-11147	3	16	become	become	VERB
fcis-11147	3	17	one	one	NUM
fcis-11147	3	18	of	of	ADP
fcis-11147	3	19	the	the	DET
fcis-11147	3	20	important	important	ADJ
fcis-11147	3	21	pillars	pillar	NOUN
fcis-11147	3	22	of	of	ADP
fcis-11147	3	23	today	today	NOUN
fcis-11147	3	24	's	's	PART
fcis-11147	3	25	society	society	NOUN
fcis-11147	3	26	.	.	PUNCT
fcis-11147	4	1	however	however	ADV
fcis-11147	4	2	,	,	PUNCT
fcis-11147	4	3	the	the	DET
fcis-11147	4	4	wide	wide	ADJ
fcis-11147	4	5	application	application	NOUN
fcis-11147	4	6	of	of	ADP
fcis-11147	4	7	big	big	ADJ
fcis-11147	4	8	data	datum	NOUN
fcis-11147	4	9	has	have	AUX
fcis-11147	4	10	also	also	ADV
fcis-11147	4	11	brought	bring	VERB
fcis-11147	4	12	more	more	ADJ
fcis-11147	4	13	security	security	NOUN
fcis-11147	4	14	threats	threat	NOUN
fcis-11147	4	15	and	and	CCONJ
fcis-11147	4	16	challenges	challenge	NOUN
fcis-11147	4	17	,	,	PUNCT
fcis-11147	4	18	among	among	ADP
fcis-11147	4	19	which	which	PRON
fcis-11147	4	20	computer	computer	NOUN
fcis-11147	4	21	network	network	NOUN
fcis-11147	4	22	security	security	NOUN
fcis-11147	4	23	has	have	AUX
fcis-11147	4	24	become	become	VERB
fcis-11147	4	25	a	a	DET
fcis-11147	4	26	focus	focus	NOUN
fcis-11147	4	27	that	that	PRON
fcis-11147	4	28	needs	need	VERB
fcis-11147	4	29	to	to	PART
fcis-11147	4	30	be	be	AUX
fcis-11147	4	31	solved	solve	VERB
fcis-11147	4	32	urgently	urgently	ADV
fcis-11147	4	33	.	.	PUNCT
fcis-11147	5	1	this	this	DET
fcis-11147	5	2	thesis	thesis	NOUN
fcis-11147	5	3	aims	aim	VERB
fcis-11147	5	4	to	to	PART
fcis-11147	5	5	study	study	VERB
fcis-11147	5	6	the	the	DET
fcis-11147	5	7	current	current	ADJ
fcis-11147	5	8	situation	situation	NOUN
fcis-11147	5	9	and	and	CCONJ
fcis-11147	5	10	challenges	challenge	NOUN
fcis-11147	5	11	of	of	ADP
fcis-11147	5	12	computer	computer	NOUN
fcis-11147	5	13	network	network	NOUN
fcis-11147	5	14	security	security	NOUN
fcis-11147	5	15	in	in	ADP
fcis-11147	5	16	the	the	DET
fcis-11147	5	17	context	context	NOUN
fcis-11147	5	18	of	of	ADP
fcis-11147	5	19	big	big	ADJ
fcis-11147	5	20	data	datum	NOUN
fcis-11147	5	21	,	,	PUNCT
fcis-11147	5	22	analyze	analyze	VERB
fcis-11147	5	23	the	the	DET
fcis-11147	5	24	advantages	advantage	NOUN
fcis-11147	5	25	and	and	CCONJ
fcis-11147	5	26	disadvantages	disadvantage	NOUN
fcis-11147	5	27	of	of	ADP
fcis-11147	5	28	the	the	DET
fcis-11147	5	29	existing	exist	VERB
fcis-11147	5	30	security	security	NOUN
fcis-11147	5	31	measures	measure	NOUN
fcis-11147	5	32	,	,	PUNCT
fcis-11147	5	33	and	and	CCONJ
fcis-11147	5	34	put	put	VERB
fcis-11147	5	35	forward	forward	ADV
fcis-11147	5	36	improvement	improvement	NOUN
fcis-11147	5	37	programs	program	NOUN
fcis-11147	5	38	to	to	PART
fcis-11147	5	39	better	well	ADV
fcis-11147	5	40	protect	protect	VERB
fcis-11147	5	41	computer	computer	NOUN
fcis-11147	5	42	network	network	NOUN
fcis-11147	5	43	security	security	NOUN
fcis-11147	5	44	in	in	ADP
fcis-11147	5	45	the	the	DET
fcis-11147	5	46	era	era	NOUN
fcis-11147	5	47	of	of	ADP
fcis-11147	5	48	big	big	ADJ
fcis-11147	5	49	data	datum	NOUN
fcis-11147	5	50	.	.	PUNCT
fcis-11147	6	1	keywords	keyword	NOUN
fcis-11147	6	2	:	:	PUNCT
fcis-11147	6	3	big	big	ADJ
fcis-11147	6	4	data	datum	NOUN
fcis-11147	6	5	;	;	PUNCT
fcis-11147	6	6	cyber	cyber	ADJ
fcis-11147	6	7	security	security	NOUN
fcis-11147	6	8	;	;	PUNCT
fcis-11147	6	9	importance	importance	NOUN
fcis-11147	6	10	.	.	PUNCT
fcis-11147	7	1	1	1	X
fcis-11147	7	2	.	.	X
fcis-11147	7	3	introduction	introduction	NOUN
fcis-11147	7	4	with	with	ADP
fcis-11147	7	5	the	the	DET
fcis-11147	7	6	rapid	rapid	ADJ
fcis-11147	7	7	development	development	NOUN
fcis-11147	7	8	of	of	ADP
fcis-11147	7	9	information	information	NOUN
fcis-11147	7	10	technology	technology	NOUN
fcis-11147	7	11	and	and	CCONJ
fcis-11147	7	12	the	the	DET
fcis-11147	7	13	arrival	arrival	NOUN
fcis-11147	7	14	of	of	ADP
fcis-11147	7	15	the	the	DET
fcis-11147	7	16	big	big	ADJ
fcis-11147	7	17	data	data	PROPN
fcis-11147	7	18	era	era	NOUN
fcis-11147	7	19	,	,	PUNCT
fcis-11147	7	20	computer	computer	NOUN
fcis-11147	7	21	network	network	NOUN
fcis-11147	7	22	security	security	NOUN
fcis-11147	7	23	issues	issue	NOUN
fcis-11147	7	24	are	be	AUX
fcis-11147	7	25	becoming	become	VERB
fcis-11147	7	26	increasingly	increasingly	ADV
fcis-11147	7	27	prominent	prominent	ADJ
fcis-11147	7	28	.	.	PUNCT
fcis-11147	8	1	network	network	NOUN
fcis-11147	8	2	attacks	attack	NOUN
fcis-11147	8	3	are	be	AUX
fcis-11147	8	4	constantly	constantly	ADV
fcis-11147	8	5	upgrading	upgrade	VERB
fcis-11147	8	6	,	,	PUNCT
fcis-11147	8	7	and	and	CCONJ
fcis-11147	8	8	traditional	traditional	ADJ
fcis-11147	8	9	security	security	NOUN
fcis-11147	8	10	defense	defense	NOUN
fcis-11147	8	11	means	mean	NOUN
fcis-11147	8	12	have	have	AUX
fcis-11147	8	13	been	be	AUX
fcis-11147	8	14	difficult	difficult	ADJ
fcis-11147	8	15	to	to	PART
fcis-11147	8	16	cope	cope	VERB
fcis-11147	8	17	with	with	ADP
fcis-11147	8	18	the	the	DET
fcis-11147	8	19	increasingly	increasingly	ADV
fcis-11147	8	20	complex	complex	ADJ
fcis-11147	8	21	and	and	CCONJ
fcis-11147	8	22	changeable	changeable	ADJ
fcis-11147	8	23	threats	threat	NOUN
fcis-11147	8	24	.	.	PUNCT
fcis-11147	9	1	in	in	ADP
fcis-11147	9	2	such	such	DET
fcis-11147	9	3	a	a	DET
fcis-11147	9	4	context	context	NOUN
fcis-11147	9	5	,	,	PUNCT
fcis-11147	9	6	the	the	DET
fcis-11147	9	7	construction	construction	NOUN
fcis-11147	9	8	of	of	ADP
fcis-11147	9	9	a	a	DET
fcis-11147	9	10	more	more	ADV
fcis-11147	9	11	efficient	efficient	ADJ
fcis-11147	9	12	and	and	CCONJ
fcis-11147	9	13	intelligent	intelligent	ADJ
fcis-11147	9	14	network	network	NOUN
fcis-11147	9	15	security	security	NOUN
fcis-11147	9	16	defense	defense	NOUN
fcis-11147	9	17	system	system	NOUN
fcis-11147	9	18	has	have	AUX
fcis-11147	9	19	become	become	VERB
fcis-11147	9	20	an	an	DET
fcis-11147	9	21	urgent	urgent	ADJ
fcis-11147	9	22	problem	problem	NOUN
fcis-11147	9	23	to	to	PART
fcis-11147	9	24	be	be	AUX
fcis-11147	9	25	solved	solve	VERB
fcis-11147	9	26	.	.	PUNCT
fcis-11147	10	1	this	this	DET
fcis-11147	10	2	dissertation	dissertation	NOUN
fcis-11147	10	3	aims	aim	VERB
fcis-11147	10	4	to	to	PART
fcis-11147	10	5	explore	explore	VERB
fcis-11147	10	6	the	the	DET
fcis-11147	10	7	research	research	NOUN
fcis-11147	10	8	related	relate	VERB
fcis-11147	10	9	to	to	ADP
fcis-11147	10	10	computer	computer	NOUN
fcis-11147	10	11	network	network	NOUN
fcis-11147	10	12	security	security	NOUN
fcis-11147	10	13	prevention	prevention	NOUN
fcis-11147	10	14	in	in	ADP
fcis-11147	10	15	the	the	DET
fcis-11147	10	16	context	context	NOUN
fcis-11147	10	17	of	of	ADP
fcis-11147	10	18	big	big	ADJ
fcis-11147	10	19	data	datum	NOUN
fcis-11147	10	20	,	,	PUNCT
fcis-11147	10	21	with	with	ADP
fcis-11147	10	22	a	a	DET
fcis-11147	10	23	special	special	ADJ
fcis-11147	10	24	focus	focus	NOUN
fcis-11147	10	25	on	on	ADP
fcis-11147	10	26	the	the	DET
fcis-11147	10	27	application	application	NOUN
fcis-11147	10	28	of	of	ADP
fcis-11147	10	29	big	big	ADJ
fcis-11147	10	30	data	datum	NOUN
fcis-11147	10	31	analytics	analytic	NOUN
fcis-11147	10	32	technology	technology	NOUN
fcis-11147	10	33	in	in	ADP
fcis-11147	10	34	network	network	NOUN
fcis-11147	10	35	security	security	NOUN
fcis-11147	10	36	,	,	PUNCT
fcis-11147	10	37	as	as	ADV
fcis-11147	10	38	well	well	ADV
fcis-11147	10	39	as	as	ADP
fcis-11147	10	40	the	the	DET
fcis-11147	10	41	intelligent	intelligent	ADJ
fcis-11147	10	42	security	security	NOUN
fcis-11147	10	43	monitoring	monitoring	NOUN
fcis-11147	10	44	and	and	CCONJ
fcis-11147	10	45	response	response	NOUN
fcis-11147	10	46	system	system	NOUN
fcis-11147	10	47	based	base	VERB
fcis-11147	10	48	on	on	ADP
fcis-11147	10	49	artificial	artificial	ADJ
fcis-11147	10	50	intelligence	intelligence	NOUN
fcis-11147	10	51	,	,	PUNCT
fcis-11147	10	52	and	and	CCONJ
fcis-11147	10	53	also	also	ADV
fcis-11147	10	54	on	on	ADP
fcis-11147	10	55	encryption	encryption	NOUN
fcis-11147	10	56	algorithms	algorithm	NOUN
fcis-11147	10	57	for	for	ADP
fcis-11147	10	58	enhanced	enhanced	ADJ
fcis-11147	10	59	data	data	PROPN
fcis-11147	10	60	privacy	privacy	NOUN
fcis-11147	10	61	protection	protection	NOUN
fcis-11147	10	62	.	.	PUNCT
fcis-11147	11	1	this	this	DET
fcis-11147	11	2	thesis	thesis	NOUN
fcis-11147	11	3	aims	aim	VERB
fcis-11147	11	4	to	to	PART
fcis-11147	11	5	provide	provide	VERB
fcis-11147	11	6	a	a	DET
fcis-11147	11	7	comprehensive	comprehensive	ADJ
fcis-11147	11	8	and	and	CCONJ
fcis-11147	11	9	in	in	ADP
fcis-11147	11	10	-	-	PUNCT
fcis-11147	11	11	depth	depth	NOUN
fcis-11147	11	12	perspective	perspective	NOUN
fcis-11147	11	13	on	on	ADP
fcis-11147	11	14	the	the	DET
fcis-11147	11	15	new	new	ADJ
fcis-11147	11	16	trends	trend	NOUN
fcis-11147	11	17	and	and	CCONJ
fcis-11147	11	18	methods	method	NOUN
fcis-11147	11	19	of	of	ADP
fcis-11147	11	20	computer	computer	NOUN
fcis-11147	11	21	network	network	NOUN
fcis-11147	11	22	security	security	NOUN
fcis-11147	11	23	prevention	prevention	NOUN
fcis-11147	11	24	in	in	ADP
fcis-11147	11	25	the	the	DET
fcis-11147	11	26	context	context	NOUN
fcis-11147	11	27	of	of	ADP
fcis-11147	11	28	big	big	ADJ
fcis-11147	11	29	data	datum	NOUN
fcis-11147	11	30	.	.	PUNCT
fcis-11147	12	1	through	through	ADP
fcis-11147	12	2	the	the	DET
fcis-11147	12	3	comprehensive	comprehensive	ADJ
fcis-11147	12	4	use	use	NOUN
fcis-11147	12	5	of	of	ADP
fcis-11147	12	6	big	big	ADJ
fcis-11147	12	7	data	datum	NOUN
fcis-11147	12	8	analysis	analysis	NOUN
fcis-11147	12	9	technology	technology	NOUN
fcis-11147	12	10	,	,	PUNCT
fcis-11147	12	11	artificial	artificial	ADJ
fcis-11147	12	12	intelligence	intelligence	NOUN
fcis-11147	12	13	algorithms	algorithm	NOUN
fcis-11147	12	14	and	and	CCONJ
fcis-11147	12	15	encryption	encryption	NOUN
fcis-11147	12	16	algorithms	algorithm	NOUN
fcis-11147	12	17	for	for	ADP
fcis-11147	12	18	enhanced	enhanced	ADJ
fcis-11147	12	19	data	data	PROPN
fcis-11147	12	20	privacy	privacy	NOUN
fcis-11147	12	21	protection	protection	NOUN
fcis-11147	12	22	,	,	PUNCT
fcis-11147	12	23	we	we	PRON
fcis-11147	12	24	can	can	AUX
fcis-11147	12	25	establish	establish	VERB
fcis-11147	12	26	a	a	DET
fcis-11147	12	27	more	more	ADV
fcis-11147	12	28	powerful	powerful	ADJ
fcis-11147	12	29	and	and	CCONJ
fcis-11147	12	30	intelligent	intelligent	ADJ
fcis-11147	12	31	network	network	NOUN
fcis-11147	12	32	security	security	NOUN
fcis-11147	12	33	defense	defense	NOUN
fcis-11147	12	34	system	system	NOUN
fcis-11147	12	35	to	to	PART
fcis-11147	12	36	provide	provide	VERB
fcis-11147	12	37	strong	strong	ADJ
fcis-11147	12	38	support	support	NOUN
fcis-11147	12	39	for	for	ADP
fcis-11147	12	40	the	the	DET
fcis-11147	12	41	robust	robust	ADJ
fcis-11147	12	42	development	development	NOUN
fcis-11147	12	43	of	of	ADP
fcis-11147	12	44	network	network	NOUN
fcis-11147	12	45	security	security	NOUN
fcis-11147	12	46	.	.	PUNCT
fcis-11147	13	1	in	in	ADP
fcis-11147	13	2	the	the	DET
fcis-11147	13	3	future	future	ADJ
fcis-11147	13	4	research	research	NOUN
fcis-11147	13	5	and	and	CCONJ
fcis-11147	13	6	practice	practice	NOUN
fcis-11147	13	7	of	of	ADP
fcis-11147	13	8	network	network	NOUN
fcis-11147	13	9	security	security	NOUN
fcis-11147	13	10	,	,	PUNCT
fcis-11147	13	11	the	the	DET
fcis-11147	13	12	content	content	NOUN
fcis-11147	13	13	provided	provide	VERB
fcis-11147	13	14	in	in	ADP
fcis-11147	13	15	this	this	DET
fcis-11147	13	16	paper	paper	NOUN
fcis-11147	13	17	will	will	AUX
fcis-11147	13	18	have	have	VERB
fcis-11147	13	19	a	a	DET
fcis-11147	13	20	positive	positive	ADJ
fcis-11147	13	21	impact	impact	NOUN
fcis-11147	13	22	on	on	ADP
fcis-11147	13	23	the	the	DET
fcis-11147	13	24	innovation	innovation	NOUN
fcis-11147	13	25	and	and	CCONJ
fcis-11147	13	26	development	development	NOUN
fcis-11147	13	27	of	of	ADP
fcis-11147	13	28	network	network	NOUN
fcis-11147	13	29	security	security	NOUN
fcis-11147	13	30	technology	technology	NOUN
fcis-11147	13	31	.	.	PUNCT
fcis-11147	14	1	2	2	X
fcis-11147	14	2	.	.	X
fcis-11147	14	3	the	the	DET
fcis-11147	14	4	application	application	NOUN
fcis-11147	14	5	of	of	ADP
fcis-11147	14	6	big	big	ADJ
fcis-11147	14	7	data	datum	NOUN
fcis-11147	14	8	analysis	analysis	NOUN
fcis-11147	14	9	in	in	ADP
fcis-11147	14	10	network	network	NOUN
fcis-11147	14	11	security	security	NOUN
fcis-11147	14	12	2.1	2.1	NUM
fcis-11147	14	13	.	.	PUNCT
fcis-11147	15	1	application	application	NOUN
fcis-11147	15	2	of	of	ADP
fcis-11147	15	3	big	big	ADJ
fcis-11147	15	4	data	datum	NOUN
fcis-11147	15	5	analytics	analytic	NOUN
fcis-11147	15	6	in	in	ADP
fcis-11147	15	7	intrusion	intrusion	NOUN
fcis-11147	15	8	detection	detection	NOUN
fcis-11147	15	9	intrusion	intrusion	NOUN
fcis-11147	15	10	detection	detection	NOUN
fcis-11147	15	11	system	system	NOUN
fcis-11147	15	12	(	(	PUNCT
fcis-11147	15	13	ids	id	NOUN
fcis-11147	15	14	)	)	PUNCT
fcis-11147	15	15	is	be	AUX
fcis-11147	15	16	an	an	DET
fcis-11147	15	17	important	important	ADJ
fcis-11147	15	18	part	part	NOUN
fcis-11147	15	19	of	of	ADP
fcis-11147	15	20	computer	computer	NOUN
fcis-11147	15	21	network	network	NOUN
fcis-11147	15	22	security	security	NOUN
fcis-11147	15	23	,	,	PUNCT
fcis-11147	15	24	used	use	VERB
fcis-11147	15	25	to	to	PART
fcis-11147	15	26	monitor	monitor	VERB
fcis-11147	15	27	and	and	CCONJ
fcis-11147	15	28	identify	identify	VERB
fcis-11147	15	29	abnormal	abnormal	ADJ
fcis-11147	15	30	behavior	behavior	NOUN
fcis-11147	15	31	and	and	CCONJ
fcis-11147	15	32	potential	potential	ADJ
fcis-11147	15	33	attacks	attack	NOUN
fcis-11147	15	34	in	in	ADP
fcis-11147	15	35	the	the	DET
fcis-11147	15	36	network	network	NOUN
fcis-11147	15	37	.	.	PUNCT
fcis-11147	16	1	in	in	ADP
fcis-11147	16	2	the	the	DET
fcis-11147	16	3	context	context	NOUN
fcis-11147	16	4	of	of	ADP
fcis-11147	16	5	big	big	ADJ
fcis-11147	16	6	data	datum	NOUN
fcis-11147	16	7	,	,	PUNCT
fcis-11147	16	8	traditional	traditional	ADJ
fcis-11147	16	9	idss	idss	NOUN
fcis-11147	16	10	may	may	AUX
fcis-11147	16	11	face	face	VERB
fcis-11147	16	12	the	the	DET
fcis-11147	16	13	challenge	challenge	NOUN
fcis-11147	16	14	of	of	ADP
fcis-11147	16	15	dealing	deal	VERB
fcis-11147	16	16	with	with	ADP
fcis-11147	16	17	massive	massive	ADJ
fcis-11147	16	18	data	datum	NOUN
fcis-11147	16	19	and	and	CCONJ
fcis-11147	16	20	highly	highly	ADV
fcis-11147	16	21	complex	complex	ADJ
fcis-11147	16	22	network	network	NOUN
fcis-11147	16	23	environments	environment	NOUN
fcis-11147	16	24	.	.	PUNCT
fcis-11147	17	1	therefore	therefore	ADV
fcis-11147	17	2	,	,	PUNCT
fcis-11147	17	3	the	the	DET
fcis-11147	17	4	enhancement	enhancement	NOUN
fcis-11147	17	5	and	and	CCONJ
fcis-11147	17	6	optimization	optimization	NOUN
fcis-11147	17	7	of	of	ADP
fcis-11147	17	8	intrusion	intrusion	NOUN
fcis-11147	17	9	detection	detection	NOUN
fcis-11147	17	10	using	use	VERB
fcis-11147	17	11	big	big	ADJ
fcis-11147	17	12	data	datum	NOUN
fcis-11147	17	13	analytics	analytic	NOUN
fcis-11147	17	14	has	have	AUX
fcis-11147	17	15	become	become	VERB
fcis-11147	17	16	an	an	DET
fcis-11147	17	17	important	important	ADJ
fcis-11147	17	18	research	research	NOUN
fcis-11147	17	19	direction	direction	NOUN
fcis-11147	17	20	.	.	PUNCT
fcis-11147	18	1	2.1.1	2.1.1	X
fcis-11147	18	2	.	.	X
fcis-11147	18	3	log	log	VERB
fcis-11147	18	4	analysis	analysis	NOUN
fcis-11147	18	5	in	in	ADP
fcis-11147	18	6	the	the	DET
fcis-11147	18	7	big	big	ADJ
fcis-11147	18	8	data	datum	NOUN
fcis-11147	18	9	environment	environment	NOUN
fcis-11147	18	10	,	,	PUNCT
fcis-11147	18	11	the	the	DET
fcis-11147	18	12	amount	amount	NOUN
fcis-11147	18	13	of	of	ADP
fcis-11147	18	14	log	log	NOUN
fcis-11147	18	15	data	datum	NOUN
fcis-11147	18	16	generated	generate	VERB
fcis-11147	18	17	by	by	ADP
fcis-11147	18	18	network	network	NOUN
fcis-11147	18	19	devices	device	NOUN
fcis-11147	18	20	and	and	CCONJ
fcis-11147	18	21	systems	system	NOUN
fcis-11147	18	22	is	be	AUX
fcis-11147	18	23	huge	huge	ADJ
fcis-11147	18	24	,	,	PUNCT
fcis-11147	18	25	and	and	CCONJ
fcis-11147	18	26	traditional	traditional	ADJ
fcis-11147	18	27	ids	id	NOUN
fcis-11147	18	28	is	be	AUX
fcis-11147	18	29	often	often	ADV
fcis-11147	18	30	difficult	difficult	ADJ
fcis-11147	18	31	to	to	PART
fcis-11147	18	32	process	process	VERB
fcis-11147	18	33	and	and	CCONJ
fcis-11147	18	34	analyze	analyze	VERB
fcis-11147	18	35	this	this	DET
fcis-11147	18	36	data	datum	NOUN
fcis-11147	18	37	effectively	effectively	ADV
fcis-11147	18	38	.	.	PUNCT
fcis-11147	19	1	by	by	ADP
fcis-11147	19	2	applying	apply	VERB
fcis-11147	19	3	big	big	ADJ
fcis-11147	19	4	data	datum	NOUN
fcis-11147	19	5	analysis	analysis	NOUN
fcis-11147	19	6	technology	technology	NOUN
fcis-11147	19	7	,	,	PUNCT
fcis-11147	19	8	large	large	ADJ
fcis-11147	19	9	-	-	PUNCT
fcis-11147	19	10	scale	scale	NOUN
fcis-11147	19	11	log	log	NOUN
fcis-11147	19	12	data	datum	NOUN
fcis-11147	19	13	can	can	AUX
fcis-11147	19	14	be	be	AUX
fcis-11147	19	15	analyzed	analyze	VERB
fcis-11147	19	16	in	in	ADP
fcis-11147	19	17	real	real	ADJ
fcis-11147	19	18	time	time	NOUN
fcis-11147	19	19	or	or	CCONJ
fcis-11147	19	20	offline	offline	ADJ
fcis-11147	19	21	,	,	PUNCT
fcis-11147	19	22	from	from	ADP
fcis-11147	19	23	which	which	PRON
fcis-11147	19	24	abnormal	abnormal	ADJ
fcis-11147	19	25	patterns	pattern	NOUN
fcis-11147	19	26	and	and	CCONJ
fcis-11147	19	27	abnormal	abnormal	ADJ
