id	sid	tid	token	lemma	pos
j6731260r19	1	1	in	in	ADP
j6731260r19	1	2	today	today	NOUN
j6731260r19	1	3	's	's	PART
j6731260r19	1	4	world	world	NOUN
j6731260r19	1	5	,	,	PUNCT
j6731260r19	1	6	many	many	ADJ
j6731260r19	1	7	tests	test	NOUN
j6731260r19	1	8	are	be	AUX
j6731260r19	1	9	conducted	conduct	VERB
j6731260r19	1	10	and	and	CCONJ
j6731260r19	1	11	completed	complete	VERB
j6731260r19	1	12	on	on	ADP
j6731260r19	1	13	computers	computer	NOUN
j6731260r19	1	14	,	,	PUNCT
j6731260r19	1	15	leveraging	leverage	VERB
j6731260r19	1	16	the	the	DET
j6731260r19	1	17	benefits	benefit	NOUN
j6731260r19	1	18	of	of	ADP
j6731260r19	1	19	information	information	NOUN
j6731260r19	1	20	technology	technology	NOUN
j6731260r19	1	21	.	.	PUNCT
j6731260r19	2	1	computer	computer	NOUN
j6731260r19	2	2	-	-	PUNCT
j6731260r19	2	3	based	base	VERB
j6731260r19	2	4	testing	testing	NOUN
j6731260r19	2	5	enables	enable	VERB
j6731260r19	2	6	continuous	continuous	ADJ
j6731260r19	2	7	assessment	assessment	NOUN
j6731260r19	2	8	,	,	PUNCT
j6731260r19	2	9	which	which	PRON
j6731260r19	2	10	is	be	AUX
j6731260r19	2	11	considerably	considerably	ADV
j6731260r19	2	12	more	more	ADV
j6731260r19	2	13	convenient	convenient	ADJ
j6731260r19	2	14	to	to	PART
j6731260r19	2	15	test	test	VERB
j6731260r19	2	16	takers	taker	NOUN
j6731260r19	2	17	compared	compare	VERB
j6731260r19	2	18	to	to	ADP
j6731260r19	2	19	the	the	DET
j6731260r19	2	20	traditional	traditional	ADJ
j6731260r19	2	21	paper	paper	NOUN
j6731260r19	2	22	-	-	PUNCT
j6731260r19	2	23	and	and	CCONJ
j6731260r19	2	24	-	-	PUNCT
j6731260r19	2	25	pencil	pencil	NOUN
j6731260r19	2	26	test	test	NOUN
j6731260r19	2	27	.	.	PUNCT
j6731260r19	3	1	however	however	ADV
j6731260r19	3	2	,	,	PUNCT
j6731260r19	3	3	it	it	PRON
j6731260r19	3	4	also	also	ADV
j6731260r19	3	5	raises	raise	VERB
j6731260r19	3	6	concerns	concern	NOUN
j6731260r19	3	7	about	about	ADP
j6731260r19	3	8	the	the	DET
j6731260r19	3	9	test	test	NOUN
j6731260r19	3	10	security	security	NOUN
j6731260r19	3	11	.	.	PUNCT
j6731260r19	4	1	for	for	ADP
j6731260r19	4	2	instance	instance	NOUN
j6731260r19	4	3	,	,	PUNCT
j6731260r19	4	4	examinees	examine	VERB
j6731260r19	4	5	who	who	PRON
j6731260r19	4	6	took	take	VERB
j6731260r19	4	7	the	the	DET
j6731260r19	4	8	test	test	NOUN
j6731260r19	4	9	earlier	early	ADV
j6731260r19	4	10	might	might	AUX
j6731260r19	4	11	share	share	VERB
j6731260r19	4	12	the	the	DET
j6731260r19	4	13	encountered	encounter	VERB
j6731260r19	4	14	items	item	NOUN
j6731260r19	4	15	with	with	ADP
j6731260r19	4	16	other	other	ADJ
j6731260r19	4	17	test	test	NOUN
j6731260r19	4	18	takers	taker	NOUN
j6731260r19	4	19	,	,	PUNCT
j6731260r19	4	20	resulting	result	VERB
j6731260r19	4	21	in	in	ADP
