id	sid	tid	token	lemma	pos
ajiri-6224	1	1	pa	pa	PROPN
ajiri-6224	1	2	ge	ge	PROPN
ajiri-6224	1	3	1	1	NUM
ajiri-6224	1	4	pa	pa	PROPN
ajiri-6224	1	5	ge	ge	PROPN
ajiri-6224	1	6	82	82	NUM
ajiri-6224	1	7	american	american	PROPN
ajiri-6224	1	8	journal	journal	PROPN
ajiri-6224	1	9	of	of	ADP
ajiri-6224	1	10	interdisciplinary	interdisciplinary	ADJ
ajiri-6224	1	11	research	research	NOUN
ajiri-6224	1	12	and	and	CCONJ
ajiri-6224	1	13	innovation	innovation	NOUN
ajiri-6224	1	14	(	(	PUNCT
ajiri-6224	1	15	ajiri	ajiri	NOUN
ajiri-6224	1	16	)	)	PUNCT
ajiri-6224	1	17	predictive	predictive	ADJ
ajiri-6224	1	18	analytics	analytic	NOUN
ajiri-6224	1	19	for	for	ADP
ajiri-6224	1	20	insider	insider	NOUN
ajiri-6224	1	21	threats	threat	NOUN
ajiri-6224	1	22	using	use	VERB
ajiri-6224	1	23	multimodal	multimodal	ADJ
ajiri-6224	1	24	data	datum	NOUN
ajiri-6224	1	25	(	(	PUNCT
ajiri-6224	1	26	log	log	VERB
ajiri-6224	1	27	+	+	CCONJ
ajiri-6224	1	28	behavioural	behavioural	ADJ
ajiri-6224	1	29	+	+	CCONJ
ajiri-6224	1	30	physical	physical	ADJ
ajiri-6224	1	31	security	security	NOUN
ajiri-6224	1	32	)	)	PUNCT
ajiri-6224	2	1	kh	kh	PROPN
ajiri-6224	2	2	said	say	VERB
ajiri-6224	2	3	al	al	PROPN
ajiri-6224	2	4	mamun1	mamun1	PROPN
ajiri-6224	2	5	*	*	PROPN
ajiri-6224	2	6	,	,	PUNCT
ajiri-6224	2	7	md	md	PROPN
ajiri-6224	2	8	shadman	shadman	PROPN
ajiri-6224	2	9	soumik1	soumik1	PROPN
ajiri-6224	2	10	,	,	PUNCT
ajiri-6224	2	11	md	md	PROPN
ajiri-6224	2	12	mukidur	mukidur	PROPN
ajiri-6224	2	13	rahman2	rahman2	PROPN
ajiri-6224	2	14	,	,	PUNCT
ajiri-6224	2	15	mrinmoy	mrinmoy	NOUN
ajiri-6224	2	16	sarkar1	sarkar1	PROPN
ajiri-6224	2	17	,	,	PUNCT
ajiri-6224	2	18	chowdhury	chowdhury	PROPN
ajiri-6224	2	19	amin	amin	PROPN
ajiri-6224	2	20	abdullah3	abdullah3	PROPN
ajiri-6224	2	21	,	,	PUNCT
ajiri-6224	2	22	mohammad	mohammad	PROPN
ajiri-6224	2	23	ali4	ali4	PROPN
ajiri-6224	2	24	,	,	PUNCT
ajiri-6224	2	25	md	md	PROPN
ajiri-6224	2	26	shahadat	shahadat	VERB
ajiri-6224	2	27	hossain4	hossain4	NOUN
ajiri-6224	2	28	volume	volume	NOUN
ajiri-6224	2	29	4	4	NUM
ajiri-6224	2	30	issue	issue	NOUN
ajiri-6224	2	31	3	3	NUM
ajiri-6224	2	32	,	,	PUNCT
ajiri-6224	2	33	year	year	NOUN
ajiri-6224	2	34	2025	2025	NUM
ajiri-6224	2	35	issn	issn	NOUN
ajiri-6224	2	36	:	:	PUNCT
ajiri-6224	2	37	2833	2833	NUM
ajiri-6224	2	38	-	-	SYM
ajiri-6224	2	39	2237	2237	NUM
ajiri-6224	2	40	(	(	PUNCT
ajiri-6224	2	41	online	online	ADJ
ajiri-6224	2	42	)	)	PUNCT
ajiri-6224	2	43	doi	doi	NOUN
ajiri-6224	2	44	:	:	PUNCT
ajiri-6224	2	45	https://doi.org/10.54536/ajiri.v4i3.6224	https://doi.org/10.54536/ajiri.v4i3.6224	PROPN
ajiri-6224	2	46	https://journals.e-palli.com/home/index.php/ajiri	https://journals.e-palli.com/home/index.php/ajiri	PROPN
ajiri-6224	2	47	article	article	NOUN
ajiri-6224	2	48	information	information	NOUN
ajiri-6224	2	49	abstract	abstract	ADV
ajiri-6224	2	50	received	receive	VERB
ajiri-6224	2	51	:	:	PUNCT
ajiri-6224	2	52	september	september	PROPN
ajiri-6224	2	53	25	25	NUM
ajiri-6224	2	54	,	,	PUNCT
ajiri-6224	2	55	2025	2025	NUM
ajiri-6224	2	56	accepted	accept	VERB
ajiri-6224	2	57	:	:	PUNCT
ajiri-6224	2	58	october	october	PROPN
ajiri-6224	2	59	27	27	NUM
ajiri-6224	2	60	,	,	PUNCT
ajiri-6224	2	61	2025	2025	NUM
ajiri-6224	2	62	published	publish	VERB
ajiri-6224	2	63	:	:	PUNCT
ajiri-6224	2	64	november	november	PROPN
ajiri-6224	2	65	21	21	NUM
ajiri-6224	2	66	,	,	PUNCT
ajiri-6224	2	67	2025	2025	NUM
ajiri-6224	2	68	insider	insider	NOUN
ajiri-6224	2	69	threats	threat	NOUN
ajiri-6224	2	70	are	be	AUX
ajiri-6224	2	71	a	a	DET
ajiri-6224	2	72	continuous	continuous	ADJ
ajiri-6224	2	73	and	and	CCONJ
ajiri-6224	2	74	dynamic	dynamic	ADJ
ajiri-6224	2	75	issue	issue	NOUN
ajiri-6224	2	76	in	in	ADP
ajiri-6224	2	77	the	the	DET
ajiri-6224	2	78	field	field	NOUN
ajiri-6224	2	79	of	of	ADP
ajiri-6224	2	80	organizational	organizational	ADJ
ajiri-6224	2	81	security	security	NOUN
ajiri-6224	2	82	that	that	PRON
ajiri-6224	2	83	may	may	AUX
ajiri-6224	2	84	take	take	VERB
ajiri-6224	2	85	various	various	ADJ
ajiri-6224	2	86	forms	form	NOUN
ajiri-6224	2	87	,	,	PUNCT
ajiri-6224	2	88	such	such	ADJ
ajiri-6224	2	89	as	as	ADP
ajiri-6224	2	90	an	an	DET
ajiri-6224	2	91	abuse	abuse	NOUN
ajiri-6224	2	92	of	of	ADP
ajiri-6224	2	93	authorized	authorized	ADJ
ajiri-6224	2	94	access	access	NOUN
ajiri-6224	2	95	to	to	ADP
ajiri-6224	2	96	critical	critical	ADJ
ajiri-6224	2	97	information	information	NOUN
ajiri-6224	2	98	systems	system	NOUN
ajiri-6224	2	99	and	and	CCONJ
ajiri-6224	2	100	physical	physical	ADJ
ajiri-6224	2	101	infrastructure	infrastructure	NOUN
ajiri-6224	2	102	.	.	PUNCT
ajiri-6224	3	1	the	the	DET
ajiri-6224	3	2	traditional	traditional	ADJ
ajiri-6224	3	3	methods	method	NOUN
ajiri-6224	3	4	of	of	ADP
ajiri-6224	3	5	isolating	isolate	VERB
ajiri-6224	3	6	system	system	NOUN
ajiri-6224	3	7	log	log	VERB
ajiri-6224	3	8	analysis	analysis	NOUN
ajiri-6224	3	9	,	,	PUNCT
ajiri-6224	3	10	behavioural	behavioural	ADJ
ajiri-6224	3	11	monitoring	monitoring	NOUN
ajiri-6224	3	12	,	,	PUNCT
ajiri-6224	3	13	or	or	CCONJ
ajiri-6224	3	14	physical	physical	ADJ
ajiri-6224	3	15	access	access	NOUN
ajiri-6224	3	16	control	control	NOUN
ajiri-6224	3	17	often	often	ADV
ajiri-6224	3	18	do	do	AUX
ajiri-6224	3	19	not	not	PART
ajiri-6224	3	20	have	have	VERB
ajiri-6224	3	21	the	the	DET
ajiri-6224	3	22	ability	ability	NOUN
ajiri-6224	3	23	to	to	PART
ajiri-6224	3	24	identify	identify	VERB
ajiri-6224	3	25	multi	multi	ADJ
ajiri-6224	3	26	-	-	ADJ
ajiri-6224	3	27	layered	layered	ADJ
ajiri-6224	3	28	and	and	CCONJ
ajiri-6224	3	29	subtle	subtle	ADJ
ajiri-6224	3	30	patterns	pattern	NOUN
ajiri-6224	3	31	of	of	ADP
ajiri-6224	3	32	threats	threat	NOUN
ajiri-6224	3	33	.	.	PUNCT
ajiri-6224	4	1	multimodal	multimodal	NOUN
ajiri-6224	4	2	data	datum	NOUN
ajiri-6224	4	3	integration	integration	NOUN
ajiri-6224	4	4	predictive	predictive	ADJ
ajiri-6224	4	5	analytics	analytic	NOUN
ajiri-6224	4	6	is	be	AUX
ajiri-6224	4	7	a	a	DET
ajiri-6224	4	8	holistic	holistic	ADJ
ajiri-6224	4	9	approach	approach	NOUN
ajiri-6224	4	10	since	since	SCONJ
ajiri-6224	4	11	it	it	PRON
ajiri-6224	4	12	integrates	integrate	VERB
ajiri-6224	4	13	heterogeneous	heterogeneous	ADJ
ajiri-6224	4	14	data	datum	NOUN
ajiri-6224	4	15	volumes	volume	NOUN
ajiri-6224	4	16	into	into	ADP
ajiri-6224	4	17	coherent	coherent	ADJ
ajiri-6224	4	18	threat	threat	NOUN
ajiri-6224	4	19	models	model	NOUN
ajiri-6224	4	20	that	that	PRON
ajiri-6224	4	21	are	be	AUX
ajiri-6224	4	22	able	able	ADJ
ajiri-6224	4	23	to	to	PART
ajiri-6224	4	24	pre	pre	VERB
ajiri-6224	4	25	-	-	VERB
ajiri-6224	4	26	empt	empt	VERB
ajiri-6224	4	27	any	any	DET
ajiri-6224	4	28	possible	possible	ADJ
ajiri-6224	4	29	threats	threat	NOUN
ajiri-6224	4	30	before	before	SCONJ
ajiri-6224	4	31	they	they	PRON
ajiri-6224	4	32	escalate	escalate	VERB
ajiri-6224	4	33	.	.	PUNCT
ajiri-6224	5	1	the	the	DET
ajiri-6224	5	2	paper	paper	NOUN
ajiri-6224	5	3	discusses	discuss	VERB
ajiri-6224	5	4	the	the	DET
ajiri-6224	5	5	effectiveness	effectiveness	NOUN
ajiri-6224	5	6	of	of	ADP
ajiri-6224	5	7	predictive	predictive	ADJ
ajiri-6224	5	8	analytics	analytic	NOUN
ajiri-6224	5	9	in	in	ADP
ajiri-6224	5	10	insider	insider	NOUN
ajiri-6224	5	11	threat	threat	NOUN
ajiri-6224	5	12	detection	detection	NOUN
ajiri-6224	5	13	through	through	ADP
ajiri-6224	5	14	analysis	analysis	NOUN
ajiri-6224	5	15	of	of	ADP
ajiri-6224	5	16	the	the	DET
ajiri-6224	5	17	connection	connection	NOUN
ajiri-6224	5	18	between	between	ADP
ajiri-6224	5	19	log	log	NOUN
ajiri-6224	5	20	records	record	NOUN
ajiri-6224	5	21	,	,	PUNCT
ajiri-6224	5	22	behavioural	behavioural	ADJ
ajiri-6224	5	23	indicators	indicator	NOUN
ajiri-6224	5	24	and	and	CCONJ
ajiri-6224	5	25	physical	physical	ADJ
ajiri-6224	5	26	security	security	NOUN
ajiri-6224	5	27	data	datum	NOUN
ajiri-6224	5	28	.	.	PUNCT
ajiri-6224	6	1	instead	instead	ADV
ajiri-6224	6	2	,	,	PUNCT
ajiri-6224	6	3	the	the	DET
ajiri-6224	6	4	focus	focus	NOUN
ajiri-6224	6	5	is	be	AUX
ajiri-6224	6	6	made	make	VERB
ajiri-6224	6	7	on	on	ADP
ajiri-6224	6	8	designing	design	VERB
ajiri-6224	6	9	integrative	integrative	ADJ
ajiri-6224	6	10	frameworks	framework	NOUN
ajiri-6224	6	11	,	,	PUNCT
ajiri-6224	6	12	using	use	VERB
ajiri-6224	6	13	advanced	advanced	ADJ
ajiri-6224	6	14	machine	machine	NOUN
ajiri-6224	6	15	learning	learn	VERB
ajiri-6224	6	16	algorithms	algorithm	NOUN
ajiri-6224	6	17	,	,	PUNCT
ajiri-6224	6	18	and	and	CCONJ
ajiri-6224	6	19	the	the	DET
ajiri-6224	6	20	applied	apply	VERB
ajiri-6224	6	21	implications	implication	NOUN
ajiri-6224	6	22	on	on	ADP
ajiri-6224	6	23	operational	operational	ADJ
ajiri-6224	6	24	resilience	resilience	NOUN
ajiri-6224	6	25	.	.	PUNCT
ajiri-6224	7	1	issues	issue	NOUN
ajiri-6224	7	2	like	like	ADP
ajiri-6224	7	3	scalability	scalability	NOUN
ajiri-6224	7	4	,	,	PUNCT
ajiri-6224	7	5	transparency	transparency	NOUN
ajiri-6224	7	6	of	of	ADP
ajiri-6224	7	7	algorithms	algorithm	NOUN
ajiri-6224	7	8	,	,	PUNCT
ajiri-6224	7	9	and	and	CCONJ
ajiri-6224	7	10	even	even	ADV
ajiri-6224	7	11	ethical	ethical	ADJ
ajiri-6224	7	12	considerations	consideration	NOUN
ajiri-6224	7	13	are	be	AUX
ajiri-6224	7	14	also	also	ADV
ajiri-6224	7	15	critical	critical	ADJ
ajiri-6224	7	16	issues	issue	NOUN
ajiri-6224	7	17	that	that	PRON
ajiri-6224	7	18	are	be	AUX
ajiri-6224	7	19	considered	consider	VERB
ajiri-6224	7	20	to	to	PART
ajiri-6224	7	21	provide	provide	VERB
ajiri-6224	7	22	a	a	DET
ajiri-6224	7	23	sound	sound	ADJ
ajiri-6224	7	24	deployment	deployment	NOUN
ajiri-6224	7	25	in	in	ADP
ajiri-6224	7	26	the	the	DET
ajiri-6224	7	27	modern	modern	ADJ
ajiri-6224	7	28	security	security	NOUN
ajiri-6224	7	29	environment	environment	NOUN
ajiri-6224	7	30	.	.	PUNCT
ajiri-6224	8	1	the	the	DET
ajiri-6224	8	2	paper	paper	NOUN
ajiri-6224	8	3	highlights	highlight	VERB
ajiri-6224	8	4	the	the	DET
ajiri-6224	8	5	need	need	NOUN
ajiri-6224	8	6	to	to	PART
ajiri-6224	8	7	embrace	embrace	VERB
ajiri-6224	8	8	multimodal	multimodal	ADJ
ajiri-6224	8	9	predictive	predictive	ADJ
ajiri-6224	8	10	approaches	approach	NOUN
ajiri-6224	8	11	as	as	ADP
ajiri-6224	8	12	a	a	DET
ajiri-6224	8	13	tactical	tactical	ADJ
ajiri-6224	8	14	defence	defence	NOUN
ajiri-6224	8	15	mechanism	mechanism	NOUN
ajiri-6224	8	16	and	and	CCONJ
ajiri-6224	8	17	developing	develop	VERB
ajiri-6224	8	18	theoretical	theoretical	ADJ
ajiri-6224	8	19	arguments	argument	NOUN
ajiri-6224	8	20	and	and	CCONJ
ajiri-6224	8	21	practical	practical	ADJ
ajiri-6224	8	22	interventions	intervention	NOUN
ajiri-6224	8	23	in	in	ADP
ajiri-6224	8	24	cybersecurity	cybersecurity	NOUN
ajiri-6224	8	25	risk	risk	NOUN
ajiri-6224	8	26	management	management	NOUN
ajiri-6224	8	27	.	.	PUNCT
ajiri-6224	9	1	keywords	keyword	VERB
ajiri-6224	9	2	behavioural	behavioural	ADJ
ajiri-6224	9	3	indicators	indicator	NOUN
ajiri-6224	9	4	,	,	PUNCT
ajiri-6224	9	5	cybersecurity	cybersecurity	NOUN
ajiri-6224	9	6	risk	risk	NOUN
ajiri-6224	9	7	management	management	NOUN
ajiri-6224	9	8	,	,	PUNCT
ajiri-6224	9	9	data	datum	NOUN
ajiri-6224	9	10	fusion	fusion	NOUN
ajiri-6224	9	11	,	,	PUNCT
ajiri-6224	9	12	insider	insider	NOUN
ajiri-6224	9	13	threats	threat	NOUN
ajiri-6224	9	14	,	,	PUNCT
ajiri-6224	9	15	machine	machine	NOUN
ajiri-6224	9	16	learning	learning	NOUN
ajiri-6224	9	17	,	,	PUNCT
ajiri-6224	9	18	multimodal	multimodal	ADJ
ajiri-6224	9	19	data	datum	NOUN
ajiri-6224	9	20	,	,	PUNCT
ajiri-6224	9	21	organisational	organisational	ADJ
ajiri-6224	9	22	resilience	resilience	NOUN
ajiri-6224	9	23	,	,	PUNCT
ajiri-6224	9	24	physical	physical	ADJ
ajiri-6224	9	25	security	security	NOUN
ajiri-6224	9	26	,	,	PUNCT
ajiri-6224	9	27	predictive	predictive	ADJ
ajiri-6224	9	28	analytics	analytic	NOUN
ajiri-6224	9	29	,	,	PUNCT
ajiri-6224	9	30	system	system	NOUN
ajiri-6224	9	31	logs	log	VERB
ajiri-6224	9	32	1	1	NUM
ajiri-6224	9	33	department	department	NOUN
ajiri-6224	9	34	of	of	ADP
ajiri-6224	9	35	science	science	NOUN
ajiri-6224	9	36	in	in	ADP
ajiri-6224	9	37	information	information	NOUN
ajiri-6224	9	38	technology	technology	NOUN
ajiri-6224	9	39	(	(	PUNCT
ajiri-6224	9	40	msit	msit	PROPN
ajiri-6224	9	41	)	)	PUNCT
ajiri-6224	9	42	,	,	PUNCT
ajiri-6224	9	43	washington	washington	PROPN
ajiri-6224	9	44	university	university	PROPN
ajiri-6224	9	45	of	of	ADP
ajiri-6224	9	46	science	science	NOUN
ajiri-6224	9	47	and	and	CCONJ
ajiri-6224	9	48	technology	technology	NOUN
ajiri-6224	9	49	(	(	PUNCT
ajiri-6224	9	50	wust	wust	NOUN
ajiri-6224	9	51	)	)	PUNCT
ajiri-6224	9	52	,	,	PUNCT
ajiri-6224	9	53	usa	usa	PROPN
ajiri-6224	9	54	2	2	NUM
ajiri-6224	9	55	department	department	NOUN
ajiri-6224	9	56	of	of	ADP
ajiri-6224	9	57	business	business	NOUN
ajiri-6224	9	58	analytics	analytic	NOUN
ajiri-6224	9	59	,	,	PUNCT
ajiri-6224	9	60	southern	southern	ADJ
ajiri-6224	9	61	new	new	PROPN
ajiri-6224	9	62	hampshire	hampshire	PROPN
ajiri-6224	9	63	university	university	PROPN
ajiri-6224	9	64	,	,	PUNCT
ajiri-6224	9	65	usa	usa	PROPN
ajiri-6224	9	66	3	3	NUM
ajiri-6224	9	67	department	department	NOUN
ajiri-6224	9	68	of	of	ADP
ajiri-6224	9	69	computer	computer	NOUN
ajiri-6224	9	70	science	science	NOUN
ajiri-6224	9	71	and	and	CCONJ
ajiri-6224	9	72	information	information	NOUN
ajiri-6224	9	73	systems	system	NOUN
ajiri-6224	9	74	,	,	PUNCT
ajiri-6224	9	75	pace	pace	NOUN
ajiri-6224	9	76	university	university	NOUN
ajiri-6224	9	77	,	,	PUNCT
ajiri-6224	9	78	usa	usa	PROPN
ajiri-6224	9	79	4	4	NUM
ajiri-6224	9	80	department	department	NOUN
ajiri-6224	9	81	of	of	ADP
ajiri-6224	9	82	science	science	NOUN
ajiri-6224	9	83	in	in	ADP
ajiri-6224	9	84	business	business	NOUN
ajiri-6224	9	85	analytics	analytic	NOUN
ajiri-6224	9	86	,	,	PUNCT
ajiri-6224	9	87	trine	trine	PROPN
ajiri-6224	9	88	university	university	PROPN
ajiri-6224	9	89	,	,	PUNCT
ajiri-6224	9	90	usa	usa	PROPN
ajiri-6224	9	91	*	*	PUNCT
ajiri-6224	9	92	corresponding	correspond	VERB
ajiri-6224	9	93	author	author	NOUN
ajiri-6224	9	94	’s	’s	PART
ajiri-6224	9	95	e	e	NOUN
ajiri-6224	9	96	-	-	NOUN
ajiri-6224	9	97	mail	mail	NOUN
ajiri-6224	9	98	:	:	PUNCT
ajiri-6224	9	99	saeedmamun2015@gmail.com	saeedmamun2015@gmail.com	X
ajiri-6224	10	1	introduction	introduction	NOUN
ajiri-6224	10	2	the	the	DET
ajiri-6224	10	3	development	development	NOUN
ajiri-6224	10	4	of	of	ADP
ajiri-6224	10	5	digital	digital	ADJ
ajiri-6224	10	6	landscapes	landscape	NOUN
ajiri-6224	10	7	and	and	CCONJ
ajiri-6224	10	8	the	the	DET
ajiri-6224	10	9	incorporation	incorporation	NOUN
ajiri-6224	10	10	of	of	ADP
ajiri-6224	10	11	networks	network	NOUN
ajiri-6224	10	12	have	have	AUX
ajiri-6224	10	13	made	make	VERB
ajiri-6224	10	14	insider	insider	NOUN
ajiri-6224	10	15	threats	threat	NOUN
ajiri-6224	10	16	a	a	DET
ajiri-6224	10	17	burning	burn	VERB
ajiri-6224	10	18	issue	issue	NOUN
ajiri-6224	10	19	in	in	ADP
ajiri-6224	10	20	modern	modern	ADJ
ajiri-6224	10	21	cybersecurity	cybersecurity	NOUN
ajiri-6224	10	22	.	.	PUNCT
ajiri-6224	11	1	unlike	unlike	ADP
ajiri-6224	11	2	external	external	ADJ
ajiri-6224	11	3	opponents	opponent	NOUN
ajiri-6224	11	4	who	who	PRON
ajiri-6224	11	5	break	break	VERB
ajiri-6224	11	6	through	through	ADP
ajiri-6224	11	7	the	the	DET
ajiri-6224	11	8	barriers	barrier	NOUN
ajiri-6224	11	9	by	by	ADP
ajiri-6224	11	10	hacking	hack	VERB
ajiri-6224	11	11	the	the	DET
ajiri-6224	11	12	systems	system	NOUN
ajiri-6224	11	13	situated	situate	VERB
ajiri-6224	11	14	on	on	ADP
ajiri-6224	11	15	the	the	DET
ajiri-6224	11	16	outside	outside	NOUN
ajiri-6224	11	17	,	,	PUNCT
ajiri-6224	11	18	insiders	insider	NOUN
ajiri-6224	11	19	have	have	VERB
ajiri-6224	11	20	privileged	privileged	ADJ
ajiri-6224	11	21	access	access	NOUN
ajiri-6224	11	22	to	to	ADP
ajiri-6224	11	23	the	the	DET
ajiri-6224	11	24	sensitive	sensitive	ADJ
ajiri-6224	11	25	systems	system	NOUN
ajiri-6224	11	26	,	,	PUNCT
ajiri-6224	11	27	and	and	CCONJ
ajiri-6224	11	28	they	they	PRON
ajiri-6224	11	29	manipulate	manipulate	VERB
ajiri-6224	11	30	their	their	PRON
ajiri-6224	11	31	privileges	privilege	NOUN
ajiri-6224	11	32	to	to	PART
ajiri-6224	11	33	compromise	compromise	VERB
ajiri-6224	11	34	the	the	DET
ajiri-6224	11	35	confidentiality	confidentiality	NOUN
ajiri-6224	11	36	,	,	PUNCT
ajiri-6224	11	37	integrity	integrity	NOUN
ajiri-6224	11	38	,	,	PUNCT
ajiri-6224	11	39	and	and	CCONJ
ajiri-6224	11	40	availability	availability	NOUN
ajiri-6224	11	41	.	.	PUNCT
ajiri-6224	12	1	it	it	PRON
ajiri-6224	12	2	makes	make	VERB
ajiri-6224	12	3	the	the	DET
ajiri-6224	12	4	insider	insider	NOUN
ajiri-6224	12	5	threats	threat	NOUN
ajiri-6224	12	6	particularly	particularly	ADV
ajiri-6224	12	7	ugly	ugly	ADJ
ajiri-6224	12	8	,	,	PUNCT
ajiri-6224	12	9	since	since	SCONJ
ajiri-6224	12	10	they	they	PRON
ajiri-6224	12	11	bypass	bypass	VERB
ajiri-6224	12	12	the	the	DET
ajiri-6224	12	13	standard	standard	ADJ
ajiri-6224	12	14	monitoring	monitoring	NOUN
ajiri-6224	12	15	controls	control	NOUN
ajiri-6224	12	16	and	and	CCONJ
ajiri-6224	12	17	exploit	exploit	VERB
ajiri-6224	12	18	blind	blind	ADJ
ajiri-6224	12	19	spots	spot	NOUN
ajiri-6224	12	20	within	within	ADP
ajiri-6224	12	21	the	the	DET
ajiri-6224	12	22	organisational	organisational	ADJ
ajiri-6224	12	23	security	security	NOUN
ajiri-6224	12	24	landscape	landscape	NOUN
ajiri-6224	12	25	.	.	PUNCT
ajiri-6224	13	1	these	these	DET
ajiri-6224	13	2	risks	risk	NOUN
ajiri-6224	13	3	are	be	AUX
ajiri-6224	13	4	in	in	ADP
ajiri-6224	13	5	several	several	ADJ
ajiri-6224	13	6	forms	form	NOUN
ajiri-6224	13	7	such	such	ADJ
ajiri-6224	13	8	as	as	ADP
ajiri-6224	13	9	anomalies	anomaly	NOUN
ajiri-6224	13	10	in	in	ADP
ajiri-6224	13	11	any	any	DET
ajiri-6224	13	12	system	system	NOUN
ajiri-6224	13	13	log	log	NOUN
ajiri-6224	13	14	records	record	NOUN
ajiri-6224	13	15	,	,	PUNCT
ajiri-6224	13	16	deviation	deviation	NOUN
ajiri-6224	13	17	of	of	ADP
ajiri-6224	13	18	behaviour	behaviour	NOUN
ajiri-6224	13	19	,	,	PUNCT
ajiri-6224	13	20	and	and	CCONJ
ajiri-6224	13	21	even	even	ADV
ajiri-6224	13	22	unauthorised	unauthorised	ADJ
ajiri-6224	13	23	physical	physical	ADJ
ajiri-6224	13	24	intrusions	intrusion	NOUN
ajiri-6224	13	25	.	.	PUNCT
ajiri-6224	14	1	the	the	DET
ajiri-6224	14	2	sheer	sheer	ADJ
ajiri-6224	14	3	existence	existence	NOUN
ajiri-6224	14	4	of	of	ADP
ajiri-6224	14	5	threat	threat	NOUN
ajiri-6224	14	6	indicators	indicator	NOUN
ajiri-6224	14	7	points	point	VERB
ajiri-6224	14	8	to	to	ADP
ajiri-6224	14	9	the	the	DET
ajiri-6224	14	10	necessity	necessity	NOUN
ajiri-6224	14	11	to	to	PART
ajiri-6224	14	12	possess	possess	VERB
ajiri-6224	14	13	combined	combined	ADJ
ajiri-6224	14	14	techniques	technique	NOUN
ajiri-6224	14	15	that	that	PRON
ajiri-6224	14	16	would	would	AUX
ajiri-6224	14	17	unify	unify	VERB
ajiri-6224	14	18	such	such	ADJ
ajiri-6224	14	19	dissimilar	dissimilar	ADJ
ajiri-6224	14	20	data	datum	NOUN
ajiri-6224	14	21	sets	set	NOUN
ajiri-6224	14	22	to	to	ADP
ajiri-6224	14	23	an	an	DET
ajiri-6224	14	24	integrated	integrate	VERB
ajiri-6224	14	25	form	form	NOUN
ajiri-6224	14	26	of	of	ADP
ajiri-6224	14	27	predictive	predictive	ADJ
ajiri-6224	14	28	approaches	approach	NOUN
ajiri-6224	14	29	.	.	PUNCT
ajiri-6224	15	1	predictive	predictive	ADJ
ajiri-6224	15	2	analytics	analytic	NOUN
ajiri-6224	15	3	provide	provide	VERB
ajiri-6224	15	4	a	a	DET
ajiri-6224	15	5	novel	novel	ADJ
ajiri-6224	15	6	paradigm	paradigm	NOUN
ajiri-6224	15	7	of	of	ADP
ajiri-6224	15	8	reactive	reactive	ADJ
ajiri-6224	15	9	response	response	NOUN
ajiri-6224	15	10	to	to	ADP
ajiri-6224	15	11	security	security	NOUN
ajiri-6224	15	12	measures	measure	NOUN
ajiri-6224	15	13	to	to	ADP
ajiri-6224	15	14	anticipatory	anticipatory	ADJ
ajiri-6224	15	15	measures	measure	NOUN
ajiri-6224	15	16	.	.	PUNCT
ajiri-6224	16	1	isolated	isolated	ADJ
ajiri-6224	16	2	monitoring	monitoring	NOUN
ajiri-6224	16	3	systems	system	NOUN
ajiri-6224	16	4	tend	tend	VERB
ajiri-6224	16	5	to	to	PART
ajiri-6224	16	6	miss	miss	VERB
ajiri-6224	16	7	the	the	DET
ajiri-6224	16	8	existence	existence	NOUN
ajiri-6224	16	9	of	of	ADP
ajiri-6224	16	10	small	small	ADJ
ajiri-6224	16	11	anomalies	anomaly	NOUN
ajiri-6224	16	12	,	,	PUNCT
ajiri-6224	16	13	whichthe	whichthe	ADJ
ajiri-6224	16	14	reliability	reliability	NOUN
ajiri-6224	16	15	and	and	CCONJ
ajiri-6224	16	16	validity	validity	NOUN
ajiri-6224	16	17	of	of	ADP
ajiri-6224	16	18	insider	insider	NOUN
ajiri-6224	16	19	threat	threat	NOUN
ajiri-6224	16	20	detection	detection	NOUN
ajiri-6224	16	21	,	,	PUNCT
ajiri-6224	16	22	contributing	contribute	VERB
ajiri-6224	16	23	to	to	ADP
ajiri-6224	16	24	the	the	DET
ajiri-6224	16	25	preparedness	preparedness	NOUN
ajiri-6224	16	26	of	of	ADP
ajiri-6224	16	27	organizationslearning	organizationslearning	NOUN
ajiri-6224	16	28	algorithms	algorithm	NOUN
ajiri-6224	16	29	,	,	PUNCT
ajiri-6224	16	30	and	and	CCONJ
ajiri-6224	16	31	real	real	ADJ
ajiri-6224	16	32	-	-	PUNCT
ajiri-6224	16	33	time	time	NOUN
ajiri-6224	16	34	data	datum	NOUN
ajiri-6224	16	35	integration	integration	NOUN
ajiri-6224	16	36	.	.	PUNCT
ajiri-6224	17	1	by	by	ADP
ajiri-6224	17	2	combining	combine	VERB
ajiri-6224	17	3	the	the	DET
ajiri-6224	17	4	multimodal	multimodal	ADJ
ajiri-6224	17	5	sources	source	NOUN
ajiri-6224	17	6	of	of	ADP
ajiri-6224	17	7	data	datum	NOUN
ajiri-6224	17	8	,	,	PUNCT
ajiri-6224	17	9	i.e.	i.e.	X
ajiri-6224	17	10	log	log	NOUN
ajiri-6224	17	11	entries	entry	NOUN
ajiri-6224	17	12	,	,	PUNCT
ajiri-6224	17	13	behavioural	behavioural	ADJ
ajiri-6224	17	14	dynamics	dynamic	NOUN
ajiri-6224	17	15	and	and	CCONJ
ajiri-6224	17	16	evidence	evidence	NOUN
ajiri-6224	17	17	of	of	ADP
ajiri-6224	17	18	physical	physical	ADJ
ajiri-6224	17	19	security	security	NOUN
ajiri-6224	17	20	,	,	PUNCT
ajiri-6224	17	21	the	the	DET
ajiri-6224	17	22	emerging	emerge	VERB
ajiri-6224	17	23	models	model	NOUN
ajiri-6224	17	24	are	be	AUX
ajiri-6224	17	25	much	much	ADV
ajiri-6224	17	26	more	more	ADV
ajiri-6224	17	27	precise	precise	ADJ
ajiri-6224	17	28	in	in	ADP
ajiri-6224	17	29	the	the	DET
ajiri-6224	17	30	early	early	ADJ
ajiri-6224	17	31	signs	sign	NOUN
ajiri-6224	17	32	of	of	ADP
ajiri-6224	17	33	insider	insider	NOUN
ajiri-6224	17	34	activity	activity	NOUN
ajiri-6224	17	35	.	.	PUNCT
ajiri-6224	18	1	it	it	PRON
ajiri-6224	18	2	is	be	AUX
ajiri-6224	18	3	a	a	DET
ajiri-6224	18	4	form	form	NOUN
ajiri-6224	18	5	of	of	ADP
ajiri-6224	18	6	integration	integration	NOUN
ajiri-6224	18	7	operation	operation	NOUN
ajiri-6224	18	8	that	that	PRON
ajiri-6224	18	9	enhances	enhance	VERB
ajiri-6224	18	10	reliability	reliability	NOUN
ajiri-6224	18	11	and	and	CCONJ
ajiri-6224	18	12	validity	validity	NOUN
ajiri-6224	18	13	of	of	ADP
ajiri-6224	18	14	insider	insider	NOUN
ajiri-6224	18	15	threat	threat	NOUN
ajiri-6224	18	16	detection	detection	NOUN
ajiri-6224	18	17	contributing	contribute	VERB
ajiri-6224	18	18	to	to	ADP
ajiri-6224	18	19	the	the	DET
ajiri-6224	18	20	preparedness	preparedness	NOUN
ajiri-6224	18	21	of	of	ADP
ajiri-6224	18	22	organisations	organisation	NOUN
ajiri-6224	18	23	to	to	ADP
ajiri-6224	18	24	internal	internal	ADJ
ajiri-6224	18	25	risks	risk	NOUN
ajiri-6224	18	26	.	.	PUNCT
ajiri-6224	19	1	the	the	DET
ajiri-6224	19	2	forecasting	forecasting	NOUN
ajiri-6224	19	3	form	form	NOUN
ajiri-6224	19	4	of	of	ADP
ajiri-6224	19	5	strategies	strategy	NOUN
ajiri-6224	19	6	is	be	AUX
ajiri-6224	19	7	pressing	press	VERB
ajiri-6224	19	8	because	because	SCONJ
ajiri-6224	19	9	the	the	DET
ajiri-6224	19	10	complexity	complexity	NOUN
ajiri-6224	19	11	of	of	ADP
ajiri-6224	19	12	insider	insider	NOUN
ajiri-6224	19	13	strategies	strategy	NOUN
ajiri-6224	19	14	in	in	ADP
ajiri-6224	19	15	the	the	DET
ajiri-6224	19	16	technologically	technologically	ADV
ajiri-6224	19	17	sophisticated	sophisticated	ADJ
ajiri-6224	19	18	settings	setting	NOUN
ajiri-6224	19	19	is	be	AUX
ajiri-6224	19	20	improving	improve	VERB
ajiri-6224	19	21	.	.	PUNCT
ajiri-6224	20	1	even	even	ADV
ajiri-6224	20	2	lower	low	ADJ
ajiri-6224	20	3	points	point	NOUN
ajiri-6224	20	4	are	be	AUX
ajiri-6224	20	5	the	the	DET
ajiri-6224	20	6	companies	company	NOUN
ajiri-6224	20	7	that	that	PRON
ajiri-6224	20	8	use	use	VERB
ajiri-6224	20	9	decentralised	decentralised	ADJ
ajiri-6224	20	10	infrastructure	infrastructure	NOUN
ajiri-6224	20	11	,	,	PUNCT
ajiri-6224	20	12	cloud	cloud	NOUN
ajiri-6224	20	13	-	-	PUNCT
ajiri-6224	20	14	based	base	VERB
ajiri-6224	20	15	environments	environment	NOUN
ajiri-6224	20	16	and	and	CCONJ
ajiri-6224	20	17	work	work	NOUN
ajiri-6224	20	18	-	-	PUNCT
ajiri-6224	20	19	from	from	ADP
ajiri-6224	20	20	-	-	PUNCT
ajiri-6224	20	21	home	home	NOUN
ajiri-6224	20	22	policies	policy	NOUN
ajiri-6224	20	23	.	.	PUNCT
ajiri-6224	21	1	the	the	DET
ajiri-6224	21	2	conventional	conventional	ADJ
ajiri-6224	21	3	detection	detection	NOUN
ajiri-6224	21	4	systems	system	NOUN
ajiri-6224	21	5	,	,	PUNCT
ajiri-6224	21	6	which	which	PRON
ajiri-6224	21	7	are	be	AUX
ajiri-6224	21	8	restricted	restrict	VERB
ajiri-6224	21	9	in	in	ADP
ajiri-6224	21	10	their	their	PRON
ajiri-6224	21	11	ability	ability	NOUN
ajiri-6224	21	12	to	to	PART
ajiri-6224	21	13	rely	rely	VERB
ajiri-6224	21	14	on	on	ADP
ajiri-6224	21	15	only	only	ADJ
ajiri-6224	21	16	limited	limited	ADJ
ajiri-6224	21	17	types	type	NOUN
ajiri-6224	21	18	of	of	ADP
ajiri-6224	21	19	data	datum	NOUN
ajiri-6224	21	20	,	,	PUNCT
ajiri-6224	21	21	are	be	AUX
ajiri-6224	21	22	ill	ill	ADV
ajiri-6224	21	23	adjusted	adjust	VERB
ajiri-6224	21	24	to	to	ADP
ajiri-6224	21	25	the	the	DET
ajiri-6224	21	26	velocity	velocity	NOUN
ajiri-6224	21	27	,	,	PUNCT
ajiri-6224	21	28	scale	scale	NOUN
ajiri-6224	21	29	and	and	CCONJ
ajiri-6224	21	30	variety	variety	NOUN
ajiri-6224	21	31	of	of	ADP
ajiri-6224	21	32	the	the	DET
ajiri-6224	21	33	modern	modern	ADJ
ajiri-6224	21	34	information	information	NOUN
ajiri-6224	21	35	streams	stream	NOUN
ajiri-6224	21	36	.	.	PUNCT
ajiri-6224	22	1	the	the	DET
ajiri-6224	22	2	multimodal	multimodal	ADJ
ajiri-6224	22	3	data	datum	NOUN
ajiri-6224	22	4	integration	integration	NOUN
ajiri-6224	22	5	using	use	VERB
ajiri-6224	22	6	predictive	predictive	ADJ
ajiri-6224	22	7	analytics	analytic	NOUN
ajiri-6224	22	8	removes	remove	VERB
ajiri-6224	22	9	these	these	DET
ajiri-6224	22	10	shortcomings	shortcoming	NOUN
ajiri-6224	22	11	and	and	CCONJ
ajiri-6224	22	12	gives	give	VERB
ajiri-6224	22	13	an	an	DET
ajiri-6224	22	14	integrated	integrated	ADJ
ajiri-6224	22	15	analysis	analysis	NOUN
ajiri-6224	22	16	that	that	PRON
ajiri-6224	22	17	can	can	AUX
ajiri-6224	22	18	identify	identify	VERB
ajiri-6224	22	19	complex	complex	ADJ
ajiri-6224	22	20	threat	threat	NOUN
ajiri-6224	22	21	patterns	pattern	NOUN
ajiri-6224	22	22	.	.	PUNCT
ajiri-6224	23	1	in	in	ADP
ajiri-6224	23	2	other	other	ADJ
ajiri-6224	23	3	applications	application	NOUN
ajiri-6224	23	4	beyond	beyond	ADP
ajiri-6224	23	5	technical	technical	ADJ
ajiri-6224	23	6	applications	application	NOUN
ajiri-6224	23	7	,	,	PUNCT
ajiri-6224	23	8	predictive	predictive	ADJ
ajiri-6224	23	9	analytics	analytic	NOUN
ajiri-6224	23	10	has	have	VERB
ajiri-6224	23	11	further	far	ADV
ajiri-6224	23	12	organisational	organisational	ADJ
ajiri-6224	23	13	and	and	CCONJ
ajiri-6224	23	14	societal	societal	ADJ
ajiri-6224	23	15	implications	implication	NOUN
ajiri-6224	23	16	.	.	PUNCT
ajiri-6224	24	1	companies	company	NOUN
ajiri-6224	24	2	with	with	ADP
ajiri-6224	24	3	an	an	DET
ajiri-6224	24	4	effective	effective	ADJ
ajiri-6224	24	5	use	use	NOUN
ajiri-6224	24	6	of	of	ADP
ajiri-6224	24	7	multimodal	multimodal	ADJ
ajiri-6224	24	8	predictive	predictive	ADJ
ajiri-6224	24	9	models	model	NOUN
ajiri-6224	24	10	can	can	AUX
ajiri-6224	24	11	protect	protect	VERB
ajiri-6224	24	12	intellectual	intellectual	ADJ
ajiri-6224	24	13	property	property	NOUN
ajiri-6224	24	14	,	,	PUNCT
ajiri-6224	24	15	operations	operation	NOUN
ajiri-6224	24	16	that	that	PRON
ajiri-6224	24	17	are	be	AUX
ajiri-6224	24	18	vital	vital	ADJ
ajiri-6224	24	19	,	,	PUNCT
ajiri-6224	24	20	and	and	CCONJ
ajiri-6224	24	21	trust	trust	NOUN
ajiri-6224	24	22	within	within	ADP
ajiri-6224	24	23	the	the	DET
ajiri-6224	24	24	community	community	NOUN
ajiri-6224	24	25	.	.	PUNCT
ajiri-6224	25	1	besides	besides	SCONJ
ajiri-6224	25	2	that	that	PRON
ajiri-6224	25	3	,	,	PUNCT
ajiri-6224	25	4	predictive	predictive	ADJ
ajiri-6224	25	5	approach	approach	NOUN
ajiri-6224	25	6	methodologies	methodology	NOUN
ajiri-6224	25	7	promote	promote	VERB
ajiri-6224	25	8	compliance	compliance	NOUN
ajiri-6224	25	9	with	with	ADP
ajiri-6224	25	10	regulatory	regulatory	ADJ
ajiri-6224	25	11	demands	demand	NOUN
ajiri-6224	25	12	of	of	ADP
ajiri-6224	25	13	governance	governance	NOUN
ajiri-6224	25	14	,	,	PUNCT
ajiri-6224	25	15	risk	risk	NOUN
ajiri-6224	25	16	,	,	PUNCT
ajiri-6224	25	17	and	and	CCONJ
ajiri-6224	25	18	data	datum	NOUN
ajiri-6224	25	19	security	security	NOUN
ajiri-6224	25	20	.	.	PUNCT
ajiri-6224	26	1	however	however	ADV
ajiri-6224	26	2	,	,	PUNCT
ajiri-6224	26	3	predictive	predictive	ADJ
ajiri-6224	26	4	systems	system	NOUN
ajiri-6224	26	5	are	be	AUX
ajiri-6224	26	6	not	not	PART
ajiri-6224	26	7	generated	generate	VERB
ajiri-6224	26	8	without	without	ADP
