id	sid	tid	token	lemma	pos
fcis-3162	1	1	frontiers	frontier	NOUN
fcis-3162	1	2	in	in	ADP
fcis-3162	1	3	computing	computing	NOUN
fcis-3162	1	4	and	and	CCONJ
fcis-3162	1	5	intelligent	intelligent	ADJ
fcis-3162	1	6	systems	system	NOUN
fcis-3162	1	7	issn	issn	VERB
fcis-3162	1	8	:	:	PUNCT
fcis-3162	1	9	2832	2832	NUM
fcis-3162	1	10	-	-	SYM
fcis-3162	1	11	6024	6024	NUM
fcis-3162	1	12	|	|	NOUN
fcis-3162	1	13	vol	vol	NOUN
fcis-3162	1	14	.	.	PROPN
fcis-3162	2	1	2	2	NUM
fcis-3162	2	2	,	,	PUNCT
fcis-3162	2	3	no	no	INTJ
fcis-3162	2	4	.	.	NOUN
fcis-3162	2	5	1	1	NUM
fcis-3162	2	6	,	,	PUNCT
fcis-3162	2	7	2022	2022	NUM
fcis-3162	2	8	80	80	NUM
fcis-3162	2	9	a	a	DET
fcis-3162	2	10	review	review	NOUN
fcis-3162	2	11	of	of	ADP
fcis-3162	2	12	security	security	NOUN
fcis-3162	2	13	research	research	NOUN
fcis-3162	2	14	on	on	ADP
fcis-3162	2	15	the	the	DET
fcis-3162	2	16	internet	internet	NOUN
fcis-3162	2	17	of	of	ADP
fcis-3162	2	18	things	thing	NOUN
fcis-3162	2	19	,	,	PUNCT
fcis-3162	2	20	based	base	VERB
fcis-3162	2	21	on	on	ADP
fcis-3162	2	22	artificial	artificial	ADJ
fcis-3162	2	23	intelligence	intelligence	NOUN
fcis-3162	2	24	and	and	CCONJ
fcis-3162	2	25	blockchain	blockchain	PROPN
fcis-3162	2	26	ni	ni	PROPN
fcis-3162	2	27	zhang	zhang	PROPN
fcis-3162	2	28	faculty	faculty	PROPN
fcis-3162	2	29	of	of	ADP
fcis-3162	2	30	science	science	NOUN
fcis-3162	2	31	,	,	PUNCT
fcis-3162	2	32	bsc	bsc	PROPN
fcis-3162	2	33	general	general	NOUN
fcis-3162	2	34	,	,	PUNCT
fcis-3162	2	35	university	university	PROPN
fcis-3162	2	36	of	of	ADP
fcis-3162	2	37	alberta	alberta	PROPN
fcis-3162	2	38	.	.	PUNCT
fcis-3162	3	1	edmonton	edmonton	PROPN
fcis-3162	3	2	,	,	PUNCT
fcis-3162	3	3	alberta	alberta	PROPN
fcis-3162	3	4	t6	t6	PROPN
fcis-3162	3	5	g	g	PROPN
fcis-3162	3	6	2r3.canada	2r3.canada	NUM
fcis-3162	3	7	nz2@ualberta.ca	nz2@ualberta.ca	NOUN
fcis-3162	3	8	abstract	abstract	NOUN
fcis-3162	3	9	:	:	PUNCT
fcis-3162	3	10	with	with	ADP
fcis-3162	3	11	the	the	DET
fcis-3162	3	12	rapid	rapid	ADJ
fcis-3162	3	13	improvement	improvement	NOUN
fcis-3162	3	14	of	of	ADP
fcis-3162	3	15	digital	digital	ADJ
fcis-3162	3	16	technology	technology	NOUN
fcis-3162	3	17	,	,	PUNCT
fcis-3162	3	18	the	the	DET
fcis-3162	3	19	internet	internet	NOUN
fcis-3162	3	20	of	of	ADP
fcis-3162	3	21	things	thing	NOUN
fcis-3162	3	22	(	(	PUNCT
fcis-3162	3	23	iot	iot	NOUN
fcis-3162	3	24	)	)	PUNCT
fcis-3162	3	25	has	have	AUX
fcis-3162	3	26	become	become	VERB
fcis-3162	3	27	a	a	DET
fcis-3162	3	28	trending	trend	VERB
fcis-3162	3	29	development	development	NOUN
fcis-3162	3	30	direction	direction	NOUN
fcis-3162	3	31	.	.	PUNCT
fcis-3162	4	1	its	its	PRON
fcis-3162	4	2	massive	massive	ADJ
fcis-3162	4	3	data	data	NOUN
fcis-3162	4	4	interaction	interaction	NOUN
fcis-3162	4	5	capabilities	capability	NOUN
fcis-3162	4	6	have	have	AUX
fcis-3162	4	7	drawn	draw	VERB
fcis-3162	4	8	researchers	researcher	NOUN
fcis-3162	4	9	’	’	PART
fcis-3162	4	10	attention	attention	NOUN
fcis-3162	4	11	to	to	ADP
fcis-3162	4	12	key	key	ADJ
fcis-3162	4	13	security	security	NOUN
fcis-3162	4	14	issues	issue	NOUN
fcis-3162	4	15	.	.	PUNCT
fcis-3162	5	1	this	this	DET
fcis-3162	5	2	paper	paper	NOUN
fcis-3162	5	3	describes	describe	VERB
fcis-3162	5	4	the	the	DET
fcis-3162	5	5	concept	concept	NOUN
fcis-3162	5	6	of	of	ADP
fcis-3162	5	7	iot	iot	NOUN
fcis-3162	5	8	,	,	PUNCT
fcis-3162	5	9	its	its	PRON
fcis-3162	5	10	application	application	NOUN
fcis-3162	5	11	areas	area	NOUN
fcis-3162	5	12	,	,	PUNCT
fcis-3162	5	13	and	and	CCONJ
fcis-3162	5	14	corresponding	correspond	VERB
fcis-3162	5	15	security	security	NOUN
fcis-3162	5	16	problems	problem	NOUN
fcis-3162	5	17	.	.	PUNCT
fcis-3162	6	1	the	the	DET
fcis-3162	6	2	use	use	NOUN
fcis-3162	6	3	of	of	ADP
fcis-3162	6	4	blockchain	blockchain	NOUN
fcis-3162	6	5	and	and	CCONJ
fcis-3162	6	6	cryptographic	cryptographic	ADJ
fcis-3162	6	7	algorithms	algorithms	NOUN
fcis-3162	6	8	is	be	AUX
fcis-3162	6	9	introduced	introduce	VERB
fcis-3162	6	10	,	,	PUNCT
fcis-3162	6	11	and	and	CCONJ
fcis-3162	6	12	the	the	DET
fcis-3162	6	13	application	application	NOUN
fcis-3162	6	14	of	of	ADP
fcis-3162	6	15	blockchain	blockchain	PROPN
fcis-3162	6	16	in	in	ADP
fcis-3162	6	17	iot	iot	PROPN
fcis-3162	6	18	security	security	NOUN
fcis-3162	6	19	is	be	AUX
fcis-3162	6	20	analyzed	analyze	VERB
fcis-3162	6	21	and	and	CCONJ
fcis-3162	6	22	discussed	discuss	VERB
fcis-3162	6	23	in	in	ADP
fcis-3162	6	24	detail	detail	NOUN
fcis-3162	6	25	.	.	PUNCT
fcis-3162	7	1	drawing	draw	VERB
fcis-3162	7	2	upon	upon	SCONJ
fcis-3162	7	3	artificial	artificial	ADJ
fcis-3162	7	4	intelligence	intelligence	NOUN
fcis-3162	7	5	,	,	PUNCT
fcis-3162	7	6	technical	technical	ADJ
fcis-3162	7	7	solutions	solution	NOUN
fcis-3162	7	8	such	such	ADJ
fcis-3162	7	9	as	as	ADP
fcis-3162	7	10	using	use	VERB
fcis-3162	7	11	machine	machine	NOUN
fcis-3162	7	12	learning	learning	NOUN
fcis-3162	7	13	for	for	ADP
fcis-3162	7	14	privacy	privacy	NOUN
fcis-3162	7	15	protection	protection	NOUN
fcis-3162	7	16	and	and	CCONJ
fcis-3162	7	17	intrusion	intrusion	NOUN
fcis-3162	7	18	detection	detection	NOUN
fcis-3162	7	19	are	be	AUX
fcis-3162	7	20	presented	present	VERB
fcis-3162	7	21	.	.	PUNCT
fcis-3162	8	1	finally	finally	ADV
fcis-3162	8	2	,	,	PUNCT
fcis-3162	8	3	the	the	DET
fcis-3162	8	4	problems	problem	NOUN
fcis-3162	8	5	and	and	CCONJ
fcis-3162	8	6	challenges	challenge	NOUN
fcis-3162	8	7	facing	face	VERB
fcis-3162	8	8	iot	iot	NOUN
fcis-3162	8	9	,	,	PUNCT
fcis-3162	8	10	driven	drive	VERB
fcis-3162	8	11	by	by	ADP
fcis-3162	8	12	blockchain	blockchain	PROPN
fcis-3162	8	13	and	and	CCONJ
fcis-3162	8	14	artificial	artificial	ADJ
fcis-3162	8	15	intelligence	intelligence	NOUN
fcis-3162	8	16	,	,	PUNCT
fcis-3162	8	17	are	be	AUX
fcis-3162	8	18	discussed	discuss	VERB
fcis-3162	8	19	.	.	PUNCT
fcis-3162	9	1	keywords	keyword	NOUN
fcis-3162	9	2	:	:	PUNCT
fcis-3162	9	3	blockchain	blockchain	NOUN
fcis-3162	9	4	;	;	PUNCT
fcis-3162	9	5	security	security	NOUN
fcis-3162	9	6	;	;	PUNCT
fcis-3162	9	7	artificial	artificial	ADJ
fcis-3162	9	8	intelligence	intelligence	NOUN
fcis-3162	9	9	;	;	PUNCT
fcis-3162	9	10	iot	iot	PROPN
fcis-3162	9	11	.	.	NOUN
fcis-3162	9	12	1	1	NUM
fcis-3162	9	13	.	.	X
fcis-3162	9	14	introduction	introduction	NOUN
fcis-3162	9	15	the	the	DET
fcis-3162	9	16	internet	internet	NOUN
fcis-3162	9	17	of	of	ADP
fcis-3162	9	18	things	thing	NOUN
fcis-3162	9	19	(	(	PUNCT
fcis-3162	9	20	iot	iot	NOUN
fcis-3162	9	21	)	)	PUNCT
fcis-3162	9	22	is	be	AUX
fcis-3162	9	23	a	a	DET
fcis-3162	9	24	technology	technology	NOUN
fcis-3162	9	25	combined	combine	VERB
fcis-3162	9	26	with	with	ADP
fcis-3162	9	27	the	the	DET
fcis-3162	9	28	internet	internet	NOUN
fcis-3162	9	29	designed	design	VERB
fcis-3162	9	30	to	to	PART
fcis-3162	9	31	achieve	achieve	VERB
fcis-3162	9	32	cross	cross	NOUN
fcis-3162	9	33	-	-	NOUN
fcis-3162	9	34	time	time	NOUN
fcis-3162	9	35	and	and	CCONJ
fcis-3162	9	36	cross	cross	ADJ
fcis-3162	9	37	-	-	ADJ
fcis-3162	9	38	territory	territory	ADJ
fcis-3162	9	39	interaction	interaction	NOUN
fcis-3162	9	40	,	,	PUNCT
fcis-3162	9	41	offering	offer	VERB
fcis-3162	9	42	substantial	substantial	ADJ
fcis-3162	9	43	economic	economic	ADJ
fcis-3162	9	44	benefits	benefit	NOUN
fcis-3162	9	45	and	and	CCONJ
fcis-3162	9	46	lowering	lower	VERB
fcis-3162	9	47	labor	labor	NOUN
fcis-3162	9	48	costs	cost	NOUN
fcis-3162	9	49	while	while	SCONJ
fcis-3162	9	50	also	also	ADV
fcis-3162	9	51	reducing	reduce	VERB
fcis-3162	9	52	wasted	waste	VERB
fcis-3162	9	53	resources	resource	NOUN
fcis-3162	9	54	.	.	PUNCT
fcis-3162	10	1	it	it	PRON
fcis-3162	10	2	is	be	AUX
fcis-3162	10	3	widely	widely	ADV
fcis-3162	10	4	used	use	VERB
fcis-3162	10	5	in	in	ADP
fcis-3162	10	6	transportation	transportation	NOUN
fcis-3162	10	7	,	,	PUNCT
fcis-3162	10	8	agriculture	agriculture	NOUN
fcis-3162	10	9	,	,	PUNCT
fcis-3162	10	10	logistics	logistic	NOUN
fcis-3162	10	11	,	,	PUNCT
fcis-3162	10	12	home	home	NOUN
fcis-3162	10	13	,	,	PUNCT
fcis-3162	10	14	healthcare	healthcare	PROPN
fcis-3162	10	15	,	,	PUNCT
fcis-3162	10	16	and	and	CCONJ
fcis-3162	10	17	other	other	ADJ
fcis-3162	10	18	fields	field	NOUN
fcis-3162	10	19	.	.	PUNCT
fcis-3162	11	1	according	accord	VERB
fcis-3162	11	2	to	to	ADP
fcis-3162	11	3	the	the	DET
fcis-3162	11	4	latest	late	ADJ
fcis-3162	11	5	data	datum	NOUN
fcis-3162	11	6	reported	report	VERB
fcis-3162	11	7	by	by	ADP
fcis-3162	11	8	statista	statista	NOUN
fcis-3162	11	9	,	,	PUNCT
fcis-3162	11	10	the	the	DET
fcis-3162	11	11	number	number	NOUN
fcis-3162	11	12	of	of	ADP
fcis-3162	11	13	iot	iot	NOUN
fcis-3162	11	14	-	-	PUNCT
fcis-3162	11	15	connected	connect	VERB
fcis-3162	11	16	devices	device	NOUN
fcis-3162	11	17	exceeded	exceed	VERB
fcis-3162	11	18	10	10	NUM
fcis-3162	11	19	billion	billion	NUM
fcis-3162	11	20	in	in	ADP
fcis-3162	11	21	2021	2021	NUM
fcis-3162	11	22	and	and	CCONJ
fcis-3162	11	23	is	be	AUX
fcis-3162	11	24	expected	expect	VERB
fcis-3162	11	25	to	to	PART
fcis-3162	11	26	reach	reach	VERB
fcis-3162	11	27	30	30	NUM
fcis-3162	11	28	billion	billion	NUM
fcis-3162	11	29	by	by	ADP
fcis-3162	11	30	2030	2030	NUM
fcis-3162	11	31	.	.	PUNCT
fcis-3162	12	1	iot	iot	PROPN
fcis-3162	12	2	is	be	AUX
fcis-3162	12	3	divided	divide	VERB
fcis-3162	12	4	into	into	ADP
fcis-3162	12	5	three	three	NUM
fcis-3162	12	6	main	main	ADJ
fcis-3162	12	7	parts	part	NOUN
fcis-3162	12	8	,	,	PUNCT
fcis-3162	12	9	which	which	PRON
fcis-3162	12	10	are	be	AUX
fcis-3162	12	11	the	the	DET
fcis-3162	12	12	perception	perception	NOUN
fcis-3162	12	13	layer	layer	NOUN
fcis-3162	12	14	,	,	PUNCT
fcis-3162	12	15	network	network	NOUN
fcis-3162	12	16	layer	layer	NOUN
fcis-3162	12	17	,	,	PUNCT
fcis-3162	12	18	and	and	CCONJ
fcis-3162	12	19	application	application	NOUN
fcis-3162	12	20	layer	layer	NOUN
fcis-3162	12	21	.	.	PUNCT
fcis-3162	13	1	the	the	DET
fcis-3162	13	2	perception	perception	NOUN
fcis-3162	13	3	layer	layer	NOUN
fcis-3162	13	4	constitutes	constitute	VERB
fcis-3162	13	5	the	the	DET
fcis-3162	13	6	various	various	ADJ
fcis-3162	13	7	information	information	NOUN
fcis-3162	13	8	-	-	PUNCT
fcis-3162	13	9	sensing	sense	VERB
fcis-3162	13	10	devices	device	NOUN
fcis-3162	13	11	that	that	PRON
fcis-3162	13	12	collect	collect	VERB
fcis-3162	13	13	data	datum	NOUN
fcis-3162	13	14	.	.	PUNCT
fcis-3162	14	1	the	the	DET
fcis-3162	14	2	network	network	NOUN
fcis-3162	14	3	layer	layer	NOUN
fcis-3162	14	4	is	be	AUX
fcis-3162	14	5	responsible	responsible	ADJ
fcis-3162	14	6	for	for	ADP
fcis-3162	14	7	the	the	DET
fcis-3162	14	8	transmission	transmission	NOUN
fcis-3162	14	9	of	of	ADP
fcis-3162	14	10	the	the	DET
fcis-3162	14	11	collected	collect	VERB
fcis-3162	14	12	data	datum	NOUN
fcis-3162	14	13	through	through	ADP
fcis-3162	14	14	network	network	NOUN
fcis-3162	14	15	facilities	facility	NOUN
fcis-3162	14	16	such	such	ADJ
fcis-3162	14	17	as	as	ADP
fcis-3162	14	18	private	private	ADJ
fcis-3162	14	19	networks	network	NOUN
fcis-3162	14	20	,	,	PUNCT
fcis-3162	14	21	mobile	mobile	ADJ
fcis-3162	14	22	networks	network	NOUN
fcis-3162	14	23	,	,	PUNCT
fcis-3162	14	24	the	the	DET
fcis-3162	14	25	internet	internet	NOUN
fcis-3162	14	26	,	,	PUNCT
fcis-3162	14	27	and	and	CCONJ
fcis-3162	14	28	more	more	ADJ
fcis-3162	14	29	.	.	PUNCT
fcis-3162	15	1	the	the	DET
fcis-3162	15	2	application	application	NOUN
fcis-3162	15	3	layer	layer	NOUN
fcis-3162	15	4	entails	entail	VERB
fcis-3162	15	5	the	the	DET
fcis-3162	15	6	specific	specific	ADJ
fcis-3162	15	7	iot	iot	NOUN
fcis-3162	15	8	solution	solution	NOUN
fcis-3162	15	9	that	that	PRON
fcis-3162	15	10	matches	match	VERB
fcis-3162	15	11	the	the	DET
fcis-3162	15	12	needs	need	NOUN
fcis-3162	15	13	of	of	ADP
fcis-3162	15	14	the	the	DET
fcis-3162	15	15	industry	industry	NOUN
fcis-3162	15	16	by	by	ADP
fcis-3162	15	17	combining	combine	VERB
fcis-3162	15	18	the	the	DET
fcis-3162	15	19	needs	need	NOUN
fcis-3162	15	20	of	of	ADP
fcis-3162	15	21	various	various	ADJ
fcis-3162	15	22	fields	field	NOUN
fcis-3162	15	23	.	.	PUNCT
fcis-3162	16	1	2	2	X
fcis-3162	16	2	.	.	X
fcis-3162	16	3	security	security	NOUN
fcis-3162	16	4	issues	issue	NOUN
fcis-3162	16	5	in	in	ADP
fcis-3162	16	6	internet	internet	NOUN
fcis-3162	16	7	of	of	ADP
fcis-3162	16	8	things	thing	NOUN
fcis-3162	16	9	with	with	ADP
fcis-3162	16	10	the	the	DET
fcis-3162	16	11	rapid	rapid	ADJ
fcis-3162	16	12	development	development	NOUN
fcis-3162	16	13	of	of	ADP