fcis-11147	19	28	behaviors	behavior	NOUN
fcis-11147	19	29	can	can	AUX
fcis-11147	19	30	be	be	AUX
fcis-11147	19	31	extracted	extract	VERB
fcis-11147	19	32	,	,	PUNCT
fcis-11147	19	33	helping	help	VERB
fcis-11147	19	34	to	to	PART
fcis-11147	19	35	quickly	quickly	ADV
fcis-11147	19	36	discover	discover	VERB
fcis-11147	19	37	potential	potential	ADJ
fcis-11147	19	38	intrusion	intrusion	NOUN
fcis-11147	19	39	threats	threat	NOUN
fcis-11147	19	40	.	.	PUNCT
fcis-11147	20	1	2.1.2	2.1.2	X
fcis-11147	20	2	.	.	PUNCT
fcis-11147	20	3	behavioral	behavioral	ADJ
fcis-11147	20	4	analysis	analysis	NOUN
fcis-11147	20	5	big	big	ADJ
fcis-11147	20	6	data	datum	NOUN
fcis-11147	20	7	analytics	analytic	NOUN
fcis-11147	20	8	can	can	AUX
fcis-11147	20	9	build	build	VERB
fcis-11147	20	10	models	model	NOUN
fcis-11147	20	11	based	base	VERB
fcis-11147	20	12	on	on	ADP
fcis-11147	20	13	user	user	NOUN
fcis-11147	20	14	and	and	CCONJ
fcis-11147	20	15	device	device	NOUN
fcis-11147	20	16	behavioral	behavioral	ADJ
fcis-11147	20	17	data	datum	NOUN
fcis-11147	20	18	and	and	CCONJ
fcis-11147	20	19	identify	identify	VERB
fcis-11147	20	20	abnormal	abnormal	ADJ
fcis-11147	20	21	behaviors	behavior	NOUN
fcis-11147	20	22	that	that	PRON
fcis-11147	20	23	do	do	AUX
fcis-11147	20	24	not	not	PART
fcis-11147	20	25	conform	conform	VERB
fcis-11147	20	26	to	to	ADP
fcis-11147	20	27	normal	normal	ADJ
fcis-11147	20	28	behavioral	behavioral	ADJ
fcis-11147	20	29	patterns	pattern	NOUN
fcis-11147	20	30	.	.	PUNCT
fcis-11147	21	1	through	through	ADP
fcis-11147	21	2	indepth	indepth	ADJ
fcis-11147	21	3	analysis	analysis	NOUN
fcis-11147	21	4	of	of	ADP
fcis-11147	21	5	network	network	NOUN
fcis-11147	21	6	traffic	traffic	NOUN
fcis-11147	21	7	,	,	PUNCT
fcis-11147	21	8	application	application	NOUN
fcis-11147	21	9	usage	usage	NOUN
fcis-11147	21	10	,	,	PUNCT
fcis-11147	21	11	and	and	CCONJ
fcis-11147	21	12	user	user	NOUN
fcis-11147	21	13	behavior	behavior	NOUN
fcis-11147	21	14	,	,	PUNCT
fcis-11147	21	15	intrusions	intrusion	NOUN
fcis-11147	21	16	can	can	AUX
fcis-11147	21	17	be	be	AUX
fcis-11147	21	18	more	more	ADV
fcis-11147	21	19	accurately	accurately	ADV
fcis-11147	21	20	detected	detect	VERB
fcis-11147	21	21	,	,	PUNCT
fcis-11147	21	22	including	include	VERB
fcis-11147	21	23	attacks	attack	NOUN
fcis-11147	21	24	with	with	ADP
fcis-11147	21	25	unknown	unknown	ADJ
fcis-11147	21	26	,	,	PUNCT
fcis-11147	21	27	zero	zero	NUM
fcis-11147	21	28	-	-	PUNCT
fcis-11147	21	29	day	day	NOUN
fcis-11147	21	30	vulnerabilities	vulnerability	NOUN
fcis-11147	21	31	.	.	PUNCT
fcis-11147	22	1	2.1.3	2.1.3	X
fcis-11147	22	2	.	.	PUNCT
fcis-11147	22	3	threat	threat	NOUN
fcis-11147	22	4	intelligence	intelligence	NOUN
fcis-11147	22	5	analysis	analysis	NOUN
fcis-11147	22	6	big	big	ADJ
fcis-11147	22	7	data	datum	NOUN
fcis-11147	22	8	analysis	analysis	NOUN
fcis-11147	22	9	can	can	AUX
fcis-11147	22	10	integrate	integrate	VERB
fcis-11147	22	11	threat	threat	NOUN
fcis-11147	22	12	intelligence	intelligence	NOUN
fcis-11147	22	13	data	datum	NOUN
fcis-11147	22	14	from	from	ADP
fcis-11147	22	15	different	different	ADJ
fcis-11147	22	16	sources	source	NOUN
fcis-11147	22	17	,	,	PUNCT
fcis-11147	22	18	including	include	VERB
fcis-11147	22	19	hacker	hacker	NOUN
fcis-11147	22	20	forums	forum	NOUN
fcis-11147	22	21	,	,	PUNCT
fcis-11147	22	22	vulnerability	vulnerability	NOUN
fcis-11147	22	23	information	information	NOUN
fcis-11147	22	24	,	,	PUNCT
fcis-11147	22	25	malware	malware	NOUN
fcis-11147	22	26	samples	sample	NOUN
fcis-11147	22	27	,	,	PUNCT
fcis-11147	22	28	etc	etc	X
fcis-11147	22	29	.	.	X
fcis-11147	22	30	,	,	PUNCT
fcis-11147	22	31	to	to	PART
fcis-11147	22	32	form	form	VERB
fcis-11147	22	33	a	a	DET
fcis-11147	22	34	comprehensive	comprehensive	ADJ
fcis-11147	22	35	threat	threat	NOUN
fcis-11147	22	36	intelligence	intelligence	NOUN
fcis-11147	22	37	database	database	NOUN
fcis-11147	22	38	.	.	PUNCT
fcis-11147	23	1	by	by	ADP
fcis-11147	23	2	correlating	correlate	VERB
fcis-11147	23	3	and	and	CCONJ
fcis-11147	23	4	analyzing	analyze	VERB
fcis-11147	23	5	with	with	ADP
fcis-11147	23	6	real	real	ADJ
fcis-11147	23	7	-	-	PUNCT
fcis-11147	23	8	time	time	NOUN
fcis-11147	23	9	network	network	NOUN
fcis-11147	23	10	traffic	traffic	NOUN
fcis-11147	23	11	and	and	CCONJ
fcis-11147	23	12	event	event	NOUN
fcis-11147	23	13	data	datum	NOUN
fcis-11147	23	14	,	,	PUNCT
fcis-11147	23	15	potential	potential	ADJ
fcis-11147	23	16	threats	threat	NOUN
fcis-11147	23	17	can	can	AUX
fcis-11147	23	18	be	be	AUX
fcis-11147	23	19	detected	detect	VERB
fcis-11147	23	20	earlier	early	ADV
fcis-11147	23	21	and	and	CCONJ
fcis-11147	23	22	the	the	DET
fcis-11147	23	23	detection	detection	NOUN
fcis-11147	23	24	accuracy	accuracy	NOUN
fcis-11147	23	25	and	and	CCONJ
fcis-11147	23	26	realtime	realtime	ADJ
fcis-11147	23	27	performance	performance	NOUN
fcis-11147	23	28	of	of	ADP
fcis-11147	23	29	ids	id	NOUN
fcis-11147	23	30	can	can	AUX
fcis-11147	23	31	be	be	AUX
fcis-11147	23	32	improved	improve	VERB
fcis-11147	23	33	.	.	PUNCT
fcis-11147	24	1	2.1.4	2.1.4	X
fcis-11147	24	2	.	.	PUNCT
fcis-11147	24	3	data	datum	NOUN
fcis-11147	24	4	mining	mining	NOUN
fcis-11147	24	5	technology	technology	NOUN
fcis-11147	24	6	in	in	ADP
fcis-11147	24	7	the	the	DET
fcis-11147	24	8	big	big	ADJ
fcis-11147	24	9	data	datum	NOUN
fcis-11147	24	10	environment	environment	NOUN
fcis-11147	24	11	,	,	PUNCT
fcis-11147	24	12	traditional	traditional	ADJ
fcis-11147	24	13	rule	rule	NOUN
fcis-11147	24	14	and	and	CCONJ
fcis-11147	24	15	signaturebased	signaturebase	VERB
fcis-11147	24	16	intrusion	intrusion	NOUN
fcis-11147	24	17	detection	detection	NOUN
fcis-11147	24	18	methods	method	NOUN
fcis-11147	24	19	may	may	AUX
fcis-11147	24	20	not	not	PART
fcis-11147	24	21	be	be	AUX
fcis-11147	24	22	able	able	ADJ
fcis-11147	24	23	to	to	PART
fcis-11147	24	24	cover	cover	VERB
fcis-11147	24	25	all	all	DET
fcis-11147	24	26	intrusion	intrusion	NOUN
fcis-11147	24	27	scenarios	scenario	NOUN
fcis-11147	24	28	.	.	PUNCT
fcis-11147	25	1	data	datum	NOUN
fcis-11147	25	2	mining	mining	NOUN
fcis-11147	25	3	technology	technology	NOUN
fcis-11147	25	4	can	can	AUX
fcis-11147	25	5	mine	mine	VERB
fcis-11147	25	6	potential	potential	ADJ
fcis-11147	25	7	patterns	pattern	NOUN
fcis-11147	25	8	and	and	CCONJ
fcis-11147	25	9	association	association	NOUN
fcis-11147	25	10	rules	rule	NOUN
fcis-11147	25	11	in	in	ADP
fcis-11147	25	12	massive	massive	ADJ
fcis-11147	25	13	data	datum	NOUN
fcis-11147	25	14	to	to	PART
fcis-11147	25	15	help	help	VERB
fcis-11147	25	16	discover	discover	VERB
fcis-11147	25	17	new	new	ADJ
fcis-11147	25	18	types	type	NOUN
fcis-11147	25	19	of	of	ADP
fcis-11147	25	20	attacks	attack	NOUN
fcis-11147	25	21	and	and	CCONJ
fcis-11147	25	22	anomalous	anomalous	ADJ
fcis-11147	25	23	behaviors	behavior	NOUN
fcis-11147	25	24	,	,	PUNCT
fcis-11147	25	25	thus	thus	ADV
fcis-11147	25	26	improving	improve	VERB
fcis-11147	25	27	the	the	DET
fcis-11147	25	28	coverage	coverage	NOUN
fcis-11147	25	29	and	and	CCONJ
fcis-11147	25	30	accuracy	accuracy	NOUN
fcis-11147	25	31	of	of	ADP
fcis-11147	25	32	intrusion	intrusion	NOUN
fcis-11147	25	33	detection	detection	NOUN
fcis-11147	25	34	.	.	PUNCT
fcis-11147	26	1	2.1.5	2.1.5	NUM
fcis-11147	26	2	.	.	PUNCT
fcis-11147	26	3	machine	machine	NOUN
fcis-11147	26	4	learning	learn	VERB
fcis-11147	26	5	algorithms	algorithm	NOUN
fcis-11147	26	6	machine	machine	NOUN
fcis-11147	26	7	learning	learning	NOUN
fcis-11147	26	8	plays	play	VERB
fcis-11147	26	9	an	an	DET
fcis-11147	26	10	important	important	ADJ
fcis-11147	26	11	role	role	NOUN
fcis-11147	26	12	in	in	ADP
fcis-11147	26	13	big	big	ADJ
fcis-11147	26	14	data	datum	NOUN
fcis-11147	26	15	analytics	analytic	NOUN
fcis-11147	26	16	and	and	CCONJ
fcis-11147	26	17	is	be	AUX
fcis-11147	26	18	particularly	particularly	ADV
fcis-11147	26	19	applicable	applicable	ADJ
fcis-11147	26	20	to	to	ADP
fcis-11147	26	21	intrusion	intrusion	NOUN
fcis-11147	26	22	detection	detection	NOUN
fcis-11147	26	23	.	.	PUNCT
fcis-11147	27	1	with	with	ADP
fcis-11147	27	2	training	training	NOUN
fcis-11147	27	3	datasets	dataset	NOUN
fcis-11147	27	4	,	,	PUNCT
fcis-11147	27	5	machine	machine	NOUN
fcis-11147	27	6	learning	learn	VERB
fcis-11147	27	7	algorithms	algorithm	NOUN
fcis-11147	27	8	can	can	AUX
fcis-11147	27	9	learn	learn	VERB
fcis-11147	27	10	the	the	DET
fcis-11147	27	11	normal	normal	ADJ
fcis-11147	27	12	behavioral	behavioral	ADJ
fcis-11147	27	13	patterns	pattern	NOUN
fcis-11147	27	14	of	of	ADP
fcis-11147	27	15	the	the	DET
fcis-11147	27	16	network	network	NOUN
fcis-11147	27	17	and	and	CCONJ
fcis-11147	27	18	automatically	automatically	ADV
fcis-11147	27	19	identify	identify	VERB
fcis-11147	27	20	abnormal	abnormal	ADJ
fcis-11147	27	21	and	and	CCONJ
fcis-11147	27	22	malicious	malicious	ADJ
fcis-11147	27	23	behaviors	behavior	NOUN
fcis-11147	27	24	.	.	PUNCT
fcis-11147	28	1	over	over	ADP
fcis-11147	28	2	time	time	NOUN
fcis-11147	28	3	,	,	PUNCT
fcis-11147	28	4	machine	machine	NOUN
fcis-11147	28	5	learning	learning	NOUN
fcis-11147	28	6	models	model	NOUN
fcis-11147	28	7	can	can	AUX
fcis-11147	28	8	also	also	ADV
fcis-11147	28	9	adaptively	adaptively	ADV
fcis-11147	28	10	adjust	adjust	VERB
fcis-11147	28	11	to	to	ADP
fcis-11147	28	12	changing	change	VERB
fcis-11147	28	13	means	mean	NOUN
fcis-11147	28	14	of	of	ADP
fcis-11147	28	15	intrusion	intrusion	NOUN
fcis-11147	28	16	.	.	PUNCT
fcis-11147	29	1	2.1.6	2.1.6	X
fcis-11147	29	2	.	.	PROPN
fcis-11147	29	3	distributed	distribute	VERB
fcis-11147	29	4	computing	compute	VERB
fcis-11147	29	5	big	big	ADJ
fcis-11147	29	6	data	datum	NOUN
fcis-11147	29	7	analytics	analytic	NOUN
fcis-11147	29	8	typically	typically	ADV
fcis-11147	29	9	involves	involve	VERB
fcis-11147	29	10	distributed	distribute	VERB
fcis-11147	29	11	computing	compute	VERB
fcis-11147	29	12	79	79	NUM
fcis-11147	29	13	techniques	technique	NOUN
fcis-11147	29	14	to	to	PART
fcis-11147	29	15	handle	handle	VERB
fcis-11147	29	16	massive	massive	ADJ
fcis-11147	29	17	amounts	amount	NOUN
fcis-11147	29	18	of	of	ADP
fcis-11147	29	19	network	network	NOUN
fcis-11147	29	20	data	datum	NOUN
fcis-11147	29	21	.	.	PUNCT
fcis-11147	30	1	by	by	ADP
fcis-11147	30	2	distributing	distribute	VERB
fcis-11147	30	3	intrusion	intrusion	NOUN
fcis-11147	30	4	detection	detection	NOUN
fcis-11147	30	5	tasks	task	NOUN
fcis-11147	30	6	to	to	ADP
fcis-11147	30	7	multiple	multiple	ADJ
fcis-11147	30	8	nodes	node	NOUN
fcis-11147	30	9	for	for	ADP
fcis-11147	30	10	parallel	parallel	ADJ
fcis-11147	30	11	processing	processing	NOUN
fcis-11147	30	12	,	,	PUNCT
fcis-11147	30	13	detection	detection	NOUN
fcis-11147	30	14	speed	speed	NOUN
fcis-11147	30	15	can	can	AUX
fcis-11147	30	16	be	be	AUX
fcis-11147	30	17	accelerated	accelerate	VERB
fcis-11147	30	18	and	and	CCONJ
fcis-11147	30	19	system	system	NOUN
fcis-11147	30	20	scalability	scalability	NOUN
fcis-11147	30	21	can	can	AUX
fcis-11147	30	22	be	be	AUX
fcis-11147	30	23	improved	improve	VERB
fcis-11147	30	24	.	.	PUNCT
fcis-11147	31	1	in	in	ADP
fcis-11147	31	2	summary	summary	NOUN
fcis-11147	31	3	,	,	PUNCT
fcis-11147	31	4	the	the	DET
fcis-11147	31	5	application	application	NOUN
fcis-11147	31	6	of	of	ADP
fcis-11147	31	7	big	big	ADJ
fcis-11147	31	8	data	datum	NOUN
fcis-11147	31	9	analytics	analytic	NOUN
fcis-11147	31	10	in	in	ADP
fcis-11147	31	11	intrusion	intrusion	NOUN
fcis-11147	31	12	detection	detection	NOUN
fcis-11147	31	13	can	can	AUX
fcis-11147	31	14	enhance	enhance	VERB
fcis-11147	31	15	the	the	DET
fcis-11147	31	16	detection	detection	NOUN
fcis-11147	31	17	capability	capability	NOUN
fcis-11147	31	18	of	of	ADP
fcis-11147	31	19	ids	id	NOUN
fcis-11147	31	20	and	and	CCONJ
fcis-11147	31	21	improve	improve	VERB
fcis-11147	31	22	the	the	DET
fcis-11147	31	23	accuracy	accuracy	NOUN
fcis-11147	31	24	and	and	CCONJ
fcis-11147	31	25	real	real	ADJ
fcis-11147	31	26	-	-	PUNCT
fcis-11147	31	27	time	time	NOUN
fcis-11147	31	28	nature	nature	NOUN
fcis-11147	31	29	of	of	ADP
fcis-11147	31	30	intrusion	intrusion	NOUN
fcis-11147	31	31	detection	detection	NOUN
fcis-11147	31	32	.	.	PUNCT
fcis-11147	32	1	through	through	ADP
fcis-11147	32	2	the	the	DET
fcis-11147	32	3	comprehensive	comprehensive	ADJ
fcis-11147	32	4	application	application	NOUN
fcis-11147	32	5	of	of	ADP
fcis-11147	32	6	log	log	NOUN
fcis-11147	32	7	analysis	analysis	NOUN
fcis-11147	32	8	,	,	PUNCT
fcis-11147	32	9	behavioral	behavioral	ADJ
fcis-11147	32	10	analysis	analysis	NOUN
fcis-11147	32	11	,	,	PUNCT
fcis-11147	32	12	threat	threat	NOUN
fcis-11147	32	13	intelligence	intelligence	NOUN
fcis-11147	32	14	analysis	analysis	NOUN
fcis-11147	32	15	,	,	PUNCT
fcis-11147	32	16	data	data	NOUN
fcis-11147	32	17	mining	mining	NOUN
fcis-11147	32	18	technology	technology	NOUN
fcis-11147	32	19	,	,	PUNCT
fcis-11147	32	20	machine	machine	NOUN
fcis-11147	32	21	learning	learn	VERB
fcis-11147	32	22	algorithms	algorithm	NOUN
fcis-11147	32	23	and	and	CCONJ
fcis-11147	32	24	distributed	distribute	VERB
fcis-11147	32	25	computing	computing	NOUN
fcis-11147	32	26	,	,	PUNCT
fcis-11147	32	27	the	the	DET
fcis-11147	32	28	abnormal	abnormal	ADJ
fcis-11147	32	29	and	and	CCONJ
fcis-11147	32	30	invasive	invasive	ADJ
fcis-11147	32	31	behavior	behavior	NOUN
fcis-11147	32	32	in	in	ADP
fcis-11147	32	33	the	the	DET
fcis-11147	32	34	network	network	NOUN
fcis-11147	32	35	can	can	AUX
fcis-11147	32	36	be	be	AUX
fcis-11147	32	37	better	well	ADV
fcis-11147	32	38	discovered	discover	VERB
fcis-11147	32	39	,	,	PUNCT
fcis-11147	32	40	so	so	SCONJ
fcis-11147	32	41	that	that	SCONJ
fcis-11147	32	42	corresponding	correspond	VERB
fcis-11147	32	43	defensive	defensive	ADJ
fcis-11147	32	44	measures	measure	NOUN
fcis-11147	32	45	can	can	AUX
fcis-11147	32	46	be	be	AUX
fcis-11147	32	47	taken	take	VERB
fcis-11147	32	48	early	early	ADV
fcis-11147	32	49	to	to	PART
fcis-11147	32	50	protect	protect	VERB
fcis-11147	32	51	the	the	DET
fcis-11147	32	52	security	security	NOUN
fcis-11147	32	53	of	of	ADP
fcis-11147	32	54	the	the	DET
fcis-11147	32	55	computer	computer	NOUN
fcis-11147	32	56	network	network	NOUN
fcis-11147	32	57	.	.	PUNCT
fcis-11147	33	1	2.2	2.2	NUM
fcis-11147	33	2	.	.	PUNCT
fcis-11147	33	3	application	application	NOUN
fcis-11147	33	4	of	of	ADP
fcis-11147	33	5	big	big	ADJ
fcis-11147	33	6	data	datum	NOUN
fcis-11147	33	7	analysis	analysis	NOUN
fcis-11147	33	8	in	in	ADP
fcis-11147	33	9	behavior	behavior	NOUN
fcis-11147	33	10	analysis	analysis	NOUN
fcis-11147	33	11	behavioral	behavioral	ADJ
fcis-11147	33	12	analysis	analysis	NOUN
fcis-11147	33	13	is	be	AUX
fcis-11147	33	14	a	a	DET
fcis-11147	33	15	method	method	NOUN
fcis-11147	33	16	of	of	ADP
fcis-11147	33	17	identifying	identify	VERB
fcis-11147	33	18	potential	potential	ADJ
fcis-11147	33	19	threats	threat	NOUN
fcis-11147	33	20	based	base	VERB
fcis-11147	33	21	on	on	ADP
fcis-11147	33	22	their	their	PRON
fcis-11147	33	23	behavioral	behavioral	ADJ
fcis-11147	33	24	patterns	pattern	NOUN
fcis-11147	33	25	through	through	ADP
fcis-11147	33	26	real	real	ADJ
fcis-11147	33	27	-	-	PUNCT
fcis-11147	33	28	time	time	NOUN
fcis-11147	33	29	monitoring	monitoring	NOUN
fcis-11147	33	30	and	and	CCONJ
fcis-11147	33	31	analysis	analysis	NOUN
fcis-11147	33	32	of	of	ADP
fcis-11147	33	33	the	the	DET
fcis-11147	33	34	behavior	behavior	NOUN
fcis-11147	33	35	of	of	ADP
fcis-11147	33	36	network	network	NOUN
fcis-11147	33	37	users	user	NOUN
fcis-11147	33	38	and	and	CCONJ
fcis-11147	33	39	devices	device	NOUN
fcis-11147	33	40	.	.	PUNCT
fcis-11147	34	1	in	in	ADP
fcis-11147	34	2	the	the	DET
fcis-11147	34	3	context	context	NOUN
fcis-11147	34	4	of	of	ADP
fcis-11147	34	5	big	big	ADJ
fcis-11147	34	6	data	datum	NOUN
fcis-11147	34	7	,	,	PUNCT
fcis-11147	34	8	traditional	traditional	ADJ
fcis-11147	34	9	behavioral	behavioral	ADJ
fcis-11147	34	10	analysis	analysis	NOUN
fcis-11147	34	11	methods	method	NOUN
fcis-11147	34	12	may	may	AUX
fcis-11147	34	13	not	not	PART
fcis-11147	34	14	be	be	AUX
fcis-11147	34	15	efficient	efficient	ADJ
fcis-11147	34	16	and	and	CCONJ
fcis-11147	34	17	accurate	accurate	ADJ
fcis-11147	34	18	enough	enough	ADV
fcis-11147	34	19	due	due	ADP
fcis-11147	34	20	to	to	ADP
fcis-11147	34	21	the	the	DET
fcis-11147	34	22	excessive	excessive	ADJ
fcis-11147	34	23	amount	amount	NOUN
fcis-11147	34	24	of	of	ADP
fcis-11147	34	25	data	datum	NOUN
fcis-11147	34	26	and	and	CCONJ
fcis-11147	34	27	complex	complex	ADJ
fcis-11147	34	28	network	network	NOUN
fcis-11147	34	29	environment	environment	NOUN
fcis-11147	34	30	.	.	PUNCT
fcis-11147	35	1	therefore	therefore	ADV
fcis-11147	35	2	,	,	PUNCT
fcis-11147	35	3	the	the	DET
fcis-11147	35	4	use	use	NOUN
fcis-11147	35	5	of	of	ADP
fcis-11147	35	6	big	big	ADJ
fcis-11147	35	7	data	datum	NOUN
fcis-11147	35	8	analytics	analytic	NOUN
fcis-11147	35	9	in	in	ADP
fcis-11147	35	10	behavioral	behavioral	ADJ
fcis-11147	35	11	analysis	analysis	NOUN
fcis-11147	35	12	has	have	AUX
fcis-11147	35	13	become	become	VERB
fcis-11147	35	14	an	an	DET
fcis-11147	35	15	important	important	ADJ
fcis-11147	35	16	way	way	NOUN
fcis-11147	35	17	to	to	PART
fcis-11147	35	18	improve	improve	VERB
fcis-11147	35	19	and	and	CCONJ
fcis-11147	35	20	optimize	optimize	VERB
fcis-11147	35	21	behavioral	behavioral	ADJ