ajiri-6224	26	9	issues	issue	NOUN
ajiri-6224	26	10	.	.	PUNCT
ajiri-6224	27	1	the	the	DET
ajiri-6224	27	2	blurrings	blurring	NOUN
ajiri-6224	27	3	between	between	ADP
ajiri-6224	27	4	security	security	NOUN
ajiri-6224	27	5	and	and	CCONJ
ajiri-6224	27	6	personal	personal	ADJ
ajiri-6224	27	7	privacy	privacy	NOUN
ajiri-6224	27	8	,	,	PUNCT
ajiri-6224	27	9	the	the	DET
ajiri-6224	27	10	threat	threat	NOUN
ajiri-6224	27	11	of	of	ADP
ajiri-6224	27	12	algorithm	algorithm	NOUN
ajiri-6224	27	13	bias	bias	NOUN
ajiri-6224	27	14	,	,	PUNCT
ajiri-6224	27	15	the	the	DET
ajiri-6224	27	16	technical	technical	ADJ
ajiri-6224	27	17	requirements	requirement	NOUN
ajiri-6224	27	18	of	of	ADP
ajiri-6224	27	19	pa	pa	PROPN
ajiri-6224	27	20	ge	ge	PROPN
ajiri-6224	27	21	83	83	NUM
ajiri-6224	27	22	https://journals.e-palli.com/home/index.php/ajiri	https://journals.e-palli.com/home/index.php/ajiri	PROPN
ajiri-6224	27	23	am	be	AUX
ajiri-6224	27	24	.	.	PUNCT
ajiri-6224	28	1	j.	j.	PROPN
ajiri-6224	28	2	interdiscip	interdiscip	PROPN
ajiri-6224	28	3	.	.	PUNCT
ajiri-6224	29	1	res	re	NOUN
ajiri-6224	29	2	.	.	PUNCT
ajiri-6224	30	1	innov	innov	PROPN
ajiri-6224	30	2	.	.	PUNCT
ajiri-6224	31	1	4(3	4(3	NUM
ajiri-6224	31	2	)	)	PUNCT
ajiri-6224	31	3	82	82	NUM
ajiri-6224	31	4	-	-	SYM
ajiri-6224	31	5	90	90	NUM
ajiri-6224	31	6	2025	2025	NUM
ajiri-6224	31	7	scaling	scale	VERB
ajiri-6224	31	8	predictive	predictive	ADJ
ajiri-6224	31	9	models	model	NOUN
ajiri-6224	31	10	all	all	PRON
ajiri-6224	31	11	remain	remain	VERB
ajiri-6224	31	12	pressing	press	VERB
ajiri-6224	31	13	matters	matter	NOUN
ajiri-6224	31	14	to	to	PART
ajiri-6224	31	15	take	take	VERB
ajiri-6224	31	16	into	into	ADP
ajiri-6224	31	17	account	account	NOUN
ajiri-6224	31	18	to	to	PART
ajiri-6224	31	19	be	be	AUX
ajiri-6224	31	20	rolled	roll	VERB
ajiri-6224	31	21	out	out	ADP
ajiri-6224	31	22	successfully	successfully	ADV
ajiri-6224	31	23	.	.	PUNCT
ajiri-6224	32	1	by	by	ADP
ajiri-6224	32	2	creating	create	VERB
ajiri-6224	32	3	predictive	predictive	ADJ
ajiri-6224	32	4	analytics	analytic	NOUN
ajiri-6224	32	5	,	,	PUNCT
ajiri-6224	32	6	which	which	PRON
ajiri-6224	32	7	is	be	AUX
ajiri-6224	32	8	derived	derive	VERB
ajiri-6224	32	9	through	through	ADP
ajiri-6224	32	10	the	the	DET
ajiri-6224	32	11	integration	integration	NOUN
ajiri-6224	32	12	of	of	ADP
ajiri-6224	32	13	multimodal	multimodal	NOUN
ajiri-6224	32	14	data	datum	NOUN
ajiri-6224	32	15	,	,	PUNCT
ajiri-6224	32	16	a	a	DET
ajiri-6224	32	17	breakthrough	breakthrough	NOUN
ajiri-6224	32	18	in	in	ADP
ajiri-6224	32	19	the	the	DET
ajiri-6224	32	20	insider	insider	NOUN
ajiri-6224	32	21	threat	threat	NOUN
ajiri-6224	32	22	management	management	NOUN
ajiri-6224	32	23	realm	realm	NOUN
ajiri-6224	32	24	has	have	AUX
ajiri-6224	32	25	been	be	AUX
ajiri-6224	32	26	reached	reach	VERB
ajiri-6224	32	27	.	.	PUNCT
ajiri-6224	33	1	such	such	ADJ
ajiri-6224	33	2	frameworks	framework	NOUN
ajiri-6224	33	3	will	will	AUX
ajiri-6224	33	4	prove	prove	VERB
ajiri-6224	33	5	useful	useful	ADJ
ajiri-6224	33	6	in	in	ADP
ajiri-6224	33	7	empowering	empower	VERB
ajiri-6224	33	8	more	more	ADV
ajiri-6224	33	9	efficient	efficient	ADJ
ajiri-6224	33	10	pre	pre	ADJ
ajiri-6224	33	11	-	-	ADJ
ajiri-6224	33	12	emptive	emptive	ADJ
ajiri-6224	33	13	defence	defence	NOUN
ajiri-6224	33	14	by	by	ADP
ajiri-6224	33	15	breaking	break	VERB
ajiri-6224	33	16	the	the	DET
ajiri-6224	33	17	boundaries	boundary	NOUN
ajiri-6224	33	18	of	of	ADP
ajiri-6224	33	19	the	the	DET
ajiri-6224	33	20	traditional	traditional	ADJ
ajiri-6224	33	21	mechanisms	mechanism	NOUN
ajiri-6224	33	22	of	of	ADP
ajiri-6224	33	23	detection	detection	NOUN
ajiri-6224	33	24	and	and	CCONJ
ajiri-6224	33	25	combining	combine	VERB
ajiri-6224	33	26	the	the	DET
ajiri-6224	33	27	log	log	NOUN
ajiri-6224	33	28	,	,	PUNCT
ajiri-6224	33	29	behavioural	behavioural	ADJ
ajiri-6224	33	30	,	,	PUNCT
ajiri-6224	33	31	and	and	CCONJ
ajiri-6224	33	32	physical	physical	ADJ
ajiri-6224	33	33	data	datum	NOUN
ajiri-6224	33	34	.	.	PUNCT
ajiri-6224	34	1	the	the	DET
ajiri-6224	34	2	paper	paper	NOUN
ajiri-6224	34	3	continues	continue	VERB
ajiri-6224	34	4	to	to	PART
ajiri-6224	34	5	examine	examine	VERB
ajiri-6224	34	6	methodological	methodological	ADJ
ajiri-6224	34	7	frameworks	framework	NOUN
ajiri-6224	34	8	,	,	PUNCT
ajiri-6224	34	9	applications	application	NOUN
ajiri-6224	34	10	,	,	PUNCT
ajiri-6224	34	11	issues	issue	NOUN
ajiri-6224	34	12	,	,	PUNCT
ajiri-6224	34	13	and	and	CCONJ
ajiri-6224	34	14	opportunities	opportunity	NOUN
ajiri-6224	34	15	towards	towards	ADP
ajiri-6224	34	16	ensuring	ensure	VERB
ajiri-6224	34	17	predictive	predictive	ADJ
ajiri-6224	34	18	analytics	analytic	NOUN
ajiri-6224	34	19	becomes	become	VERB
ajiri-6224	34	20	a	a	DET
ajiri-6224	34	21	feature	feature	NOUN
ajiri-6224	34	22	of	of	ADP
ajiri-6224	34	23	organisational	organisational	ADJ
ajiri-6224	34	24	security	security	NOUN
ajiri-6224	34	25	resilience	resilience	NOUN
ajiri-6224	34	26	.	.	PUNCT
ajiri-6224	35	1	literature	literature	NOUN
ajiri-6224	35	2	review	review	NOUN
ajiri-6224	35	3	conceptualising	conceptualise	VERB
ajiri-6224	35	4	insider	insider	NOUN
ajiri-6224	35	5	threats	threat	NOUN
ajiri-6224	35	6	insider	insider	NOUN
ajiri-6224	35	7	threats	threat	NOUN
ajiri-6224	35	8	are	be	AUX
ajiri-6224	35	9	identified	identify	VERB
ajiri-6224	35	10	as	as	ADP
ajiri-6224	35	11	a	a	DET
ajiri-6224	35	12	category	category	NOUN
ajiri-6224	35	13	of	of	ADP
ajiri-6224	35	14	organisational	organisational	ADJ
ajiri-6224	35	15	risk	risk	NOUN
ajiri-6224	35	16	among	among	ADP
ajiri-6224	35	17	the	the	DET
ajiri-6224	35	18	most	most	ADV
ajiri-6224	35	19	complicated	complicated	ADJ
ajiri-6224	35	20	ones	one	NOUN
ajiri-6224	35	21	because	because	SCONJ
ajiri-6224	35	22	of	of	ADP
ajiri-6224	35	23	the	the	DET
ajiri-6224	35	24	duality	duality	NOUN
ajiri-6224	35	25	of	of	ADP
ajiri-6224	35	26	advantage	advantage	NOUN
ajiri-6224	35	27	and	and	CCONJ
ajiri-6224	35	28	susceptibility	susceptibility	NOUN
ajiri-6224	35	29	of	of	ADP
ajiri-6224	35	30	their	their	PRON
ajiri-6224	35	31	implementation	implementation	NOUN
ajiri-6224	35	32	.	.	PUNCT
ajiri-6224	36	1	the	the	DET
ajiri-6224	36	2	insiders	insider	NOUN
ajiri-6224	36	3	can	can	AUX
ajiri-6224	36	4	be	be	AUX
ajiri-6224	36	5	those	those	DET
ajiri-6224	36	6	employees	employee	NOUN
ajiri-6224	36	7	,	,	PUNCT
ajiri-6224	36	8	contractors	contractor	NOUN
ajiri-6224	36	9	,	,	PUNCT
ajiri-6224	36	10	or	or	CCONJ
ajiri-6224	36	11	partners	partner	NOUN
ajiri-6224	36	12	who	who	PRON
ajiri-6224	36	13	have	have	VERB
ajiri-6224	36	14	varying	vary	VERB
ajiri-6224	36	15	access	access	NOUN
ajiri-6224	36	16	to	to	ADP
ajiri-6224	36	17	the	the	DET
ajiri-6224	36	18	system	system	NOUN
ajiri-6224	36	19	.	.	PUNCT
ajiri-6224	37	1	their	their	PRON
ajiri-6224	37	2	risk	risk	NOUN
ajiri-6224	37	3	of	of	ADP
ajiri-6224	37	4	threat	threat	NOUN
ajiri-6224	37	5	stretches	stretch	VERB
ajiri-6224	37	6	over	over	ADP
ajiri-6224	37	7	both	both	CCONJ
ajiri-6224	37	8	malicious	malicious	ADJ
ajiri-6224	37	9	and	and	CCONJ
ajiri-6224	37	10	negligent	negligent	ADJ
ajiri-6224	37	11	acts	act	NOUN
ajiri-6224	37	12	and	and	CCONJ
ajiri-6224	37	13	accidental	accidental	ADJ
ajiri-6224	37	14	breaches	breach	NOUN
ajiri-6224	37	15	of	of	ADP
ajiri-6224	37	16	security	security	NOUN
ajiri-6224	37	17	measures	measure	NOUN
ajiri-6224	37	18	.	.	PUNCT
ajiri-6224	38	1	the	the	DET
ajiri-6224	38	2	most	most	ADV
ajiri-6224	38	3	crucial	crucial	ADJ
ajiri-6224	38	4	issue	issue	NOUN
ajiri-6224	38	5	,	,	PUNCT
ajiri-6224	38	6	in	in	ADP
ajiri-6224	38	7	most	most	ADJ
ajiri-6224	38	8	instances	instance	NOUN
ajiri-6224	38	9	,	,	PUNCT
ajiri-6224	38	10	has	have	AUX
ajiri-6224	38	11	been	be	AUX
ajiri-6224	38	12	how	how	SCONJ
ajiri-6224	38	13	to	to	PART
ajiri-6224	38	14	differentiate	differentiate	VERB
ajiri-6224	38	15	between	between	ADP
ajiri-6224	38	16	benign	benign	ADJ
ajiri-6224	38	17	anomalies	anomaly	NOUN
ajiri-6224	38	18	and	and	CCONJ
ajiri-6224	38	19	those	those	DET
ajiri-6224	38	20	patterns	pattern	NOUN
ajiri-6224	38	21	that	that	PRON
ajiri-6224	38	22	are	be	AUX
ajiri-6224	38	23	likely	likely	ADJ
ajiri-6224	38	24	to	to	PART
ajiri-6224	38	25	indicate	indicate	VERB
ajiri-6224	38	26	intent	intent	NOUN
ajiri-6224	38	27	to	to	PART
ajiri-6224	38	28	breach	breach	VERB
ajiri-6224	38	29	systems	system	NOUN
ajiri-6224	38	30	.	.	PUNCT
ajiri-6224	39	1	human	human	ADJ
ajiri-6224	39	2	behaviors	behavior	NOUN
ajiri-6224	39	3	is	be	AUX
ajiri-6224	39	4	complex	complex	ADJ
ajiri-6224	39	5	,	,	PUNCT
ajiri-6224	39	6	and	and	CCONJ
ajiri-6224	39	7	the	the	DET
ajiri-6224	39	8	number	number	NOUN
ajiri-6224	39	9	of	of	ADP
ajiri-6224	39	10	digital	digital	ADJ
ajiri-6224	39	11	records	record	NOUN
ajiri-6224	39	12	is	be	AUX
ajiri-6224	39	13	increasing	increase	VERB
ajiri-6224	39	14	every	every	DET
ajiri-6224	39	15	day	day	NOUN
ajiri-6224	39	16	,	,	PUNCT
ajiri-6224	39	17	which	which	PRON
ajiri-6224	39	18	has	have	AUX
ajiri-6224	39	19	led	lead	VERB
ajiri-6224	39	20	to	to	ADP
ajiri-6224	39	21	the	the	DET
ajiri-6224	39	22	development	development	NOUN
ajiri-6224	39	23	of	of	ADP
ajiri-6224	39	24	insider	insider	NOUN
ajiri-6224	39	25	threat	threat	NOUN
ajiri-6224	39	26	detection	detection	NOUN
ajiri-6224	39	27	as	as	ADP
ajiri-6224	39	28	a	a	DET
ajiri-6224	39	29	specialty	specialty	NOUN
ajiri-6224	39	30	area	area	NOUN
ajiri-6224	39	31	of	of	ADP
ajiri-6224	39	32	cybersecurity	cybersecurity	NOUN
ajiri-6224	39	33	research	research	NOUN
ajiri-6224	39	34	.	.	PUNCT
ajiri-6224	40	1	predictive	predictive	ADJ
ajiri-6224	40	2	analytics	analytic	NOUN
ajiri-6224	40	3	in	in	ADP
ajiri-6224	40	4	cybersecurity	cybersecurity	NOUN
ajiri-6224	40	5	predictive	predictive	ADJ
ajiri-6224	40	6	analytics	analytic	NOUN
ajiri-6224	40	7	entails	entail	VERB
ajiri-6224	40	8	past	past	ADJ
ajiri-6224	40	9	and	and	CCONJ
ajiri-6224	40	10	immediate	immediate	ADJ
ajiri-6224	40	11	statistical	statistical	ADJ
ajiri-6224	40	12	forecasting	forecasting	NOUN
ajiri-6224	40	13	,	,	PUNCT
ajiri-6224	40	14	anomaly	anomaly	NOUN
ajiri-6224	40	15	detection	detection	NOUN
ajiri-6224	40	16	and	and	CCONJ
ajiri-6224	40	17	machine	machine	NOUN
ajiri-6224	40	18	learning	learning	NOUN
ajiri-6224	40	19	algorithms	algorithm	NOUN
ajiri-6224	40	20	,	,	PUNCT
ajiri-6224	40	21	which	which	PRON
ajiri-6224	40	22	are	be	AUX
ajiri-6224	40	23	event	event	NOUN
ajiri-6224	40	24	oriented	orient	VERB
ajiri-6224	40	25	.	.	PUNCT
ajiri-6224	41	1	predictive	predictive	ADJ
ajiri-6224	41	2	analytics	analytic	NOUN
ajiri-6224	41	3	have	have	AUX
ajiri-6224	41	4	had	have	AUX
ajiri-6224	41	5	increasing	increase	VERB
ajiri-6224	41	6	uses	use	NOUN
ajiri-6224	41	7	in	in	ADP
ajiri-6224	41	8	intrusion	intrusion	NOUN
ajiri-6224	41	9	detection	detection	NOUN
ajiri-6224	41	10	,	,	PUNCT
ajiri-6224	41	11	malware	malware	NOUN
ajiri-6224	41	12	detection	detection	NOUN
ajiri-6224	41	13	,	,	PUNCT
ajiri-6224	41	14	and	and	CCONJ
ajiri-6224	41	15	fraud	fraud	NOUN
ajiri-6224	41	16	detection	detection	NOUN
ajiri-6224	41	17	in	in	ADP
ajiri-6224	41	18	cybersecurity	cybersecurity	NOUN
ajiri-6224	41	19	.	.	PUNCT
ajiri-6224	42	1	the	the	DET
ajiri-6224	42	2	transition	transition	NOUN
ajiri-6224	42	3	to	to	ADP
ajiri-6224	42	4	insider	insider	NOUN
ajiri-6224	42	5	threat	threat	NOUN
ajiri-6224	42	6	prediction	prediction	NOUN
ajiri-6224	42	7	has	have	VERB
ajiri-6224	42	8	its	its	PRON
ajiri-6224	42	9	share	share	NOUN
ajiri-6224	42	10	of	of	ADP
ajiri-6224	42	11	special	special	ADJ
ajiri-6224	42	12	problems	problem	NOUN
ajiri-6224	42	13	as	as	SCONJ
ajiri-6224	42	14	the	the	DET
ajiri-6224	42	15	insiders	insider	NOUN
ajiri-6224	42	16	are	be	AUX
ajiri-6224	42	17	more	more	ADV
ajiri-6224	42	18	likely	likely	ADJ
ajiri-6224	42	19	to	to	PART
ajiri-6224	42	20	operate	operate	VERB
ajiri-6224	42	21	within	within	ADP
ajiri-6224	42	22	the	the	DET
ajiri-6224	42	23	bounds	bound	NOUN
ajiri-6224	42	24	of	of	ADP
ajiri-6224	42	25	normal	normal	ADJ
ajiri-6224	42	26	activity	activity	NOUN
ajiri-6224	42	27	and	and	CCONJ
ajiri-6224	42	28	therefore	therefore	ADV
ajiri-6224	42	29	the	the	DET
ajiri-6224	42	30	anomalies	anomaly	NOUN
ajiri-6224	42	31	are	be	AUX
ajiri-6224	42	32	not	not	PART
ajiri-6224	42	33	as	as	ADV
ajiri-6224	42	34	evident	evident	ADJ
ajiri-6224	42	35	.	.	PUNCT
ajiri-6224	43	1	supervised	supervised	ADJ
ajiri-6224	43	2	and	and	CCONJ
ajiri-6224	43	3	unsupervised	unsupervised	ADJ
ajiri-6224	43	4	learning	learning	NOUN
ajiri-6224	43	5	models	model	NOUN
ajiri-6224	43	6	are	be	AUX
ajiri-6224	43	7	more	more	ADV
ajiri-6224	43	8	advanced	advanced	ADJ
ajiri-6224	43	9	models	model	NOUN
ajiri-6224	43	10	that	that	PRON
ajiri-6224	43	11	are	be	AUX
ajiri-6224	43	12	frequently	frequently	ADV
ajiri-6224	43	13	employed	employ	VERB
ajiri-6224	43	14	with	with	ADP
ajiri-6224	43	15	an	an	DET
ajiri-6224	43	16	aim	aim	NOUN
ajiri-6224	43	17	to	to	PART
ajiri-6224	43	18	expand	expand	VERB
ajiri-6224	43	19	the	the	DET
ajiri-6224	43	20	predictive	predictive	ADJ
ajiri-6224	43	21	potential	potential	NOUN
ajiri-6224	43	22	.	.	PUNCT
ajiri-6224	44	1	neural	neural	ADJ
ajiri-6224	44	2	networks	network	NOUN
ajiri-6224	44	3	and	and	CCONJ
ajiri-6224	44	4	ensemble	ensemble	ADJ
ajiri-6224	44	5	models	model	NOUN
ajiri-6224	44	6	are	be	AUX
ajiri-6224	44	7	also	also	ADV
ajiri-6224	44	8	more	more	ADV
ajiri-6224	44	9	advanced	advanced	ADJ
ajiri-6224	44	10	models	model	NOUN
ajiri-6224	44	11	that	that	PRON
ajiri-6224	44	12	are	be	AUX
ajiri-6224	44	13	frequently	frequently	ADV
ajiri-6224	44	14	employed	employ	VERB
ajiri-6224	44	15	with	with	ADP
ajiri-6224	44	16	the	the	DET
ajiri-6224	44	17	view	view	NOUN
ajiri-6224	44	18	of	of	ADP
ajiri-6224	44	19	expanding	expand	VERB
ajiri-6224	44	20	the	the	DET
ajiri-6224	44	21	predictive	predictive	ADJ
ajiri-6224	44	22	potential	potential	NOUN
ajiri-6224	44	23	.	.	PUNCT
ajiri-6224	45	1	it	it	PRON
ajiri-6224	45	2	has	have	AUX
ajiri-6224	45	3	been	be	AUX
ajiri-6224	45	4	stated	state	VERB
ajiri-6224	45	5	that	that	SCONJ
ajiri-6224	45	6	combining	combine	VERB
ajiri-6224	45	7	it	it	PRON
ajiri-6224	45	8	with	with	ADP
ajiri-6224	45	9	multimodal	multimodal	ADJ
ajiri-6224	45	10	data	datum	NOUN
ajiri-6224	45	11	is	be	AUX
ajiri-6224	45	12	one	one	NUM
ajiri-6224	45	13	of	of	ADP
ajiri-6224	45	14	the	the	DET
ajiri-6224	45	15	clues	clue	NOUN
ajiri-6224	45	16	that	that	PRON
ajiri-6224	45	17	can	can	AUX
ajiri-6224	45	18	decrease	decrease	VERB
ajiri-6224	45	19	the	the	DET
ajiri-6224	45	20	threat	threat	NOUN
ajiri-6224	45	21	of	of	ADP
ajiri-6224	45	22	false	false	ADJ
ajiri-6224	45	23	positives	positive	NOUN
ajiri-6224	45	24	and	and	CCONJ
ajiri-6224	45	25	increase	increase	VERB
ajiri-6224	45	26	detection	detection	NOUN
ajiri-6224	45	27	accuracy	accuracy	NOUN
ajiri-6224	45	28	.	.	PUNCT
ajiri-6224	46	1	the	the	DET
ajiri-6224	46	2	role	role	NOUN
ajiri-6224	46	3	of	of	ADP
ajiri-6224	46	4	multimodal	multimodal	ADJ
ajiri-6224	46	5	data	datum	NOUN
ajiri-6224	46	6	multimodal	multimodal	NOUN
ajiri-6224	46	7	data	datum	NOUN
ajiri-6224	46	8	also	also	ADV
ajiri-6224	46	9	permits	permit	VERB
ajiri-6224	46	10	us	we	PRON
ajiri-6224	46	11	to	to	PART
ajiri-6224	46	12	visualize	visualize	VERB
ajiri-6224	46	13	the	the	DET
ajiri-6224	46	14	insider	insider	NOUN
ajiri-6224	46	15	activities	activity	NOUN
ajiri-6224	46	16	in	in	ADP
ajiri-6224	46	17	a	a	DET
ajiri-6224	46	18	multidimensional	multidimensional	ADJ
ajiri-6224	46	19	perspective	perspective	NOUN
ajiri-6224	46	20	owing	owe	VERB
ajiri-6224	46	21	to	to	ADP
ajiri-6224	46	22	the	the	DET
ajiri-6224	46	23	synthesis	synthesis	NOUN
ajiri-6224	46	24	of	of	ADP
ajiri-6224	46	25	the	the	DET
ajiri-6224	46	26	various	various	ADJ
ajiri-6224	46	27	yet	yet	ADV
ajiri-6224	46	28	complementary	complementary	ADJ
ajiri-6224	46	29	data	data	NOUN
ajiri-6224	46	30	sets	set	NOUN
ajiri-6224	46	31	.	.	PUNCT
ajiri-6224	47	1	the	the	DET
ajiri-6224	47	2	technical	technical	ADJ
ajiri-6224	47	3	transactions	transaction	NOUN
ajiri-6224	47	4	involving	involve	VERB
ajiri-6224	47	5	information	information	NOUN
ajiri-6224	47	6	systems	system	NOUN
ajiri-6224	47	7	are	be	AUX
ajiri-6224	47	8	also	also	ADV
ajiri-6224	47	9	documented	document	VERB
ajiri-6224	47	10	in	in	ADP
ajiri-6224	47	11	system	system	NOUN
ajiri-6224	47	12	logs	log	NOUN
ajiri-6224	47	13	,	,	PUNCT
ajiri-6224	47	14	user	user	NOUN
ajiri-6224	47	15	behaviors	behavior	NOUN
ajiri-6224	47	16	are	be	AUX
ajiri-6224	47	17	traced	trace	VERB
ajiri-6224	47	18	in	in	ADP
ajiri-6224	47	19	logs	log	NOUN
ajiri-6224	47	20	of	of	ADP
ajiri-6224	47	21	deviations	deviation	NOUN
ajiri-6224	47	22	in	in	ADP
ajiri-6224	47	23	user	user	NOUN
ajiri-6224	47	24	behaviors	behavior	NOUN
ajiri-6224	47	25	,	,	PUNCT
ajiri-6224	47	26	and	and	CCONJ
ajiri-6224	47	27	system	system	NOUN
ajiri-6224	47	28	access	access	NOUN
ajiri-6224	47	29	logs	log	NOUN
ajiri-6224	47	30	provide	provide	VERB
ajiri-6224	47	31	evidence	evidence	NOUN
ajiri-6224	47	32	of	of	ADP
ajiri-6224	47	33	the	the	DET
ajiri-6224	47	34	trends	trend	NOUN
ajiri-6224	47	35	of	of	ADP
ajiri-6224	47	36	access	access	NOUN
ajiri-6224	47	37	to	to	PART
ajiri-6224	47	38	secure	secure	VERB
ajiri-6224	47	39	environments	environment	NOUN
ajiri-6224	47	40	.	.	PUNCT
ajiri-6224	48	1	the	the	DET
ajiri-6224	48	2	modalities	modality	NOUN
ajiri-6224	48	3	may	may	AUX
ajiri-6224	48	4	be	be	AUX
ajiri-6224	48	5	individually	individually	ADV
ajiri-6224	48	6	constrained	constrain	VERB
ajiri-6224	48	7	,	,	PUNCT
ajiri-6224	48	8	e.g.	e.g.	ADV
ajiri-6224	48	9	a	a	DET
ajiri-6224	48	10	suspect	suspect	NOUN
ajiri-6224	48	11	to	to	PART
ajiri-6224	48	12	be	be	AUX
ajiri-6224	48	13	identified	identify	VERB
ajiri-6224	48	14	by	by	ADP
ajiri-6224	48	15	log	log	NOUN
ajiri-6224	48	16	analysis	analysis	NOUN
ajiri-6224	48	17	,	,	PUNCT
ajiri-6224	48	18	but	but	CCONJ
ajiri-6224	48	19	not	not	PART
ajiri-6224	48	20	by	by	ADP
ajiri-6224	48	21	behavioral	behavioral	ADJ
ajiri-6224	48	22	analysis	analysis	NOUN
ajiri-6224	48	23	,	,	PUNCT
ajiri-6224	48	24	whereas	whereas	SCONJ
ajiri-6224	48	25	a	a	DET
ajiri-6224	48	26	suspect	suspect	NOUN
ajiri-6224	48	27	to	to	PART
ajiri-6224	48	28	be	be	AUX
ajiri-6224	48	29	identified	identify	VERB
ajiri-6224	48	30	by	by	ADP
ajiri-6224	48	31	behavioral	behavioral	ADJ
ajiri-6224	48	32	analysis	analysis	NOUN
ajiri-6224	48	33	,	,	PUNCT
ajiri-6224	48	34	but	but	CCONJ
ajiri-6224	48	35	not	not	PART
ajiri-6224	48	36	by	by	ADP
ajiri-6224	48	37	technical	technical	ADJ
ajiri-6224	48	38	activity	activity	NOUN
ajiri-6224	48	39	related	relate	VERB
ajiri-6224	48	40	to	to	ADP
ajiri-6224	48	41	it	it	PRON
ajiri-6224	48	42	.	.	PUNCT
ajiri-6224	49	1	with	with	ADP
ajiri-6224	49	2	such	such	DET
ajiri-6224	49	3	a	a	DET
ajiri-6224	49	4	combination	combination	NOUN
ajiri-6224	49	5	of	of	ADP
ajiri-6224	49	6	datasets	dataset	NOUN
ajiri-6224	49	7	,	,	PUNCT
ajiri-6224	49	8	you	you	PRON
ajiri-6224	49	9	now	now	ADV
ajiri-6224	49	10	have	have	VERB
ajiri-6224	49	11	a	a	DET
ajiri-6224	49	12	comprehensive	comprehensive	ADJ
ajiri-6224	49	13	picture	picture	NOUN
ajiri-6224	49	14	of	of	ADP
ajiri-6224	49	15	insider	insider	NOUN
ajiri-6224	49	16	behavior	behavior	NOUN
ajiri-6224	49	17	,	,	PUNCT
ajiri-6224	49	18	and	and	CCONJ
ajiri-6224	49	19	such	such	ADJ
ajiri-6224	49	20	predictive	predictive	ADJ
ajiri-6224	49	21	models	model	NOUN
ajiri-6224	49	22	can	can	AUX
ajiri-6224	49	23	find	find	VERB
ajiri-6224	49	24	and	and	CCONJ
ajiri-6224	49	25	recognize	recognize	VERB
ajiri-6224	49	26	subtle	subtle	ADJ
ajiri-6224	49	27	and	and	CCONJ
ajiri-6224	49	28	cross	cross	ADJ
ajiri-6224	49	29	-	-	ADJ
ajiri-6224	49	30	domain	domain	ADJ
ajiri-6224	49	31	relationships	relationship	NOUN
ajiri-6224	49	32	that	that	PRON
ajiri-6224	49	33	would	would	AUX
ajiri-6224	49	34	otherwise	otherwise	ADV
ajiri-6224	49	35	be	be	AUX
ajiri-6224	49	36	overlooked	overlook	VERB
ajiri-6224	49	37	.	.	PUNCT
ajiri-6224	50	1	table	table	NOUN
ajiri-6224	50	2	1	1	NUM
ajiri-6224	50	3	:	:	PUNCT
ajiri-6224	50	4	comparative	comparative	ADJ
ajiri-6224	50	5	characteristics	characteristic	NOUN
ajiri-6224	50	6	of	of	ADP
ajiri-6224	50	7	multimodal	multimodal	NOUN
ajiri-6224	50	8	data	datum	NOUN
ajiri-6224	50	9	sources	source	NOUN
ajiri-6224	50	10	data	datum	NOUN
ajiri-6224	50	11	source	source	NOUN
ajiri-6224	50	12	typical	typical	ADJ
ajiri-6224	50	13	indicators	indicator	NOUN
ajiri-6224	50	14	limitations	limitation	NOUN
ajiri-6224	50	15	when	when	SCONJ
ajiri-6224	50	16	isolated	isolated	ADJ
ajiri-6224	50	17	contribution	contribution	NOUN
ajiri-6224	50	18	to	to	ADP
ajiri-6224	50	19	multimodal	multimodal	NOUN
ajiri-6224	50	20	framework	framework	NOUN
ajiri-6224	50	21	system	system	NOUN
ajiri-6224	50	22	logs	log	VERB
ajiri-6224	50	23	login	login	NOUN
ajiri-6224	50	24	times	time	NOUN
ajiri-6224	50	25	,	,	PUNCT
ajiri-6224	50	26	file	file	NOUN
ajiri-6224	50	27	access	access	NOUN
ajiri-6224	50	28	,	,	PUNCT
ajiri-6224	50	29	network	network	NOUN
ajiri-6224	50	30	queries	query	NOUN
ajiri-6224	50	31	may	may	AUX
ajiri-6224	50	32	not	not	PART
ajiri-6224	50	33	reveal	reveal	VERB
ajiri-6224	50	34	motive	motive	NOUN
ajiri-6224	50	35	or	or	CCONJ
ajiri-6224	50	36	context	context	VERB
ajiri-6224	50	37	technical	technical	ADJ
ajiri-6224	50	38	trace	trace	NOUN
ajiri-6224	50	39	of	of	ADP
ajiri-6224	50	40	system	system	NOUN
ajiri-6224	50	41	-	-	PUNCT
ajiri-6224	50	42	level	level	NOUN
ajiri-6224	50	43	activity	activity	NOUN
ajiri-6224	50	44	behavioural	behavioural	ADJ
ajiri-6224	50	45	data	datum	NOUN
ajiri-6224	50	46	communication	communication	NOUN
ajiri-6224	50	47	style	style	NOUN
ajiri-6224	50	48	,	,	PUNCT
ajiri-6224	50	49	work	work	NOUN
ajiri-6224	50	50	patterns	pattern	NOUN
ajiri-6224	50	51	,	,	PUNCT
ajiri-6224	50	52	stress	stress	NOUN
ajiri-6224	50	53	risk	risk	NOUN
ajiri-6224	50	54	of	of	ADP
ajiri-6224	50	55	misinterpretation	misinterpretation	NOUN
ajiri-6224	50	56	or	or	CCONJ
ajiri-6224	50	57	bias	bias	NOUN
ajiri-6224	50	58	adds	add	VERB
ajiri-6224	50	59	human	human	ADJ
ajiri-6224	50	60	-	-	PUNCT
ajiri-6224	50	61	centric	centric	ADJ
ajiri-6224	50	62	context	context	NOUN
ajiri-6224	50	63	to	to	ADP
ajiri-6224	50	64	anomalies	anomaly	NOUN
ajiri-6224	50	65	physical	physical	ADJ
ajiri-6224	50	66	security	security	NOUN
ajiri-6224	50	67	entry	entry	NOUN
ajiri-6224	50	68	/	/	SYM
ajiri-6224	50	69	exit	exit	NOUN
ajiri-6224	50	70	records	record	NOUN
ajiri-6224	50	71	,	,	PUNCT
ajiri-6224	50	72	badge	badge	NOUN
ajiri-6224	50	73	scans	scan	NOUN
ajiri-6224	50	74	,	,	PUNCT
ajiri-6224	50	75	cctv	cctv	PROPN
ajiri-6224	50	76	logs	log	VERB
ajiri-6224	50	77	limited	limit	VERB
ajiri-6224	50	78	when	when	SCONJ
ajiri-6224	50	79	not	not	PART
ajiri-6224	50	80	linked	link	VERB
ajiri-6224	50	81	with	with	ADP
ajiri-6224	50	82	digital	digital	ADJ
ajiri-6224	50	83	traces	trace	NOUN
ajiri-6224	50	84	verifies	verifie	NOUN
ajiri-6224	50	85	location	location	NOUN
ajiri-6224	50	86	-	-	PUNCT
ajiri-6224	50	87	based	base	VERB
ajiri-6224	50	88	activity	activity	NOUN
ajiri-6224	50	89	patterns	pattern	NOUN
ajiri-6224	50	90	this	this	DET
ajiri-6224	50	91	comparative	comparative	ADJ
ajiri-6224	50	92	perspective	perspective	NOUN
ajiri-6224	50	93	proves	prove	VERB
ajiri-6224	50	94	the	the	DET
ajiri-6224	50	95	need	need	NOUN
ajiri-6224	50	96	to	to	PART
ajiri-6224	50	97	have	have	AUX
ajiri-6224	50	98	integrated	integrate	VERB
ajiri-6224	50	99	structures	structure	NOUN
ajiri-6224	50	100	since	since	SCONJ
ajiri-6224	50	101	both	both	DET
ajiri-6224	50	102	types	type	NOUN
ajiri-6224	50	103	of	of	ADP
ajiri-6224	50	104	data	datum	NOUN
ajiri-6224	50	105	solve	solve	VERB
ajiri-6224	50	106	the	the	DET
ajiri-6224	50	107	weaknesses	weakness	NOUN
ajiri-6224	50	108	in	in	ADP
ajiri-6224	50	109	the	the	DET
ajiri-6224	50	110	other	other	ADJ
ajiri-6224	50	111	.	.	PUNCT
ajiri-6224	51	1	data	datum	NOUN
ajiri-6224	51	2	fusion	fusion	NOUN
ajiri-6224	51	3	approaches	approach	VERB
ajiri-6224	51	4	the	the	DET
ajiri-6224	51	5	data	data	NOUN
ajiri-6224	51	6	integration	integration	NOUN
ajiri-6224	51	7	of	of	ADP
ajiri-6224	51	8	multimodal	multimodal	NOUN
ajiri-6224	51	9	data	datum	NOUN
ajiri-6224	51	10	is	be	AUX
ajiri-6224	51	11	based	base	VERB
ajiri-6224	51	12	on	on	ADP
ajiri-6224	51	13	the	the	DET
ajiri-6224	51	14	techniques	technique	NOUN
ajiri-6224	51	15	of	of	ADP
ajiri-6224	51	16	data	datum	NOUN
ajiri-6224	51	17	fusion	fusion	NOUN
ajiri-6224	51	18	which	which	PRON
ajiri-6224	51	19	binds	bind	VERB
ajiri-6224	51	20	the	the	DET
ajiri-6224	51	21	heterogeneity	heterogeneity	NOUN
ajiri-6224	51	22	of	of	ADP
ajiri-6224	51	23	the	the	DET
ajiri-6224	51	24	data	datum	NOUN
ajiri-6224	51	25	in	in	ADP
ajiri-6224	51	26	terms	term	NOUN
ajiri-6224	51	27	of	of	ADP
ajiri-6224	51	28	format	format	NOUN
ajiri-6224	51	29	,	,	PUNCT
ajiri-6224	51	30	scale	scale	NOUN
ajiri-6224	51	31	,	,	PUNCT
ajiri-6224	51	32	and	and	CCONJ
ajiri-6224	51	33	semantics	semantic	NOUN
ajiri-6224	51	34	.	.	PUNCT
ajiri-6224	52	1	it	it	PRON
ajiri-6224	52	2	is	be	AUX
ajiri-6224	52	3	generally	generally	ADV
ajiri-6224	52	4	accepted	accept	VERB
ajiri-6224	52	5	that	that	SCONJ
ajiri-6224	52	6	there	there	PRON
ajiri-6224	52	7	are	be	VERB
ajiri-6224	52	8	three	three	NUM
ajiri-6224	52	9	broad	broad	ADJ
ajiri-6224	52	10	categories	category	NOUN
ajiri-6224	52	11	of	of	ADP
ajiri-6224	52	12	fusion	fusion	NOUN
ajiri-6224	52	13	,	,	PUNCT
ajiri-6224	52	14	i.e.	i.e.	ADV
ajiri-6224	52	15	:	:	PUNCT
ajiri-6224	52	16	feature	feature	NOUN
ajiri-6224	52	17	-	-	PUNCT
ajiri-6224	52	18	level	level	NOUN
ajiri-6224	52	19	fusion	fusion	NOUN
ajiri-6224	52	20	,	,	PUNCT
ajiri-6224	52	21	in	in	ADP
ajiri-6224	52	22	which	which	PRON
ajiri-6224	52	23	raw	raw	ADJ
ajiri-6224	52	24	data	data	NOUN
ajiri-6224	52	25	features	feature	NOUN
ajiri-6224	52	26	are	be	AUX
ajiri-6224	52	27	fused	fuse	VERB
ajiri-6224	52	28	prior	prior	ADV
ajiri-6224	52	29	to	to	ADP
ajiri-6224	52	30	processing	processing	NOUN
ajiri-6224	52	31	,	,	PUNCT
ajiri-6224	52	32	decision	decision	NOUN
ajiri-6224	52	33	-	-	PUNCT
ajiri-6224	52	34	level	level	NOUN
ajiri-6224	52	35	fusion	fusion	NOUN
ajiri-6224	52	36	,	,	PUNCT
ajiri-6224	52	37	in	in	ADP
ajiri-6224	52	38	which	which	PRON
ajiri-6224	52	39	the	the	DET
ajiri-6224	52	40	results	result	NOUN
ajiri-6224	52	41	of	of	ADP
ajiri-6224	52	42	separable	separable	ADJ
ajiri-6224	52	43	models	model	NOUN
ajiri-6224	52	44	are	be	AUX
ajiri-6224	52	45	produced	produce	VERB
ajiri-6224	52	46	individually	individually	ADV
ajiri-6224	52	47	and	and	CCONJ
ajiri-6224	52	48	then	then	ADV
ajiri-6224	52	49	combined	combine	VERB
ajiri-6224	52	50	,	,	PUNCT
ajiri-6224	52	51	and	and	CCONJ
ajiri-6224	52	52	hybrid	hybrid	ADJ
ajiri-6224	52	53	fusion	fusion	NOUN
ajiri-6224	52	54	,	,	PUNCT
ajiri-6224	52	55	in	in	ADP
ajiri-6224	52	56	which	which	PRON
ajiri-6224	52	57	both	both	PRON
ajiri-6224	52	58	are	be	AUX
ajiri-6224	52	59	combined	combine	VERB
ajiri-6224	52	60	.	.	PUNCT
ajiri-6224	53	1	the	the	DET
ajiri-6224	53	2	feature	feature	NOUN
ajiri-6224	53	3	-	-	PUNCT
ajiri-6224	53	4	level	level	NOUN
ajiri-6224	53	5	fusion	fusion	NOUN
ajiri-6224	53	6	is	be	AUX
ajiri-6224	53	7	a	a	DET
ajiri-6224	53	8	detailed	detailed	ADJ
ajiri-6224	53	9	,	,	PUNCT
ajiri-6224	53	10	but	but	CCONJ
ajiri-6224	53	11	expensive	expensive	ADJ
ajiri-6224	53	12	computationally	computationally	ADV
ajiri-6224	53	13	,	,	PUNCT
ajiri-6224	53	14	algorithm	algorithm	NOUN
ajiri-6224	53	15	and	and	CCONJ
ajiri-6224	53	16	the	the	DET
ajiri-6224	53	17	decision	decision	NOUN
ajiri-6224	53	18	-	-	PUNCT
ajiri-6224	53	19	level	level	NOUN
ajiri-6224	53	20	fusion	fusion	NOUN
ajiri-6224	53	21	is	be	AUX
ajiri-6224	53	22	scale	scale	NOUN
ajiri-6224	53	23	able	able	ADJ
ajiri-6224	53	24	and	and	CCONJ
ajiri-6224	53	25	may	may	AUX
ajiri-6224	53	26	lose	lose	VERB
ajiri-6224	53	27	detail	detail	NOUN
ajiri-6224	53	28	.	.	PUNCT
ajiri-6224	54	1	compromise	compromise	NOUN
ajiri-6224	54	2	between	between	ADP
ajiri-6224	54	3	accuracy	accuracy	NOUN
ajiri-6224	54	4	and	and	CCONJ
ajiri-6224	54	5	effectiveness	effectiveness	NOUN
ajiri-6224	54	6	is	be	AUX
ajiri-6224	54	7	provided	provide	VERB
ajiri-6224	54	8	by	by	ADP
ajiri-6224	54	9	hybrid	hybrid	ADJ
ajiri-6224	54	10	models	model	NOUN
ajiri-6224	54	11	,	,	PUNCT
ajiri-6224	54	12	and	and	CCONJ
ajiri-6224	54	13	it	it	PRON
ajiri-6224	54	14	is	be	AUX
ajiri-6224	54	15	feasible	feasible	ADJ
ajiri-6224	54	16	to	to	PART
ajiri-6224	54	17	have	have	VERB
ajiri-6224	54	18	adaptive	adaptive	ADJ
ajiri-6224	54	19	models	model	NOUN
ajiri-6224	54	20	fit	fit	ADJ
ajiri-6224	54	21	in	in	ADP
ajiri-6224	54	22	large	large	ADJ
ajiri-6224	54	23	-	-	PUNCT
ajiri-6224	54	24	scale	scale	NOUN
ajiri-6224	54	25	enterprise	enterprise	NOUN
ajiri-6224	54	26	settings	setting	NOUN
ajiri-6224	54	27	.	.	PUNCT
ajiri-6224	55	1	pa	pa	PROPN
ajiri-6224	55	2	ge	ge	PROPN
ajiri-6224	55	3	84	84	NUM
ajiri-6224	55	4	https://journals.e-palli.com/home/index.php/ajiri	https://journals.e-palli.com/home/index.php/ajiri	PROPN