fcis-3162	16	14	iot	iot	NOUN
fcis-3162	16	15	,	,	PUNCT
fcis-3162	16	16	which	which	PRON
fcis-3162	16	17	includes	include	VERB
fcis-3162	16	18	largescale	largescale	ADJ
fcis-3162	16	19	data	datum	NOUN
fcis-3162	16	20	storage	storage	NOUN
fcis-3162	16	21	and	and	CCONJ
fcis-3162	16	22	widespread	widespread	ADJ
fcis-3162	16	23	data	datum	NOUN
fcis-3162	16	24	usage	usage	NOUN
fcis-3162	16	25	,	,	PUNCT
fcis-3162	16	26	privacy	privacy	NOUN
fcis-3162	16	27	protection	protection	NOUN
fcis-3162	16	28	and	and	CCONJ
fcis-3162	16	29	other	other	ADJ
fcis-3162	16	30	security	security	NOUN
fcis-3162	16	31	issues	issue	NOUN
fcis-3162	16	32	present	present	VERB
fcis-3162	16	33	a	a	DET
fcis-3162	16	34	significant	significant	ADJ
fcis-3162	16	35	challenge	challenge	NOUN
fcis-3162	16	36	.	.	PUNCT
fcis-3162	17	1	currently	currently	ADV
fcis-3162	17	2	,	,	PUNCT
fcis-3162	17	3	iot	iot	PROPN
fcis-3162	17	4	relies	rely	VERB
fcis-3162	17	5	largely	largely	ADV
fcis-3162	17	6	on	on	ADP
fcis-3162	17	7	centralized	centralized	ADJ
fcis-3162	17	8	cloud	cloud	NOUN
fcis-3162	17	9	servers	server	NOUN
fcis-3162	17	10	,	,	PUNCT
fcis-3162	17	11	and	and	CCONJ
fcis-3162	17	12	interaction	interaction	NOUN
fcis-3162	17	13	vulnerabilities	vulnerability	NOUN
fcis-3162	17	14	in	in	ADP
fcis-3162	17	15	cloud	cloud	NOUN
fcis-3162	17	16	platforms	platform	NOUN
fcis-3162	17	17	,	,	PUNCT
fcis-3162	17	18	malware	malware	NOUN
fcis-3162	17	19	,	,	PUNCT
fcis-3162	17	20	and	and	CCONJ
fcis-3162	17	21	flaws	flaw	NOUN
fcis-3162	17	22	in	in	ADP
fcis-3162	17	23	access	access	NOUN
fcis-3162	17	24	control	control	NOUN
fcis-3162	17	25	permissions	permission	NOUN
fcis-3162	17	26	can	can	AUX
fcis-3162	17	27	easily	easily	ADV
fcis-3162	17	28	create	create	VERB
fcis-3162	17	29	threats	threat	NOUN
fcis-3162	17	30	to	to	ADP
fcis-3162	17	31	users	user	NOUN
fcis-3162	17	32	’	’	PART
fcis-3162	17	33	data	datum	NOUN
fcis-3162	17	34	security	security	NOUN
fcis-3162	17	35	and	and	CCONJ
fcis-3162	17	36	privacy	privacy	NOUN
fcis-3162	17	37	.	.	PUNCT
fcis-3162	18	1	similarly	similarly	ADV
fcis-3162	18	2	,	,	PUNCT
fcis-3162	18	3	centralized	centralized	ADJ
fcis-3162	18	4	storage	storage	NOUN
fcis-3162	18	5	methods	method	NOUN
fcis-3162	18	6	also	also	ADV
fcis-3162	18	7	present	present	VERB
fcis-3162	18	8	the	the	DET
fcis-3162	18	9	risk	risk	NOUN
fcis-3162	18	10	of	of	ADP
fcis-3162	18	11	largescale	largescale	NOUN
fcis-3162	18	12	data	datum	NOUN
fcis-3162	18	13	leakage	leakage	NOUN
fcis-3162	18	14	.	.	PUNCT
fcis-3162	19	1	in	in	ADP
fcis-3162	19	2	2018	2018	NUM
fcis-3162	19	3	,	,	PUNCT
fcis-3162	19	4	for	for	ADP
fcis-3162	19	5	instance	instance	NOUN
fcis-3162	19	6	,	,	PUNCT
fcis-3162	19	7	because	because	SCONJ
fcis-3162	19	8	of	of	ADP
fcis-3162	19	9	flaws	flaw	NOUN
fcis-3162	19	10	in	in	ADP
fcis-3162	19	11	software	software	NOUN
fcis-3162	19	12	permission	permission	NOUN
fcis-3162	19	13	restrictions	restriction	NOUN
fcis-3162	19	14	,	,	PUNCT
fcis-3162	19	15	the	the	DET
fcis-3162	19	16	data	datum	NOUN
fcis-3162	19	17	of	of	ADP
fcis-3162	19	18	more	more	ADJ
fcis-3162	19	19	than	than	ADP
fcis-3162	19	20	50	50	NUM
fcis-3162	19	21	million	million	NUM
fcis-3162	19	22	facebook	facebook	NOUN
fcis-3162	19	23	users	user	NOUN
fcis-3162	19	24	was	be	AUX
fcis-3162	19	25	compromised	compromise	VERB
fcis-3162	19	26	.	.	PUNCT
fcis-3162	20	1	additionally	additionally	ADV
fcis-3162	20	2	,	,	PUNCT
fcis-3162	20	3	data	datum	NOUN
fcis-3162	20	4	interaction	interaction	NOUN
fcis-3162	20	5	in	in	ADP
fcis-3162	20	6	iot	iot	PROPN
fcis-3162	20	7	can	can	AUX
fcis-3162	20	8	introduce	introduce	VERB
fcis-3162	20	9	many	many	ADJ
fcis-3162	20	10	security	security	NOUN
fcis-3162	20	11	issues	issue	NOUN
fcis-3162	20	12	.	.	PUNCT
fcis-3162	21	1	examples	example	NOUN
fcis-3162	21	2	include	include	VERB
fcis-3162	21	3	attacks	attack	NOUN
fcis-3162	21	4	on	on	ADP
fcis-3162	21	5	the	the	DET
fcis-3162	21	6	networks	network	NOUN
fcis-3162	21	7	that	that	PRON
fcis-3162	21	8	transmit	transmit	VERB
fcis-3162	21	9	data	datum	NOUN
fcis-3162	21	10	,	,	PUNCT
fcis-3162	21	11	unreliable	unreliable	ADJ
fcis-3162	21	12	data	datum	NOUN
fcis-3162	21	13	nodes	node	NOUN
fcis-3162	21	14	,	,	PUNCT
fcis-3162	21	15	and	and	CCONJ
fcis-3162	21	16	privacy	privacy	NOUN
fcis-3162	21	17	breaches	breach	NOUN
fcis-3162	21	18	during	during	ADP
fcis-3162	21	19	data	datum	NOUN
fcis-3162	21	20	interactions	interaction	NOUN
fcis-3162	21	21	.	.	PUNCT
fcis-3162	22	1	3	3	X
fcis-3162	22	2	.	.	X
fcis-3162	22	3	blockchain	blockchain	PROPN
fcis-3162	22	4	3.1	3.1	NUM
fcis-3162	22	5	.	.	PUNCT
fcis-3162	23	1	blockchain	blockchain	PROPN
fcis-3162	23	2	background	background	PROPN
fcis-3162	23	3	ever	ever	ADV
fcis-3162	23	4	since	since	SCONJ
fcis-3162	23	5	satoshi	satoshi	PROPN
fcis-3162	23	6	matsumoto	matsumoto	PROPN
fcis-3162	23	7	proposed	propose	VERB
fcis-3162	23	8	the	the	DET
fcis-3162	23	9	concept	concept	NOUN
fcis-3162	23	10	of	of	ADP
fcis-3162	23	11	bitcoin	bitcoin	NOUN
fcis-3162	23	12	in	in	ADP
fcis-3162	23	13	2008	2008	NUM
fcis-3162	23	14	,	,	PUNCT
fcis-3162	23	15	blockchain	blockchain	PROPN
fcis-3162	23	16	,	,	PUNCT
fcis-3162	23	17	the	the	DET
fcis-3162	23	18	basic	basic	ADJ
fcis-3162	23	19	underlying	underlying	ADJ
fcis-3162	23	20	technology	technology	NOUN
fcis-3162	23	21	on	on	ADP
fcis-3162	23	22	which	which	PRON
fcis-3162	23	23	bitcoin	bitcoin	NOUN
fcis-3162	23	24	relies	relie	NOUN
fcis-3162	23	25	,	,	PUNCT
fcis-3162	23	26	has	have	AUX
fcis-3162	23	27	received	receive	VERB
fcis-3162	23	28	widespread	widespread	ADJ
fcis-3162	23	29	attention	attention	NOUN
fcis-3162	23	30	.	.	PUNCT
fcis-3162	24	1	blockchain	blockchain	PROPN
fcis-3162	24	2	,	,	PUNCT
fcis-3162	24	3	as	as	ADP
fcis-3162	24	4	a	a	DET
fcis-3162	24	5	pan	pan	ADJ
fcis-3162	24	6	-	-	ADJ
fcis-3162	24	7	centralized	centralized	ADJ
fcis-3162	24	8	distributed	distribute	VERB
fcis-3162	24	9	ledger	ledger	NOUN
fcis-3162	24	10	,	,	PUNCT
fcis-3162	24	11	authorizes	authorize	VERB
fcis-3162	24	12	trusted	trusted	ADJ
fcis-3162	24	13	data	datum	NOUN
fcis-3162	24	14	and	and	CCONJ
fcis-3162	24	15	maintains	maintain	VERB
fcis-3162	24	16	data	data	NOUN
fcis-3162	24	17	storage	storage	NOUN
fcis-3162	24	18	through	through	ADP
fcis-3162	24	19	a	a	DET
fcis-3162	24	20	consensus	consensus	NOUN
fcis-3162	24	21	mechanism	mechanism	NOUN
fcis-3162	24	22	between	between	ADP
fcis-3162	24	23	various	various	ADJ
fcis-3162	24	24	network	network	NOUN
fcis-3162	24	25	nodes	node	NOUN
fcis-3162	24	26	.	.	PUNCT
fcis-3162	25	1	3.2	3.2	NUM
fcis-3162	25	2	.	.	PUNCT
fcis-3162	25	3	framework	framework	NOUN
fcis-3162	25	4	and	and	CCONJ
fcis-3162	25	5	technical	technical	ADJ
fcis-3162	25	6	characteristics	characteristic	NOUN
fcis-3162	25	7	3.2.1	3.2.1	NUM
fcis-3162	25	8	.	.	PUNCT
fcis-3162	25	9	framework	framework	VERB
fcis-3162	25	10	the	the	DET
fcis-3162	25	11	underlying	underlie	VERB
fcis-3162	25	12	framework	framework	NOUN
fcis-3162	25	13	of	of	ADP
fcis-3162	25	14	blockchain	blockchain	PROPN
fcis-3162	25	15	can	can	AUX
fcis-3162	25	16	be	be	AUX
fcis-3162	25	17	divided	divide	VERB
fcis-3162	25	18	into	into	ADP
fcis-3162	25	19	the	the	DET
fcis-3162	25	20	application	application	NOUN
fcis-3162	25	21	layer	layer	NOUN
fcis-3162	25	22	,	,	PUNCT
fcis-3162	25	23	network	network	NOUN
fcis-3162	25	24	layer	layer	NOUN
fcis-3162	25	25	,	,	PUNCT
fcis-3162	25	26	and	and	CCONJ
fcis-3162	25	27	data	datum	NOUN
fcis-3162	25	28	layer	layer	NOUN
fcis-3162	25	29	the	the	DET
fcis-3162	25	30	data	data	NOUN
fcis-3162	25	31	layer	layer	NOUN
fcis-3162	25	32	is	be	AUX
fcis-3162	25	33	used	use	VERB
fcis-3162	25	34	to	to	PART
fcis-3162	25	35	record	record	VERB
fcis-3162	25	36	or	or	CCONJ
fcis-3162	25	37	transact	transact	VERB
fcis-3162	25	38	data	datum	NOUN
fcis-3162	25	39	through	through	ADP
fcis-3162	25	40	techniques	technique	NOUN
fcis-3162	25	41	such	such	ADJ
fcis-3162	25	42	as	as	ADP
fcis-3162	25	43	hash	hash	NOUN
fcis-3162	25	44	functions	function	NOUN
fcis-3162	25	45	and	and	CCONJ
fcis-3162	25	46	asymmetric	asymmetric	ADJ
fcis-3162	25	47	encryption	encryption	NOUN
fcis-3162	25	48	.	.	PUNCT
fcis-3162	26	1	after	after	ADP
fcis-3162	26	2	starting	start	VERB
fcis-3162	26	3	from	from	ADP
fcis-3162	26	4	the	the	DET
fcis-3162	26	5	genesis	genesis	NOUN
fcis-3162	26	6	block	block	NOUN
fcis-3162	26	7	,	,	PUNCT
fcis-3162	26	8	each	each	DET
fcis-3162	26	9	subsequent	subsequent	ADJ
fcis-3162	26	10	block	block	NOUN
fcis-3162	26	11	records	record	VERB
fcis-3162	26	12	the	the	DET
fcis-3162	26	13	hash	hash	NOUN
fcis-3162	26	14	value	value	NOUN
fcis-3162	26	15	of	of	ADP
fcis-3162	26	16	the	the	DET
fcis-3162	26	17	previous	previous	ADJ
fcis-3162	26	18	block	block	NOUN
fcis-3162	26	19	so	so	SCONJ
fcis-3162	26	20	that	that	SCONJ
fcis-3162	26	21	each	each	DET
fcis-3162	26	22	independent	independent	ADJ
fcis-3162	26	23	block	block	NOUN
fcis-3162	26	24	is	be	AUX
fcis-3162	26	25	logically	logically	ADV
fcis-3162	26	26	connected	connect	VERB
fcis-3162	26	27	,	,	PUNCT
fcis-3162	26	28	thus	thus	ADV
fcis-3162	26	29	forming	form	VERB
fcis-3162	26	30	a	a	DET
fcis-3162	26	31	blockchain	blockchain	NOUN
fcis-3162	26	32	.	.	PUNCT
fcis-3162	27	1	a	a	DET
fcis-3162	27	2	timestamp	timestamp	NOUN
fcis-3162	27	3	is	be	AUX
fcis-3162	27	4	also	also	ADV
fcis-3162	27	5	added	add	VERB
fcis-3162	27	6	to	to	ADP
fcis-3162	27	7	each	each	DET
fcis-3162	27	8	block	block	NOUN
fcis-3162	27	9	,	,	PUNCT
fcis-3162	27	10	which	which	PRON
fcis-3162	27	11	ensures	ensure	VERB
fcis-3162	27	12	the	the	DET
fcis-3162	27	13	reliability	reliability	NOUN
fcis-3162	27	14	and	and	CCONJ
fcis-3162	27	15	integrity	integrity	NOUN
fcis-3162	27	16	of	of	ADP
fcis-3162	27	17	all	all	DET
fcis-3162	27	18	previous	previous	ADJ
fcis-3162	27	19	data	datum	NOUN
fcis-3162	27	20	by	by	ADP
fcis-3162	27	21	verifying	verify	VERB
fcis-3162	27	22	the	the	DET
fcis-3162	27	23	hash	hash	NOUN
fcis-3162	27	24	values	value	NOUN
fcis-3162	27	25	and	and	CCONJ
fcis-3162	27	26	timestamps	timestamp	NOUN
fcis-3162	27	27	of	of	ADP
fcis-3162	27	28	each	each	DET
fcis-3162	27	29	block	block	NOUN
fcis-3162	27	30	.	.	PUNCT
fcis-3162	28	1	this	this	DET
fcis-3162	28	2	procedure	procedure	NOUN
fcis-3162	28	3	makes	make	VERB
fcis-3162	28	4	it	it	PRON
fcis-3162	28	5	difficult	difficult	ADJ
fcis-3162	28	6	to	to	PART
fcis-3162	28	7	tamper	tamper	VERB
fcis-3162	28	8	with	with	ADP
fcis-3162	28	9	the	the	DET
fcis-3162	28	10	data	datum	NOUN
fcis-3162	28	11	[	[	X
fcis-3162	28	12	3	3	NUM
fcis-3162	28	13	,	,	PUNCT
fcis-3162	28	14	2	2	NUM
fcis-3162	28	15	]	]	PUNCT
fcis-3162	28	16	.	.	PUNCT
fcis-3162	29	1	the	the	DET
fcis-3162	29	2	second	second	ADJ
fcis-3162	29	3	layer	layer	NOUN
fcis-3162	29	4	,	,	PUNCT
fcis-3162	29	5	known	know	VERB
fcis-3162	29	6	as	as	ADP
fcis-3162	29	7	the	the	DET
fcis-3162	29	8	network	network	NOUN
fcis-3162	29	9	layer	layer	NOUN
fcis-3162	29	10	,	,	PUNCT
fcis-3162	29	11	is	be	AUX
fcis-3162	29	12	a	a	DET
fcis-3162	29	13	peer	peer	NOUN
fcis-3162	29	14	-	-	PUNCT
fcis-3162	29	15	to	to	ADP
fcis-3162	29	16	-	-	PUNCT
fcis-3162	29	17	peer	peer	NOUN
fcis-3162	29	18	networking	network	VERB
fcis-3162	29	19	approach	approach	NOUN
fcis-3162	29	20	in	in	ADP
fcis-3162	29	21	which	which	PRON
fcis-3162	29	22	all	all	DET
fcis-3162	29	23	data	datum	NOUN
fcis-3162	29	24	is	be	AUX
fcis-3162	29	25	transmitted	transmit	VERB
fcis-3162	29	26	and	and	CCONJ
fcis-3162	29	27	shared	share	VERB
fcis-3162	29	28	between	between	ADP
fcis-3162	29	29	nodes	node	NOUN
fcis-3162	29	30	.	.	PUNCT
fcis-3162	30	1	whenever	whenever	SCONJ
fcis-3162	30	2	a	a	DET
fcis-3162	30	3	new	new	ADJ
fcis-3162	30	4	transaction	transaction	NOUN
fcis-3162	30	5	is	be	AUX
fcis-3162	30	6	posted	post	VERB
fcis-3162	30	7	to	to	ADP
fcis-3162	30	8	the	the	DET
fcis-3162	30	9	network	network	NOUN
fcis-3162	30	10	,	,	PUNCT
fcis-3162	30	11	all	all	DET
fcis-3162	30	12	remaining	remain	VERB
fcis-3162	30	13	nodes	node	NOUN
fcis-3162	30	14	in	in	ADP
fcis-3162	30	15	the	the	DET
fcis-3162	30	16	network	network	NOUN
fcis-3162	30	17	can	can	AUX
fcis-3162	30	18	obtain	obtain	VERB
fcis-3162	30	19	validation	validation	NOUN
fcis-3162	30	20	rights	right	NOUN
fcis-3162	30	21	through	through	ADP
fcis-3162	30	22	a	a	DET
fcis-3162	30	23	consensus	consensus	NOUN
fcis-3162	30	24	mechanism	mechanism	NOUN
fcis-3162	30	25	.	.	PUNCT
fcis-3162	31	1	after	after	ADP