fcis-11147	35	22	analysis	analysis	NOUN
fcis-11147	35	23	.	.	PUNCT
fcis-11147	36	1	2.2.1	2.2.1	NUM
fcis-11147	36	2	.	.	PUNCT
fcis-11147	36	3	user	user	NOUN
fcis-11147	36	4	behavior	behavior	PROPN
fcis-11147	36	5	analysis	analysis	NOUN
fcis-11147	36	6	big	big	ADJ
fcis-11147	36	7	data	datum	NOUN
fcis-11147	36	8	analytics	analytic	NOUN
fcis-11147	36	9	can	can	AUX
fcis-11147	36	10	monitor	monitor	VERB
fcis-11147	36	11	and	and	CCONJ
fcis-11147	36	12	analyze	analyze	VERB
fcis-11147	36	13	user	user	NOUN
fcis-11147	36	14	behavior	behavior	NOUN
fcis-11147	36	15	on	on	ADP
fcis-11147	36	16	the	the	DET
fcis-11147	36	17	network	network	NOUN
fcis-11147	36	18	in	in	ADP
fcis-11147	36	19	a	a	DET
fcis-11147	36	20	comprehensive	comprehensive	ADJ
fcis-11147	36	21	and	and	CCONJ
fcis-11147	36	22	detailed	detailed	ADJ
fcis-11147	36	23	way	way	NOUN
fcis-11147	36	24	.	.	PUNCT
fcis-11147	37	1	by	by	ADP
fcis-11147	37	2	collecting	collect	VERB
fcis-11147	37	3	and	and	CCONJ
fcis-11147	37	4	analyzing	analyze	VERB
fcis-11147	37	5	data	datum	NOUN
fcis-11147	37	6	such	such	ADJ
fcis-11147	37	7	as	as	ADP
fcis-11147	37	8	users	user	NOUN
fcis-11147	37	9	'	'	PART
fcis-11147	37	10	access	access	NOUN
fcis-11147	37	11	patterns	pattern	NOUN
fcis-11147	37	12	,	,	PUNCT
fcis-11147	37	13	clicking	click	VERB
fcis-11147	37	14	behaviors	behavior	NOUN
fcis-11147	37	15	,	,	PUNCT
fcis-11147	37	16	and	and	CCONJ
fcis-11147	37	17	operating	operating	NOUN
fcis-11147	37	18	habits	habit	NOUN
fcis-11147	37	19	,	,	PUNCT
fcis-11147	37	20	a	a	DET
fcis-11147	37	21	user	user	NOUN
fcis-11147	37	22	's	's	PART
fcis-11147	37	23	behavior	behavior	NOUN
fcis-11147	37	24	model	model	NOUN
fcis-11147	37	25	can	can	AUX
fcis-11147	37	26	be	be	AUX
fcis-11147	37	27	established	establish	VERB
fcis-11147	37	28	.	.	PUNCT
fcis-11147	38	1	once	once	ADV
fcis-11147	38	2	abnormal	abnormal	ADJ
fcis-11147	38	3	user	user	NOUN
fcis-11147	38	4	behavior	behavior	NOUN
fcis-11147	38	5	is	be	AUX
fcis-11147	38	6	found	find	VERB
fcis-11147	38	7	,	,	PUNCT
fcis-11147	38	8	such	such	ADJ
fcis-11147	38	9	as	as	ADP
fcis-11147	38	10	abnormal	abnormal	ADJ
fcis-11147	38	11	login	login	NOUN
fcis-11147	38	12	locations	location	NOUN
fcis-11147	38	13	,	,	PUNCT
fcis-11147	38	14	frequent	frequent	ADJ
fcis-11147	38	15	access	access	NOUN
fcis-11147	38	16	attempts	attempt	NOUN
fcis-11147	38	17	,	,	PUNCT
fcis-11147	38	18	etc	etc	X
fcis-11147	38	19	.	.	X
fcis-11147	38	20	,	,	PUNCT
fcis-11147	38	21	the	the	DET
fcis-11147	38	22	system	system	NOUN
fcis-11147	38	23	can	can	AUX
fcis-11147	38	24	immediately	immediately	ADV
fcis-11147	38	25	take	take	VERB
fcis-11147	38	26	measures	measure	NOUN
fcis-11147	38	27	for	for	ADP
fcis-11147	38	28	risk	risk	NOUN
fcis-11147	38	29	alert	alert	NOUN
fcis-11147	38	30	or	or	CCONJ
fcis-11147	38	31	blocking	blocking	NOUN
fcis-11147	38	32	.	.	PUNCT
fcis-11147	39	1	2.2.2	2.2.2	X
fcis-11147	39	2	.	.	PUNCT
fcis-11147	39	3	application	application	NOUN
fcis-11147	39	4	behavior	behavior	NOUN
fcis-11147	39	5	analysis	analysis	NOUN
fcis-11147	39	6	big	big	ADJ
fcis-11147	39	7	data	datum	NOUN
fcis-11147	39	8	analytics	analytic	NOUN
fcis-11147	39	9	can	can	AUX
fcis-11147	39	10	monitor	monitor	VERB
fcis-11147	39	11	and	and	CCONJ
fcis-11147	39	12	analyze	analyze	VERB
fcis-11147	39	13	application	application	NOUN
fcis-11147	39	14	behavior	behavior	NOUN
fcis-11147	39	15	and	and	CCONJ
fcis-11147	39	16	identify	identify	VERB
fcis-11147	39	17	potential	potential	ADJ
fcis-11147	39	18	abnormal	abnormal	ADJ
fcis-11147	39	19	activities	activity	NOUN
fcis-11147	39	20	.	.	PUNCT
fcis-11147	40	1	by	by	ADP
fcis-11147	40	2	analyzing	analyze	VERB
fcis-11147	40	3	application	application	NOUN
fcis-11147	40	4	operations	operation	NOUN
fcis-11147	40	5	and	and	CCONJ
fcis-11147	40	6	resource	resource	NOUN
fcis-11147	40	7	usage	usage	NOUN
fcis-11147	40	8	,	,	PUNCT
fcis-11147	40	9	possible	possible	ADJ
fcis-11147	40	10	vulnerability	vulnerability	NOUN
fcis-11147	40	11	exploits	exploit	NOUN
fcis-11147	40	12	,	,	PUNCT
fcis-11147	40	13	malicious	malicious	ADJ
fcis-11147	40	14	code	code	NOUN
fcis-11147	40	15	injections	injection	NOUN
fcis-11147	40	16	,	,	PUNCT
fcis-11147	40	17	and	and	CCONJ
fcis-11147	40	18	abnormal	abnormal	ADJ
fcis-11147	40	19	application	application	NOUN
fcis-11147	40	20	behaviors	behavior	NOUN
fcis-11147	40	21	can	can	AUX
fcis-11147	40	22	be	be	AUX
fcis-11147	40	23	identified	identify	VERB
fcis-11147	40	24	.	.	PUNCT
fcis-11147	41	1	this	this	PRON
fcis-11147	41	2	helps	help	VERB
fcis-11147	41	3	to	to	PART
fcis-11147	41	4	identify	identify	VERB
fcis-11147	41	5	application	application	NOUN
fcis-11147	41	6	vulnerabilities	vulnerability	NOUN
fcis-11147	41	7	early	early	ADV
fcis-11147	41	8	and	and	CCONJ
fcis-11147	41	9	take	take	VERB
fcis-11147	41	10	remedial	remedial	ADJ
fcis-11147	41	11	action	action	NOUN
fcis-11147	41	12	.	.	PUNCT
fcis-11147	42	1	2.2.3	2.2.3	X
fcis-11147	42	2	.	.	X
fcis-11147	42	3	device	device	NOUN
fcis-11147	42	4	behavior	behavior	NOUN
fcis-11147	42	5	analysis	analysis	NOUN
fcis-11147	42	6	for	for	ADP
fcis-11147	42	7	devices	device	NOUN
fcis-11147	42	8	in	in	ADP
fcis-11147	42	9	large	large	ADJ
fcis-11147	42	10	-	-	PUNCT
fcis-11147	42	11	scale	scale	NOUN
fcis-11147	42	12	complex	complex	ADJ
fcis-11147	42	13	network	network	NOUN
fcis-11147	42	14	environments	environment	NOUN
fcis-11147	42	15	,	,	PUNCT
fcis-11147	42	16	such	such	ADJ
fcis-11147	42	17	as	as	ADP
fcis-11147	42	18	iot	iot	PROPN
fcis-11147	42	19	devices	device	NOUN
fcis-11147	42	20	and	and	CCONJ
fcis-11147	42	21	industrial	industrial	ADJ
fcis-11147	42	22	control	control	NOUN
fcis-11147	42	23	systems	system	NOUN
fcis-11147	42	24	,	,	PUNCT
fcis-11147	42	25	big	big	ADJ
fcis-11147	42	26	data	datum	NOUN
fcis-11147	42	27	analytics	analytic	NOUN
fcis-11147	42	28	can	can	AUX
fcis-11147	42	29	monitor	monitor	VERB
fcis-11147	42	30	the	the	DET
fcis-11147	42	31	behavior	behavior	NOUN
fcis-11147	42	32	of	of	ADP
fcis-11147	42	33	devices	device	NOUN
fcis-11147	42	34	in	in	ADP
fcis-11147	42	35	real	real	ADJ
fcis-11147	42	36	time	time	NOUN
fcis-11147	42	37	.	.	PUNCT
fcis-11147	43	1	by	by	ADP
fcis-11147	43	2	establishing	establish	VERB
fcis-11147	43	3	the	the	DET
fcis-11147	43	4	behavioral	behavioral	ADJ
fcis-11147	43	5	model	model	NOUN
fcis-11147	43	6	of	of	ADP
fcis-11147	43	7	the	the	DET
fcis-11147	43	8	device	device	NOUN
fcis-11147	43	9	,	,	PUNCT
fcis-11147	43	10	abnormal	abnormal	ADJ
fcis-11147	43	11	behavior	behavior	NOUN
fcis-11147	43	12	of	of	ADP
fcis-11147	43	13	the	the	DET
fcis-11147	43	14	device	device	NOUN
fcis-11147	43	15	,	,	PUNCT
fcis-11147	43	16	such	such	ADJ
fcis-11147	43	17	as	as	ADP
fcis-11147	43	18	the	the	DET
fcis-11147	43	19	device	device	NOUN
fcis-11147	43	20	being	be	AUX
fcis-11147	43	21	infected	infect	VERB
fcis-11147	43	22	,	,	PUNCT
fcis-11147	43	23	attacked	attack	VERB
fcis-11147	43	24	or	or	CCONJ
fcis-11147	43	25	subjected	subject	VERB
fcis-11147	43	26	to	to	ADP
fcis-11147	43	27	unauthorized	unauthorized	ADJ
fcis-11147	43	28	access	access	NOUN
fcis-11147	43	29	,	,	PUNCT
fcis-11147	43	30	can	can	AUX
fcis-11147	43	31	be	be	AUX
fcis-11147	43	32	detected	detect	VERB
fcis-11147	43	33	in	in	ADP
fcis-11147	43	34	time	time	NOUN
fcis-11147	43	35	,	,	PUNCT
fcis-11147	43	36	thus	thus	ADV
fcis-11147	43	37	preventing	prevent	VERB
fcis-11147	43	38	potential	potential	ADJ
fcis-11147	43	39	security	security	NOUN
fcis-11147	43	40	threats	threat	NOUN
fcis-11147	43	41	.	.	PUNCT
fcis-11147	44	1	2.2.4	2.2.4	NUM
fcis-11147	44	2	.	.	X
fcis-11147	44	3	threat	threat	NOUN
fcis-11147	44	4	intelligence	intelligence	NOUN
fcis-11147	44	5	fusion	fusion	NOUN
fcis-11147	44	6	big	big	ADJ
fcis-11147	44	7	data	datum	NOUN
fcis-11147	44	8	analysis	analysis	NOUN
fcis-11147	44	9	can	can	AUX
fcis-11147	44	10	fuse	fuse	VERB
fcis-11147	44	11	and	and	CCONJ
fcis-11147	44	12	analyze	analyze	VERB
fcis-11147	44	13	data	datum	NOUN
fcis-11147	44	14	from	from	ADP
fcis-11147	44	15	multiple	multiple	ADJ
fcis-11147	44	16	threat	threat	NOUN
fcis-11147	44	17	intelligence	intelligence	NOUN
fcis-11147	44	18	sources	source	NOUN
fcis-11147	44	19	to	to	PART
fcis-11147	44	20	form	form	VERB
fcis-11147	44	21	a	a	DET
fcis-11147	44	22	comprehensive	comprehensive	ADJ
fcis-11147	44	23	threat	threat	NOUN
fcis-11147	44	24	intelligence	intelligence	NOUN
fcis-11147	44	25	database	database	NOUN
fcis-11147	44	26	.	.	PUNCT
fcis-11147	45	1	combining	combine	VERB
fcis-11147	45	2	threat	threat	NOUN
fcis-11147	45	3	intelligence	intelligence	NOUN
fcis-11147	45	4	with	with	ADP
fcis-11147	45	5	real	real	ADJ
fcis-11147	45	6	-	-	PUNCT
fcis-11147	45	7	time	time	NOUN
fcis-11147	45	8	behavioral	behavioral	ADJ
fcis-11147	45	9	analysis	analysis	NOUN
fcis-11147	45	10	can	can	AUX
fcis-11147	45	11	more	more	ADV
fcis-11147	45	12	accurately	accurately	ADV
fcis-11147	45	13	identify	identify	VERB
fcis-11147	45	14	potential	potential	ADJ
fcis-11147	45	15	threats	threat	NOUN
fcis-11147	45	16	,	,	PUNCT
fcis-11147	45	17	including	include	VERB
fcis-11147	45	18	zero	zero	NUM
fcis-11147	45	19	-	-	PUNCT
fcis-11147	45	20	day	day	NOUN
fcis-11147	45	21	attacks	attack	NOUN
fcis-11147	45	22	,	,	PUNCT
fcis-11147	45	23	advanced	advanced	ADJ
fcis-11147	45	24	persistent	persistent	ADJ
fcis-11147	45	25	threats	threat	NOUN
fcis-11147	45	26	,	,	PUNCT
fcis-11147	45	27	and	and	CCONJ
fcis-11147	45	28	so	so	ADV
fcis-11147	45	29	on	on	ADV
fcis-11147	45	30	.	.	PUNCT
fcis-11147	46	1	2.2.5	2.2.5	X
fcis-11147	46	2	.	.	X
fcis-11147	46	3	anomaly	anomaly	NOUN
fcis-11147	46	4	detection	detection	NOUN
fcis-11147	46	5	using	use	VERB
fcis-11147	46	6	big	big	ADJ
fcis-11147	46	7	data	datum	NOUN
fcis-11147	46	8	analysis	analysis	NOUN
fcis-11147	46	9	technology	technology	NOUN
fcis-11147	46	10	,	,	PUNCT
fcis-11147	46	11	it	it	PRON
fcis-11147	46	12	is	be	AUX
fcis-11147	46	13	possible	possible	ADJ
fcis-11147	46	14	to	to	PART
fcis-11147	46	15	establish	establish	VERB
fcis-11147	46	16	a	a	DET
fcis-11147	46	17	normal	normal	ADJ
fcis-11147	46	18	behavior	behavior	NOUN
fcis-11147	46	19	model	model	NOUN
fcis-11147	46	20	for	for	ADP
fcis-11147	46	21	network	network	NOUN
fcis-11147	46	22	behavior	behavior	NOUN
fcis-11147	46	23	data	datum	NOUN
fcis-11147	46	24	,	,	PUNCT
fcis-11147	46	25	and	and	CCONJ
fcis-11147	46	26	then	then	ADV
fcis-11147	46	27	detect	detect	VERB
fcis-11147	46	28	the	the	DET
fcis-11147	46	29	difference	difference	NOUN
fcis-11147	46	30	between	between	ADP
fcis-11147	46	31	the	the	DET
fcis-11147	46	32	actual	actual	ADJ
fcis-11147	46	33	behavior	behavior	NOUN
fcis-11147	46	34	and	and	CCONJ
fcis-11147	46	35	the	the	DET
fcis-11147	46	36	model	model	NOUN
fcis-11147	46	37	in	in	ADP
fcis-11147	46	38	real	real	ADJ
fcis-11147	46	39	time	time	NOUN
fcis-11147	46	40	.	.	PUNCT
fcis-11147	47	1	once	once	ADV
fcis-11147	47	2	abnormal	abnormal	ADJ
fcis-11147	47	3	behavior	behavior	NOUN
fcis-11147	47	4	is	be	AUX
fcis-11147	47	5	detected	detect	VERB
fcis-11147	47	6	,	,	PUNCT
fcis-11147	47	7	the	the	DET
fcis-11147	47	8	system	system	NOUN
fcis-11147	47	9	can	can	AUX
fcis-11147	47	10	respond	respond	VERB
fcis-11147	47	11	by	by	ADP
fcis-11147	47	12	means	mean	NOUN
fcis-11147	47	13	of	of	ADP
fcis-11147	47	14	alarms	alarm	NOUN
fcis-11147	47	15	or	or	CCONJ
fcis-11147	47	16	blocking	block	VERB
fcis-11147	47	17	to	to	PART
fcis-11147	47	18	protect	protect	VERB
fcis-11147	47	19	the	the	DET
fcis-11147	47	20	security	security	NOUN
fcis-11147	47	21	of	of	ADP
fcis-11147	47	22	the	the	DET
fcis-11147	47	23	network	network	NOUN
fcis-11147	47	24	.	.	PUNCT
fcis-11147	48	1	2.2.6	2.2.6	NUM
fcis-11147	48	2	.	.	PUNCT
fcis-11147	49	1	data	datum	NOUN
fcis-11147	49	2	visualization	visualization	VERB
fcis-11147	49	3	the	the	DET
fcis-11147	49	4	application	application	NOUN
fcis-11147	49	5	of	of	ADP
fcis-11147	49	6	big	big	ADJ
fcis-11147	49	7	data	datum	NOUN
fcis-11147	49	8	analytics	analytic	NOUN
fcis-11147	49	9	in	in	ADP
fcis-11147	49	10	behavioral	behavioral	ADJ
fcis-11147	49	11	analysis	analysis	NOUN
fcis-11147	49	12	also	also	ADV
fcis-11147	49	13	includes	include	VERB
fcis-11147	49	14	data	datum	NOUN
fcis-11147	49	15	visualization	visualization	NOUN
fcis-11147	49	16	.	.	PUNCT
fcis-11147	50	1	by	by	ADP
fcis-11147	50	2	converting	convert	VERB
fcis-11147	50	3	complex	complex	ADJ
fcis-11147	50	4	behavioral	behavioral	ADJ
fcis-11147	50	5	data	datum	NOUN
fcis-11147	50	6	into	into	ADP
fcis-11147	50	7	visual	visual	ADJ
fcis-11147	50	8	charts	chart	NOUN
fcis-11147	50	9	and	and	CCONJ
fcis-11147	50	10	images	image	NOUN
fcis-11147	50	11	,	,	PUNCT
fcis-11147	50	12	the	the	DET
fcis-11147	50	13	anomalies	anomaly	NOUN
fcis-11147	50	14	and	and	CCONJ
fcis-11147	50	15	trends	trend	NOUN
fcis-11147	50	16	in	in	ADP
fcis-11147	50	17	the	the	DET
fcis-11147	50	18	network	network	NOUN
fcis-11147	50	19	can	can	AUX
fcis-11147	50	20	be	be	AUX
fcis-11147	50	21	displayed	display	VERB
fcis-11147	50	22	more	more	ADV
fcis-11147	50	23	intuitively	intuitively	ADV
fcis-11147	50	24	,	,	PUNCT
fcis-11147	50	25	helping	help	VERB
fcis-11147	50	26	security	security	NOUN
fcis-11147	50	27	personnel	personnel	NOUN
fcis-11147	50	28	better	well	ADV
fcis-11147	50	29	understand	understand	VERB
fcis-11147	50	30	the	the	DET
fcis-11147	50	31	network	network	NOUN
fcis-11147	50	32	security	security	NOUN
fcis-11147	50	33	situation	situation	NOUN
fcis-11147	50	34	and	and	CCONJ
fcis-11147	50	35	make	make	VERB
fcis-11147	50	36	quick	quick	ADJ
fcis-11147	50	37	decisions	decision	NOUN
fcis-11147	50	38	.	.	PUNCT
fcis-11147	51	1	2.3	2.3	NUM
fcis-11147	51	2	.	.	PUNCT
fcis-11147	51	3	application	application	NOUN
fcis-11147	51	4	of	of	ADP
fcis-11147	51	5	big	big	ADJ
fcis-11147	51	6	data	datum	NOUN
fcis-11147	51	7	analytics	analytic	NOUN
fcis-11147	51	8	in	in	ADP
fcis-11147	51	9	threat	threat	NOUN
fcis-11147	51	10	intelligence	intelligence	NOUN
fcis-11147	51	11	threat	threat	NOUN
fcis-11147	51	12	intelligence	intelligence	NOUN
fcis-11147	51	13	is	be	AUX
fcis-11147	51	14	the	the	DET
fcis-11147	51	15	process	process	NOUN
fcis-11147	51	16	of	of	ADP
fcis-11147	51	17	collecting	collecting	NOUN
fcis-11147	51	18	,	,	PUNCT
fcis-11147	51	19	analyzing	analyze	VERB
fcis-11147	51	20	and	and	CCONJ
fcis-11147	51	21	interpreting	interpret	VERB
fcis-11147	51	22	information	information	NOUN
fcis-11147	51	23	related	relate	VERB
fcis-11147	51	24	to	to	ADP
fcis-11147	51	25	network	network	NOUN
fcis-11147	51	26	security	security	NOUN
fcis-11147	51	27	to	to	PART
fcis-11147	51	28	identify	identify	VERB
fcis-11147	51	29	potential	potential	ADJ
fcis-11147	51	30	threatening	threatening	ADJ
fcis-11147	51	31	behaviors	behavior	NOUN
fcis-11147	51	32	and	and	CCONJ
fcis-11147	51	33	attack	attack	NOUN
fcis-11147	51	34	activities	activity	NOUN
fcis-11147	51	35	.	.	PUNCT
fcis-11147	52	1	in	in	ADP
fcis-11147	52	2	the	the	DET
fcis-11147	52	3	context	context	NOUN
fcis-11147	52	4	of	of	ADP
fcis-11147	52	5	big	big	ADJ
fcis-11147	52	6	data	datum	NOUN
fcis-11147	52	7	,	,	PUNCT
fcis-11147	52	8	network	network	NOUN
fcis-11147	52	9	security	security	NOUN
fcis-11147	52	10	threats	threat	NOUN
fcis-11147	52	11	are	be	AUX
fcis-11147	52	12	increasing	increase	VERB
fcis-11147	52	13	,	,	PUNCT
fcis-11147	52	14	and	and	CCONJ
fcis-11147	52	15	traditional	traditional	ADJ
fcis-11147	52	16	methods	method	NOUN
fcis-11147	52	17	of	of	ADP
fcis-11147	52	18	collecting	collect	VERB
fcis-11147	52	19	and	and	CCONJ
fcis-11147	52	20	analyzing	analyze	VERB
fcis-11147	52	21	threat	threat	NOUN
fcis-11147	52	22	intelligence	intelligence	NOUN
fcis-11147	52	23	can	can	AUX
fcis-11147	52	24	no	no	ADV
fcis-11147	52	25	longer	long	ADV
fcis-11147	52	26	meet	meet	VERB
fcis-11147	52	27	the	the	DET
fcis-11147	52	28	complex	complex	ADJ
fcis-11147	52	29	and	and	CCONJ
fcis-11147	52	30	changing	change	VERB
fcis-11147	52	31	threat	threat	NOUN
fcis-11147	52	32	situation	situation	NOUN
fcis-11147	52	33	.	.	PUNCT
fcis-11147	53	1	therefore	therefore	ADV
fcis-11147	53	2	,	,	PUNCT
fcis-11147	53	3	the	the	DET
fcis-11147	53	4	application	application	NOUN
fcis-11147	53	5	of	of	ADP
fcis-11147	53	6	big	big	ADJ
fcis-11147	53	7	data	datum	NOUN
fcis-11147	53	8	analysis	analysis	NOUN
fcis-11147	53	9	technology	technology	NOUN
fcis-11147	53	10	in	in	ADP
fcis-11147	53	11	threat	threat	NOUN
fcis-11147	53	12	intelligence	intelligence	NOUN
fcis-11147	53	13	becomes	become	VERB
fcis-11147	53	14	particularly	particularly	ADV
fcis-11147	53	15	important	important	ADJ
fcis-11147	53	16	to	to	PART
fcis-11147	53	17	improve	improve	VERB
fcis-11147	53	18	the	the	DET
fcis-11147	53	19	accuracy	accuracy	NOUN
fcis-11147	53	20	,	,	PUNCT
fcis-11147	53	21	real	real	ADJ
fcis-11147	53	22	-	-	PUNCT
fcis-11147	53	23	time	time	NOUN
fcis-11147	53	24	and	and	CCONJ
fcis-11147	53	25	comprehensiveness	comprehensiveness	NOUN
fcis-11147	53	26	of	of	ADP
fcis-11147	53	27	threat	threat	NOUN
fcis-11147	53	28	intelligence	intelligence	NOUN
fcis-11147	53	29	.	.	PUNCT
fcis-11147	54	1	2.3.1	2.3.1	NUM
fcis-11147	54	2	.	.	PUNCT
fcis-11147	54	3	threat	threat	NOUN
fcis-11147	54	4	intelligence	intelligence	NOUN
fcis-11147	54	5	collection	collection	NOUN
fcis-11147	54	6	and	and	CCONJ