ajiri-6224	55	5	am	be	AUX
ajiri-6224	55	6	.	.	PUNCT
ajiri-6224	56	1	j.	j.	PROPN
ajiri-6224	56	2	interdiscip	interdiscip	PROPN
ajiri-6224	56	3	.	.	PUNCT
ajiri-6224	57	1	res	re	NOUN
ajiri-6224	57	2	.	.	PUNCT
ajiri-6224	58	1	innov	innov	PROPN
ajiri-6224	58	2	.	.	PUNCT
ajiri-6224	59	1	4(3	4(3	NUM
ajiri-6224	59	2	)	)	PUNCT
ajiri-6224	59	3	82	82	NUM
ajiri-6224	59	4	-	-	SYM
ajiri-6224	59	5	90	90	NUM
ajiri-6224	59	6	2025	2025	NUM
ajiri-6224	59	7	a	a	DET
ajiri-6224	59	8	schematic	schematic	ADJ
ajiri-6224	59	9	of	of	ADP
ajiri-6224	59	10	three	three	NUM
ajiri-6224	59	11	data	datum	NOUN
ajiri-6224	59	12	streams	stream	NOUN
ajiri-6224	59	13	,	,	PUNCT
ajiri-6224	59	14	system	system	NOUN
ajiri-6224	59	15	logs	log	NOUN
ajiri-6224	59	16	,	,	PUNCT
ajiri-6224	59	17	behavioural	behavioural	ADJ
ajiri-6224	59	18	data	datum	NOUN
ajiri-6224	59	19	,	,	PUNCT
ajiri-6224	59	20	and	and	CCONJ
ajiri-6224	59	21	physical	physical	ADJ
ajiri-6224	59	22	security	security	NOUN
ajiri-6224	59	23	,	,	PUNCT
ajiri-6224	59	24	coming	come	VERB
ajiri-6224	59	25	together	together	ADV
ajiri-6224	59	26	into	into	ADP
ajiri-6224	59	27	a	a	DET
ajiri-6224	59	28	central	central	ADJ
ajiri-6224	59	29	fusion	fusion	NOUN
ajiri-6224	59	30	engine	engine	NOUN
ajiri-6224	59	31	.	.	PUNCT
ajiri-6224	60	1	the	the	DET
ajiri-6224	60	2	fusion	fusion	NOUN
ajiri-6224	60	3	engine	engine	NOUN
ajiri-6224	60	4	is	be	AUX
ajiri-6224	60	5	linked	link	VERB
ajiri-6224	60	6	to	to	ADP
ajiri-6224	60	7	a	a	DET
ajiri-6224	60	8	predictive	predictive	ADJ
ajiri-6224	60	9	analytics	analytic	NOUN
ajiri-6224	60	10	model	model	NOUN
ajiri-6224	60	11	,	,	PUNCT
ajiri-6224	60	12	which	which	PRON
ajiri-6224	60	13	will	will	AUX
ajiri-6224	60	14	provide	provide	VERB
ajiri-6224	60	15	the	the	DET
ajiri-6224	60	16	risk	risk	NOUN
ajiri-6224	60	17	score	score	NOUN
ajiri-6224	60	18	of	of	ADP
ajiri-6224	60	19	insider	insider	NOUN
ajiri-6224	60	20	threat	threat	NOUN
ajiri-6224	60	21	probability	probability	NOUN
ajiri-6224	60	22	.	.	PUNCT
ajiri-6224	61	1	the	the	DET
ajiri-6224	61	2	figure	figure	NOUN
ajiri-6224	61	3	displays	display	VERB
ajiri-6224	61	4	the	the	DET
ajiri-6224	61	5	input	input	NOUN
ajiri-6224	61	6	heterogeneity	heterogeneity	NOUN
ajiri-6224	61	7	coming	come	VERB
ajiri-6224	61	8	together	together	ADV
ajiri-6224	61	9	to	to	PART
ajiri-6224	61	10	form	form	VERB
ajiri-6224	61	11	a	a	DET
ajiri-6224	61	12	single	single	ADJ
ajiri-6224	61	13	model	model	NOUN
ajiri-6224	61	14	.	.	PUNCT
ajiri-6224	61	15	)	)	PUNCT
ajiri-6224	62	1	literature	literature	NOUN
ajiri-6224	62	2	-	-	PUNCT
ajiri-6224	62	3	related	relate	VERB
ajiri-6224	62	4	issues	issue	NOUN
ajiri-6224	62	5	the	the	DET
ajiri-6224	62	6	issue	issue	NOUN
ajiri-6224	62	7	of	of	ADP
ajiri-6224	62	8	managing	manage	VERB
ajiri-6224	62	9	large	large	ADJ
ajiri-6224	62	10	volumes	volume	NOUN
ajiri-6224	62	11	of	of	ADP
ajiri-6224	62	12	multimodal	multimodal	NOUN
ajiri-6224	62	13	data	datum	NOUN
ajiri-6224	62	14	in	in	ADP
ajiri-6224	62	15	real	real	ADJ
ajiri-6224	62	16	time	time	NOUN
ajiri-6224	62	17	is	be	AUX
ajiri-6224	62	18	one	one	NUM
ajiri-6224	62	19	of	of	ADP
ajiri-6224	62	20	the	the	DET
ajiri-6224	62	21	general	general	ADJ
ajiri-6224	62	22	themes	theme	NOUN
ajiri-6224	62	23	that	that	PRON
ajiri-6224	62	24	were	be	AUX
ajiri-6224	62	25	identified	identify	VERB
ajiri-6224	62	26	in	in	ADP
ajiri-6224	62	27	the	the	DET
ajiri-6224	62	28	existing	exist	VERB
ajiri-6224	62	29	literature	literature	NOUN
ajiri-6224	62	30	.	.	PUNCT
ajiri-6224	63	1	on	on	ADP
ajiri-6224	63	2	their	their	PRON
ajiri-6224	63	3	own	own	ADJ
ajiri-6224	63	4	,	,	PUNCT
ajiri-6224	63	5	log	log	NOUN
ajiri-6224	63	6	records	record	NOUN
ajiri-6224	63	7	are	be	AUX
ajiri-6224	63	8	capable	capable	ADJ
ajiri-6224	63	9	of	of	ADP
ajiri-6224	63	10	generating	generate	VERB
ajiri-6224	63	11	terabytes	terabyte	NOUN
ajiri-6224	63	12	of	of	ADP
ajiri-6224	63	13	information	information	NOUN
ajiri-6224	63	14	in	in	ADP
ajiri-6224	63	15	a	a	DET
ajiri-6224	63	16	single	single	ADJ
ajiri-6224	63	17	day	day	NOUN
ajiri-6224	63	18	and	and	CCONJ
ajiri-6224	63	19	behavioral	behavioral	ADJ
ajiri-6224	63	20	monitoring	monitoring	NOUN
ajiri-6224	63	21	can	can	AUX
ajiri-6224	63	22	be	be	AUX
ajiri-6224	63	23	the	the	DET
ajiri-6224	63	24	analysis	analysis	NOUN
ajiri-6224	63	25	of	of	ADP
ajiri-6224	63	26	keystroke	keystroke	NOUN
ajiri-6224	63	27	,	,	PUNCT
ajiri-6224	63	28	email	email	NOUN
ajiri-6224	63	29	,	,	PUNCT
ajiri-6224	63	30	or	or	CCONJ
ajiri-6224	63	31	workflow	workflow	NOUN
ajiri-6224	63	32	measurements	measurement	NOUN
ajiri-6224	63	33	.	.	PUNCT
ajiri-6224	64	1	physical	physical	ADJ
ajiri-6224	64	2	access	access	NOUN
ajiri-6224	64	3	data	datum	NOUN
ajiri-6224	64	4	by	by	ADP
ajiri-6224	64	5	itself	itself	PRON
ajiri-6224	64	6	is	be	AUX
ajiri-6224	64	7	also	also	ADV
ajiri-6224	64	8	an	an	DET
ajiri-6224	64	9	additional	additional	ADJ
ajiri-6224	64	10	source	source	NOUN
ajiri-6224	64	11	of	of	ADP
ajiri-6224	64	12	complexity	complexity	NOUN
ajiri-6224	64	13	when	when	SCONJ
ajiri-6224	64	14	there	there	PRON
ajiri-6224	64	15	are	be	VERB
ajiri-6224	64	16	video	video	NOUN
ajiri-6224	64	17	analytics	analytic	NOUN
ajiri-6224	64	18	.	.	PUNCT
ajiri-6224	65	1	the	the	DET
ajiri-6224	65	2	second	second	ADJ
ajiri-6224	65	3	concern	concern	NOUN
ajiri-6224	65	4	which	which	PRON
ajiri-6224	65	5	has	have	AUX
ajiri-6224	65	6	remained	remain	VERB
ajiri-6224	65	7	is	be	AUX
ajiri-6224	65	8	that	that	PRON
ajiri-6224	65	9	of	of	ADP
ajiri-6224	65	10	predictive	predictive	ADJ
ajiri-6224	65	11	model	model	NOUN
ajiri-6224	65	12	interpretability	interpretability	NOUN
ajiri-6224	65	13	;	;	PUNCT
ajiri-6224	65	14	black	black	ADJ
ajiri-6224	65	15	-	-	PUNCT
ajiri-6224	65	16	box	box	NOUN
ajiri-6224	65	17	models	model	NOUN
ajiri-6224	65	18	are	be	AUX
ajiri-6224	65	19	correct	correct	ADJ
ajiri-6224	65	20	but	but	CCONJ
ajiri-6224	65	21	may	may	AUX
ajiri-6224	65	22	not	not	PART
ajiri-6224	65	23	be	be	AUX
ajiri-6224	65	24	transparent	transparent	ADJ
ajiri-6224	65	25	and	and	CCONJ
ajiri-6224	65	26	this	this	PRON
ajiri-6224	65	27	brings	bring	VERB
ajiri-6224	65	28	about	about	ADP
ajiri-6224	65	29	the	the	DET
ajiri-6224	65	30	issue	issue	NOUN
ajiri-6224	65	31	of	of	ADP
ajiri-6224	65	32	accountability	accountability	NOUN
ajiri-6224	65	33	and	and	CCONJ
ajiri-6224	65	34	fairness	fairness	NOUN
ajiri-6224	65	35	.	.	PUNCT
ajiri-6224	66	1	moreover	moreover	ADV
ajiri-6224	66	2	,	,	PUNCT
ajiri-6224	66	3	the	the	DET
ajiri-6224	66	4	problems	problem	NOUN
ajiri-6224	66	5	of	of	ADP
ajiri-6224	66	6	breach	breach	NOUN
ajiri-6224	66	7	of	of	ADP
ajiri-6224	66	8	privacy	privacy	NOUN
ajiri-6224	66	9	,	,	PUNCT
ajiri-6224	66	10	over	over	ADP
ajiri-6224	66	11	-	-	PUNCT
ajiri-6224	66	12	surveillance	surveillance	NOUN
ajiri-6224	66	13	,	,	PUNCT
ajiri-6224	66	14	and	and	CCONJ
ajiri-6224	66	15	potential	potential	ADJ
ajiri-6224	66	16	misuse	misuse	NOUN
ajiri-6224	66	17	of	of	ADP
ajiri-6224	66	18	predictive	predictive	ADJ
ajiri-6224	66	19	insight	insight	NOUN
ajiri-6224	66	20	are	be	AUX
ajiri-6224	66	21	some	some	PRON
ajiri-6224	66	22	of	of	ADP
ajiri-6224	66	23	the	the	DET
ajiri-6224	66	24	ethical	ethical	ADJ
ajiri-6224	66	25	concerns	concern	NOUN
ajiri-6224	66	26	that	that	PRON
ajiri-6224	66	27	are	be	AUX
ajiri-6224	66	28	center	center	ADJ
ajiri-6224	66	29	stage	stage	NOUN
ajiri-6224	66	30	in	in	ADP
ajiri-6224	66	31	both	both	CCONJ
ajiri-6224	66	32	academic	academic	ADJ
ajiri-6224	66	33	and	and	CCONJ
ajiri-6224	66	34	practical	practical	ADJ
ajiri-6224	66	35	publications	publication	NOUN
ajiri-6224	66	36	.	.	PUNCT
ajiri-6224	67	1	synthesis	synthesis	NOUN
ajiri-6224	67	2	of	of	ADP
ajiri-6224	67	3	reviewed	review	VERB
ajiri-6224	67	4	studies	study	NOUN
ajiri-6224	67	5	the	the	DET
ajiri-6224	67	6	literature	literature	PROPN
ajiri-6224	67	7	review	review	NOUN
ajiri-6224	67	8	emphasizes	emphasize	VERB
ajiri-6224	67	9	the	the	DET
ajiri-6224	67	10	fact	fact	NOUN
ajiri-6224	67	11	that	that	SCONJ
ajiri-6224	67	12	reactive	reactive	ADJ
ajiri-6224	67	13	security	security	NOUN
ajiri-6224	67	14	systems	system	NOUN
ajiri-6224	67	15	are	be	AUX
ajiri-6224	67	16	also	also	ADV
ajiri-6224	67	17	becoming	becoming	AUX
ajiri-6224	67	18	focused	focus	VERB
ajiri-6224	67	19	more	more	ADV
ajiri-6224	67	20	on	on	ADP
ajiri-6224	67	21	more	more	ADV
ajiri-6224	67	22	predictive	predictive	ADJ
ajiri-6224	67	23	and	and	CCONJ
ajiri-6224	67	24	multimodal	multimodal	NOUN
ajiri-6224	67	25	models	model	NOUN
ajiri-6224	67	26	.	.	PUNCT
ajiri-6224	68	1	the	the	DET
ajiri-6224	68	2	first	first	ADJ
ajiri-6224	68	3	ones	one	NOUN
ajiri-6224	68	4	were	be	AUX
ajiri-6224	68	5	skewed	skew	VERB
ajiri-6224	68	6	to	to	ADP
ajiri-6224	68	7	one	one	NUM
ajiri-6224	68	8	type	type	NOUN
ajiri-6224	68	9	of	of	ADP
ajiri-6224	68	10	data	datum	NOUN
ajiri-6224	68	11	,	,	PUNCT
ajiri-6224	68	12	system	system	NOUN
ajiri-6224	68	13	logs	log	NOUN
ajiri-6224	68	14	,	,	PUNCT
ajiri-6224	68	15	and	and	CCONJ
ajiri-6224	68	16	hence	hence	ADV
ajiri-6224	68	17	linked	link	VERB
ajiri-6224	68	18	to	to	ADP
ajiri-6224	68	19	large	large	ADJ
ajiri-6224	68	20	false	false	ADJ
ajiri-6224	68	21	-	-	PUNCT
ajiri-6224	68	22	positive	positive	ADJ
ajiri-6224	68	23	results	result	NOUN
ajiri-6224	68	24	.	.	PUNCT
ajiri-6224	69	1	the	the	DET
ajiri-6224	69	2	more	more	ADV
ajiri-6224	69	3	recent	recent	ADJ
ajiri-6224	69	4	techniques	technique	NOUN
ajiri-6224	69	5	bring	bring	VERB
ajiri-6224	69	6	together	together	ADV
ajiri-6224	69	7	the	the	DET
ajiri-6224	69	8	behavioral	behavioral	ADJ
ajiri-6224	69	9	and	and	CCONJ
ajiri-6224	69	10	physical	physical	ADJ
ajiri-6224	69	11	elements	element	NOUN
ajiri-6224	69	12	to	to	PART
ajiri-6224	69	13	improve	improve	VERB
ajiri-6224	69	14	predictive	predictive	ADJ
ajiri-6224	69	15	success	success	NOUN
ajiri-6224	69	16	.	.	PUNCT
ajiri-6224	70	1	a	a	DET
ajiri-6224	70	2	lot	lot	NOUN
ajiri-6224	70	3	of	of	ADP
ajiri-6224	70	4	the	the	DET
ajiri-6224	70	5	research	research	NOUN
ajiri-6224	70	6	is	be	AUX
ajiri-6224	70	7	however	however	ADV
ajiri-6224	70	8	experimental	experimental	ADJ
ajiri-6224	70	9	with	with	ADP
ajiri-6224	70	10	minimal	minimal	ADJ
ajiri-6224	70	11	application	application	NOUN
ajiri-6224	70	12	of	of	ADP
ajiri-6224	70	13	scale	scale	NOUN
ajiri-6224	70	14	in	in	ADP
ajiri-6224	70	15	actual	actual	ADJ
ajiri-6224	70	16	organizational	organizational	ADJ
ajiri-6224	70	17	context	context	NOUN
ajiri-6224	70	18	.	.	PUNCT
ajiri-6224	71	1	the	the	DET
ajiri-6224	71	2	necessity	necessity	NOUN
ajiri-6224	71	3	to	to	PART
ajiri-6224	71	4	apply	apply	VERB
ajiri-6224	71	5	methodological	methodological	ADJ
ajiri-6224	71	6	structures	structure	NOUN
ajiri-6224	71	7	that	that	PRON
ajiri-6224	71	8	cover	cover	VERB
ajiri-6224	71	9	scalability	scalability	NOUN
ajiri-6224	71	10	,	,	PUNCT
ajiri-6224	71	11	transparency	transparency	NOUN
ajiri-6224	71	12	,	,	PUNCT
ajiri-6224	71	13	and	and	CCONJ
ajiri-6224	71	14	ethical	ethical	ADJ
ajiri-6224	71	15	safeguards	safeguard	NOUN
ajiri-6224	71	16	,	,	PUNCT
ajiri-6224	71	17	and	and	CCONJ
ajiri-6224	71	18	to	to	PART
ajiri-6224	71	19	take	take	VERB
ajiri-6224	71	20	advantage	advantage	NOUN
ajiri-6224	71	21	of	of	ADP
ajiri-6224	71	22	the	the	DET
ajiri-6224	71	23	predictive	predictive	ADJ
ajiri-6224	71	24	capability	capability	NOUN
ajiri-6224	71	25	of	of	ADP
ajiri-6224	71	26	multimodal	multimodal	NOUN
ajiri-6224	71	27	data	datum	NOUN
ajiri-6224	71	28	are	be	AUX
ajiri-6224	71	29	obvious	obvious	ADJ
ajiri-6224	71	30	.	.	PUNCT
ajiri-6224	72	1	figure	figure	NOUN
ajiri-6224	72	2	1	1	NUM
ajiri-6224	72	3	:	:	PUNCT
ajiri-6224	72	4	multimodal	multimodal	ADJ
ajiri-6224	72	5	data	datum	NOUN
ajiri-6224	72	6	fusion	fusion	NOUN
ajiri-6224	72	7	framework	framework	NOUN
ajiri-6224	72	8	conceptual	conceptual	ADJ
ajiri-6224	72	9	diagram	diagram	NOUN
ajiri-6224	72	10	table	table	NOUN
ajiri-6224	72	11	2	2	NUM
ajiri-6224	72	12	:	:	PUNCT
ajiri-6224	72	13	the	the	DET
ajiri-6224	72	14	development	development	NOUN
ajiri-6224	72	15	of	of	ADP
ajiri-6224	72	16	insider	insider	NOUN
ajiri-6224	72	17	threat	threat	NOUN
ajiri-6224	72	18	detection	detection	NOUN
ajiri-6224	72	19	approaches	approach	VERB
ajiri-6224	72	20	creation	creation	NOUN
ajiri-6224	72	21	of	of	ADP
ajiri-6224	72	22	approach	approach	NOUN
ajiri-6224	72	23	dominant	dominant	ADJ
ajiri-6224	72	24	data	data	PROPN
ajiri-6224	72	25	source	source	NOUN
ajiri-6224	72	26	attributes	attribute	VERB
ajiri-6224	72	27	limitations	limitation	NOUN
ajiri-6224	72	28	firstgeneration	firstgeneration	NOUN
ajiri-6224	72	29	system	system	NOUN
ajiri-6224	72	30	logs	log	VERB
ajiri-6224	72	31	rule	rule	NOUN
ajiri-6224	72	32	-	-	PUNCT
ajiri-6224	72	33	based	base	VERB
ajiri-6224	72	34	anomaly	anomaly	NOUN
ajiri-6224	72	35	detection	detection	NOUN
ajiri-6224	72	36	rule	rule	NOUN
ajiri-6224	72	37	-	-	PUNCT
ajiri-6224	72	38	based	base	VERB
ajiri-6224	72	39	alerts	alert	NOUN
ajiri-6224	72	40	are	be	AUX
ajiri-6224	72	41	highly	highly	ADV
ajiri-6224	72	42	false	false	ADJ
ajiri-6224	72	43	positive	positive	ADJ
ajiri-6224	72	44	and	and	CCONJ
ajiri-6224	72	45	context	context	NOUN
ajiri-6224	72	46	-	-	PUNCT
ajiri-6224	72	47	independent	independent	ADJ
ajiri-6224	72	48	.	.	PUNCT
ajiri-6224	73	1	second	second	ADJ
ajiri-6224	73	2	generation	generation	NOUN
ajiri-6224	73	3	behavioural	behavioural	ADJ
ajiri-6224	73	4	data	datum	NOUN
ajiri-6224	73	5	targets	target	VERB
ajiri-6224	73	6	human	human	ADJ
ajiri-6224	73	7	behavioural	behavioural	ADJ
ajiri-6224	73	8	patterns	pattern	NOUN
ajiri-6224	73	9	risk	risk	NOUN
ajiri-6224	73	10	of	of	ADP
ajiri-6224	73	11	bias	bias	NOUN
ajiri-6224	73	12	is	be	AUX
ajiri-6224	73	13	not	not	PART
ajiri-6224	73	14	technically	technically	ADV
ajiri-6224	73	15	valid	valid	ADJ
ajiri-6224	73	16	.	.	PUNCT
ajiri-6224	74	1	third	third	ADJ
ajiri-6224	74	2	generation	generation	NOUN
ajiri-6224	74	3	physical	physical	ADJ
ajiri-6224	74	4	security	security	NOUN
ajiri-6224	74	5	presence	presence	NOUN
ajiri-6224	74	6	and	and	CCONJ
ajiri-6224	74	7	access	access	NOUN
ajiri-6224	74	8	control	control	NOUN
ajiri-6224	74	9	verification	verification	NOUN
ajiri-6224	74	10	is	be	AUX
ajiri-6224	74	11	not	not	PART
ajiri-6224	74	12	digital	digital	ADJ
ajiri-6224	74	13	evidence	evidence	NOUN
ajiri-6224	74	14	.	.	PUNCT
ajiri-6224	75	1	pa	pa	PROPN
ajiri-6224	75	2	ge	ge	PROPN
ajiri-6224	75	3	85	85	NUM
ajiri-6224	75	4	https://journals.e-palli.com/home/index.php/ajiri	https://journals.e-palli.com/home/index.php/ajiri	PROPN
ajiri-6224	75	5	am	be	AUX
ajiri-6224	75	6	.	.	PUNCT
ajiri-6224	76	1	j.	j.	PROPN
ajiri-6224	76	2	interdiscip	interdiscip	PROPN
ajiri-6224	76	3	.	.	PUNCT
ajiri-6224	77	1	res	re	NOUN
ajiri-6224	77	2	.	.	PUNCT
ajiri-6224	78	1	innov	innov	PROPN
ajiri-6224	78	2	.	.	PUNCT
ajiri-6224	79	1	4(3	4(3	NUM
ajiri-6224	79	2	)	)	PUNCT
ajiri-6224	79	3	82	82	NUM
ajiri-6224	79	4	-	-	SYM
ajiri-6224	79	5	90	90	NUM
ajiri-6224	79	6	2025	2025	NUM
ajiri-6224	79	7	this	this	DET
ajiri-6224	79	8	development	development	NOUN
ajiri-6224	79	9	shows	show	VERB
ajiri-6224	79	10	the	the	DET
ajiri-6224	79	11	tendency	tendency	NOUN
ajiri-6224	79	12	to	to	ADP
ajiri-6224	79	13	whole	whole	ADJ
ajiri-6224	79	14	-	-	PUNCT
ajiri-6224	79	15	person	person	NOUN
ajiri-6224	79	16	approaches	approach	NOUN
ajiri-6224	79	17	and	and	CCONJ
ajiri-6224	79	18	multimodal	multimodal	ADJ
ajiri-6224	79	19	predictive	predictive	ADJ
ajiri-6224	79	20	analytics	analytic	NOUN
ajiri-6224	79	21	is	be	AUX
ajiri-6224	79	22	the	the	DET
ajiri-6224	79	23	most	most	ADV
ajiri-6224	79	24	holistic	holistic	ADJ
ajiri-6224	79	25	strategy	strategy	NOUN
ajiri-6224	79	26	that	that	PRON
ajiri-6224	79	27	is	be	AUX
ajiri-6224	79	28	being	be	AUX
ajiri-6224	79	29	developed	develop	VERB
ajiri-6224	79	30	at	at	ADP
ajiri-6224	79	31	present	present	ADJ
ajiri-6224	79	32	.	.	PUNCT
ajiri-6224	80	1	materials	material	NOUN
ajiri-6224	80	2	and	and	CCONJ
ajiri-6224	80	3	methods	method	NOUN
ajiri-6224	80	4	research	research	NOUN
ajiri-6224	80	5	orientation	orientation	NOUN
ajiri-6224	80	6	predictive	predictive	ADJ
ajiri-6224	80	7	analytics	analytic	NOUN
ajiri-6224	80	8	used	use	VERB
ajiri-6224	80	9	to	to	PART
ajiri-6224	80	10	detect	detect	VERB
ajiri-6224	80	11	insider	insider	NOUN
ajiri-6224	80	12	threats	threat	NOUN
ajiri-6224	80	13	is	be	AUX
ajiri-6224	80	14	a	a	DET
ajiri-6224	80	15	methodological	methodological	ADJ
ajiri-6224	80	16	basis	basis	NOUN
ajiri-6224	80	17	that	that	PRON
ajiri-6224	80	18	lies	lie	VERB
ajiri-6224	80	19	in	in	ADP
ajiri-6224	80	20	the	the	DET
ajiri-6224	80	21	combination	combination	NOUN
ajiri-6224	80	22	of	of	ADP
ajiri-6224	80	23	multimodal	multimodal	NOUN
ajiri-6224	80	24	data	datum	NOUN
ajiri-6224	80	25	that	that	PRON
ajiri-6224	80	26	consists	consist	VERB
ajiri-6224	80	27	of	of	ADP
ajiri-6224	80	28	technical	technical	ADJ
ajiri-6224	80	29	,	,	PUNCT
ajiri-6224	80	30	behavioral	behavioral	ADJ
ajiri-6224	80	31	,	,	PUNCT
ajiri-6224	80	32	and	and	CCONJ
ajiri-6224	80	33	physical	physical	ADJ
ajiri-6224	80	34	aspects	aspect	NOUN
ajiri-6224	80	35	of	of	ADP
ajiri-6224	80	36	insider	insider	NOUN
ajiri-6224	80	37	behaviors	behavior	NOUN
ajiri-6224	80	38	.	.	PUNCT
ajiri-6224	81	1	conceptual	conceptual	ADJ
ajiri-6224	81	2	research	research	NOUN
ajiri-6224	81	3	orientation	orientation	NOUN
ajiri-6224	81	4	is	be	AUX
ajiri-6224	81	5	used	use	VERB
ajiri-6224	81	6	in	in	ADP
ajiri-6224	81	7	this	this	DET
ajiri-6224	81	8	study	study	NOUN
ajiri-6224	81	9	to	to	PART
ajiri-6224	81	10	attempt	attempt	VERB
ajiri-6224	81	11	to	to	PART
ajiri-6224	81	12	synthesized	synthesize	VERB
ajiri-6224	81	13	existing	exist	VERB
ajiri-6224	81	14	theoretical	theoretical	ADJ
ajiri-6224	81	15	models	model	NOUN
ajiri-6224	81	16	with	with	ADP
ajiri-6224	81	17	practical	practical	ADJ
ajiri-6224	81	18	implementation	implementation	NOUN
ajiri-6224	81	19	in	in	ADP
ajiri-6224	81	20	machine	machine	NOUN
ajiri-6224	81	21	learning	learning	NOUN
ajiri-6224	81	22	and	and	CCONJ
ajiri-6224	81	23	data	datum	NOUN
ajiri-6224	81	24	fusion	fusion	NOUN
ajiri-6224	81	25	.	.	PUNCT
ajiri-6224	82	1	the	the	DET
ajiri-6224	82	2	methodology	methodology	NOUN
ajiri-6224	82	3	is	be	AUX
ajiri-6224	82	4	not	not	PART
ajiri-6224	82	5	limited	limit	VERB
ajiri-6224	82	6	to	to	ADP
ajiri-6224	82	7	one	one	NUM
ajiri-6224	82	8	methodological	methodological	ADJ
ajiri-6224	82	9	paradigm	paradigm	NOUN
ajiri-6224	82	10	,	,	PUNCT
ajiri-6224	82	11	as	as	SCONJ
ajiri-6224	82	12	it	it	PRON
ajiri-6224	82	13	incorporates	incorporate	VERB
ajiri-6224	82	14	the	the	DET
ajiri-6224	82	15	perspectives	perspective	NOUN
ajiri-6224	82	16	of	of	ADP
ajiri-6224	82	17	computational	computational	ADJ
ajiri-6224	82	18	,	,	PUNCT
ajiri-6224	82	19	behavioral	behavioral	ADJ
ajiri-6224	82	20	,	,	PUNCT
ajiri-6224	82	21	and	and	CCONJ
ajiri-6224	82	22	organizational	organizational	ADJ
ajiri-6224	82	23	in	in	ADP
ajiri-6224	82	24	the	the	DET
ajiri-6224	82	25	creation	creation	NOUN
ajiri-6224	82	26	of	of	ADP
ajiri-6224	82	27	an	an	DET
ajiri-6224	82	28	analytical	analytical	ADJ
ajiri-6224	82	29	framework	framework	NOUN
ajiri-6224	82	30	.	.	PUNCT
ajiri-6224	83	1	the	the	DET
ajiri-6224	83	2	goal	goal	NOUN
ajiri-6224	83	3	is	be	AUX
ajiri-6224	83	4	to	to	PART
ajiri-6224	83	5	develop	develop	VERB
ajiri-6224	83	6	a	a	DET
ajiri-6224	83	7	model	model	NOUN
ajiri-6224	83	8	that	that	PRON
ajiri-6224	83	9	can	can	AUX
ajiri-6224	83	10	capture	capture	VERB
ajiri-6224	83	11	the	the	DET
ajiri-6224	83	12	cross	cross	ADJ
ajiri-6224	83	13	-	-	ADJ
ajiri-6224	83	14	domain	domain	ADJ
ajiri-6224	83	15	correlations	correlation	NOUN
ajiri-6224	83	16	and	and	CCONJ
ajiri-6224	83	17	,	,	PUNCT
ajiri-6224	83	18	at	at	ADP
ajiri-6224	83	19	the	the	DET
ajiri-6224	83	20	same	same	ADJ
ajiri-6224	83	21	time	time	NOUN
ajiri-6224	83	22	,	,	PUNCT
ajiri-6224	83	23	be	be	AUX
ajiri-6224	83	24	flexible	flexible	ADJ
ajiri-6224	83	25	to	to	ADP
ajiri-6224	83	26	the	the	DET
ajiri-6224	83	27	dynamic	dynamic	ADJ
ajiri-6224	83	28	environment	environment	NOUN
ajiri-6224	83	29	of	of	ADP
ajiri-6224	83	30	insider	insider	NOUN
ajiri-6224	83	31	behaviors	behavior	NOUN
ajiri-6224	83	32	.	.	PUNCT
ajiri-6224	84	1	data	datum	NOUN
ajiri-6224	84	2	acquisition	acquisition	NOUN
ajiri-6224	84	3	and	and	CCONJ
ajiri-6224	84	4	pre	pre	ADJ
ajiri-6224	84	5	-	-	ADJ
ajiri-6224	84	6	processing	process	VERB
ajiri-6224	84	7	the	the	DET
ajiri-6224	84	8	first	first	ADJ
ajiri-6224	84	9	stage	stage	NOUN
ajiri-6224	84	10	of	of	ADP
ajiri-6224	84	11	the	the	DET
ajiri-6224	84	12	framework	framework	NOUN
ajiri-6224	84	13	is	be	AUX
ajiri-6224	84	14	the	the	DET
ajiri-6224	84	15	acquisition	acquisition	NOUN
ajiri-6224	84	16	of	of	ADP
ajiri-6224	84	17	the	the	DET
ajiri-6224	84	18	different	different	ADJ
ajiri-6224	84	19	datasets	dataset	NOUN
ajiri-6224	84	20	.	.	PUNCT
ajiri-6224	85	1	the	the	DET
ajiri-6224	85	2	application	application	NOUN
ajiri-6224	85	3	servers	server	NOUN
ajiri-6224	85	4	,	,	PUNCT
ajiri-6224	85	5	network	network	NOUN
ajiri-6224	85	6	devices	device	NOUN
ajiri-6224	85	7	and	and	CCONJ
ajiri-6224	85	8	operating	operating	NOUN
ajiri-6224	85	9	systems	system	NOUN
ajiri-6224	85	10	are	be	AUX
ajiri-6224	85	11	the	the	DET
ajiri-6224	85	12	systems	system	NOUN
ajiri-6224	85	13	that	that	PRON
ajiri-6224	85	14	give	give	VERB
ajiri-6224	85	15	system	system	NOUN
ajiri-6224	85	16	logs	log	NOUN
ajiri-6224	85	17	,	,	PUNCT
ajiri-6224	85	18	which	which	PRON
ajiri-6224	85	19	contain	contain	VERB
ajiri-6224	85	20	the	the	DET
ajiri-6224	85	21	logs	log	NOUN
ajiri-6224	85	22	of	of	ADP
ajiri-6224	85	23	the	the	DET
ajiri-6224	85	24	access	access	NOUN
ajiri-6224	85	25	histories	history	NOUN
ajiri-6224	85	26	,	,	PUNCT
ajiri-6224	85	27	the	the	DET
ajiri-6224	85	28	records	record	NOUN
ajiri-6224	85	29	of	of	ADP
ajiri-6224	85	30	the	the	DET
ajiri-6224	85	31	logins	login	NOUN
ajiri-6224	85	32	and	and	CCONJ
ajiri-6224	85	33	the	the	DET
ajiri-6224	85	34	records	record	NOUN
ajiri-6224	85	35	of	of	ADP
ajiri-6224	85	36	file	file	NOUN
ajiri-6224	85	37	transactions	transaction	NOUN
ajiri-6224	85	38	.	.	PUNCT
ajiri-6224	86	1	the	the	DET
ajiri-6224	86	2	behavioral	behavioral	ADJ
ajiri-6224	86	3	data	datum	NOUN
ajiri-6224	86	4	are	be	AUX
ajiri-6224	86	5	collected	collect	VERB
ajiri-6224	86	6	using	use	VERB
ajiri-6224	86	7	monitoring	monitoring	NOUN
ajiri-6224	86	8	tools	tool	NOUN
ajiri-6224	86	9	that	that	PRON
ajiri-6224	86	10	include	include	VERB
ajiri-6224	86	11	the	the	DET
ajiri-6224	86	12	use	use	NOUN
ajiri-6224	86	13	of	of	ADP
ajiri-6224	86	14	the	the	DET
ajiri-6224	86	15	communication	communication	NOUN
ajiri-6224	86	16	systems	system	NOUN
ajiri-6224	86	17	,	,	PUNCT
ajiri-6224	86	18	workflow	workflow	NOUN
ajiri-6224	86	19	metrics	metric	NOUN
ajiri-6224	86	20	,	,	PUNCT
ajiri-6224	86	21	and	and	CCONJ
ajiri-6224	86	22	anomalies	anomaly	NOUN
ajiri-6224	86	23	in	in	ADP
ajiri-6224	86	24	normal	normal	ADJ
ajiri-6224	86	25	activities	activity	NOUN
ajiri-6224	86	26	by	by	ADP
ajiri-6224	86	27	the	the	DET
ajiri-6224	86	28	users	user	NOUN
ajiri-6224	86	29	.	.	PUNCT
ajiri-6224	87	1	physical	physical	ADJ
ajiri-6224	87	2	security	security	NOUN
ajiri-6224	87	3	data	datum	NOUN
ajiri-6224	87	4	can	can	AUX
ajiri-6224	87	5	be	be	AUX
ajiri-6224	87	6	obtained	obtain	VERB
ajiri-6224	87	7	using	use	VERB
ajiri-6224	87	8	access	access	NOUN
ajiri-6224	87	9	control	control	NOUN
ajiri-6224	87	10	systems	system	NOUN
ajiri-6224	87	11	,	,	PUNCT
ajiri-6224	87	12	badge	badge	VERB
ajiri-6224	87	13	scans	scan	NOUN
ajiri-6224	87	14	and	and	CCONJ
ajiri-6224	87	15	,	,	PUNCT
ajiri-6224	87	16	in	in	ADP
ajiri-6224	87	17	ethically	ethically	ADV
ajiri-6224	87	18	permissible	permissible	ADJ
ajiri-6224	87	19	cases	case	NOUN
ajiri-6224	87	20	,	,	PUNCT
ajiri-6224	87	21	cctv	cctv	NOUN
ajiri-6224	87	22	-	-	PUNCT
ajiri-6224	87	23	based	base	VERB
ajiri-6224	87	24	analytics	analytic	NOUN
ajiri-6224	87	25	.	.	PUNCT
ajiri-6224	88	1	the	the	DET
ajiri-6224	88	2	raw	raw	ADJ
ajiri-6224	88	3	data	datum	NOUN
ajiri-6224	88	4	that	that	PRON
ajiri-6224	88	5	is	be	AUX
ajiri-6224	88	6	obtained	obtain	VERB
ajiri-6224	88	7	via	via	ADP
ajiri-6224	88	8	such	such	ADJ
ajiri-6224	88	9	sources	source	NOUN
ajiri-6224	88	10	require	require	VERB
ajiri-6224	88	11	much	much	ADJ
ajiri-6224	88	12	pre	pre	ADJ
ajiri-6224	88	13	-	-	ADJ
ajiri-6224	88	14	processing	processing	NOUN
ajiri-6224	88	15	before	before	SCONJ
ajiri-6224	88	16	it	it	PRON
ajiri-6224	88	17	is	be	AUX
ajiri-6224	88	18	cleaned	clean	VERB
ajiri-6224	88	19	up	up	ADP
ajiri-6224	88	20	to	to	PART
ajiri-6224	88	21	eliminate	eliminate	VERB
ajiri-6224	88	22	duplication	duplication	NOUN
ajiri-6224	88	23	,	,	PUNCT
ajiri-6224	88	24	inconsistency	inconsistency	NOUN
ajiri-6224	88	25	and	and	CCONJ
ajiri-6224	88	26	normalize	normalize	VERB
ajiri-6224	88	27	attributes	attribute	NOUN
ajiri-6224	88	28	.	.	PUNCT
ajiri-6224	89	1	preprocessing	preprocesse	VERB
ajiri-6224	89	2	includes	include	VERB
ajiri-6224	89	3	data	datum	NOUN
ajiri-6224	89	4	cleaning	clean	VERB
ajiri-6224	89	5	to	to	PART
ajiri-6224	89	6	remove	remove	VERB
ajiri-6224	89	7	corrupted	corrupted	ADJ
ajiri-6224	89	8	data	datum	NOUN
ajiri-6224	89	9	records	record	NOUN
ajiri-6224	89	10	,	,	PUNCT
ajiri-6224	89	11	data	datum	NOUN
ajiri-6224	89	12	is	be	AUX
ajiri-6224	89	13	cleaned	clean	VERB
ajiri-6224	89	14	to	to	PART
ajiri-6224	89	15	normalize	normalize	VERB
ajiri-6224	89	16	forms	form	NOUN
ajiri-6224	89	17	,	,	PUNCT
ajiri-6224	89	18	as	as	ADV
ajiri-6224	89	19	well	well	ADV
ajiri-6224	89	20	as	as	ADP
ajiri-6224	89	21	feature	feature	NOUN
ajiri-6224	89	22	engineering	engineering	NOUN
ajiri-6224	89	23	to	to	PART
ajiri-6224	89	24	derive	derive	VERB
ajiri-6224	89	25	relevant	relevant	ADJ
ajiri-6224	89	26	variables	variable	NOUN
ajiri-6224	89	27	.	.	PUNCT
ajiri-6224	90	1	the	the	DET
ajiri-6224	90	2	average	average	ADJ
ajiri-6224	90	3	time	time	NOUN
ajiri-6224	90	4	it	it	PRON
ajiri-6224	90	5	takes	take	VERB
ajiri-6224	90	6	to	to	PART
ajiri-6224	90	7	log	log	VERB
ajiri-6224	90	8	in	in	ADP
ajiri-6224	90	9	,	,	PUNCT
ajiri-6224	90	10	the	the	DET
ajiri-6224	90	11	frequency	frequency	NOUN
ajiri-6224	90	12	with	with	ADP
ajiri-6224	90	13	which	which	PRON
ajiri-6224	90	14	there	there	PRON
ajiri-6224	90	15	are	be	VERB
ajiri-6224	90	16	accesses	access	NOUN
ajiri-6224	90	17	during	during	ADP
ajiri-6224	90	18	the	the	DET
ajiri-6224	90	19	working	working	NOUN
ajiri-6224	90	20	hours	hour	NOUN
ajiri-6224	90	21	,	,	PUNCT
ajiri-6224	90	22	and	and	CCONJ
ajiri-6224	90	23	the	the	DET
ajiri-6224	90	24	fourth	fourth	ADJ
ajiri-6224	90	25	generation	generation	NOUN
ajiri-6224	90	26	(	(	PUNCT
ajiri-6224	90	27	emerging	emerge	VERB
ajiri-6224	90	28	)	)	PUNCT
ajiri-6224	90	29	multimodal	multimodal	NOUN
ajiri-6224	90	30	integration	integration	NOUN
ajiri-6224	90	31	unified	unify	VERB
ajiri-6224	90	32	predictive	predictive	ADJ
ajiri-6224	90	33	models	model	NOUN
ajiri-6224	90	34	across	across	ADP
ajiri-6224	90	35	domains	domain	NOUN
ajiri-6224	90	36	advanced	advanced	ADJ
ajiri-6224	90	37	fusion	fusion	NOUN
ajiri-6224	90	38	and	and	CCONJ
ajiri-6224	90	39	computation	computation	NOUN
ajiri-6224	90	40	is	be	AUX
ajiri-6224	90	41	required	require	VERB
ajiri-6224	90	42	.	.	PUNCT
ajiri-6224	91	1	figure	figure	NOUN
ajiri-6224	91	2	2	2	NUM
ajiri-6224	91	3	:	:	PUNCT
ajiri-6224	91	4	multimodal	multimodal	NOUN
ajiri-6224	91	5	analytics	analytic	NOUN
ajiri-6224	91	6	data	datum	NOUN
ajiri-6224	91	7	pre	pre	ADJ
ajiri-6224	91	8	-	-	ADJ
ajiri-6224	91	9	processing	processing	ADJ
ajiri-6224	91	10	workflow	workflow	NOUN
ajiri-6224	91	11	physical	physical	ADJ
ajiri-6224	91	12	location	location	NOUN
ajiri-6224	91	13	cross	cross	NOUN
ajiri-6224	91	14	-	-	NOUN
ajiri-6224	91	15	validation	validation	NOUN
ajiri-6224	91	16	with	with	ADP
ajiri-6224	91	17	system	system	NOUN
ajiri-6224	91	18	activity	activity	NOUN
ajiri-6224	91	19	are	be	AUX
ajiri-6224	91	20	some	some	PRON
ajiri-6224	91	21	of	of	ADP
ajiri-6224	91	22	the	the	DET
ajiri-6224	91	23	engineered	engineer	VERB
ajiri-6224	91	24	features	feature	NOUN
ajiri-6224	91	25	.	.	PUNCT
ajiri-6224	92	1	the	the	DET
ajiri-6224	92	2	figure	figure	NOUN
ajiri-6224	92	3	2	2	NUM
ajiri-6224	92	4	illustrates	illustrate	VERB
ajiri-6224	92	5	three	three	NUM
ajiri-6224	92	6	of	of	ADP
ajiri-6224	92	7	the	the	DET
ajiri-6224	92	8	data	datum	NOUN
ajiri-6224	92	9	sources	source	NOUN
ajiri-6224	92	10	,	,	PUNCT
ajiri-6224	92	11	system	system	NOUN
ajiri-6224	92	12	logs	log	NOUN
ajiri-6224	92	13	,	,	PUNCT
ajiri-6224	92	14	behavioural	behavioural	ADJ
ajiri-6224	92	15	metrics	metric	NOUN
ajiri-6224	92	16	,	,	PUNCT
ajiri-6224	92	17	and	and	CCONJ
ajiri-6224	92	18	physical	physical	ADJ
ajiri-6224	92	19	access	access	NOUN
ajiri-6224	92	20	,	,	PUNCT
ajiri-6224	92	21	into	into	ADP
ajiri-6224	92	22	a	a	DET
ajiri-6224	92	23	pre	pre	ADJ
ajiri-6224	92	24	-	-	ADJ