fcis-3162	31	2	verification	verification	NOUN
fcis-3162	31	3	,	,	PUNCT
fcis-3162	31	4	the	the	DET
fcis-3162	31	5	transaction	transaction	NOUN
fcis-3162	31	6	is	be	AUX
fcis-3162	31	7	packaged	package	VERB
fcis-3162	31	8	and	and	CCONJ
fcis-3162	31	9	broadcast	broadcast	VERB
fcis-3162	31	10	across	across	ADP
fcis-3162	31	11	the	the	DET
fcis-3162	31	12	network	network	NOUN
fcis-3162	31	13	.	.	PUNCT
fcis-3162	32	1	the	the	DET
fcis-3162	32	2	proof	proof	NOUN
fcis-3162	32	3	of	of	ADP
fcis-3162	32	4	workload	workload	NOUN
fcis-3162	32	5	is	be	AUX
fcis-3162	32	6	obtained	obtain	VERB
fcis-3162	32	7	through	through	ADP
fcis-3162	32	8	fair	fair	ADJ
fcis-3162	32	9	competition	competition	NOUN
fcis-3162	32	10	among	among	ADP
fcis-3162	32	11	the	the	DET
fcis-3162	32	12	nodes	node	NOUN
fcis-3162	32	13	to	to	PART
fcis-3162	32	14	acquire	acquire	VERB
fcis-3162	32	15	the	the	DET
fcis-3162	32	16	packing	packing	NOUN
fcis-3162	32	17	right	right	NOUN
fcis-3162	32	18	,	,	PUNCT
fcis-3162	32	19	and	and	CCONJ
fcis-3162	32	20	it	it	PRON
fcis-3162	32	21	is	be	AUX
fcis-3162	32	22	rewarded	reward	VERB
fcis-3162	32	23	with	with	ADP
fcis-3162	32	24	corresponding	correspond	VERB
fcis-3162	32	25	tokens	token	NOUN
fcis-3162	32	26	to	to	PART
fcis-3162	32	27	ensure	ensure	VERB
fcis-3162	32	28	the	the	DET
fcis-3162	32	29	security	security	NOUN
fcis-3162	32	30	and	and	CCONJ
fcis-3162	32	31	consistency	consistency	NOUN
fcis-3162	32	32	of	of	ADP
fcis-3162	32	33	the	the	DET
fcis-3162	32	34	data	datum	NOUN
fcis-3162	32	35	.	.	PUNCT
fcis-3162	33	1	likewise	likewise	ADV
fcis-3162	33	2	,	,	PUNCT
fcis-3162	33	3	the	the	DET
fcis-3162	33	4	proof	proof	NOUN
fcis-3162	33	5	of	of	ADP
fcis-3162	33	6	interest	interest	NOUN
fcis-3162	33	7	is	be	AUX
fcis-3162	33	8	obtained	obtain	VERB
fcis-3162	33	9	through	through	ADP
fcis-3162	33	10	packing	packing	NOUN
fcis-3162	33	11	rights	right	NOUN
fcis-3162	33	12	by	by	ADP
fcis-3162	33	13	pledging	pledge	VERB
fcis-3162	33	14	tokens	token	NOUN
fcis-3162	33	15	to	to	PART
fcis-3162	33	16	prove	prove	VERB
fcis-3162	33	17	ownership	ownership	NOUN
fcis-3162	33	18	.	.	PUNCT
fcis-3162	34	1	with	with	ADP
fcis-3162	34	2	the	the	DET
fcis-3162	34	3	byzantine	byzantine	ADJ
fcis-3162	34	4	fault	fault	VERB
fcis-3162	34	5	tolerance	tolerance	NOUN
fcis-3162	34	6	,	,	PUNCT
fcis-3162	34	7	the	the	DET
fcis-3162	34	8	bookkeeper	bookkeeper	NOUN
fcis-3162	34	9	is	be	AUX
fcis-3162	34	10	elected	elect	VERB
fcis-3162	34	11	according	accord	VERB
fcis-3162	34	12	to	to	ADP
fcis-3162	34	13	the	the	DET
fcis-3162	34	14	proportion	proportion	NOUN
fcis-3162	34	15	of	of	ADP
fcis-3162	34	16	interest	interest	NOUN
fcis-3162	34	17	,	,	PUNCT
fcis-3162	34	18	and	and	CCONJ
fcis-3162	34	19	if	if	SCONJ
fcis-3162	34	20	more	more	ADJ
fcis-3162	34	21	than	than	ADP
fcis-3162	34	22	two	two	NUM
fcis-3162	34	23	-	-	PUNCT
fcis-3162	34	24	thirds	third	NOUN
fcis-3162	34	25	reach	reach	VERB
fcis-3162	34	26	an	an	DET
fcis-3162	34	27	agreement	agreement	NOUN
fcis-3162	34	28	,	,	PUNCT
fcis-3162	34	29	the	the	DET
fcis-3162	34	30	bookkeeping	bookkeeping	NOUN
fcis-3162	34	31	can	can	AUX
fcis-3162	34	32	be	be	AUX
fcis-3162	34	33	completed	complete	VERB
fcis-3162	34	34	.	.	PUNCT
fcis-3162	35	1	finally	finally	ADV
fcis-3162	35	2	,	,	PUNCT
fcis-3162	35	3	the	the	DET
fcis-3162	35	4	application	application	NOUN
fcis-3162	35	5	layer	layer	NOUN
fcis-3162	35	6	focuses	focus	VERB
fcis-3162	35	7	on	on	ADP
fcis-3162	35	8	non	non	ADJ
fcis-3162	35	9	-	-	ADJ
fcis-3162	35	10	fungible	fungible	ADJ
fcis-3162	35	11	tokens	token	NOUN
fcis-3162	35	12	(	(	PUNCT
fcis-3162	35	13	nfts	nft	NOUN
fcis-3162	35	14	)	)	PUNCT
fcis-3162	35	15	,	,	PUNCT
fcis-3162	35	16	digital	digital	ADJ
fcis-3162	35	17	currency	currency	NOUN
fcis-3162	35	18	,	,	PUNCT
fcis-3162	35	19	decentralized	decentralized	ADJ
fcis-3162	35	20	applications	application	NOUN
fcis-3162	35	21	,	,	PUNCT
fcis-3162	35	22	decentralized	decentralize	VERB
fcis-3162	35	23	autonomous	autonomous	ADJ
fcis-3162	35	24	organizations	organization	NOUN
fcis-3162	35	25	,	,	PUNCT
fcis-3162	35	26	and	and	CCONJ
fcis-3162	35	27	more	more	ADJ
fcis-3162	35	28	,	,	PUNCT
fcis-3162	35	29	including	include	VERB
fcis-3162	35	30	open	open	ADJ
fcis-3162	35	31	sea	sea	NOUN
fcis-3162	35	32	,	,	PUNCT
fcis-3162	35	33	binance	binance	NOUN
fcis-3162	35	34	,	,	PUNCT
fcis-3162	35	35	ethereum	ethereum	NOUN
fcis-3162	35	36	,	,	PUNCT
fcis-3162	35	37	and	and	CCONJ
fcis-3162	35	38	others	other	NOUN
fcis-3162	35	39	.	.	PUNCT
fcis-3162	36	1	the	the	DET
fcis-3162	36	2	application	application	NOUN
fcis-3162	36	3	layer	layer	NOUN
fcis-3162	36	4	provides	provide	VERB
fcis-3162	36	5	call	call	NOUN
fcis-3162	36	6	interfaces	interface	NOUN
fcis-3162	36	7	for	for	ADP
fcis-3162	36	8	various	various	ADJ
fcis-3162	36	9	programs	program	NOUN
fcis-3162	36	10	,	,	PUNCT
fcis-3162	36	11	allowing	allow	VERB
fcis-3162	36	12	the	the	DET
fcis-3162	36	13	blockchain	blockchain	PROPN
fcis-3162	36	14	to	to	PART
fcis-3162	36	15	support	support	VERB
fcis-3162	36	16	data	datum	NOUN
fcis-3162	36	17	interaction	interaction	NOUN
fcis-3162	36	18	from	from	ADP
fcis-3162	36	19	multiple	multiple	ADJ
fcis-3162	36	20	domains	domain	NOUN
fcis-3162	36	21	.	.	PUNCT
fcis-3162	37	1	3.2.2	3.2.2	NUM
fcis-3162	37	2	.	.	PUNCT
fcis-3162	38	1	technical	technical	ADJ
fcis-3162	38	2	characteristics	characteristics	PROPN
fcis-3162	38	3	privacy	privacy	NOUN
fcis-3162	38	4	and	and	CCONJ
fcis-3162	38	5	scalability	scalability	NOUN
fcis-3162	38	6	are	be	AUX
fcis-3162	38	7	the	the	DET
fcis-3162	38	8	technical	technical	ADJ
fcis-3162	38	9	advantages	advantage	NOUN
fcis-3162	38	10	of	of	ADP
fcis-3162	38	11	81	81	NUM
fcis-3162	38	12	blockchain	blockchain	NOUN
fcis-3162	38	13	.	.	PUNCT
fcis-3162	39	1	with	with	ADP
fcis-3162	39	2	bitcoin	bitcoin	PROPN
fcis-3162	39	3	,	,	PUNCT
fcis-3162	39	4	users	user	NOUN
fcis-3162	39	5	are	be	AUX
fcis-3162	39	6	assigned	assign	VERB
fcis-3162	39	7	a	a	DET
fcis-3162	39	8	public	public	ADJ
fcis-3162	39	9	key	key	NOUN
fcis-3162	39	10	and	and	CCONJ
fcis-3162	39	11	a	a	DET
fcis-3162	39	12	corresponding	corresponding	ADJ
fcis-3162	39	13	private	private	ADJ
fcis-3162	39	14	key	key	NOUN
fcis-3162	39	15	.	.	PUNCT
fcis-3162	40	1	only	only	ADV
fcis-3162	40	2	the	the	DET
fcis-3162	40	3	input	input	NOUN
fcis-3162	40	4	and	and	CCONJ
fcis-3162	40	5	output	output	NOUN
fcis-3162	40	6	addresses	address	NOUN
fcis-3162	40	7	appear	appear	VERB
fcis-3162	40	8	for	for	ADP
fcis-3162	40	9	each	each	DET
fcis-3162	40	10	transaction	transaction	NOUN
fcis-3162	40	11	record	record	NOUN
fcis-3162	40	12	,	,	PUNCT
fcis-3162	40	13	effectively	effectively	ADV
fcis-3162	40	14	protecting	protect	VERB
fcis-3162	40	15	the	the	DET
fcis-3162	40	16	user	user	NOUN
fcis-3162	40	17	’s	’s	PART
fcis-3162	40	18	information	information	NOUN
fcis-3162	40	19	.	.	PUNCT
fcis-3162	41	1	combined	combine	VERB
fcis-3162	41	2	with	with	ADP
fcis-3162	41	3	blockchainrelated	blockchainrelate	VERB
fcis-3162	41	4	cryptography	cryptography	NOUN
fcis-3162	41	5	,	,	PUNCT
fcis-3162	41	6	zero	zero	NUM
fcis-3162	41	7	-	-	PUNCT
fcis-3162	41	8	knowledge	knowledge	NOUN
fcis-3162	41	9	proofs	proof	NOUN
fcis-3162	41	10	were	be	AUX
fcis-3162	41	11	proposed	propose	VERB
fcis-3162	41	12	in	in	ADP
fcis-3162	41	13	the	the	DET
fcis-3162	41	14	1980s	1980	NOUN
fcis-3162	41	15	as	as	ADP
fcis-3162	41	16	a	a	DET
fcis-3162	41	17	method	method	NOUN
fcis-3162	41	18	of	of	ADP
fcis-3162	41	19	data	datum	NOUN
fcis-3162	41	20	protection	protection	NOUN
fcis-3162	41	21	,	,	PUNCT
fcis-3162	41	22	in	in	ADP
fcis-3162	41	23	which	which	PRON
fcis-3162	41	24	a	a	DET
fcis-3162	41	25	clearly	clearly	ADV
fcis-3162	41	26	defined	define	VERB
fcis-3162	41	27	assertion	assertion	NOUN
fcis-3162	41	28	is	be	AUX
fcis-3162	41	29	confirmed	confirm	VERB
fcis-3162	41	30	by	by	ADP
fcis-3162	41	31	a	a	DET
fcis-3162	41	32	verifier	verifier	NOUN
fcis-3162	41	33	who	who	PRON
fcis-3162	41	34	has	have	VERB
fcis-3162	41	35	no	no	DET
fcis-3162	41	36	extraneous	extraneous	ADJ
fcis-3162	41	37	knowledge	knowledge	NOUN
fcis-3162	41	38	about	about	ADP
fcis-3162	41	39	the	the	DET
fcis-3162	41	40	prover	prover	NOUN
fcis-3162	41	41	’s	’s	PART
fcis-3162	41	42	assertion	assertion	NOUN
fcis-3162	41	43	.	.	PUNCT
fcis-3162	42	1	the	the	DET
fcis-3162	42	2	verifier	verifier	NOUN
fcis-3162	42	3	simply	simply	ADV
fcis-3162	42	4	confirms	confirm	VERB
fcis-3162	42	5	whether	whether	SCONJ
fcis-3162	42	6	the	the	DET
fcis-3162	42	7	assertion	assertion	NOUN
fcis-3162	42	8	is	be	AUX
fcis-3162	42	9	correct	correct	ADJ
fcis-3162	42	10	or	or	CCONJ
fcis-3162	42	11	not	not	PART
fcis-3162	42	12	.	.	PUNCT
fcis-3162	43	1	currently	currently	ADV
fcis-3162	43	2	,	,	PUNCT
fcis-3162	43	3	zero	zero	NUM
fcis-3162	43	4	-	-	PUNCT
fcis-3162	43	5	knowledge	knowledge	NOUN
fcis-3162	43	6	proofs	proof	NOUN
fcis-3162	43	7	are	be	AUX
fcis-3162	43	8	one	one	NUM
fcis-3162	43	9	of	of	ADP
fcis-3162	43	10	the	the	DET
fcis-3162	43	11	key	key	ADJ
fcis-3162	43	12	techniques	technique	NOUN
fcis-3162	43	13	used	use	VERB
fcis-3162	43	14	to	to	PART
fcis-3162	43	15	address	address	VERB
fcis-3162	43	16	privacy	privacy	NOUN
fcis-3162	43	17	protection	protection	NOUN
fcis-3162	43	18	at	at	ADP
fcis-3162	43	19	the	the	DET
fcis-3162	43	20	blockchain	blockchain	PROPN
fcis-3162	43	21	transaction	transaction	NOUN
fcis-3162	43	22	layer	layer	NOUN
fcis-3162	43	23	.	.	PUNCT
fcis-3162	44	1	wang	wang	PROPN
fcis-3162	44	2	et	et	PROPN
fcis-3162	44	3	al	al	PROPN
fcis-3162	44	4	.	.	PROPN
fcis-3162	45	1	propose	propose	VERB
fcis-3162	45	2	to	to	PART
fcis-3162	45	3	protect	protect	VERB
fcis-3162	45	4	user	user	NOUN
fcis-3162	45	5	transactions	transaction	NOUN
fcis-3162	45	6	by	by	ADP
fcis-3162	45	7	encrypting	encrypt	VERB
fcis-3162	45	8	account	account	NOUN
fcis-3162	45	9	balances	balance	NOUN
fcis-3162	45	10	and	and	CCONJ
fcis-3162	45	11	transaction	transaction	NOUN
fcis-3162	45	12	information	information	NOUN
fcis-3162	45	13	in	in	ADP
fcis-3162	45	14	a	a	DET
fcis-3162	45	15	lightweight	lightweight	ADJ
fcis-3162	45	16	,	,	PUNCT
fcis-3162	45	17	homomorphic	homomorphic	ADJ
fcis-3162	45	18	manner	manner	NOUN
fcis-3162	45	19	before	before	SCONJ
fcis-3162	45	20	data	datum	NOUN
fcis-3162	45	21	is	be	AUX
fcis-3162	45	22	uploaded	upload	VERB
fcis-3162	45	23	on	on	ADP
fcis-3162	45	24	the	the	DET
fcis-3162	45	25	chain	chain	NOUN
fcis-3162	45	26	,	,	PUNCT
fcis-3162	45	27	so	so	SCONJ
fcis-3162	45	28	that	that	SCONJ
fcis-3162	45	29	the	the	DET
fcis-3162	45	30	information	information	NOUN
fcis-3162	45	31	seen	see	VERB
fcis-3162	45	32	by	by	ADP
fcis-3162	45	33	other	other	ADJ
fcis-3162	45	34	nodes	node	NOUN
fcis-3162	45	35	on	on	ADP
fcis-3162	45	36	the	the	DET
fcis-3162	45	37	chain	chain	NOUN
fcis-3162	45	38	is	be	AUX
fcis-3162	45	39	encrypted	encrypt	VERB
fcis-3162	45	40	.	.	PUNCT
fcis-3162	46	1	also	also	ADV
fcis-3162	46	2	,	,	PUNCT
fcis-3162	46	3	blockchain	blockchain	PROPN
fcis-3162	46	4	has	have	VERB
fcis-3162	46	5	good	good	ADJ
fcis-3162	46	6	scalability	scalability	NOUN
fcis-3162	46	7	;	;	PUNCT
fcis-3162	46	8	for	for	ADP
fcis-3162	46	9	example	example	NOUN
fcis-3162	46	10	,	,	PUNCT
fcis-3162	46	11	slicing	slicing	NOUN
fcis-3162	46	12	and	and	CCONJ
fcis-3162	46	13	chain	chain	NOUN
fcis-3162	46	14	measurement	measurement	NOUN
fcis-3162	46	15	are	be	AUX
fcis-3162	46	16	both	both	PRON
fcis-3162	46	17	used	use	VERB
fcis-3162	46	18	to	to	PART
fcis-3162	46	19	solve	solve	VERB
fcis-3162	46	20	the	the	DET
fcis-3162	46	21	problems	problem	NOUN
fcis-3162	46	22	of	of	ADP
fcis-3162	46	23	low	low	ADJ
fcis-3162	46	24	transaction	transaction	NOUN
fcis-3162	46	25	volume	volume	NOUN
fcis-3162	46	26	and	and	CCONJ
fcis-3162	46	27	high	high	ADJ
fcis-3162	46	28	latency	latency	NOUN
fcis-3162	46	29	.	.	PUNCT
fcis-3162	47	1	slicing	slicing	NOUN
fcis-3162	47	2	is	be	AUX
fcis-3162	47	3	one	one	NUM
fcis-3162	47	4	of	of	ADP
fcis-3162	47	5	the	the	DET
fcis-3162	47	6	mainstream	mainstream	NOUN
fcis-3162	47	7	scaling	scaling	NOUN
fcis-3162	47	8	methods	method	NOUN
fcis-3162	47	9	for	for	ADP
fcis-3162	47	10	the	the	DET
fcis-3162	47	11	first	first	ADJ
fcis-3162	47	12	blockchain	blockchain	PROPN
fcis-3162	47	13	layer	layer	NOUN
fcis-3162	47	14	,	,	PUNCT
fcis-3162	47	15	which	which	PRON
fcis-3162	47	16	entails	entail	VERB