fcis-11147	54	7	integration	integration	NOUN
fcis-11147	54	8	using	use	VERB
fcis-11147	54	9	big	big	ADJ
fcis-11147	54	10	data	datum	NOUN
fcis-11147	54	11	analytics	analytic	NOUN
fcis-11147	54	12	,	,	PUNCT
fcis-11147	54	13	a	a	DET
fcis-11147	54	14	large	large	ADJ
fcis-11147	54	15	amount	amount	NOUN
fcis-11147	54	16	of	of	ADP
fcis-11147	54	17	threat	threat	NOUN
fcis-11147	54	18	information	information	NOUN
fcis-11147	54	19	can	can	AUX
fcis-11147	54	20	be	be	AUX
fcis-11147	54	21	collected	collect	VERB
fcis-11147	54	22	from	from	ADP
fcis-11147	54	23	multiple	multiple	ADJ
fcis-11147	54	24	threat	threat	NOUN
fcis-11147	54	25	intelligence	intelligence	NOUN
fcis-11147	54	26	sources	source	NOUN
fcis-11147	54	27	,	,	PUNCT
fcis-11147	54	28	including	include	VERB
fcis-11147	54	29	hacker	hacker	NOUN
fcis-11147	54	30	forums	forum	NOUN
fcis-11147	54	31	,	,	PUNCT
fcis-11147	54	32	vulnerability	vulnerability	NOUN
fcis-11147	54	33	databases	database	NOUN
fcis-11147	54	34	,	,	PUNCT
fcis-11147	54	35	malware	malware	NOUN
fcis-11147	54	36	sample	sample	NOUN
fcis-11147	54	37	libraries	library	NOUN
fcis-11147	54	38	and	and	CCONJ
fcis-11147	54	39	so	so	ADV
fcis-11147	54	40	on	on	ADV
fcis-11147	54	41	.	.	PUNCT
fcis-11147	55	1	then	then	ADV
fcis-11147	55	2	,	,	PUNCT
fcis-11147	55	3	through	through	ADP
fcis-11147	55	4	data	data	NOUN
fcis-11147	55	5	integration	integration	NOUN
fcis-11147	55	6	and	and	CCONJ
fcis-11147	55	7	generalization	generalization	NOUN
fcis-11147	55	8	,	,	PUNCT
fcis-11147	55	9	the	the	DET
fcis-11147	55	10	threat	threat	NOUN
fcis-11147	55	11	intelligence	intelligence	NOUN
fcis-11147	55	12	from	from	ADP
fcis-11147	55	13	different	different	ADJ
fcis-11147	55	14	sources	source	NOUN
fcis-11147	55	15	is	be	AUX
fcis-11147	55	16	fused	fuse	VERB
fcis-11147	55	17	to	to	PART
fcis-11147	55	18	form	form	VERB
fcis-11147	55	19	a	a	DET
fcis-11147	55	20	comprehensive	comprehensive	ADJ
fcis-11147	55	21	threat	threat	NOUN
fcis-11147	55	22	intelligence	intelligence	NOUN
fcis-11147	55	23	database	database	NOUN
fcis-11147	55	24	,	,	PUNCT
fcis-11147	55	25	which	which	PRON
fcis-11147	55	26	provides	provide	VERB
fcis-11147	55	27	basic	basic	ADJ
fcis-11147	55	28	data	datum	NOUN
fcis-11147	55	29	for	for	ADP
fcis-11147	55	30	subsequent	subsequent	ADJ
fcis-11147	55	31	analysis	analysis	NOUN
fcis-11147	55	32	.	.	PUNCT
fcis-11147	56	1	2.3.2	2.3.2	X
fcis-11147	56	2	.	.	PUNCT
fcis-11147	56	3	threat	threat	NOUN
fcis-11147	56	4	intelligence	intelligence	NOUN
fcis-11147	56	5	analysis	analysis	NOUN
fcis-11147	56	6	big	big	ADJ
fcis-11147	56	7	data	datum	NOUN
fcis-11147	56	8	analysis	analysis	NOUN
fcis-11147	56	9	technology	technology	NOUN
fcis-11147	56	10	can	can	AUX
fcis-11147	56	11	analyze	analyze	VERB
fcis-11147	56	12	threat	threat	NOUN
fcis-11147	56	13	intelligence	intelligence	NOUN
fcis-11147	56	14	in	in	ADP
fcis-11147	56	15	depth	depth	NOUN
fcis-11147	56	16	,	,	PUNCT
fcis-11147	56	17	from	from	ADP
fcis-11147	56	18	which	which	PRON
fcis-11147	56	19	hidden	hide	VERB
fcis-11147	56	20	patterns	pattern	NOUN
fcis-11147	56	21	,	,	PUNCT
fcis-11147	56	22	trends	trend	NOUN
fcis-11147	56	23	and	and	CCONJ
fcis-11147	56	24	association	association	NOUN
fcis-11147	56	25	rules	rule	NOUN
fcis-11147	56	26	can	can	AUX
fcis-11147	56	27	be	be	AUX
fcis-11147	56	28	found	find	VERB
fcis-11147	56	29	.	.	PUNCT
fcis-11147	57	1	through	through	ADP
fcis-11147	57	2	mining	mining	NOUN
fcis-11147	57	3	and	and	CCONJ
fcis-11147	57	4	correlation	correlation	NOUN
fcis-11147	57	5	analysis	analysis	NOUN
fcis-11147	57	6	of	of	ADP
fcis-11147	57	7	threat	threat	NOUN
fcis-11147	57	8	intelligence	intelligence	NOUN
fcis-11147	57	9	data	datum	NOUN
fcis-11147	57	10	,	,	PUNCT
fcis-11147	57	11	potential	potential	ADJ
fcis-11147	57	12	threat	threat	NOUN
fcis-11147	57	13	behaviors	behavior	NOUN
fcis-11147	57	14	can	can	AUX
fcis-11147	57	15	be	be	AUX
fcis-11147	57	16	more	more	ADV
fcis-11147	57	17	accurately	accurately	ADV
fcis-11147	57	18	identified	identify	VERB
fcis-11147	57	19	,	,	PUNCT
fcis-11147	57	20	including	include	VERB
fcis-11147	57	21	new	new	ADJ
fcis-11147	57	22	types	type	NOUN
fcis-11147	57	23	of	of	ADP
fcis-11147	57	24	threats	threat	NOUN
fcis-11147	57	25	,	,	PUNCT
fcis-11147	57	26	zero	zero	NUM
fcis-11147	57	27	-	-	PUNCT
fcis-11147	57	28	day	day	NOUN
fcis-11147	57	29	vulnerability	vulnerability	NOUN
fcis-11147	57	30	exploitation	exploitation	NOUN
fcis-11147	57	31	and	and	CCONJ
fcis-11147	57	32	advanced	advanced	ADJ
fcis-11147	57	33	persistent	persistent	ADJ
fcis-11147	57	34	threats	threat	NOUN
fcis-11147	57	35	.	.	PUNCT
fcis-11147	58	1	2.3.3	2.3.3	X
fcis-11147	58	2	.	.	PUNCT
fcis-11147	58	3	real	real	ADJ
fcis-11147	58	4	-	-	PUNCT
fcis-11147	58	5	time	time	NOUN
fcis-11147	58	6	threat	threat	NOUN
fcis-11147	58	7	intelligence	intelligence	NOUN
fcis-11147	58	8	monitoring	monitor	VERB
fcis-11147	58	9	big	big	ADJ
fcis-11147	58	10	data	datum	NOUN
fcis-11147	58	11	analytics	analytic	NOUN
fcis-11147	58	12	can	can	AUX
fcis-11147	58	13	monitor	monitor	VERB
fcis-11147	58	14	and	and	CCONJ
fcis-11147	58	15	analyze	analyze	VERB
fcis-11147	58	16	real	real	ADJ
fcis-11147	58	17	-	-	PUNCT
fcis-11147	58	18	time	time	NOUN
fcis-11147	58	19	network	network	NOUN
fcis-11147	58	20	traffic	traffic	NOUN
fcis-11147	58	21	and	and	CCONJ
fcis-11147	58	22	event	event	NOUN
fcis-11147	58	23	data	datum	NOUN
fcis-11147	58	24	to	to	PART
fcis-11147	58	25	discover	discover	VERB
fcis-11147	58	26	and	and	CCONJ
fcis-11147	58	27	respond	respond	VERB
fcis-11147	58	28	to	to	ADP
fcis-11147	58	29	emerging	emerge	VERB
fcis-11147	58	30	threats	threat	NOUN
fcis-11147	58	31	in	in	ADP
fcis-11147	58	32	a	a	DET
fcis-11147	58	33	timely	timely	ADJ
fcis-11147	58	34	manner	manner	NOUN
fcis-11147	58	35	.	.	PUNCT
fcis-11147	59	1	by	by	ADP
fcis-11147	59	2	correlating	correlate	VERB
fcis-11147	59	3	with	with	ADP
fcis-11147	59	4	the	the	DET
fcis-11147	59	5	threat	threat	NOUN
fcis-11147	59	6	intelligence	intelligence	NOUN
fcis-11147	59	7	database	database	NOUN
fcis-11147	59	8	,	,	PUNCT
fcis-11147	59	9	behaviors	behavior	NOUN
fcis-11147	59	10	related	relate	VERB
fcis-11147	59	11	to	to	ADP
fcis-11147	59	12	known	know	VERB
fcis-11147	59	13	threats	threat	NOUN
fcis-11147	59	14	can	can	AUX
fcis-11147	59	15	be	be	AUX
fcis-11147	59	16	quickly	quickly	ADV
fcis-11147	59	17	identified	identify	VERB
fcis-11147	59	18	and	and	CCONJ
fcis-11147	59	19	timely	timely	ADJ
fcis-11147	59	20	defensive	defensive	ADJ
fcis-11147	59	21	measures	measure	NOUN
fcis-11147	59	22	can	can	AUX
fcis-11147	59	23	be	be	AUX
fcis-11147	59	24	taken	take	VERB
fcis-11147	59	25	.	.	PUNCT
fcis-11147	60	1	2.3.4	2.3.4	X
fcis-11147	60	2	.	.	PUNCT
fcis-11147	60	3	threat	threat	NOUN
fcis-11147	60	4	intelligence	intelligence	NOUN
fcis-11147	60	5	sharing	share	VERB
fcis-11147	60	6	big	big	ADJ
fcis-11147	60	7	data	datum	NOUN
fcis-11147	60	8	analytics	analytic	NOUN
fcis-11147	60	9	can	can	AUX
fcis-11147	60	10	support	support	VERB
fcis-11147	60	11	the	the	DET
fcis-11147	60	12	sharing	sharing	NOUN
fcis-11147	60	13	of	of	ADP
fcis-11147	60	14	threat	threat	NOUN
fcis-11147	60	15	intelligence	intelligence	NOUN
fcis-11147	60	16	among	among	ADP
fcis-11147	60	17	multiple	multiple	ADJ
fcis-11147	60	18	organizations	organization	NOUN
fcis-11147	60	19	or	or	CCONJ
fcis-11147	60	20	agencies	agency	NOUN
fcis-11147	60	21	.	.	PUNCT
fcis-11147	61	1	by	by	ADP
fcis-11147	61	2	anonymizing	anonymize	VERB
fcis-11147	61	3	and	and	CCONJ
fcis-11147	61	4	securely	securely	ADV
fcis-11147	61	5	transmitting	transmit	VERB
fcis-11147	61	6	threat	threat	NOUN
fcis-11147	61	7	intelligence	intelligence	NOUN
fcis-11147	61	8	data	datum	NOUN
fcis-11147	61	9	,	,	PUNCT
fcis-11147	61	10	different	different	ADJ
fcis-11147	61	11	organizations	organization	NOUN
fcis-11147	61	12	can	can	AUX
fcis-11147	61	13	share	share	VERB
fcis-11147	61	14	real	real	ADJ
fcis-11147	61	15	-	-	PUNCT
fcis-11147	61	16	time	time	NOUN
fcis-11147	61	17	threat	threat	NOUN
fcis-11147	61	18	intelligence	intelligence	NOUN
fcis-11147	61	19	and	and	CCONJ
fcis-11147	61	20	work	work	VERB
fcis-11147	61	21	together	together	ADV
fcis-11147	61	22	to	to	PART
fcis-11147	61	23	address	address	VERB
fcis-11147	61	24	a	a	DET
fcis-11147	61	25	wider	wide	ADJ
fcis-11147	61	26	range	range	NOUN
fcis-11147	61	27	of	of	ADP
fcis-11147	61	28	cyber	cyber	NOUN
fcis-11147	61	29	threats	threat	NOUN
fcis-11147	61	30	.	.	PUNCT
fcis-11147	62	1	2.3.5	2.3.5	NUM
fcis-11147	62	2	.	.	PUNCT
fcis-11147	62	3	intelligence	intelligence	NOUN
fcis-11147	62	4	prediction	prediction	NOUN
fcis-11147	62	5	and	and	CCONJ
fcis-11147	62	6	early	early	ADJ
fcis-11147	62	7	warning	warning	NOUN
fcis-11147	62	8	by	by	ADP
fcis-11147	62	9	analyzing	analyze	VERB
fcis-11147	62	10	large	large	ADJ
fcis-11147	62	11	-	-	PUNCT
fcis-11147	62	12	scale	scale	NOUN
fcis-11147	62	13	historical	historical	ADJ
fcis-11147	62	14	threat	threat	NOUN
fcis-11147	62	15	intelligence	intelligence	NOUN
fcis-11147	62	16	data	datum	NOUN
fcis-11147	62	17	,	,	PUNCT
fcis-11147	62	18	prediction	prediction	NOUN
fcis-11147	62	19	models	model	NOUN
fcis-11147	62	20	can	can	AUX
fcis-11147	62	21	be	be	AUX
fcis-11147	62	22	built	build	VERB
fcis-11147	62	23	to	to	PART
fcis-11147	62	24	predict	predict	VERB
fcis-11147	62	25	possible	possible	ADJ
fcis-11147	62	26	future	future	ADJ
fcis-11147	62	27	threat	threat	NOUN
fcis-11147	62	28	trends	trend	NOUN
fcis-11147	62	29	and	and	CCONJ
fcis-11147	62	30	attack	attack	NOUN
fcis-11147	62	31	methods	method	NOUN
fcis-11147	62	32	.	.	PUNCT
fcis-11147	63	1	based	base	VERB
fcis-11147	63	2	on	on	ADP
fcis-11147	63	3	the	the	DET
fcis-11147	63	4	prediction	prediction	NOUN
fcis-11147	63	5	results	result	NOUN
fcis-11147	63	6	,	,	PUNCT
fcis-11147	63	7	defense	defense	NOUN
fcis-11147	63	8	preparations	preparation	NOUN
fcis-11147	63	9	can	can	AUX
fcis-11147	63	10	be	be	AUX
fcis-11147	63	11	made	make	VERB
fcis-11147	63	12	in	in	ADP
fcis-11147	63	13	advance	advance	NOUN
fcis-11147	63	14	to	to	PART
fcis-11147	63	15	strengthen	strengthen	VERB
fcis-11147	63	16	network	network	NOUN
fcis-11147	63	17	security	security	NOUN
fcis-11147	63	18	protection	protection	NOUN
fcis-11147	63	19	.	.	PUNCT
fcis-11147	64	1	2.3.6	2.3.6	NUM
fcis-11147	64	2	.	.	PUNCT
fcis-11147	65	1	threat	threat	NOUN
fcis-11147	65	2	intelligence	intelligence	NOUN
fcis-11147	65	3	visualization	visualization	NOUN
fcis-11147	65	4	big	big	ADJ
fcis-11147	65	5	data	datum	NOUN
fcis-11147	65	6	analysis	analysis	NOUN
fcis-11147	65	7	technology	technology	NOUN
fcis-11147	65	8	can	can	AUX
fcis-11147	65	9	convert	convert	VERB
fcis-11147	65	10	complex	complex	ADJ
fcis-11147	65	11	threat	threat	NOUN
fcis-11147	65	12	intelligence	intelligence	NOUN
fcis-11147	65	13	data	datum	NOUN
fcis-11147	65	14	into	into	ADP
fcis-11147	65	15	visual	visual	ADJ
fcis-11147	65	16	charts	chart	NOUN
fcis-11147	65	17	and	and	CCONJ
fcis-11147	65	18	images	image	NOUN
fcis-11147	65	19	to	to	PART
fcis-11147	65	20	help	help	VERB
fcis-11147	65	21	security	security	NOUN
fcis-11147	65	22	80	80	NUM
fcis-11147	65	23	personnel	personnel	NOUN
fcis-11147	65	24	understand	understand	VERB
fcis-11147	65	25	the	the	DET
fcis-11147	65	26	posture	posture	NOUN
fcis-11147	65	27	and	and	CCONJ
fcis-11147	65	28	trends	trend	NOUN
fcis-11147	65	29	of	of	ADP
fcis-11147	65	30	network	network	NOUN
fcis-11147	65	31	threats	threat	NOUN
fcis-11147	65	32	more	more	ADV
fcis-11147	65	33	intuitively	intuitively	ADV
fcis-11147	65	34	.	.	PUNCT
fcis-11147	66	1	through	through	ADP
fcis-11147	66	2	visualization	visualization	NOUN
fcis-11147	66	3	,	,	PUNCT
fcis-11147	66	4	it	it	PRON
fcis-11147	66	5	can	can	AUX
fcis-11147	66	6	better	well	ADV
fcis-11147	66	7	guide	guide	VERB
fcis-11147	66	8	security	security	NOUN
fcis-11147	66	9	decision	decision	NOUN
fcis-11147	66	10	-	-	PUNCT
fcis-11147	66	11	making	make	VERB
fcis-11147	66	12	and	and	CCONJ
fcis-11147	66	13	emergency	emergency	NOUN
fcis-11147	66	14	response	response	NOUN
fcis-11147	66	15	.	.	PUNCT
fcis-11147	67	1	in	in	ADP
fcis-11147	67	2	summary	summary	NOUN
fcis-11147	67	3	,	,	PUNCT
fcis-11147	67	4	the	the	DET
fcis-11147	67	5	application	application	NOUN
fcis-11147	67	6	of	of	ADP
fcis-11147	67	7	big	big	ADJ
fcis-11147	67	8	data	datum	NOUN
fcis-11147	67	9	analysis	analysis	NOUN
fcis-11147	67	10	technology	technology	NOUN
fcis-11147	67	11	in	in	ADP
fcis-11147	67	12	threat	threat	NOUN
fcis-11147	67	13	intelligence	intelligence	NOUN
fcis-11147	67	14	can	can	AUX
fcis-11147	67	15	improve	improve	VERB
fcis-11147	67	16	the	the	DET
fcis-11147	67	17	collection	collection	NOUN
fcis-11147	67	18	,	,	PUNCT
fcis-11147	67	19	integration	integration	NOUN
fcis-11147	67	20	,	,	PUNCT
fcis-11147	67	21	analysis	analysis	NOUN
fcis-11147	67	22	and	and	CCONJ
fcis-11147	67	23	application	application	NOUN
fcis-11147	67	24	of	of	ADP
fcis-11147	67	25	threat	threat	NOUN
fcis-11147	67	26	intelligence	intelligence	NOUN
fcis-11147	67	27	.	.	PUNCT
fcis-11147	68	1	through	through	ADP
fcis-11147	68	2	indepth	indepth	ADJ
fcis-11147	68	3	analysis	analysis	NOUN
fcis-11147	68	4	and	and	CCONJ
fcis-11147	68	5	mining	mining	NOUN
fcis-11147	68	6	of	of	ADP
fcis-11147	68	7	a	a	DET
fcis-11147	68	8	large	large	ADJ
fcis-11147	68	9	amount	amount	NOUN
fcis-11147	68	10	of	of	ADP
fcis-11147	68	11	threat	threat	NOUN
fcis-11147	68	12	intelligence	intelligence	NOUN
fcis-11147	68	13	data	datum	NOUN
fcis-11147	68	14	,	,	PUNCT
fcis-11147	68	15	potential	potential	ADJ
fcis-11147	68	16	network	network	NOUN
fcis-11147	68	17	threats	threat	NOUN
fcis-11147	68	18	can	can	AUX
fcis-11147	68	19	be	be	AUX
fcis-11147	68	20	identified	identify	VERB
fcis-11147	68	21	more	more	ADV
fcis-11147	68	22	accurately	accurately	ADV
fcis-11147	68	23	,	,	PUNCT
fcis-11147	68	24	thus	thus	ADV
fcis-11147	68	25	helping	help	VERB
fcis-11147	68	26	security	security	NOUN
fcis-11147	68	27	personnel	personnel	NOUN
fcis-11147	68	28	to	to	PART
fcis-11147	68	29	take	take	VERB
fcis-11147	68	30	appropriate	appropriate	ADJ
fcis-11147	68	31	defensive	defensive	ADJ
fcis-11147	68	32	measures	measure	NOUN
fcis-11147	68	33	early	early	ADJ
fcis-11147	68	34	to	to	PART
fcis-11147	68	35	protect	protect	VERB
fcis-11147	68	36	the	the	DET
fcis-11147	68	37	security	security	NOUN
fcis-11147	68	38	of	of	ADP
fcis-11147	68	39	computer	computer	NOUN
fcis-11147	68	40	networks	network	NOUN
fcis-11147	68	41	.	.	PUNCT
fcis-11147	69	1	at	at	ADP
fcis-11147	69	2	the	the	DET
fcis-11147	69	3	same	same	ADJ
fcis-11147	69	4	time	time	NOUN
fcis-11147	69	5	,	,	PUNCT
fcis-11147	69	6	the	the	DET
fcis-11147	69	7	sharing	sharing	NOUN
fcis-11147	69	8	and	and	CCONJ
fcis-11147	69	9	prediction	prediction	NOUN
fcis-11147	69	10	of	of	ADP
fcis-11147	69	11	threat	threat	NOUN
fcis-11147	69	12	intelligence	intelligence	NOUN
fcis-11147	69	13	can	can	AUX
fcis-11147	69	14	also	also	ADV
fcis-11147	69	15	promote	promote	VERB
fcis-11147	69	16	the	the	DET
fcis-11147	69	17	collaboration	collaboration	NOUN
fcis-11147	69	18	and	and	CCONJ
fcis-11147	69	19	cooperation	cooperation	NOUN
fcis-11147	69	20	of	of	ADP
fcis-11147	69	21	the	the	DET
fcis-11147	69	22	network	network	NOUN
fcis-11147	69	23	security	security	NOUN
fcis-11147	69	24	community	community	NOUN
fcis-11147	69	25	to	to	PART
fcis-11147	69	26	form	form	VERB
fcis-11147	69	27	a	a	DET
fcis-11147	69	28	stronger	strong	ADJ
fcis-11147	69	29	threat	threat	NOUN
fcis-11147	69	30	response	response	NOUN
fcis-11147	69	31	force	force	NOUN
fcis-11147	69	32	.	.	PUNCT
fcis-11147	70	1	3	3	X
fcis-11147	70	2	.	.	NUM
fcis-11147	70	3	improved	improve	VERB
fcis-11147	70	4	computer	computer	NOUN
fcis-11147	70	5	network	network	NOUN
fcis-11147	70	6	security	security	NOUN
fcis-11147	70	7	prevention	prevention	NOUN
fcis-11147	70	8	program	program	NOUN
fcis-11147	70	9	3.1	3.1	NUM
fcis-11147	70	10	.	.	PUNCT
fcis-11147	71	1	construction	construction	NOUN
fcis-11147	71	2	of	of	ADP
fcis-11147	71	3	multi	multi	ADJ
fcis-11147	71	4	-	-	ADJ
fcis-11147	71	5	level	level	ADJ
fcis-11147	71	6	network	network	NOUN
fcis-11147	71	7	security	security	NOUN
fcis-11147	71	8	defense	defense	NOUN
fcis-11147	71	9	system	system	NOUN
fcis-11147	71	10	with	with	ADP
fcis-11147	71	11	the	the	DET
fcis-11147	71	12	arrival	arrival	NOUN
fcis-11147	71	13	of	of	ADP
fcis-11147	71	14	the	the	DET
fcis-11147	71	15	big	big	ADJ
fcis-11147	71	16	data	data	PROPN
fcis-11147	71	17	era	era	NOUN
fcis-11147	71	18	,	,	PUNCT
fcis-11147	71	19	computer	computer	NOUN
fcis-11147	71	20	networks	network	NOUN
fcis-11147	71	21	are	be	AUX
fcis-11147	71	22	facing	face	VERB
fcis-11147	71	23	more	more	ADV
fcis-11147	71	24	complex	complex	ADJ
fcis-11147	71	25	and	and	CCONJ
fcis-11147	71	26	diverse	diverse	ADJ
fcis-11147	71	27	security	security	NOUN
fcis-11147	71	28	threats	threat	NOUN
fcis-11147	71	29	,	,	PUNCT
fcis-11147	71	30	and	and	CCONJ
fcis-11147	71	31	the	the	DET
fcis-11147	71	32	traditional	traditional	ADJ
fcis-11147	71	33	single	single	ADJ
fcis-11147	71	34	security	security	NOUN
fcis-11147	71	35	defense	defense	NOUN
fcis-11147	71	36	means	mean	VERB
fcis-11147	71	37	can	can	AUX
fcis-11147	71	38	no	no	ADV
fcis-11147	71	39	longer	long	ADV
fcis-11147	71	40	meet	meet	VERB