ajiri-6224	92	25	processing	processing	ADJ
ajiri-6224	92	26	layer	layer	NOUN
ajiri-6224	92	27	.	.	PUNCT
ajiri-6224	93	1	this	this	DET
ajiri-6224	93	2	layer	layer	NOUN
ajiri-6224	93	3	comprises	comprise	VERB
ajiri-6224	93	4	cleaning	cleaning	NOUN
ajiri-6224	93	5	,	,	PUNCT
ajiri-6224	93	6	transformation	transformation	NOUN
ajiri-6224	93	7	,	,	PUNCT
ajiri-6224	93	8	and	and	CCONJ
ajiri-6224	93	9	feature	feature	NOUN
ajiri-6224	93	10	engineering	engineering	NOUN
ajiri-6224	93	11	.	.	PUNCT
ajiri-6224	94	1	the	the	DET
ajiri-6224	94	2	outputs	output	NOUN
ajiri-6224	94	3	are	be	AUX
ajiri-6224	94	4	summarized	summarize	VERB
ajiri-6224	94	5	into	into	ADP
ajiri-6224	94	6	one	one	NUM
ajiri-6224	94	7	data	datum	NOUN
ajiri-6224	94	8	set	set	VERB
ajiri-6224	94	9	,	,	PUNCT
ajiri-6224	94	10	in	in	ADP
ajiri-6224	94	11	the	the	DET
ajiri-6224	94	12	form	form	NOUN
ajiri-6224	94	13	of	of	ADP
ajiri-6224	94	14	a	a	DET
ajiri-6224	94	15	structured	structured	ADJ
ajiri-6224	94	16	input	input	NOUN
ajiri-6224	94	17	to	to	ADP
ajiri-6224	94	18	the	the	DET
ajiri-6224	94	19	predictive	predictive	ADJ
ajiri-6224	94	20	model	model	NOUN
ajiri-6224	94	21	.	.	PUNCT
ajiri-6224	95	1	data	datum	NOUN
ajiri-6224	95	2	fusion	fusion	NOUN
ajiri-6224	95	3	strategy	strategy	NOUN
ajiri-6224	95	4	the	the	DET
ajiri-6224	95	5	hybrid	hybrid	ADJ
ajiri-6224	95	6	fusion	fusion	NOUN
ajiri-6224	95	7	strategy	strategy	NOUN
ajiri-6224	95	8	that	that	PRON
ajiri-6224	95	9	integrates	integrate	VERB
ajiri-6224	95	10	feature	feature	NOUN
ajiri-6224	95	11	and	and	CCONJ
ajiri-6224	95	12	decision	decision	NOUN
ajiri-6224	95	13	level	level	NOUN
ajiri-6224	95	14	strategies	strategy	NOUN
ajiri-6224	95	15	assists	assist	VERB
ajiri-6224	95	16	in	in	ADP
ajiri-6224	95	17	the	the	DET
ajiri-6224	95	18	integration	integration	NOUN
ajiri-6224	95	19	of	of	ADP
ajiri-6224	95	20	the	the	DET
ajiri-6224	95	21	multimodal	multimodal	NOUN
ajiri-6224	95	22	data	datum	NOUN
ajiri-6224	95	23	.	.	PUNCT
ajiri-6224	96	1	on	on	ADP
ajiri-6224	96	2	the	the	DET
ajiri-6224	96	3	feature	feature	NOUN
ajiri-6224	96	4	level	level	NOUN
ajiri-6224	96	5	,	,	PUNCT
ajiri-6224	96	6	feature	feature	NOUN
ajiri-6224	96	7	level	level	NOUN
ajiri-6224	96	8	fusion	fusion	NOUN
ajiri-6224	96	9	takes	take	VERB
ajiri-6224	96	10	raw	raw	ADJ
ajiri-6224	96	11	features	feature	NOUN
ajiri-6224	96	12	of	of	ADP
ajiri-6224	96	13	any	any	DET
ajiri-6224	96	14	form	form	NOUN
ajiri-6224	96	15	and	and	CCONJ
ajiri-6224	96	16	integrates	integrate	VERB
ajiri-6224	96	17	them	they	PRON
ajiri-6224	96	18	into	into	ADP
ajiri-6224	96	19	the	the	DET
ajiri-6224	96	20	same	same	ADJ
ajiri-6224	96	21	feature	feature	NOUN
ajiri-6224	96	22	space	space	NOUN
ajiri-6224	96	23	,	,	PUNCT
ajiri-6224	96	24	making	make	VERB
ajiri-6224	96	25	more	more	ADJ
ajiri-6224	96	26	machine	machine	NOUN
ajiri-6224	96	27	learning	learn	VERB
ajiri-6224	96	28	algorithms	algorithm	NOUN
ajiri-6224	96	29	able	able	ADJ
ajiri-6224	96	30	to	to	PART
ajiri-6224	96	31	identify	identify	VERB
ajiri-6224	96	32	latent	latent	ADJ
ajiri-6224	96	33	cross	cross	ADJ
ajiri-6224	96	34	-	-	ADJ
ajiri-6224	96	35	modal	modal	ADJ
ajiri-6224	96	36	relationships	relationship	NOUN
ajiri-6224	96	37	.	.	PUNCT
ajiri-6224	97	1	however	however	ADV
ajiri-6224	97	2	,	,	PUNCT
ajiri-6224	97	3	in	in	ADP
ajiri-6224	97	4	decision	decision	NOUN
ajiri-6224	97	5	-	-	PUNCT
ajiri-6224	97	6	level	level	NOUN
ajiri-6224	97	7	fusion	fusion	NOUN
ajiri-6224	97	8	,	,	PUNCT
ajiri-6224	97	9	the	the	DET
ajiri-6224	97	10	pa	pa	PROPN
ajiri-6224	97	11	ge	ge	PROPN
ajiri-6224	97	12	86	86	NUM
ajiri-6224	97	13	https://journals.e-palli.com/home/index.php/ajiri	https://journals.e-palli.com/home/index.php/ajiri	PROPN
ajiri-6224	97	14	am	be	AUX
ajiri-6224	97	15	.	.	PUNCT
ajiri-6224	98	1	j.	j.	PROPN
ajiri-6224	98	2	interdiscip	interdiscip	PROPN
ajiri-6224	98	3	.	.	PUNCT
ajiri-6224	99	1	res	re	NOUN
ajiri-6224	99	2	.	.	PUNCT
ajiri-6224	100	1	innov	innov	PROPN
ajiri-6224	100	2	.	.	PUNCT
ajiri-6224	101	1	4(3	4(3	NUM
ajiri-6224	101	2	)	)	PUNCT
ajiri-6224	101	3	82	82	NUM
ajiri-6224	101	4	-	-	SYM
ajiri-6224	101	5	90	90	NUM
ajiri-6224	101	6	2025	2025	NUM
ajiri-6224	101	7	independent	independent	ADJ
ajiri-6224	101	8	predictors	predictor	NOUN
ajiri-6224	101	9	are	be	AUX
ajiri-6224	101	10	directly	directly	ADV
ajiri-6224	101	11	applied	apply	VERB
ajiri-6224	101	12	to	to	ADP
ajiri-6224	101	13	each	each	DET
ajiri-6224	101	14	stream	stream	NOUN
ajiri-6224	101	15	of	of	ADP
ajiri-6224	101	16	data	datum	NOUN
ajiri-6224	101	17	and	and	CCONJ
ajiri-6224	101	18	result	result	VERB
ajiri-6224	101	19	amalgamated	amalgamated	ADJ
ajiri-6224	101	20	using	use	VERB
ajiri-6224	101	21	weighted	weight	VERB
ajiri-6224	101	22	ensemble	ensemble	ADJ
ajiri-6224	101	23	methods	method	NOUN
ajiri-6224	101	24	.	.	PUNCT
ajiri-6224	102	1	the	the	DET
ajiri-6224	102	2	combination	combination	NOUN
ajiri-6224	102	3	of	of	ADP
ajiri-6224	102	4	those	those	DET
ajiri-6224	102	5	two	two	NUM
ajiri-6224	102	6	makes	make	VERB
ajiri-6224	102	7	the	the	DET
ajiri-6224	102	8	framework	framework	NOUN
ajiri-6224	102	9	mitigate	mitigate	VERB
ajiri-6224	102	10	the	the	DET
ajiri-6224	102	11	weaknesses	weakness	NOUN
ajiri-6224	102	12	of	of	ADP
ajiri-6224	102	13	those	those	DET
ajiri-6224	102	14	two	two	NUM
ajiri-6224	102	15	approaches	approach	NOUN
ajiri-6224	102	16	and	and	CCONJ
ajiri-6224	102	17	maximized	maximized	ADJ
ajiri-6224	102	18	scalability	scalability	NOUN
ajiri-6224	102	19	and	and	CCONJ
ajiri-6224	102	20	interpretability	interpretability	NOUN
ajiri-6224	102	21	.	.	PUNCT
ajiri-6224	103	1	machine	machine	NOUN
ajiri-6224	103	2	learning	learning	NOUN
ajiri-6224	103	3	algorithms	algorithm	VERB
ajiri-6224	103	4	a	a	DET
ajiri-6224	103	5	stack	stack	NOUN
ajiri-6224	103	6	of	of	ADP
ajiri-6224	103	7	machine	machine	NOUN
ajiri-6224	103	8	learning	learning	NOUN
ajiri-6224	103	9	models	model	NOUN
ajiri-6224	103	10	is	be	AUX
ajiri-6224	103	11	used	use	VERB
ajiri-6224	103	12	to	to	PART
ajiri-6224	103	13	construct	construct	VERB
ajiri-6224	103	14	the	the	DET
ajiri-6224	103	15	predictor	predictor	NOUN
ajiri-6224	103	16	model	model	NOUN
ajiri-6224	103	17	.	.	PUNCT
ajiri-6224	104	1	the	the	DET
ajiri-6224	104	2	last	last	ADJ
ajiri-6224	104	3	level	level	NOUN
ajiri-6224	104	4	approximates	approximate	VERB
ajiri-6224	104	5	time	time	NOUN
ajiri-6224	104	6	-	-	PUNCT
ajiri-6224	104	7	dependence	dependence	NOUN
ajiri-6224	104	8	by	by	ADP
ajiri-6224	104	9	random	random	ADJ
ajiri-6224	104	10	forests	forest	NOUN
ajiri-6224	104	11	,	,	PUNCT
ajiri-6224	104	12	support	support	VERB
ajiri-6224	104	13	vector	vector	NOUN
ajiri-6224	104	14	machines	machine	NOUN
ajiri-6224	104	15	,	,	PUNCT
ajiri-6224	104	16	and	and	CCONJ
ajiri-6224	104	17	recurrent	recurrent	ADJ
ajiri-6224	104	18	neural	neural	ADJ
ajiri-6224	104	19	networks	network	NOUN
ajiri-6224	104	20	.	.	PUNCT
ajiri-6224	105	1	the	the	DET
ajiri-6224	105	2	base	base	NOUN
ajiri-6224	105	3	layer	layer	NOUN
ajiri-6224	105	4	results	result	NOUN
ajiri-6224	105	5	are	be	AUX
ajiri-6224	105	6	also	also	ADV
ajiri-6224	105	7	fed	feed	VERB
ajiri-6224	105	8	to	to	ADP
ajiri-6224	105	9	a	a	DET
ajiri-6224	105	10	meta	meta	ADJ
ajiri-6224	105	11	-	-	PUNCT
ajiri-6224	105	12	learner	learner	NOUN
ajiri-6224	105	13	that	that	PRON
ajiri-6224	105	14	is	be	AUX
ajiri-6224	105	15	typically	typically	ADV
ajiri-6224	105	16	a	a	DET
ajiri-6224	105	17	gradient	gradient	ADJ
ajiri-6224	105	18	boosting	boost	VERB
ajiri-6224	105	19	model	model	NOUN
ajiri-6224	105	20	which	which	PRON
ajiri-6224	105	21	integrates	integrate	VERB
ajiri-6224	105	22	the	the	DET
ajiri-6224	105	23	predictions	prediction	NOUN
ajiri-6224	105	24	into	into	ADP
ajiri-6224	105	25	one	one	NUM
ajiri-6224	105	26	risk	risk	NOUN
ajiri-6224	105	27	score	score	NOUN
ajiri-6224	105	28	.	.	PUNCT
ajiri-6224	106	1	this	this	DET
ajiri-6224	106	2	layered	layered	ADJ
ajiri-6224	106	3	structure	structure	NOUN
ajiri-6224	106	4	will	will	AUX
ajiri-6224	106	5	ensure	ensure	VERB
ajiri-6224	106	6	accuracy	accuracy	NOUN
ajiri-6224	106	7	and	and	CCONJ
ajiri-6224	106	8	resilience	resilience	NOUN
ajiri-6224	106	9	,	,	PUNCT
ajiri-6224	106	10	as	as	SCONJ
ajiri-6224	106	11	now	now	ADV
ajiri-6224	106	12	the	the	DET
ajiri-6224	106	13	ensemble	ensemble	ADJ
ajiri-6224	106	14	will	will	AUX
ajiri-6224	106	15	be	be	AUX
ajiri-6224	106	16	capable	capable	ADJ
ajiri-6224	106	17	of	of	ADP
ajiri-6224	106	18	covering	cover	VERB
ajiri-6224	106	19	a	a	DET
ajiri-6224	106	20	wide	wide	ADJ
ajiri-6224	106	21	variety	variety	NOUN
ajiri-6224	106	22	of	of	ADP
ajiri-6224	106	23	different	different	ADJ
ajiri-6224	106	24	types	type	NOUN
ajiri-6224	106	25	of	of	ADP
ajiri-6224	106	26	anomalies	anomaly	NOUN
ajiri-6224	106	27	but	but	CCONJ
ajiri-6224	106	28	will	will	AUX
ajiri-6224	106	29	not	not	PART
ajiri-6224	106	30	overfit	overfit	VERB
ajiri-6224	106	31	the	the	DET
ajiri-6224	106	32	data	datum	NOUN
ajiri-6224	106	33	to	to	ADP
ajiri-6224	106	34	one	one	NUM
ajiri-6224	106	35	particular	particular	ADJ
ajiri-6224	106	36	modality	modality	NOUN
ajiri-6224	106	37	.	.	PUNCT
ajiri-6224	107	1	table	table	NOUN
ajiri-6224	107	2	3	3	NUM
ajiri-6224	107	3	:	:	PUNCT
ajiri-6224	107	4	machine	machine	NOUN
ajiri-6224	107	5	learning	learn	VERB
ajiri-6224	107	6	techniques	technique	NOUN
ajiri-6224	107	7	for	for	ADP
ajiri-6224	107	8	insider	insider	NOUN
ajiri-6224	107	9	threat	threat	NOUN
ajiri-6224	107	10	prediction	prediction	NOUN
ajiri-6224	107	11	algorithm	algorithm	NOUN
ajiri-6224	107	12	strengths	strength	NOUN
ajiri-6224	107	13	limitations	limitation	VERB
ajiri-6224	107	14	random	random	ADJ
ajiri-6224	107	15	forests	forest	NOUN
ajiri-6224	107	16	handles	handle	VERB
ajiri-6224	107	17	heterogeneous	heterogeneous	ADJ
ajiri-6224	107	18	data	datum	NOUN
ajiri-6224	107	19	,	,	PUNCT
ajiri-6224	107	20	interpretable	interpretable	ADJ
ajiri-6224	107	21	struggles	struggle	NOUN
ajiri-6224	107	22	with	with	ADP
ajiri-6224	107	23	temporal	temporal	ADJ
ajiri-6224	107	24	dependencies	dependency	NOUN
ajiri-6224	107	25	support	support	VERB
ajiri-6224	107	26	vector	vector	NOUN
ajiri-6224	107	27	machines	machine	NOUN
ajiri-6224	107	28	effective	effective	ADJ
ajiri-6224	107	29	in	in	ADP
ajiri-6224	107	30	high	high	ADJ
ajiri-6224	107	31	-	-	PUNCT
ajiri-6224	107	32	dimensional	dimensional	ADJ
ajiri-6224	107	33	spaces	space	NOUN
ajiri-6224	107	34	sensitive	sensitive	ADJ
ajiri-6224	107	35	to	to	ADP
ajiri-6224	107	36	parameter	parameter	NOUN
ajiri-6224	107	37	tuning	tune	VERB
ajiri-6224	107	38	recurrent	recurrent	ADJ
ajiri-6224	107	39	neural	neural	ADJ
ajiri-6224	107	40	networks	network	NOUN
ajiri-6224	107	41	captures	capture	VERB
ajiri-6224	107	42	sequential	sequential	ADJ
ajiri-6224	107	43	and	and	CCONJ
ajiri-6224	107	44	temporal	temporal	ADJ
ajiri-6224	107	45	patterns	pattern	NOUN
ajiri-6224	108	1	computationally	computationally	ADV
ajiri-6224	108	2	intensive	intensive	ADJ
ajiri-6224	108	3	gradient	gradient	NOUN
ajiri-6224	108	4	boosting	boost	VERB
ajiri-6224	108	5	strong	strong	ADJ
ajiri-6224	108	6	performance	performance	NOUN
ajiri-6224	108	7	in	in	ADP
ajiri-6224	108	8	ensemble	ensemble	ADJ
ajiri-6224	108	9	frameworks	framework	NOUN
ajiri-6224	108	10	risk	risk	NOUN
ajiri-6224	108	11	of	of	ADP
ajiri-6224	108	12	overfitting	overfitte	VERB
ajiri-6224	108	13	if	if	SCONJ
ajiri-6224	108	14	poorly	poorly	ADV
ajiri-6224	108	15	regularised	regularise	VERB
ajiri-6224	108	16	the	the	DET
ajiri-6224	108	17	ensemble	ensemble	ADJ
ajiri-6224	108	18	model	model	NOUN
ajiri-6224	108	19	builds	build	VERB
ajiri-6224	108	20	on	on	ADP
ajiri-6224	108	21	the	the	DET
ajiri-6224	108	22	merits	merit	NOUN
ajiri-6224	108	23	of	of	ADP
ajiri-6224	108	24	each	each	DET
ajiri-6224	108	25	algorithm	algorithm	NOUN
ajiri-6224	108	26	,	,	PUNCT
ajiri-6224	108	27	so	so	SCONJ
ajiri-6224	108	28	that	that	SCONJ
ajiri-6224	108	29	the	the	DET
ajiri-6224	108	30	general	general	ADJ
ajiri-6224	108	31	predictive	predictive	ADJ
ajiri-6224	108	32	system	system	NOUN
ajiri-6224	108	33	is	be	AUX
ajiri-6224	108	34	robust	robust	ADJ
ajiri-6224	108	35	at	at	ADP
ajiri-6224	108	36	varying	vary	VERB
ajiri-6224	108	37	conditions	condition	NOUN
ajiri-6224	108	38	.	.	PUNCT
ajiri-6224	109	1	risk	risk	NOUN
ajiri-6224	109	2	scoring	scoring	NOUN
ajiri-6224	109	3	and	and	CCONJ
ajiri-6224	109	4	classification	classification	NOUN
ajiri-6224	109	5	this	this	DET
ajiri-6224	109	6	predictive	predictive	ADJ
ajiri-6224	109	7	model	model	NOUN
ajiri-6224	109	8	can	can	AUX
ajiri-6224	109	9	yield	yield	VERB
ajiri-6224	109	10	the	the	DET
ajiri-6224	109	11	output	output	NOUN
ajiri-6224	109	12	as	as	ADP
ajiri-6224	109	13	a	a	DET
ajiri-6224	109	14	risk	risk	NOUN
ajiri-6224	109	15	score	score	NOUN
ajiri-6224	109	16	with	with	ADP
ajiri-6224	109	17	a	a	DET
ajiri-6224	109	18	probability	probability	NOUN
ajiri-6224	109	19	of	of	ADP
ajiri-6224	109	20	each	each	PRON
ajiri-6224	109	21	of	of	ADP
ajiri-6224	109	22	the	the	DET
ajiri-6224	109	23	monitored	monitor	VERB
ajiri-6224	109	24	entities	entity	NOUN
ajiri-6224	109	25	.	.	PUNCT
ajiri-6224	110	1	this	this	DET
ajiri-6224	110	2	score	score	NOUN
ajiri-6224	110	3	lies	lie	VERB
ajiri-6224	110	4	in	in	ADP
ajiri-6224	110	5	the	the	DET
ajiri-6224	110	6	low	low	ADV
ajiri-6224	110	7	-	-	PUNCT
ajiri-6224	110	8	lying	lie	VERB
ajiri-6224	110	9	,	,	PUNCT
ajiri-6224	110	10	medium	medium	ADJ
ajiri-6224	110	11	-	-	PUNCT
ajiri-6224	110	12	level	level	NOUN
ajiri-6224	110	13	,	,	PUNCT
ajiri-6224	110	14	and	and	CCONJ
ajiri-6224	110	15	highrisk	highrisk	NOUN
ajiri-6224	110	16	category	category	NOUN
ajiri-6224	110	17	,	,	PUNCT
ajiri-6224	110	18	which	which	PRON
ajiri-6224	110	19	is	be	AUX
ajiri-6224	110	20	defined	define	VERB
ajiri-6224	110	21	by	by	ADP
ajiri-6224	110	22	the	the	DET
ajiri-6224	110	23	organizational	organizational	ADJ
ajiri-6224	110	24	tolerance	tolerance	NOUN
ajiri-6224	110	25	levels	level	NOUN
ajiri-6224	110	26	,	,	PUNCT
ajiri-6224	110	27	as	as	ADV
ajiri-6224	110	28	well	well	ADV
ajiri-6224	110	29	as	as	ADP
ajiri-6224	110	30	the	the	DET
ajiri-6224	110	31	risk	risk	NOUN
ajiri-6224	110	32	management	management	NOUN
ajiri-6224	110	33	policies	policy	NOUN
ajiri-6224	110	34	.	.	PUNCT
ajiri-6224	111	1	risky	risky	ADJ
ajiri-6224	111	2	entities	entity	NOUN
ajiri-6224	111	3	will	will	AUX
ajiri-6224	111	4	cause	cause	VERB
ajiri-6224	111	5	escalation	escalation	NOUN
ajiri-6224	111	6	,	,	PUNCT
ajiri-6224	111	7	and	and	CCONJ
ajiri-6224	111	8	this	this	PRON
ajiri-6224	111	9	may	may	AUX
ajiri-6224	111	10	be	be	AUX
ajiri-6224	111	11	more	more	ADJ
ajiri-6224	111	12	research	research	NOUN
ajiri-6224	111	13	,	,	PUNCT
ajiri-6224	111	14	a	a	DET
ajiri-6224	111	15	temporary	temporary	ADJ
ajiri-6224	111	16	access	access	NOUN
ajiri-6224	111	17	block	block	NOUN
ajiri-6224	111	18	,	,	PUNCT
ajiri-6224	111	19	or	or	CCONJ
ajiri-6224	111	20	supervision	supervision	NOUN
ajiri-6224	111	21	.	.	PUNCT
ajiri-6224	112	1	such	such	ADJ
ajiri-6224	112	2	category	category	NOUN
ajiri-6224	112	3	system	system	NOUN
ajiri-6224	112	4	is	be	AUX
ajiri-6224	112	5	also	also	ADV
ajiri-6224	112	6	able	able	ADJ
ajiri-6224	112	7	to	to	PART
ajiri-6224	112	8	provide	provide	VERB
ajiri-6224	112	9	security	security	NOUN
ajiri-6224	112	10	personnel	personnel	NOUN
ajiri-6224	112	11	with	with	ADP
ajiri-6224	112	12	more	more	ADV
ajiri-6224	112	13	useful	useful	ADJ
ajiri-6224	112	14	intelligence	intelligence	NOUN
ajiri-6224	112	15	,	,	PUNCT
ajiri-6224	112	16	rather	rather	ADV
ajiri-6224	112	17	than	than	ADP
ajiri-6224	112	18	pure	pure	ADJ
ajiri-6224	112	19	anomaly	anomaly	NOUN
ajiri-6224	112	20	alerts	alert	NOUN
ajiri-6224	112	21	,	,	PUNCT
ajiri-6224	112	22	and	and	CCONJ
ajiri-6224	112	23	enhances	enhance	VERB
ajiri-6224	112	24	operational	operational	ADJ
ajiri-6224	112	25	performance	performance	NOUN
ajiri-6224	112	26	of	of	ADP
ajiri-6224	112	27	predictive	predictive	ADJ
ajiri-6224	112	28	analytics	analytic	NOUN
ajiri-6224	112	29	.	.	PUNCT
ajiri-6224	113	1	ethical	ethical	ADJ
ajiri-6224	113	2	and	and	CCONJ
ajiri-6224	113	3	privacy	privacy	NOUN
ajiri-6224	113	4	considerations	consideration	NOUN
ajiri-6224	113	5	the	the	DET
ajiri-6224	113	6	use	use	NOUN
ajiri-6224	113	7	of	of	ADP
ajiri-6224	113	8	predictive	predictive	ADJ
ajiri-6224	113	9	analytics	analytic	NOUN
ajiri-6224	113	10	in	in	ADP
ajiri-6224	113	11	detecting	detect	VERB
ajiri-6224	113	12	insider	insider	NOUN
ajiri-6224	113	13	threats	threat	NOUN
ajiri-6224	113	14	also	also	ADV
ajiri-6224	113	15	presents	present	VERB
ajiri-6224	113	16	a	a	DET
ajiri-6224	113	17	number	number	NOUN
ajiri-6224	113	18	of	of	ADP
ajiri-6224	113	19	ethical	ethical	ADJ
ajiri-6224	113	20	and	and	CCONJ
ajiri-6224	113	21	legal	legal	ADJ
ajiri-6224	113	22	issues	issue	NOUN
ajiri-6224	113	23	.	.	PUNCT
ajiri-6224	114	1	pre	pre	ADJ
ajiri-6224	114	2	-	-	ADJ
ajiri-6224	114	3	processing	processing	NOUN
ajiri-6224	114	4	has	have	VERB
ajiri-6224	114	5	to	to	PART
ajiri-6224	114	6	be	be	AUX
ajiri-6224	114	7	informed	inform	VERB
ajiri-6224	114	8	by	by	ADP
ajiri-6224	114	9	hard	hard	ADJ
ajiri-6224	114	10	rules	rule	NOUN
ajiri-6224	114	11	of	of	ADP
ajiri-6224	114	12	data	datum	NOUN
ajiri-6224	114	13	minimisation	minimisation	NOUN
ajiri-6224	114	14	to	to	PART
ajiri-6224	114	15	shun	shun	VERB
ajiri-6224	114	16	unwarranted	unwarranted	ADJ
ajiri-6224	114	17	surveillance	surveillance	NOUN
ajiri-6224	114	18	.	.	PUNCT
ajiri-6224	115	1	anonymisation	anonymisation	NOUN
ajiri-6224	115	2	or	or	CCONJ
ajiri-6224	115	3	aggregation	aggregation	NOUN
ajiri-6224	115	4	,	,	PUNCT
ajiri-6224	115	5	where	where	SCONJ
ajiri-6224	115	6	possible	possible	ADJ
ajiri-6224	115	7	,	,	PUNCT
ajiri-6224	115	8	of	of	ADP
ajiri-6224	115	9	sensitive	sensitive	ADJ
ajiri-6224	115	10	behavioural	behavioural	ADJ
ajiri-6224	115	11	attributes	attribute	NOUN
ajiri-6224	115	12	should	should	AUX
ajiri-6224	115	13	occur	occur	VERB
ajiri-6224	115	14	,	,	PUNCT
ajiri-6224	115	15	e.g.	e.g.	ADV
ajiri-6224	115	16	,	,	PUNCT
ajiri-6224	115	17	communication	communication	NOUN
ajiri-6224	115	18	patterns	pattern	NOUN
ajiri-6224	115	19	.	.	PUNCT
ajiri-6224	116	1	algorithmic	algorithmic	ADJ
ajiri-6224	116	2	decision	decision	NOUN
ajiri-6224	116	3	-	-	PUNCT
ajiri-6224	116	4	making	making	NOUN
ajiri-6224	116	5	should	should	AUX
ajiri-6224	116	6	also	also	ADV
ajiri-6224	116	7	be	be	AUX
ajiri-6224	116	8	transparent	transparent	ADJ
ajiri-6224	116	9	to	to	PART
ajiri-6224	116	10	overcome	overcome	VERB
ajiri-6224	116	11	the	the	DET
ajiri-6224	116	12	threat	threat	NOUN
ajiri-6224	116	13	of	of	ADP
ajiri-6224	116	14	discriminatory	discriminatory	ADJ
ajiri-6224	116	15	profiling	profiling	NOUN
ajiri-6224	116	16	.	.	PUNCT
ajiri-6224	117	1	the	the	DET
ajiri-6224	117	2	use	use	NOUN
ajiri-6224	117	3	of	of	ADP
ajiri-6224	117	4	explainable	explainable	ADJ
ajiri-6224	117	5	artificial	artificial	ADJ
ajiri-6224	117	6	intelligence	intelligence	NOUN
ajiri-6224	117	7	techniques	technique	NOUN
ajiri-6224	117	8	will	will	AUX
ajiri-6224	117	9	guarantee	guarantee	VERB
ajiri-6224	117	10	that	that	SCONJ
ajiri-6224	117	11	the	the	DET
ajiri-6224	117	12	risk	risk	NOUN
ajiri-6224	117	13	scores	score	NOUN
ajiri-6224	117	14	may	may	AUX
ajiri-6224	117	15	be	be	AUX
ajiri-6224	117	16	justified	justify	VERB
ajiri-6224	117	17	and	and	CCONJ
ajiri-6224	117	18	audited	audit	VERB
ajiri-6224	117	19	,	,	PUNCT
ajiri-6224	117	20	which	which	PRON
ajiri-6224	117	21	will	will	AUX
ajiri-6224	117	22	balance	balance	VERB
ajiri-6224	117	23	organizational	organizational	ADJ
ajiri-6224	117	24	security	security	NOUN
ajiri-6224	117	25	and	and	CCONJ
ajiri-6224	117	26	individual	individual	ADJ
ajiri-6224	117	27	rights	right	NOUN
ajiri-6224	117	28	.	.	PUNCT
ajiri-6224	118	1	analytical	analytical	ADJ
ajiri-6224	118	2	framework	framework	NOUN
ajiri-6224	118	3	overview	overview	VERB
ajiri-6224	118	4	the	the	DET
ajiri-6224	118	5	resulting	result	VERB
ajiri-6224	118	6	architecture	architecture	NOUN
ajiri-6224	118	7	has	have	VERB
ajiri-6224	118	8	multimodal	multimodal	NOUN
ajiri-6224	118	9	data	datum	NOUN
ajiri-6224	118	10	acquisition	acquisition	NOUN
ajiri-6224	118	11	,	,	PUNCT
ajiri-6224	118	12	pre	pre	ADJ
ajiri-6224	118	13	-	-	ADJ
ajiri-6224	118	14	processing	processing	ADJ
ajiri-6224	118	15	,	,	PUNCT
ajiri-6224	118	16	hybrid	hybrid	ADJ
ajiri-6224	118	17	fusion	fusion	NOUN
ajiri-6224	118	18	,	,	PUNCT
ajiri-6224	118	19	ensemble	ensemble	ADJ
ajiri-6224	118	20	machine	machine	NOUN
ajiri-6224	118	21	learning	learning	NOUN
ajiri-6224	118	22	,	,	PUNCT
ajiri-6224	118	23	and	and	CCONJ
ajiri-6224	118	24	risk	risk	VERB
ajiri-6224	118	25	classification	classification	NOUN
ajiri-6224	118	26	as	as	ADP
ajiri-6224	118	27	a	a	DET
ajiri-6224	118	28	feedback	feedback	NOUN
ajiri-6224	118	29	loop	loop	NOUN
ajiri-6224	118	30	.	.	PUNCT
ajiri-6224	119	1	outputs	output	NOUN
ajiri-6224	119	2	are	be	AUX
ajiri-6224	119	3	not	not	PART
ajiri-6224	119	4	predetermined	predetermine	VERB
ajiri-6224	119	5	risk	risk	NOUN
ajiri-6224	119	6	scores	score	NOUN
ajiri-6224	119	7	but	but	CCONJ
ajiri-6224	119	8	are	be	AUX
ajiri-6224	119	9	elements	element	NOUN
ajiri-6224	119	10	of	of	ADP
ajiri-6224	119	11	an	an	DET
ajiri-6224	119	12	adaptive	adaptive	ADJ
ajiri-6224	119	13	system	system	NOUN
ajiri-6224	119	14	of	of	ADP
ajiri-6224	119	15	security	security	NOUN
ajiri-6224	119	16	where	where	SCONJ
ajiri-6224	119	17	past	past	ADJ
ajiri-6224	119	18	event	event	NOUN
ajiri-6224	119	19	learnings	learning	NOUN
ajiri-6224	119	20	are	be	AUX
ajiri-6224	119	21	reevaluated	reevaluate	VERB
ajiri-6224	119	22	into	into	ADP
ajiri-6224	119	23	the	the	DET
ajiri-6224	119	24	system	system	NOUN
ajiri-6224	119	25	to	to	PART
ajiri-6224	119	26	improve	improve	VERB
ajiri-6224	119	27	the	the	DET
ajiri-6224	119	28	system	system	NOUN
ajiri-6224	119	29	model	model	NOUN
ajiri-6224	119	30	.	.	PUNCT
ajiri-6224	120	1	with	with	ADP
ajiri-6224	120	2	the	the	DET
ajiri-6224	120	3	help	help	NOUN
ajiri-6224	120	4	of	of	ADP
ajiri-6224	120	5	this	this	DET
ajiri-6224	120	6	cyclic	cyclic	ADJ
ajiri-6224	120	7	mechanism	mechanism	NOUN
ajiri-6224	120	8	,	,	PUNCT
ajiri-6224	120	9	it	it	PRON
ajiri-6224	120	10	is	be	AUX
ajiri-6224	120	11	possible	possible	ADJ
ajiri-6224	120	12	to	to	PART
ajiri-6224	120	13	make	make	VERB
ajiri-6224	120	14	sure	sure	ADJ
ajiri-6224	120	15	that	that	SCONJ
ajiri-6224	120	16	the	the	DET
ajiri-6224	120	17	framework	framework	NOUN
ajiri-6224	120	18	is	be	AUX
ajiri-6224	120	19	adjusted	adjust	VERB
ajiri-6224	120	20	to	to	ADP
ajiri-6224	120	21	the	the	DET
ajiri-6224	120	22	new	new	ADJ
ajiri-6224	120	23	patterns	pattern	NOUN
ajiri-6224	120	24	of	of	ADP
ajiri-6224	120	25	insider	insider	NOUN
ajiri-6224	120	26	activity	activity	NOUN
ajiri-6224	120	27	and	and	CCONJ
ajiri-6224	120	28	exhibits	exhibit	VERB
ajiri-6224	120	29	resistance	resistance	NOUN
ajiri-6224	120	30	to	to	ADP
ajiri-6224	120	31	new	new	ADJ
ajiri-6224	120	32	forms	form	NOUN
ajiri-6224	120	33	of	of	ADP
ajiri-6224	120	34	threat	threat	NOUN
ajiri-6224	120	35	.	.	PUNCT
ajiri-6224	121	1	figure	figure	VERB
ajiri-6224	121	2	3	3	NUM
ajiri-6224	121	3	:	:	PUNCT
ajiri-6224	121	4	analytical	analytical	ADJ
ajiri-6224	121	5	framework	framework	NOUN
ajiri-6224	121	6	for	for	ADP
ajiri-6224	121	7	multimodal	multimodal	ADJ
ajiri-6224	121	8	predictive	predictive	ADJ
ajiri-6224	121	9	insider	insider	NOUN
ajiri-6224	121	10	threat	threat	NOUN
ajiri-6224	121	11	detection	detection	NOUN
ajiri-6224	121	12	pa	pa	PROPN
ajiri-6224	121	13	ge	ge	PROPN
ajiri-6224	121	14	87	87	NUM
ajiri-6224	121	15	https://journals.e-palli.com/home/index.php/ajiri	https://journals.e-palli.com/home/index.php/ajiri	PROPN
ajiri-6224	121	16	am	be	AUX
ajiri-6224	121	17	.	.	PUNCT
ajiri-6224	122	1	j.	j.	PROPN
ajiri-6224	122	2	interdiscip	interdiscip	PROPN
ajiri-6224	122	3	.	.	PUNCT
ajiri-6224	123	1	res	re	NOUN
ajiri-6224	123	2	.	.	PUNCT
ajiri-6224	124	1	innov	innov	PROPN
ajiri-6224	124	2	.	.	PUNCT
ajiri-6224	125	1	4(3	4(3	NUM
ajiri-6224	125	2	)	)	PUNCT
ajiri-6224	125	3	82	82	NUM
ajiri-6224	125	4	-	-	SYM
ajiri-6224	125	5	90	90	NUM
ajiri-6224	125	6	2025	2025	NUM
ajiri-6224	125	7	a	a	DET
ajiri-6224	125	8	full	full	ADJ
ajiri-6224	125	9	system	system	NOUN
ajiri-6224	125	10	diagram	diagram	NOUN
ajiri-6224	125	11	illustrating	illustrate	VERB
ajiri-6224	125	12	the	the	DET
ajiri-6224	125	13	pipeline	pipeline	NOUN
ajiri-6224	125	14	:	:	PUNCT
ajiri-6224	125	15	data	datum	NOUN
ajiri-6224	125	16	acquisition	acquisition	NOUN
ajiri-6224	125	17	from	from	ADP
ajiri-6224	125	18	three	three	NUM
ajiri-6224	125	19	sources	source	NOUN
ajiri-6224	125	20	→	→	SYM
ajiri-6224	125	21	pre	pre	ADJ
ajiri-6224	125	22	-	-	ADJ
ajiri-6224	125	23	processing	processing	ADJ
ajiri-6224	125	24	layer	layer	NOUN
ajiri-6224	125	25	→	→	PUNCT
ajiri-6224	125	26	hybrid	hybrid	ADJ
ajiri-6224	125	27	data	data	NOUN
ajiri-6224	125	28	fusion	fusion	NOUN
ajiri-6224	125	29	→	→	SYM
ajiri-6224	125	30	ensemble	ensemble	ADJ
ajiri-6224	125	31	learning	learning	NOUN
ajiri-6224	125	32	→	→	SYM
ajiri-6224	125	33	risk	risk	NOUN
ajiri-6224	125	34	scoring	scoring	NOUN
ajiri-6224	125	35	→	→	SYM
ajiri-6224	125	36	adaptive	adaptive	ADJ
ajiri-6224	125	37	feedback	feedback	NOUN
ajiri-6224	125	38	loop	loop	NOUN
ajiri-6224	125	39	.	.	PUNCT
ajiri-6224	126	1	arrows	arrow	NOUN
ajiri-6224	126	2	depict	depict	VERB
ajiri-6224	126	3	the	the	DET
ajiri-6224	126	4	continuous	continuous	ADJ
ajiri-6224	126	5	nature	nature	NOUN
ajiri-6224	126	6	of	of	ADP
ajiri-6224	126	7	data	datum	NOUN
ajiri-6224	126	8	flow	flow	NOUN
ajiri-6224	126	9	and	and	CCONJ
ajiri-6224	126	10	learning	learning	NOUN
ajiri-6224	126	11	updates	update	NOUN
ajiri-6224	126	12	.	.	PUNCT
ajiri-6224	127	1	results	result	NOUN
ajiri-6224	127	2	and	and	CCONJ
ajiri-6224	127	3	discussion	discussion	NOUN
ajiri-6224	127	4	conceptual	conceptual	ADJ
ajiri-6224	127	5	outcomes	outcome	NOUN
ajiri-6224	127	6	of	of	ADP
ajiri-6224	127	7	multimodal	multimodal	NOUN
ajiri-6224	127	8	integration	integration	NOUN
ajiri-6224	127	9	human	human	ADJ
ajiri-6224	127	10	perception	perception	NOUN
ajiri-6224	127	11	and	and	CCONJ
ajiri-6224	127	12	learning	learning	NOUN
ajiri-6224	127	13	have	have	AUX
ajiri-6224	127	14	been	be	AUX
ajiri-6224	127	15	discussed	discuss	VERB
ajiri-6224	127	16	as	as	ADP
ajiri-6224	127	17	multimodal	multimodal	NOUN
ajiri-6224	127	18	and	and	CCONJ
ajiri-6224	127	19	the	the	DET
ajiri-6224	127	20	brain	brain	NOUN
ajiri-6224	127	21	has	have	AUX
ajiri-6224	127	22	been	be	AUX
ajiri-6224	127	23	found	find	VERB
ajiri-6224	127	24	to	to	PART
ajiri-6224	127	25	have	have	VERB
ajiri-6224	127	26	a	a	DET
ajiri-6224	127	27	multidimensional	multidimensional	ADJ
ajiri-6224	127	28	interrelatedness	interrelatedness	NOUN
ajiri-6224	127	29	between	between	ADP
ajiri-6224	127	30	sensory	sensory	ADJ
ajiri-6224	127	31	,	,	PUNCT
ajiri-6224	127	32	motor	motor	NOUN
ajiri-6224	127	33	,	,	PUNCT
ajiri-6224	127	34	and	and	CCONJ
ajiri-6224	127	35	cognitive	cognitive	ADJ
ajiri-6224	127	36	abilities	ability	NOUN
ajiri-6224	127	37	that	that	PRON
ajiri-6224	127	38	help	help	VERB
ajiri-6224	127	39	in	in	ADP
ajiri-6224	127	40	developing	develop	VERB
ajiri-6224	127	41	concepts	concept	NOUN
ajiri-6224	127	42	and	and	CCONJ
ajiri-6224	127	43	ideas	idea	NOUN
ajiri-6224	127	44	.	.	PUNCT
ajiri-6224	128	1	multimodal	multimodal	NOUN
ajiri-6224	128	2	integration	integration	NOUN
ajiri-6224	128	3	.	.	PUNCT
ajiri-6224	129	1	multidimensionality	multidimensionality	NOUN
ajiri-6224	129	2	of	of	ADP
ajiri-6224	129	3	human	human	ADJ
ajiri-6224	129	4	perception	perception	NOUN
ajiri-6224	129	5	and	and	CCONJ
ajiri-6224	129	6	learning	learning	NOUN
ajiri-6224	129	7	is	be	AUX
ajiri-6224	129	8	not	not	PART
ajiri-6224	129	9	a	a	DET
ajiri-6224	129	10	new	new	ADJ
ajiri-6224	129	11	concept	concept	NOUN
ajiri-6224	129	12	and	and	CCONJ
ajiri-6224	129	13	the	the	DET
ajiri-6224	129	14	interconnection	interconnection	NOUN
ajiri-6224	129	15	between	between	ADP
ajiri-6224	129	16	the	the	DET
ajiri-6224	129	17	brain	brain	NOUN
ajiri-6224	129	18	sensory	sensory	NOUN
ajiri-6224	129	19	,	,	PUNCT
ajiri-6224	129	20	motor	motor	NOUN
ajiri-6224	129	21	,	,	PUNCT
ajiri-6224	129	22	and	and	CCONJ
ajiri-6224	129	23	cognitive	cognitive	ADJ
ajiri-6224	129	24	processes	process	NOUN
ajiri-6224	129	25	is	be	AUX
ajiri-6224	129	26	multidimensional	multidimensional	ADJ
ajiri-6224	129	27	,	,	PUNCT
ajiri-6224	129	28	and	and	CCONJ
ajiri-6224	129	29	leads	lead	VERB
ajiri-6224	129	30	to	to	ADP
ajiri-6224	129	31	the	the	DET
ajiri-6224	129	32	development	development	NOUN
ajiri-6224	129	33	of	of	ADP
ajiri-6224	129	34	concepts	concept	NOUN
ajiri-6224	129	35	and	and	CCONJ
ajiri-6224	129	36	ideas	idea	NOUN
ajiri-6224	129	37	.	.	PUNCT
ajiri-6224	130	1	it	it	PRON
ajiri-6224	130	2	is	be	AUX
ajiri-6224	130	3	the	the	DET
ajiri-6224	130	4	integration	integration	NOUN
ajiri-6224	130	5	of	of	ADP
ajiri-6224	130	6	the	the	DET