fcis-3162	47	17	slicing	slice	VERB
fcis-3162	47	18	the	the	DET
fcis-3162	47	19	whole	whole	ADJ
fcis-3162	47	20	blockchain	blockchain	NOUN
fcis-3162	47	21	and	and	CCONJ
fcis-3162	47	22	dividing	divide	VERB
fcis-3162	47	23	the	the	DET
fcis-3162	47	24	work	work	NOUN
fcis-3162	47	25	.	.	PUNCT
fcis-3162	48	1	each	each	DET
fcis-3162	48	2	node	node	NOUN
fcis-3162	48	3	is	be	AUX
fcis-3162	48	4	only	only	ADV
fcis-3162	48	5	responsible	responsible	ADJ
fcis-3162	48	6	for	for	ADP
fcis-3162	48	7	the	the	DET
fcis-3162	48	8	corresponding	corresponding	ADJ
fcis-3162	48	9	storage	storage	NOUN
fcis-3162	48	10	,	,	PUNCT
fcis-3162	48	11	verification	verification	NOUN
fcis-3162	48	12	,	,	PUNCT
fcis-3162	48	13	and	and	CCONJ
fcis-3162	48	14	related	related	ADJ
fcis-3162	48	15	procedures	procedure	NOUN
fcis-3162	48	16	,	,	PUNCT
fcis-3162	48	17	making	make	VERB
fcis-3162	48	18	it	it	PRON
fcis-3162	48	19	more	more	ADV
fcis-3162	48	20	efficient	efficient	ADJ
fcis-3162	48	21	.	.	PUNCT
fcis-3162	49	1	the	the	DET
fcis-3162	49	2	measurement	measurement	NOUN
fcis-3162	49	3	chain	chain	NOUN
fcis-3162	49	4	,	,	PUNCT
fcis-3162	49	5	on	on	ADP
fcis-3162	49	6	the	the	DET
fcis-3162	49	7	other	other	ADJ
fcis-3162	49	8	hand	hand	NOUN
fcis-3162	49	9	,	,	PUNCT
fcis-3162	49	10	is	be	AUX
fcis-3162	49	11	derived	derive	VERB
fcis-3162	49	12	from	from	ADP
fcis-3162	49	13	the	the	DET
fcis-3162	49	14	main	main	ADJ
fcis-3162	49	15	chain	chain	NOUN
fcis-3162	49	16	and	and	CCONJ
fcis-3162	49	17	ensures	ensure	VERB
fcis-3162	49	18	data	datum	NOUN
fcis-3162	49	19	security	security	NOUN
fcis-3162	49	20	by	by	ADP
fcis-3162	49	21	running	run	VERB
fcis-3162	49	22	its	its	PRON
fcis-3162	49	23	own	own	ADJ
fcis-3162	49	24	independent	independent	ADJ
fcis-3162	49	25	blockchain	blockchain	NOUN
fcis-3162	49	26	and	and	CCONJ
fcis-3162	49	27	uploading	upload	VERB
fcis-3162	49	28	valuable	valuable	ADJ
fcis-3162	49	29	information	information	NOUN
fcis-3162	49	30	to	to	ADP
fcis-3162	49	31	the	the	DET
fcis-3162	49	32	main	main	ADJ
fcis-3162	49	33	chain	chain	NOUN
fcis-3162	49	34	on	on	ADP
fcis-3162	49	35	a	a	DET
fcis-3162	49	36	regular	regular	ADJ
fcis-3162	49	37	basis	basis	NOUN
fcis-3162	49	38	.	.	PUNCT
fcis-3162	50	1	3.3	3.3	NUM
fcis-3162	50	2	.	.	PUNCT
fcis-3162	51	1	iot	iot	PROPN
fcis-3162	51	2	security	security	NOUN
fcis-3162	51	3	using	use	VERB
fcis-3162	51	4	blockchain	blockchain	PROPN
fcis-3162	51	5	technology	technology	PROPN
fcis-3162	51	6	blockchain	blockchain	PROPN
fcis-3162	51	7	currently	currently	ADV
fcis-3162	51	8	has	have	VERB
fcis-3162	51	9	a	a	DET
fcis-3162	51	10	wide	wide	ADJ
fcis-3162	51	11	range	range	NOUN
fcis-3162	51	12	of	of	ADP
fcis-3162	51	13	applications	application	NOUN
fcis-3162	51	14	in	in	ADP
fcis-3162	51	15	iot	iot	NOUN
fcis-3162	51	16	,	,	PUNCT
fcis-3162	51	17	involving	involve	VERB
fcis-3162	51	18	different	different	ADJ
fcis-3162	51	19	domains	domain	NOUN
fcis-3162	51	20	and	and	CCONJ
fcis-3162	51	21	multiple	multiple	ADJ
fcis-3162	51	22	technologies	technology	NOUN
fcis-3162	51	23	,	,	PUNCT
fcis-3162	51	24	and	and	CCONJ
fcis-3162	51	25	with	with	ADP
fcis-3162	51	26	the	the	DET
fcis-3162	51	27	appeal	appeal	NOUN
fcis-3162	51	28	of	of	ADP
fcis-3162	51	29	significant	significant	ADJ
fcis-3162	51	30	commercial	commercial	ADJ
fcis-3162	51	31	value	value	NOUN
fcis-3162	51	32	,	,	PUNCT
fcis-3162	51	33	there	there	PRON
fcis-3162	51	34	is	be	VERB
fcis-3162	51	35	no	no	DET
fcis-3162	51	36	shortage	shortage	NOUN
fcis-3162	51	37	of	of	ADP
fcis-3162	51	38	attackers	attacker	NOUN
fcis-3162	51	39	who	who	PRON
fcis-3162	51	40	seek	seek	VERB
fcis-3162	51	41	to	to	PART
fcis-3162	51	42	identify	identify	VERB
fcis-3162	51	43	and	and	CCONJ
fcis-3162	51	44	steal	steal	VERB
fcis-3162	51	45	important	important	ADJ
fcis-3162	51	46	data	datum	NOUN
fcis-3162	51	47	nodes	node	NOUN
fcis-3162	51	48	.	.	PUNCT
fcis-3162	52	1	the	the	DET
fcis-3162	52	2	sensing	sense	VERB
fcis-3162	52	3	devices	device	NOUN
fcis-3162	52	4	within	within	ADP
fcis-3162	52	5	iot	iot	NOUN
fcis-3162	52	6	are	be	AUX
fcis-3162	52	7	numerous	numerous	ADJ
fcis-3162	52	8	and	and	CCONJ
fcis-3162	52	9	cumbersome	cumbersome	ADJ
fcis-3162	52	10	,	,	PUNCT
fcis-3162	52	11	and	and	CCONJ
fcis-3162	52	12	many	many	ADJ
fcis-3162	52	13	of	of	ADP
fcis-3162	52	14	them	they	PRON
fcis-3162	52	15	do	do	AUX
fcis-3162	52	16	not	not	PART
fcis-3162	52	17	have	have	VERB
fcis-3162	52	18	supporting	support	VERB
fcis-3162	52	19	software	software	NOUN
fcis-3162	52	20	for	for	ADP
fcis-3162	52	21	long	long	ADJ
fcis-3162	52	22	-	-	PUNCT
fcis-3162	52	23	term	term	NOUN
fcis-3162	52	24	maintenance	maintenance	NOUN
fcis-3162	52	25	.	.	PUNCT
fcis-3162	53	1	wu	wu	PROPN
fcis-3162	53	2	et	et	PROPN
fcis-3162	53	3	al	al	PROPN
fcis-3162	53	4	.	.	PUNCT
fcis-3162	54	1	propose	propose	VERB
fcis-3162	54	2	multi	multi	ADJ
fcis-3162	54	3	-	-	ADJ
fcis-3162	54	4	layer	layer	ADJ
fcis-3162	54	5	aggregate	aggregate	ADJ
fcis-3162	54	6	authentication	authentication	NOUN
fcis-3162	54	7	(	(	PUNCT
fcis-3162	54	8	mlav	mlav	NOUN
fcis-3162	54	9	)	)	PUNCT
fcis-3162	54	10	,	,	PUNCT
fcis-3162	54	11	an	an	DET
fcis-3162	54	12	efficient	efficient	ADJ
fcis-3162	54	13	blockchain	blockchain	PROPN
fcis-3162	54	14	management	management	NOUN
fcis-3162	54	15	framework	framework	NOUN
fcis-3162	54	16	that	that	PRON
fcis-3162	54	17	allows	allow	VERB
fcis-3162	54	18	regular	regular	ADJ
fcis-3162	54	19	upgrades	upgrade	NOUN
fcis-3162	54	20	and	and	CCONJ
fcis-3162	54	21	system	system	NOUN
fcis-3162	54	22	maintenance	maintenance	NOUN
fcis-3162	54	23	of	of	ADP
fcis-3162	54	24	iot	iot	PROPN
fcis-3162	54	25	devices	device	NOUN
fcis-3162	54	26	to	to	PART
fcis-3162	54	27	defend	defend	VERB
fcis-3162	54	28	against	against	ADP
fcis-3162	54	29	malware	malware	NOUN
fcis-3162	54	30	attacks	attack	NOUN
fcis-3162	54	31	.	.	PUNCT
fcis-3162	55	1	uzair	uzair	PROPN
fcis-3162	55	2	et	et	PROPN
fcis-3162	55	3	al	al	PROPN
fcis-3162	55	4	.	.	PROPN
fcis-3162	56	1	discuss	discuss	VERB
fcis-3162	56	2	the	the	DET
fcis-3162	56	3	use	use	NOUN
fcis-3162	56	4	of	of	ADP
fcis-3162	56	5	smart	smart	ADJ
fcis-3162	56	6	contracts	contract	NOUN
fcis-3162	56	7	with	with	ADP
fcis-3162	56	8	an	an	DET
fcis-3162	56	9	ethereum	ethereum	NOUN
fcis-3162	56	10	variant	variant	NOUN
fcis-3162	56	11	that	that	PRON
fcis-3162	56	12	limits	limit	VERB
fcis-3162	56	13	a	a	DET
fcis-3162	56	14	single	single	ADJ
fcis-3162	56	15	device	device	NOUN
fcis-3162	56	16	gas	gas	NOUN
fcis-3162	56	17	not	not	PART
fcis-3162	56	18	to	to	PART
fcis-3162	56	19	exceed	exceed	VERB
fcis-3162	56	20	the	the	DET
fcis-3162	56	21	gas	gas	NOUN
fcis-3162	56	22	of	of	ADP
fcis-3162	56	23	the	the	DET
fcis-3162	56	24	smart	smart	ADJ
fcis-3162	56	25	contract	contract	NOUN
fcis-3162	56	26	,	,	PUNCT
fcis-3162	56	27	thus	thus	ADV
fcis-3162	56	28	preventing	prevent	VERB
fcis-3162	56	29	denial	denial	NOUN
fcis-3162	56	30	-	-	PUNCT
fcis-3162	56	31	of	of	ADP
fcis-3162	56	32	-	-	PUNCT
fcis-3162	56	33	service	service	NOUN
fcis-3162	56	34	attacks	attack	NOUN
fcis-3162	56	35	.	.	PUNCT
fcis-3162	57	1	network	network	NOUN
fcis-3162	57	2	nodes	node	NOUN
fcis-3162	57	3	,	,	PUNCT
fcis-3162	57	4	which	which	PRON
fcis-3162	57	5	form	form	VERB
fcis-3162	57	6	an	an	DET
fcis-3162	57	7	important	important	ADJ
fcis-3162	57	8	part	part	NOUN
fcis-3162	57	9	of	of	ADP
fcis-3162	57	10	the	the	DET
fcis-3162	57	11	blockchain	blockchain	NOUN
fcis-3162	57	12	,	,	PUNCT
fcis-3162	57	13	have	have	AUX
fcis-3162	57	14	also	also	ADV
fcis-3162	57	15	gained	gain	VERB
fcis-3162	57	16	the	the	DET
fcis-3162	57	17	attention	attention	NOUN
fcis-3162	57	18	of	of	ADP
fcis-3162	57	19	attackers	attacker	NOUN
fcis-3162	57	20	.	.	PUNCT
fcis-3162	58	1	song	song	NOUN
fcis-3162	58	2	et	et	PROPN
fcis-3162	58	3	al	al	PROPN
fcis-3162	58	4	.	.	PROPN
fcis-3162	58	5	have	have	AUX
fcis-3162	58	6	designed	design	VERB
fcis-3162	58	7	a	a	DET
fcis-3162	58	8	visual	visual	ADJ
fcis-3162	58	9	inspection	inspection	NOUN
fcis-3162	58	10	tool	tool	NOUN
fcis-3162	58	11	based	base	VERB
fcis-3162	58	12	on	on	ADP
fcis-3162	58	13	iot	iot	PROPN
fcis-3162	58	14	blockchain	blockchain	PROPN
fcis-3162	58	15	data	data	PROPN
fcis-3162	58	16	to	to	PART
fcis-3162	58	17	ensure	ensure	VERB
fcis-3162	58	18	the	the	DET
fcis-3162	58	19	validity	validity	NOUN
fcis-3162	58	20	of	of	ADP
fcis-3162	58	21	data	datum	NOUN
fcis-3162	58	22	by	by	ADP
fcis-3162	58	23	checking	check	VERB
fcis-3162	58	24	if	if	SCONJ
fcis-3162	58	25	the	the	DET
fcis-3162	58	26	blockchain	blockchain	PROPN
fcis-3162	58	27	network	network	NOUN
fcis-3162	58	28	is	be	AUX
fcis-3162	58	29	functioning	function	VERB
fcis-3162	58	30	properly	properly	ADV
fcis-3162	58	31	and	and	CCONJ
fcis-3162	58	32	detecting	detect	VERB
fcis-3162	58	33	malicious	malicious	ADJ
fcis-3162	58	34	nodes	node	NOUN
fcis-3162	58	35	.	.	PUNCT
fcis-3162	59	1	vishwakarma	vishwakarma	PROPN
fcis-3162	59	2	et	et	PROPN
fcis-3162	59	3	al	al	PROPN
fcis-3162	59	4	.	.	PUNCT
fcis-3162	60	1	propose	propose	VERB
fcis-3162	60	2	a	a	DET
fcis-3162	60	3	blockchain	blockchain	NOUN
fcis-3162	60	4	-	-	PUNCT
fcis-3162	60	5	enabled	enable	VERB
fcis-3162	60	6	secure	secure	ADJ
fcis-3162	60	7	storage	storage	NOUN
fcis-3162	60	8	and	and	CCONJ
fcis-3162	60	9	communication	communication	NOUN
fcis-3162	60	10	scheme	scheme	NOUN
fcis-3162	60	11	(	(	PUNCT
fcis-3162	60	12	bbs	bbs	PROPN
fcis-3162	60	13	)	)	PUNCT
fcis-3162	60	14	that	that	PRON
fcis-3162	60	15	combines	combine	VERB
fcis-3162	60	16	the	the	DET
fcis-3162	60	17	tamper	tamper	ADV
fcis-3162	60	18	-	-	PUNCT
fcis-3162	60	19	resistant	resistant	ADJ
fcis-3162	60	20	features	feature	NOUN
fcis-3162	60	21	of	of	ADP
fcis-3162	60	22	blockchain	blockchain	PROPN
fcis-3162	60	23	,	,	PUNCT
fcis-3162	60	24	where	where	SCONJ
fcis-3162	60	25	authenticated	authenticate	VERB
fcis-3162	60	26	objects	object	NOUN
fcis-3162	60	27	are	be	AUX
fcis-3162	60	28	divided	divide	VERB
fcis-3162	60	29	into	into	ADP
fcis-3162	60	30	secure	secure	ADJ
fcis-3162	60	31	,	,	PUNCT
fcis-3162	60	32	trustworthy	trustworthy	ADJ
fcis-3162	60	33	regions	region	NOUN
fcis-3162	60	34	,	,	PUNCT
fcis-3162	60	35	where	where	SCONJ
fcis-3162	60	36	the	the	DET
fcis-3162	60	37	objects	object	NOUN
fcis-3162	60	38	can	can	AUX
fcis-3162	60	39	interact	interact	VERB
fcis-3162	60	40	freely	freely	ADV
fcis-3162	60	41	.	.	PUNCT
fcis-3162	61	1	for	for	ADP
fcis-3162	61	2	privacy	privacy	NOUN
fcis-3162	61	3	issues	issue	NOUN
fcis-3162	61	4	associated	associate	VERB
fcis-3162	61	5	with	with	ADP
fcis-3162	61	6	personal	personal	ADJ
fcis-3162	61	7	schedules	schedule	NOUN
fcis-3162	61	8	,	,	PUNCT
fcis-3162	61	9	giannoutakis	giannoutakis	PROPN
fcis-3162	61	10	et	et	PROPN
fcis-3162	61	11	al	al	PROPN
fcis-3162	61	12	.	.	PROPN
fcis-3162	61	13	outline	outline	PROPN
fcis-3162	61	14	a	a	DET
fcis-3162	61	15	blockchain	blockchain	PROPN
fcis-3162	61	16	-	-	PUNCT
fcis-3162	61	17	based	base	VERB
fcis-3162	61	18	decentralized	decentralize	VERB
fcis-3162	61	19	architecture	architecture	NOUN
fcis-3162	61	20	for	for	ADP
fcis-3162	61	21	the	the	DET
fcis-3162	61	22	enhancement	enhancement	NOUN
fcis-3162	61	23	of	of	ADP
fcis-3162	61	24	cybersecurity	cybersecurity	NOUN
fcis-3162	61	25	in	in	ADP
fcis-3162	61	26	smart	smart	ADJ
fcis-3162	61	27	homes	home	NOUN
fcis-3162	61	28	,	,	PUNCT
fcis-3162	61	29	where	where	SCONJ
fcis-3162	61	30	the	the	DET
fcis-3162	61	31	ip	ip	NOUN
fcis-3162	61	32	of	of	ADP
fcis-3162	61	33	the	the	DET
fcis-3162	61	34	home	home	NOUN
fcis-3162	61	35	device	device	NOUN
fcis-3162	61	36	is	be	AUX
fcis-3162	61	37	managed	manage	VERB
fcis-3162	61	38	through	through	ADP
fcis-3162	61	39	smart	smart	ADJ
fcis-3162	61	40	contracts	contract	NOUN
fcis-3162	61	41	and	and	CCONJ
fcis-3162	61	42	the	the	DET
fcis-3162	61	43	ip	ip	NOUN
fcis-3162	61	44	of	of	ADP
fcis-3162	61	45	the	the	DET
fcis-3162	61	46	attacker	attacker	NOUN
fcis-3162	61	47	is	be	AUX
fcis-3162	61	48	blacklisted	blacklist	VERB
fcis-3162	61	49	through	through	ADP
fcis-3162	61	50	anomaly	anomaly	NOUN
fcis-3162	61	51	detection	detection	NOUN
fcis-3162	61	52	to	to	PART
fcis-3162	61	53	protect	protect	VERB
fcis-3162	61	54	the	the	DET
fcis-3162	61	55	user	user	NOUN
fcis-3162	61	56	’s	’s	PART
fcis-3162	61	57	data	datum	NOUN
fcis-3162	61	58	.	.	PUNCT
fcis-3162	62	1	xu	xu	PROPN
fcis-3162	62	2	et	et	PROPN
fcis-3162	63	1	al	al	PROPN