fcis-11147	71	41	the	the	DET
fcis-11147	71	42	growing	grow	VERB
fcis-11147	71	43	security	security	NOUN
fcis-11147	71	44	needs	need	NOUN
fcis-11147	71	45	.	.	PUNCT
fcis-11147	72	1	therefore	therefore	ADV
fcis-11147	72	2	,	,	PUNCT
fcis-11147	72	3	the	the	DET
fcis-11147	72	4	construction	construction	NOUN
fcis-11147	72	5	of	of	ADP
fcis-11147	72	6	a	a	DET
fcis-11147	72	7	multi	multi	ADJ
fcis-11147	72	8	-	-	ADJ
fcis-11147	72	9	level	level	ADJ
fcis-11147	72	10	network	network	NOUN
fcis-11147	72	11	security	security	NOUN
fcis-11147	72	12	defense	defense	NOUN
fcis-11147	72	13	system	system	NOUN
fcis-11147	72	14	has	have	AUX
fcis-11147	72	15	become	become	VERB
fcis-11147	72	16	an	an	DET
fcis-11147	72	17	effective	effective	ADJ
fcis-11147	72	18	strategy	strategy	NOUN
fcis-11147	72	19	to	to	PART
fcis-11147	72	20	protect	protect	VERB
fcis-11147	72	21	network	network	NOUN
fcis-11147	72	22	security	security	NOUN
fcis-11147	72	23	.	.	PUNCT
fcis-11147	73	1	multi	multi	ADJ
fcis-11147	73	2	-	-	ADJ
fcis-11147	73	3	level	level	ADJ
fcis-11147	73	4	network	network	NOUN
fcis-11147	73	5	security	security	NOUN
fcis-11147	73	6	defense	defense	NOUN
fcis-11147	73	7	system	system	NOUN
fcis-11147	73	8	improves	improve	VERB
fcis-11147	73	9	network	network	NOUN
fcis-11147	73	10	security	security	NOUN
fcis-11147	73	11	and	and	CCONJ
fcis-11147	73	12	stability	stability	NOUN
fcis-11147	73	13	by	by	ADP
fcis-11147	73	14	combining	combine	VERB
fcis-11147	73	15	a	a	DET
fcis-11147	73	16	variety	variety	NOUN
fcis-11147	73	17	of	of	ADP
fcis-11147	73	18	security	security	NOUN
fcis-11147	73	19	technologies	technology	NOUN
fcis-11147	73	20	and	and	CCONJ
fcis-11147	73	21	means	mean	VERB
fcis-11147	73	22	to	to	PART
fcis-11147	73	23	comprehensively	comprehensively	ADV
fcis-11147	73	24	protect	protect	VERB
fcis-11147	73	25	the	the	DET
fcis-11147	73	26	network	network	NOUN
fcis-11147	73	27	from	from	ADP
fcis-11147	73	28	different	different	ADJ
fcis-11147	73	29	dimensions	dimension	NOUN
fcis-11147	73	30	.	.	PUNCT
fcis-11147	74	1	the	the	DET
fcis-11147	74	2	following	follow	VERB
fcis-11147	74	3	are	be	AUX
fcis-11147	74	4	the	the	DET
fcis-11147	74	5	key	key	ADJ
fcis-11147	74	6	points	point	NOUN
fcis-11147	74	7	for	for	ADP
fcis-11147	74	8	the	the	DET
fcis-11147	74	9	construction	construction	NOUN
fcis-11147	74	10	of	of	ADP
fcis-11147	74	11	multi	multi	ADJ
fcis-11147	74	12	-	-	ADJ
fcis-11147	74	13	level	level	ADJ
fcis-11147	74	14	network	network	NOUN
fcis-11147	74	15	security	security	NOUN
fcis-11147	74	16	defense	defense	NOUN
fcis-11147	74	17	system	system	NOUN
fcis-11147	74	18	:	:	PUNCT
fcis-11147	75	1	3.1.1	3.1.1	X
fcis-11147	75	2	.	.	PUNCT
fcis-11147	75	3	perimeter	perimeter	NOUN
fcis-11147	75	4	defense	defense	NOUN
fcis-11147	75	5	layer	layer	NOUN
fcis-11147	75	6	the	the	DET
fcis-11147	75	7	perimeter	perimeter	NOUN
fcis-11147	75	8	defense	defense	NOUN
fcis-11147	75	9	layer	layer	NOUN
fcis-11147	75	10	is	be	AUX
fcis-11147	75	11	located	locate	VERB
fcis-11147	75	12	at	at	ADP
fcis-11147	75	13	the	the	DET
fcis-11147	75	14	border	border	NOUN
fcis-11147	75	15	of	of	ADP
fcis-11147	75	16	the	the	DET
fcis-11147	75	17	network	network	NOUN
fcis-11147	75	18	,	,	PUNCT
fcis-11147	75	19	and	and	CCONJ
fcis-11147	75	20	as	as	ADP
fcis-11147	75	21	the	the	DET
fcis-11147	75	22	first	first	ADJ
fcis-11147	75	23	line	line	NOUN
fcis-11147	75	24	of	of	ADP
fcis-11147	75	25	defense	defense	NOUN
fcis-11147	75	26	,	,	PUNCT
fcis-11147	75	27	it	it	PRON
fcis-11147	75	28	is	be	AUX
fcis-11147	75	29	mainly	mainly	ADV
fcis-11147	75	30	used	use	VERB
fcis-11147	75	31	to	to	PART
fcis-11147	75	32	prevent	prevent	VERB
fcis-11147	75	33	unauthorized	unauthorized	ADJ
fcis-11147	75	34	access	access	NOUN
fcis-11147	75	35	and	and	CCONJ
fcis-11147	75	36	attack	attack	NOUN
fcis-11147	75	37	traffic	traffic	NOUN
fcis-11147	75	38	from	from	ADP
fcis-11147	75	39	entering	enter	VERB
fcis-11147	75	40	the	the	DET
fcis-11147	75	41	protected	protect	VERB
fcis-11147	75	42	network	network	NOUN
fcis-11147	75	43	.	.	PUNCT
fcis-11147	76	1	firewalls	firewall	NOUN
fcis-11147	76	2	,	,	PUNCT
fcis-11147	76	3	intrusion	intrusion	NOUN
fcis-11147	76	4	detection	detection	NOUN
fcis-11147	76	5	systems	system	NOUN
fcis-11147	76	6	(	(	PUNCT
fcis-11147	76	7	ids	id	NOUN
fcis-11147	76	8	)	)	PUNCT
fcis-11147	76	9	and	and	CCONJ
fcis-11147	76	10	intrusion	intrusion	NOUN
fcis-11147	76	11	prevention	prevention	NOUN
fcis-11147	76	12	systems	system	NOUN
fcis-11147	76	13	(	(	PUNCT
fcis-11147	76	14	ips	ips	PROPN
fcis-11147	76	15	)	)	PUNCT
fcis-11147	76	16	can	can	AUX
fcis-11147	76	17	be	be	AUX
fcis-11147	76	18	deployed	deploy	VERB
fcis-11147	76	19	in	in	ADP
fcis-11147	76	20	the	the	DET
fcis-11147	76	21	perimeter	perimeter	NOUN
fcis-11147	76	22	defense	defense	NOUN
fcis-11147	76	23	layer	layer	NOUN
fcis-11147	76	24	to	to	PART
fcis-11147	76	25	monitor	monitor	VERB
fcis-11147	76	26	and	and	CCONJ
fcis-11147	76	27	analyze	analyze	VERB
fcis-11147	76	28	the	the	DET
fcis-11147	76	29	incoming	incoming	ADJ
fcis-11147	76	30	and	and	CCONJ
fcis-11147	76	31	outgoing	outgoing	ADJ
fcis-11147	76	32	network	network	NOUN
fcis-11147	76	33	traffic	traffic	NOUN
fcis-11147	76	34	in	in	ADP
fcis-11147	76	35	real	real	ADJ
fcis-11147	76	36	time	time	NOUN
fcis-11147	76	37	to	to	PART
fcis-11147	76	38	ensure	ensure	VERB
fcis-11147	76	39	network	network	NOUN
fcis-11147	76	40	security	security	NOUN
fcis-11147	76	41	.	.	PUNCT
fcis-11147	77	1	in	in	ADP
fcis-11147	77	2	addition	addition	NOUN
fcis-11147	77	3	,	,	PUNCT
fcis-11147	77	4	the	the	DET
fcis-11147	77	5	perimeter	perimeter	NOUN
fcis-11147	77	6	defense	defense	NOUN
fcis-11147	77	7	layer	layer	NOUN
fcis-11147	77	8	can	can	AUX
fcis-11147	77	9	set	set	VERB
fcis-11147	77	10	up	up	ADP
fcis-11147	77	11	access	access	NOUN
fcis-11147	77	12	control	control	NOUN
fcis-11147	77	13	lists	list	NOUN
fcis-11147	77	14	(	(	PUNCT
fcis-11147	77	15	acls	acls	PROPN
fcis-11147	77	16	)	)	PUNCT
fcis-11147	77	17	and	and	CCONJ
fcis-11147	77	18	virtual	virtual	ADJ
fcis-11147	77	19	private	private	ADJ
fcis-11147	77	20	networks	network	NOUN
fcis-11147	77	21	(	(	PUNCT
fcis-11147	77	22	vpns	vpns	NOUN
fcis-11147	77	23	)	)	PUNCT
fcis-11147	77	24	to	to	PART
fcis-11147	77	25	restrict	restrict	VERB
fcis-11147	77	26	access	access	NOUN
fcis-11147	77	27	to	to	ADP
fcis-11147	77	28	specific	specific	ADJ
fcis-11147	77	29	ip	ip	PRON
fcis-11147	77	30	addresses	address	NOUN
fcis-11147	77	31	,	,	PUNCT
fcis-11147	77	32	ports	port	NOUN
fcis-11147	77	33	,	,	PUNCT
fcis-11147	77	34	or	or	CCONJ
fcis-11147	77	35	protocols	protocol	NOUN
fcis-11147	77	36	,	,	PUNCT
fcis-11147	77	37	increasing	increase	VERB
fcis-11147	77	38	network	network	NOUN
fcis-11147	77	39	isolation	isolation	NOUN
fcis-11147	77	40	and	and	CCONJ
fcis-11147	77	41	protection	protection	NOUN
fcis-11147	77	42	.	.	PUNCT
fcis-11147	78	1	3.1.2	3.1.2	X
fcis-11147	78	2	.	.	PUNCT
fcis-11147	78	3	authentication	authentication	NOUN
fcis-11147	78	4	and	and	CCONJ
fcis-11147	78	5	access	access	NOUN
fcis-11147	78	6	control	control	NOUN
fcis-11147	78	7	layer	layer	NOUN
fcis-11147	78	8	the	the	DET
fcis-11147	78	9	authentication	authentication	NOUN
fcis-11147	78	10	and	and	CCONJ
fcis-11147	78	11	access	access	NOUN
fcis-11147	78	12	control	control	NOUN
fcis-11147	78	13	layer	layer	NOUN
fcis-11147	78	14	is	be	AUX
fcis-11147	78	15	used	use	VERB
fcis-11147	78	16	to	to	PART
fcis-11147	78	17	ensure	ensure	VERB
fcis-11147	78	18	that	that	SCONJ
fcis-11147	78	19	users	user	NOUN
fcis-11147	78	20	and	and	CCONJ
fcis-11147	78	21	devices	device	NOUN
fcis-11147	78	22	on	on	ADP
fcis-11147	78	23	the	the	DET
fcis-11147	78	24	network	network	NOUN
fcis-11147	78	25	are	be	AUX
fcis-11147	78	26	legitimate	legitimate	ADJ
fcis-11147	78	27	and	and	CCONJ
fcis-11147	78	28	are	be	AUX
fcis-11147	78	29	provided	provide	VERB
fcis-11147	78	30	with	with	ADP
fcis-11147	78	31	appropriate	appropriate	ADJ
fcis-11147	78	32	privileges	privilege	NOUN
fcis-11147	78	33	and	and	CCONJ
fcis-11147	78	34	access	access	NOUN
fcis-11147	78	35	controls	control	NOUN
fcis-11147	78	36	.	.	PUNCT
fcis-11147	79	1	enhanced	enhance	VERB
fcis-11147	79	2	authentication	authentication	NOUN
fcis-11147	79	3	mechanisms	mechanism	NOUN
fcis-11147	79	4	,	,	PUNCT
fcis-11147	79	5	such	such	ADJ
fcis-11147	79	6	as	as	ADP
fcis-11147	79	7	multi	multi	ADJ
fcis-11147	79	8	-	-	ADJ
fcis-11147	79	9	factor	factor	NOUN
fcis-11147	79	10	authentication	authentication	NOUN
fcis-11147	79	11	,	,	PUNCT
fcis-11147	79	12	single	single	ADJ
fcis-11147	79	13	sign	sign	NOUN
fcis-11147	79	14	-	-	PUNCT
fcis-11147	79	15	on	on	ADP
fcis-11147	79	16	(	(	PUNCT
fcis-11147	79	17	sso	sso	NOUN
fcis-11147	79	18	)	)	PUNCT
fcis-11147	79	19	,	,	PUNCT
fcis-11147	79	20	etc	etc	X
fcis-11147	79	21	.	.	X
fcis-11147	79	22	,	,	PUNCT
fcis-11147	79	23	can	can	AUX
fcis-11147	79	24	be	be	AUX
fcis-11147	79	25	deployed	deploy	VERB
fcis-11147	79	26	in	in	ADP
fcis-11147	79	27	this	this	DET
fcis-11147	79	28	layer	layer	NOUN
fcis-11147	79	29	to	to	PART
fcis-11147	79	30	prevent	prevent	VERB
fcis-11147	79	31	identity	identity	NOUN
fcis-11147	79	32	masquerading	masquerade	VERB
fcis-11147	79	33	and	and	CCONJ
fcis-11147	79	34	illegal	illegal	ADJ
fcis-11147	79	35	access	access	NOUN
fcis-11147	79	36	.	.	PUNCT
fcis-11147	80	1	in	in	ADP
fcis-11147	80	2	addition	addition	NOUN
fcis-11147	80	3	,	,	PUNCT
fcis-11147	80	4	network	network	NOUN
fcis-11147	80	5	access	access	NOUN
fcis-11147	80	6	control	control	PROPN
fcis-11147	80	7	(	(	PUNCT
fcis-11147	80	8	nac	nac	PROPN
fcis-11147	80	9	)	)	PUNCT
fcis-11147	80	10	technology	technology	NOUN
fcis-11147	80	11	can	can	AUX
fcis-11147	80	12	be	be	AUX
fcis-11147	80	13	used	use	VERB
fcis-11147	80	14	to	to	PART
fcis-11147	80	15	perform	perform	VERB
fcis-11147	80	16	compliance	compliance	NOUN
fcis-11147	80	17	checking	checking	NOUN
fcis-11147	80	18	and	and	CCONJ
fcis-11147	80	19	access	access	NOUN
fcis-11147	80	20	privilege	privilege	NOUN
fcis-11147	80	21	control	control	NOUN
fcis-11147	80	22	on	on	ADP
fcis-11147	80	23	devices	device	NOUN
fcis-11147	80	24	accessing	access	VERB
fcis-11147	80	25	the	the	DET
fcis-11147	80	26	network	network	NOUN
fcis-11147	80	27	to	to	PART
fcis-11147	80	28	prevent	prevent	VERB
fcis-11147	80	29	untrusted	untrusted	ADJ
fcis-11147	80	30	devices	device	NOUN
fcis-11147	80	31	from	from	ADP
fcis-11147	80	32	intruding	intrude	VERB
fcis-11147	80	33	into	into	ADP
fcis-11147	80	34	the	the	DET
fcis-11147	80	35	network	network	NOUN
fcis-11147	80	36	.	.	PUNCT
fcis-11147	81	1	3.1.3	3.1.3	NUM
fcis-11147	81	2	.	.	PUNCT
fcis-11147	81	3	security	security	NOUN
fcis-11147	81	4	policy	policy	NOUN
fcis-11147	81	5	and	and	CCONJ
fcis-11147	81	6	application	application	NOUN
fcis-11147	81	7	layer	layer	NOUN
fcis-11147	81	8	the	the	DET
fcis-11147	81	9	security	security	NOUN
fcis-11147	81	10	policy	policy	NOUN
fcis-11147	81	11	and	and	CCONJ
fcis-11147	81	12	application	application	NOUN
fcis-11147	81	13	layer	layer	NOUN
fcis-11147	81	14	is	be	AUX
fcis-11147	81	15	the	the	DET
fcis-11147	81	16	core	core	ADJ
fcis-11147	81	17	part	part	NOUN
fcis-11147	81	18	of	of	ADP
fcis-11147	81	19	the	the	DET
fcis-11147	81	20	network	network	NOUN
fcis-11147	81	21	security	security	NOUN
fcis-11147	81	22	defense	defense	NOUN
fcis-11147	81	23	system	system	NOUN
fcis-11147	81	24	and	and	CCONJ
fcis-11147	81	25	is	be	AUX
fcis-11147	81	26	used	use	VERB
fcis-11147	81	27	to	to	PART
fcis-11147	81	28	define	define	VERB
fcis-11147	81	29	and	and	CCONJ
fcis-11147	81	30	implement	implement	VERB
fcis-11147	81	31	security	security	NOUN
fcis-11147	81	32	policies	policy	NOUN
fcis-11147	81	33	to	to	PART
fcis-11147	81	34	protect	protect	VERB
fcis-11147	81	35	network	network	NOUN
fcis-11147	81	36	resources	resource	NOUN
fcis-11147	81	37	and	and	CCONJ
fcis-11147	81	38	sensitive	sensitive	ADJ
fcis-11147	81	39	data	datum	NOUN
fcis-11147	81	40	from	from	ADP
fcis-11147	81	41	unauthorized	unauthorized	ADJ
fcis-11147	81	42	access	access	NOUN
fcis-11147	81	43	and	and	CCONJ
fcis-11147	81	44	attacks	attack	NOUN
fcis-11147	81	45	.	.	PUNCT
fcis-11147	82	1	data	datum	NOUN
fcis-11147	82	2	encryption	encryption	NOUN
fcis-11147	82	3	technology	technology	NOUN
fcis-11147	82	4	can	can	AUX
fcis-11147	82	5	be	be	AUX
fcis-11147	82	6	implemented	implement	VERB
fcis-11147	82	7	in	in	ADP
fcis-11147	82	8	this	this	DET
fcis-11147	82	9	layer	layer	NOUN
fcis-11147	82	10	to	to	PART
fcis-11147	82	11	ensure	ensure	VERB
fcis-11147	82	12	the	the	DET
fcis-11147	82	13	security	security	NOUN
fcis-11147	82	14	of	of	ADP
fcis-11147	82	15	data	datum	NOUN
fcis-11147	82	16	during	during	ADP
fcis-11147	82	17	transmission	transmission	NOUN
fcis-11147	82	18	and	and	CCONJ
fcis-11147	82	19	storage	storage	NOUN
fcis-11147	82	20	.	.	PUNCT
fcis-11147	83	1	at	at	ADP
fcis-11147	83	2	the	the	DET
fcis-11147	83	3	same	same	ADJ
fcis-11147	83	4	time	time	NOUN
fcis-11147	83	5	,	,	PUNCT
fcis-11147	83	6	technologies	technology	NOUN
fcis-11147	83	7	such	such	ADJ
fcis-11147	83	8	as	as	ADP
fcis-11147	83	9	access	access	NOUN
fcis-11147	83	10	control	control	NOUN
fcis-11147	83	11	policies	policy	NOUN
fcis-11147	83	12	,	,	PUNCT
fcis-11147	83	13	security	security	NOUN
fcis-11147	83	14	auditing	auditing	NOUN
fcis-11147	83	15	and	and	CCONJ
fcis-11147	83	16	security	security	NOUN
fcis-11147	83	17	event	event	NOUN
fcis-11147	83	18	management	management	NOUN
fcis-11147	83	19	can	can	AUX
fcis-11147	83	20	be	be	AUX
fcis-11147	83	21	used	use	VERB
fcis-11147	83	22	to	to	PART
fcis-11147	83	23	strengthen	strengthen	VERB
fcis-11147	83	24	the	the	DET
fcis-11147	83	25	monitoring	monitoring	NOUN
fcis-11147	83	26	and	and	CCONJ
fcis-11147	83	27	analysis	analysis	NOUN
fcis-11147	83	28	of	of	ADP
fcis-11147	83	29	network	network	NOUN
fcis-11147	83	30	behavior	behavior	NOUN
fcis-11147	83	31	,	,	PUNCT
fcis-11147	83	32	and	and	CCONJ
fcis-11147	83	33	to	to	PART
fcis-11147	83	34	detect	detect	VERB
fcis-11147	83	35	and	and	CCONJ
fcis-11147	83	36	respond	respond	VERB
fcis-11147	83	37	to	to	ADP
fcis-11147	83	38	security	security	NOUN
fcis-11147	83	39	threats	threat	NOUN
fcis-11147	83	40	at	at	ADP
fcis-11147	83	41	an	an	DET
fcis-11147	83	42	early	early	ADJ
fcis-11147	83	43	stage	stage	NOUN
fcis-11147	83	44	.	.	PUNCT
fcis-11147	84	1	3.1.4	3.1.4	X
fcis-11147	84	2	.	.	PUNCT
fcis-11147	84	3	application	application	NOUN
fcis-11147	84	4	and	and	CCONJ
fcis-11147	84	5	data	datum	NOUN
fcis-11147	84	6	layer	layer	NOUN
fcis-11147	84	7	at	at	ADP
fcis-11147	84	8	the	the	DET
fcis-11147	84	9	application	application	NOUN
fcis-11147	84	10	and	and	CCONJ
fcis-11147	84	11	data	datum	NOUN
fcis-11147	84	12	layer	layer	NOUN
fcis-11147	84	13	,	,	PUNCT
fcis-11147	84	14	security	security	NOUN
fcis-11147	84	15	enhancement	enhancement	NOUN
fcis-11147	84	16	techniques	technique	NOUN
fcis-11147	84	17	can	can	AUX
fcis-11147	84	18	be	be	AUX
fcis-11147	84	19	used	use	VERB
fcis-11147	84	20	to	to	PART
fcis-11147	84	21	harden	harden	VERB
fcis-11147	84	22	applications	application	NOUN
fcis-11147	84	23	and	and	CCONJ
fcis-11147	84	24	repair	repair	VERB
fcis-11147	84	25	vulnerabilities	vulnerability	NOUN
fcis-11147	84	26	to	to	PART
fcis-11147	84	27	reduce	reduce	VERB
fcis-11147	84	28	the	the	DET
fcis-11147	84	29	attack	attack	NOUN
fcis-11147	84	30	surface	surface	NOUN
fcis-11147	84	31	and	and	CCONJ
fcis-11147	84	32	avoid	avoid	VERB
fcis-11147	84	33	application	application	NOUN
fcis-11147	84	34	layer	layer	NOUN
fcis-11147	84	35	attacks	attack	NOUN
fcis-11147	84	36	.	.	PUNCT
fcis-11147	85	1	at	at	ADP
fcis-11147	85	2	the	the	DET
fcis-11147	85	3	same	same	ADJ
fcis-11147	85	4	time	time	NOUN
fcis-11147	85	5	,	,	PUNCT
fcis-11147	85	6	data	datum	NOUN
fcis-11147	85	7	classification	classification	NOUN
fcis-11147	85	8	and	and	CCONJ
fcis-11147	85	9	segregation	segregation	NOUN
fcis-11147	85	10	strategies	strategy	NOUN
fcis-11147	85	11	can	can	AUX
fcis-11147	85	12	be	be	AUX
fcis-11147	85	13	implemented	implement	VERB
fcis-11147	85	14	to	to	PART
fcis-11147	85	15	separate	separate	VERB
fcis-11147	85	16	sensitive	sensitive	ADJ
fcis-11147	85	17	data	datum	NOUN
fcis-11147	85	18	from	from	ADP
fcis-11147	85	19	non	non	ADJ
fcis-11147	85	20	-	-	ADJ
fcis-11147	85	21	sensitive	sensitive	ADJ
fcis-11147	85	22	data	datum	NOUN
fcis-11147	85	23	,	,	PUNCT
fcis-11147	85	24	thereby	thereby	ADV
fcis-11147	85	25	reducing	reduce	VERB
fcis-11147	85	26	the	the	DET
fcis-11147	85	27	risk	risk	NOUN
fcis-11147	85	28	of	of	ADP
fcis-11147	85	29	data	datum	NOUN
fcis-11147	85	30	leakage	leakage	NOUN
fcis-11147	85	31	and	and	CCONJ
fcis-11147	85	32	data	datum	NOUN
fcis-11147	85	33	tampering	tampering	NOUN
fcis-11147	85	34	.	.	PUNCT
fcis-11147	86	1	3.1.5	3.1.5	X
fcis-11147	86	2	.	.	PUNCT
fcis-11147	86	3	security	security	NOUN
fcis-11147	86	4	awareness	awareness	NOUN
fcis-11147	86	5	education	education	NOUN
fcis-11147	86	6	and	and	CCONJ
fcis-11147	86	7	training	training	NOUN
fcis-11147	86	8	layer	layer	NOUN
fcis-11147	86	9	in	in	ADP
fcis-11147	86	10	addition	addition	NOUN
fcis-11147	86	11	to	to	ADP
fcis-11147	86	12	defense	defense	NOUN
fcis-11147	86	13	measures	measure	NOUN
fcis-11147	86	14	at	at	ADP