ajiri-6224	130	7	multimodal	multimodal	NOUN
ajiri-6224	130	8	data	datum	NOUN
ajiri-6224	130	9	which	which	PRON
ajiri-6224	130	10	results	result	VERB
ajiri-6224	130	11	to	to	ADP
ajiri-6224	130	12	the	the	DET
ajiri-6224	130	13	creation	creation	NOUN
ajiri-6224	130	14	of	of	ADP
ajiri-6224	130	15	a	a	DET
ajiri-6224	130	16	predictive	predictive	ADJ
ajiri-6224	130	17	model	model	NOUN
ajiri-6224	130	18	which	which	PRON
ajiri-6224	130	19	can	can	AUX
ajiri-6224	130	20	be	be	AUX
ajiri-6224	130	21	perceived	perceive	VERB
ajiri-6224	130	22	to	to	PART
ajiri-6224	130	23	have	have	VERB
ajiri-6224	130	24	tremendous	tremendous	ADJ
ajiri-6224	130	25	benefits	benefit	NOUN
ajiri-6224	130	26	over	over	ADP
ajiri-6224	130	27	the	the	PRON
ajiri-6224	130	28	simpler	simple	ADJ
ajiri-6224	130	29	and	and	CCONJ
ajiri-6224	130	30	one	one	NUM
ajiri-6224	130	31	source	source	NOUN
ajiri-6224	130	32	approaches	approach	NOUN
ajiri-6224	130	33	.	.	PUNCT
ajiri-6224	131	1	irrespective	irrespective	ADV
ajiri-6224	131	2	of	of	ADP
ajiri-6224	131	3	each	each	DET
ajiri-6224	131	4	other	other	ADJ
ajiri-6224	131	5	,	,	PUNCT
ajiri-6224	131	6	system	system	NOUN
ajiri-6224	131	7	logs	log	NOUN
ajiri-6224	131	8	have	have	AUX
ajiri-6224	131	9	been	be	AUX
ajiri-6224	131	10	known	know	VERB
ajiri-6224	131	11	to	to	PART
ajiri-6224	131	12	generate	generate	VERB
ajiri-6224	131	13	high	high	ADJ
ajiri-6224	131	14	rates	rate	NOUN
ajiri-6224	131	15	of	of	ADP
ajiri-6224	131	16	anomaly	anomaly	NOUN
ajiri-6224	131	17	without	without	ADP
ajiri-6224	131	18	any	any	DET
ajiri-6224	131	19	context	context	NOUN
ajiri-6224	131	20	and	and	CCONJ
ajiri-6224	131	21	therefore	therefore	ADV
ajiri-6224	131	22	,	,	PUNCT
ajiri-6224	131	23	generate	generate	VERB
ajiri-6224	131	24	operating	operating	NOUN
ajiri-6224	131	25	inefficiency	inefficiency	NOUN
ajiri-6224	131	26	regarding	regard	VERB
ajiri-6224	131	27	false	false	ADJ
ajiri-6224	131	28	positives	positive	NOUN
ajiri-6224	131	29	.	.	PUNCT
ajiri-6224	132	1	even	even	ADV
ajiri-6224	132	2	though	though	SCONJ
ajiri-6224	132	3	behavioral	behavioral	ADJ
ajiri-6224	132	4	monitoring	monitoring	NOUN
ajiri-6224	132	5	might	might	AUX
ajiri-6224	132	6	prove	prove	VERB
ajiri-6224	132	7	helpful	helpful	ADJ
ajiri-6224	132	8	in	in	ADP
ajiri-6224	132	9	diagnosing	diagnose	VERB
ajiri-6224	132	10	such	such	ADJ
ajiri-6224	132	11	abnormalities	abnormality	NOUN
ajiri-6224	132	12	as	as	ADP
ajiri-6224	132	13	developing	develop	VERB
ajiri-6224	132	14	new	new	ADJ
ajiri-6224	132	15	communication	communication	NOUN
ajiri-6224	132	16	patterns	pattern	NOUN
ajiri-6224	132	17	or	or	CCONJ
ajiri-6224	132	18	a	a	DET
ajiri-6224	132	19	significant	significant	ADJ
ajiri-6224	132	20	decline	decline	NOUN
ajiri-6224	132	21	in	in	ADP
ajiri-6224	132	22	output	output	NOUN
ajiri-6224	132	23	,	,	PUNCT
ajiri-6224	132	24	a	a	DET
ajiri-6224	132	25	non	non	ADJ
ajiri-6224	132	26	-	-	ADJ
ajiri-6224	132	27	technical	technical	ADJ
ajiri-6224	132	28	deviation	deviation	NOUN
ajiri-6224	132	29	can	can	AUX
ajiri-6224	132	30	be	be	AUX
ajiri-6224	132	31	confused	confuse	VERB
ajiri-6224	132	32	with	with	ADP
ajiri-6224	132	33	suspicion	suspicion	NOUN
ajiri-6224	132	34	without	without	ADP
ajiri-6224	132	35	technical	technical	ADJ
ajiri-6224	132	36	assistance	assistance	NOUN
ajiri-6224	132	37	.	.	PUNCT
ajiri-6224	133	1	speaking	speak	VERB
ajiri-6224	133	2	of	of	ADP
ajiri-6224	133	3	which	which	PRON
ajiri-6224	133	4	,	,	PUNCT
ajiri-6224	133	5	physical	physical	ADJ
ajiri-6224	133	6	security	security	NOUN
ajiri-6224	133	7	data	datum	NOUN
ajiri-6224	133	8	can	can	AUX
ajiri-6224	133	9	confirm	confirm	VERB
ajiri-6224	133	10	the	the	DET
ajiri-6224	133	11	presence	presence	NOUN
ajiri-6224	133	12	of	of	ADP
ajiri-6224	133	13	individuals	individual	NOUN
ajiri-6224	133	14	in	in	ADP
ajiri-6224	133	15	particular	particular	ADJ
ajiri-6224	133	16	zones	zone	NOUN
ajiri-6224	133	17	,	,	PUNCT
ajiri-6224	133	18	yet	yet	CCONJ
ajiri-6224	133	19	the	the	DET
ajiri-6224	133	20	purpose	purpose	NOUN
ajiri-6224	133	21	and	and	CCONJ
ajiri-6224	133	22	the	the	DET
ajiri-6224	133	23	relationship	relationship	NOUN
ajiri-6224	133	24	to	to	ADP
ajiri-6224	133	25	the	the	DET
ajiri-6224	133	26	digital	digital	ADJ
ajiri-6224	133	27	activity	activity	NOUN
ajiri-6224	133	28	can	can	AUX
ajiri-6224	133	29	not	not	PART
ajiri-6224	133	30	be	be	AUX
ajiri-6224	133	31	understood	understand	VERB
ajiri-6224	133	32	.	.	PUNCT
ajiri-6224	134	1	by	by	ADP
ajiri-6224	134	2	incorporating	incorporate	VERB
ajiri-6224	134	3	these	these	DET
ajiri-6224	134	4	forms	form	NOUN
ajiri-6224	134	5	of	of	ADP
ajiri-6224	134	6	data	datum	NOUN
ajiri-6224	134	7	categories	category	NOUN
ajiri-6224	134	8	,	,	PUNCT
ajiri-6224	134	9	the	the	DET
ajiri-6224	134	10	predictive	predictive	ADJ
ajiri-6224	134	11	model	model	NOUN
ajiri-6224	134	12	eliminates	eliminate	VERB
ajiri-6224	134	13	this	this	DET
ajiri-6224	134	14	challenge	challenge	NOUN
ajiri-6224	134	15	of	of	ADP
ajiri-6224	134	16	interpretive	interpretive	ADJ
ajiri-6224	134	17	ambiguity	ambiguity	NOUN
ajiri-6224	134	18	,	,	PUNCT
ajiri-6224	134	19	since	since	SCONJ
ajiri-6224	134	20	the	the	DET
ajiri-6224	134	21	results	result	NOUN
ajiri-6224	134	22	that	that	PRON
ajiri-6224	134	23	the	the	DET
ajiri-6224	134	24	model	model	NOUN
ajiri-6224	134	25	yields	yield	NOUN
ajiri-6224	134	26	are	be	AUX
ajiri-6224	134	27	operationalized	operationalize	VERB
ajiri-6224	134	28	and	and	CCONJ
ajiri-6224	134	29	accurate	accurate	ADJ
ajiri-6224	134	30	.	.	PUNCT
ajiri-6224	135	1	effectiveness	effectiveness	NOUN
ajiri-6224	135	2	of	of	ADP
ajiri-6224	135	3	the	the	DET
ajiri-6224	135	4	predictive	predictive	ADJ
ajiri-6224	135	5	framework	framework	NOUN
ajiri-6224	135	6	the	the	DET
ajiri-6224	135	7	hybrid	hybrid	ADJ
ajiri-6224	135	8	fusion	fusion	NOUN
ajiri-6224	135	9	and	and	CCONJ
ajiri-6224	135	10	ensemble	ensemble	ADJ
ajiri-6224	135	11	learning	learning	NOUN
ajiri-6224	135	12	methodology	methodology	NOUN
ajiri-6224	135	13	that	that	PRON
ajiri-6224	135	14	is	be	AUX
ajiri-6224	135	15	conceptualized	conceptualize	VERB
ajiri-6224	135	16	in	in	ADP
ajiri-6224	135	17	the	the	DET
ajiri-6224	135	18	analytical	analytical	ADJ
ajiri-6224	135	19	model	model	NOUN
ajiri-6224	135	20	can	can	AUX
ajiri-6224	135	21	generate	generate	VERB
ajiri-6224	135	22	objectively	objectively	ADV
ajiri-6224	135	23	measurable	measurable	ADJ
ajiri-6224	135	24	predictive	predictive	ADJ
ajiri-6224	135	25	performance	performance	NOUN
ajiri-6224	135	26	improvements	improvement	NOUN
ajiri-6224	135	27	.	.	PUNCT
ajiri-6224	136	1	such	such	ADJ
ajiri-6224	136	2	measures	measure	NOUN
ajiri-6224	136	3	as	as	ADP
ajiri-6224	136	4	accuracy	accuracy	NOUN
ajiri-6224	136	5	,	,	PUNCT
ajiri-6224	136	6	recall	recall	NOUN
ajiri-6224	136	7	,	,	PUNCT
ajiri-6224	136	8	and	and	CCONJ
ajiri-6224	136	9	the	the	DET
ajiri-6224	136	10	overall	overall	ADJ
ajiri-6224	136	11	ability	ability	NOUN
ajiri-6224	136	12	to	to	PART
ajiri-6224	136	13	detect	detect	VERB
ajiri-6224	136	14	are	be	AUX
ajiri-6224	136	15	high	high	ADJ
ajiri-6224	136	16	in	in	ADP
ajiri-6224	136	17	the	the	DET
ajiri-6224	136	18	case	case	NOUN
ajiri-6224	136	19	of	of	ADP
ajiri-6224	136	20	multimodal	multimodal	NOUN
ajiri-6224	136	21	integration	integration	NOUN
ajiri-6224	136	22	.	.	PUNCT
ajiri-6224	137	1	what	what	PRON
ajiri-6224	137	2	is	be	AUX
ajiri-6224	137	3	particularly	particularly	ADV
ajiri-6224	137	4	important	important	ADJ
ajiri-6224	137	5	is	be	AUX
ajiri-6224	137	6	that	that	SCONJ
ajiri-6224	137	7	the	the	DET
ajiri-6224	137	8	model	model	NOUN
ajiri-6224	137	9	should	should	AUX
ajiri-6224	137	10	be	be	AUX
ajiri-6224	137	11	as	as	ADV
ajiri-6224	137	12	capable	capable	ADJ
ajiri-6224	137	13	of	of	ADP
ajiri-6224	137	14	reducing	reduce	VERB
ajiri-6224	137	15	false	false	ADJ
ajiri-6224	137	16	positives	positive	NOUN
ajiri-6224	137	17	as	as	ADP
ajiri-6224	137	18	possible	possible	ADJ
ajiri-6224	137	19	since	since	SCONJ
ajiri-6224	137	20	when	when	SCONJ
ajiri-6224	137	21	organizations	organization	NOUN
ajiri-6224	137	22	’	'	PUNCT
ajiri-6224	137	23	have	have	AUX
ajiri-6224	137	24	too	too	ADV
ajiri-6224	137	25	many	many	ADJ
ajiri-6224	137	26	unconfirmed	unconfirmed	ADJ
ajiri-6224	137	27	anomalies	anomaly	NOUN
ajiri-6224	137	28	,	,	PUNCT
ajiri-6224	137	29	the	the	DET
ajiri-6224	137	30	likelihood	likelihood	NOUN
ajiri-6224	137	31	of	of	ADP
ajiri-6224	137	32	alert	alert	ADJ
ajiri-6224	137	33	fatigue	fatigue	NOUN
ajiri-6224	137	34	rises	rise	NOUN
ajiri-6224	137	35	.	.	PUNCT
ajiri-6224	138	1	comparatively	comparatively	ADV
ajiri-6224	138	2	,	,	PUNCT
ajiri-6224	138	3	a	a	DET
ajiri-6224	138	4	scoring	scoring	NOUN
ajiri-6224	138	5	system	system	NOUN
ajiri-6224	138	6	of	of	ADP
ajiri-6224	138	7	risks	risk	NOUN
ajiri-6224	138	8	that	that	PRON
ajiri-6224	138	9	incorporates	incorporate	VERB
ajiri-6224	138	10	behavioral	behavioral	ADJ
ajiri-6224	138	11	,	,	PUNCT
ajiri-6224	138	12	technical	technical	ADJ
ajiri-6224	138	13	,	,	PUNCT
ajiri-6224	138	14	and	and	CCONJ
ajiri-6224	138	15	physical	physical	ADJ
ajiri-6224	138	16	discoveries	discovery	NOUN
ajiri-6224	138	17	creates	create	VERB
ajiri-6224	138	18	fewer	few	ADJ
ajiri-6224	138	19	but	but	CCONJ
ajiri-6224	138	20	more	more	ADV
ajiri-6224	138	21	workable	workable	ADJ
ajiri-6224	138	22	notifications	notification	NOUN
ajiri-6224	138	23	,	,	PUNCT
ajiri-6224	138	24	which	which	PRON
ajiri-6224	138	25	improves	improve	VERB
ajiri-6224	138	26	the	the	DET
ajiri-6224	138	27	process	process	NOUN
ajiri-6224	138	28	of	of	ADP
ajiri-6224	138	29	choice	choice	NOUN
ajiri-6224	138	30	-	-	PUNCT
ajiri-6224	138	31	making	making	NOUN
ajiri-6224	138	32	among	among	ADP
ajiri-6224	138	33	security	security	NOUN
ajiri-6224	138	34	professionals	professional	NOUN
ajiri-6224	138	35	.	.	PUNCT
ajiri-6224	139	1	resilience	resilience	NOUN
ajiri-6224	139	2	and	and	CCONJ
ajiri-6224	139	3	operational	operational	ADJ
ajiri-6224	139	4	benefits	benefit	NOUN
ajiri-6224	139	5	of	of	ADP
ajiri-6224	139	6	organisations	organisation	NOUN
ajiri-6224	139	7	the	the	DET
ajiri-6224	139	8	implementation	implementation	NOUN
ajiri-6224	139	9	of	of	ADP
ajiri-6224	139	10	predictive	predictive	ADJ
ajiri-6224	139	11	analytics	analytic	NOUN
ajiri-6224	139	12	on	on	ADP
ajiri-6224	139	13	insider	insider	NOUN
ajiri-6224	139	14	threat	threat	NOUN
ajiri-6224	139	15	management	management	NOUN
ajiri-6224	139	16	is	be	AUX
ajiri-6224	139	17	a	a	DET
ajiri-6224	139	18	contributor	contributor	NOUN
ajiri-6224	139	19	to	to	ADP
ajiri-6224	139	20	organisational	organisational	ADJ
ajiri-6224	139	21	resilience	resilience	NOUN
ajiri-6224	139	22	.	.	PUNCT
ajiri-6224	140	1	with	with	ADP
ajiri-6224	140	2	early	early	ADJ
ajiri-6224	140	3	warning	warning	NOUN
ajiri-6224	140	4	signs	sign	NOUN
ajiri-6224	140	5	,	,	PUNCT
ajiri-6224	140	6	institutions	institution	NOUN
ajiri-6224	140	7	are	be	AUX
ajiri-6224	140	8	able	able	ADJ
ajiri-6224	140	9	to	to	PART
ajiri-6224	140	10	act	act	VERB
ajiri-6224	140	11	before	before	SCONJ
ajiri-6224	140	12	the	the	DET
ajiri-6224	140	13	insider	insider	NOUN
ajiri-6224	140	14	practices	practice	NOUN
ajiri-6224	140	15	become	become	VERB
ajiri-6224	140	16	harmful	harmful	ADJ
ajiri-6224	140	17	,	,	PUNCT
ajiri-6224	140	18	like	like	ADP
ajiri-6224	140	19	data	data	NOUN
ajiri-6224	140	20	breaches	breach	NOUN
ajiri-6224	140	21	,	,	PUNCT
ajiri-6224	140	22	stealing	steal	VERB
ajiri-6224	140	23	intellectual	intellectual	ADJ
ajiri-6224	140	24	property	property	NOUN
ajiri-6224	140	25	,	,	PUNCT
ajiri-6224	140	26	or	or	CCONJ
ajiri-6224	140	27	sabotaging	sabotage	VERB
ajiri-6224	140	28	the	the	DET
ajiri-6224	140	29	vital	vital	ADJ
ajiri-6224	140	30	infrastructures	infrastructure	NOUN
ajiri-6224	140	31	.	.	PUNCT
ajiri-6224	141	1	in	in	ADP
ajiri-6224	141	2	addition	addition	NOUN
ajiri-6224	141	3	,	,	PUNCT
ajiri-6224	141	4	continuity	continuity	NOUN
ajiri-6224	141	5	planning	planning	NOUN
ajiri-6224	141	6	is	be	AUX
ajiri-6224	141	7	supported	support	VERB
ajiri-6224	141	8	by	by	ADP
ajiri-6224	141	9	predictive	predictive	ADJ
ajiri-6224	141	10	frameworks	framework	NOUN
ajiri-6224	141	11	,	,	PUNCT
ajiri-6224	141	12	which	which	PRON
ajiri-6224	141	13	enable	enable	VERB
ajiri-6224	141	14	organisations	organisation	NOUN
ajiri-6224	141	15	to	to	PART
ajiri-6224	141	16	model	model	VERB
ajiri-6224	141	17	the	the	DET
ajiri-6224	141	18	possible	possible	ADJ
ajiri-6224	141	19	threat	threat	NOUN
ajiri-6224	141	20	situations	situation	NOUN
ajiri-6224	141	21	and	and	CCONJ
ajiri-6224	141	22	modify	modify	VERB
ajiri-6224	141	23	the	the	DET
ajiri-6224	141	24	controls	control	NOUN
ajiri-6224	141	25	to	to	PART
ajiri-6224	141	26	suit	suit	VERB
ajiri-6224	141	27	.	.	PUNCT
ajiri-6224	142	1	this	this	DET
ajiri-6224	142	2	operational	operational	ADJ
ajiri-6224	142	3	advantage	advantage	NOUN
ajiri-6224	142	4	has	have	VERB
ajiri-6224	142	5	the	the	DET
ajiri-6224	142	6	added	add	VERB
ajiri-6224	142	7	benefit	benefit	NOUN
ajiri-6224	142	8	of	of	ADP
ajiri-6224	142	9	resource	resource	NOUN
ajiri-6224	142	10	optimisation	optimisation	NOUN
ajiri-6224	142	11	,	,	PUNCT
ajiri-6224	142	12	where	where	SCONJ
ajiri-6224	142	13	the	the	DET
ajiri-6224	142	14	security	security	NOUN
ajiri-6224	142	15	teams	team	NOUN
ajiri-6224	142	16	are	be	AUX
ajiri-6224	142	17	able	able	ADJ
ajiri-6224	142	18	to	to	PART
ajiri-6224	142	19	prioritize	prioritize	VERB
ajiri-6224	142	20	the	the	DET
ajiri-6224	142	21	investigations	investigation	NOUN
ajiri-6224	142	22	according	accord	VERB
ajiri-6224	142	23	to	to	ADP
ajiri-6224	142	24	the	the	DET
ajiri-6224	142	25	high	high	ADJ
ajiri-6224	142	26	-	-	PUNCT
ajiri-6224	142	27	risk	risk	NOUN
ajiri-6224	142	28	categories	category	NOUN
ajiri-6224	142	29	,	,	PUNCT
ajiri-6224	142	30	in	in	ADP
ajiri-6224	142	31	contrast	contrast	NOUN
ajiri-6224	142	32	to	to	ADP
ajiri-6224	142	33	casting	cast	VERB
ajiri-6224	142	34	the	the	DET
ajiri-6224	142	35	net	net	NOUN
ajiri-6224	142	36	far	far	ADV
ajiri-6224	142	37	and	and	CCONJ
ajiri-6224	142	38	wide	wide	ADJ
ajiri-6224	142	39	into	into	ADP
ajiri-6224	142	40	alerts	alert	NOUN
ajiri-6224	142	41	that	that	PRON
ajiri-6224	142	42	have	have	AUX
ajiri-6224	142	43	not	not	PART
ajiri-6224	142	44	been	be	AUX
ajiri-6224	142	45	verified	verify	VERB
ajiri-6224	142	46	.	.	PUNCT
ajiri-6224	143	1	such	such	ADJ
ajiri-6224	143	2	strategic	strategic	ADJ
ajiri-6224	143	3	alignment	alignment	NOUN
ajiri-6224	143	4	allows	allow	VERB
ajiri-6224	143	5	the	the	DET
ajiri-6224	143	6	better	well	ADJ
ajiri-6224	143	7	functioning	functioning	NOUN
ajiri-6224	143	8	of	of	ADP
ajiri-6224	143	9	efficiency	efficiency	NOUN
ajiri-6224	143	10	and	and	CCONJ
ajiri-6224	143	11	allows	allow	VERB
ajiri-6224	143	12	the	the	DET
ajiri-6224	143	13	security	security	NOUN
ajiri-6224	143	14	functions	function	NOUN
ajiri-6224	143	15	to	to	PART
ajiri-6224	143	16	work	work	VERB
ajiri-6224	143	17	more	more	ADV
ajiri-6224	143	18	closely	closely	ADV
ajiri-6224	143	19	with	with	ADP
ajiri-6224	143	20	the	the	DET
ajiri-6224	143	21	broader	broad	ADJ
ajiri-6224	143	22	risk	risk	NOUN
ajiri-6224	143	23	management	management	NOUN
ajiri-6224	143	24	structures	structure	NOUN
ajiri-6224	143	25	.	.	PUNCT
ajiri-6224	144	1	ethical	ethical	ADJ
ajiri-6224	144	2	and	and	CCONJ
ajiri-6224	144	3	governance	governance	NOUN
ajiri-6224	144	4	dimensions	dimension	NOUN
ajiri-6224	144	5	even	even	ADV
ajiri-6224	144	6	though	though	SCONJ
ajiri-6224	144	7	the	the	DET
ajiri-6224	144	8	technical	technical	ADJ
ajiri-6224	144	9	advantages	advantage	NOUN
ajiri-6224	144	10	of	of	ADP
ajiri-6224	144	11	predictive	predictive	ADJ
ajiri-6224	144	12	analytics	analytic	NOUN
ajiri-6224	144	13	are	be	AUX
ajiri-6224	144	14	not	not	PART
ajiri-6224	144	15	disputed	dispute	VERB
ajiri-6224	144	16	,	,	PUNCT
ajiri-6224	144	17	there	there	PRON
ajiri-6224	144	18	are	be	VERB
ajiri-6224	144	19	problematic	problematic	ADJ
ajiri-6224	144	20	ethical	ethical	ADJ
ajiri-6224	144	21	aspects	aspect	NOUN
ajiri-6224	144	22	in	in	ADP
ajiri-6224	144	23	its	its	PRON
ajiri-6224	144	24	application	application	NOUN
ajiri-6224	144	25	in	in	ADP
ajiri-6224	144	26	organizations	organization	NOUN
ajiri-6224	144	27	’	'	PUNCT
ajiri-6224	144	28	.	.	PUNCT
ajiri-6224	145	1	multimodal	multimodal	ADJ
ajiri-6224	145	2	monitoring	monitoring	NOUN
ajiri-6224	145	3	is	be	AUX
ajiri-6224	145	4	a	a	DET
ajiri-6224	145	5	process	process	NOUN
ajiri-6224	145	6	of	of	ADP
ajiri-6224	145	7	collecting	collect	VERB
ajiri-6224	145	8	and	and	CCONJ
ajiri-6224	145	9	processing	process	VERB
ajiri-6224	145	10	sensitive	sensitive	ADJ
ajiri-6224	145	11	information	information	NOUN
ajiri-6224	145	12	,	,	PUNCT
ajiri-6224	145	13	some	some	PRON
ajiri-6224	145	14	of	of	ADP
ajiri-6224	145	15	which	which	PRON
ajiri-6224	145	16	may	may	AUX
ajiri-6224	145	17	contain	contain	VERB
ajiri-6224	145	18	the	the	DET
ajiri-6224	145	19	personal	personal	ADJ
ajiri-6224	145	20	features	feature	NOUN
ajiri-6224	145	21	that	that	PRON
ajiri-6224	145	22	do	do	AUX
ajiri-6224	145	23	not	not	PART
ajiri-6224	145	24	have	have	VERB
ajiri-6224	145	25	any	any	DET
ajiri-6224	145	26	connection	connection	NOUN
ajiri-6224	145	27	to	to	ADP
ajiri-6224	145	28	malicious	malicious	ADJ
ajiri-6224	145	29	actions	action	NOUN
ajiri-6224	145	30	.	.	PUNCT
ajiri-6224	146	1	in	in	ADP
ajiri-6224	146	2	this	this	DET
ajiri-6224	146	3	connection	connection	NOUN
ajiri-6224	146	4	,	,	PUNCT
ajiri-6224	146	5	the	the	DET
ajiri-6224	146	6	discussion	discussion	NOUN
ajiri-6224	146	7	refers	refer	VERB
ajiri-6224	146	8	to	to	ADP
ajiri-6224	146	9	the	the	DET
ajiri-6224	146	10	dual	dual	ADJ
ajiri-6224	146	11	responsibility	responsibility	NOUN
ajiri-6224	146	12	of	of	ADP
ajiri-6224	146	13	organizations	organization	NOUN
ajiri-6224	146	14	’	'	PUNCT
ajiri-6224	146	15	in	in	ADP
ajiri-6224	146	16	ensuring	ensure	VERB
ajiri-6224	146	17	the	the	DET
ajiri-6224	146	18	security	security	NOUN
ajiri-6224	146	19	of	of	ADP
ajiri-6224	146	20	critical	critical	ADJ
ajiri-6224	146	21	assets	asset	NOUN
ajiri-6224	146	22	in	in	ADP
ajiri-6224	146	23	addition	addition	NOUN
ajiri-6224	146	24	to	to	ADP
ajiri-6224	146	25	privacy	privacy	NOUN
ajiri-6224	146	26	and	and	CCONJ
ajiri-6224	146	27	rights	right	NOUN
ajiri-6224	146	28	of	of	ADP
ajiri-6224	146	29	employees	employee	NOUN
ajiri-6224	146	30	.	.	PUNCT
ajiri-6224	147	1	ethical	ethical	ADJ
ajiri-6224	147	2	governance	governance	NOUN
ajiri-6224	147	3	structures	structure	NOUN
ajiri-6224	147	4	,	,	PUNCT
ajiri-6224	147	5	which	which	PRON
ajiri-6224	147	6	guarantee	guarantee	VERB
ajiri-6224	147	7	the	the	DET
ajiri-6224	147	8	compliance	compliance	NOUN
ajiri-6224	147	9	with	with	ADP
ajiri-6224	147	10	the	the	DET
ajiri-6224	147	11	laws	law	NOUN
ajiri-6224	147	12	of	of	ADP
ajiri-6224	147	13	data	datum	NOUN
ajiri-6224	147	14	protection	protection	NOUN
ajiri-6224	147	15	and	and	CCONJ
ajiri-6224	147	16	development	development	NOUN
ajiri-6224	147	17	of	of	ADP
ajiri-6224	147	18	fair	fair	ADJ
ajiri-6224	147	19	-	-	PUNCT
ajiri-6224	147	20	use	use	NOUN
ajiri-6224	147	21	policies	policy	NOUN
ajiri-6224	147	22	,	,	PUNCT
ajiri-6224	147	23	should	should	AUX
ajiri-6224	147	24	then	then	ADV
ajiri-6224	147	25	be	be	AUX
ajiri-6224	147	26	implemented	implement	VERB
ajiri-6224	147	27	with	with	ADP
ajiri-6224	147	28	the	the	DET
ajiri-6224	147	29	usage	usage	NOUN
ajiri-6224	147	30	of	of	ADP
ajiri-6224	147	31	predictive	predictive	ADJ
ajiri-6224	147	32	systems	system	NOUN
ajiri-6224	147	33	.	.	PUNCT
ajiri-6224	148	1	initiating	initiate	VERB
ajiri-6224	148	2	the	the	DET
ajiri-6224	148	3	transparent	transparent	ADJ
ajiri-6224	148	4	communication	communication	NOUN
ajiri-6224	148	5	on	on	ADP
ajiri-6224	148	6	monitoring	monitoring	NOUN
ajiri-6224	148	7	practices	practice	NOUN
ajiri-6224	148	8	is	be	AUX
ajiri-6224	148	9	needed	need	VERB
ajiri-6224	148	10	to	to	PART
ajiri-6224	148	11	maintain	maintain	VERB
ajiri-6224	148	12	the	the	DET
ajiri-6224	148	13	sense	sense	NOUN
ajiri-6224	148	14	of	of	ADP
ajiri-6224	148	15	trust	trust	NOUN
ajiri-6224	148	16	,	,	PUNCT
ajiri-6224	148	17	explainable	explainable	ADJ
ajiri-6224	148	18	artificial	artificial	ADJ
ajiri-6224	148	19	intelligence	intelligence	NOUN
ajiri-6224	148	20	,	,	PUNCT
ajiri-6224	148	21	and	and	CCONJ
ajiri-6224	148	22	facilitate	facilitate	VERB
ajiri-6224	148	23	the	the	DET
ajiri-6224	148	24	sense	sense	NOUN
ajiri-6224	148	25	of	of	ADP
ajiri-6224	148	26	non	non	ADJ
ajiri-6224	148	27	-	-	ADJ
ajiri-6224	148	28	invasive	invasive	ADJ
ajiri-6224	148	29	surveillance	surveillance	NOUN
ajiri-6224	148	30	.	.	PUNCT
ajiri-6224	149	1	interpretability	interpretability	NOUN
ajiri-6224	149	2	and	and	CCONJ
ajiri-6224	149	3	practical	practical	ADJ
ajiri-6224	149	4	deployment	deployment	NOUN
ajiri-6224	149	5	problems	problem	NOUN
ajiri-6224	149	6	among	among	ADP
ajiri-6224	149	7	the	the	DET
ajiri-6224	149	8	recurring	recur	VERB
ajiri-6224	149	9	themes	theme	NOUN
ajiri-6224	149	10	of	of	ADP
ajiri-6224	149	11	findings	finding	NOUN
ajiri-6224	149	12	of	of	ADP
ajiri-6224	149	13	any	any	DET
ajiri-6224	149	14	study	study	NOUN
ajiri-6224	149	15	of	of	ADP
ajiri-6224	149	16	predictive	predictive	ADJ
ajiri-6224	149	17	analytics	analytic	NOUN
ajiri-6224	149	18	,	,	PUNCT
ajiri-6224	149	19	the	the	DET
ajiri-6224	149	20	conflict	conflict	NOUN
ajiri-6224	149	21	of	of	ADP
ajiri-6224	149	22	accuracy	accuracy	NOUN
ajiri-6224	149	23	versus	versus	ADP
ajiri-6224	149	24	interpretability	interpretability	NOUN
ajiri-6224	149	25	is	be	AUX
ajiri-6224	149	26	among	among	ADP
ajiri-6224	149	27	the	the	DET
ajiri-6224	149	28	most	most	ADV
ajiri-6224	149	29	common	common	ADJ
ajiri-6224	149	30	ones	one	NOUN
ajiri-6224	149	31	.	.	PUNCT
ajiri-6224	150	1	modern	modern	ADJ
ajiri-6224	150	2	models	model	NOUN
ajiri-6224	150	3	,	,	PUNCT
ajiri-6224	150	4	in	in	ADP
ajiri-6224	150	5	particular	particular	ADJ
ajiri-6224	150	6	those	those	PRON
ajiri-6224	150	7	founded	found	VERB
ajiri-6224	150	8	on	on	ADP
ajiri-6224	150	9	deep	deep	ADJ
ajiri-6224	150	10	learning	learning	NOUN
ajiri-6224	150	11	architecture	architecture	NOUN
ajiri-6224	150	12	often	often	ADV
ajiri-6224	150	13	result	result	VERB
ajiri-6224	150	14	in	in	ADP
ajiri-6224	150	15	a	a	DET
ajiri-6224	150	16	high	high	ADJ
ajiri-6224	150	17	predictive	predictive	ADJ
ajiri-6224	150	18	score	score	NOUN
ajiri-6224	150	19	and	and	CCONJ
ajiri-6224	150	20	are	be	AUX
ajiri-6224	150	21	opaque	opaque	ADJ
ajiri-6224	150	22	in	in	ADP
ajiri-6224	150	23	the	the	DET
ajiri-6224	150	24	process	process	NOUN
ajiri-6224	150	25	of	of	ADP
ajiri-6224	150	26	risk	risk	NOUN
ajiri-6224	150	27	scores	score	NOUN
ajiri-6224	150	28	generation	generation	NOUN
ajiri-6224	150	29	.	.	PUNCT
ajiri-6224	151	1	an	an	DET
ajiri-6224	151	2	organization	organization	NOUN
ajiri-6224	151	3	can	can	AUX
ajiri-6224	151	4	find	find	VERB
ajiri-6224	151	5	it	it	PRON
ajiri-6224	151	6	hard	hard	ADJ
ajiri-6224	151	7	to	to	PART
ajiri-6224	151	8	justify	justify	VERB
ajiri-6224	151	9	interventions	intervention	NOUN
ajiri-6224	151	10	or	or	CCONJ
ajiri-6224	151	11	disciplinary	disciplinary	ADJ
ajiri-6224	151	12	actions	action	NOUN
ajiri-6224	151	13	taken	take	VERB
ajiri-6224	151	14	based	base	VERB
ajiri-6224	151	15	on	on	ADP
ajiri-6224	151	16	predictive	predictive	ADJ
ajiri-6224	151	17	outputs	output	NOUN
ajiri-6224	151	18	with	with	ADP
ajiri-6224	151	19	such	such	DET
ajiri-6224	151	20	an	an	DET
ajiri-6224	151	21	issue	issue	NOUN
ajiri-6224	151	22	of	of	ADP
ajiri-6224	151	23	a	a	DET
ajiri-6224	151	24	black	black	ADJ
ajiri-6224	151	25	box	box	NOUN
ajiri-6224	151	26	.	.	PUNCT
ajiri-6224	152	1	practical	practical	ADJ
ajiri-6224	152	2	deployment	deployment	NOUN
ajiri-6224	152	3	issues	issue	NOUN
ajiri-6224	152	4	are	be	AUX
ajiri-6224	152	5	also	also	ADV
ajiri-6224	152	6	related	relate	VERB
ajiri-6224	152	7	to	to	ADP
ajiri-6224	152	8	the	the	DET
ajiri-6224	152	9	computational	computational	ADJ
ajiri-6224	152	10	scalability	scalability	NOUN
ajiri-6224	152	11	that	that	SCONJ
ajiri-6224	152	12	multimodal	multimodal	NOUN
ajiri-6224	152	13	systems	system	NOUN
ajiri-6224	152	14	must	must	AUX
ajiri-6224	152	15	have	have	VERB
ajiri-6224	152	16	the	the	DET
ajiri-6224	152	17	capacity	capacity	NOUN
ajiri-6224	152	18	to	to	PART
ajiri-6224	152	19	handle	handle	VERB
ajiri-6224	152	20	large	large	ADJ
ajiri-6224	152	21	data	datum	NOUN
ajiri-6224	152	22	volumes	volume	NOUN
ajiri-6224	152	23	in	in	ADP
ajiri-6224	152	24	real	real	ADJ
ajiri-6224	152	25	time	time	NOUN
ajiri-6224	152	26	without	without	ADP
ajiri-6224	152	27	compromising	compromise	VERB
ajiri-6224	152	28	the	the	DET
ajiri-6224	152	29	performance	performance	NOUN
ajiri-6224	152	30	of	of	ADP
ajiri-6224	152	31	the	the	DET
ajiri-6224	152	32	system	system	NOUN
ajiri-6224	152	33	.	.	PUNCT
ajiri-6224	153	1	to	to	PART
ajiri-6224	153	2	address	address	VERB
ajiri-6224	153	3	these	these	DET
ajiri-6224	153	4	concerns	concern	NOUN
ajiri-6224	153	5	,	,	PUNCT
ajiri-6224	153	6	the	the	DET
ajiri-6224	153	7	complexity	complexity	NOUN
ajiri-6224	153	8	of	of	ADP
ajiri-6224	153	9	the	the	DET
ajiri-6224	153	10	models	model	NOUN
ajiri-6224	153	11	needs	need	VERB
ajiri-6224	153	12	to	to	PART
ajiri-6224	153	13	be	be	AUX
ajiri-6224	153	14	considered	consider	VERB
ajiri-6224	153	15	against	against	ADP
ajiri-6224	153	16	their	their	PRON
ajiri-6224	153	17	readability	readability	NOUN
ajiri-6224	153	18	and	and	CCONJ
ajiri-6224	153	19	cloud	cloud	NOUN
ajiri-6224	153	20	-	-	PUNCT
ajiri-6224	153	21	based	base	VERB
ajiri-6224	153	22	solutions	solution	NOUN
ajiri-6224	153	23	,	,	PUNCT
ajiri-6224	153	24	and	and	CCONJ
ajiri-6224	153	25	edge	edge	NOUN
ajiri-6224	153	26	computing	computing	NOUN
ajiri-6224	153	27	should	should	AUX
ajiri-6224	153	28	be	be	AUX
ajiri-6224	153	29	deployed	deploy	VERB
ajiri-6224	153	30	to	to	PART
ajiri-6224	153	31	distribute	distribute	VERB
ajiri-6224	153	32	the	the	DET
ajiri-6224	153	33	computing	computing	NOUN
ajiri-6224	153	34	burden	burden	NOUN
ajiri-6224	153	35	.	.	PUNCT
ajiri-6224	154	1	wider	wide	ADJ
ajiri-6224	154	2	implications	implication	NOUN
ajiri-6224	154	3	to	to	ADP
ajiri-6224	154	4	cybersecurity	cybersecurity	NOUN
ajiri-6224	154	5	practice	practice	VERB
ajiri-6224	154	6	its	its	PRON
ajiri-6224	154	7	findings	finding	NOUN
ajiri-6224	154	8	show	show	VERB
ajiri-6224	154	9	that	that	SCONJ
ajiri-6224	154	10	predictive	predictive	ADJ
ajiri-6224	154	11	analytics	analytic	NOUN
ajiri-6224	154	12	of	of	ADP
ajiri-6224	154	13	insider	insider	NOUN
ajiri-6224	154	14	threat	threat	NOUN
ajiri-6224	154	15	detection	detection	NOUN
ajiri-6224	154	16	can	can	AUX
ajiri-6224	154	17	not	not	PART
ajiri-6224	154	18	be	be	AUX
ajiri-6224	154	19	viewed	view	VERB
ajiri-6224	154	20	as	as	ADP
ajiri-6224	154	21	an	an	DET
ajiri-6224	154	22	easy	easy	ADJ
ajiri-6224	154	23	technical	technical	ADJ
ajiri-6224	154	24	upgrade	upgrade	NOUN
ajiri-6224	154	25	but	but	CCONJ
ajiri-6224	154	26	a	a	DET
ajiri-6224	154	27	change	change	NOUN
ajiri-6224	154	28	in	in	ADP
ajiri-6224	154	29	the	the	DET
ajiri-6224	154	30	field	field	NOUN
ajiri-6224	154	31	of	of	ADP
ajiri-6224	154	32	cybersecurity	cybersecurity	NOUN
ajiri-6224	154	33	.	.	PUNCT
ajiri-6224	155	1	organizations	organization	NOUN
ajiri-6224	155	2	’	'	PUNCT
ajiri-6224	155	3	can	can	AUX
ajiri-6224	155	4	re	re	VERB
ajiri-6224	155	5	-	-	VERB
ajiri-6224	155	6	align	align	VERB
ajiri-6224	155	7	their	their	PRON
ajiri-6224	155	8	deface	deface	NOUN
ajiri-6224	155	9	position	position	NOUN
ajiri-6224	155	10	by	by	ADP
ajiri-6224	155	11	making	make	VERB
ajiri-6224	155	12	the	the	DET
ajiri-6224	155	13	retrospective	retrospective	ADJ
ajiri-6224	155	14	method	method	NOUN
ajiri-6224	155	15	of	of	ADP
ajiri-6224	155	16	detecting	detect	VERB
ajiri-6224	155	17	less	less	ADV
ajiri-6224	155	18	vital	vital	ADJ
ajiri-6224	155	19	to	to	ADP
ajiri-6224	155	20	more	more	ADJ
ajiri-6224	155	21	concern	concern	NOUN
ajiri-6224	155	22	with	with	ADP
ajiri-6224	155	23	the	the	DET
ajiri-6224	155	24	prepetition	prepetition	NOUN
ajiri-6224	155	25	of	of	ADP
ajiri-6224	155	26	the	the	DET
ajiri-6224	155	27	threats	threat	NOUN
ajiri-6224	155	28	which	which	PRON
ajiri-6224	155	29	are	be	AUX
ajiri-6224	155	30	in	in	ADP
ajiri-6224	155	31	line	line	NOUN
ajiri-6224	155	32	with	with	ADP
ajiri-6224	155	33	the	the	DET
ajiri-6224	155	34	current	current	ADJ
ajiri-6224	155	35	threats	threat	NOUN
ajiri-6224	155	36	.	.	PUNCT
ajiri-6224	156	1	this	this	DET
ajiri-6224	156	2	implication	implication	NOUN
ajiri-6224	156	3	is	be	AUX
ajiri-6224	156	4	pa	pa	PROPN
ajiri-6224	156	5	ge	ge	PROPN
ajiri-6224	156	6	88	88	NUM
ajiri-6224	156	7	https://journals.e-palli.com/home/index.php/ajiri	https://journals.e-palli.com/home/index.php/ajiri	PROPN
ajiri-6224	156	8	am	be	AUX
ajiri-6224	156	9	.	.	PUNCT
ajiri-6224	157	1	j.	j.	PROPN
ajiri-6224	157	2	interdiscip	interdiscip	PROPN