fcis-3162	63	2	.	.	PROPN
fcis-3162	63	3	also	also	ADV
fcis-3162	63	4	suggest	suggest	VERB
fcis-3162	63	5	using	use	VERB
fcis-3162	63	6	smart	smart	ADJ
fcis-3162	63	7	contracts	contract	NOUN
fcis-3162	63	8	to	to	PART
fcis-3162	63	9	automatically	automatically	ADV
fcis-3162	63	10	determine	determine	VERB
fcis-3162	63	11	whether	whether	SCONJ
fcis-3162	63	12	patient	patient	ADJ
fcis-3162	63	13	data	datum	NOUN
fcis-3162	63	14	,	,	PUNCT
fcis-3162	63	15	after	after	ADP
fcis-3162	63	16	homomorphic	homomorphic	ADJ
fcis-3162	63	17	encryption	encryption	NOUN
fcis-3162	63	18	,	,	PUNCT
fcis-3162	63	19	is	be	AUX
fcis-3162	63	20	eligible	eligible	ADJ
fcis-3162	63	21	for	for	ADP
fcis-3162	63	22	health	health	NOUN
fcis-3162	63	23	insurance	insurance	NOUN
fcis-3162	63	24	claims	claim	NOUN
fcis-3162	63	25	,	,	PUNCT
fcis-3162	63	26	thus	thus	ADV
fcis-3162	63	27	avoiding	avoid	VERB
fcis-3162	63	28	the	the	DET
fcis-3162	63	29	risk	risk	NOUN
fcis-3162	63	30	of	of	ADP
fcis-3162	63	31	data	datum	NOUN
fcis-3162	63	32	leakage	leakage	NOUN
fcis-3162	63	33	of	of	ADP
fcis-3162	63	34	sensitive	sensitive	ADJ
fcis-3162	63	35	patient	patient	ADJ
fcis-3162	63	36	information	information	NOUN
fcis-3162	63	37	.	.	PUNCT
fcis-3162	64	1	4	4	X
fcis-3162	64	2	.	.	X
fcis-3162	64	3	artificial	artificial	ADJ
fcis-3162	64	4	intelligence	intelligence	NOUN
fcis-3162	64	5	4.1	4.1	NUM
fcis-3162	64	6	.	.	PUNCT
fcis-3162	65	1	background	background	NOUN
fcis-3162	65	2	of	of	ADP
fcis-3162	65	3	artificial	artificial	ADJ
fcis-3162	65	4	intelligence	intelligence	NOUN
fcis-3162	65	5	artificial	artificial	ADJ
fcis-3162	65	6	intelligence	intelligence	NOUN
fcis-3162	65	7	(	(	PUNCT
fcis-3162	65	8	ai	ai	NOUN
fcis-3162	65	9	)	)	PUNCT
fcis-3162	65	10	,	,	PUNCT
fcis-3162	65	11	a	a	DET
fcis-3162	65	12	technology	technology	NOUN
fcis-3162	65	13	that	that	PRON
fcis-3162	65	14	mimics	mimic	VERB
fcis-3162	65	15	and	and	CCONJ
fcis-3162	65	16	extends	extend	VERB
fcis-3162	65	17	human	human	ADJ
fcis-3162	65	18	intelligence	intelligence	NOUN
fcis-3162	65	19	,	,	PUNCT
fcis-3162	65	20	is	be	AUX
fcis-3162	65	21	composed	compose	VERB
fcis-3162	65	22	of	of	ADP
fcis-3162	65	23	a	a	DET
fcis-3162	65	24	basic	basic	ADJ
fcis-3162	65	25	resource	resource	NOUN
fcis-3162	65	26	layer	layer	NOUN
fcis-3162	65	27	,	,	PUNCT
fcis-3162	65	28	a	a	DET
fcis-3162	65	29	technology	technology	NOUN
fcis-3162	65	30	layer	layer	NOUN
fcis-3162	65	31	,	,	PUNCT
fcis-3162	65	32	and	and	CCONJ
fcis-3162	65	33	an	an	DET
fcis-3162	65	34	application	application	NOUN
fcis-3162	65	35	layer	layer	NOUN
fcis-3162	65	36	.	.	PUNCT
fcis-3162	66	1	ai	ai	VERB
fcis-3162	66	2	involves	involve	VERB
fcis-3162	66	3	data	data	NOUN
fcis-3162	66	4	platforms	platform	NOUN
fcis-3162	66	5	,	,	PUNCT
fcis-3162	66	6	image	image	NOUN
fcis-3162	66	7	recognition	recognition	NOUN
fcis-3162	66	8	,	,	PUNCT
fcis-3162	66	9	natural	natural	ADJ
fcis-3162	66	10	language	language	NOUN
fcis-3162	66	11	processing	processing	NOUN
fcis-3162	66	12	,	,	PUNCT
fcis-3162	66	13	driverless	driverless	NOUN
fcis-3162	66	14	capabilities	capability	NOUN
fcis-3162	66	15	,	,	PUNCT
fcis-3162	66	16	and	and	CCONJ
fcis-3162	66	17	more	more	ADJ
fcis-3162	66	18	.	.	PUNCT
fcis-3162	67	1	presently	presently	ADV
fcis-3162	67	2	,	,	PUNCT
fcis-3162	67	3	ai	ai	VERB
fcis-3162	67	4	is	be	AUX
fcis-3162	67	5	still	still	ADV
fcis-3162	67	6	in	in	ADP
fcis-3162	67	7	a	a	DET
fcis-3162	67	8	relatively	relatively	ADV
fcis-3162	67	9	weak	weak	ADJ
fcis-3162	67	10	stage	stage	NOUN
fcis-3162	67	11	in	in	ADP
fcis-3162	67	12	comparison	comparison	NOUN
fcis-3162	67	13	to	to	ADP
fcis-3162	67	14	its	its	PRON
fcis-3162	67	15	full	full	ADJ
fcis-3162	67	16	potential	potential	NOUN
fcis-3162	67	17	,	,	PUNCT
fcis-3162	67	18	with	with	ADP
fcis-3162	67	19	prominent	prominent	ADJ
fcis-3162	67	20	examples	example	NOUN
fcis-3162	67	21	including	include	VERB
fcis-3162	67	22	apple	apple	NOUN
fcis-3162	67	23	’s	’s	PART
fcis-3162	67	24	siri	siri	NOUN
fcis-3162	67	25	,	,	PUNCT
fcis-3162	67	26	alphago	alphago	NOUN
fcis-3162	67	27	,	,	PUNCT
fcis-3162	67	28	and	and	CCONJ
fcis-3162	67	29	other	other	ADJ
fcis-3162	67	30	technologies	technology	NOUN
fcis-3162	67	31	that	that	PRON
fcis-3162	67	32	can	can	AUX
fcis-3162	67	33	only	only	ADV
fcis-3162	67	34	handle	handle	VERB
fcis-3162	67	35	specific	specific	ADJ
fcis-3162	67	36	scenarios	scenario	NOUN
fcis-3162	67	37	.	.	PUNCT
fcis-3162	68	1	machine	machine	NOUN
fcis-3162	68	2	learning	learning	PROPN
fcis-3162	68	3	,	,	PUNCT
fcis-3162	68	4	the	the	DET
fcis-3162	68	5	core	core	NOUN
fcis-3162	68	6	research	research	NOUN
fcis-3162	68	7	area	area	NOUN
fcis-3162	68	8	of	of	ADP
fcis-3162	68	9	ai	ai	NOUN
fcis-3162	68	10	,	,	PUNCT
fcis-3162	68	11	has	have	VERB
fcis-3162	68	12	a	a	DET
fcis-3162	68	13	wide	wide	ADJ
fcis-3162	68	14	selection	selection	NOUN
fcis-3162	68	15	of	of	ADP
fcis-3162	68	16	techniques	technique	NOUN
fcis-3162	68	17	such	such	ADJ
fcis-3162	68	18	as	as	ADP
fcis-3162	68	19	supervised	supervised	ADJ
fcis-3162	68	20	learning	learning	NOUN
fcis-3162	68	21	,	,	PUNCT
fcis-3162	68	22	reinforcement	reinforcement	NOUN
fcis-3162	68	23	learning	learning	NOUN
fcis-3162	68	24	,	,	PUNCT
fcis-3162	68	25	and	and	CCONJ
fcis-3162	68	26	deep	deep	ADJ
fcis-3162	68	27	learning	learning	NOUN
fcis-3162	68	28	.	.	PUNCT
fcis-3162	69	1	supervised	supervised	ADJ
fcis-3162	69	2	learning	learning	NOUN
fcis-3162	69	3	focuses	focus	VERB
fcis-3162	69	4	on	on	ADP
fcis-3162	69	5	training	train	VERB
fcis-3162	69	6	an	an	DET
fcis-3162	69	7	optimal	optimal	ADJ
fcis-3162	69	8	model	model	NOUN
fcis-3162	69	9	using	use	VERB
fcis-3162	69	10	known	know	VERB
fcis-3162	69	11	data	datum	NOUN
fcis-3162	69	12	,	,	PUNCT
fcis-3162	69	13	with	with	ADP
fcis-3162	69	14	the	the	DET
fcis-3162	69	15	objective	objective	NOUN
fcis-3162	69	16	of	of	ADP
fcis-3162	69	17	mapping	map	VERB
fcis-3162	69	18	an	an	DET
fcis-3162	69	19	input	input	NOUN
fcis-3162	69	20	to	to	ADP
fcis-3162	69	21	the	the	DET
fcis-3162	69	22	corresponding	corresponding	ADJ
fcis-3162	69	23	output	output	NOUN
fcis-3162	69	24	using	use	VERB
fcis-3162	69	25	the	the	DET
fcis-3162	69	26	trained	train	VERB
fcis-3162	69	27	model	model	NOUN
fcis-3162	69	28	,	,	PUNCT
fcis-3162	69	29	which	which	PRON
fcis-3162	69	30	would	would	AUX
fcis-3162	69	31	thus	thus	ADV
fcis-3162	69	32	introduce	introduce	VERB
fcis-3162	69	33	predictive	predictive	ADJ
fcis-3162	69	34	power	power	NOUN
fcis-3162	69	35	for	for	ADP
fcis-3162	69	36	unknown	unknown	ADJ
fcis-3162	69	37	data	datum	NOUN
fcis-3162	69	38	.	.	PUNCT
fcis-3162	70	1	reinforcement	reinforcement	NOUN
fcis-3162	70	2	learning	learning	NOUN
fcis-3162	70	3	,	,	PUNCT
fcis-3162	70	4	on	on	ADP
fcis-3162	70	5	the	the	DET
fcis-3162	70	6	other	other	ADJ
fcis-3162	70	7	hand	hand	NOUN
fcis-3162	70	8	,	,	PUNCT
fcis-3162	70	9	maximizes	maximize	VERB
fcis-3162	70	10	the	the	DET
fcis-3162	70	11	reward	reward	NOUN
fcis-3162	70	12	function	function	NOUN
fcis-3162	70	13	value	value	NOUN
fcis-3162	70	14	by	by	ADP
fcis-3162	70	15	recording	record	VERB
fcis-3162	70	16	the	the	DET
fcis-3162	70	17	model	model	NOUN
fcis-3162	70	18	’s	’s	PART
fcis-3162	70	19	behavior	behavior	NOUN
fcis-3162	70	20	based	base	VERB
fcis-3162	70	21	on	on	ADP
fcis-3162	70	22	the	the	DET
fcis-3162	70	23	feedback	feedback	NOUN
fcis-3162	70	24	given	give	VERB
fcis-3162	70	25	by	by	ADP
fcis-3162	70	26	the	the	DET
fcis-3162	70	27	environment	environment	NOUN
fcis-3162	70	28	,	,	PUNCT
fcis-3162	70	29	which	which	PRON
fcis-3162	70	30	rewards	reward	VERB
fcis-3162	70	31	or	or	CCONJ
fcis-3162	70	32	penalizes	penalize	VERB
fcis-3162	70	33	the	the	DET
fcis-3162	70	34	model	model	NOUN
fcis-3162	70	35	based	base	VERB
fcis-3162	70	36	on	on	ADP
fcis-3162	70	37	the	the	DET
fcis-3162	70	38	correctness	correctness	NOUN
fcis-3162	70	39	of	of	ADP
fcis-3162	70	40	its	its	PRON
fcis-3162	70	41	actions	action	NOUN
fcis-3162	70	42	.	.	PUNCT
fcis-3162	71	1	finally	finally	ADV
fcis-3162	71	2	,	,	PUNCT
fcis-3162	71	3	deep	deep	ADJ
fcis-3162	71	4	learning	learning	NOUN
fcis-3162	71	5	is	be	AUX
fcis-3162	71	6	a	a	DET
fcis-3162	71	7	technique	technique	NOUN
fcis-3162	71	8	based	base	VERB
fcis-3162	71	9	on	on	ADP
fcis-3162	71	10	neural	neural	ADJ
fcis-3162	71	11	networks	network	NOUN
fcis-3162	71	12	that	that	PRON
fcis-3162	71	13	involves	involve	VERB
fcis-3162	71	14	learning	learn	VERB
fcis-3162	71	15	the	the	DET
fcis-3162	71	16	underlying	underlie	VERB
fcis-3162	71	17	laws	law	NOUN
fcis-3162	71	18	of	of	ADP
fcis-3162	71	19	data	datum	NOUN
fcis-3162	71	20	.	.	PUNCT
fcis-3162	72	1	geoffrey	geoffrey	PROPN
fcis-3162	72	2	et	et	PROPN
fcis-3162	72	3	al	al	PROPN
fcis-3162	72	4	.	.	PROPN
fcis-3162	73	1	suggest	suggest	VERB
fcis-3162	73	2	that	that	SCONJ
fcis-3162	73	3	multilayer	multilayer	ADJ
fcis-3162	73	4	artificial	artificial	ADJ
fcis-3162	73	5	neural	neural	ADJ
fcis-3162	73	6	networks	network	NOUN
fcis-3162	73	7	have	have	VERB
fcis-3162	73	8	superior	superior	ADJ
fcis-3162	73	9	learning	learning	NOUN
fcis-3162	73	10	abilities	ability	NOUN
fcis-3162	73	11	and	and	CCONJ
fcis-3162	73	12	can	can	AUX
fcis-3162	73	13	overcome	overcome	VERB
fcis-3162	73	14	network	network	NOUN
fcis-3162	73	15	training	training	NOUN
fcis-3162	73	16	difficulties	difficulty	NOUN
fcis-3162	73	17	by	by	ADP
fcis-3162	73	18	initializing	initialize	VERB
fcis-3162	73	19	layer	layer	NOUN
fcis-3162	73	20	by	by	ADP
fcis-3162	73	21	layer	layer	NOUN
fcis-3162	73	22	.	.	PUNCT
fcis-3162	74	1	because	because	SCONJ
fcis-3162	74	2	deep	deep	ADJ
fcis-3162	74	3	learning	learning	NOUN
fcis-3162	74	4	is	be	AUX
fcis-3162	74	5	superior	superior	ADJ
fcis-3162	74	6	at	at	ADP
fcis-3162	74	7	constructing	construct	VERB
fcis-3162	74	8	complex	complex	ADJ
fcis-3162	74	9	and	and	CCONJ
fcis-3162	74	10	high	high	ADJ
fcis-3162	74	11	-	-	PUNCT
fcis-3162	74	12	dimensional	dimensional	ADJ
fcis-3162	74	13	data	datum	NOUN
fcis-3162	74	14	structures	structure	NOUN
fcis-3162	74	15	,	,	PUNCT
fcis-3162	74	16	it	it	PRON
fcis-3162	74	17	plays	play	VERB
fcis-3162	74	18	an	an	DET
fcis-3162	74	19	important	important	ADJ
fcis-3162	74	20	role	role	NOUN
fcis-3162	74	21	in	in	ADP
fcis-3162	74	22	natural	natural	ADJ
fcis-3162	74	23	sciences	science	NOUN
fcis-3162	74	24	,	,	PUNCT
fcis-3162	74	25	medicine	medicine	NOUN
fcis-3162	74	26	,	,	PUNCT
fcis-3162	74	27	and	and	CCONJ
fcis-3162	74	28	business	business	NOUN
fcis-3162	74	29	.	.	PUNCT
fcis-3162	75	1	4.2	4.2	NUM
fcis-3162	75	2	.	.	PUNCT
fcis-3162	75	3	development	development	NOUN
fcis-3162	75	4	and	and	CCONJ
fcis-3162	75	5	application	application	NOUN
fcis-3162	75	6	of	of	ADP
fcis-3162	75	7	artificial	artificial	ADJ
fcis-3162	75	8	intelligence	intelligence	NOUN
fcis-3162	75	9	in	in	ADP
fcis-3162	75	10	the	the	DET
fcis-3162	75	11	field	field	NOUN
fcis-3162	75	12	of	of	ADP
fcis-3162	75	13	iot	iot	ADJ
fcis-3162	75	14	security	security	PROPN
fcis-3162	75	15	4.2.1	4.2.1	NUM
fcis-3162	75	16	.	.	PUNCT
fcis-3162	76	1	malware	malware	NOUN
fcis-3162	76	2	detection	detection	NOUN
fcis-3162	76	3	the	the	DET
fcis-3162	76	4	lack	lack	NOUN
fcis-3162	76	5	of	of	ADP
fcis-3162	76	6	unified	unified	ADJ
fcis-3162	76	7	security	security	NOUN
fcis-3162	76	8	protocols	protocol	NOUN
fcis-3162	76	9	across	across	ADP
fcis-3162	76	10	iot	iot	PROPN
fcis-3162	76	11	nodes	node	NOUN
fcis-3162	76	12	,	,	PUNCT
fcis-3162	76	13	coupled	couple	VERB
fcis-3162	76	14	with	with	ADP
fcis-3162	76	15	the	the	DET
fcis-3162	76	16	embedded	embed	VERB
fcis-3162	76	17	nature	nature	NOUN
fcis-3162	76	18	of	of	ADP
fcis-3162	76	19	many	many	ADJ
fcis-3162	76	20	iot	iot	ADJ
fcis-3162	76	21	devices	device	NOUN
fcis-3162	76	22	,	,	PUNCT
fcis-3162	76	23	which	which	PRON
fcis-3162	76	24	can	can	AUX
fcis-3162	76	25	not	not	PART
fcis-3162	76	26	patch	patch	VERB
fcis-3162	76	27	the	the	DET
fcis-3162	76	28	latest	late	ADJ
fcis-3162	76	29	security	security	NOUN
fcis-3162	76	30	vulnerabilities	vulnerability	NOUN
fcis-3162	76	31	,	,	PUNCT
fcis-3162	76	32	makes	make	VERB
fcis-3162	76	33	iot	iot	ADJ
fcis-3162	76	34	technology	technology	NOUN
fcis-3162	76	35	susceptible	susceptible	ADJ
fcis-3162	76	36	to	to	ADP
fcis-3162	76	37	malware	malware	NOUN
fcis-3162	76	38	attacks	attack	NOUN
fcis-3162	76	39	.	.	PUNCT
fcis-3162	77	1	deep	deep	ADJ
fcis-3162	77	2	learning	learning	NOUN