fcis-11147	86	15	the	the	DET
fcis-11147	86	16	technical	technical	ADJ
fcis-11147	86	17	level	level	NOUN
fcis-11147	86	18	,	,	PUNCT
fcis-11147	86	19	the	the	DET
fcis-11147	86	20	multi	multi	ADJ
fcis-11147	86	21	-	-	ADJ
fcis-11147	86	22	level	level	ADJ
fcis-11147	86	23	network	network	NOUN
fcis-11147	86	24	security	security	NOUN
fcis-11147	86	25	defense	defense	NOUN
fcis-11147	86	26	system	system	NOUN
fcis-11147	86	27	should	should	AUX
fcis-11147	86	28	also	also	ADV
fcis-11147	86	29	include	include	VERB
fcis-11147	86	30	a	a	DET
fcis-11147	86	31	security	security	NOUN
fcis-11147	86	32	awareness	awareness	NOUN
fcis-11147	86	33	education	education	NOUN
fcis-11147	86	34	and	and	CCONJ
fcis-11147	86	35	training	training	NOUN
fcis-11147	86	36	layer	layer	NOUN
fcis-11147	86	37	.	.	PUNCT
fcis-11147	87	1	security	security	NOUN
fcis-11147	87	2	awareness	awareness	NOUN
fcis-11147	87	3	education	education	NOUN
fcis-11147	87	4	can	can	AUX
fcis-11147	87	5	raise	raise	VERB
fcis-11147	87	6	the	the	DET
fcis-11147	87	7	cybersecurity	cybersecurity	NOUN
fcis-11147	87	8	awareness	awareness	NOUN
fcis-11147	87	9	of	of	ADP
fcis-11147	87	10	employees	employee	NOUN
fcis-11147	87	11	and	and	CCONJ
fcis-11147	87	12	users	user	NOUN
fcis-11147	87	13	,	,	PUNCT
fcis-11147	87	14	educate	educate	VERB
fcis-11147	87	15	them	they	PRON
fcis-11147	87	16	on	on	ADP
fcis-11147	87	17	how	how	SCONJ
fcis-11147	87	18	to	to	PART
fcis-11147	87	19	recognize	recognize	VERB
fcis-11147	87	20	and	and	CCONJ
fcis-11147	87	21	respond	respond	VERB
fcis-11147	87	22	to	to	ADP
fcis-11147	87	23	cyber	cyber	NOUN
fcis-11147	87	24	threats	threat	NOUN
fcis-11147	87	25	,	,	PUNCT
fcis-11147	87	26	and	and	CCONJ
fcis-11147	87	27	avoid	avoid	VERB
fcis-11147	87	28	security	security	NOUN
fcis-11147	87	29	breaches	breach	NOUN
fcis-11147	87	30	due	due	ADJ
fcis-11147	87	31	to	to	ADP
fcis-11147	87	32	social	social	ADJ
fcis-11147	87	33	engineering	engineering	NOUN
fcis-11147	87	34	attacks	attack	NOUN
fcis-11147	87	35	.	.	PUNCT
fcis-11147	88	1	3.2	3.2	NUM
fcis-11147	88	2	.	.	PUNCT
fcis-11147	88	3	ai	ai	VERB
fcis-11147	88	4	-	-	PUNCT
fcis-11147	88	5	based	base	VERB
fcis-11147	88	6	intelligent	intelligent	ADJ
fcis-11147	88	7	security	security	NOUN
fcis-11147	88	8	monitoring	monitoring	NOUN
fcis-11147	88	9	and	and	CCONJ
fcis-11147	88	10	response	response	NOUN
fcis-11147	88	11	system	system	NOUN
fcis-11147	88	12	in	in	ADP
fcis-11147	88	13	the	the	DET
fcis-11147	88	14	context	context	NOUN
fcis-11147	88	15	of	of	ADP
fcis-11147	88	16	big	big	ADJ
fcis-11147	88	17	data	datum	NOUN
fcis-11147	88	18	,	,	PUNCT
fcis-11147	88	19	network	network	NOUN
fcis-11147	88	20	security	security	NOUN
fcis-11147	88	21	faces	face	VERB
fcis-11147	88	22	increasingly	increasingly	ADV
fcis-11147	88	23	complex	complex	ADJ
fcis-11147	88	24	and	and	CCONJ
fcis-11147	88	25	intelligent	intelligent	ADJ
fcis-11147	88	26	threats	threat	NOUN
fcis-11147	88	27	,	,	PUNCT
fcis-11147	88	28	and	and	CCONJ
fcis-11147	88	29	traditional	traditional	ADJ
fcis-11147	88	30	security	security	NOUN
fcis-11147	88	31	defense	defense	NOUN
fcis-11147	88	32	means	mean	NOUN
fcis-11147	88	33	have	have	AUX
fcis-11147	88	34	been	be	AUX
fcis-11147	88	35	difficult	difficult	ADJ
fcis-11147	88	36	to	to	PART
fcis-11147	88	37	meet	meet	VERB
fcis-11147	88	38	the	the	DET
fcis-11147	88	39	demand	demand	NOUN
fcis-11147	88	40	for	for	ADP
fcis-11147	88	41	real	real	ADJ
fcis-11147	88	42	-	-	PUNCT
fcis-11147	88	43	time	time	NOUN
fcis-11147	88	44	monitoring	monitoring	NOUN
fcis-11147	88	45	and	and	CCONJ
fcis-11147	88	46	response	response	NOUN
fcis-11147	88	47	.	.	PUNCT
fcis-11147	89	1	in	in	ADP
fcis-11147	89	2	order	order	NOUN
fcis-11147	89	3	to	to	PART
fcis-11147	89	4	better	well	ADV
fcis-11147	89	5	cope	cope	VERB
fcis-11147	89	6	with	with	ADP
fcis-11147	89	7	various	various	ADJ
fcis-11147	89	8	types	type	NOUN
fcis-11147	89	9	of	of	ADP
fcis-11147	89	10	security	security	NOUN
fcis-11147	89	11	threats	threat	NOUN
fcis-11147	89	12	,	,	PUNCT
fcis-11147	89	13	an	an	DET
fcis-11147	89	14	intelligent	intelligent	ADJ
fcis-11147	89	15	security	security	NOUN
fcis-11147	89	16	monitoring	monitoring	NOUN
fcis-11147	89	17	and	and	CCONJ
fcis-11147	89	18	response	response	NOUN
fcis-11147	89	19	system	system	NOUN
fcis-11147	89	20	based	base	VERB
fcis-11147	89	21	on	on	ADP
fcis-11147	89	22	artificial	artificial	ADJ
fcis-11147	89	23	intelligence	intelligence	NOUN
fcis-11147	89	24	(	(	PUNCT
fcis-11147	89	25	ai	ai	NOUN
fcis-11147	89	26	)	)	PUNCT
fcis-11147	89	27	has	have	AUX
fcis-11147	89	28	become	become	VERB
fcis-11147	89	29	a	a	DET
fcis-11147	89	30	new	new	ADJ
fcis-11147	89	31	research	research	NOUN
fcis-11147	89	32	direction	direction	NOUN
fcis-11147	89	33	.	.	PUNCT
fcis-11147	90	1	such	such	ADJ
fcis-11147	90	2	systems	system	NOUN
fcis-11147	90	3	utilize	utilize	VERB
fcis-11147	90	4	ai	ai	VERB
fcis-11147	90	5	algorithms	algorithm	NOUN
fcis-11147	90	6	and	and	CCONJ
fcis-11147	90	7	technologies	technology	NOUN
fcis-11147	90	8	to	to	PART
fcis-11147	90	9	perform	perform	VERB
fcis-11147	90	10	network	network	NOUN
fcis-11147	90	11	security	security	NOUN
fcis-11147	90	12	monitoring	monitoring	NOUN
fcis-11147	90	13	and	and	CCONJ
fcis-11147	90	14	response	response	NOUN
fcis-11147	90	15	through	through	ADP
fcis-11147	90	16	automation	automation	NOUN
fcis-11147	90	17	and	and	CCONJ
fcis-11147	90	18	intelligence	intelligence	NOUN
fcis-11147	90	19	in	in	ADP
fcis-11147	90	20	order	order	NOUN
fcis-11147	90	21	to	to	PART
fcis-11147	90	22	detect	detect	VERB
fcis-11147	90	23	threats	threat	NOUN
fcis-11147	90	24	and	and	CCONJ
fcis-11147	90	25	take	take	VERB
fcis-11147	90	26	corresponding	corresponding	ADJ
fcis-11147	90	27	measures	measure	NOUN
fcis-11147	90	28	more	more	ADV
fcis-11147	90	29	efficiently	efficiently	ADV
fcis-11147	90	30	.	.	PUNCT
fcis-11147	91	1	3.2.1	3.2.1	X
fcis-11147	91	2	.	.	X
fcis-11147	91	3	powerful	powerful	ADJ
fcis-11147	91	4	data	datum	NOUN
fcis-11147	91	5	analysis	analysis	NOUN
fcis-11147	91	6	capability	capability	NOUN
fcis-11147	91	7	the	the	DET
fcis-11147	91	8	ai	ai	NOUN
fcis-11147	91	9	-	-	PUNCT
fcis-11147	91	10	based	base	VERB
fcis-11147	91	11	intelligent	intelligent	ADJ
fcis-11147	91	12	security	security	NOUN
fcis-11147	91	13	monitoring	monitoring	NOUN
fcis-11147	91	14	and	and	CCONJ
fcis-11147	91	15	response	response	NOUN
fcis-11147	91	16	system	system	NOUN
fcis-11147	91	17	has	have	VERB
fcis-11147	91	18	a	a	DET
fcis-11147	91	19	powerful	powerful	ADJ
fcis-11147	91	20	data	datum	NOUN
fcis-11147	91	21	analysis	analysis	NOUN
fcis-11147	91	22	capability	capability	NOUN
fcis-11147	91	23	that	that	PRON
fcis-11147	91	24	can	can	AUX
fcis-11147	91	25	handle	handle	VERB
fcis-11147	91	26	large	large	ADJ
fcis-11147	91	27	-	-	PUNCT
fcis-11147	91	28	scale	scale	NOUN
fcis-11147	91	29	network	network	NOUN
fcis-11147	91	30	data	datum	NOUN
fcis-11147	91	31	and	and	CCONJ
fcis-11147	91	32	log	log	VERB
fcis-11147	91	33	information	information	NOUN
fcis-11147	91	34	.	.	PUNCT
fcis-11147	92	1	through	through	ADP
fcis-11147	92	2	realtime	realtime	NOUN
fcis-11147	92	3	monitoring	monitoring	NOUN
fcis-11147	92	4	and	and	CCONJ
fcis-11147	92	5	analysis	analysis	NOUN
fcis-11147	92	6	of	of	ADP
fcis-11147	92	7	massive	massive	ADJ
fcis-11147	92	8	data	datum	NOUN
fcis-11147	92	9	,	,	PUNCT
fcis-11147	92	10	it	it	PRON
fcis-11147	92	11	can	can	AUX
fcis-11147	92	12	identify	identify	VERB
fcis-11147	92	13	abnormal	abnormal	ADJ
fcis-11147	92	14	behaviors	behavior	NOUN
fcis-11147	92	15	and	and	CCONJ
fcis-11147	92	16	potential	potential	ADJ
fcis-11147	92	17	threats	threat	NOUN
fcis-11147	92	18	in	in	ADP
fcis-11147	92	19	the	the	DET
fcis-11147	92	20	network	network	NOUN
fcis-11147	92	21	,	,	PUNCT
fcis-11147	92	22	including	include	VERB
fcis-11147	92	23	new	new	ADJ
fcis-11147	92	24	types	type	NOUN
fcis-11147	92	25	of	of	ADP
fcis-11147	92	26	attacks	attack	NOUN
fcis-11147	92	27	and	and	CCONJ
fcis-11147	92	28	exploitation	exploitation	NOUN
fcis-11147	92	29	of	of	ADP
fcis-11147	92	30	zero	zero	NUM
fcis-11147	92	31	-	-	PUNCT
fcis-11147	92	32	day	day	NOUN
fcis-11147	92	33	vulnerabilities	vulnerability	NOUN
fcis-11147	92	34	.	.	PUNCT
fcis-11147	93	1	3.2.2	3.2.2	X
fcis-11147	93	2	.	.	PUNCT
fcis-11147	93	3	machine	machine	NOUN
fcis-11147	93	4	learning	learn	VERB
fcis-11147	93	5	algorithms	algorithm	NOUN
fcis-11147	93	6	this	this	DET
fcis-11147	93	7	system	system	NOUN
fcis-11147	93	8	uses	use	VERB
fcis-11147	93	9	machine	machine	NOUN
fcis-11147	93	10	learning	learning	NOUN
fcis-11147	93	11	algorithms	algorithm	NOUN
fcis-11147	93	12	that	that	PRON
fcis-11147	93	13	can	can	AUX
fcis-11147	93	14	learn	learn	VERB
fcis-11147	93	15	normal	normal	ADJ
fcis-11147	93	16	behavior	behavior	NOUN
fcis-11147	93	17	patterns	pattern	NOUN
fcis-11147	93	18	of	of	ADP
fcis-11147	93	19	the	the	DET
fcis-11147	93	20	network	network	NOUN
fcis-11147	93	21	from	from	ADP
fcis-11147	93	22	historical	historical	ADJ
fcis-11147	93	23	data	datum	NOUN
fcis-11147	93	24	and	and	CCONJ
fcis-11147	93	25	automatically	automatically	ADV
fcis-11147	93	26	adjust	adjust	VERB
fcis-11147	93	27	the	the	DET
fcis-11147	93	28	model	model	NOUN
fcis-11147	93	29	to	to	PART
fcis-11147	93	30	adapt	adapt	VERB
fcis-11147	93	31	to	to	ADP
fcis-11147	93	32	the	the	DET
fcis-11147	93	33	everchanging	everchanging	NOUN
fcis-11147	93	34	network	network	NOUN
fcis-11147	93	35	environment	environment	NOUN
fcis-11147	93	36	.	.	PUNCT
fcis-11147	94	1	intelligent	intelligent	ADJ
fcis-11147	94	2	systems	system	NOUN
fcis-11147	94	3	based	base	VERB
fcis-11147	94	4	on	on	ADP
fcis-11147	94	5	machine	machine	NOUN
fcis-11147	94	6	learning	learning	NOUN
fcis-11147	94	7	can	can	AUX
fcis-11147	94	8	more	more	ADV
fcis-11147	94	9	accurately	accurately	ADV
fcis-11147	94	10	identify	identify	VERB
fcis-11147	94	11	unknown	unknown	ADJ
fcis-11147	94	12	threats	threat	NOUN
fcis-11147	94	13	and	and	CCONJ
fcis-11147	94	14	improve	improve	VERB
fcis-11147	94	15	the	the	DET
fcis-11147	94	16	accuracy	accuracy	NOUN
fcis-11147	94	17	and	and	CCONJ
fcis-11147	94	18	real	real	ADJ
fcis-11147	94	19	-	-	PUNCT
fcis-11147	94	20	time	time	NOUN
fcis-11147	94	21	nature	nature	NOUN
fcis-11147	94	22	of	of	ADP
fcis-11147	94	23	security	security	NOUN
fcis-11147	94	24	detection	detection	NOUN
fcis-11147	94	25	.	.	PUNCT
fcis-11147	95	1	3.2.3	3.2.3	X
fcis-11147	95	2	.	.	PUNCT
fcis-11147	95	3	automated	automate	VERB
fcis-11147	95	4	response	response	NOUN
fcis-11147	95	5	mechanism	mechanism	NOUN
fcis-11147	95	6	the	the	DET
fcis-11147	95	7	ai	ai	NOUN
fcis-11147	95	8	-	-	PUNCT
fcis-11147	95	9	based	base	VERB
fcis-11147	95	10	intelligent	intelligent	ADJ
fcis-11147	95	11	security	security	NOUN
fcis-11147	95	12	monitoring	monitoring	NOUN
fcis-11147	95	13	and	and	CCONJ
fcis-11147	95	14	response	response	NOUN
fcis-11147	95	15	system	system	NOUN
fcis-11147	95	16	not	not	PART
fcis-11147	95	17	only	only	ADV
fcis-11147	95	18	monitors	monitor	VERB
fcis-11147	95	19	threats	threat	NOUN
fcis-11147	95	20	,	,	PUNCT
fcis-11147	95	21	but	but	CCONJ
fcis-11147	95	22	also	also	ADV
fcis-11147	95	23	automatically	automatically	ADV
fcis-11147	95	24	triggers	trigger	VERB
fcis-11147	95	25	the	the	DET
fcis-11147	95	26	response	response	NOUN
fcis-11147	95	27	mechanism	mechanism	NOUN
fcis-11147	95	28	.	.	PUNCT
fcis-11147	96	1	through	through	ADP
fcis-11147	96	2	pre	pre	ADJ
fcis-11147	96	3	-	-	ADJ
fcis-11147	96	4	set	set	ADJ
fcis-11147	96	5	rules	rule	NOUN
fcis-11147	96	6	and	and	CCONJ
fcis-11147	96	7	policies	policy	NOUN
fcis-11147	96	8	,	,	PUNCT
fcis-11147	96	9	the	the	DET
fcis-11147	96	10	system	system	NOUN
fcis-11147	96	11	can	can	AUX
fcis-11147	96	12	automate	automate	VERB
fcis-11147	96	13	corresponding	corresponding	ADJ
fcis-11147	96	14	defense	defense	NOUN
fcis-11147	96	15	measures	measure	NOUN
fcis-11147	96	16	,	,	PUNCT
fcis-11147	96	17	such	such	ADJ
fcis-11147	96	18	as	as	ADP
fcis-11147	96	19	blocking	block	VERB
fcis-11147	96	20	malicious	malicious	ADJ
fcis-11147	96	21	ip	ip	NOUN
fcis-11147	96	22	addresses	address	NOUN
fcis-11147	96	23	and	and	CCONJ
fcis-11147	96	24	isolating	isolate	VERB
fcis-11147	96	25	infected	infected	ADJ
fcis-11147	96	26	devices	device	NOUN
fcis-11147	96	27	,	,	PUNCT
fcis-11147	96	28	thus	thus	ADV
fcis-11147	96	29	reducing	reduce	VERB
fcis-11147	96	30	the	the	DET
fcis-11147	96	31	impact	impact	NOUN
fcis-11147	96	32	of	of	ADP
fcis-11147	96	33	security	security	NOUN
fcis-11147	96	34	incidents	incident	NOUN
fcis-11147	96	35	on	on	ADP
fcis-11147	96	36	the	the	DET
fcis-11147	96	37	network	network	NOUN
fcis-11147	96	38	.	.	PUNCT
fcis-11147	97	1	3.2.4	3.2.4	NUM
fcis-11147	97	2	.	.	PUNCT
fcis-11147	97	3	threat	threat	NOUN
fcis-11147	97	4	intelligence	intelligence	NOUN
fcis-11147	97	5	integration	integration	NOUN
fcis-11147	97	6	the	the	DET
fcis-11147	97	7	intelligent	intelligent	ADJ
fcis-11147	97	8	security	security	NOUN
fcis-11147	97	9	monitoring	monitoring	NOUN
fcis-11147	97	10	and	and	CCONJ
fcis-11147	97	11	response	response	NOUN
fcis-11147	97	12	system	system	NOUN
fcis-11147	97	13	can	can	AUX
fcis-11147	97	14	integrate	integrate	VERB
fcis-11147	97	15	data	datum	NOUN
fcis-11147	97	16	from	from	ADP
fcis-11147	97	17	multiple	multiple	ADJ
fcis-11147	97	18	threat	threat	NOUN
fcis-11147	97	19	intelligence	intelligence	NOUN
fcis-11147	97	20	sources	source	NOUN
fcis-11147	97	21	to	to	ADP
fcis-11147	97	22	81	81	NUM
fcis-11147	97	23	form	form	NOUN
fcis-11147	97	24	a	a	DET
fcis-11147	97	25	comprehensive	comprehensive	ADJ
fcis-11147	97	26	threat	threat	NOUN
fcis-11147	97	27	intelligence	intelligence	NOUN
fcis-11147	97	28	database	database	NOUN
fcis-11147	97	29	.	.	PUNCT
fcis-11147	98	1	by	by	ADP
fcis-11147	98	2	correlating	correlate	VERB
fcis-11147	98	3	and	and	CCONJ
fcis-11147	98	4	analyzing	analyze	VERB
fcis-11147	98	5	with	with	ADP
fcis-11147	98	6	real	real	ADJ
fcis-11147	98	7	-	-	PUNCT
fcis-11147	98	8	time	time	NOUN
fcis-11147	98	9	network	network	NOUN
fcis-11147	98	10	data	datum	NOUN
fcis-11147	98	11	,	,	PUNCT
fcis-11147	98	12	the	the	DET
fcis-11147	98	13	system	system	NOUN
fcis-11147	98	14	can	can	AUX
fcis-11147	98	15	identify	identify	VERB
fcis-11147	98	16	potential	potential	ADJ
fcis-11147	98	17	threats	threat	NOUN
fcis-11147	98	18	earlier	early	ADV
fcis-11147	98	19	and	and	CCONJ
fcis-11147	98	20	help	help	VERB
fcis-11147	98	21	security	security	NOUN
fcis-11147	98	22	teams	team	NOUN
fcis-11147	98	23	respond	respond	VERB
fcis-11147	98	24	in	in	ADP
fcis-11147	98	25	a	a	DET
fcis-11147	98	26	timelier	timely	ADJ
fcis-11147	98	27	manner	manner	NOUN
fcis-11147	98	28	.	.	PUNCT
fcis-11147	99	1	3.2.5	3.2.5	NUM
fcis-11147	99	2	.	.	PUNCT
fcis-11147	99	3	visualization	visualization	NOUN
fcis-11147	99	4	display	display	NOUN
fcis-11147	99	5	in	in	ADP
fcis-11147	99	6	order	order	NOUN
fcis-11147	99	7	to	to	PART
fcis-11147	99	8	facilitate	facilitate	VERB
fcis-11147	99	9	the	the	DET
fcis-11147	99	10	security	security	NOUN
fcis-11147	99	11	team	team	NOUN
fcis-11147	99	12	's	's	PART
fcis-11147	99	13	understanding	understanding	NOUN
fcis-11147	99	14	and	and	CCONJ
fcis-11147	99	15	handling	handling	NOUN
fcis-11147	99	16	of	of	ADP
fcis-11147	99	17	threat	threat	NOUN
fcis-11147	99	18	scenarios	scenario	NOUN
fcis-11147	99	19	,	,	PUNCT
fcis-11147	99	20	the	the	DET
fcis-11147	99	21	ai	ai	NOUN
fcis-11147	99	22	-	-	PUNCT
fcis-11147	99	23	based	base	VERB
fcis-11147	99	24	intelligent	intelligent	ADJ
fcis-11147	99	25	security	security	NOUN
fcis-11147	99	26	monitoring	monitoring	NOUN
fcis-11147	99	27	and	and	CCONJ
fcis-11147	99	28	response	response	NOUN
fcis-11147	99	29	system	system	NOUN
fcis-11147	99	30	can	can	AUX
fcis-11147	99	31	use	use	VERB
fcis-11147	99	32	data	data	NOUN
fcis-11147	99	33	visualization	visualization	NOUN
fcis-11147	99	34	technology	technology	NOUN
fcis-11147	99	35	to	to	PART
fcis-11147	99	36	convert	convert	VERB
fcis-11147	99	37	complex	complex	ADJ
fcis-11147	99	38	security	security	NOUN
fcis-11147	99	39	data	datum	NOUN
fcis-11147	99	40	into	into	ADP
fcis-11147	99	41	intuitive	intuitive	ADJ
fcis-11147	99	42	charts	chart	NOUN
fcis-11147	99	43	and	and	CCONJ
fcis-11147	99	44	images	image	NOUN
fcis-11147	99	45	.	.	PUNCT
fcis-11147	100	1	in	in	ADP
fcis-11147	100	2	this	this	DET
fcis-11147	100	3	way	way	NOUN
fcis-11147	100	4	,	,	PUNCT
fcis-11147	100	5	security	security	NOUN
fcis-11147	100	6	teams	team	NOUN
fcis-11147	100	7	can	can	AUX
fcis-11147	100	8	discover	discover	VERB
fcis-11147	100	9	and	and	CCONJ
fcis-11147	100	10	understand	understand	VERB
fcis-11147	100	11	cyber	cyber	NOUN
fcis-11147	100	12	threats	threat	NOUN
fcis-11147	100	13	more	more	ADV
fcis-11147	100	14	quickly	quickly	ADV
fcis-11147	100	15	and	and	CCONJ
fcis-11147	100	16	make	make	VERB
fcis-11147	100	17	decisions	decision	NOUN
fcis-11147	100	18	accordingly	accordingly	ADV
fcis-11147	100	19	.	.	PUNCT
fcis-11147	101	1	3.2.6	3.2.6	X
fcis-11147	101	2	.	.	PUNCT
fcis-11147	101	3	real	real	ADJ
fcis-11147	101	4	-	-	PUNCT
fcis-11147	101	5	time	time	NOUN
fcis-11147	101	6	and	and	CCONJ
fcis-11147	101	7	adaptive	adaptive	ADJ
fcis-11147	101	8	intelligent	intelligent	ADJ
fcis-11147	101	9	security	security	NOUN