ajiri-6224	157	3	.	.	PUNCT
ajiri-6224	158	1	res	re	NOUN
ajiri-6224	158	2	.	.	PUNCT
ajiri-6224	159	1	innov	innov	PROPN
ajiri-6224	159	2	.	.	PUNCT
ajiri-6224	160	1	4(3	4(3	NUM
ajiri-6224	160	2	)	)	PUNCT
ajiri-6224	160	3	82	82	NUM
ajiri-6224	160	4	-	-	SYM
ajiri-6224	160	5	90	90	NUM
ajiri-6224	160	6	2025	2025	NUM
ajiri-6224	160	7	broader	broad	ADJ
ajiri-6224	160	8	than	than	ADP
ajiri-6224	160	9	that	that	PRON
ajiri-6224	160	10	of	of	ADP
ajiri-6224	160	11	an	an	DET
ajiri-6224	160	12	individual	individual	ADJ
ajiri-6224	160	13	enterprise	enterprise	NOUN
ajiri-6224	160	14	to	to	ADP
ajiri-6224	160	15	a	a	DET
ajiri-6224	160	16	critical	critical	ADJ
ajiri-6224	160	17	national	national	ADJ
ajiri-6224	160	18	infrastructure	infrastructure	NOUN
ajiri-6224	160	19	where	where	SCONJ
ajiri-6224	160	20	insider	insider	NOUN
ajiri-6224	160	21	risks	risk	NOUN
ajiri-6224	160	22	may	may	AUX
ajiri-6224	160	23	affect	affect	VERB
ajiri-6224	160	24	the	the	DET
ajiri-6224	160	25	safety	safety	NOUN
ajiri-6224	160	26	of	of	ADP
ajiri-6224	160	27	the	the	DET
ajiri-6224	160	28	general	general	ADJ
ajiri-6224	160	29	population	population	NOUN
ajiri-6224	160	30	and	and	CCONJ
ajiri-6224	160	31	stability	stability	NOUN
ajiri-6224	160	32	of	of	ADP
ajiri-6224	160	33	the	the	DET
ajiri-6224	160	34	economy	economy	NOUN
ajiri-6224	160	35	.	.	PUNCT
ajiri-6224	161	1	in	in	ADP
ajiri-6224	161	2	the	the	DET
ajiri-6224	161	3	meantime	meantime	NOUN
ajiri-6224	161	4	,	,	PUNCT
ajiri-6224	161	5	the	the	DET
ajiri-6224	161	6	predictive	predictive	ADJ
ajiri-6224	161	7	methodologies	methodology	NOUN
ajiri-6224	161	8	are	be	AUX
ajiri-6224	161	9	supposed	suppose	VERB
ajiri-6224	161	10	to	to	PART
ajiri-6224	161	11	be	be	AUX
ajiri-6224	161	12	adaptable	adaptable	ADJ
ajiri-6224	161	13	to	to	ADP
ajiri-6224	161	14	emerging	emerge	VERB
ajiri-6224	161	15	technologies	technology	NOUN
ajiri-6224	161	16	,	,	PUNCT
ajiri-6224	161	17	i.e.	i.e.	X
ajiri-6224	161	18	the	the	DET
ajiri-6224	161	19	incorporation	incorporation	NOUN
ajiri-6224	161	20	of	of	ADP
ajiri-6224	161	21	biometric	biometric	ADJ
ajiri-6224	161	22	signals	signal	NOUN
ajiri-6224	161	23	or	or	CCONJ
ajiri-6224	161	24	federated	federated	ADJ
ajiri-6224	161	25	learning	learning	NOUN
ajiri-6224	161	26	models	model	NOUN
ajiri-6224	161	27	,	,	PUNCT
ajiri-6224	161	28	which	which	PRON
ajiri-6224	161	29	might	might	AUX
ajiri-6224	161	30	make	make	VERB
ajiri-6224	161	31	it	it	PRON
ajiri-6224	161	32	less	less	ADV
ajiri-6224	161	33	private	private	ADJ
ajiri-6224	161	34	and	and	CCONJ
ajiri-6224	161	35	less	less	ADV
ajiri-6224	161	36	predictive	predictive	ADJ
ajiri-6224	161	37	.	.	PUNCT
ajiri-6224	162	1	results	result	NOUN
ajiri-6224	162	2	and	and	CCONJ
ajiri-6224	162	3	discussion	discussion	NOUN
ajiri-6224	162	4	synthesis	synthesis	NOUN
ajiri-6224	162	5	the	the	DET
ajiri-6224	162	6	conceptual	conceptual	ADJ
ajiri-6224	162	7	findings	finding	NOUN
ajiri-6224	162	8	demonstrate	demonstrate	VERB
ajiri-6224	162	9	that	that	SCONJ
ajiri-6224	162	10	multimodal	multimodal	NOUN
ajiri-6224	162	11	data	datum	NOUN
ajiri-6224	162	12	combination	combination	NOUN
ajiri-6224	162	13	and	and	CCONJ
ajiri-6224	162	14	predictive	predictive	ADJ
ajiri-6224	162	15	analytics	analytic	NOUN
ajiri-6224	162	16	yield	yield	VERB
ajiri-6224	162	17	important	important	ADJ
ajiri-6224	162	18	improvements	improvement	NOUN
ajiri-6224	162	19	in	in	ADP
ajiri-6224	162	20	the	the	DET
ajiri-6224	162	21	accuracy	accuracy	NOUN
ajiri-6224	162	22	,	,	PUNCT
ajiri-6224	162	23	operational	operational	ADJ
ajiri-6224	162	24	viability	viability	NOUN
ajiri-6224	162	25	and	and	CCONJ
ajiri-6224	162	26	organisational	organisational	ADJ
ajiri-6224	162	27	sustainability	sustainability	NOUN
ajiri-6224	162	28	in	in	ADP
ajiri-6224	162	29	contrast	contrast	NOUN
ajiri-6224	162	30	to	to	ADP
ajiri-6224	162	31	the	the	DET
ajiri-6224	162	32	traditional	traditional	ADJ
ajiri-6224	162	33	system	system	NOUN
ajiri-6224	162	34	of	of	ADP
ajiri-6224	162	35	insider	insider	NOUN
ajiri-6224	162	36	threat	threat	NOUN
ajiri-6224	162	37	detection	detection	NOUN
ajiri-6224	162	38	.	.	PUNCT
ajiri-6224	163	1	nevertheless	nevertheless	ADV
ajiri-6224	163	2	,	,	PUNCT
ajiri-6224	163	3	scalability	scalability	NOUN
ajiri-6224	163	4	,	,	PUNCT
ajiri-6224	163	5	interpretability	interpretability	NOUN
ajiri-6224	163	6	,	,	PUNCT
ajiri-6224	163	7	and	and	CCONJ
ajiri-6224	163	8	ethical	ethical	ADJ
ajiri-6224	163	9	governance	governance	NOUN
ajiri-6224	163	10	problems	problem	NOUN
ajiri-6224	163	11	are	be	AUX
ajiri-6224	163	12	also	also	ADV
ajiri-6224	163	13	raised	raise	VERB
ajiri-6224	163	14	by	by	ADP
ajiri-6224	163	15	the	the	DET
ajiri-6224	163	16	consequences	consequence	NOUN
ajiri-6224	163	17	.	.	PUNCT
ajiri-6224	164	1	it	it	PRON
ajiri-6224	164	2	has	have	AUX
ajiri-6224	164	3	been	be	AUX
ajiri-6224	164	4	established	establish	VERB
ajiri-6224	164	5	in	in	ADP
ajiri-6224	164	6	the	the	DET
ajiri-6224	164	7	discussion	discussion	NOUN
ajiri-6224	164	8	that	that	SCONJ
ajiri-6224	164	9	though	though	SCONJ
ajiri-6224	164	10	predictive	predictive	ADJ
ajiri-6224	164	11	frameworks	framework	NOUN
ajiri-6224	164	12	have	have	VERB
ajiri-6224	164	13	a	a	DET
ajiri-6224	164	14	promise	promise	NOUN
ajiri-6224	164	15	of	of	ADP
ajiri-6224	164	16	transformational	transformational	ADJ
ajiri-6224	164	17	effect	effect	NOUN
ajiri-6224	164	18	,	,	PUNCT
ajiri-6224	164	19	their	their	PRON
ajiri-6224	164	20	successful	successful	ADJ
ajiri-6224	164	21	implementation	implementation	NOUN
ajiri-6224	164	22	should	should	AUX
ajiri-6224	164	23	be	be	AUX
ajiri-6224	164	24	founded	found	VERB
ajiri-6224	164	25	on	on	ADP
ajiri-6224	164	26	deliberated	deliberate	VERB
ajiri-6224	164	27	governance	governance	NOUN
ajiri-6224	164	28	constructs	construct	NOUN
ajiri-6224	164	29	,	,	PUNCT
ajiri-6224	164	30	sustained	sustain	VERB
ajiri-6224	164	31	technological	technological	ADJ
ajiri-6224	164	32	investment	investment	NOUN
ajiri-6224	164	33	,	,	PUNCT
ajiri-6224	164	34	and	and	CCONJ
ajiri-6224	164	35	progressive	progressive	ADJ
ajiri-6224	164	36	process	process	NOUN
ajiri-6224	164	37	of	of	ADP
ajiri-6224	164	38	development	development	NOUN
ajiri-6224	164	39	through	through	ADP
ajiri-6224	164	40	adaptive	adaptive	ADJ
ajiri-6224	164	41	feedback	feedback	NOUN
ajiri-6224	164	42	.	.	PUNCT
ajiri-6224	165	1	the	the	DET
ajiri-6224	165	2	findings	finding	NOUN
ajiri-6224	165	3	provide	provide	VERB
ajiri-6224	165	4	the	the	DET
ajiri-6224	165	5	foundation	foundation	NOUN
ajiri-6224	165	6	of	of	ADP
ajiri-6224	165	7	considering	consider	VERB
ajiri-6224	165	8	the	the	DET
ajiri-6224	165	9	limitations	limitation	NOUN
ajiri-6224	165	10	and	and	CCONJ
ajiri-6224	165	11	the	the	DET
ajiri-6224	165	12	future	future	ADJ
ajiri-6224	165	13	paths	path	NOUN
ajiri-6224	165	14	that	that	PRON
ajiri-6224	165	15	these	these	DET
ajiri-6224	165	16	findings	finding	NOUN
ajiri-6224	165	17	can	can	AUX
ajiri-6224	165	18	be	be	AUX
ajiri-6224	165	19	developed	develop	VERB
ajiri-6224	165	20	to	to	ADP
ajiri-6224	165	21	,	,	PUNCT
ajiri-6224	165	22	so	so	SCONJ
ajiri-6224	165	23	that	that	SCONJ
ajiri-6224	165	24	predictive	predictive	ADJ
ajiri-6224	165	25	analytics	analytic	NOUN
ajiri-6224	165	26	can	can	AUX
ajiri-6224	165	27	be	be	AUX
ajiri-6224	165	28	an	an	DET
ajiri-6224	165	29	organisational	organisational	ADJ
ajiri-6224	165	30	and	and	CCONJ
ajiri-6224	165	31	technological	technological	ADJ
ajiri-6224	165	32	innovation	innovation	NOUN
ajiri-6224	165	33	.	.	PUNCT
ajiri-6224	166	1	limitations	limitation	NOUN
ajiri-6224	166	2	and	and	CCONJ
ajiri-6224	166	3	future	future	ADJ
ajiri-6224	166	4	directions	direction	NOUN
ajiri-6224	166	5	methodological	methodological	ADJ
ajiri-6224	166	6	constraints	constraint	NOUN
ajiri-6224	166	7	despite	despite	SCONJ
ajiri-6224	166	8	the	the	DET
ajiri-6224	166	9	huge	huge	ADJ
ajiri-6224	166	10	potential	potential	NOUN
ajiri-6224	166	11	of	of	ADP
ajiri-6224	166	12	multimodal	multimodal	ADJ
ajiri-6224	166	13	predictive	predictive	ADJ
ajiri-6224	166	14	analytics	analytic	NOUN
ajiri-6224	166	15	,	,	PUNCT
ajiri-6224	166	16	there	there	PRON
ajiri-6224	166	17	are	be	VERB
ajiri-6224	166	18	still	still	ADV
ajiri-6224	166	19	various	various	ADJ
ajiri-6224	166	20	methodological	methodological	ADJ
ajiri-6224	166	21	limitations	limitation	NOUN
ajiri-6224	166	22	.	.	PUNCT
ajiri-6224	167	1	the	the	DET
ajiri-6224	167	2	quality	quality	NOUN
ajiri-6224	167	3	and	and	CCONJ
ajiri-6224	167	4	reliability	reliability	NOUN
ajiri-6224	167	5	of	of	ADP
ajiri-6224	167	6	the	the	DET
ajiri-6224	167	7	results	result	NOUN
ajiri-6224	167	8	is	be	AUX
ajiri-6224	167	9	reliant	reliant	ADJ
ajiri-6224	167	10	on	on	ADP
ajiri-6224	167	11	the	the	DET
ajiri-6224	167	12	availability	availability	NOUN
ajiri-6224	167	13	of	of	ADP
ajiri-6224	167	14	full	full	ADJ
ajiri-6224	167	15	datasets	dataset	NOUN
ajiri-6224	167	16	that	that	PRON
ajiri-6224	167	17	adequately	adequately	ADV
ajiri-6224	167	18	model	model	VERB
ajiri-6224	167	19	both	both	CCONJ
ajiri-6224	167	20	normal	normal	ADJ
ajiri-6224	167	21	and	and	CCONJ
ajiri-6224	167	22	unknown	unknown	ADJ
ajiri-6224	167	23	behaviours	behaviour	NOUN
ajiri-6224	167	24	.	.	PUNCT
ajiri-6224	168	1	in	in	ADP
ajiri-6224	168	2	practice	practice	NOUN
ajiri-6224	168	3	,	,	PUNCT
ajiri-6224	168	4	the	the	DET
ajiri-6224	168	5	number	number	NOUN
ajiri-6224	168	6	of	of	ADP
ajiri-6224	168	7	examples	example	NOUN
ajiri-6224	168	8	of	of	ADP
ajiri-6224	168	9	insider	insider	NOUN
ajiri-6224	168	10	events	event	NOUN
ajiri-6224	168	11	is	be	AUX
ajiri-6224	168	12	difficult	difficult	ADJ
ajiri-6224	168	13	to	to	PART
ajiri-6224	168	14	accumulate	accumulate	VERB
ajiri-6224	168	15	,	,	PUNCT
ajiri-6224	168	16	as	as	SCONJ
ajiri-6224	168	17	they	they	PRON
ajiri-6224	168	18	are	be	AUX
ajiri-6224	168	19	not	not	PART
ajiri-6224	168	20	numerous	numerous	ADJ
ajiri-6224	168	21	,	,	PUNCT
ajiri-6224	168	22	and	and	CCONJ
ajiri-6224	168	23	in	in	ADP
ajiri-6224	168	24	many	many	ADJ
ajiri-6224	168	25	cases	case	NOUN
ajiri-6224	168	26	,	,	PUNCT
ajiri-6224	168	27	they	they	PRON
ajiri-6224	168	28	go	go	VERB
ajiri-6224	168	29	unreported	unreported	ADJ
ajiri-6224	168	30	due	due	ADP
ajiri-6224	168	31	to	to	ADP
ajiri-6224	168	32	reputational	reputational	ADJ
ajiri-6224	168	33	or	or	CCONJ
ajiri-6224	168	34	legal	legal	ADJ
ajiri-6224	168	35	concerns	concern	NOUN
ajiri-6224	168	36	.	.	PUNCT
ajiri-6224	169	1	this	this	DET
ajiri-6224	169	2	scarcity	scarcity	NOUN
ajiri-6224	169	3	leads	lead	VERB
ajiri-6224	169	4	to	to	ADP
ajiri-6224	169	5	an	an	DET
ajiri-6224	169	6	unequal	unequal	ADJ
ajiri-6224	169	7	distribution	distribution	NOUN
ajiri-6224	169	8	of	of	ADP
ajiri-6224	169	9	classes	class	NOUN
ajiri-6224	169	10	in	in	ADP
ajiri-6224	169	11	training	training	NOUN
ajiri-6224	169	12	data	datum	NOUN
ajiri-6224	169	13	thereby	thereby	ADV
ajiri-6224	169	14	undermining	undermine	VERB
ajiri-6224	169	15	machine	machine	NOUN
ajiri-6224	169	16	learning	learning	NOUN
ajiri-6224	169	17	models	model	NOUN
ajiri-6224	169	18	.	.	PUNCT
ajiri-6224	170	1	moreover	moreover	ADV
ajiri-6224	170	2	,	,	PUNCT
ajiri-6224	170	3	cleaning	cleaning	NOUN
ajiri-6224	170	4	,	,	PUNCT
ajiri-6224	170	5	normalising	normalising	ADJ
ajiri-6224	170	6	,	,	PUNCT
ajiri-6224	170	7	and	and	CCONJ
ajiri-6224	170	8	feature	feature	NOUN
ajiri-6224	170	9	engineering	engineering	NOUN
ajiri-6224	170	10	of	of	ADP
ajiri-6224	170	11	data	datum	NOUN
ajiri-6224	170	12	requires	require	VERB
ajiri-6224	170	13	a	a	DET
ajiri-6224	170	14	lot	lot	NOUN
ajiri-6224	170	15	of	of	ADP
ajiri-6224	170	16	resources	resource	NOUN
ajiri-6224	170	17	as	as	ADP
ajiri-6224	170	18	pre	pre	ADJ
ajiri-6224	170	19	-	-	ADJ
ajiri-6224	170	20	processing	processing	ADJ
ajiri-6224	170	21	steps	step	NOUN
ajiri-6224	170	22	,	,	PUNCT
ajiri-6224	170	23	and	and	CCONJ
ajiri-6224	170	24	a	a	DET
ajiri-6224	170	25	single	single	ADJ
ajiri-6224	170	26	oversight	oversight	NOUN
ajiri-6224	170	27	of	of	ADP
ajiri-6224	170	28	the	the	DET
ajiri-6224	170	29	pre	pre	ADJ
ajiri-6224	170	30	-	-	ADJ
ajiri-6224	170	31	processing	processing	ADJ
ajiri-6224	170	32	steps	step	NOUN
ajiri-6224	170	33	is	be	AUX
ajiri-6224	170	34	likely	likely	ADJ
ajiri-6224	170	35	to	to	PART
ajiri-6224	170	36	become	become	AUX
ajiri-6224	170	37	propagated	propagate	VERB
ajiri-6224	170	38	into	into	ADP
ajiri-6224	170	39	faulty	faulty	ADJ
ajiri-6224	170	40	risk	risk	NOUN
ajiri-6224	170	41	forecasting	forecasting	NOUN
ajiri-6224	170	42	.	.	PUNCT
ajiri-6224	171	1	computational	computational	ADJ
ajiri-6224	171	2	and	and	CCONJ
ajiri-6224	171	3	scalability	scalability	NOUN
ajiri-6224	171	4	problems	problem	NOUN
ajiri-6224	171	5	the	the	DET
ajiri-6224	171	6	second	second	ADJ
ajiri-6224	171	7	weakness	weakness	NOUN
ajiri-6224	171	8	is	be	AUX
ajiri-6224	171	9	that	that	SCONJ
ajiri-6224	171	10	working	work	VERB
ajiri-6224	171	11	with	with	ADP
ajiri-6224	171	12	multimodal	multimodal	ADJ
ajiri-6224	171	13	data	datum	NOUN
ajiri-6224	171	14	on	on	ADP
ajiri-6224	171	15	a	a	DET
ajiri-6224	171	16	large	large	ADJ
ajiri-6224	171	17	scale	scale	NOUN
ajiri-6224	171	18	has	have	VERB
ajiri-6224	171	19	computational	computational	ADJ
ajiri-6224	171	20	demands	demand	NOUN
ajiri-6224	171	21	.	.	PUNCT
ajiri-6224	172	1	organisations	organisation	NOUN
ajiri-6224	172	2	generate	generate	VERB
ajiri-6224	172	3	vast	vast	ADJ
ajiri-6224	172	4	volumes	volume	NOUN
ajiri-6224	172	5	of	of	ADP
ajiri-6224	172	6	log	log	NOUN
ajiri-6224	172	7	records	record	NOUN
ajiri-6224	172	8	,	,	PUNCT
ajiri-6224	172	9	behavioral	behavioral	ADJ
ajiri-6224	172	10	measures	measure	NOUN
ajiri-6224	172	11	and	and	CCONJ
ajiri-6224	172	12	physical	physical	ADJ
ajiri-6224	172	13	access	access	NOUN
ajiri-6224	172	14	information	information	NOUN
ajiri-6224	172	15	on	on	ADP
ajiri-6224	172	16	a	a	DET
ajiri-6224	172	17	daily	daily	ADJ
ajiri-6224	172	18	basis	basis	NOUN
ajiri-6224	172	19	.	.	PUNCT
ajiri-6224	173	1	they	they	PRON
ajiri-6224	173	2	may	may	AUX
ajiri-6224	173	3	be	be	AUX
ajiri-6224	173	4	intensive	intensive	ADJ
ajiri-6224	173	5	of	of	ADP
ajiri-6224	173	6	processing	processing	NOUN
ajiri-6224	173	7	,	,	PUNCT
ajiri-6224	173	8	sophisticated	sophisticated	ADJ
ajiri-6224	173	9	storage	storage	NOUN
ajiri-6224	173	10	structures	structure	NOUN
ajiri-6224	173	11	and	and	CCONJ
ajiri-6224	173	12	exclusive	exclusive	ADJ
ajiri-6224	173	13	algorithms	algorithm	NOUN
ajiri-6224	173	14	to	to	PART
ajiri-6224	173	15	accomplish	accomplish	VERB
ajiri-6224	173	16	them	they	PRON
ajiri-6224	173	17	in	in	ADP
ajiri-6224	173	18	real	real	ADJ
ajiri-6224	173	19	time	time	NOUN
ajiri-6224	173	20	to	to	PART
ajiri-6224	173	21	handle	handle	VERB
ajiri-6224	173	22	the	the	DET
ajiri-6224	173	23	high	high	ADJ
ajiri-6224	173	24	-	-	PUNCT
ajiri-6224	173	25	speed	speed	NOUN
ajiri-6224	173	26	streams	stream	NOUN
ajiri-6224	173	27	.	.	PUNCT
ajiri-6224	174	1	cloud	cloud	ADJ
ajiri-6224	174	2	infrastructures	infrastructure	NOUN
ajiri-6224	174	3	and	and	CCONJ
ajiri-6224	174	4	distributed	distributed	ADJ
ajiri-6224	174	5	systems	system	NOUN
ajiri-6224	174	6	,	,	PUNCT
ajiri-6224	174	7	although	although	SCONJ
ajiri-6224	174	8	they	they	PRON
ajiri-6224	174	9	may	may	AUX
ajiri-6224	174	10	hold	hold	VERB
ajiri-6224	174	11	some	some	DET
ajiri-6224	174	12	potential	potential	ADJ
ajiri-6224	174	13	solutions	solution	NOUN
ajiri-6224	174	14	,	,	PUNCT
ajiri-6224	174	15	also	also	ADV
ajiri-6224	174	16	introduce	introduce	VERB
ajiri-6224	174	17	other	other	ADJ
ajiri-6224	174	18	threats	threat	NOUN
ajiri-6224	174	19	,	,	PUNCT
ajiri-6224	174	20	including	include	VERB
ajiri-6224	174	21	the	the	DET
ajiri-6224	174	22	dependency	dependency	NOUN
ajiri-6224	174	23	on	on	ADP
ajiri-6224	174	24	the	the	DET
ajiri-6224	174	25	services	service	NOUN
ajiri-6224	174	26	of	of	ADP
ajiri-6224	174	27	the	the	DET
ajiri-6224	174	28	external	external	ADJ
ajiri-6224	174	29	provider	provider	NOUN
ajiri-6224	174	30	and	and	CCONJ
ajiri-6224	174	31	vulnerability	vulnerability	NOUN
ajiri-6224	174	32	to	to	ADP
ajiri-6224	174	33	the	the	DET
ajiri-6224	174	34	attacks	attack	NOUN
ajiri-6224	174	35	on	on	ADP
ajiri-6224	174	36	the	the	DET
ajiri-6224	174	37	cloud	cloud	NOUN
ajiri-6224	174	38	.	.	PUNCT
ajiri-6224	175	1	scalability	scalability	NOUN
ajiri-6224	175	2	has	have	AUX
ajiri-6224	175	3	equally	equally	ADV
ajiri-6224	175	4	been	be	AUX
ajiri-6224	175	5	a	a	DET
ajiri-6224	175	6	thorn	thorn	NOUN
ajiri-6224	175	7	in	in	ADP
ajiri-6224	175	8	the	the	DET
ajiri-6224	175	9	flesh	flesh	NOUN
ajiri-6224	175	10	as	as	ADP
ajiri-6224	175	11	not	not	PART
ajiri-6224	175	12	every	every	DET
ajiri-6224	175	13	organisations	organisation	NOUN
ajiri-6224	175	14	particularly	particularly	ADV
ajiri-6224	175	15	the	the	DET
ajiri-6224	175	16	small	small	ADJ
ajiri-6224	175	17	medium	medium	ADJ
ajiri-6224	175	18	sized	sized	ADJ
ajiri-6224	175	19	enterprises	enterprise	NOUN
ajiri-6224	175	20	can	can	AUX
ajiri-6224	175	21	have	have	VERB
ajiri-6224	175	22	the	the	DET
ajiri-6224	175	23	technical	technical	ADJ
ajiri-6224	175	24	and	and	CCONJ
ajiri-6224	175	25	financial	financial	ADJ
ajiri-6224	175	26	capacity	capacity	NOUN
ajiri-6224	175	27	to	to	PART
ajiri-6224	175	28	implement	implement	VERB
ajiri-6224	175	29	such	such	ADJ
ajiri-6224	175	30	intricate	intricate	ADJ
ajiri-6224	175	31	arrangements	arrangement	NOUN
ajiri-6224	175	32	effectively	effectively	ADV
ajiri-6224	175	33	.	.	PUNCT
ajiri-6224	176	1	ethics	ethic	NOUN
ajiri-6224	176	2	and	and	CCONJ
ajiri-6224	176	3	privacy	privacy	NOUN
ajiri-6224	176	4	issues	issue	NOUN
ajiri-6224	176	5	the	the	DET
ajiri-6224	176	6	adoption	adoption	NOUN
ajiri-6224	176	7	of	of	ADP
ajiri-6224	176	8	predictive	predictive	ADJ
ajiri-6224	176	9	analytics	analytic	NOUN
ajiri-6224	176	10	in	in	ADP
ajiri-6224	176	11	the	the	DET
ajiri-6224	176	12	detection	detection	NOUN
ajiri-6224	176	13	of	of	ADP
ajiri-6224	176	14	insider	insider	NOUN
ajiri-6224	176	15	threats	threat	NOUN
ajiri-6224	176	16	is	be	AUX
ajiri-6224	176	17	not	not	PART
ajiri-6224	176	18	decided	decide	VERB
ajiri-6224	176	19	in	in	ADP
ajiri-6224	176	20	terms	term	NOUN
ajiri-6224	176	21	of	of	ADP
ajiri-6224	176	22	ethical	ethical	ADJ
ajiri-6224	176	23	dilemmas	dilemma	NOUN
ajiri-6224	176	24	,	,	PUNCT
ajiri-6224	176	25	either	either	ADV
ajiri-6224	176	26	.	.	PUNCT
ajiri-6224	177	1	monitoring	monitor	VERB
ajiri-6224	177	2	the	the	DET
ajiri-6224	177	3	user	user	NOUN
ajiri-6224	177	4	behaviour	behaviour	NOUN
ajiri-6224	177	5	,	,	PUNCT
ajiri-6224	177	6	communication	communication	NOUN
ajiri-6224	177	7	style	style	NOUN
ajiri-6224	177	8	and	and	CCONJ
ajiri-6224	177	9	physical	physical	ADJ
ajiri-6224	177	10	activities	activity	NOUN
ajiri-6224	177	11	can	can	AUX
ajiri-6224	177	12	be	be	AUX
ajiri-6224	177	13	considered	consider	VERB
ajiri-6224	177	14	intrusive	intrusive	ADJ
ajiri-6224	177	15	and	and	CCONJ
ajiri-6224	177	16	can	can	AUX
ajiri-6224	177	17	harm	harm	VERB
ajiri-6224	177	18	the	the	DET
ajiri-6224	177	19	trust	trust	NOUN
ajiri-6224	177	20	between	between	ADP
ajiri-6224	177	21	the	the	DET
ajiri-6224	177	22	organisations	organisation	NOUN
ajiri-6224	177	23	and	and	CCONJ
ajiri-6224	177	24	the	the	DET
ajiri-6224	177	25	employees	employee	NOUN
ajiri-6224	177	26	.	.	PUNCT
ajiri-6224	178	1	the	the	DET
ajiri-6224	178	2	perception	perception	NOUN
ajiri-6224	178	3	of	of	ADP
ajiri-6224	178	4	constant	constant	ADJ
ajiri-6224	178	5	monitoring	monitoring	NOUN
ajiri-6224	178	6	may	may	AUX
ajiri-6224	178	7	be	be	AUX
ajiri-6224	178	8	a	a	DET
ajiri-6224	178	9	barrier	barrier	NOUN
ajiri-6224	178	10	to	to	ADP
ajiri-6224	178	11	implementation	implementation	NOUN
ajiri-6224	178	12	,	,	PUNCT
ajiri-6224	178	13	even	even	ADV
ajiri-6224	178	14	where	where	SCONJ
ajiri-6224	178	15	the	the	DET
ajiri-6224	178	16	employment	employment	NOUN
ajiri-6224	178	17	contracts	contract	NOUN
ajiri-6224	178	18	are	be	AUX
ajiri-6224	178	19	implied	imply	VERB
ajiri-6224	178	20	consent	consent	NOUN
ajiri-6224	178	21	.	.	PUNCT
ajiri-6224	179	1	moreover	moreover	ADV
ajiri-6224	179	2	,	,	PUNCT
ajiri-6224	179	3	predictive	predictive	ADJ
ajiri-6224	179	4	models	model	NOUN
ajiri-6224	179	5	would	would	AUX
ajiri-6224	179	6	be	be	AUX
ajiri-6224	179	7	prone	prone	ADJ
ajiri-6224	179	8	to	to	ADP
ajiri-6224	179	9	making	make	VERB
ajiri-6224	179	10	biases	bias	NOUN
ajiri-6224	179	11	particularly	particularly	ADV
ajiri-6224	179	12	when	when	SCONJ
ajiri-6224	179	13	training	training	NOUN
ajiri-6224	179	14	data	datum	NOUN
ajiri-6224	179	15	show	show	NOUN
ajiri-6224	179	16	inequalities	inequality	NOUN
ajiri-6224	179	17	or	or	CCONJ
ajiri-6224	179	18	miscategorisations	miscategorisation	NOUN
ajiri-6224	179	19	that	that	PRON
ajiri-6224	179	20	occurred	occur	VERB
ajiri-6224	179	21	in	in	ADP
ajiri-6224	179	22	the	the	DET
ajiri-6224	179	23	past	past	NOUN
ajiri-6224	179	24	.	.	PUNCT
ajiri-6224	180	1	these	these	DET
ajiri-6224	180	2	ethical	ethical	ADJ
ajiri-6224	180	3	limitations	limitation	NOUN
ajiri-6224	180	4	underscore	underscore	VERB
ajiri-6224	180	5	the	the	DET
ajiri-6224	180	6	topicality	topicality	NOUN
ajiri-6224	180	7	of	of	ADP
ajiri-6224	180	8	open	open	ADJ
ajiri-6224	180	9	governance	governance	NOUN
ajiri-6224	180	10	,	,	PUNCT
ajiri-6224	180	11	algorithms	algorithm	NOUN
ajiri-6224	180	12	that	that	PRON
ajiri-6224	180	13	take	take	VERB
ajiri-6224	180	14	into	into	ADP
ajiri-6224	180	15	account	account	NOUN
ajiri-6224	180	16	the	the	DET
ajiri-6224	180	17	concept	concept	NOUN
ajiri-6224	180	18	of	of	ADP
ajiri-6224	180	19	fairness	fairness	NOUN
ajiri-6224	180	20	and	and	CCONJ
ajiri-6224	180	21	continuous	continuous	ADJ
ajiri-6224	180	22	audits	audits	NOUN
ajiri-6224	180	23	to	to	PART
ajiri-6224	180	24	ensure	ensure	VERB
ajiri-6224	180	25	that	that	SCONJ
ajiri-6224	180	26	predictive	predictive	ADJ
ajiri-6224	180	27	models	model	NOUN
ajiri-6224	180	28	protect	protect	VERB
ajiri-6224	180	29	the	the	DET
ajiri-6224	180	30	organisational	organisational	ADJ
ajiri-6224	180	31	resources	resource	NOUN
ajiri-6224	180	32	along	along	ADP
ajiri-6224	180	33	with	with	ADP
ajiri-6224	180	34	the	the	DET
ajiri-6224	180	35	rights	right	NOUN
ajiri-6224	180	36	of	of	ADP
ajiri-6224	180	37	the	the	DET
ajiri-6224	180	38	employees	employee	NOUN
ajiri-6224	180	39	.	.	PUNCT
ajiri-6224	181	1	interpretability	interpretability	NOUN
ajiri-6224	181	2	and	and	CCONJ
ajiri-6224	181	3	accountability	accountability	NOUN
ajiri-6224	181	4	one	one	NUM
ajiri-6224	181	5	of	of	ADP
ajiri-6224	181	6	these	these	DET
ajiri-6224	181	7	weaknesses	weakness	NOUN
ajiri-6224	181	8	that	that	PRON
ajiri-6224	181	9	is	be	AUX
ajiri-6224	181	10	closely	closely	ADV
ajiri-6224	181	11	associated	associate	VERB
ajiri-6224	181	12	with	with	ADP
ajiri-6224	181	13	the	the	DET
ajiri-6224	181	14	issue	issue	NOUN
ajiri-6224	181	15	of	of	ADP
ajiri-6224	181	16	ethics	ethic	NOUN
ajiri-6224	181	17	is	be	AUX
ajiri-6224	181	18	the	the	DET
ajiri-6224	181	19	problem	problem	NOUN
ajiri-6224	181	20	of	of	ADP
ajiri-6224	181	21	interpretability	interpretability	NOUN
ajiri-6224	181	22	of	of	ADP
ajiri-6224	181	23	the	the	DET
ajiri-6224	181	24	model	model	NOUN
ajiri-6224	181	25	.	.	PUNCT
ajiri-6224	182	1	complex	complex	ADJ
ajiri-6224	182	2	algorithms	algorithm	NOUN
ajiri-6224	182	3	especially	especially	ADV
ajiri-6224	182	4	those	those	PRON
ajiri-6224	182	5	built	build	VERB
ajiri-6224	182	6	using	use	VERB
ajiri-6224	182	7	a	a	DET
ajiri-6224	182	8	deep	deep	ADJ
ajiri-6224	182	9	learning	learning	NOUN
ajiri-6224	182	10	architecture	architecture	NOUN
ajiri-6224	182	11	or	or	CCONJ
ajiri-6224	182	12	an	an	DET
ajiri-6224	182	13	ensemble	ensemble	ADJ
ajiri-6224	182	14	architecture	architecture	NOUN
ajiri-6224	182	15	can	can	AUX
ajiri-6224	182	16	be	be	AUX
ajiri-6224	182	17	a	a	DET
ajiri-6224	182	18	black	black	ADJ
ajiri-6224	182	19	box	box	NOUN
ajiri-6224	182	20	,	,	PUNCT
ajiri-6224	182	21	the	the	DET
ajiri-6224	182	22	outputs	output	NOUN
ajiri-6224	182	23	of	of	ADP
ajiri-6224	182	24	which	which	PRON
ajiri-6224	182	25	can	can	AUX
ajiri-6224	182	26	not	not	PART
ajiri-6224	182	27	be	be	AUX
ajiri-6224	182	28	described	describe	VERB
ajiri-6224	182	29	by	by	ADP
ajiri-6224	182	30	a	a	DET
ajiri-6224	182	31	layperson	layperson	ADJ
ajiri-6224	182	32	stakeholder	stakeholder	NOUN
ajiri-6224	182	33	.	.	PUNCT
ajiri-6224	183	1	where	where	SCONJ
ajiri-6224	183	2	predictive	predictive	ADJ
ajiri-6224	183	3	systems	system	NOUN
ajiri-6224	183	4	come	come	VERB
ajiri-6224	183	5	up	up	ADP
ajiri-6224	183	6	with	with	ADP
ajiri-6224	183	7	high	high	ADJ
ajiri-6224	183	8	-	-	PUNCT
ajiri-6224	183	9	risk	risk	NOUN
ajiri-6224	183	10	categorisations	categorisation	NOUN
ajiri-6224	183	11	which	which	PRON
ajiri-6224	183	12	have	have	VERB
ajiri-6224	183	13	consequences	consequence	NOUN
ajiri-6224	183	14	(	(	PUNCT
ajiri-6224	183	15	career	career	NOUN
ajiri-6224	183	16	/	/	SYM
ajiri-6224	183	17	reputation	reputation	NOUN
ajiri-6224	183	18	)	)	PUNCT
ajiri-6224	183	19	,	,	PUNCT
ajiri-6224	183	20	organisations	organisation	NOUN
ajiri-6224	183	21	must	must	AUX
ajiri-6224	183	22	be	be	AUX
ajiri-6224	183	23	able	able	ADJ
ajiri-6224	183	24	to	to	PART
ajiri-6224	183	25	justify	justify	VERB
ajiri-6224	183	26	it	it	PRON
ajiri-6224	183	27	with	with	ADP
ajiri-6224	183	28	justifications	justification	NOUN
ajiri-6224	183	29	which	which	PRON
ajiri-6224	183	30	are	be	AUX
ajiri-6224	183	31	backed	back	VERB
ajiri-6224	183	32	by	by	ADP
ajiri-6224	183	33	apparent	apparent	ADJ
ajiri-6224	183	34	,	,	PUNCT
ajiri-6224	183	35	auditable	auditable	ADJ
ajiri-6224	183	36	reasons	reason	NOUN
ajiri-6224	183	37	.	.	PUNCT
ajiri-6224	184	1	the	the	DET
ajiri-6224	184	2	absence	absence	NOUN
ajiri-6224	184	3	of	of	ADP
ajiri-6224	184	4	interpretability	interpretability	NOUN
ajiri-6224	184	5	would	would	AUX
ajiri-6224	184	6	undermine	undermine	VERB
ajiri-6224	184	7	accountability	accountability	NOUN
ajiri-6224	184	8	,	,	PUNCT
ajiri-6224	184	9	thereby	thereby	ADV
ajiri-6224	184	10	increasing	increase	VERB
ajiri-6224	184	11	the	the	DET
ajiri-6224	184	12	possibility	possibility	NOUN
ajiri-6224	184	13	of	of	ADP
ajiri-6224	184	14	disputes	dispute	NOUN
ajiri-6224	184	15	and	and	CCONJ
ajiri-6224	184	16	even	even	ADV
ajiri-6224	184	17	legal	legal	ADJ
ajiri-6224	184	18	issues	issue	NOUN
ajiri-6224	184	19	.	.	PUNCT
ajiri-6224	185	1	the	the	DET
ajiri-6224	185	2	future	future	ADJ
ajiri-6224	185	3	work	work	NOUN
ajiri-6224	185	4	must	must	AUX
ajiri-6224	185	5	therefore	therefore	ADV
ajiri-6224	185	6	aim	aim	VERB
ajiri-6224	185	7	at	at	ADP
ajiri-6224	185	8	developing	develop	VERB
ajiri-6224	185	9	more	more	ADV
ajiri-6224	185	10	explicable	explicable	ADJ
ajiri-6224	185	11	artificial	artificial	ADJ
ajiri-6224	185	12	intelligence	intelligence	NOUN
ajiri-6224	185	13	models	model	NOUN
ajiri-6224	185	14	that	that	PRON
ajiri-6224	185	15	may	may	AUX
ajiri-6224	185	16	produce	produce	VERB
ajiri-6224	185	17	right	right	ADJ
ajiri-6224	185	18	predictability	predictability	NOUN
ajiri-6224	185	19	in	in	ADP
ajiri-6224	185	20	addition	addition	NOUN
ajiri-6224	185	21	to	to	ADP
ajiri-6224	185	22	insight	insight	NOUN
ajiri-6224	185	23	in	in	ADP
ajiri-6224	185	24	their	their	PRON
ajiri-6224	185	25	defence	defence	NOUN
ajiri-6224	185	26	.	.	PUNCT
ajiri-6224	186	1	future	future	ADJ
ajiri-6224	186	2	research	research	NOUN
ajiri-6224	186	3	trajectories	trajectorie	VERB
ajiri-6224	186	4	the	the	DET
ajiri-6224	186	5	studies	study	NOUN
ajiri-6224	186	6	should	should	AUX
ajiri-6224	186	7	address	address	VERB
ajiri-6224	186	8	such	such	ADJ
ajiri-6224	186	9	limitations	limitation	NOUN
ajiri-6224	186	10	in	in	ADP
ajiri-6224	186	11	the	the	DET
ajiri-6224	186	12	future	future	NOUN
ajiri-6224	186	13	and	and	CCONJ
ajiri-6224	186	14	enhance	enhance	VERB
ajiri-6224	186	15	methodology	methodology	NOUN
ajiri-6224	186	16	,	,	PUNCT
ajiri-6224	186	17	technical	technical	ADJ
ajiri-6224	186	18	and	and	CCONJ
ajiri-6224	186	19	ethical	ethical	ADJ
ajiri-6224	186	20	issues	issue	NOUN
ajiri-6224	186	21	.	.	PUNCT
ajiri-6224	187	1	regarding	regard	VERB
ajiri-6224	187	2	the	the	DET
ajiri-6224	187	3	methodology	methodology	NOUN
ajiri-6224	187	4	,	,	PUNCT
ajiri-6224	187	5	there	there	PRON
ajiri-6224	187	6	is	be	VERB
ajiri-6224	187	7	the	the	DET
ajiri-6224	187	8	need	need	NOUN
ajiri-6224	187	9	to	to	PART
ajiri-6224	187	10	formulate	formulate	VERB
ajiri-6224	187	11	balanced	balanced	ADJ
ajiri-6224	187	12	datasets	dataset	NOUN
ajiri-6224	187	13	out	out	ADP
ajiri-6224	187	14	of	of	ADP
ajiri-6224	187	15	synthesizing	synthesize	VERB
ajiri-6224	187	16	simulated	simulated	ADJ
ajiri-6224	187	17	cases	case	NOUN
ajiri-6224	187	18	of	of	ADP
ajiri-6224	187	19	insider	insider	NOUN
ajiri-6224	187	20	threats	threat	NOUN
ajiri-6224	187	21	,	,	PUNCT
ajiri-6224	187	22	thereby	thereby	ADV
ajiri-6224	187	23	eliminating	eliminate	VERB