fcis-3162	77	3	,	,	PUNCT
fcis-3162	77	4	when	when	SCONJ
fcis-3162	77	5	used	use	VERB
fcis-3162	77	6	for	for	ADP
fcis-3162	77	7	classifying	classify	VERB
fcis-3162	77	8	and	and	CCONJ
fcis-3162	77	9	detecting	detect	VERB
fcis-3162	77	10	malware	malware	NOUN
fcis-3162	77	11	,	,	PUNCT
fcis-3162	77	12	can	can	AUX
fcis-3162	77	13	extract	extract	VERB
fcis-3162	77	14	feature	feature	NOUN
fcis-3162	77	15	values	value	NOUN
fcis-3162	77	16	from	from	ADP
fcis-3162	77	17	software	software	NOUN
fcis-3162	77	18	code	code	NOUN
fcis-3162	77	19	to	to	PART
fcis-3162	77	20	identify	identify	VERB
fcis-3162	77	21	whether	whether	SCONJ
fcis-3162	77	22	it	it	PRON
fcis-3162	77	23	has	have	AUX
fcis-3162	77	24	been	be	AUX
fcis-3162	77	25	attacked	attack	VERB
fcis-3162	77	26	,	,	PUNCT
fcis-3162	77	27	analyze	analyze	VERB
fcis-3162	77	28	it	it	PRON
fcis-3162	77	29	by	by	ADP
fcis-3162	77	30	observing	observe	VERB
fcis-3162	77	31	the	the	DET
fcis-3162	77	32	running	run	VERB
fcis-3162	77	33	behavior	behavior	NOUN
fcis-3162	77	34	of	of	ADP
fcis-3162	77	35	the	the	DET
fcis-3162	77	36	software	software	NOUN
fcis-3162	77	37	,	,	PUNCT
fcis-3162	77	38	or	or	CCONJ
fcis-3162	77	39	combine	combine	VERB
fcis-3162	77	40	these	these	DET
fcis-3162	77	41	methods	method	NOUN
fcis-3162	77	42	.	.	PUNCT
fcis-3162	78	1	asam	asam	PROPN
fcis-3162	78	2	et	et	PROPN
fcis-3162	78	3	al	al	PROPN
fcis-3162	78	4	.	.	PROPN
fcis-3162	79	1	discuss	discuss	VERB
fcis-3162	79	2	a	a	DET
fcis-3162	79	3	deep	deep	ADJ
fcis-3162	79	4	learning	learning	NOUN
fcis-3162	79	5	detection	detection	NOUN
fcis-3162	79	6	framework	framework	NOUN
fcis-3162	79	7	(	(	PUNCT
fcis-3162	79	8	imda	imda	PROPN
fcis-3162	79	9	)	)	PUNCT
fcis-3162	79	10	that	that	PRON
fcis-3162	79	11	combines	combine	VERB
fcis-3162	79	12	three	three	NUM
fcis-3162	79	13	features	feature	NOUN
fcis-3162	79	14	of	of	ADP
fcis-3162	79	15	deep	deep	ADJ
fcis-3162	79	16	learning	learning	NOUN
fcis-3162	79	17	by	by	ADP
fcis-3162	79	18	using	use	VERB
fcis-3162	79	19	the	the	DET
fcis-3162	79	20	stm	stm	NOUN
fcis-3162	79	21	smoothing	smoothing	NOUN
fcis-3162	79	22	operation	operation	NOUN
fcis-3162	79	23	of	of	ADP
fcis-3162	79	24	multi	multi	ADJ
fcis-3162	79	25	-	-	ADJ
fcis-3162	79	26	path	path	ADJ
fcis-3162	79	27	dilation	dilation	NOUN
fcis-3162	79	28	convolution	convolution	NOUN
fcis-3162	79	29	to	to	PART
fcis-3162	79	30	identify	identify	VERB
fcis-3162	79	31	the	the	DET
fcis-3162	79	32	full	full	ADJ
fcis-3162	79	33	structure	structure	NOUN
fcis-3162	79	34	of	of	ADP
fcis-3162	79	35	the	the	DET
fcis-3162	79	36	attacking	attack	VERB
fcis-3162	79	37	malware	malware	NOUN
fcis-3162	79	38	,	,	PUNCT
fcis-3162	79	39	presenting	present	VERB
fcis-3162	79	40	a	a	DET
fcis-3162	79	41	form	form	NOUN
fcis-3162	79	42	of	of	ADP
fcis-3162	79	43	malware	malware	NOUN
fcis-3162	79	44	discrimination	discrimination	NOUN
fcis-3162	79	45	with	with	ADP
fcis-3162	79	46	an	an	DET
fcis-3162	79	47	accuracy	accuracy	NOUN
fcis-3162	79	48	of	of	ADP
fcis-3162	79	49	over	over	ADP
fcis-3162	79	50	ninety	ninety	NUM
fcis-3162	79	51	-	-	PUNCT
fcis-3162	79	52	seven	seven	NUM
fcis-3162	79	53	percent	percent	NOUN
fcis-3162	79	54	.	.	PUNCT
fcis-3162	80	1	nawaz	nawaz	PROPN
fcis-3162	80	2	et	et	PROPN
fcis-3162	80	3	al	al	PROPN
fcis-3162	80	4	.	.	PUNCT
fcis-3162	81	1	propose	propose	VERB
fcis-3162	81	2	a	a	DET
fcis-3162	81	3	malware	malware	NOUN
fcis-3162	81	4	detection	detection	NOUN
fcis-3162	81	5	method	method	NOUN
fcis-3162	81	6	based	base	VERB
fcis-3162	81	7	on	on	ADP
fcis-3162	81	8	a	a	DET
fcis-3162	81	9	convolutional	convolutional	ADJ
fcis-3162	81	10	neural	neural	ADJ
fcis-3162	81	11	network	network	NOUN
fcis-3162	81	12	that	that	PRON
fcis-3162	81	13	effectively	effectively	ADV
fcis-3162	81	14	finds	find	VERB
fcis-3162	81	15	malware	malware	NOUN
fcis-3162	81	16	and	and	CCONJ
fcis-3162	81	17	its	its	PRON
fcis-3162	81	18	variants	variant	NOUN
fcis-3162	81	19	using	use	VERB
fcis-3162	81	20	pretrained	pretraine	VERB
fcis-3162	81	21	deep	deep	ADJ
fcis-3162	81	22	learning	learning	NOUN
fcis-3162	81	23	models	model	NOUN
fcis-3162	81	24	.	.	PUNCT
fcis-3162	82	1	4.2.2	4.2.2	X
fcis-3162	82	2	.	.	PUNCT
fcis-3162	83	1	defending	defend	VERB
fcis-3162	83	2	against	against	ADP
fcis-3162	83	3	cyberattacks	cyberattack	NOUN
fcis-3162	83	4	with	with	ADP
fcis-3162	83	5	the	the	DET
fcis-3162	83	6	continued	continue	VERB
fcis-3162	83	7	development	development	NOUN
fcis-3162	83	8	of	of	ADP
fcis-3162	83	9	iot	iot	NOUN
fcis-3162	83	10	,	,	PUNCT
fcis-3162	83	11	the	the	DET
fcis-3162	83	12	corresponding	corresponding	ADJ
fcis-3162	83	13	network	network	NOUN
fcis-3162	83	14	has	have	AUX
fcis-3162	83	15	become	become	VERB
fcis-3162	83	16	huge	huge	ADJ
fcis-3162	83	17	and	and	CCONJ
fcis-3162	83	18	complex	complex	ADJ
fcis-3162	83	19	.	.	PUNCT
fcis-3162	84	1	network	network	NOUN
fcis-3162	84	2	transmission	transmission	NOUN
fcis-3162	84	3	,	,	PUNCT
fcis-3162	84	4	as	as	SCONJ
fcis-3162	84	5	the	the	DET
fcis-3162	84	6	core	core	NOUN
fcis-3162	84	7	of	of	ADP
fcis-3162	84	8	iot	iot	PROPN
fcis-3162	84	9	interaction	interaction	NOUN
fcis-3162	84	10	,	,	PUNCT
fcis-3162	84	11	faces	face	VERB
fcis-3162	84	12	the	the	DET
fcis-3162	84	13	difficulties	difficulty	NOUN
fcis-3162	84	14	of	of	ADP
fcis-3162	84	15	long	long	ADJ
fcis-3162	84	16	concealment	concealment	ADJ
fcis-3162	84	17	time	time	NOUN
fcis-3162	84	18	,	,	PUNCT
fcis-3162	84	19	fast	fast	ADJ
fcis-3162	84	20	transmissibility	transmissibility	NOUN
fcis-3162	84	21	,	,	PUNCT
fcis-3162	84	22	and	and	CCONJ
fcis-3162	84	23	high	high	ADJ
fcis-3162	84	24	destructive	destructive	ADJ
fcis-3162	84	25	power	power	NOUN
fcis-3162	84	26	,	,	PUNCT
fcis-3162	84	27	among	among	ADP
fcis-3162	84	28	other	other	ADJ
fcis-3162	84	29	issues	issue	NOUN
fcis-3162	84	30	that	that	PRON
fcis-3162	84	31	can	can	AUX
fcis-3162	84	32	lead	lead	VERB
fcis-3162	84	33	to	to	ADP
fcis-3162	84	34	severe	severe	ADJ
fcis-3162	84	35	network	network	NOUN
fcis-3162	84	36	attacks	attack	NOUN
fcis-3162	84	37	.	.	PUNCT
fcis-3162	85	1	ren	ren	NOUN
fcis-3162	85	2	et	et	PROPN
fcis-3162	85	3	al	al	PROPN
fcis-3162	85	4	.	.	PROPN
fcis-3162	85	5	introduce	introduce	VERB
fcis-3162	85	6	a	a	DET
fcis-3162	85	7	network	network	NOUN
fcis-3162	85	8	intrusion	intrusion	NOUN
fcis-3162	85	9	monitoring	monitoring	NOUN
fcis-3162	85	10	model	model	NOUN
fcis-3162	85	11	based	base	VERB
fcis-3162	85	12	on	on	ADP
fcis-3162	85	13	deep	deep	ADJ
fcis-3162	85	14	reinforcement	reinforcement	NOUN
fcis-3162	85	15	learning	learning	NOUN
fcis-3162	85	16	(	(	PUNCT
fcis-3162	85	17	id	id	NOUN
fcis-3162	85	18	-	-	NOUN
fcis-3162	85	19	rdrl	rdrl	NOUN
fcis-3162	85	20	)	)	PUNCT
fcis-3162	85	21	that	that	PRON
fcis-3162	85	22	combines	combine	VERB
fcis-3162	85	23	deep	deep	ADJ
fcis-3162	85	24	reinforcement	reinforcement	NOUN
fcis-3162	85	25	learning	learning	NOUN
fcis-3162	85	26	features	feature	NOUN
fcis-3162	85	27	and	and	CCONJ
fcis-3162	85	28	removes	remove	VERB
fcis-3162	85	29	eighty	eighty	NUM
fcis-3162	85	30	percent	percent	NOUN
fcis-3162	85	31	of	of	ADP
fcis-3162	85	32	the	the	DET
fcis-3162	85	33	redundant	redundant	ADJ
fcis-3162	85	34	features	feature	NOUN
fcis-3162	85	35	to	to	PART
fcis-3162	85	36	identify	identify	VERB
fcis-3162	85	37	network	network	NOUN
fcis-3162	85	38	attacks	attack	NOUN
fcis-3162	85	39	in	in	ADP
fcis-3162	85	40	complex	complex	ADJ
fcis-3162	85	41	network	network	NOUN
fcis-3162	85	42	environments	environment	NOUN
fcis-3162	85	43	.	.	PUNCT
fcis-3162	86	1	however	however	ADV
fcis-3162	86	2	,	,	PUNCT
fcis-3162	86	3	identification	identification	NOUN
fcis-3162	86	4	difficulties	difficulty	NOUN
fcis-3162	86	5	occur	occur	VERB
fcis-3162	86	6	82	82	NUM
fcis-3162	86	7	when	when	SCONJ
fcis-3162	86	8	network	network	NOUN
fcis-3162	86	9	attacks	attack	NOUN
fcis-3162	86	10	overlap	overlap	VERB
fcis-3162	86	11	with	with	ADP
fcis-3162	86	12	normal	normal	ADJ
fcis-3162	86	13	network	network	NOUN
fcis-3162	86	14	traffic	traffic	NOUN
fcis-3162	86	15	.	.	PUNCT
fcis-3162	87	1	vijayakumar	vijayakumar	NOUN
fcis-3162	87	2	et	et	PROPN
fcis-3162	87	3	al	al	PROPN
fcis-3162	87	4	.	.	PROPN
fcis-3162	87	5	analyze	analyze	VERB
fcis-3162	87	6	problematic	problematic	ADJ
fcis-3162	87	7	and	and	CCONJ
fcis-3162	87	8	normal	normal	ADJ
fcis-3162	87	9	network	network	NOUN
fcis-3162	87	10	ids	id	NOUN
fcis-3162	87	11	using	use	VERB
fcis-3162	87	12	convolutional	convolutional	ADJ
fcis-3162	87	13	neural	neural	ADJ
fcis-3162	87	14	network	network	NOUN
fcis-3162	87	15	modeling	modeling	NOUN
fcis-3162	87	16	and	and	CCONJ
fcis-3162	87	17	a	a	DET
fcis-3162	87	18	hybrid	hybrid	ADJ
fcis-3162	87	19	hyperparameter	hyperparameter	NOUN
fcis-3162	87	20	approach	approach	NOUN
fcis-3162	87	21	;	;	PUNCT
fcis-3162	87	22	their	their	PRON
fcis-3162	87	23	model	model	NOUN
fcis-3162	87	24	is	be	AUX
fcis-3162	87	25	more	more	ADV
fcis-3162	87	26	efficient	efficient	ADJ
fcis-3162	87	27	than	than	ADP
fcis-3162	87	28	traditional	traditional	ADJ
fcis-3162	87	29	machine	machine	NOUN
fcis-3162	87	30	learning	learning	NOUN
fcis-3162	87	31	,	,	PUNCT
fcis-3162	87	32	but	but	CCONJ
fcis-3162	87	33	the	the	DET
fcis-3162	87	34	identification	identification	NOUN
fcis-3162	87	35	capability	capability	NOUN
fcis-3162	87	36	needs	need	VERB
fcis-3162	87	37	to	to	PART
fcis-3162	87	38	be	be	AUX
fcis-3162	87	39	improved	improve	VERB
fcis-3162	87	40	to	to	PART
fcis-3162	87	41	detect	detect	VERB
fcis-3162	87	42	new	new	ADJ
fcis-3162	87	43	intrusion	intrusion	NOUN
fcis-3162	87	44	methods	method	NOUN
fcis-3162	87	45	.	.	PUNCT
fcis-3162	88	1	5	5	X
fcis-3162	88	2	.	.	X
fcis-3162	88	3	conclusion	conclusion	NOUN
fcis-3162	88	4	this	this	DET
fcis-3162	88	5	paper	paper	NOUN
fcis-3162	88	6	describes	describe	VERB
fcis-3162	88	7	the	the	DET
fcis-3162	88	8	background	background	NOUN
fcis-3162	88	9	and	and	CCONJ
fcis-3162	88	10	applications	application	NOUN
fcis-3162	88	11	of	of	ADP
fcis-3162	88	12	the	the	DET
fcis-3162	88	13	internet	internet	NOUN
fcis-3162	88	14	of	of	ADP
fcis-3162	88	15	things	thing	NOUN
fcis-3162	88	16	and	and	CCONJ
fcis-3162	88	17	summarizes	summarize	VERB
fcis-3162	88	18	various	various	ADJ
fcis-3162	88	19	security	security	NOUN
fcis-3162	88	20	issues	issue	NOUN
fcis-3162	88	21	that	that	PRON
fcis-3162	88	22	have	have	AUX
fcis-3162	88	23	become	become	VERB
fcis-3162	88	24	increasingly	increasingly	ADV
fcis-3162	88	25	complex	complex	ADJ
fcis-3162	88	26	and	and	CCONJ
fcis-3162	88	27	difficult	difficult	ADJ
fcis-3162	88	28	to	to	PART
fcis-3162	88	29	detect	detect	VERB
fcis-3162	88	30	following	follow	VERB
fcis-3162	88	31	the	the	DET
fcis-3162	88	32	continuous	continuous	ADJ
fcis-3162	88	33	development	development	NOUN
fcis-3162	88	34	of	of	ADP
fcis-3162	88	35	iot	iot	NOUN
fcis-3162	88	36	.	.	PUNCT
fcis-3162	89	1	a	a	DET
fcis-3162	89	2	solution	solution	NOUN
fcis-3162	89	3	for	for	ADP
fcis-3162	89	4	iot	iot	ADJ
fcis-3162	89	5	security	security	NOUN
fcis-3162	89	6	based	base	VERB
fcis-3162	89	7	on	on	ADP
fcis-3162	89	8	blockchain	blockchain	PROPN
fcis-3162	89	9	and	and	CCONJ
fcis-3162	89	10	artificial	artificial	ADJ
fcis-3162	89	11	intelligence	intelligence	NOUN
fcis-3162	89	12	is	be	AUX
fcis-3162	89	13	introduced	introduce	VERB
fcis-3162	89	14	.	.	PUNCT
fcis-3162	90	1	the	the	DET
fcis-3162	90	2	security	security	NOUN
fcis-3162	90	3	features	feature	NOUN
fcis-3162	90	4	of	of	ADP
fcis-3162	90	5	blockchain	blockchain	NOUN
fcis-3162	90	6	,	,	PUNCT
fcis-3162	90	7	such	such	ADJ
fcis-3162	90	8	as	as	ADP
fcis-3162	90	9	its	its	PRON
fcis-3162	90	10	resistance	resistance	NOUN
fcis-3162	90	11	to	to	ADP
fcis-3162	90	12	tampering	tampering	NOUN
fcis-3162	90	13	,	,	PUNCT
fcis-3162	90	14	its	its	PRON
fcis-3162	90	15	traceability	traceability	NOUN
fcis-3162	90	16	,	,	PUNCT
fcis-3162	90	17	and	and	CCONJ
fcis-3162	90	18	its	its	PRON
fcis-3162	90	19	anonymity	anonymity	NOUN
fcis-3162	90	20	are	be	AUX
fcis-3162	90	21	all	all	PRON
fcis-3162	90	22	utilized	utilize	VERB
fcis-3162	90	23	to	to	PART
fcis-3162	90	24	provide	provide	VERB
fcis-3162	90	25	a	a	DET
fcis-3162	90	26	guarantee	guarantee	NOUN
fcis-3162	90	27	for	for	ADP
fcis-3162	90	28	iot	iot	PROPN
fcis-3162	90	29	data	datum	NOUN
fcis-3162	90	30	security	security	NOUN
fcis-3162	90	31	and	and	CCONJ
fcis-3162	90	32	safe	safe	ADJ
fcis-3162	90	33	information	information	NOUN