j6731260r19	4	22	item	item	NOUN
j6731260r19	4	23	bank	bank	NOUN
j6731260r19	4	24	leakage	leakage	NOUN
j6731260r19	4	25	and	and	CCONJ
j6731260r19	4	26	endangering	endanger	VERB
j6731260r19	4	27	the	the	DET
j6731260r19	4	28	test	test	NOUN
j6731260r19	4	29	's	's	PART
j6731260r19	4	30	validity	validity	NOUN
j6731260r19	4	31	and	and	CCONJ
j6731260r19	4	32	fairness	fairness	NOUN
j6731260r19	4	33	.	.	PUNCT
j6731260r19	5	1	although	although	SCONJ
j6731260r19	5	2	strategies	strategy	NOUN
j6731260r19	5	3	to	to	PART
j6731260r19	5	4	detect	detect	VERB
j6731260r19	5	5	and	and	CCONJ
j6731260r19	5	6	solve	solve	VERB
j6731260r19	5	7	the	the	DET
j6731260r19	5	8	issue	issue	NOUN
j6731260r19	5	9	of	of	ADP
j6731260r19	5	10	compromised	compromise	VERB
j6731260r19	5	11	items	item	NOUN
j6731260r19	5	12	have	have	AUX
j6731260r19	5	13	been	be	AUX
j6731260r19	5	14	proposed	propose	VERB
j6731260r19	5	15	and	and	CCONJ
j6731260r19	5	16	investigated	investigate	VERB
j6731260r19	5	17	,	,	PUNCT
j6731260r19	5	18	most	most	ADJ
j6731260r19	5	19	solutions	solution	NOUN
j6731260r19	5	20	are	be	AUX
j6731260r19	5	21	computationally	computationally	ADV
j6731260r19	5	22	intensive	intensive	ADJ
j6731260r19	5	23	and	and	CCONJ
j6731260r19	5	24	hence	hence	ADV
j6731260r19	5	25	challenging	challenge	VERB
j6731260r19	5	26	to	to	PART
j6731260r19	5	27	implement	implement	VERB
j6731260r19	5	28	in	in	ADP
j6731260r19	5	29	real	real	ADJ
j6731260r19	5	30	-	-	PUNCT
j6731260r19	5	31	time	time	NOUN
j6731260r19	5	32	monitoring	monitoring	NOUN
j6731260r19	5	33	.	.	PUNCT
j6731260r19	6	1	to	to	PART
j6731260r19	6	2	address	address	VERB
j6731260r19	6	3	this	this	DET
j6731260r19	6	4	challenge	challenge	NOUN
j6731260r19	6	5	,	,	PUNCT
j6731260r19	6	6	we	we	PRON
j6731260r19	6	7	present	present	VERB
j6731260r19	6	8	two	two	NUM
j6731260r19	6	9	novel	novel	ADJ
j6731260r19	6	10	models	model	NOUN
j6731260r19	6	11	for	for	ADP
j6731260r19	6	12	detecting	detect	VERB
j6731260r19	6	13	compromised	compromise	VERB
j6731260r19	6	14	items	item	NOUN
j6731260r19	6	15	in	in	ADP
j6731260r19	6	16	this	this	DET
j6731260r19	6	17	dissertation	dissertation	NOUN
j6731260r19	6	18	:	:	PUNCT
j6731260r19	6	19	one	one	NUM
j6731260r19	6	20	using	use	VERB
j6731260r19	6	21	response	response	NOUN
j6731260r19	6	22	data	datum	NOUN
j6731260r19	6	23	,	,	PUNCT
j6731260r19	6	24	and	and	CCONJ
j6731260r19	6	25	the	the	DET
j6731260r19	6	26	other	other	ADJ
j6731260r19	6	27	using	use	VERB
j6731260r19	6	28	response	response	NOUN
j6731260r19	6	29	time	time	NOUN
j6731260r19	6	30	data	datum	NOUN
j6731260r19	6	31	.	.	PUNCT
j6731260r19	7	1	our	our	PRON
j6731260r19	7	2	proposed	propose	VERB
j6731260r19	7	3	models	model	NOUN