ajiri-6224	187	24	the	the	DET
ajiri-6224	187	25	constraint	constraint	NOUN
ajiri-6224	187	26	of	of	ADP
ajiri-6224	187	27	the	the	DET
ajiri-6224	187	28	real	real	ADJ
ajiri-6224	187	29	world	world	NOUN
ajiri-6224	187	30	cases	case	NOUN
ajiri-6224	187	31	.	.	PUNCT
ajiri-6224	188	1	technically	technically	ADV
ajiri-6224	188	2	speaking	speak	VERB
ajiri-6224	188	3	,	,	PUNCT
ajiri-6224	188	4	a	a	DET
ajiri-6224	188	5	comparative	comparative	ADJ
ajiri-6224	188	6	research	research	NOUN
ajiri-6224	188	7	should	should	AUX
ajiri-6224	188	8	be	be	AUX
ajiri-6224	188	9	done	do	VERB
ajiri-6224	188	10	on	on	ADP
ajiri-6224	188	11	light	light	ADJ
ajiri-6224	188	12	machine	machine	NOUN
ajiri-6224	188	13	learning	learning	NOUN
ajiri-6224	188	14	models	model	NOUN
ajiri-6224	188	15	that	that	PRON
ajiri-6224	188	16	are	be	AUX
ajiri-6224	188	17	powerful	powerful	ADJ
ajiri-6224	188	18	and	and	CCONJ
ajiri-6224	188	19	can	can	AUX
ajiri-6224	188	20	be	be	AUX
ajiri-6224	188	21	executed	execute	VERB
ajiri-6224	188	22	using	use	VERB
ajiri-6224	188	23	small	small	ADJ
ajiri-6224	188	24	computing	computing	NOUN
ajiri-6224	188	25	capabilities	capability	NOUN
ajiri-6224	188	26	without	without	ADP
ajiri-6224	188	27	the	the	DET
ajiri-6224	188	28	loss	loss	NOUN
ajiri-6224	188	29	of	of	ADP
ajiri-6224	188	30	accuracy	accuracy	NOUN
ajiri-6224	188	31	.	.	PUNCT
ajiri-6224	189	1	the	the	DET
ajiri-6224	189	2	federated	federated	ADJ
ajiri-6224	189	3	learning	learning	NOUN
ajiri-6224	189	4	can	can	AUX
ajiri-6224	189	5	also	also	ADV
ajiri-6224	189	6	be	be	AUX
ajiri-6224	189	7	used	use	VERB
ajiri-6224	189	8	in	in	ADP
ajiri-6224	189	9	such	such	ADJ
ajiri-6224	189	10	innovations	innovation	NOUN
ajiri-6224	189	11	to	to	PART
ajiri-6224	189	12	avoid	avoid	VERB
ajiri-6224	189	13	centralisation	centralisation	NOUN
ajiri-6224	189	14	of	of	ADP
ajiri-6224	189	15	sensitive	sensitive	ADJ
ajiri-6224	189	16	information	information	NOUN
ajiri-6224	189	17	to	to	PART
ajiri-6224	189	18	train	train	VERB
ajiri-6224	189	19	predictive	predictive	ADJ
ajiri-6224	189	20	models	model	NOUN
ajiri-6224	189	21	and	and	CCONJ
ajiri-6224	189	22	improve	improve	VERB
ajiri-6224	189	23	privacy	privacy	NOUN
ajiri-6224	189	24	and	and	CCONJ
ajiri-6224	189	25	scalability	scalability	NOUN
ajiri-6224	189	26	.	.	PUNCT
ajiri-6224	190	1	morally	morally	ADV
ajiri-6224	190	2	,	,	PUNCT
ajiri-6224	190	3	it	it	PRON
ajiri-6224	190	4	will	will	AUX
ajiri-6224	190	5	be	be	AUX
ajiri-6224	190	6	vital	vital	ADJ
ajiri-6224	190	7	to	to	PART
ajiri-6224	190	8	introduce	introduce	VERB
ajiri-6224	190	9	an	an	DET
ajiri-6224	190	10	aspect	aspect	NOUN
ajiri-6224	190	11	of	of	ADP
ajiri-6224	190	12	fairness	fairness	NOUN
ajiri-6224	190	13	,	,	PUNCT
ajiri-6224	190	14	accountability	accountability	NOUN
ajiri-6224	190	15	systems	system	NOUN
ajiri-6224	190	16	and	and	CCONJ
ajiri-6224	190	17	human	human	ADJ
ajiri-6224	190	18	control	control	NOUN
ajiri-6224	190	19	over	over	ADP
ajiri-6224	190	20	monitoring	monitoring	NOUN
ajiri-6224	190	21	which	which	PRON
ajiri-6224	190	22	will	will	AUX
ajiri-6224	190	23	see	see	VERB
ajiri-6224	190	24	predictive	predictive	ADJ
ajiri-6224	190	25	analytics	analytic	NOUN
ajiri-6224	190	26	improve	improve	VERB
ajiri-6224	190	27	security	security	NOUN
ajiri-6224	190	28	without	without	ADP
ajiri-6224	190	29	compromising	compromise	VERB
ajiri-6224	190	30	on	on	ADP
ajiri-6224	190	31	trust	trust	NOUN
ajiri-6224	190	32	.	.	PUNCT
ajiri-6224	191	1	pa	pa	PROPN
ajiri-6224	191	2	ge	ge	PROPN
ajiri-6224	191	3	89	89	NUM
ajiri-6224	191	4	https://journals.e-palli.com/home/index.php/ajiri	https://journals.e-palli.com/home/index.php/ajiri	PROPN
ajiri-6224	191	5	am	be	AUX
ajiri-6224	191	6	.	.	PUNCT
ajiri-6224	192	1	j.	j.	PROPN
ajiri-6224	192	2	interdiscip	interdiscip	PROPN
ajiri-6224	192	3	.	.	PUNCT
ajiri-6224	193	1	res	re	NOUN
ajiri-6224	193	2	.	.	PUNCT
ajiri-6224	194	1	innov	innov	PROPN
ajiri-6224	194	2	.	.	PUNCT
ajiri-6224	195	1	4(3	4(3	NUM
ajiri-6224	195	2	)	)	PUNCT
ajiri-6224	195	3	82	82	NUM
ajiri-6224	195	4	-	-	SYM
ajiri-6224	195	5	90	90	NUM
ajiri-6224	195	6	2025	2025	NUM
ajiri-6224	195	7	strategic	strategic	ADJ
ajiri-6224	195	8	implications	implication	NOUN
ajiri-6224	195	9	the	the	DET
ajiri-6224	195	10	future	future	NOUN
ajiri-6224	195	11	of	of	ADP
ajiri-6224	195	12	predictive	predictive	ADJ
ajiri-6224	195	13	analytics	analytic	NOUN
ajiri-6224	195	14	in	in	ADP
ajiri-6224	195	15	insider	insider	NOUN
ajiri-6224	195	16	threat	threat	NOUN
ajiri-6224	195	17	detection	detection	NOUN
ajiri-6224	195	18	would	would	AUX
ajiri-6224	195	19	probably	probably	ADV
ajiri-6224	195	20	be	be	AUX
ajiri-6224	195	21	more	more	ADV
ajiri-6224	195	22	tightly	tightly	ADV
ajiri-6224	195	23	linked	link	VERB
ajiri-6224	195	24	to	to	ADP
ajiri-6224	195	25	wider	wide	ADJ
ajiri-6224	195	26	organisational	organisational	ADJ
ajiri-6224	195	27	strategies	strategy	NOUN
ajiri-6224	195	28	.	.	PUNCT
ajiri-6224	196	1	predictive	predictive	ADJ
ajiri-6224	196	2	systems	system	NOUN
ajiri-6224	196	3	will	will	AUX
ajiri-6224	196	4	also	also	ADV
ajiri-6224	196	5	start	start	VERB
ajiri-6224	196	6	to	to	PART
ajiri-6224	196	7	be	be	AUX
ajiri-6224	196	8	placed	place	VERB
ajiri-6224	196	9	not	not	PART
ajiri-6224	196	10	only	only	ADV
ajiri-6224	196	11	as	as	ADP
ajiri-6224	196	12	technical	technical	ADJ
ajiri-6224	196	13	solutions	solution	NOUN
ajiri-6224	196	14	but	but	CCONJ
ajiri-6224	196	15	also	also	ADV
ajiri-6224	196	16	as	as	ADP
ajiri-6224	196	17	part	part	NOUN
ajiri-6224	196	18	of	of	ADP
ajiri-6224	196	19	an	an	DET
ajiri-6224	196	20	integrated	integrate	VERB
ajiri-6224	196	21	risk	risk	NOUN
ajiri-6224	196	22	management	management	NOUN
ajiri-6224	196	23	infrastructure	infrastructure	NOUN
ajiri-6224	196	24	that	that	PRON
ajiri-6224	196	25	will	will	AUX
ajiri-6224	196	26	cut	cut	VERB
ajiri-6224	196	27	across	across	ADP
ajiri-6224	196	28	cyber	cyber	NOUN
ajiri-6224	196	29	,	,	PUNCT
ajiri-6224	196	30	physical	physical	ADJ
ajiri-6224	196	31	,	,	PUNCT
ajiri-6224	196	32	and	and	CCONJ
ajiri-6224	196	33	human	human	ADJ
ajiri-6224	196	34	environments	environment	NOUN
ajiri-6224	196	35	.	.	PUNCT
ajiri-6224	197	1	further	further	ADJ
ajiri-6224	197	2	development	development	NOUN
ajiri-6224	197	3	of	of	ADP
ajiri-6224	197	4	multimodal	multimodal	NOUN
ajiri-6224	197	5	analytics	analytic	NOUN
ajiri-6224	197	6	and	and	CCONJ
ajiri-6224	197	7	advancements	advancement	NOUN
ajiri-6224	197	8	in	in	ADP
ajiri-6224	197	9	the	the	DET
ajiri-6224	197	10	interpretability	interpretability	NOUN
ajiri-6224	197	11	and	and	CCONJ
ajiri-6224	197	12	ethical	ethical	ADJ
ajiri-6224	197	13	protection	protection	NOUN
ajiri-6224	197	14	will	will	AUX
ajiri-6224	197	15	allow	allow	VERB
ajiri-6224	197	16	organisations	organisation	NOUN
ajiri-6224	197	17	to	to	PART
ajiri-6224	197	18	find	find	VERB
ajiri-6224	197	19	a	a	DET
ajiri-6224	197	20	balance	balance	NOUN
ajiri-6224	197	21	between	between	ADP
ajiri-6224	197	22	security	security	NOUN
ajiri-6224	197	23	requirements	requirement	NOUN
ajiri-6224	197	24	and	and	CCONJ
ajiri-6224	197	25	individual	individual	ADJ
ajiri-6224	197	26	rights	right	NOUN
ajiri-6224	197	27	.	.	PUNCT
ajiri-6224	198	1	finally	finally	ADV
ajiri-6224	198	2	,	,	PUNCT
ajiri-6224	198	3	whether	whether	SCONJ
ajiri-6224	198	4	this	this	DET
ajiri-6224	198	5	evolution	evolution	NOUN
ajiri-6224	198	6	is	be	AUX
ajiri-6224	198	7	successful	successful	ADJ
ajiri-6224	198	8	will	will	AUX
ajiri-6224	198	9	be	be	AUX
ajiri-6224	198	10	determined	determine	VERB
ajiri-6224	198	11	by	by	ADP
ajiri-6224	198	12	the	the	DET
ajiri-6224	198	13	ability	ability	NOUN
ajiri-6224	198	14	of	of	ADP
ajiri-6224	198	15	researchers	researcher	NOUN
ajiri-6224	198	16	,	,	PUNCT
ajiri-6224	198	17	practitioners	practitioner	NOUN
ajiri-6224	198	18	,	,	PUNCT
ajiri-6224	198	19	policymakers	policymaker	NOUN
ajiri-6224	198	20	,	,	PUNCT
ajiri-6224	198	21	and	and	CCONJ
ajiri-6224	198	22	ethicists	ethicist	NOUN
ajiri-6224	198	23	to	to	PART
ajiri-6224	198	24	engage	engage	VERB
ajiri-6224	198	25	in	in	ADP
ajiri-6224	198	26	long	long	ADJ
ajiri-6224	198	27	-	-	PUNCT
ajiri-6224	198	28	term	term	NOUN
ajiri-6224	198	29	cooperation	cooperation	NOUN
ajiri-6224	198	30	to	to	PART
ajiri-6224	198	31	guarantee	guarantee	VERB
ajiri-6224	198	32	that	that	SCONJ
ajiri-6224	198	33	predictive	predictive	ADJ
ajiri-6224	198	34	frameworks	framework	NOUN
ajiri-6224	198	35	will	will	AUX
ajiri-6224	198	36	be	be	AUX
ajiri-6224	198	37	technologically	technologically	ADV
ajiri-6224	198	38	sound	sound	ADJ
ajiri-6224	198	39	and	and	CCONJ
ajiri-6224	198	40	socially	socially	ADV
ajiri-6224	198	41	acceptable	acceptable	ADJ
ajiri-6224	198	42	.	.	PUNCT
ajiri-6224	199	1	conclusion	conclusion	NOUN
ajiri-6224	199	2	in	in	ADP
ajiri-6224	199	3	this	this	DET
ajiri-6224	199	4	paper	paper	NOUN
ajiri-6224	199	5	,	,	PUNCT
ajiri-6224	199	6	the	the	DET
ajiri-6224	199	7	concept	concept	NOUN
ajiri-6224	199	8	of	of	ADP
ajiri-6224	199	9	predictive	predictive	ADJ
ajiri-6224	199	10	analytics	analytic	NOUN
ajiri-6224	199	11	to	to	PART
ajiri-6224	199	12	identify	identify	VERB
ajiri-6224	199	13	the	the	DET
ajiri-6224	199	14	presence	presence	NOUN
ajiri-6224	199	15	of	of	ADP
ajiri-6224	199	16	insider	insider	NOUN
ajiri-6224	199	17	threats	threat	NOUN
ajiri-6224	199	18	by	by	ADP
ajiri-6224	199	19	using	use	VERB
ajiri-6224	199	20	multimodal	multimodal	ADJ
ajiri-6224	199	21	data	datum	NOUN
ajiri-6224	199	22	that	that	PRON
ajiri-6224	199	23	incorporates	incorporate	VERB
ajiri-6224	199	24	system	system	NOUN
ajiri-6224	199	25	logs	log	NOUN
ajiri-6224	199	26	,	,	PUNCT
ajiri-6224	199	27	behavioural	behavioural	ADJ
ajiri-6224	199	28	patterns	pattern	NOUN
ajiri-6224	199	29	,	,	PUNCT
ajiri-6224	199	30	as	as	ADV
ajiri-6224	199	31	well	well	ADV
ajiri-6224	199	32	as	as	ADP
ajiri-6224	199	33	physical	physical	ADJ
ajiri-6224	199	34	security	security	NOUN
ajiri-6224	199	35	indicators	indicator	NOUN
ajiri-6224	199	36	have	have	AUX
ajiri-6224	199	37	been	be	AUX
ajiri-6224	199	38	examined	examine	VERB
ajiri-6224	199	39	.	.	PUNCT
ajiri-6224	200	1	it	it	PRON
ajiri-6224	200	2	is	be	AUX
ajiri-6224	200	3	concluded	conclude	VERB
ajiri-6224	200	4	that	that	SCONJ
ajiri-6224	200	5	the	the	DET
ajiri-6224	200	6	traditional	traditional	ADJ
ajiri-6224	200	7	approaches	approach	NOUN
ajiri-6224	200	8	,	,	PUNCT
ajiri-6224	200	9	which	which	PRON
ajiri-6224	200	10	address	address	VERB
ajiri-6224	200	11	the	the	DET
ajiri-6224	200	12	single	single	ADJ
ajiri-6224	200	13	sources	source	NOUN
ajiri-6224	200	14	of	of	ADP
ajiri-6224	200	15	information	information	NOUN
ajiri-6224	200	16	,	,	PUNCT
ajiri-6224	200	17	are	be	AUX
ajiri-6224	200	18	not	not	PART
ajiri-6224	200	19	sufficient	sufficient	ADJ
ajiri-6224	200	20	to	to	PART
ajiri-6224	200	21	address	address	VERB
ajiri-6224	200	22	the	the	DET
ajiri-6224	200	23	complexity	complexity	NOUN
ajiri-6224	200	24	and	and	CCONJ
ajiri-6224	200	25	subtleties	subtlety	NOUN
ajiri-6224	200	26	of	of	ADP
ajiri-6224	200	27	insider	insider	NOUN
ajiri-6224	200	28	behaviours	behaviour	NOUN
ajiri-6224	200	29	.	.	PUNCT
ajiri-6224	201	1	multimodal	multimodal	NOUN
ajiri-6224	201	2	frameworks	framework	NOUN
ajiri-6224	201	3	provide	provide	VERB
ajiri-6224	201	4	a	a	DET
ajiri-6224	201	5	more	more	ADV
ajiri-6224	201	6	comprehensive	comprehensive	ADJ
ajiri-6224	201	7	,	,	PUNCT
ajiri-6224	201	8	more	more	ADV
ajiri-6224	201	9	precise	precise	ADJ
ajiri-6224	201	10	and	and	CCONJ
ajiri-6224	201	11	more	more	ADV
ajiri-6224	201	12	useful	useful	ADJ
ajiri-6224	201	13	method	method	NOUN
ajiri-6224	201	14	of	of	ADP
ajiri-6224	201	15	early	early	ADJ
ajiri-6224	201	16	warning	warning	NOUN
ajiri-6224	201	17	signals	signal	NOUN
ajiri-6224	201	18	detection	detection	NOUN
ajiri-6224	201	19	when	when	SCONJ
ajiri-6224	201	20	combined	combine	VERB
ajiri-6224	201	21	with	with	ADP
ajiri-6224	201	22	advanced	advanced	ADJ
ajiri-6224	201	23	data	datum	NOUN
ajiri-6224	201	24	fusion	fusion	NOUN
ajiri-6224	201	25	methods	method	NOUN
ajiri-6224	201	26	and	and	CCONJ
ajiri-6224	201	27	machine	machine	NOUN
ajiri-6224	201	28	learning	learning	NOUN
ajiri-6224	201	29	approaches	approach	NOUN
ajiri-6224	201	30	.	.	PUNCT
ajiri-6224	202	1	there	there	PRON
ajiri-6224	202	2	is	be	VERB
ajiri-6224	202	3	indicative	indicative	ADJ
ajiri-6224	202	4	evidence	evidence	NOUN
ajiri-6224	202	5	that	that	SCONJ
ajiri-6224	202	6	predictive	predictive	ADJ
ajiri-6224	202	7	systems	system	NOUN
ajiri-6224	202	8	reduce	reduce	VERB
ajiri-6224	202	9	false	false	ADJ
ajiri-6224	202	10	positives	positive	NOUN
ajiri-6224	202	11	,	,	PUNCT
ajiri-6224	202	12	enhance	enhance	VERB
ajiri-6224	202	13	organisational	organisational	ADJ
ajiri-6224	202	14	resiliency	resiliency	NOUN
ajiri-6224	202	15	,	,	PUNCT
ajiri-6224	202	16	and	and	CCONJ
ajiri-6224	202	17	are	be	AUX
ajiri-6224	202	18	components	component	NOUN
ajiri-6224	202	19	of	of	ADP
ajiri-6224	202	20	proactive	proactive	ADJ
ajiri-6224	202	21	risk	risk	NOUN
ajiri-6224	202	22	management	management	NOUN
ajiri-6224	202	23	.	.	PUNCT
ajiri-6224	203	1	still	still	ADV
ajiri-6224	203	2	,	,	PUNCT
ajiri-6224	203	3	some	some	DET
ajiri-6224	203	4	limitations	limitation	NOUN
ajiri-6224	203	5	remain	remain	VERB
ajiri-6224	203	6	,	,	PUNCT
ajiri-6224	203	7	particularly	particularly	ADV
ajiri-6224	203	8	in	in	ADP
ajiri-6224	203	9	regards	regard	NOUN
ajiri-6224	203	10	to	to	ADP
ajiri-6224	203	11	the	the	DET
ajiri-6224	203	12	challenge	challenge	NOUN
ajiri-6224	203	13	of	of	ADP
ajiri-6224	203	14	computational	computational	ADJ
ajiri-6224	203	15	scalability	scalability	NOUN
ajiri-6224	203	16	,	,	PUNCT
ajiri-6224	203	17	predictive	predictive	ADJ
ajiri-6224	203	18	results	result	NOUN
ajiri-6224	203	19	interpretability	interpretability	NOUN
ajiri-6224	203	20	,	,	PUNCT
ajiri-6224	203	21	and	and	CCONJ
ajiri-6224	203	22	data	datum	NOUN
ajiri-6224	203	23	privacy	privacy	NOUN
ajiri-6224	203	24	and	and	CCONJ
ajiri-6224	203	25	ethics	ethic	NOUN
ajiri-6224	203	26	.	.	PUNCT
ajiri-6224	204	1	to	to	PART
ajiri-6224	204	2	eliminate	eliminate	VERB
ajiri-6224	204	3	these	these	DET
ajiri-6224	204	4	problems	problem	NOUN
ajiri-6224	204	5	,	,	PUNCT
ajiri-6224	204	6	there	there	PRON
ajiri-6224	204	7	is	be	VERB
ajiri-6224	204	8	need	need	NOUN
ajiri-6224	204	9	to	to	PART
ajiri-6224	204	10	continuously	continuously	ADV
ajiri-6224	204	11	advance	advance	VERB
ajiri-6224	204	12	the	the	DET
ajiri-6224	204	13	methodology	methodology	NOUN
ajiri-6224	204	14	techniques	technique	NOUN
ajiri-6224	204	15	,	,	PUNCT
ajiri-6224	204	16	develop	develop	VERB
ajiri-6224	204	17	a	a	DET
ajiri-6224	204	18	demystified	demystify	VERB
ajiri-6224	204	19	form	form	NOUN
ajiri-6224	204	20	of	of	ADP
ajiri-6224	204	21	artificial	artificial	ADJ
ajiri-6224	204	22	intelligence	intelligence	NOUN
ajiri-6224	204	23	,	,	PUNCT
ajiri-6224	204	24	and	and	CCONJ
ajiri-6224	204	25	develop	develop	VERB
ajiri-6224	204	26	ethical	ethical	ADJ
ajiri-6224	204	27	systems	system	NOUN
ajiri-6224	204	28	of	of	ADP
ajiri-6224	204	29	governance	governance	NOUN
ajiri-6224	204	30	that	that	PRON
ajiri-6224	204	31	would	would	AUX
ajiri-6224	204	32	balance	balance	VERB
ajiri-6224	204	33	the	the	DET
ajiri-6224	204	34	demands	demand	NOUN
ajiri-6224	204	35	of	of	ADP
ajiri-6224	204	36	organisations	organisation	NOUN
ajiri-6224	204	37	with	with	ADP
ajiri-6224	204	38	the	the	DET
ajiri-6224	204	39	rights	right	NOUN
ajiri-6224	204	40	of	of	ADP
ajiri-6224	204	41	individuals	individual	NOUN
ajiri-6224	204	42	.	.	PUNCT
ajiri-6224	205	1	lightweight	lightweight	ADJ
ajiri-6224	205	2	predictive	predictive	ADJ
ajiri-6224	205	3	models	model	NOUN
ajiri-6224	205	4	,	,	PUNCT
ajiri-6224	205	5	privacy	privacy	NOUN
ajiri-6224	205	6	-	-	PUNCT
ajiri-6224	205	7	enhancing	enhance	VERB
ajiri-6224	205	8	methods	method	NOUN
ajiri-6224	205	9	such	such	ADJ
ajiri-6224	205	10	as	as	ADP
ajiri-6224	205	11	federated	federated	ADJ
ajiri-6224	205	12	learning	learning	NOUN
ajiri-6224	205	13	,	,	PUNCT
ajiri-6224	205	14	and	and	CCONJ
ajiri-6224	205	15	more	more	ADV
ajiri-6224	205	16	extensive	extensive	ADJ
ajiri-6224	205	17	use	use	NOUN
ajiri-6224	205	18	of	of	ADP
ajiri-6224	205	19	predictive	predictive	ADJ
ajiri-6224	205	20	analytics	analytic	NOUN
ajiri-6224	205	21	of	of	ADP
ajiri-6224	205	22	strategic	strategic	ADJ
ajiri-6224	205	23	governance	governance	NOUN
ajiri-6224	205	24	mechanisms	mechanism	NOUN
ajiri-6224	205	25	is	be	AUX
ajiri-6224	205	26	the	the	DET
ajiri-6224	205	27	direction	direction	NOUN
ajiri-6224	205	28	to	to	PART
ajiri-6224	205	29	take	take	VERB
ajiri-6224	205	30	in	in	ADP
ajiri-6224	205	31	future	future	ADJ
ajiri-6224	205	32	research	research	NOUN
ajiri-6224	205	33	.	.	PUNCT
ajiri-6224	206	1	such	such	ADJ
ajiri-6224	206	2	guidelines	guideline	NOUN
ajiri-6224	206	3	will	will	AUX
ajiri-6224	206	4	not	not	PART
ajiri-6224	206	5	only	only	ADV
ajiri-6224	206	6	result	result	VERB
ajiri-6224	206	7	in	in	ADP
ajiri-6224	206	8	improvements	improvement	NOUN
ajiri-6224	206	9	of	of	ADP
ajiri-6224	206	10	insider	insider	NOUN
ajiri-6224	206	11	threat	threat	NOUN
ajiri-6224	206	12	detection	detection	NOUN
ajiri-6224	206	13	but	but	CCONJ
ajiri-6224	206	14	will	will	AUX
ajiri-6224	206	15	also	also	ADV
ajiri-6224	206	16	make	make	VERB
ajiri-6224	206	17	cybersecurity	cybersecurity	NOUN
ajiri-6224	206	18	as	as	ADP
ajiri-6224	206	19	a	a	DET
ajiri-6224	206	20	discipline	discipline	NOUN
ajiri-6224	206	21	focused	focus	VERB
ajiri-6224	206	22	on	on	ADP
ajiri-6224	206	23	technical	technical	ADJ
ajiri-6224	206	24	progress	progress	NOUN
ajiri-6224	206	25	in	in	ADP
ajiri-6224	206	26	an	an	DET
ajiri-6224	206	27	ethically	ethically	ADV
ajiri-6224	206	28	responsible	responsible	ADJ
ajiri-6224	206	29	manner	manner	NOUN
ajiri-6224	206	30	.	.	PUNCT
ajiri-6224	207	1	predictive	predictive	ADJ
ajiri-6224	207	2	analytics	analytic	NOUN
ajiri-6224	207	3	based	base	VERB
ajiri-6224	207	4	on	on	ADP
ajiri-6224	207	5	such	such	ADJ
ajiri-6224	207	6	principles	principle	NOUN
ajiri-6224	207	7	in	in	ADP
ajiri-6224	207	8	its	its	PRON
ajiri-6224	207	9	turn	turn	NOUN
ajiri-6224	207	10	is	be	AUX
ajiri-6224	207	11	a	a	DET
ajiri-6224	207	12	very	very	ADV
ajiri-6224	207	13	important	important	ADJ
ajiri-6224	207	14	line	line	NOUN
ajiri-6224	207	15	of	of	ADP
ajiri-6224	207	16	defence	defence	NOUN
ajiri-6224	207	17	against	against	ADP
ajiri-6224	207	18	a	a	DET
ajiri-6224	207	19	more	more	ADV
ajiri-6224	207	20	complex	complex	ADJ
ajiri-6224	207	21	threat	threat	NOUN
ajiri-6224	207	22	landscape	landscape	NOUN
ajiri-6224	207	23	,	,	PUNCT
ajiri-6224	207	24	in	in	ADP
ajiri-6224	207	25	terms	term	NOUN
ajiri-6224	207	26	of	of	ADP
ajiri-6224	207	27	protecting	protect	VERB
ajiri-6224	207	28	digital	digital	ADJ
ajiri-6224	207	29	infrastructure	infrastructure	NOUN
ajiri-6224	207	30	and	and	CCONJ
ajiri-6224	207	31	organisation	organisation	NOUN
ajiri-6224	207	32	trust	trust	PROPN
ajiri-6224	207	33	.	.	PUNCT
ajiri-6224	208	1	references	reference	NOUN
ajiri-6224	208	2	amuda	amuda	NOUN
ajiri-6224	208	3	,	,	PUNCT
ajiri-6224	208	4	o.	o.	PROPN
ajiri-6224	208	5	k.	k.	PROPN
ajiri-6224	208	6	,	,	PUNCT
ajiri-6224	208	7	akinyemi	akinyemi	ADV
ajiri-6224	208	8	,	,	PUNCT
ajiri-6224	208	9	b.	b.	PROPN
ajiri-6224	208	10	o.	o.	PROPN
ajiri-6224	208	11	,	,	PUNCT
ajiri-6224	208	12	sanni	sanni	PROPN
ajiri-6224	208	13	,	,	PUNCT
ajiri-6224	208	14	m.	m.	NOUN
ajiri-6224	208	15	l.	l.	PROPN
ajiri-6224	208	16	,	,	PUNCT
ajiri-6224	208	17	&	&	CCONJ
ajiri-6224	208	18	aderounmu	aderounmu	NOUN
ajiri-6224	208	19	,	,	PUNCT
ajiri-6224	208	20	g.	g.	PROPN
ajiri-6224	208	21	a.	a.	PROPN
ajiri-6224	208	22	(	(	PUNCT
ajiri-6224	208	23	2022	2022	NUM
ajiri-6224	208	24	)	)	PUNCT
ajiri-6224	208	25	.	.	PUNCT
ajiri-6224	209	1	a	a	DET
ajiri-6224	209	2	predictive	predictive	ADJ
ajiri-6224	209	3	user	user	NOUN
ajiri-6224	209	4	behaviour	behaviour	NOUN
ajiri-6224	209	5	analytic	analytic	ADJ
ajiri-6224	209	6	model	model	NOUN
ajiri-6224	209	7	for	for	ADP
ajiri-6224	209	8	insider	insider	NOUN
ajiri-6224	209	9	threats	threat	NOUN
ajiri-6224	209	10	in	in	ADP
ajiri-6224	209	11	cyberspace	cyberspace	NOUN
ajiri-6224	209	12	.	.	PUNCT
ajiri-6224	210	1	international	international	ADJ
ajiri-6224	210	2	journal	journal	NOUN
ajiri-6224	210	3	of	of	ADP
ajiri-6224	210	4	communication	communication	NOUN
ajiri-6224	210	5	networks	network	NOUN
ajiri-6224	210	6	and	and	CCONJ
ajiri-6224	210	7	information	information	NOUN
ajiri-6224	210	8	security	security	NOUN
ajiri-6224	210	9	(	(	PUNCT
ajiri-6224	210	10	ijcnis	ijcnis	PROPN
ajiri-6224	210	11	)	)	PUNCT
ajiri-6224	210	12	,	,	PUNCT
ajiri-6224	210	13	14(1	14(1	NUM
ajiri-6224	210	14	)	)	PUNCT
ajiri-6224	210	15	.	.	PUNCT
ajiri-6224	211	1	https://doi	https://doi	X
ajiri-6224	211	2	.	.	PUNCT
ajiri-6224	212	1	org/10.17762	org/10.17762	PROPN
ajiri-6224	212	2	/	/	SYM
ajiri-6224	212	3	ijcnis.v14i1.5208	ijcnis.v14i1.5208	VERB
ajiri-6224	212	4	bin	bin	NOUN
ajiri-6224	212	5	sarhan	sarhan	NOUN
ajiri-6224	212	6	,	,	PUNCT
ajiri-6224	212	7	b.	b.	PROPN
ajiri-6224	212	8	,	,	PUNCT
ajiri-6224	212	9	&	&	CCONJ
ajiri-6224	212	10	altwaijry	altwaijry	PROPN
ajiri-6224	212	11	,	,	PUNCT
ajiri-6224	212	12	n.	n.	NOUN
ajiri-6224	212	13	(	(	PUNCT
ajiri-6224	212	14	2023	2023	NUM
ajiri-6224	212	15	)	)	PUNCT
ajiri-6224	212	16	.	.	PUNCT
ajiri-6224	213	1	insider	insider	NOUN
ajiri-6224	213	2	threat	threat	NOUN
ajiri-6224	213	3	detection	detection	NOUN
ajiri-6224	213	4	using	use	VERB
ajiri-6224	213	5	a	a	DET
ajiri-6224	213	6	machine	machine	NOUN
ajiri-6224	213	7	learning	learning	NOUN
ajiri-6224	213	8	approach	approach	NOUN
ajiri-6224	213	9	.	.	PUNCT
ajiri-6224	214	1	applied	apply	VERB
ajiri-6224	214	2	sciences	science	NOUN
ajiri-6224	214	3	,	,	PUNCT
ajiri-6224	214	4	13(1	13(1	NUM
ajiri-6224	214	5	)	)	PUNCT
ajiri-6224	214	6	,	,	PUNCT
ajiri-6224	214	7	259	259	NUM
ajiri-6224	214	8	.	.	PUNCT
ajiri-6224	215	1	https://doi.org/10.3390/	https://doi.org/10.3390/	PROPN
ajiri-6224	215	2	app13010259	app13010259	VERB
ajiri-6224	215	3	brdiczka	brdiczka	PROPN
ajiri-6224	215	4	,	,	PUNCT
ajiri-6224	215	5	o.	o.	PROPN
ajiri-6224	215	6	,	,	PUNCT
ajiri-6224	215	7	liu	liu	PROPN
ajiri-6224	215	8	,	,	PUNCT
ajiri-6224	215	9	j.	j.	PROPN
ajiri-6224	215	10	,	,	PUNCT
ajiri-6224	215	11	price	price	NOUN
ajiri-6224	215	12	,	,	PUNCT
ajiri-6224	215	13	b.	b.	PROPN
ajiri-6224	215	14	,	,	PUNCT
ajiri-6224	215	15	shen	shen	PROPN
ajiri-6224	215	16	,	,	PUNCT
ajiri-6224	215	17	j.	j.	PROPN
ajiri-6224	215	18	,	,	PUNCT
ajiri-6224	215	19	patil	patil	PROPN
ajiri-6224	215	20	,	,	PUNCT
ajiri-6224	215	21	a.	a.	PROPN
ajiri-6224	215	22	,	,	PUNCT
ajiri-6224	215	23	chow	chow	PROPN
ajiri-6224	215	24	,	,	PUNCT
ajiri-6224	215	25	r.	r.	PROPN
ajiri-6224	215	26	,	,	PUNCT
ajiri-6224	215	27	&	&	CCONJ
ajiri-6224	215	28	bart	bart	PROPN
ajiri-6224	215	29	,	,	PUNCT
ajiri-6224	215	30	e.	e.	PROPN
ajiri-6224	215	31	(	(	PUNCT
ajiri-6224	215	32	2012	2012	NUM
ajiri-6224	215	33	)	)	PUNCT
ajiri-6224	215	34	.	.	PUNCT
ajiri-6224	216	1	proactive	proactive	ADJ
ajiri-6224	216	2	insider	insider	NOUN
ajiri-6224	216	3	threat	threat	NOUN
ajiri-6224	216	4	detection	detection	NOUN
ajiri-6224	216	5	through	through	ADP
ajiri-6224	216	6	graph	graph	NOUN
ajiri-6224	216	7	learning	learn	VERB
ajiri-6224	216	8	and	and	CCONJ
ajiri-6224	216	9	psychological	psychological	ADJ
ajiri-6224	216	10	context	context	NOUN
ajiri-6224	216	11	.	.	PUNCT
ajiri-6224	217	1	2012	2012	NUM
ajiri-6224	217	2	ieee	ieee	NOUN
ajiri-6224	217	3	symposium	symposium	NOUN
ajiri-6224	217	4	on	on	ADP
ajiri-6224	217	5	security	security	NOUN
ajiri-6224	217	6	and	and	CCONJ
ajiri-6224	217	7	privacy	privacy	NOUN
ajiri-6224	217	8	workshops	workshop	NOUN
ajiri-6224	217	9	,	,	PUNCT
ajiri-6224	217	10	142–149	142–149	NUM
ajiri-6224	217	11	.	.	PUNCT
ajiri-6224	218	1	https://doi.org/10.1109/spw.2012.33	https://doi.org/10.1109/spw.2012.33	PROPN
ajiri-6224	218	2	carter	carter	PROPN
ajiri-6224	218	3	,	,	PUNCT
ajiri-6224	218	4	l.	l.	PROPN
ajiri-6224	218	5	,	,	PUNCT
ajiri-6224	218	6	&	&	CCONJ
ajiri-6224	218	7	katz	katz	PROPN
ajiri-6224	218	8	,	,	PUNCT
ajiri-6224	218	9	j.	j.	PROPN
ajiri-6224	218	10	(	(	PUNCT
ajiri-6224	218	11	2019	2019	NUM
ajiri-6224	218	12	)	)	PUNCT
ajiri-6224	218	13	.	.	PUNCT
ajiri-6224	219	1	machine	machine	NOUN
ajiri-6224	219	2	learning	learn	VERB
ajiri-6224	219	3	applications	application	NOUN
ajiri-6224	219	4	in	in	ADP
ajiri-6224	219	5	security	security	NOUN
ajiri-6224	219	6	analytics	analytic	NOUN
ajiri-6224	219	7	:	:	PUNCT
ajiri-6224	219	8	an	an	DET
ajiri-6224	219	9	overview	overview	NOUN
ajiri-6224	219	10	.	.	PUNCT
ajiri-6224	220	1	international	international	ADJ
ajiri-6224	220	2	journal	journal	NOUN
ajiri-6224	220	3	of	of	ADP
ajiri-6224	220	4	information	information	NOUN
ajiri-6224	220	5	security	security	NOUN
ajiri-6224	220	6	,	,	PUNCT
ajiri-6224	220	7	18(5	18(5	NUM
ajiri-6224	220	8	)	)	PUNCT
ajiri-6224	220	9	,	,	PUNCT
ajiri-6224	220	10	469–482	469–482	NUM
ajiri-6224	220	11	.	.	PUNCT
ajiri-6224	221	1	https://doi	https://doi	PROPN
ajiri-6224	221	2	.	.	PUNCT
ajiri-6224	221	3	org/10.1007	org/10.1007	PROPN
ajiri-6224	221	4	/	/	SYM
ajiri-6224	221	5	s10207	s10207	NOUN
ajiri-6224	221	6	-	-	PUNCT
ajiri-6224	221	7	019	019	NUM
ajiri-6224	221	8	-	-	PUNCT
ajiri-6224	221	9	00446	00446	NUM
ajiri-6224	221	10	-	-	SYM
ajiri-6224	221	11	0	0	NUM
ajiri-6224	221	12	chattopadhyay	chattopadhyay	PROPN
ajiri-6224	221	13	,	,	PUNCT
ajiri-6224	221	14	s.	s.	PROPN
ajiri-6224	221	15	,	,	PUNCT
ajiri-6224	221	16	&	&	CCONJ
ajiri-6224	221	17	bandyopadhyay	bandyopadhyay	PROPN
ajiri-6224	221	18	,	,	PUNCT
ajiri-6224	221	19	s.	s.	PROPN
ajiri-6224	221	20	(	(	PUNCT
ajiri-6224	221	21	2020	2020	NUM
ajiri-6224	221	22	)	)	PUNCT
ajiri-6224	221	23	.	.	PUNCT
ajiri-6224	222	1	insider	insider	NOUN
ajiri-6224	222	2	threat	threat	NOUN
ajiri-6224	222	3	detection	detection	NOUN
ajiri-6224	222	4	using	use	VERB
ajiri-6224	222	5	deep	deep	ADJ
ajiri-6224	222	6	learning	learning	NOUN
ajiri-6224	222	7	techniques	technique	NOUN
ajiri-6224	222	8	.	.	PUNCT
ajiri-6224	223	1	computers	computer	NOUN
ajiri-6224	223	2	&	&	CCONJ
ajiri-6224	223	3	security	security	NOUN
ajiri-6224	223	4	,	,	PUNCT
ajiri-6224	223	5	92	92	NUM
ajiri-6224	223	6	,	,	PUNCT
ajiri-6224	223	7	101760	101760	NUM
ajiri-6224	223	8	.	.	PUNCT
ajiri-6224	224	1	https://doi	https://doi	X
ajiri-6224	224	2	.	.	PUNCT
ajiri-6224	225	1	org/10.1016	org/10.1016	PROPN
ajiri-6224	225	2	/	/	SYM
ajiri-6224	225	3	j.cose.2020.101760	j.cose.2020.101760	PROPN
ajiri-6224	225	4	cole	cole	PROPN
ajiri-6224	225	5	,	,	PUNCT
ajiri-6224	225	6	e.	e.	PROPN
ajiri-6224	225	7	,	,	PUNCT
ajiri-6224	225	8	&	&	CCONJ
ajiri-6224	225	9	ring	ring	PROPN
ajiri-6224	225	10	,	,	PUNCT
ajiri-6224	225	11	s.	s.	PROPN
ajiri-6224	225	12	(	(	PUNCT
ajiri-6224	225	13	2005	2005	NUM
ajiri-6224	225	14	)	)	PUNCT
ajiri-6224	225	15	.	.	PUNCT
ajiri-6224	226	1	insider	insider	NOUN
ajiri-6224	226	2	threat	threat	NOUN
ajiri-6224	226	3	:	:	PUNCT
ajiri-6224	226	4	protecting	protect	VERB
ajiri-6224	226	5	the	the	DET
ajiri-6224	226	6	enterprise	enterprise	NOUN
ajiri-6224	226	7	from	from	ADP
ajiri-6224	226	8	sabotage	sabotage	NOUN
ajiri-6224	226	9	,	,	PUNCT
ajiri-6224	226	10	spying	spying	NOUN
ajiri-6224	226	11	,	,	PUNCT
ajiri-6224	226	12	and	and	CCONJ
ajiri-6224	226	13	theft	theft	NOUN
ajiri-6224	226	14	.	.	PUNCT
ajiri-6224	227	1	syngress	syngress	ADJ
ajiri-6224	227	2	.	.	PUNCT
ajiri-6224	228	1	https://	https://	PROPN
ajiri-6224	228	2	doi.org/10.1016/b978-159749021-0/50003-1	doi.org/10.1016/b978-159749021-0/50003-1	PROPN
ajiri-6224	228	3	dante	dante	PROPN
ajiri-6224	228	4	:	:	PUNCT
ajiri-6224	228	5	predicting	predict	VERB
ajiri-6224	228	6	insider	insider	NOUN
ajiri-6224	228	7	threat	threat	NOUN
ajiri-6224	228	8	using	use	VERB
ajiri-6224	228	9	lstm	lstm	NOUN
ajiri-6224	228	10	on	on	ADP
ajiri-6224	228	11	system	system	NOUN
ajiri-6224	228	12	logs	log	NOUN
ajiri-6224	228	13	[	[	X
ajiri-6224	228	14	preprint	preprint	NOUN
ajiri-6224	228	15	]	]	X
ajiri-6224	228	16	.	.	PUNCT
ajiri-6224	229	1	(	(	PUNCT
ajiri-6224	229	2	2021	2021	NUM
ajiri-6224	229	3	)	)	PUNCT
ajiri-6224	229	4	.	.	PUNCT
ajiri-6224	230	1	arxiv	arxiv	PROPN
ajiri-6224	230	2	.	.	PUNCT
ajiri-6224	231	1	https://doi.org/10.48550/	https://doi.org/10.48550/	PROPN
ajiri-6224	231	2	arxiv.2102.05600	arxiv.2102.05600	DET
ajiri-6224	231	3	song	song	NOUN
ajiri-6224	231	4	,	,	PUNCT
ajiri-6224	231	5	s.	s.	PROPN
ajiri-6224	231	6	,	,	PUNCT
ajiri-6224	231	7	gao	gao	PROPN
ajiri-6224	231	8	,	,	PUNCT
ajiri-6224	231	9	n.	n.	PROPN
ajiri-6224	231	10	,	,	PUNCT
ajiri-6224	231	11	zhang	zhang	PROPN
ajiri-6224	231	12	,	,	PUNCT
ajiri-6224	231	13	y.	y.	PROPN
ajiri-6224	231	14	,	,	PUNCT
ajiri-6224	231	15	&	&	CCONJ
ajiri-6224	231	16	ma	ma	PROPN
ajiri-6224	231	17	,	,	PUNCT
ajiri-6224	231	18	c.	c.	PROPN
ajiri-6224	231	19	(	(	PUNCT
ajiri-6224	231	20	2024	2024	NUM
ajiri-6224	231	21	)	)	PUNCT
ajiri-6224	231	22	.	.	PUNCT