fcis-3162	90	34	transmission	transmission	NOUN
fcis-3162	90	35	.	.	PUNCT
fcis-3162	91	1	combined	combine	VERB
fcis-3162	91	2	with	with	ADP
fcis-3162	91	3	the	the	DET
fcis-3162	91	4	advantages	advantage	NOUN
fcis-3162	91	5	of	of	ADP
fcis-3162	91	6	artificial	artificial	ADJ
fcis-3162	91	7	intelligence	intelligence	NOUN
fcis-3162	91	8	in	in	ADP
fcis-3162	91	9	multi	multi	ADJ
fcis-3162	91	10	-	-	ADJ
fcis-3162	91	11	dimensional	dimensional	ADJ
fcis-3162	91	12	data	datum	NOUN
fcis-3162	91	13	analysis	analysis	NOUN
fcis-3162	91	14	and	and	CCONJ
fcis-3162	91	15	detection	detection	NOUN
fcis-3162	91	16	,	,	PUNCT
fcis-3162	91	17	this	this	DET
fcis-3162	91	18	security	security	NOUN
fcis-3162	91	19	solution	solution	NOUN
fcis-3162	91	20	screens	screen	NOUN
fcis-3162	91	21	and	and	CCONJ
fcis-3162	91	22	defends	defend	VERB
fcis-3162	91	23	against	against	ADP
fcis-3162	91	24	potential	potential	ADJ
fcis-3162	91	25	vulnerabilities	vulnerability	NOUN
fcis-3162	91	26	.	.	PUNCT
fcis-3162	92	1	to	to	ADP
fcis-3162	92	2	a	a	DET
fcis-3162	92	3	certain	certain	ADJ
fcis-3162	92	4	extent	extent	NOUN
fcis-3162	92	5	,	,	PUNCT
fcis-3162	92	6	the	the	DET
fcis-3162	92	7	security	security	NOUN
fcis-3162	92	8	of	of	ADP
fcis-3162	92	9	iot	iot	NOUN
fcis-3162	92	10	is	be	AUX
fcis-3162	92	11	improved	improve	VERB
fcis-3162	92	12	by	by	ADP
fcis-3162	92	13	using	use	VERB
fcis-3162	92	14	this	this	DET
fcis-3162	92	15	approach	approach	NOUN
fcis-3162	92	16	.	.	PUNCT
fcis-3162	93	1	research	research	NOUN
fcis-3162	93	2	on	on	ADP
fcis-3162	93	3	artificial	artificial	ADJ
fcis-3162	93	4	intelligence	intelligence	NOUN
fcis-3162	93	5	and	and	CCONJ
fcis-3162	93	6	blockchain	blockchain	PROPN
fcis-3162	93	7	in	in	ADP
fcis-3162	93	8	the	the	DET
fcis-3162	93	9	field	field	NOUN
fcis-3162	93	10	of	of	ADP
fcis-3162	93	11	iot	iot	NOUN
fcis-3162	93	12	is	be	AUX
fcis-3162	93	13	still	still	ADV
fcis-3162	93	14	in	in	ADP
fcis-3162	93	15	its	its	PRON
fcis-3162	93	16	preliminary	preliminary	ADJ
fcis-3162	93	17	stage	stage	NOUN
fcis-3162	93	18	,	,	PUNCT
fcis-3162	93	19	but	but	CCONJ
fcis-3162	93	20	the	the	DET
fcis-3162	93	21	future	future	ADJ
fcis-3162	93	22	combination	combination	NOUN
fcis-3162	93	23	of	of	ADP
fcis-3162	93	24	reliable	reliable	ADJ
fcis-3162	93	25	algorithms	algorithm	NOUN
fcis-3162	93	26	and	and	CCONJ
fcis-3162	93	27	efficient	efficient	ADJ
fcis-3162	93	28	and	and	CCONJ
fcis-3162	93	29	stable	stable	ADJ
fcis-3162	93	30	blockchain	blockchain	NOUN
fcis-3162	93	31	encryption	encryption	NOUN
fcis-3162	93	32	can	can	AUX
fcis-3162	93	33	better	well	ADV
fcis-3162	93	34	serve	serve	VERB
fcis-3162	93	35	the	the	DET
fcis-3162	93	36	security	security	NOUN
fcis-3162	93	37	needs	need	NOUN
fcis-3162	93	38	of	of	ADP
fcis-3162	93	39	iot	iot	NOUN
fcis-3162	93	40	.	.	PUNCT
fcis-3162	94	1	references	reference	NOUN
fcis-3162	94	2	[	[	X
fcis-3162	94	3	1	1	NUM
fcis-3162	94	4	]	]	PUNCT
fcis-3162	94	5	vailshery	vailshery	NOUN
fcis-3162	94	6	,	,	PUNCT
fcis-3162	94	7	l.	l.	PROPN
fcis-3162	94	8	s.	s.	PROPN
fcis-3162	94	9	(	(	PUNCT
fcis-3162	94	10	2022	2022	NUM
fcis-3162	94	11	,	,	PUNCT
fcis-3162	94	12	aug	aug	PROPN
fcis-3162	94	13	.	.	PROPN
fcis-3162	94	14	22	22	NUM
fcis-3162	94	15	)	)	PUNCT
fcis-3162	94	16	.	.	PUNCT
fcis-3162	95	1	number	number	NOUN
fcis-3162	95	2	of	of	ADP
fcis-3162	95	3	internet	internet	NOUN
fcis-3162	95	4	of	of	ADP
fcis-3162	95	5	things	thing	NOUN
fcis-3162	95	6	(	(	PUNCT
fcis-3162	95	7	iot	iot	NOUN
fcis-3162	95	8	)	)	PUNCT
fcis-3162	95	9	connected	connected	ADJ
fcis-3162	95	10	devices	device	NOUN
fcis-3162	95	11	worldwide	worldwide	ADV
fcis-3162	95	12	from	from	ADP
fcis-3162	95	13	2019	2019	NUM
fcis-3162	95	14	to	to	ADP
fcis-3162	95	15	2021	2021	NUM
fcis-3162	95	16	,	,	PUNCT
fcis-3162	95	17	with	with	ADP
fcis-3162	95	18	forecasts	forecast	NOUN
fcis-3162	95	19	from	from	ADP
fcis-3162	95	20	2022	2022	NUM
fcis-3162	95	21	to	to	ADP
fcis-3162	95	22	2030	2030	NUM
fcis-3162	95	23	(	(	PUNCT
fcis-3162	95	24	in	in	ADP
fcis-3162	95	25	billions	billion	NOUN
fcis-3162	95	26	)	)	PUNCT
fcis-3162	96	1	[	[	X
fcis-3162	96	2	graph	graph	NOUN
fcis-3162	96	3	]	]	PUNCT
fcis-3162	96	4	.	.	PUNCT
fcis-3162	97	1	statista	statista	PROPN
fcis-3162	97	2	.	.	PUNCT
fcis-3162	98	1	https://www.statista.com/statistics/1183457/iot-connecteddevices-worldwide/	https://www.statista.com/statistics/1183457/iot-connecteddevices-worldwide/	X
fcis-3162	99	1	[	[	NOUN
fcis-3162	99	2	2	2	NUM
fcis-3162	99	3	]	]	SYM
fcis-3162	99	4	yang	yang	PROPN
fcis-3162	99	5	,	,	PUNCT
fcis-3162	99	6	y.	y.	PROPN
fcis-3162	99	7	,	,	PUNCT
fcis-3162	99	8	zhou	zhou	PROPN
fcis-3162	99	9	,	,	PUNCT
fcis-3162	99	10	w.	w.	PROPN
fcis-3162	99	11	,	,	PUNCT
fcis-3162	99	12	zhao	zhao	PROPN
fcis-3162	99	13	,	,	PUNCT
fcis-3162	99	14	s.	s.	PROPN
fcis-3162	99	15	,	,	PUNCT
fcis-3162	99	16	liu	liu	PROPN
fcis-3162	99	17	,	,	PUNCT
fcis-3162	99	18	c.	c.	PROPN
fcis-3162	99	19	,	,	PUNCT
fcis-3162	99	20	zhang	zhang	PROPN
fcis-3162	99	21	,	,	PUNCT
fcis-3162	99	22	y.	y.	PROPN
fcis-3162	99	23	,	,	PUNCT
fcis-3162	99	24	wang	wang	PROPN
fcis-3162	99	25	,	,	PUNCT
fcis-3162	99	26	h.	h.	PROPN
fcis-3162	99	27	,	,	PUNCT
fcis-3162	99	28	wang	wang	PROPN
fcis-3162	99	29	,	,	PUNCT
fcis-3162	99	30	w.	w.	PROPN
fcis-3162	99	31	,	,	PUNCT
fcis-3162	99	32	&	&	CCONJ
fcis-3162	99	33	zhang	zhang	PROPN
fcis-3162	99	34	,	,	PUNCT
fcis-3162	99	35	y.	y.	PROPN
fcis-3162	99	36	(	(	PUNCT
fcis-3162	99	37	2021	2021	NUM
fcis-3162	99	38	)	)	PUNCT
fcis-3162	99	39	.	.	PUNCT
fcis-3162	100	1	survey	survey	NOUN
fcis-3162	100	2	of	of	ADP
fcis-3162	100	3	iot	iot	ADJ
fcis-3162	100	4	security	security	NOUN
fcis-3162	100	5	research	research	NOUN
fcis-3162	100	6	:	:	PUNCT
fcis-3162	100	7	threats	threat	NOUN
fcis-3162	100	8	,	,	PUNCT
fcis-3162	100	9	detection	detection	NOUN
fcis-3162	100	10	and	and	CCONJ
fcis-3162	100	11	defense	defense	NOUN
fcis-3162	100	12	.	.	PUNCT
fcis-3162	101	1	journal	journal	PROPN
fcis-3162	101	2	on	on	ADP
fcis-3162	101	3	communications	communication	NOUN
fcis-3162	101	4	,	,	PUNCT
fcis-3162	101	5	42(8	42(8	NUM
fcis-3162	101	6	)	)	PUNCT
fcis-3162	101	7	,	,	PUNCT
fcis-3162	101	8	188	188	NUM
fcis-3162	101	9	-	-	SYM
fcis-3162	101	10	205	205	NUM
fcis-3162	101	11	.	.	PUNCT
fcis-3162	102	1	[	[	X
fcis-3162	102	2	3	3	NUM
fcis-3162	102	3	]	]	X
fcis-3162	102	4	gao	gao	PROPN
fcis-3162	102	5	,	,	PUNCT
fcis-3162	102	6	w.	w.	PROPN
fcis-3162	102	7	,	,	PUNCT
fcis-3162	102	8	hatcher	hatcher	PROPN
fcis-3162	102	9	,	,	PUNCT
fcis-3162	102	10	w.	w.	PROPN
fcis-3162	102	11	g.	g.	PROPN
fcis-3162	102	12	,	,	PUNCT
fcis-3162	102	13	&	&	CCONJ
fcis-3162	102	14	yu	yu	PROPN
fcis-3162	102	15	,	,	PUNCT
fcis-3162	102	16	w.	w.	PROPN
fcis-3162	102	17	(	(	PUNCT
fcis-3162	102	18	2018	2018	NUM
fcis-3162	102	19	)	)	PUNCT
fcis-3162	102	20	.	.	PUNCT
fcis-3162	103	1	a	a	DET
fcis-3162	103	2	survey	survey	NOUN
fcis-3162	103	3	of	of	ADP
fcis-3162	103	4	blockchain	blockchain	PROPN
fcis-3162	103	5	:	:	PUNCT
fcis-3162	103	6	techniques	technique	NOUN
fcis-3162	103	7	,	,	PUNCT
fcis-3162	103	8	applications	application	NOUN
fcis-3162	103	9	,	,	PUNCT
fcis-3162	103	10	and	and	CCONJ
fcis-3162	103	11	challenges	challenge	NOUN
fcis-3162	103	12	.	.	PUNCT
fcis-3162	104	1	2018	2018	NUM
fcis-3162	104	2	27th	27th	ADJ
fcis-3162	104	3	international	international	ADJ
fcis-3162	104	4	conference	conference	NOUN
fcis-3162	104	5	on	on	ADP
fcis-3162	104	6	computer	computer	NOUN
fcis-3162	104	7	communication	communication	NOUN
fcis-3162	104	8	and	and	CCONJ
fcis-3162	104	9	networks	network	NOUN
fcis-3162	104	10	(	(	PUNCT
fcis-3162	104	11	icccn	icccn	ADJ
fcis-3162	104	12	)	)	PUNCT
fcis-3162	104	13	,	,	PUNCT
fcis-3162	104	14	1	1	NUM
fcis-3162	104	15	-	-	SYM
fcis-3162	104	16	11	11	NUM
fcis-3162	104	17	.	.	PUNCT
fcis-3162	105	1	[	[	X
fcis-3162	105	2	4	4	NUM
fcis-3162	105	3	]	]	X
fcis-3162	105	4	wang	wang	PROPN
fcis-3162	105	5	,	,	PUNCT
fcis-3162	105	6	r.	r.	PROPN
fcis-3162	105	7	,	,	PUNCT
fcis-3162	105	8	tang	tang	PROPN
fcis-3162	105	9	,	,	PUNCT
fcis-3162	105	10	y.	y.	PROPN
fcis-3162	105	11	,	,	PUNCT
fcis-3162	105	12	pei	pei	PROPN
fcis-3162	105	13	,	,	PUNCT
fcis-3162	105	14	x.	x.	PROPN
fcis-3162	105	15	,	,	PUNCT
fcis-3162	105	16	&	&	CCONJ
fcis-3162	105	17	guo	guo	PROPN
fcis-3162	105	18	,	,	PUNCT
fcis-3162	105	19	s.	s.	PROPN
fcis-3162	105	20	(	(	PUNCT
fcis-3162	105	21	2021	2021	NUM
fcis-3162	105	22	)	)	PUNCT
fcis-3162	105	23	.	.	PUNCT
fcis-3162	106	1	block	block	NOUN
fcis-3162	106	2	-	-	PUNCT
fcis-3162	106	3	chain	chain	NOUN
fcis-3162	106	4	privacy	privacy	NOUN
fcis-3162	106	5	protection	protection	NOUN
fcis-3162	106	6	scheme	scheme	NOUN
fcis-3162	106	7	based	base	VERB
fcis-3162	106	8	on	on	ADP
fcis-3162	106	9	lightweight	lightweight	ADJ
fcis-3162	106	10	homomorphic	homomorphic	ADJ
fcis-3162	106	11	encryption	encryption	NOUN
fcis-3162	106	12	and	and	CCONJ
fcis-3162	106	13	zero	zero	NUM
fcis-3162	106	14	-	-	PUNCT
fcis-3162	106	15	knowledge	knowledge	NOUN
fcis-3162	106	16	proof	proof	NOUN
fcis-3162	106	17	.	.	PUNCT
fcis-3162	107	1	computer	computer	NOUN
fcis-3162	107	2	science	science	NOUN
fcis-3162	107	3	,	,	PUNCT
fcis-3162	107	4	48(11a	48(11a	NOUN
fcis-3162	107	5	)	)	PUNCT
fcis-3162	107	6	,	,	PUNCT
fcis-3162	107	7	547	547	NUM
fcis-3162	107	8	-	-	SYM
fcis-3162	107	9	551	551	NUM
fcis-3162	107	10	.	.	PUNCT
fcis-3162	108	1	[	[	X
fcis-3162	108	2	5	5	NUM
fcis-3162	108	3	]	]	X
fcis-3162	108	4	huang	huang	PROPN
fcis-3162	108	5	,	,	PUNCT
fcis-3162	108	6	h.	h.	PROPN
fcis-3162	108	7	,	,	PUNCT
fcis-3162	108	8	kong	kong	PROPN
fcis-3162	108	9	,	,	PUNCT
fcis-3162	108	10	w.	w.	PROPN
fcis-3162	108	11	,	,	PUNCT
fcis-3162	108	12	peng	peng	PROPN
fcis-3162	108	13	,	,	PUNCT
fcis-3162	108	14	x.	x.	PROPN
fcis-3162	108	15	,	,	PUNCT
fcis-3162	108	16	&	&	CCONJ
fcis-3162	108	17	zheng	zheng	PROPN
fcis-3162	108	18	,	,	PUNCT
fcis-3162	108	19	z.	z.	PROPN
fcis-3162	108	20	(	(	PUNCT
fcis-3162	108	21	2022	2022	NUM
fcis-3162	108	22	)	)	PUNCT
fcis-3162	108	23	.	.	PUNCT
fcis-3162	108	24	survey	survey	NOUN
fcis-3162	108	25	on	on	ADP
fcis-3162	108	26	blockchain	blockchain	PROPN
fcis-3162	108	27	sharding	sharding	PROPN
fcis-3162	108	28	technology	technology	PROPN
fcis-3162	108	29	.	.	PUNCT
fcis-3162	109	1	computer	computer	NOUN
fcis-3162	109	2	engineering	engineering	NOUN
fcis-3162	109	3	,	,	PUNCT
fcis-3162	109	4	48(6	48(6	NOUN
fcis-3162	109	5	)	)	PUNCT
fcis-3162	109	6	.	.	PUNCT
fcis-3162	110	1	[	[	X
fcis-3162	110	2	6	6	NUM
fcis-3162	110	3	]	]	SYM
fcis-3162	110	4	wu	wu	PROPN
fcis-3162	110	5	,	,	PUNCT
fcis-3162	110	6	j.	j.	PROPN
fcis-3162	110	7	,	,	PUNCT
fcis-3162	110	8	sie	sie	PROPN
fcis-3162	110	9	,	,	PUNCT
fcis-3162	110	10	m.	m.	NOUN
fcis-3162	110	11	,	,	PUNCT
fcis-3162	110	12	harding	harding	PROPN
fcis-3162	110	13	,	,	PUNCT
fcis-3162	110	14	s.	s.	PROPN
fcis-3162	110	15	a.	a.	PROPN
fcis-3162	110	16	,	,	PUNCT
fcis-3162	110	17	lin	lin	PROPN
fcis-3162	110	18	,	,	PUNCT
fcis-3162	110	19	c.	c.	PROPN
fcis-3162	110	20	l.	l.	PROPN
fcis-3162	110	21	,	,	PUNCT
fcis-3162	110	22	wang	wang	PROPN
fcis-3162	110	23	,	,	PUNCT
fcis-3162	110	24	s.	s.	PROPN
fcis-3162	110	25	,	,	PUNCT
fcis-3162	110	26	&	&	CCONJ
fcis-3162	110	27	liao	liao	PROPN
fcis-3162	110	28	,	,	PUNCT
fcis-3162	110	29	s.	s.	PROPN
fcis-3162	110	30	(	(	PUNCT
fcis-3162	110	31	2021	2021	NUM
fcis-3162	110	32	)	)	PUNCT
fcis-3162	110	33	.	.	PUNCT
fcis-3162	111	1	multi	multi	ADJ
fcis-3162	111	2	-	-	ADJ
fcis-3162	111	3	layer	layer	ADJ
fcis-3162	111	4	aggregate	aggregate	ADJ
fcis-3162	111	5	verification	verification	NOUN
fcis-3162	111	6	for	for	ADP
fcis-3162	111	7	iot	iot	PROPN
fcis-3162	111	8	blockchain	blockchain	PROPN
fcis-3162	111	9	.	.	PUNCT
fcis-3162	112	1	2021	2021	NUM
fcis-3162	112	2	3rd	3rd	ADJ
fcis-3162	112	3	conference	conference	NOUN
fcis-3162	112	4	on	on	ADP
fcis-3162	112	5	blockchain	blockchain	PROPN
fcis-3162	112	6	research	research	PROPN
fcis-3162	112	7	&	&	CCONJ
fcis-3162	112	8	applications	application	NOUN
fcis-3162	112	9	for	for	ADP
fcis-3162	112	10	innovative	innovative	ADJ
fcis-3162	112	11	networks	network	NOUN
fcis-3162	112	12	and	and	CCONJ
fcis-3162	112	13	services	service	NOUN
fcis-3162	112	14	(	(	PUNCT
fcis-3162	112	15	brains	brain	NOUN
fcis-3162	112	16	)	)	PUNCT
fcis-3162	112	17	,	,	PUNCT
fcis-3162	112	18	43	43	NUM
fcis-3162	112	19	-	-	SYM
fcis-3162	112	20	44	44	NUM
fcis-3162	112	21	.	.	PUNCT