fcis-11147	101	10	monitoring	monitoring	NOUN
fcis-11147	101	11	and	and	CCONJ
fcis-11147	101	12	response	response	NOUN
fcis-11147	101	13	system	system	NOUN
fcis-11147	101	14	has	have	VERB
fcis-11147	101	15	the	the	DET
fcis-11147	101	16	ability	ability	NOUN
fcis-11147	101	17	to	to	PART
fcis-11147	101	18	monitor	monitor	VERB
fcis-11147	101	19	and	and	CCONJ
fcis-11147	101	20	respond	respond	VERB
fcis-11147	101	21	in	in	ADP
fcis-11147	101	22	real	real	ADJ
fcis-11147	101	23	-	-	PUNCT
fcis-11147	101	24	time	time	NOUN
fcis-11147	101	25	,	,	PUNCT
fcis-11147	101	26	so	so	SCONJ
fcis-11147	101	27	that	that	SCONJ
fcis-11147	101	28	it	it	PRON
fcis-11147	101	29	can	can	AUX
fcis-11147	101	30	discover	discover	VERB
fcis-11147	101	31	and	and	CCONJ
fcis-11147	101	32	respond	respond	VERB
fcis-11147	101	33	to	to	ADP
fcis-11147	101	34	network	network	NOUN
fcis-11147	101	35	security	security	NOUN
fcis-11147	101	36	threats	threat	NOUN
fcis-11147	101	37	in	in	ADP
fcis-11147	101	38	a	a	DET
fcis-11147	101	39	timely	timely	ADJ
fcis-11147	101	40	manner	manner	NOUN
fcis-11147	101	41	.	.	PUNCT
fcis-11147	102	1	at	at	ADP
fcis-11147	102	2	the	the	DET
fcis-11147	102	3	same	same	ADJ
fcis-11147	102	4	time	time	NOUN
fcis-11147	102	5	,	,	PUNCT
fcis-11147	102	6	the	the	DET
fcis-11147	102	7	system	system	NOUN
fcis-11147	102	8	can	can	AUX
fcis-11147	102	9	adaptively	adaptively	ADV
fcis-11147	102	10	adjust	adjust	VERB
fcis-11147	102	11	security	security	NOUN
fcis-11147	102	12	policies	policy	NOUN
fcis-11147	102	13	and	and	CCONJ
fcis-11147	102	14	models	model	NOUN
fcis-11147	102	15	according	accord	VERB
fcis-11147	102	16	to	to	ADP
fcis-11147	102	17	changes	change	NOUN
fcis-11147	102	18	in	in	ADP
fcis-11147	102	19	the	the	DET
fcis-11147	102	20	network	network	NOUN
fcis-11147	102	21	environment	environment	NOUN
fcis-11147	102	22	to	to	PART
fcis-11147	102	23	maintain	maintain	VERB
fcis-11147	102	24	efficient	efficient	ADJ
fcis-11147	102	25	security	security	NOUN
fcis-11147	102	26	defense	defense	NOUN
fcis-11147	102	27	capabilities	capability	NOUN
fcis-11147	102	28	.	.	PUNCT
fcis-11147	103	1	in	in	ADP
fcis-11147	103	2	summary	summary	NOUN
fcis-11147	103	3	,	,	PUNCT
fcis-11147	103	4	the	the	DET
fcis-11147	103	5	ai	ai	NOUN
fcis-11147	103	6	-	-	PUNCT
fcis-11147	103	7	based	base	VERB
fcis-11147	103	8	intelligent	intelligent	ADJ
fcis-11147	103	9	security	security	NOUN
fcis-11147	103	10	monitoring	monitoring	NOUN
fcis-11147	103	11	and	and	CCONJ
fcis-11147	103	12	response	response	NOUN
fcis-11147	103	13	system	system	NOUN
fcis-11147	103	14	is	be	AUX
fcis-11147	103	15	an	an	DET
fcis-11147	103	16	efficient	efficient	ADJ
fcis-11147	103	17	,	,	PUNCT
fcis-11147	103	18	intelligent	intelligent	ADJ
fcis-11147	103	19	and	and	CCONJ
fcis-11147	103	20	adaptive	adaptive	ADJ
fcis-11147	103	21	network	network	NOUN
fcis-11147	103	22	security	security	NOUN
fcis-11147	103	23	defense	defense	NOUN
fcis-11147	103	24	solution	solution	NOUN
fcis-11147	103	25	.	.	PUNCT
fcis-11147	104	1	by	by	ADP
fcis-11147	104	2	utilizing	utilize	VERB
fcis-11147	104	3	powerful	powerful	ADJ
fcis-11147	104	4	data	datum	NOUN
fcis-11147	104	5	analysis	analysis	NOUN
fcis-11147	104	6	capabilities	capability	NOUN
fcis-11147	104	7	and	and	CCONJ
fcis-11147	104	8	machine	machine	NOUN
fcis-11147	104	9	learning	learning	NOUN
fcis-11147	104	10	algorithms	algorithm	NOUN
fcis-11147	104	11	,	,	PUNCT
fcis-11147	104	12	the	the	DET
fcis-11147	104	13	intelligent	intelligent	ADJ
fcis-11147	104	14	system	system	NOUN
fcis-11147	104	15	can	can	AUX
fcis-11147	104	16	more	more	ADV
fcis-11147	104	17	accurately	accurately	ADV
fcis-11147	104	18	discover	discover	VERB
fcis-11147	104	19	network	network	NOUN
fcis-11147	104	20	threats	threat	NOUN
fcis-11147	104	21	and	and	CCONJ
fcis-11147	104	22	automatically	automatically	ADV
fcis-11147	104	23	take	take	VERB
fcis-11147	104	24	corresponding	correspond	VERB
fcis-11147	104	25	defense	defense	NOUN
fcis-11147	104	26	measures	measure	NOUN
fcis-11147	104	27	.	.	PUNCT
fcis-11147	105	1	at	at	ADP
fcis-11147	105	2	the	the	DET
fcis-11147	105	3	same	same	ADJ
fcis-11147	105	4	time	time	NOUN
fcis-11147	105	5	,	,	PUNCT
fcis-11147	105	6	the	the	DET
fcis-11147	105	7	system	system	NOUN
fcis-11147	105	8	can	can	AUX
fcis-11147	105	9	integrate	integrate	VERB
fcis-11147	105	10	threat	threat	NOUN
fcis-11147	105	11	intelligence	intelligence	NOUN
fcis-11147	105	12	,	,	PUNCT
fcis-11147	105	13	visualize	visualize	VERB
fcis-11147	105	14	and	and	CCONJ
fcis-11147	105	15	display	display	NOUN
fcis-11147	105	16	data	datum	NOUN
fcis-11147	105	17	,	,	PUNCT
fcis-11147	105	18	and	and	CCONJ
fcis-11147	105	19	improve	improve	VERB
fcis-11147	105	20	the	the	DET
fcis-11147	105	21	visibility	visibility	NOUN
fcis-11147	105	22	and	and	CCONJ
fcis-11147	105	23	real	real	ADJ
fcis-11147	105	24	-	-	PUNCT
fcis-11147	105	25	time	time	NOUN
fcis-11147	105	26	nature	nature	NOUN
fcis-11147	105	27	of	of	ADP
fcis-11147	105	28	network	network	NOUN
fcis-11147	105	29	security	security	NOUN
fcis-11147	105	30	.	.	PUNCT
fcis-11147	106	1	such	such	DET
fcis-11147	106	2	a	a	DET
fcis-11147	106	3	system	system	NOUN
fcis-11147	106	4	provides	provide	VERB
fcis-11147	106	5	network	network	NOUN
fcis-11147	106	6	security	security	NOUN
fcis-11147	106	7	teams	team	NOUN
fcis-11147	106	8	with	with	ADP
fcis-11147	106	9	more	more	ADV
fcis-11147	106	10	efficient	efficient	ADJ
fcis-11147	106	11	and	and	CCONJ
fcis-11147	106	12	intelligent	intelligent	ADJ
fcis-11147	106	13	means	mean	NOUN
fcis-11147	106	14	of	of	ADP
fcis-11147	106	15	security	security	NOUN
fcis-11147	106	16	monitoring	monitoring	NOUN
fcis-11147	106	17	and	and	CCONJ
fcis-11147	106	18	response	response	NOUN
fcis-11147	106	19	,	,	PUNCT
fcis-11147	106	20	helping	help	VERB
fcis-11147	106	21	to	to	PART
fcis-11147	106	22	improve	improve	VERB
fcis-11147	106	23	network	network	NOUN
fcis-11147	106	24	security	security	NOUN
fcis-11147	106	25	and	and	CCONJ
fcis-11147	106	26	stability	stability	NOUN
fcis-11147	106	27	.	.	PUNCT
fcis-11147	107	1	3.3	3.3	NUM
fcis-11147	107	2	.	.	PUNCT
fcis-11147	108	1	research	research	NOUN
fcis-11147	108	2	on	on	ADP
fcis-11147	108	3	encryption	encryption	NOUN
fcis-11147	108	4	algorithms	algorithm	NOUN
fcis-11147	108	5	for	for	ADP
fcis-11147	108	6	enhancing	enhance	VERB
fcis-11147	108	7	data	datum	NOUN
fcis-11147	108	8	privacy	privacy	NOUN
fcis-11147	108	9	protection	protection	NOUN
fcis-11147	108	10	in	in	ADP
fcis-11147	108	11	the	the	DET
fcis-11147	108	12	era	era	NOUN
fcis-11147	108	13	of	of	ADP
fcis-11147	108	14	big	big	ADJ
fcis-11147	108	15	data	datum	NOUN
fcis-11147	108	16	,	,	PUNCT
fcis-11147	108	17	data	datum	NOUN
fcis-11147	108	18	privacy	privacy	NOUN
fcis-11147	108	19	protection	protection	NOUN
fcis-11147	108	20	has	have	AUX
fcis-11147	108	21	become	become	VERB
fcis-11147	108	22	an	an	DET
fcis-11147	108	23	extremely	extremely	ADV
fcis-11147	108	24	important	important	ADJ
fcis-11147	108	25	topic	topic	NOUN
fcis-11147	108	26	.	.	PUNCT
fcis-11147	109	1	with	with	ADP
fcis-11147	109	2	the	the	DET
fcis-11147	109	3	rapid	rapid	ADJ
fcis-11147	109	4	growth	growth	NOUN
fcis-11147	109	5	and	and	CCONJ
fcis-11147	109	6	wide	wide	ADJ
fcis-11147	109	7	application	application	NOUN
fcis-11147	109	8	of	of	ADP
fcis-11147	109	9	data	datum	NOUN
fcis-11147	109	10	,	,	PUNCT
fcis-11147	109	11	traditional	traditional	ADJ
fcis-11147	109	12	encryption	encryption	NOUN
fcis-11147	109	13	algorithms	algorithm	NOUN
fcis-11147	109	14	may	may	AUX
fcis-11147	109	15	face	face	VERB
fcis-11147	109	16	more	more	ADJ
fcis-11147	109	17	challenges	challenge	NOUN
fcis-11147	109	18	,	,	PUNCT
fcis-11147	109	19	such	such	ADJ
fcis-11147	109	20	as	as	ADP
fcis-11147	109	21	the	the	DET
fcis-11147	109	22	need	need	NOUN
fcis-11147	109	23	for	for	ADP
fcis-11147	109	24	efficient	efficient	ADJ
fcis-11147	109	25	encryption	encryption	NOUN
fcis-11147	109	26	and	and	CCONJ
fcis-11147	109	27	decryption	decryption	NOUN
fcis-11147	109	28	of	of	ADP
fcis-11147	109	29	high	high	ADJ
fcis-11147	109	30	dimensional	dimensional	ADJ
fcis-11147	109	31	and	and	CCONJ
fcis-11147	109	32	complex	complex	ADJ
fcis-11147	109	33	data	datum	NOUN
fcis-11147	109	34	.	.	PUNCT
fcis-11147	110	1	therefore	therefore	ADV
fcis-11147	110	2	,	,	PUNCT
fcis-11147	110	3	the	the	DET
fcis-11147	110	4	research	research	NOUN
fcis-11147	110	5	and	and	CCONJ
fcis-11147	110	6	improvement	improvement	NOUN
fcis-11147	110	7	of	of	ADP
fcis-11147	110	8	encryption	encryption	NOUN
fcis-11147	110	9	algorithms	algorithm	NOUN
fcis-11147	110	10	,	,	PUNCT
fcis-11147	110	11	especially	especially	ADV
fcis-11147	110	12	the	the	DET
fcis-11147	110	13	research	research	NOUN
fcis-11147	110	14	of	of	ADP
fcis-11147	110	15	encryption	encryption	NOUN
fcis-11147	110	16	algorithms	algorithm	NOUN
fcis-11147	110	17	that	that	PRON
fcis-11147	110	18	enhance	enhance	VERB
fcis-11147	110	19	data	data	PROPN
fcis-11147	110	20	privacy	privacy	NOUN
fcis-11147	110	21	protection	protection	NOUN
fcis-11147	110	22	,	,	PUNCT
fcis-11147	110	23	become	become	VERB
fcis-11147	110	24	crucial	crucial	ADJ
fcis-11147	110	25	.	.	PUNCT
fcis-11147	111	1	3.3.1	3.3.1	X
fcis-11147	111	2	.	.	NUM
fcis-11147	111	3	based	base	VERB
fcis-11147	111	4	on	on	ADP
fcis-11147	111	5	hybrid	hybrid	ADJ
fcis-11147	111	6	encryption	encryption	NOUN
fcis-11147	111	7	traditional	traditional	ADJ
fcis-11147	111	8	encryption	encryption	NOUN
fcis-11147	111	9	algorithms	algorithm	NOUN
fcis-11147	111	10	usually	usually	ADV
fcis-11147	111	11	use	use	VERB
fcis-11147	111	12	symmetric	symmetric	ADJ
fcis-11147	111	13	encryption	encryption	NOUN
fcis-11147	111	14	or	or	CCONJ
fcis-11147	111	15	asymmetric	asymmetric	ADJ
fcis-11147	111	16	encryption	encryption	NOUN
fcis-11147	111	17	,	,	PUNCT
fcis-11147	111	18	but	but	CCONJ
fcis-11147	111	19	in	in	ADP
fcis-11147	111	20	a	a	DET
fcis-11147	111	21	big	big	ADJ
fcis-11147	111	22	data	datum	NOUN
fcis-11147	111	23	environment	environment	NOUN
fcis-11147	111	24	,	,	PUNCT
fcis-11147	111	25	these	these	DET
fcis-11147	111	26	methods	method	NOUN
fcis-11147	111	27	may	may	AUX
fcis-11147	111	28	have	have	VERB
fcis-11147	111	29	shortcomings	shortcoming	NOUN
fcis-11147	111	30	in	in	ADP
fcis-11147	111	31	performance	performance	NOUN
fcis-11147	111	32	and	and	CCONJ
fcis-11147	111	33	security	security	NOUN
fcis-11147	111	34	.	.	PUNCT
fcis-11147	112	1	therefore	therefore	ADV
fcis-11147	112	2	,	,	PUNCT
fcis-11147	112	3	research	research	NOUN
fcis-11147	112	4	on	on	ADP
fcis-11147	112	5	algorithms	algorithm	NOUN
fcis-11147	112	6	based	base	VERB
fcis-11147	112	7	on	on	ADP
fcis-11147	112	8	hybrid	hybrid	ADJ
fcis-11147	112	9	encryption	encryption	NOUN
fcis-11147	112	10	techniques	technique	NOUN
fcis-11147	112	11	has	have	AUX
fcis-11147	112	12	become	become	VERB
fcis-11147	112	13	an	an	DET
fcis-11147	112	14	important	important	ADJ
fcis-11147	112	15	direction	direction	NOUN
fcis-11147	112	16	.	.	PUNCT
fcis-11147	113	1	hybrid	hybrid	ADJ
fcis-11147	113	2	encryption	encryption	NOUN
fcis-11147	113	3	technology	technology	NOUN
fcis-11147	113	4	combines	combine	VERB
fcis-11147	113	5	symmetric	symmetric	ADJ
fcis-11147	113	6	encryption	encryption	NOUN
fcis-11147	113	7	and	and	CCONJ
fcis-11147	113	8	asymmetric	asymmetric	ADJ
fcis-11147	113	9	encryption	encryption	NOUN
fcis-11147	113	10	,	,	PUNCT
fcis-11147	113	11	which	which	PRON
fcis-11147	113	12	takes	take	VERB
fcis-11147	113	13	into	into	ADP
fcis-11147	113	14	account	account	NOUN
fcis-11147	113	15	the	the	DET
fcis-11147	113	16	encryption	encryption	NOUN
fcis-11147	113	17	efficiency	efficiency	NOUN
fcis-11147	113	18	and	and	CCONJ
fcis-11147	113	19	the	the	DET
fcis-11147	113	20	security	security	NOUN
fcis-11147	113	21	of	of	ADP
fcis-11147	113	22	key	key	ADJ
fcis-11147	113	23	management	management	NOUN
fcis-11147	113	24	,	,	PUNCT
fcis-11147	113	25	and	and	CCONJ
fcis-11147	113	26	improves	improve	VERB
fcis-11147	113	27	the	the	DET
fcis-11147	113	28	level	level	NOUN
fcis-11147	113	29	of	of	ADP
fcis-11147	113	30	data	datum	NOUN
fcis-11147	113	31	privacy	privacy	NOUN
fcis-11147	113	32	protection	protection	NOUN
fcis-11147	113	33	.	.	PUNCT
fcis-11147	114	1	3.3.2	3.3.2	X
fcis-11147	114	2	.	.	PUNCT
fcis-11147	114	3	enhanced	enhance	VERB
fcis-11147	114	4	key	key	ADJ
fcis-11147	114	5	management	management	NOUN
fcis-11147	114	6	the	the	DET
fcis-11147	114	7	security	security	NOUN
fcis-11147	114	8	of	of	ADP
fcis-11147	114	9	encryption	encryption	NOUN
fcis-11147	114	10	algorithms	algorithm	NOUN
fcis-11147	114	11	is	be	AUX
fcis-11147	114	12	closely	closely	ADV
fcis-11147	114	13	related	relate	VERB
fcis-11147	114	14	to	to	ADP
fcis-11147	114	15	key	key	ADJ
fcis-11147	114	16	management	management	NOUN
fcis-11147	114	17	.	.	PUNCT
fcis-11147	115	1	in	in	ADP
fcis-11147	115	2	the	the	DET
fcis-11147	115	3	big	big	ADJ
fcis-11147	115	4	data	datum	NOUN
fcis-11147	115	5	environment	environment	NOUN
fcis-11147	115	6	,	,	PUNCT
fcis-11147	115	7	key	key	ADJ
fcis-11147	115	8	management	management	NOUN
fcis-11147	115	9	becomes	become	VERB
fcis-11147	115	10	more	more	ADV
fcis-11147	115	11	complex	complex	ADJ
fcis-11147	115	12	and	and	CCONJ
fcis-11147	115	13	critical	critical	ADJ
fcis-11147	115	14	.	.	PUNCT
fcis-11147	116	1	therefore	therefore	ADV
fcis-11147	116	2	,	,	PUNCT
fcis-11147	116	3	researching	research	VERB
fcis-11147	116	4	more	more	ADV
fcis-11147	116	5	efficient	efficient	ADJ
fcis-11147	116	6	and	and	CCONJ
fcis-11147	116	7	secure	secure	VERB
fcis-11147	116	8	key	key	ADJ
fcis-11147	116	9	management	management	NOUN
fcis-11147	116	10	methods	method	NOUN
fcis-11147	116	11	,	,	PUNCT
fcis-11147	116	12	including	include	VERB
fcis-11147	116	13	key	key	ADJ
fcis-11147	116	14	generation	generation	NOUN
fcis-11147	116	15	,	,	PUNCT
fcis-11147	116	16	storage	storage	NOUN
fcis-11147	116	17	,	,	PUNCT
fcis-11147	116	18	updating	updating	NOUN
fcis-11147	116	19	and	and	CCONJ
fcis-11147	116	20	distribution	distribution	NOUN
fcis-11147	116	21	,	,	PUNCT
fcis-11147	116	22	can	can	AUX
fcis-11147	116	23	enhance	enhance	VERB
fcis-11147	116	24	data	data	PROPN
fcis-11147	116	25	privacy	privacy	NOUN
fcis-11147	116	26	protection	protection	NOUN
fcis-11147	116	27	.	.	PUNCT
fcis-11147	117	1	3.3.3	3.3.3	NUM
fcis-11147	117	2	.	.	PUNCT
fcis-11147	117	3	improved	improve	VERB
fcis-11147	117	4	symmetric	symmetric	ADJ
fcis-11147	117	5	encryption	encryption	NOUN
fcis-11147	117	6	algorithm	algorithm	NOUN
fcis-11147	117	7	symmetric	symmetric	ADJ
fcis-11147	117	8	encryption	encryption	NOUN
fcis-11147	117	9	algorithms	algorithm	NOUN
fcis-11147	117	10	are	be	AUX
fcis-11147	117	11	widely	widely	ADV
fcis-11147	117	12	used	use	VERB
fcis-11147	117	13	in	in	ADP
fcis-11147	117	14	big	big	ADJ
fcis-11147	117	15	data	datum	NOUN
fcis-11147	117	16	encryption	encryption	NOUN
fcis-11147	117	17	,	,	PUNCT
fcis-11147	117	18	but	but	CCONJ
fcis-11147	117	19	certain	certain	ADJ
fcis-11147	117	20	traditional	traditional	ADJ
fcis-11147	117	21	symmetric	symmetric	ADJ
fcis-11147	117	22	encryption	encryption	NOUN
fcis-11147	117	23	algorithms	algorithm	NOUN
fcis-11147	117	24	may	may	AUX
fcis-11147	117	25	have	have	VERB
fcis-11147	117	26	problems	problem	NOUN
fcis-11147	117	27	such	such	ADJ
fcis-11147	117	28	as	as	ADP
fcis-11147	117	29	shorter	short	ADJ
fcis-11147	117	30	key	key	ADJ
fcis-11147	117	31	lengths	length	NOUN
fcis-11147	117	32	and	and	CCONJ
fcis-11147	117	33	weaker	weak	ADJ
fcis-11147	117	34	resistance	resistance	NOUN
fcis-11147	117	35	to	to	ADP
fcis-11147	117	36	quantum	quantum	ADJ
fcis-11147	117	37	computing	computing	NOUN
fcis-11147	117	38	attacks	attack	NOUN
fcis-11147	117	39	.	.	PUNCT
fcis-11147	118	1	therefore	therefore	ADV
fcis-11147	118	2	,	,	PUNCT
fcis-11147	118	3	improved	improve	VERB
fcis-11147	118	4	symmetric	symmetric	ADJ
fcis-11147	118	5	encryption	encryption	NOUN
fcis-11147	118	6	algorithms	algorithm	NOUN
fcis-11147	118	7	,	,	PUNCT
fcis-11147	118	8	such	such	ADJ
fcis-11147	118	9	as	as	ADP
fcis-11147	118	10	the	the	DET
fcis-11147	118	11	improved	improved	ADJ
fcis-11147	118	12	version	version	NOUN
fcis-11147	118	13	of	of	ADP
fcis-11147	118	14	aes	aes	PROPN
fcis-11147	118	15	(	(	PUNCT
fcis-11147	118	16	advanced	advanced	ADJ
fcis-11147	118	17	encryption	encryption	NOUN
fcis-11147	118	18	standard	standard	NOUN
fcis-11147	118	19	)	)	PUNCT
fcis-11147	118	20	,	,	PUNCT
fcis-11147	118	21	are	be	AUX
fcis-11147	118	22	studied	study	VERB
fcis-11147	118	23	to	to	PART
fcis-11147	118	24	improve	improve	VERB
fcis-11147	118	25	the	the	DET
fcis-11147	118	26	security	security	NOUN
fcis-11147	118	27	and	and	CCONJ
fcis-11147	118	28	efficiency	efficiency	NOUN
fcis-11147	118	29	of	of	ADP
fcis-11147	118	30	encryption	encryption	NOUN
fcis-11147	118	31	.	.	PUNCT
fcis-11147	119	1	3.3.4	3.3.4	X
fcis-11147	119	2	.	.	PUNCT
fcis-11147	119	3	heteromorphic	heteromorphic	ADJ
fcis-11147	119	4	encryption	encryption	NOUN
fcis-11147	119	5	algorithm	algorithm	NOUN
fcis-11147	119	6	heteromorphic	heteromorphic	ADJ
fcis-11147	119	7	encryption	encryption	NOUN
fcis-11147	119	8	algorithm	algorithm	NOUN
fcis-11147	119	9	is	be	AUX
fcis-11147	119	10	an	an	DET