ajiri-6224	232	1	britd	britd	PROPN
ajiri-6224	232	2	:	:	PUNCT
ajiri-6224	232	3	behavior	behavior	NOUN
ajiri-6224	232	4	rhythm	rhythm	NOUN
ajiri-6224	232	5	insider	insider	NOUN
ajiri-6224	232	6	threat	threat	NOUN
ajiri-6224	232	7	detection	detection	NOUN
ajiri-6224	232	8	with	with	ADP
ajiri-6224	232	9	time	time	NOUN
ajiri-6224	232	10	awareness	awareness	NOUN
ajiri-6224	232	11	and	and	CCONJ
ajiri-6224	232	12	user	user	NOUN
ajiri-6224	232	13	adaptation	adaptation	NOUN
ajiri-6224	232	14	.	.	PUNCT
ajiri-6224	233	1	cybersecurity	cybersecurity	NOUN
ajiri-6224	233	2	,	,	PUNCT
ajiri-6224	233	3	7(1	7(1	NUM
ajiri-6224	233	4	)	)	PUNCT
ajiri-6224	233	5	,	,	PUNCT
ajiri-6224	233	6	2	2	X
ajiri-6224	233	7	.	.	NOUN
ajiri-6224	233	8	https://doi.org/10.1186/s42400-023-00190-9	https://doi.org/10.1186/s42400-023-00190-9	NUM
ajiri-6224	233	9	gheyas	gheyas	NOUN
ajiri-6224	233	10	,	,	PUNCT
ajiri-6224	233	11	i.	i.	PROPN
ajiri-6224	233	12	a.	a.	PROPN
ajiri-6224	233	13	,	,	PUNCT
ajiri-6224	233	14	&	&	CCONJ
ajiri-6224	233	15	abdallah	abdallah	PROPN
ajiri-6224	233	16	,	,	PUNCT
ajiri-6224	233	17	a.	a.	PROPN
ajiri-6224	233	18	e.	e.	PROPN
ajiri-6224	233	19	(	(	PUNCT
ajiri-6224	233	20	2016	2016	NUM
ajiri-6224	233	21	)	)	PUNCT
ajiri-6224	233	22	.	.	PUNCT
ajiri-6224	234	1	detection	detection	NOUN
ajiri-6224	234	2	and	and	CCONJ
ajiri-6224	234	3	prediction	prediction	NOUN
ajiri-6224	234	4	of	of	ADP
ajiri-6224	234	5	insider	insider	NOUN
ajiri-6224	234	6	threats	threat	NOUN
ajiri-6224	234	7	to	to	PART
ajiri-6224	234	8	cyber	cyber	VERB
ajiri-6224	234	9	security	security	NOUN
ajiri-6224	234	10	:	:	PUNCT
ajiri-6224	234	11	a	a	DET
ajiri-6224	234	12	systematic	systematic	ADJ
ajiri-6224	234	13	literature	literature	NOUN
ajiri-6224	234	14	review	review	NOUN
ajiri-6224	234	15	and	and	CCONJ
ajiri-6224	234	16	meta	meta	ADJ
ajiri-6224	234	17	-	-	PUNCT
ajiri-6224	234	18	analysis	analysis	NOUN
ajiri-6224	234	19	.	.	PUNCT
ajiri-6224	235	1	big	big	ADJ
ajiri-6224	235	2	data	datum	NOUN
ajiri-6224	235	3	analytics	analytic	NOUN
ajiri-6224	235	4	,	,	PUNCT
ajiri-6224	235	5	1(6	1(6	NUM
ajiri-6224	235	6	)	)	PUNCT
ajiri-6224	235	7	,	,	PUNCT
ajiri-6224	235	8	1–29	1–29	PROPN
ajiri-6224	235	9	.	.	PUNCT
ajiri-6224	236	1	https://doi.org/10.1186/	https://doi.org/10.1186/	PROPN
ajiri-6224	236	2	s41044	s41044	PROPN
ajiri-6224	236	3	-	-	PUNCT
ajiri-6224	236	4	016	016	NUM
ajiri-6224	236	5	-	-	PUNCT
ajiri-6224	236	6	0006	0006	NUM
ajiri-6224	236	7	-	-	SYM
ajiri-6224	236	8	0	0	NUM
ajiri-6224	236	9	greitzer	greitzer	NOUN
ajiri-6224	236	10	,	,	PUNCT
ajiri-6224	236	11	f.	f.	PROPN
ajiri-6224	236	12	l.	l.	PROPN
ajiri-6224	236	13	,	,	PUNCT
ajiri-6224	236	14	&	&	CCONJ
ajiri-6224	236	15	frincke	frincke	PROPN
ajiri-6224	236	16	,	,	PUNCT
ajiri-6224	236	17	d.	d.	PROPN
ajiri-6224	236	18	a.	a.	PROPN
ajiri-6224	236	19	(	(	PUNCT
ajiri-6224	236	20	2010	2010	NUM
ajiri-6224	236	21	)	)	PUNCT
ajiri-6224	236	22	.	.	PUNCT
ajiri-6224	237	1	combining	combine	VERB
ajiri-6224	237	2	traditional	traditional	ADJ
ajiri-6224	237	3	cyber	cyber	ADJ
ajiri-6224	237	4	security	security	NOUN
ajiri-6224	237	5	audit	audit	NOUN
ajiri-6224	237	6	data	datum	NOUN
ajiri-6224	237	7	with	with	ADP
ajiri-6224	237	8	psychosocial	psychosocial	ADJ
ajiri-6224	237	9	data	datum	NOUN
ajiri-6224	237	10	:	:	PUNCT
ajiri-6224	237	11	towards	towards	ADP
ajiri-6224	237	12	predictive	predictive	ADJ
ajiri-6224	237	13	modeling	modeling	NOUN
ajiri-6224	237	14	for	for	ADP
ajiri-6224	237	15	insider	insider	NOUN
ajiri-6224	237	16	threat	threat	NOUN
ajiri-6224	237	17	mitigation	mitigation	NOUN
ajiri-6224	237	18	.	.	PUNCT
ajiri-6224	238	1	insider	insider	NOUN
ajiri-6224	238	2	threats	threat	NOUN
ajiri-6224	238	3	in	in	ADP
ajiri-6224	238	4	cyber	cyber	ADJ
ajiri-6224	238	5	security	security	NOUN
ajiri-6224	238	6	,	,	PUNCT
ajiri-6224	238	7	49	49	NUM
ajiri-6224	238	8	,	,	PUNCT
ajiri-6224	238	9	85–113	85–113	NUM
ajiri-6224	238	10	.	.	PUNCT
ajiri-6224	239	1	https://doi.org/10.1007/978-1-4419-7133-3_5	https://doi.org/10.1007/978-1-4419-7133-3_5	PRON
ajiri-6224	239	2	greitzer	greitzer	NOUN
ajiri-6224	239	3	,	,	PUNCT
ajiri-6224	239	4	f.	f.	PROPN
ajiri-6224	239	5	l.	l.	PROPN
ajiri-6224	239	6	,	,	PUNCT
ajiri-6224	239	7	&	&	CCONJ
ajiri-6224	239	8	hohimer	hohimer	PROPN
ajiri-6224	239	9	,	,	PUNCT
ajiri-6224	239	10	r.	r.	PROPN
ajiri-6224	239	11	e.	e.	PROPN
ajiri-6224	239	12	(	(	PUNCT
ajiri-6224	239	13	2011	2011	NUM
ajiri-6224	239	14	)	)	PUNCT
ajiri-6224	239	15	.	.	PUNCT
ajiri-6224	240	1	modeling	model	VERB
ajiri-6224	240	2	human	human	ADJ
ajiri-6224	240	3	behavior	behavior	NOUN
ajiri-6224	240	4	to	to	PART
ajiri-6224	240	5	anticipate	anticipate	VERB
ajiri-6224	240	6	insider	insider	NOUN
ajiri-6224	240	7	attacks	attack	NOUN
ajiri-6224	240	8	.	.	PUNCT
ajiri-6224	241	1	in	in	ADP
ajiri-6224	241	2	s.	s.	PROPN
ajiri-6224	241	3	satapathy	satapathy	PROPN
ajiri-6224	241	4	,	,	PUNCT
ajiri-6224	241	5	a.	a.	PROPN
ajiri-6224	241	6	joshi	joshi	PROPN
ajiri-6224	241	7	,	,	PUNCT
ajiri-6224	241	8	n.	n.	PROPN
ajiri-6224	241	9	modi	modi	PROPN
ajiri-6224	241	10	,	,	PUNCT
ajiri-6224	241	11	&	&	CCONJ
ajiri-6224	241	12	n.	n.	PROPN
ajiri-6224	241	13	pathak	pathak	PROPN
ajiri-6224	241	14	(	(	PUNCT
ajiri-6224	241	15	eds	eds	PROPN
ajiri-6224	241	16	.	.	PUNCT
ajiri-6224	241	17	)	)	PUNCT
ajiri-6224	241	18	,	,	PUNCT
ajiri-6224	241	19	ict	ict	NOUN
ajiri-6224	241	20	for	for	ADP
ajiri-6224	241	21	sustainable	sustainable	ADJ
ajiri-6224	241	22	development	development	NOUN
ajiri-6224	241	23	,	,	PUNCT
ajiri-6224	241	24	advances	advance	NOUN
ajiri-6224	241	25	in	in	ADP
ajiri-6224	241	26	intelligent	intelligent	ADJ
ajiri-6224	241	27	systems	system	NOUN
ajiri-6224	241	28	and	and	CCONJ
ajiri-6224	241	29	computing	computing	NOUN
ajiri-6224	241	30	,	,	PUNCT
ajiri-6224	241	31	409	409	NUM
ajiri-6224	241	32	(	(	PUNCT
ajiri-6224	241	33	pp	pp	ADJ
ajiri-6224	241	34	.	.	PUNCT
ajiri-6224	241	35	24–47	24–47	NUM
ajiri-6224	241	36	)	)	PUNCT
ajiri-6224	241	37	.	.	PUNCT
ajiri-6224	242	1	springer	springer	NOUN
ajiri-6224	242	2	.	.	PUNCT
ajiri-6224	243	1	https://doi	https://doi	PROPN
ajiri-6224	243	2	.	.	PUNCT
ajiri-6224	243	3	org/10.1007/978	org/10.1007/978	PROPN
ajiri-6224	243	4	-	-	PUNCT
ajiri-6224	243	5	981	981	NUM
ajiri-6224	243	6	-	-	PUNCT
ajiri-6224	243	7	10	10	NUM
ajiri-6224	243	8	-	-	PUNCT
ajiri-6224	243	9	0135	0135	NUM
ajiri-6224	243	10	-	-	SYM
ajiri-6224	243	11	2_34	2_34	NUM
ajiri-6224	243	12	homoliak	homoliak	PROPN
ajiri-6224	243	13	,	,	PUNCT
ajiri-6224	243	14	i.	i.	PROPN
ajiri-6224	243	15	,	,	PUNCT
ajiri-6224	243	16	toffalini	toffalini	PROPN
ajiri-6224	243	17	,	,	PUNCT
ajiri-6224	243	18	f.	f.	PROPN
ajiri-6224	243	19	,	,	PUNCT
ajiri-6224	243	20	guarnizo	guarnizo	PROPN
ajiri-6224	243	21	,	,	PUNCT
ajiri-6224	243	22	j.	j.	PROPN
ajiri-6224	243	23	,	,	PUNCT
ajiri-6224	243	24	elovici	elovici	NOUN
ajiri-6224	243	25	,	,	PUNCT
ajiri-6224	243	26	y.	y.	PROPN
ajiri-6224	243	27	,	,	PUNCT
ajiri-6224	243	28	&	&	CCONJ
ajiri-6224	243	29	ochoa	ochoa	PROPN
ajiri-6224	243	30	,	,	PUNCT
ajiri-6224	243	31	m.	m.	NOUN
ajiri-6224	243	32	(	(	PUNCT
ajiri-6224	243	33	2019	2019	NUM
ajiri-6224	243	34	)	)	PUNCT
ajiri-6224	243	35	.	.	PUNCT
ajiri-6224	244	1	insight	insight	NOUN
ajiri-6224	244	2	into	into	ADP
ajiri-6224	244	3	insiders	insider	NOUN
ajiri-6224	244	4	and	and	CCONJ
ajiri-6224	244	5	it	it	PRON
ajiri-6224	244	6	:	:	PUNCT
ajiri-6224	244	7	a	a	DET
ajiri-6224	244	8	survey	survey	NOUN
ajiri-6224	244	9	of	of	ADP
ajiri-6224	244	10	insider	insider	NOUN
ajiri-6224	244	11	threat	threat	NOUN
ajiri-6224	244	12	taxonomies	taxonomy	NOUN
ajiri-6224	244	13	,	,	PUNCT
ajiri-6224	244	14	analysis	analysis	NOUN
ajiri-6224	244	15	,	,	PUNCT
ajiri-6224	244	16	modeling	modeling	NOUN
ajiri-6224	244	17	,	,	PUNCT
ajiri-6224	244	18	and	and	CCONJ
ajiri-6224	244	19	countermeasures	countermeasure	NOUN
ajiri-6224	244	20	.	.	PUNCT
ajiri-6224	245	1	acm	acm	PROPN
ajiri-6224	245	2	computing	computing	NOUN
ajiri-6224	245	3	surveys	survey	NOUN
ajiri-6224	245	4	,	,	PUNCT
ajiri-6224	245	5	52(2	52(2	NUM
ajiri-6224	245	6	)	)	PUNCT
ajiri-6224	245	7	,	,	PUNCT
ajiri-6224	245	8	1–40	1–40	NUM
ajiri-6224	245	9	.	.	PUNCT
ajiri-6224	246	1	https://doi.org/10.1145/3303771	https://doi.org/10.1145/3303771	PROPN
ajiri-6224	246	2	kandias	kandia	NOUN
ajiri-6224	246	3	,	,	PUNCT
ajiri-6224	246	4	m.	m.	NOUN
ajiri-6224	246	5	,	,	PUNCT
ajiri-6224	246	6	mylonas	mylona	NOUN
ajiri-6224	246	7	,	,	PUNCT
ajiri-6224	246	8	a.	a.	NOUN
ajiri-6224	246	9	,	,	PUNCT
ajiri-6224	246	10	virvilis	virvilis	PROPN
ajiri-6224	246	11	,	,	PUNCT
ajiri-6224	246	12	n.	n.	NOUN
ajiri-6224	246	13	,	,	PUNCT
ajiri-6224	246	14	theoharidou	theoharidou	NOUN
ajiri-6224	246	15	,	,	PUNCT
ajiri-6224	246	16	m.	m.	NOUN
ajiri-6224	246	17	,	,	PUNCT
ajiri-6224	246	18	&	&	CCONJ
ajiri-6224	246	19	gritzalis	gritzalis	PROPN
ajiri-6224	246	20	,	,	PUNCT
ajiri-6224	246	21	d.	d.	PROPN
ajiri-6224	246	22	(	(	PUNCT
ajiri-6224	246	23	2010	2010	NUM
ajiri-6224	246	24	)	)	PUNCT
ajiri-6224	246	25	.	.	PUNCT
ajiri-6224	247	1	an	an	DET
ajiri-6224	247	2	insider	insider	NOUN
ajiri-6224	247	3	threat	threat	NOUN
ajiri-6224	247	4	prediction	prediction	NOUN
ajiri-6224	247	5	model	model	NOUN
ajiri-6224	247	6	.	.	PUNCT
ajiri-6224	248	1	trust	trust	PROPN
ajiri-6224	248	2	,	,	PUNCT
ajiri-6224	248	3	privacy	privacy	NOUN
ajiri-6224	248	4	and	and	CCONJ
ajiri-6224	248	5	security	security	NOUN
ajiri-6224	248	6	in	in	ADP
ajiri-6224	248	7	digital	digital	ADJ
ajiri-6224	248	8	business	business	NOUN
ajiri-6224	248	9	,	,	PUNCT
ajiri-6224	248	10	6264	6264	NUM
ajiri-6224	248	11	,	,	PUNCT
ajiri-6224	248	12	26–37	26–37	PROPN
ajiri-6224	248	13	.	.	PUNCT
ajiri-6224	249	1	https://doi.org/10.1007/978-3-64215152-1_3	https://doi.org/10.1007/978-3-64215152-1_3	PROPN
ajiri-6224	249	2	liu	liu	PROPN
ajiri-6224	249	3	,	,	PUNCT
ajiri-6224	249	4	j.	j.	PROPN
ajiri-6224	249	5	,	,	PUNCT
ajiri-6224	249	6	kuhn	kuhn	PROPN
ajiri-6224	249	7	,	,	PUNCT
ajiri-6224	249	8	r.	r.	PROPN
ajiri-6224	249	9	,	,	PUNCT
ajiri-6224	249	10	&	&	CCONJ
ajiri-6224	249	11	ross	ross	PROPN
ajiri-6224	249	12	,	,	PUNCT
ajiri-6224	249	13	r.	r.	PROPN
ajiri-6224	249	14	(	(	PUNCT
ajiri-6224	249	15	2018	2018	NUM
ajiri-6224	249	16	)	)	PUNCT
ajiri-6224	249	17	.	.	PUNCT
ajiri-6224	250	1	insider	insider	NOUN
ajiri-6224	250	2	threat	threat	NOUN
ajiri-6224	250	3	detection	detection	NOUN
ajiri-6224	250	4	using	use	VERB
ajiri-6224	250	5	system	system	NOUN
ajiri-6224	250	6	logs	log	NOUN
ajiri-6224	250	7	.	.	PUNCT
ajiri-6224	251	1	ieee	ieee	PROPN
ajiri-6224	251	2	security	security	PROPN
ajiri-6224	251	3	&	&	CCONJ
ajiri-6224	251	4	privacy	privacy	NOUN
ajiri-6224	251	5	,	,	PUNCT
ajiri-6224	251	6	16(2	16(2	NUM
ajiri-6224	251	7	)	)	PUNCT
ajiri-6224	251	8	,	,	PUNCT
ajiri-6224	251	9	26	26	NUM
ajiri-6224	251	10	–	–	PUNCT
ajiri-6224	251	11	34	34	NUM
ajiri-6224	251	12	.	.	PUNCT
ajiri-6224	252	1	https://doi.org/10.1109/msp.2018.1870874	https://doi.org/10.1109/msp.2018.1870874	PROPN
ajiri-6224	252	2	pa	pa	PROPN
ajiri-6224	252	3	ge	ge	PROPN
ajiri-6224	252	4	90	90	NUM
ajiri-6224	252	5	https://journals.e-palli.com/home/index.php/ajiri	https://journals.e-palli.com/home/index.php/ajiri	PROPN
ajiri-6224	252	6	am	be	AUX
ajiri-6224	252	7	.	.	PUNCT
ajiri-6224	253	1	j.	j.	PROPN
ajiri-6224	253	2	interdiscip	interdiscip	PROPN
ajiri-6224	253	3	.	.	PUNCT
ajiri-6224	254	1	res	re	NOUN
ajiri-6224	254	2	.	.	PUNCT
ajiri-6224	255	1	innov	innov	PROPN
ajiri-6224	255	2	.	.	PUNCT
ajiri-6224	256	1	4(3	4(3	NUM
ajiri-6224	256	2	)	)	PUNCT
ajiri-6224	256	3	82	82	NUM
ajiri-6224	256	4	-	-	SYM
ajiri-6224	256	5	90	90	NUM
ajiri-6224	256	6	2025	2025	NUM
ajiri-6224	256	7	magklaras	magklara	NOUN
ajiri-6224	256	8	,	,	PUNCT
ajiri-6224	256	9	g.	g.	PROPN
ajiri-6224	256	10	,	,	PUNCT
ajiri-6224	256	11	&	&	CCONJ
ajiri-6224	256	12	furnell	furnell	PROPN
ajiri-6224	256	13	,	,	PUNCT
ajiri-6224	256	14	s.	s.	PROPN
ajiri-6224	256	15	(	(	PUNCT
ajiri-6224	256	16	2002	2002	NUM
ajiri-6224	256	17	)	)	PUNCT
ajiri-6224	256	18	.	.	PUNCT
ajiri-6224	257	1	insider	insider	NOUN
ajiri-6224	257	2	threat	threat	NOUN
ajiri-6224	257	3	prediction	prediction	NOUN
ajiri-6224	257	4	tool	tool	NOUN
ajiri-6224	257	5	:	:	PUNCT
ajiri-6224	257	6	evaluating	evaluate	VERB
ajiri-6224	257	7	the	the	DET
ajiri-6224	257	8	probability	probability	NOUN
ajiri-6224	257	9	of	of	ADP
ajiri-6224	257	10	it	it	PRON
ajiri-6224	257	11	misuse	misuse	NOUN
ajiri-6224	257	12	.	.	PUNCT
ajiri-6224	258	1	computers	computer	NOUN
ajiri-6224	258	2	&	&	CCONJ
ajiri-6224	258	3	security	security	NOUN
ajiri-6224	258	4	,	,	PUNCT
ajiri-6224	258	5	21(1	21(1	NUM
ajiri-6224	258	6	)	)	PUNCT
ajiri-6224	258	7	,	,	PUNCT
ajiri-6224	258	8	62–73	62–73	NOUN
ajiri-6224	258	9	.	.	PUNCT
ajiri-6224	259	1	https://	https://	PROPN
ajiri-6224	259	2	doi.org/10.1016/s0167-4048(02)00506-0	doi.org/10.1016/s0167-4048(02)00506-0	PROPN
ajiri-6224	259	3	mishra	mishra	PROPN
ajiri-6224	259	4	,	,	PUNCT
ajiri-6224	259	5	s.	s.	PROPN
ajiri-6224	259	6	,	,	PUNCT
ajiri-6224	259	7	&	&	CCONJ
ajiri-6224	259	8	varadharajan	varadharajan	PROPN
ajiri-6224	259	9	,	,	PUNCT
ajiri-6224	259	10	v.	v.	PROPN
ajiri-6224	259	11	(	(	PUNCT
ajiri-6224	259	12	2021	2021	NUM
ajiri-6224	259	13	)	)	PUNCT
ajiri-6224	259	14	.	.	PUNCT
ajiri-6224	260	1	multimodal	multimodal	NOUN
ajiri-6224	260	2	machine	machine	NOUN
ajiri-6224	260	3	learning	learn	VERB
ajiri-6224	260	4	for	for	ADP
ajiri-6224	260	5	cybersecurity	cybersecurity	NOUN
ajiri-6224	260	6	applications	application	NOUN
ajiri-6224	260	7	.	.	PUNCT
ajiri-6224	261	1	future	future	ADJ
ajiri-6224	261	2	generation	generation	NOUN
ajiri-6224	261	3	computer	computer	NOUN
ajiri-6224	261	4	systems	system	NOUN
ajiri-6224	261	5	,	,	PUNCT
ajiri-6224	261	6	125	125	NUM
ajiri-6224	261	7	,	,	PUNCT
ajiri-6224	261	8	691–706	691–706	NUM
ajiri-6224	261	9	.	.	PUNCT
ajiri-6224	262	1	https://doi	https://doi	X
ajiri-6224	262	2	.	.	PUNCT
ajiri-6224	262	3	org/10.1016	org/10.1016	PROPN
ajiri-6224	262	4	/	/	SYM
ajiri-6224	262	5	j.future.2021.06.004	j.future.2021.06.004	PROPN
ajiri-6224	262	6	moore	moore	PROPN
ajiri-6224	262	7	,	,	PUNCT
ajiri-6224	262	8	a.	a.	PROPN
ajiri-6224	262	9	,	,	PUNCT
ajiri-6224	262	10	cappelli	cappelli	PROPN
ajiri-6224	262	11	,	,	PUNCT
ajiri-6224	262	12	d.	d.	PROPN
ajiri-6224	262	13	,	,	PUNCT
ajiri-6224	262	14	&	&	CCONJ
ajiri-6224	262	15	trzeciak	trzeciak	PROPN
ajiri-6224	262	16	,	,	PUNCT
ajiri-6224	262	17	r.	r.	PROPN
ajiri-6224	262	18	(	(	PUNCT
ajiri-6224	262	19	2008	2008	NUM
ajiri-6224	262	20	)	)	PUNCT
ajiri-6224	262	21	.	.	PUNCT
ajiri-6224	263	1	the	the	DET
ajiri-6224	263	2	“	"	PUNCT
ajiri-6224	263	3	big	big	ADJ
ajiri-6224	263	4	picture	picture	NOUN
ajiri-6224	263	5	”	"	PUNCT
ajiri-6224	263	6	of	of	ADP
ajiri-6224	263	7	insider	insider	NOUN
ajiri-6224	263	8	it	it	PRON
ajiri-6224	263	9	sabotage	sabotage	VERB
ajiri-6224	263	10	across	across	ADP
ajiri-6224	263	11	u.s	u.s	PROPN
ajiri-6224	263	12	.	.	PROPN
ajiri-6224	263	13	critical	critical	ADJ
ajiri-6224	263	14	infrastructures	infrastructure	NOUN
ajiri-6224	263	15	.	.	PUNCT
ajiri-6224	264	1	proceedings	proceeding	NOUN
ajiri-6224	264	2	of	of	ADP
ajiri-6224	264	3	the	the	DET
ajiri-6224	264	4	2008	2008	NUM
ajiri-6224	264	5	international	international	ADJ
ajiri-6224	264	6	conference	conference	NOUN
ajiri-6224	264	7	on	on	ADP
ajiri-6224	264	8	software	software	NOUN
ajiri-6224	264	9	engineering	engineering	NOUN
ajiri-6224	264	10	,	,	PUNCT
ajiri-6224	264	11	493–502	493–502	NUM
ajiri-6224	264	12	.	.	PUNCT
ajiri-6224	265	1	https://	https://	PROPN
ajiri-6224	265	2	doi.org/10.1145/1368088.1368155	doi.org/10.1145/1368088.1368155	PROPN
ajiri-6224	265	3	nasir	nasir	PROPN
ajiri-6224	265	4	,	,	PUNCT
ajiri-6224	265	5	r.	r.	PROPN
ajiri-6224	265	6	,	,	PUNCT
ajiri-6224	265	7	afzal	afzal	PROPN
ajiri-6224	265	8	,	,	PUNCT
ajiri-6224	265	9	m.	m.	NOUN
ajiri-6224	265	10	,	,	PUNCT
ajiri-6224	265	11	latif	latif	PROPN
ajiri-6224	265	12	,	,	PUNCT
ajiri-6224	265	13	r.	r.	PROPN
ajiri-6224	265	14	,	,	PUNCT
ajiri-6224	265	15	&	&	CCONJ
ajiri-6224	265	16	iqbal	iqbal	PROPN
ajiri-6224	265	17	,	,	PUNCT
ajiri-6224	265	18	w.	w.	PROPN
ajiri-6224	265	19	(	(	PUNCT
ajiri-6224	265	20	2021	2021	NUM
ajiri-6224	265	21	)	)	PUNCT
ajiri-6224	265	22	.	.	PUNCT
ajiri-6224	266	1	behaviour	behaviour	NOUN
ajiri-6224	266	2	-	-	PUNCT
ajiri-6224	266	3	based	base	VERB
ajiri-6224	266	4	insider	insider	NOUN
ajiri-6224	266	5	threat	threat	NOUN
ajiri-6224	266	6	detection	detection	NOUN
ajiri-6224	266	7	using	use	VERB
ajiri-6224	266	8	deep	deep	ADJ
ajiri-6224	266	9	learning	learning	NOUN
ajiri-6224	266	10	.	.	PUNCT
ajiri-6224	267	1	ieee	ieee	NOUN
ajiri-6224	267	2	access	access	NOUN
ajiri-6224	267	3	,	,	PUNCT
ajiri-6224	267	4	9	9	NUM
ajiri-6224	267	5	,	,	PUNCT
ajiri-6224	267	6	3118297	3118297	NUM
ajiri-6224	267	7	.	.	PUNCT
ajiri-6224	268	1	https://doi	https://doi	PROPN
ajiri-6224	268	2	.	.	PUNCT
ajiri-6224	268	3	org/10.1109	org/10.1109	PROPN
ajiri-6224	268	4	/	/	SYM
ajiri-6224	268	5	access.2021.3118297	access.2021.3118297	NOUN
ajiri-6224	268	6	park	park	NOUN
ajiri-6224	268	7	,	,	PUNCT
ajiri-6224	268	8	y.	y.	PROPN
ajiri-6224	268	9	,	,	PUNCT
ajiri-6224	268	10	&	&	CCONJ
ajiri-6224	268	11	lee	lee	PROPN
ajiri-6224	268	12	,	,	PUNCT
ajiri-6224	268	13	h.	h.	PROPN
ajiri-6224	268	14	(	(	PUNCT
ajiri-6224	268	15	2020	2020	NUM
ajiri-6224	268	16	)	)	PUNCT
ajiri-6224	268	17	.	.	PUNCT
ajiri-6224	269	1	data	datum	NOUN
ajiri-6224	269	2	fusion	fusion	NOUN
ajiri-6224	269	3	techniques	technique	NOUN
ajiri-6224	269	4	for	for	ADP
ajiri-6224	269	5	anomaly	anomaly	NOUN
ajiri-6224	269	6	detection	detection	NOUN
ajiri-6224	269	7	in	in	ADP
ajiri-6224	269	8	cyber	cyber	ADJ
ajiri-6224	269	9	–	–	PUNCT
ajiri-6224	269	10	physical	physical	ADJ
ajiri-6224	269	11	systems	system	NOUN
ajiri-6224	269	12	.	.	PUNCT
ajiri-6224	270	1	sensors	sensor	NOUN
ajiri-6224	270	2	,	,	PUNCT
ajiri-6224	270	3	20(23	20(23	NOUN
ajiri-6224	270	4	)	)	PUNCT
ajiri-6224	270	5	,	,	PUNCT
ajiri-6224	270	6	6900	6900	NUM
ajiri-6224	270	7	.	.	PUNCT
ajiri-6224	271	1	https://doi.org/10.3390/s20236900	https://doi.org/10.3390/s20236900	NUM
ajiri-6224	271	2	pennada	pennada	NOUN
ajiri-6224	271	3	,	,	PUNCT
ajiri-6224	271	4	s.	s.	PROPN
ajiri-6224	271	5	s.	s.	PROPN
ajiri-6224	271	6	p.	p.	PROPN
ajiri-6224	271	7	,	,	PUNCT
ajiri-6224	271	8	nayak	nayak	PROPN
ajiri-6224	271	9	,	,	PUNCT
ajiri-6224	271	10	s.	s.	PROPN
ajiri-6224	271	11	k.	k.	PROPN
ajiri-6224	271	12	,	,	PUNCT
ajiri-6224	271	13	&	&	CCONJ
ajiri-6224	271	14	m.	m.	PROPN
ajiri-6224	271	15	v.	v.	PROPN
ajiri-6224	271	16	k.	k.	PROPN
ajiri-6224	271	17	(	(	PUNCT
ajiri-6224	271	18	2025	2025	NUM
ajiri-6224	271	19	)	)	PUNCT
ajiri-6224	271	20	.	.	PUNCT
ajiri-6224	272	1	insider	insider	NOUN
ajiri-6224	272	2	threat	threat	NOUN
ajiri-6224	272	3	detection	detection	NOUN
ajiri-6224	272	4	using	use	VERB
ajiri-6224	272	5	behavioural	behavioural	ADJ
ajiri-6224	272	6	analysis	analysis	NOUN
ajiri-6224	272	7	through	through	ADP
ajiri-6224	272	8	machine	machine	NOUN
ajiri-6224	272	9	learning	learning	NOUN
ajiri-6224	272	10	and	and	CCONJ
ajiri-6224	272	11	deep	deep	ADJ
ajiri-6224	272	12	learning	learning	NOUN
ajiri-6224	272	13	techniques	technique	NOUN
ajiri-6224	272	14	.	.	PUNCT
ajiri-6224	273	1	international	international	ADJ
ajiri-6224	273	2	research	research	PROPN
ajiri-6224	273	3	journal	journal	NOUN
ajiri-6224	273	4	of	of	ADP
ajiri-6224	273	5	multidisciplinary	multidisciplinary	ADJ
ajiri-6224	273	6	technovation	technovation	NOUN
ajiri-6224	273	7	,	,	PUNCT
ajiri-6224	273	8	7(2	7(2	NUM
ajiri-6224	273	9	)	)	PUNCT
ajiri-6224	273	10	,	,	PUNCT
ajiri-6224	273	11	74–86	74–86	NUM
ajiri-6224	273	12	.	.	PUNCT
ajiri-6224	274	1	https://doi.org/10.54392/	https://doi.org/10.54392/	PROPN
ajiri-6224	274	2	irjmt2527	irjmt2527	PROPN
ajiri-6224	274	3	racherache	racherache	PROPN
ajiri-6224	274	4	,	,	PUNCT
ajiri-6224	274	5	b.	b.	PROPN
ajiri-6224	274	6	,	,	PUNCT
ajiri-6224	274	7	shirani	shirani	PROPN
ajiri-6224	274	8	,	,	PUNCT
ajiri-6224	274	9	p.	p.	NOUN
ajiri-6224	274	10	,	,	PUNCT
ajiri-6224	274	11	&	&	CCONJ
ajiri-6224	274	12	soeanu	soeanu	PROPN
ajiri-6224	274	13	,	,	PUNCT
ajiri-6224	274	14	a.	a.	NOUN
ajiri-6224	274	15	(	(	PUNCT
ajiri-6224	274	16	2023	2023	NUM
ajiri-6224	274	17	)	)	PUNCT
ajiri-6224	274	18	.	.	PUNCT
ajiri-6224	275	1	insider	insider	NOUN
ajiri-6224	275	2	threat	threat	NOUN
ajiri-6224	275	3	detection	detection	NOUN
ajiri-6224	275	4	using	use	VERB
ajiri-6224	275	5	supervised	supervised	ADJ
ajiri-6224	275	6	machine	machine	NOUN
ajiri-6224	275	7	learning	learn	VERB
ajiri-6224	275	8	algorithms	algorithm	NOUN
ajiri-6224	275	9	on	on	ADP
ajiri-6224	275	10	an	an	DET
ajiri-6224	275	11	extremely	extremely	ADV
ajiri-6224	275	12	imbalanced	imbalanced	ADJ
ajiri-6224	275	13	dataset	dataset	NOUN
ajiri-6224	275	14	.	.	PUNCT
ajiri-6224	276	1	computers	computer	NOUN
ajiri-6224	276	2	&	&	CCONJ
ajiri-6224	276	3	security	security	NOUN
ajiri-6224	276	4	,	,	PUNCT
ajiri-6224	276	5	125	125	NUM
ajiri-6224	276	6	,	,	PUNCT
ajiri-6224	276	7	103350	103350	NUM
ajiri-6224	276	8	.	.	PUNCT
ajiri-6224	277	1	https://doi	https://doi	X
ajiri-6224	277	2	.	.	PUNCT
ajiri-6224	277	3	org/10.1016	org/10.1016	PROPN
ajiri-6224	277	4	/	/	SYM
ajiri-6224	277	5	j.cose.2023.103350	j.cose.2023.103350	PROPN
ajiri-6224	277	6	sanzgiri	sanzgiri	PROPN
ajiri-6224	277	7	,	,	PUNCT
ajiri-6224	277	8	a.	a.	PROPN
ajiri-6224	277	9	,	,	PUNCT
ajiri-6224	277	10	&	&	CCONJ
ajiri-6224	277	11	dasgupta	dasgupta	PROPN
ajiri-6224	277	12	,	,	PUNCT
ajiri-6224	277	13	d.	d.	PROPN
ajiri-6224	277	14	(	(	PUNCT
ajiri-6224	277	15	2016	2016	NUM
ajiri-6224	277	16	)	)	PUNCT
ajiri-6224	277	17	.	.	PUNCT
ajiri-6224	278	1	classification	classification	NOUN
ajiri-6224	278	2	of	of	ADP
ajiri-6224	278	3	insider	insider	NOUN
ajiri-6224	278	4	threat	threat	NOUN
ajiri-6224	278	5	detection	detection	NOUN
ajiri-6224	278	6	techniques	technique	NOUN
ajiri-6224	278	7	.	.	PUNCT
ajiri-6224	279	1	2016	2016	NUM
ajiri-6224	279	2	ieee	ieee	NOUN
ajiri-6224	279	3	symposium	symposium	NOUN
ajiri-6224	279	4	on	on	ADP
ajiri-6224	279	5	technologies	technology	NOUN
ajiri-6224	279	6	for	for	ADP
ajiri-6224	279	7	homeland	homeland	NOUN
ajiri-6224	279	8	security	security	NOUN
ajiri-6224	279	9	,	,	PUNCT
ajiri-6224	279	10	1–6	1–6	NUM
ajiri-6224	279	11	.	.	PUNCT
ajiri-6224	280	1	https://doi.org/10.1109/ths.2016.7568904	https://doi.org/10.1109/ths.2016.7568904	VERB
ajiri-6224	280	2	shu	shu	PROPN
ajiri-6224	280	3	,	,	PUNCT
ajiri-6224	280	4	x.	x.	PROPN
ajiri-6224	280	5	,	,	PUNCT
ajiri-6224	280	6	&	&	CCONJ
ajiri-6224	280	7	yao	yao	PROPN
ajiri-6224	280	8	,	,	PUNCT
ajiri-6224	280	9	d.	d.	PROPN
ajiri-6224	280	10	(	(	PUNCT
ajiri-6224	280	11	2016	2016	NUM
ajiri-6224	280	12	)	)	PUNCT
ajiri-6224	280	13	.	.	PUNCT
ajiri-6224	281	1	data	datum	NOUN
ajiri-6224	281	2	leak	leak	PROPN
ajiri-6224	281	3	detection	detection	NOUN
ajiri-6224	281	4	as	as	ADP
ajiri-6224	281	5	a	a	DET
ajiri-6224	281	6	service	service	NOUN
ajiri-6224	281	7	.	.	PUNCT
ajiri-6224	282	1	ieee	ieee	NOUN
ajiri-6224	282	2	transactions	transaction	NOUN
ajiri-6224	282	3	on	on	ADP
ajiri-6224	282	4	services	service	NOUN
ajiri-6224	282	5	computing	computing	NOUN
ajiri-6224	282	6	,	,	PUNCT
ajiri-6224	282	7	9(1	9(1	NUM
ajiri-6224	282	8	)	)	PUNCT
ajiri-6224	282	9	,	,	PUNCT
ajiri-6224	282	10	75–87	75–87	NUM
ajiri-6224	282	11	.	.	PUNCT
ajiri-6224	283	1	https://doi.org/10.1109/tsc.2015.2390670	https://doi.org/10.1109/tsc.2015.2390670	PROPN
ajiri-6224	283	2	song	song	PROPN
ajiri-6224	283	3	,	,	PUNCT
ajiri-6224	283	4	c.	c.	PROPN
ajiri-6224	283	5	,	,	PUNCT
ajiri-6224	283	6	&	&	CCONJ
ajiri-6224	283	7	zheng	zheng	PROPN
ajiri-6224	283	8	,	,	PUNCT
ajiri-6224	283	9	j.	j.	PROPN
ajiri-6224	283	10	(	(	PUNCT
ajiri-6224	283	11	2025	2025	NUM
ajiri-6224	283	12	)	)	PUNCT
ajiri-6224	283	13	.	.	PUNCT
ajiri-6224	284	1	insight	insight	NOUN
ajiri-6224	284	2	-	-	PUNCT
ajiri-6224	284	3	llm	llm	NOUN
ajiri-6224	284	4	:	:	PUNCT
ajiri-6224	284	5	llm	llm	ADJ
ajiri-6224	284	6	-	-	PUNCT
ajiri-6224	284	7	enhanced	enhance	VERB
ajiri-6224	284	8	multi	multi	ADJ
ajiri-6224	284	9	-	-	ADJ
ajiri-6224	284	10	view	view	ADJ
ajiri-6224	284	11	fusion	fusion	NOUN
ajiri-6224	284	12	in	in	ADP
ajiri-6224	284	13	insider	insider	NOUN
ajiri-6224	284	14	threat	threat	NOUN
ajiri-6224	284	15	detection	detection	NOUN
ajiri-6224	285	1	[	[	X
ajiri-6224	285	2	preprint	preprint	NOUN
ajiri-6224	285	3	]	]	X
ajiri-6224	285	4	.	.	PUNCT
ajiri-6224	286	1	arxiv	arxiv	PROPN
ajiri-6224	286	2	.	.	PUNCT
ajiri-6224	287	1	https://doi.org/10.48550/arxiv.2509.01509	https://doi.org/10.48550/arxiv.2509.01509	PROPN
ajiri-6224	287	2	stolfo	stolfo	PROPN
ajiri-6224	287	3	,	,	PUNCT
ajiri-6224	287	4	s.	s.	PROPN
ajiri-6224	287	5	,	,	PUNCT
ajiri-6224	287	6	bellovin	bellovin	PROPN
ajiri-6224	287	7	,	,	PUNCT
ajiri-6224	287	8	s.	s.	PROPN
ajiri-6224	287	9	,	,	PUNCT
ajiri-6224	287	10	hershkop	hershkop	PROPN
ajiri-6224	287	11	,	,	PUNCT
ajiri-6224	287	12	s.	s.	PROPN
ajiri-6224	287	13	,	,	PUNCT
ajiri-6224	287	14	keromytis	keromytis	PROPN
ajiri-6224	287	15	,	,	PUNCT
ajiri-6224	287	16	a.	a.	PROPN
ajiri-6224	287	17	,	,	PUNCT
ajiri-6224	287	18	smith	smith	PROPN
ajiri-6224	287	19	,	,	PUNCT
ajiri-6224	287	20	s.	s.	PROPN
ajiri-6224	287	21	,	,	PUNCT
ajiri-6224	287	22	&	&	CCONJ
ajiri-6224	287	23	sinclair	sinclair	PROPN
ajiri-6224	287	24	,	,	PUNCT
ajiri-6224	287	25	s.	s.	PROPN
ajiri-6224	287	26	(	(	PUNCT
ajiri-6224	287	27	2008	2008	NUM
ajiri-6224	287	28	)	)	PUNCT
ajiri-6224	287	29	.	.	PUNCT
ajiri-6224	288	1	insider	insider	NOUN
ajiri-6224	288	2	attack	attack	NOUN
ajiri-6224	288	3	and	and	CCONJ
ajiri-6224	288	4	cybersecurity	cybersecurity	NOUN
ajiri-6224	288	5	:	:	PUNCT
ajiri-6224	288	6	beyond	beyond	ADP
ajiri-6224	288	7	the	the	DET
ajiri-6224	288	8	hacker	hacker	NOUN
ajiri-6224	288	9	.	.	PUNCT
ajiri-6224	289	1	advances	advance	NOUN
ajiri-6224	289	2	in	in	ADP
ajiri-6224	289	3	information	information	NOUN
ajiri-6224	289	4	security	security	NOUN
ajiri-6224	289	5	,	,	PUNCT
ajiri-6224	289	6	39	39	NUM
ajiri-6224	289	7	.	.	PUNCT
ajiri-6224	290	1	https://doi.org/10.1007/9780-387-77322-3	https://doi.org/10.1007/9780-387-77322-3	PROPN
ajiri-6224	290	2	wang	wang	PROPN
ajiri-6224	290	3	,	,	PUNCT
ajiri-6224	290	4	h.	h.	PROPN
ajiri-6224	290	5	,	,	PUNCT
ajiri-6224	290	6	wang	wang	PROPN
ajiri-6224	290	7	,	,	PUNCT
ajiri-6224	290	8	y.	y.	PROPN
ajiri-6224	290	9	,	,	PUNCT
ajiri-6224	290	10	&	&	CCONJ
ajiri-6224	290	11	yang	yang	PROPN
ajiri-6224	290	12	,	,	PUNCT
ajiri-6224	290	13	g.	g.	PROPN
ajiri-6224	290	14	(	(	PUNCT
ajiri-6224	290	15	2013	2013	NUM
ajiri-6224	290	16	)	)	PUNCT
ajiri-6224	290	17	.	.	PUNCT
ajiri-6224	291	1	a	a	DET
ajiri-6224	291	2	predictive	predictive	ADJ
ajiri-6224	291	3	model	model	NOUN
ajiri-6224	291	4	of	of	ADP
ajiri-6224	291	5	insider	insider	NOUN
ajiri-6224	291	6	threat	threat	NOUN
ajiri-6224	291	7	based	base	VERB
ajiri-6224	291	8	on	on	ADP
ajiri-6224	291	9	a	a	DET
ajiri-6224	291	10	bayesian	bayesian	NOUN
ajiri-6224	291	11	network	network	NOUN
ajiri-6224	291	12	.	.	PUNCT
ajiri-6224	292	1	international	international	ADJ
ajiri-6224	292	2	journal	journal	NOUN
ajiri-6224	292	3	of	of	ADP
ajiri-6224	292	4	online	online	ADJ
ajiri-6224	292	5	and	and	CCONJ
ajiri-6224	292	6	biomedical	biomedical	ADJ
ajiri-6224	292	7	engineering	engineering	NOUN
ajiri-6224	292	8	,	,	PUNCT
ajiri-6224	292	9	9(s4	9(s4	NUM
ajiri-6224	292	10	)	)	PUNCT
ajiri-6224	292	11	,	,	PUNCT
ajiri-6224	292	12	69–74	69–74	NUM
ajiri-6224	292	13	.	.	PUNCT
ajiri-6224	293	1	https://doi.org/10.3991/	https://doi.org/10.3991/	PROPN
ajiri-6224	293	2	ijoe.v9is4.2660	ijoe.v9is4.2660	PROPN
ajiri-6224	293	3	weiland	weiland	PROPN
ajiri-6224	293	4	,	,	PUNCT
ajiri-6224	293	5	t.	t.	PROPN
ajiri-6224	293	6	,	,	PUNCT
ajiri-6224	293	7	legg	legg	NOUN
ajiri-6224	293	8	,	,	PUNCT
ajiri-6224	293	9	p.	p.	NOUN
ajiri-6224	293	10	,	,	PUNCT
ajiri-6224	293	11	&	&	CCONJ
ajiri-6224	293	12	nurse	nurse	PROPN
ajiri-6224	293	13	,	,	PUNCT
ajiri-6224	293	14	j.	j.	PROPN
ajiri-6224	293	15	(	(	PUNCT
ajiri-6224	293	16	2021	2021	NUM
ajiri-6224	293	17	)	)	PUNCT
ajiri-6224	293	18	.	.	PUNCT
ajiri-6224	294	1	insider	insider	NOUN
ajiri-6224	294	2	threat	threat	NOUN
ajiri-6224	294	3	detection	detection	NOUN
ajiri-6224	294	4	using	use	VERB
ajiri-6224	294	5	context	context	NOUN
ajiri-6224	294	6	-	-	PUNCT
ajiri-6224	294	7	aware	aware	ADJ
ajiri-6224	294	8	anomaly	anomaly	NOUN
ajiri-6224	294	9	detection	detection	NOUN
ajiri-6224	294	10	.	.	PUNCT
ajiri-6224	295	1	journal	journal	NOUN
ajiri-6224	295	2	of	of	ADP
ajiri-6224	295	3	cybersecurity	cybersecurity	NOUN
ajiri-6224	295	4	,	,	PUNCT
ajiri-6224	295	5	7(1	7(1	NUM
ajiri-6224	295	6	)	)	PUNCT
ajiri-6224	295	7	,	,	PUNCT
ajiri-6224	295	8	taab004	taab004	PROPN
ajiri-6224	295	9	.	.	PUNCT
ajiri-6224	296	1	https://doi	https://doi	PROPN
ajiri-6224	296	2	.	.	PUNCT
ajiri-6224	297	1	org/10.1093	org/10.1093	PROPN
ajiri-6224	297	2	/	/	SYM
ajiri-6224	297	3	cybsec	cybsec	NOUN
ajiri-6224	297	4	/	/	SYM
ajiri-6224	297	5	taab004	taab004	PROPN