j6731260r19	7	4	consider	consider	VERB
j6731260r19	7	5	the	the	DET
j6731260r19	7	6	leakage	leakage	NOUN
j6731260r19	7	7	rate	rate	NOUN
j6731260r19	7	8	to	to	PART
j6731260r19	7	9	cover	cover	VERB
j6731260r19	7	10	a	a	DET
j6731260r19	7	11	broader	broad	ADJ
j6731260r19	7	12	range	range	NOUN
j6731260r19	7	13	of	of	ADP
j6731260r19	7	14	scenarios	scenario	NOUN
j6731260r19	7	15	,	,	PUNCT
j6731260r19	7	16	as	as	SCONJ
j6731260r19	7	17	opposed	oppose	VERB
j6731260r19	7	18	to	to	ADP
j6731260r19	7	19	many	many	ADJ
j6731260r19	7	20	existing	exist	VERB
j6731260r19	7	21	methods	method	NOUN
j6731260r19	7	22	that	that	PRON
j6731260r19	7	23	assume	assume	VERB
j6731260r19	7	24	an	an	DET
j6731260r19	7	25	abrupt	abrupt	ADJ
j6731260r19	7	26	leakage	leakage	NOUN
j6731260r19	7	27	after	after	SCONJ
j6731260r19	7	28	an	an	DET
j6731260r19	7	29	item	item	NOUN
j6731260r19	7	30	is	be	AUX
j6731260r19	7	31	compromised	compromise	VERB
j6731260r19	7	32	.	.	PUNCT
j6731260r19	8	1	as	as	ADP
j6731260r19	8	2	a	a	DET
j6731260r19	8	3	result	result	NOUN
j6731260r19	8	4	,	,	PUNCT
j6731260r19	8	5	our	our	PRON
j6731260r19	8	6	models	model	NOUN
j6731260r19	8	7	not	not	PART
j6731260r19	8	8	only	only	ADV
j6731260r19	8	9	flag	flag	VERB
j6731260r19	8	10	the	the	DET
j6731260r19	8	11	potentially	potentially	ADV
j6731260r19	8	12	compromised	compromise	VERB
j6731260r19	8	13	items	item	NOUN
j6731260r19	8	14	but	but	CCONJ
j6731260r19	8	15	also	also	ADV
j6731260r19	8	16	provide	provide	VERB
j6731260r19	8	17	an	an	DET
j6731260r19	8	18	estimate	estimate	NOUN
j6731260r19	8	19	of	of	ADP
j6731260r19	8	20	when	when	SCONJ
j6731260r19	8	21	they	they	PRON
j6731260r19	8	22	were	be	AUX
j6731260r19	8	23	compromised	compromise	VERB
j6731260r19	8	24	.	.	PUNCT
j6731260r19	9	1	we	we	PRON
j6731260r19	9	2	evaluate	evaluate	VERB
j6731260r19	9	3	the	the	DET
j6731260r19	9	4	effectiveness	effectiveness	NOUN
j6731260r19	9	5	of	of	ADP
j6731260r19	9	6	our	our	PRON
j6731260r19	9	7	detection	detection	NOUN
j6731260r19	9	8	models	model	NOUN
j6731260r19	9	9	using	use	VERB
j6731260r19	9	10	a	a	DET
j6731260r19	9	11	simulation	simulation	NOUN
j6731260r19	9	12	study	study	NOUN
j6731260r19	9	13	and	and	CCONJ
j6731260r19	9	14	a	a	DET
j6731260r19	9	15	real	real	ADJ
j6731260r19	9	16	dataset	dataset	NOUN
j6731260r19	9	17	from	from	ADP
j6731260r19	9	18	a	a	DET
j6731260r19	9	19	large	large	ADJ
j6731260r19	9	20	-	-	PUNCT
j6731260r19	9	21	scale	scale	NOUN
j6731260r19	9	22	operational	operational	ADJ
j6731260r19	9	23	computer	computer	NOUN
j6731260r19	9	24	-	-	PUNCT
j6731260r19	9	25	based	base	VERB
j6731260r19	9	26	test	test	NOUN
j6731260r19	9	27	,	,	PUNCT
j6731260r19	9	28	and	and	CCONJ