fcis-11147	119	11	emerging	emerge	VERB
fcis-11147	119	12	encryption	encryption	NOUN
fcis-11147	119	13	technique	technique	NOUN
fcis-11147	119	14	that	that	PRON
fcis-11147	119	15	enables	enable	VERB
fcis-11147	119	16	computation	computation	NOUN
fcis-11147	119	17	and	and	CCONJ
fcis-11147	119	18	querying	querying	NOUN
fcis-11147	119	19	of	of	ADP
fcis-11147	119	20	data	datum	NOUN
fcis-11147	119	21	while	while	SCONJ
fcis-11147	119	22	keeping	keep	VERB
fcis-11147	119	23	it	it	PRON
fcis-11147	119	24	encrypted	encrypt	VERB
fcis-11147	119	25	.	.	PUNCT
fcis-11147	120	1	this	this	DET
fcis-11147	120	2	algorithm	algorithm	NOUN
fcis-11147	120	3	can	can	AUX
fcis-11147	120	4	operate	operate	VERB
fcis-11147	120	5	on	on	ADP
fcis-11147	120	6	data	datum	NOUN
fcis-11147	120	7	in	in	ADP
fcis-11147	120	8	an	an	DET
fcis-11147	120	9	encrypted	encrypt	VERB
fcis-11147	120	10	state	state	NOUN
fcis-11147	120	11	,	,	PUNCT
fcis-11147	120	12	which	which	PRON
fcis-11147	120	13	improves	improve	VERB
fcis-11147	120	14	the	the	DET
fcis-11147	120	15	flexibility	flexibility	NOUN
fcis-11147	120	16	and	and	CCONJ
fcis-11147	120	17	usability	usability	NOUN
fcis-11147	120	18	of	of	ADP
fcis-11147	120	19	data	datum	NOUN
fcis-11147	120	20	privacy	privacy	NOUN
fcis-11147	120	21	protection	protection	NOUN
fcis-11147	120	22	and	and	CCONJ
fcis-11147	120	23	is	be	AUX
fcis-11147	120	24	especially	especially	ADV
fcis-11147	120	25	suitable	suitable	ADJ
fcis-11147	120	26	for	for	ADP
fcis-11147	120	27	big	big	ADJ
fcis-11147	120	28	data	datum	NOUN
fcis-11147	120	29	analysis	analysis	NOUN
fcis-11147	120	30	and	and	CCONJ
fcis-11147	120	31	processing	processing	NOUN
fcis-11147	120	32	.	.	PUNCT
fcis-11147	121	1	3.3.5	3.3.5	X
fcis-11147	121	2	.	.	NOUN
fcis-11147	121	3	homomorphic	homomorphic	ADJ
fcis-11147	121	4	encryption	encryption	NOUN
fcis-11147	121	5	algorithm	algorithm	NOUN
fcis-11147	121	6	homomorphic	homomorphic	ADJ
fcis-11147	121	7	encryption	encryption	NOUN
fcis-11147	121	8	algorithm	algorithm	NOUN
fcis-11147	121	9	is	be	AUX
fcis-11147	121	10	a	a	DET
fcis-11147	121	11	special	special	ADJ
fcis-11147	121	12	encryption	encryption	NOUN
fcis-11147	121	13	technique	technique	NOUN
fcis-11147	121	14	that	that	PRON
fcis-11147	121	15	allows	allow	VERB
fcis-11147	121	16	computation	computation	NOUN
fcis-11147	121	17	on	on	ADP
fcis-11147	121	18	data	datum	NOUN
fcis-11147	121	19	in	in	ADP
fcis-11147	121	20	an	an	DET
fcis-11147	121	21	encrypted	encrypt	VERB
fcis-11147	121	22	state	state	NOUN
fcis-11147	121	23	without	without	ADP
fcis-11147	121	24	decrypting	decrypt	VERB
fcis-11147	121	25	the	the	DET
fcis-11147	121	26	data	datum	NOUN
fcis-11147	121	27	.	.	PUNCT
fcis-11147	122	1	this	this	DET
fcis-11147	122	2	algorithm	algorithm	NOUN
fcis-11147	122	3	allows	allow	VERB
fcis-11147	122	4	operations	operation	NOUN
fcis-11147	122	5	such	such	ADJ
fcis-11147	122	6	as	as	ADP
fcis-11147	122	7	addition	addition	NOUN
fcis-11147	122	8	or	or	CCONJ
fcis-11147	122	9	multiplication	multiplication	NOUN
fcis-11147	122	10	to	to	PART
fcis-11147	122	11	be	be	AUX
fcis-11147	122	12	performed	perform	VERB
fcis-11147	122	13	on	on	ADP
fcis-11147	122	14	encrypted	encrypt	VERB
fcis-11147	122	15	data	datum	NOUN
fcis-11147	122	16	without	without	ADP
fcis-11147	122	17	exposing	expose	VERB
fcis-11147	122	18	the	the	DET
fcis-11147	122	19	plaintext	plaintext	NOUN
fcis-11147	122	20	of	of	ADP
fcis-11147	122	21	the	the	DET
fcis-11147	122	22	data	datum	NOUN
fcis-11147	122	23	,	,	PUNCT
fcis-11147	122	24	providing	provide	VERB
fcis-11147	122	25	new	new	ADJ
fcis-11147	122	26	ideas	idea	NOUN
fcis-11147	122	27	for	for	ADP
fcis-11147	122	28	data	data	NOUN
fcis-11147	122	29	processing	processing	NOUN
fcis-11147	122	30	and	and	CCONJ
fcis-11147	122	31	privacy	privacy	NOUN
fcis-11147	122	32	protection	protection	NOUN
fcis-11147	122	33	.	.	PUNCT
fcis-11147	123	1	3.3.6	3.3.6	X
fcis-11147	123	2	.	.	PUNCT
fcis-11147	123	3	data	datum	NOUN
fcis-11147	123	4	partitioning	partitioning	NOUN
fcis-11147	123	5	and	and	CCONJ
fcis-11147	123	6	access	access	NOUN
fcis-11147	123	7	control	control	NOUN
fcis-11147	123	8	in	in	ADP
fcis-11147	123	9	addition	addition	NOUN
fcis-11147	123	10	to	to	ADP
fcis-11147	123	11	the	the	DET
fcis-11147	123	12	encryption	encryption	NOUN
fcis-11147	123	13	algorithm	algorithm	NOUN
fcis-11147	123	14	itself	itself	PRON
fcis-11147	123	15	,	,	PUNCT
fcis-11147	123	16	data	datum	NOUN
fcis-11147	123	17	partitioning	partitioning	NOUN
fcis-11147	123	18	and	and	CCONJ
fcis-11147	123	19	access	access	NOUN
fcis-11147	123	20	control	control	NOUN
fcis-11147	123	21	are	be	AUX
fcis-11147	123	22	also	also	ADV
fcis-11147	123	23	important	important	ADJ
fcis-11147	123	24	means	mean	NOUN
fcis-11147	123	25	to	to	PART
fcis-11147	123	26	enhance	enhance	VERB
fcis-11147	123	27	data	data	PROPN
fcis-11147	123	28	privacy	privacy	NOUN
fcis-11147	123	29	protection	protection	NOUN
fcis-11147	123	30	.	.	PUNCT
fcis-11147	124	1	by	by	ADP
fcis-11147	124	2	partitioning	partition	VERB
fcis-11147	124	3	data	datum	NOUN
fcis-11147	124	4	into	into	ADP
fcis-11147	124	5	multiple	multiple	ADJ
fcis-11147	124	6	parts	part	NOUN
fcis-11147	124	7	and	and	CCONJ
fcis-11147	124	8	setting	set	VERB
fcis-11147	124	9	different	different	ADJ
fcis-11147	124	10	access	access	NOUN
fcis-11147	124	11	rights	right	NOUN
fcis-11147	124	12	,	,	PUNCT
fcis-11147	124	13	fine	fine	ADV
fcis-11147	124	14	-	-	PUNCT
fcis-11147	124	15	grained	grain	VERB
fcis-11147	124	16	control	control	NOUN
fcis-11147	124	17	of	of	ADP
fcis-11147	124	18	data	datum	NOUN
fcis-11147	124	19	can	can	AUX
fcis-11147	124	20	be	be	AUX
fcis-11147	124	21	realized	realize	VERB
fcis-11147	124	22	to	to	PART
fcis-11147	124	23	ensure	ensure	VERB
fcis-11147	124	24	that	that	SCONJ
fcis-11147	124	25	only	only	ADJ
fcis-11147	124	26	legitimate	legitimate	ADJ
fcis-11147	124	27	users	user	NOUN
fcis-11147	124	28	and	and	CCONJ
fcis-11147	124	29	devices	device	NOUN
fcis-11147	124	30	can	can	AUX
fcis-11147	124	31	access	access	VERB
fcis-11147	124	32	the	the	DET
fcis-11147	124	33	relevant	relevant	ADJ
fcis-11147	124	34	data	datum	NOUN
fcis-11147	124	35	.	.	PUNCT
fcis-11147	125	1	4	4	X
fcis-11147	125	2	.	.	X
fcis-11147	125	3	conclusion	conclusion	NOUN
fcis-11147	125	4	starting	start	VERB
fcis-11147	125	5	from	from	ADP
fcis-11147	125	6	the	the	DET
fcis-11147	125	7	current	current	ADJ
fcis-11147	125	8	situation	situation	NOUN
fcis-11147	125	9	and	and	CCONJ
fcis-11147	125	10	challenges	challenge	NOUN
fcis-11147	125	11	of	of	ADP
fcis-11147	125	12	computer	computer	NOUN
fcis-11147	125	13	network	network	NOUN
fcis-11147	125	14	security	security	NOUN
fcis-11147	125	15	in	in	ADP
fcis-11147	125	16	the	the	DET
fcis-11147	125	17	context	context	NOUN
fcis-11147	125	18	of	of	ADP
fcis-11147	125	19	big	big	ADJ
fcis-11147	125	20	data	datum	NOUN
fcis-11147	125	21	,	,	PUNCT
fcis-11147	125	22	this	this	DET
fcis-11147	125	23	dissertation	dissertation	NOUN
fcis-11147	125	24	discusses	discuss	VERB
fcis-11147	125	25	the	the	DET
fcis-11147	125	26	application	application	NOUN
fcis-11147	125	27	of	of	ADP
fcis-11147	125	28	big	big	ADJ
fcis-11147	125	29	data	datum	NOUN
fcis-11147	125	30	analytics	analytic	NOUN
fcis-11147	125	31	in	in	ADP
fcis-11147	125	32	network	network	NOUN
fcis-11147	125	33	security	security	NOUN
fcis-11147	125	34	,	,	PUNCT
fcis-11147	125	35	as	as	ADV
fcis-11147	125	36	well	well	ADV
fcis-11147	125	37	as	as	ADP
fcis-11147	125	38	the	the	DET
fcis-11147	125	39	intelligent	intelligent	ADJ
fcis-11147	125	40	security	security	NOUN
fcis-11147	125	41	monitoring	monitoring	NOUN
fcis-11147	125	42	and	and	CCONJ
fcis-11147	125	43	response	response	NOUN
fcis-11147	125	44	system	system	NOUN
fcis-11147	125	45	based	base	VERB
fcis-11147	125	46	on	on	ADP
fcis-11147	125	47	artificial	artificial	ADJ
fcis-11147	125	48	intelligence	intelligence	NOUN
fcis-11147	125	49	,	,	PUNCT
fcis-11147	125	50	and	and	CCONJ
fcis-11147	125	51	also	also	ADV
fcis-11147	125	52	examines	examine	VERB
fcis-11147	125	53	encryption	encryption	NOUN
fcis-11147	125	54	algorithms	algorithm	NOUN
fcis-11147	125	55	for	for	ADP
fcis-11147	125	56	enhancing	enhance	VERB
fcis-11147	125	57	data	datum	NOUN
fcis-11147	125	58	privacy	privacy	NOUN
fcis-11147	125	59	protection	protection	NOUN
fcis-11147	125	60	.	.	PUNCT
fcis-11147	126	1	through	through	ADP
fcis-11147	126	2	the	the	DET
fcis-11147	126	3	discussion	discussion	NOUN
fcis-11147	126	4	of	of	ADP
fcis-11147	126	5	these	these	DET
fcis-11147	126	6	contents	content	NOUN
fcis-11147	126	7	,	,	PUNCT
fcis-11147	126	8	we	we	PRON
fcis-11147	126	9	have	have	AUX
fcis-11147	126	10	gained	gain	VERB
fcis-11147	126	11	insight	insight	NOUN
fcis-11147	126	12	into	into	ADP
fcis-11147	126	13	the	the	DET
fcis-11147	126	14	impact	impact	NOUN
fcis-11147	126	15	of	of	ADP
fcis-11147	126	16	big	big	ADJ
fcis-11147	126	17	data	datum	NOUN
fcis-11147	126	18	on	on	ADP
fcis-11147	126	19	network	network	NOUN
fcis-11147	126	20	security	security	NOUN
fcis-11147	126	21	and	and	CCONJ
fcis-11147	126	22	the	the	DET
fcis-11147	126	23	limitations	limitation	NOUN
fcis-11147	126	24	of	of	ADP
fcis-11147	126	25	traditional	traditional	ADJ
fcis-11147	126	26	security	security	NOUN
fcis-11147	126	27	prevention	prevention	NOUN
fcis-11147	126	28	means	mean	NOUN
fcis-11147	126	29	.	.	PUNCT
fcis-11147	127	1	in	in	ADP
fcis-11147	127	2	the	the	DET
fcis-11147	127	3	context	context	NOUN
fcis-11147	127	4	of	of	ADP
fcis-11147	127	5	big	big	ADJ
fcis-11147	127	6	data	datum	NOUN
fcis-11147	127	7	,	,	PUNCT
fcis-11147	127	8	network	network	NOUN
fcis-11147	127	9	security	security	NOUN
fcis-11147	127	10	is	be	AUX
fcis-11147	127	11	facing	face	VERB
fcis-11147	127	12	increasingly	increasingly	ADV
fcis-11147	127	13	complex	complex	ADJ
fcis-11147	127	14	and	and	CCONJ
fcis-11147	127	15	diverse	diverse	ADJ
fcis-11147	127	16	threats	threat	NOUN
fcis-11147	127	17	,	,	PUNCT
fcis-11147	127	18	and	and	CCONJ
fcis-11147	127	19	traditional	traditional	ADJ
fcis-11147	127	20	security	security	NOUN
fcis-11147	127	21	defense	defense	NOUN
fcis-11147	127	22	means	mean	NOUN
fcis-11147	127	23	have	have	AUX
fcis-11147	127	24	become	become	VERB
fcis-11147	127	25	overwhelming	overwhelming	ADJ
fcis-11147	127	26	.	.	PUNCT
fcis-11147	128	1	however	however	ADV
fcis-11147	128	2	,	,	PUNCT
fcis-11147	128	3	big	big	ADJ
fcis-11147	128	4	data	datum	NOUN
fcis-11147	128	5	analysis	analysis	NOUN
fcis-11147	128	6	technology	technology	NOUN
fcis-11147	128	7	provides	provide	VERB
fcis-11147	128	8	us	we	PRON
fcis-11147	128	9	with	with	ADP
fcis-11147	128	10	new	new	ADJ
fcis-11147	128	11	ideas	idea	NOUN
fcis-11147	128	12	and	and	CCONJ
fcis-11147	128	13	tools	tool	NOUN
fcis-11147	128	14	to	to	PART
fcis-11147	128	15	monitor	monitor	VERB
fcis-11147	128	16	and	and	CCONJ
fcis-11147	128	17	analyze	analyze	VERB
fcis-11147	128	18	network	network	NOUN
fcis-11147	128	19	behavior	behavior	NOUN
fcis-11147	128	20	from	from	ADP
fcis-11147	128	21	a	a	DET
fcis-11147	128	22	more	more	ADJ
fcis-11147	128	23	in	in	ADP
fcis-11147	128	24	-	-	PUNCT
fcis-11147	128	25	depth	depth	NOUN
fcis-11147	128	26	and	and	CCONJ
fcis-11147	128	27	comprehensive	comprehensive	ADJ
fcis-11147	128	28	perspective	perspective	NOUN
fcis-11147	128	29	,	,	PUNCT
fcis-11147	128	30	and	and	CCONJ
fcis-11147	128	31	effectively	effectively	ADV
fcis-11147	128	32	discover	discover	VERB
fcis-11147	128	33	potential	potential	ADJ
fcis-11147	128	34	security	security	NOUN
fcis-11147	128	35	threats	threat	NOUN
fcis-11147	128	36	.	.	PUNCT
fcis-11147	129	1	especially	especially	ADV
fcis-11147	129	2	in	in	ADP
fcis-11147	129	3	terms	term	NOUN
fcis-11147	129	4	of	of	ADP
fcis-11147	129	5	intrusion	intrusion	NOUN
fcis-11147	129	6	detection	detection	NOUN
fcis-11147	129	7	and	and	CCONJ
fcis-11147	129	8	behavioral	behavioral	ADJ
fcis-11147	129	9	analysis	analysis	NOUN
fcis-11147	129	10	,	,	PUNCT
fcis-11147	129	11	the	the	DET
fcis-11147	129	12	application	application	NOUN
fcis-11147	129	13	of	of	ADP
fcis-11147	129	14	big	big	ADJ
fcis-11147	129	15	data	datum	NOUN
fcis-11147	129	16	analytics	analytic	NOUN
fcis-11147	129	17	technology	technology	NOUN
fcis-11147	129	18	has	have	AUX
fcis-11147	129	19	led	lead	VERB
fcis-11147	129	20	to	to	ADP
fcis-11147	129	21	a	a	DET
fcis-11147	129	22	significant	significant	ADJ
fcis-11147	129	23	improvement	improvement	NOUN
fcis-11147	129	24	in	in	ADP
fcis-11147	129	25	network	network	NOUN
fcis-11147	129	26	security	security	NOUN
fcis-11147	129	27	defense	defense	NOUN
fcis-11147	129	28	capabilities	capability	NOUN
fcis-11147	129	29	.	.	PUNCT
fcis-11147	130	1	references	reference	NOUN
fcis-11147	130	2	[	[	X
fcis-11147	130	3	1	1	NUM
fcis-11147	130	4	]	]	X
fcis-11147	130	5	lu	lu	NOUN
fcis-11147	130	6	and	and	CCONJ
fcis-11147	130	7	ping	ping	NOUN
fcis-11147	130	8	.	.	PUNCT
fcis-11147	131	1	research	research	NOUN
fcis-11147	131	2	on	on	ADP
fcis-11147	131	3	computer	computer	NOUN
fcis-11147	131	4	network	network	NOUN
fcis-11147	131	5	security	security	NOUN
fcis-11147	131	6	prevention	prevention	NOUN
fcis-11147	131	7	under	under	ADP
fcis-11147	131	8	cloud	cloud	NOUN
fcis-11147	131	9	computing	compute	VERB
fcis-11147	131	10	environment[j	environment[j	PRON
fcis-11147	131	11	]	]	X
fcis-11147	131	12	.	.	PUNCT
fcis-11147	132	1	software	software	NOUN
fcis-11147	132	2	,	,	PUNCT
fcis-11147	132	3	2022	2022	NUM
fcis-11147	132	4	,	,	PUNCT
fcis-11147	132	5	43(08):50	43(08):50	NUM
fcis-11147	132	6	-	-	SYM
fcis-11147	132	7	52	52	NUM
fcis-11147	132	8	.	.	PUNCT
fcis-11147	133	1	[	[	X
fcis-11147	133	2	2	2	NUM
fcis-11147	133	3	]	]	X
fcis-11147	133	4	li	li	PROPN
fcis-11147	133	5	huilan	huilan	PROPN
fcis-11147	133	6	.	.	PUNCT
fcis-11147	134	1	research	research	NOUN
fcis-11147	134	2	on	on	ADP
fcis-11147	134	3	computer	computer	NOUN
fcis-11147	134	4	network	network	NOUN
fcis-11147	134	5	security	security	NOUN
fcis-11147	134	6	prevention	prevention	NOUN
fcis-11147	134	7	under	under	ADP
fcis-11147	134	8	cloud	cloud	NOUN
fcis-11147	134	9	computing	compute	VERB
fcis-11147	134	10	environment[j	environment[j	PRON
fcis-11147	134	11	]	]	X
fcis-11147	134	12	.	.	PUNCT
fcis-11147	135	1	information	information	NOUN
fcis-11147	135	2	and	and	CCONJ
fcis-11147	135	3	computer	computer	NOUN
fcis-11147	135	4	(	(	PUNCT
fcis-11147	135	5	theoretical	theoretical	ADJ
fcis-11147	135	6	edition),2022,34(10):236	edition),2022,34(10):236	PROPN
fcis-11147	135	7	-	-	NOUN
fcis-11147	135	8	238	238	NUM
fcis-11147	135	9	.	.	PUNCT
fcis-11147	136	1	[	[	X
fcis-11147	136	2	3	3	X
fcis-11147	136	3	]	]	PUNCT
fcis-11147	136	4	yang	yang	PROPN
fcis-11147	136	5	deyun	deyun	PROPN
fcis-11147	136	6	.	.	PUNCT
fcis-11147	137	1	research	research	NOUN
fcis-11147	137	2	on	on	ADP
fcis-11147	137	3	computer	computer	NOUN
fcis-11147	137	4	network	network	NOUN
fcis-11147	137	5	security	security	NOUN
fcis-11147	137	6	prevention	prevention	NOUN
fcis-11147	137	7	under	under	ADP
fcis-11147	137	8	the	the	DET
fcis-11147	137	9	background	background	NOUN
fcis-11147	137	10	of	of	ADP
fcis-11147	137	11	big	big	ADJ
fcis-11147	137	12	data[j	data[j	NOUN
fcis-11147	137	13	]	]	X
fcis-11147	137	14	.	.	PUNCT
fcis-11147	138	1	science	science	NOUN
fcis-11147	138	2	and	and	CCONJ
fcis-11147	138	3	technology	technology	NOUN
fcis-11147	138	4	economic	economic	ADJ
fcis-11147	138	5	market,2022(05):31	market,2022(05):31	PROPN
fcis-11147	138	6	-	-	PUNCT
fcis-11147	138	7	33	33	NUM
fcis-11147	138	8	.	.	PUNCT
fcis-11147	138	9	82	82	NUM
fcis-11147	139	1	[	[	X
fcis-11147	139	2	4	4	NUM
fcis-11147	139	3	]	]	PUNCT
fcis-11147	139	4	wang	wang	PROPN
fcis-11147	139	5	xiewei	xiewei	PROPN
fcis-11147	139	6	.	.	PUNCT
fcis-11147	140	1	research	research	NOUN
fcis-11147	140	2	on	on	ADP
fcis-11147	140	3	computer	computer	NOUN
fcis-11147	140	4	network	network	NOUN
fcis-11147	140	5	security	security	NOUN
fcis-11147	140	6	prevention	prevention	NOUN
fcis-11147	140	7	in	in	ADP
fcis-11147	140	8	the	the	DET
fcis-11147	140	9	context	context	NOUN
fcis-11147	140	10	of	of	ADP
fcis-11147	140	11	big	big	ADJ
fcis-11147	140	12	data	datum	NOUN
fcis-11147	140	13	era[j	era[j	NOUN
fcis-11147	140	14	]	]	PUNCT
fcis-11147	140	15	.	.	PUNCT
fcis-11147	141	1	computer	computer	NOUN
fcis-11147	141	2	knowledge	knowledge	NOUN
fcis-11147	141	3	and	and	CCONJ
fcis-11147	141	4	technology,2017,13(29):8	technology,2017,13(29):8	ADJ
fcis-11147	141	5	-	-	PUNCT
fcis-11147	141	6	9	9	NUM
fcis-11147	141	7	.	.	PUNCT
fcis-11147	142	1	[	[	X
fcis-11147	142	2	5	5	NUM
fcis-11147	142	3	]	]	SYM
fcis-11147	142	4	li	li	PROPN
fcis-11147	142	5	guoxin	guoxin	PROPN
fcis-11147	142	6	.	.	PUNCT
fcis-11147	143	1	"	"	PUNCT
fcis-11147	143	2	internet	internet	NOUN
fcis-11147	143	3	+	+	NOUN
fcis-11147	143	4	"	"	PUNCT
fcis-11147	143	5	period	period	NOUN
fcis-11147	143	6	of	of	ADP
fcis-11147	143	7	computer	computer	NOUN
fcis-11147	143	8	network	network	NOUN
fcis-11147	143	9	security	security	NOUN
fcis-11147	143	10	prevention	prevention	NOUN
fcis-11147	143	11	research[j	research[j	NOUN
fcis-11147	143	12	]	]	PUNCT
fcis-11147	143	13	.	.	PUNCT
fcis-11147	144	1	digital	digital	PROPN
fcis-11147	144	2	world,2017(09):104	world,2017(09):104	PROPN
fcis-11147	144	3	.	.	PUNCT