j6731260r19	9	29	the	the	DET
j6731260r19	9	30	results	result	NOUN
j6731260r19	9	31	indicate	indicate	VERB
j6731260r19	9	32	that	that	SCONJ
j6731260r19	9	33	our	our	PRON
j6731260r19	9	34	methods	method	NOUN
j6731260r19	9	35	achieve	achieve	VERB
j6731260r19	9	36	a	a	DET
j6731260r19	9	37	high	high	ADJ
j6731260r19	9	38	detection	detection	NOUN
j6731260r19	9	39	power	power	NOUN
j6731260r19	9	40	while	while	SCONJ
j6731260r19	9	41	maintaining	maintain	VERB
j6731260r19	9	42	a	a	DET
j6731260r19	9	43	nominal	nominal	ADJ
j6731260r19	9	44	level	level	NOUN
j6731260r19	9	45	of	of	ADP
j6731260r19	9	46	type	type	NOUN
j6731260r19	9	47	-	-	PUNCT
j6731260r19	9	48	i	i	NOUN
j6731260r19	9	49	error	error	NOUN
j6731260r19	9	50	.	.	PUNCT
j6731260r19	10	1	additionally	additionally	ADV
j6731260r19	10	2	,	,	PUNCT
j6731260r19	10	3	we	we	PRON
j6731260r19	10	4	also	also	ADV
j6731260r19	10	5	develop	develop	VERB
j6731260r19	10	6	an	an	DET
j6731260r19	10	7	application	application	NOUN
j6731260r19	10	8	for	for	ADP
j6731260r19	10	9	test	test	NOUN
j6731260r19	10	10	practitioners	practitioner	NOUN
j6731260r19	10	11	to	to	PART
j6731260r19	10	12	use	use	VERB
j6731260r19	10	13	the	the	DET
j6731260r19	10	14	estimated	estimate	VERB
j6731260r19	10	15	leakage	leakage	NOUN
j6731260r19	10	16	rate	rate	NOUN
j6731260r19	10	17	to	to	PART
j6731260r19	10	18	safeguard	safeguard	VERB
j6731260r19	10	19	test	test	NOUN
j6731260r19	10	20	integrity	integrity	NOUN
j6731260r19	10	21	,	,	PUNCT
j6731260r19	10	22	which	which	PRON
j6731260r19	10	23	significantly	significantly	ADV
j6731260r19	10	24	enhances	enhance	VERB
j6731260r19	10	25	test	test	NOUN
j6731260r19	10	26	takers	taker	NOUN
j6731260r19	10	27	'	'	PART
j6731260r19	10	28	ability	ability	NOUN
j6731260r19	10	29	estimation	estimation	NOUN
j6731260r19	10	30	.	.	PUNCT
j6731260r19	11	1	overall	overall	ADV
j6731260r19	11	2	,	,	PUNCT
j6731260r19	11	3	our	our	PRON
j6731260r19	11	4	proposed	propose	VERB
j6731260r19	11	5	models	model	NOUN
j6731260r19	11	6	provide	provide	VERB
j6731260r19	11	7	a	a	DET
j6731260r19	11	8	more	more	ADV
j6731260r19	11	9	comprehensive	comprehensive	ADJ
j6731260r19	11	10	and	and	CCONJ
j6731260r19	11	11	efficient	efficient	ADJ
j6731260r19	11	12	approach	approach	NOUN
j6731260r19	11	13	to	to	PART
j6731260r19	11	14	detect	detect	VERB
j6731260r19	11	15	compromised	compromise	VERB
j6731260r19	11	16	items	item	NOUN
j6731260r19	11	17	,	,	PUNCT
j6731260r19	11	18	which	which	PRON
j6731260r19	11	19	can	can	AUX
j6731260r19	11	20	improve	improve	VERB
j6731260r19	11	21	test	test	NOUN
j6731260r19	11	22	security	security	NOUN
j6731260r19	11	23	and	and	CCONJ
j6731260r19	11	24	fairness	fairness	NOUN
j6731260r19	11	25	.	.	PUNCT