fcis-3162	113	1	[	[	X
fcis-3162	113	2	7	7	NUM
fcis-3162	113	3	]	]	PUNCT
fcis-3162	113	4	javaid	javaid	NOUN
fcis-3162	113	5	,	,	PUNCT
fcis-3162	113	6	u.	u.	PROPN
fcis-3162	113	7	,	,	PUNCT
fcis-3162	113	8	siang	siang	PROPN
fcis-3162	113	9	,	,	PUNCT
fcis-3162	113	10	a.	a.	PROPN
fcis-3162	113	11	k.	k.	PROPN
fcis-3162	113	12	,	,	PUNCT
fcis-3162	113	13	aman	aman	PROPN
fcis-3162	113	14	,	,	PUNCT
fcis-3162	113	15	m.	m.	NOUN
fcis-3162	113	16	n.	n.	PROPN
fcis-3162	113	17	,	,	PUNCT
fcis-3162	113	18	&	&	CCONJ
fcis-3162	113	19	sikdar	sikdar	PROPN
fcis-3162	113	20	,	,	PUNCT
fcis-3162	113	21	b.	b.	PROPN
fcis-3162	113	22	(	(	PUNCT
fcis-3162	113	23	2018	2018	NUM
fcis-3162	113	24	,	,	PUNCT
fcis-3162	113	25	june	june	PROPN
fcis-3162	113	26	1	1	NUM
fcis-3162	113	27	)	)	PUNCT
fcis-3162	113	28	.	.	PUNCT
fcis-3162	114	1	mitigating	mitigate	VERB
fcis-3162	114	2	lot	lot	NOUN
fcis-3162	114	3	device	device	NOUN
fcis-3162	114	4	based	base	VERB
fcis-3162	114	5	ddos	ddo	NOUN
fcis-3162	114	6	attacks	attack	NOUN
fcis-3162	114	7	using	use	VERB
fcis-3162	114	8	blockchain	blockchain	PROPN
fcis-3162	114	9	.	.	PUNCT
fcis-3162	115	1	cryblock’18	cryblock’18	PROPN
fcis-3162	115	2	:	:	PUNCT
fcis-3162	116	1	proceedings	proceeding	NOUN
fcis-3162	116	2	of	of	ADP
fcis-3162	116	3	the	the	DET
fcis-3162	116	4	1st	1st	ADJ
fcis-3162	116	5	workshop	workshop	NOUN
fcis-3162	116	6	on	on	ADP
fcis-3162	116	7	cryptocurrencies	cryptocurrencie	NOUN
fcis-3162	116	8	and	and	CCONJ
fcis-3162	116	9	blockchains	blockchain	NOUN
fcis-3162	116	10	for	for	ADP
fcis-3162	116	11	distributed	distribute	VERB
fcis-3162	116	12	systems	system	NOUN
fcis-3162	116	13	,	,	PUNCT
fcis-3162	116	14	7176	7176	NUM
fcis-3162	116	15	.	.	PUNCT
fcis-3162	117	1	[	[	X
fcis-3162	117	2	8	8	NUM
fcis-3162	117	3	]	]	X
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fcis-3162	117	5	,	,	PUNCT
fcis-3162	117	6	j.	j.	PROPN
fcis-3162	117	7	,	,	PUNCT
fcis-3162	117	8	nang	nang	PROPN
fcis-3162	117	9	,	,	PUNCT
fcis-3162	117	10	j.	j.	PROPN
fcis-3162	117	11	,	,	PUNCT
fcis-3162	117	12	&	&	CCONJ
fcis-3162	117	13	jang	jang	PROPN
fcis-3162	117	14	,	,	PUNCT
fcis-3162	117	15	j.	j.	PROPN
fcis-3162	117	16	(	(	PUNCT
fcis-3162	117	17	2018	2018	NUM
fcis-3162	117	18	)	)	PUNCT
fcis-3162	117	19	.	.	PUNCT
fcis-3162	118	1	design	design	NOUN
fcis-3162	118	2	of	of	ADP
fcis-3162	118	3	anomaly	anomaly	NOUN
fcis-3162	118	4	detection	detection	NOUN
fcis-3162	118	5	and	and	CCONJ
fcis-3162	118	6	visualization	visualization	NOUN
fcis-3162	118	7	tool	tool	NOUN
fcis-3162	118	8	for	for	ADP
fcis-3162	118	9	iot	iot	PROPN
fcis-3162	118	10	blockchain	blockchain	PROPN
fcis-3162	118	11	.	.	PROPN
fcis-3162	119	1	2018	2018	NUM
fcis-3162	119	2	international	international	ADJ
fcis-3162	119	3	conference	conference	NOUN
fcis-3162	119	4	on	on	ADP
fcis-3162	119	5	computational	computational	ADJ
fcis-3162	119	6	science	science	NOUN
fcis-3162	119	7	and	and	CCONJ
fcis-3162	119	8	computational	computational	ADJ
fcis-3162	119	9	intelligence	intelligence	NOUN
fcis-3162	119	10	(	(	PUNCT
fcis-3162	119	11	csci	csci	NOUN
fcis-3162	119	12	)	)	PUNCT
fcis-3162	119	13	,	,	PUNCT
fcis-3162	119	14	1464	1464	NUM
fcis-3162	119	15	-	-	SYM
fcis-3162	119	16	1465	1465	NUM
fcis-3162	119	17	.	.	PUNCT
fcis-3162	120	1	[	[	X
fcis-3162	120	2	9	9	NUM
fcis-3162	120	3	]	]	SYM
fcis-3162	120	4	vishwakarma	vishwakarma	PROPN
fcis-3162	120	5	,	,	PUNCT
fcis-3162	120	6	l.	l.	PROPN
fcis-3162	120	7	,	,	PUNCT
fcis-3162	120	8	&	&	CCONJ
fcis-3162	120	9	das	das	PROPN
fcis-3162	120	10	,	,	PUNCT
fcis-3162	120	11	d.	d.	PROPN
fcis-3162	120	12	(	(	PUNCT
fcis-3162	120	13	2020	2020	NUM
fcis-3162	120	14	)	)	PUNCT
fcis-3162	120	15	.	.	PUNCT
fcis-3162	121	1	bss	bss	PROPN
fcis-3162	121	2	:	:	PUNCT
fcis-3162	122	1	blockchain	blockchain	PROPN
fcis-3162	122	2	enabled	enable	VERB
fcis-3162	122	3	security	security	NOUN
fcis-3162	122	4	system	system	NOUN
fcis-3162	122	5	for	for	ADP
fcis-3162	122	6	internet	internet	NOUN
fcis-3162	122	7	of	of	ADP
fcis-3162	122	8	things	thing	NOUN
fcis-3162	122	9	applications	application	NOUN
fcis-3162	122	10	.	.	PUNCT
fcis-3162	123	1	2020	2020	NUM
fcis-3162	123	2	ieee	ieee	PROPN
fcis-3162	123	3	19th	19th	ADJ
fcis-3162	123	4	international	international	ADJ
fcis-3162	123	5	symposium	symposium	NOUN
fcis-3162	123	6	on	on	ADP
fcis-3162	123	7	network	network	NOUN
fcis-3162	123	8	computing	computing	NOUN
fcis-3162	123	9	and	and	CCONJ
fcis-3162	123	10	applications	application	NOUN
fcis-3162	123	11	(	(	PUNCT
fcis-3162	123	12	nca	nca	NOUN
fcis-3162	123	13	)	)	PUNCT
fcis-3162	123	14	,	,	PUNCT
fcis-3162	123	15	1	1	NUM
fcis-3162	123	16	-	-	SYM
fcis-3162	123	17	4	4	NUM
fcis-3162	123	18	.	.	PUNCT
fcis-3162	124	1	[	[	X
fcis-3162	124	2	10	10	NUM
fcis-3162	124	3	]	]	X
fcis-3162	124	4	kim	kim	PROPN
fcis-3162	124	5	,	,	PUNCT
fcis-3162	124	6	j.	j.	PROPN
fcis-3162	124	7	n.	n.	PROPN
fcis-3162	124	8	,	,	PUNCT
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fcis-3162	124	10	,	,	PUNCT
fcis-3162	124	11	y.	y.	PROPN
fcis-3162	124	12	s.	s.	PROPN
fcis-3162	124	13	,	,	PUNCT
fcis-3162	124	14	&	&	CCONJ
fcis-3162	124	15	han	han	PROPN
fcis-3162	124	16	,	,	PUNCT
fcis-3162	124	17	j.-h	j.-h	PROPN
fcis-3162	124	18	.	.	PUNCT
fcis-3162	124	19	(	(	PUNCT
fcis-3162	124	20	2015	2015	NUM
fcis-3162	124	21	)	)	PUNCT
fcis-3162	124	22	.	.	PUNCT
fcis-3162	125	1	security	security	NOUN
fcis-3162	125	2	considerations	consideration	NOUN
fcis-3162	125	3	for	for	ADP
fcis-3162	125	4	secure	secure	ADJ
fcis-3162	125	5	and	and	CCONJ
fcis-3162	125	6	trustworthy	trustworthy	ADJ
fcis-3162	125	7	smart	smart	ADJ
fcis-3162	125	8	home	home	NOUN
fcis-3162	125	9	system	system	NOUN
fcis-3162	125	10	in	in	ADP
fcis-3162	125	11	the	the	DET
fcis-3162	125	12	iot	iot	PROPN
fcis-3162	125	13	environment	environment	NOUN
fcis-3162	125	14	.	.	PUNCT
fcis-3162	126	1	2015	2015	NUM
fcis-3162	126	2	international	international	ADJ
fcis-3162	126	3	conference	conference	NOUN
fcis-3162	126	4	on	on	ADP
fcis-3162	126	5	information	information	NOUN
fcis-3162	126	6	and	and	CCONJ
fcis-3162	126	7	communication	communication	NOUN
fcis-3162	126	8	technology	technology	NOUN
fcis-3162	126	9	convergence	convergence	NOUN
fcis-3162	126	10	(	(	PUNCT
fcis-3162	126	11	ictc	ictc	NOUN
fcis-3162	126	12	)	)	PUNCT
fcis-3162	126	13	,	,	PUNCT
fcis-3162	126	14	1116	1116	NUM
fcis-3162	126	15	-	-	SYM
fcis-3162	126	16	1118	1118	NUM
fcis-3162	126	17	.	.	PUNCT
fcis-3162	127	1	[	[	X
fcis-3162	127	2	11	11	NUM
fcis-3162	127	3	]	]	SYM
fcis-3162	127	4	xu	xu	PROPN
fcis-3162	127	5	,	,	PUNCT
fcis-3162	127	6	w.	w.	PROPN
fcis-3162	127	7	,	,	PUNCT
fcis-3162	127	8	wu	wu	PROPN
fcis-3162	127	9	,	,	PUNCT
fcis-3162	127	10	l.	l.	PROPN
fcis-3162	127	11	,	,	PUNCT
fcis-3162	127	12	&	&	CCONJ
fcis-3162	127	13	yan	yan	PROPN
fcis-3162	127	14	,	,	PUNCT
fcis-3162	127	15	y.	y.	PROPN
fcis-3162	127	16	(	(	PUNCT
fcis-3162	127	17	2018	2018	NUM
fcis-3162	127	18	)	)	PUNCT
fcis-3162	127	19	.	.	PUNCT
fcis-3162	128	1	privacy	privacy	NOUN
fcis-3162	128	2	-	-	PUNCT
fcis-3162	128	3	preserving	preserve	VERB
fcis-3162	128	4	scheme	scheme	NOUN
fcis-3162	128	5	of	of	ADP
fcis-3162	128	6	electronic	electronic	ADJ
fcis-3162	128	7	health	health	NOUN
fcis-3162	128	8	records	record	NOUN
fcis-3162	128	9	based	base	VERB
fcis-3162	128	10	on	on	ADP
fcis-3162	128	11	blockchain	blockchain	PROPN
fcis-3162	128	12	and	and	CCONJ
fcis-3162	128	13	homomorphic	homomorphic	ADJ
fcis-3162	128	14	encryption	encryption	NOUN
fcis-3162	128	15	.	.	PUNCT
fcis-3162	129	1	computer	computer	NOUN
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fcis-3162	129	5	,	,	PUNCT
fcis-3162	129	6	55(10	55(10	NUM
fcis-3162	129	7	)	)	PUNCT
fcis-3162	129	8	.	.	PUNCT
fcis-3162	130	1	[	[	X
fcis-3162	130	2	12	12	NUM
fcis-3162	130	3	]	]	X
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fcis-3162	130	5	,	,	PUNCT
fcis-3162	130	6	g.	g.	PROPN
fcis-3162	130	7	,	,	PUNCT
fcis-3162	130	8	&	&	CCONJ
fcis-3162	130	9	salakhutdinov	salakhutdinov	PROPN
fcis-3162	130	10	,	,	PUNCT
fcis-3162	130	11	r.	r.	PROPN
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fcis-3162	130	13	2006	2006	NUM
fcis-3162	130	14	)	)	PUNCT
fcis-3162	130	15	.	.	PUNCT
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fcis-3162	131	5	data	datum	NOUN
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fcis-3162	131	8	networks	network	NOUN
fcis-3162	131	9	.	.	PUNCT
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fcis-3162	132	2	,	,	PUNCT
fcis-3162	132	3	313(5786	313(5786	NUM
fcis-3162	132	4	)	)	PUNCT
fcis-3162	132	5	,	,	PUNCT
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fcis-3162	132	7	-	-	SYM
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fcis-3162	132	9	.	.	PUNCT
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fcis-3162	133	2	13	13	NUM
fcis-3162	133	3	]	]	SYM
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fcis-3162	133	5	,	,	PUNCT
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fcis-3162	133	7	,	,	PUNCT
fcis-3162	133	8	bengio	bengio	PROPN
fcis-3162	133	9	,	,	PUNCT
fcis-3162	133	10	y.	y.	PROPN
fcis-3162	133	11	,	,	PUNCT
fcis-3162	133	12	&	&	CCONJ
fcis-3162	133	13	hinton	hinton	PROPN
fcis-3162	133	14	,	,	PUNCT
fcis-3162	133	15	g.	g.	PROPN
fcis-3162	133	16	(	(	PUNCT
fcis-3162	133	17	2015	2015	NUM
fcis-3162	133	18	)	)	PUNCT
fcis-3162	133	19	.	.	PUNCT
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fcis-3162	134	3	.	.	PUNCT
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fcis-3162	135	2	,	,	PUNCT
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fcis-3162	135	4	,	,	PUNCT
fcis-3162	135	5	436	436	NUM
fcis-3162	135	6	-	-	SYM
fcis-3162	135	7	444	444	NUM
fcis-3162	135	8	.	.	PUNCT
fcis-3162	136	1	[	[	X
fcis-3162	136	2	14	14	NUM
fcis-3162	136	3	]	]	X
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fcis-3162	136	5	,	,	PUNCT
fcis-3162	136	6	y.	y.	PROPN
fcis-3162	136	7	,	,	PUNCT
fcis-3162	136	8	dong	dong	PROPN
fcis-3162	136	9	,	,	PUNCT
fcis-3162	136	10	y.	y.	PROPN
fcis-3162	136	11	,	,	PUNCT
fcis-3162	136	12	liu	liu	PROPN
fcis-3162	136	13	,	,	PUNCT
fcis-3162	136	14	c.	c.	PROPN
fcis-3162	136	15	,	,	PUNCT
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fcis-3162	136	17	,	,	PUNCT
fcis-3162	136	18	k.	k.	PROPN
fcis-3162	136	19	,	,	PUNCT
fcis-3162	136	20	&	&	CCONJ
fcis-3162	136	21	sun	sun	PROPN
fcis-3162	136	22	,	,	PUNCT
fcis-3162	136	23	h.	h.	PROPN
fcis-3162	136	24	(	(	PUNCT
fcis-3162	136	25	2018	2018	NUM
fcis-3162	136	26	)	)	PUNCT
fcis-3162	136	27	.	.	PUNCT
fcis-3162	137	1	situation	situation	NOUN
fcis-3162	137	2	,	,	PUNCT
fcis-3162	137	3	trends	trend	NOUN
fcis-3162	137	4	and	and	CCONJ
fcis-3162	137	5	prospects	prospect	NOUN
fcis-3162	137	6	of	of	ADP
fcis-3162	137	7	deep	deep	ADJ
fcis-3162	137	8	learning	learning	NOUN
fcis-3162	137	9	applied	apply	VERB
fcis-3162	137	10	to	to	ADP
fcis-3162	137	11	cyberspace	cyberspace	ADJ
fcis-3162	137	12	security	security	NOUN
fcis-3162	137	13	.	.	PUNCT
fcis-3162	138	1	computer	computer	NOUN
fcis-3162	138	2	research	research	NOUN
fcis-3162	138	3	and	and	CCONJ
fcis-3162	138	4	development	development	NOUN
fcis-3162	138	5	,	,	PUNCT
fcis-3162	138	6	55(6	55(6	NUM
fcis-3162	138	7	)	)	PUNCT
fcis-3162	138	8	.	.	PUNCT
fcis-3162	139	1	[	[	X
fcis-3162	139	2	15	15	NUM
fcis-3162	139	3	]	]	X
fcis-3162	139	4	asam	asam	NOUN
fcis-3162	139	5	,	,	PUNCT
fcis-3162	139	6	m.	m.	NOUN
fcis-3162	139	7	,	,	PUNCT
fcis-3162	139	8	khan	khan	PROPN
fcis-3162	139	9	,	,	PUNCT
fcis-3162	139	10	s.	s.	PROPN
fcis-3162	139	11	h.	h.	PROPN
fcis-3162	139	12	,	,	PUNCT
fcis-3162	139	13	akbar	akbar	NOUN
fcis-3162	139	14	,	,	PUNCT
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fcis-3162	139	16	,	,	PUNCT
fcis-3162	139	17	bibi	bibi	NOUN
fcis-3162	139	18	,	,	PUNCT
fcis-3162	139	19	s.	s.	PROPN
fcis-3162	139	20	,	,	PUNCT
fcis-3162	139	21	jamal	jamal	PROPN
fcis-3162	139	22	,	,	PUNCT
fcis-3162	139	23	t.	t.	PROPN
fcis-3162	139	24	,	,	PUNCT
fcis-3162	139	25	khan	khan	PROPN
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fcis-3162	139	27	a.	a.	NOUN
fcis-3162	139	28	,	,	PUNCT
fcis-3162	139	29	ghafoor	ghafoor	PROPN
fcis-3162	139	30	,	,	PUNCT
fcis-3162	139	31	u.	u.	PROPN
fcis-3162	139	32	,	,	PUNCT
fcis-3162	139	33	&	&	CCONJ
fcis-3162	139	34	bhutta	bhutta	PROPN
fcis-3162	139	35	,	,	PUNCT
fcis-3162	139	36	m.	m.	PROPN
fcis-3162	139	37	r.	r.	PROPN
fcis-3162	139	38	(	(	PUNCT
fcis-3162	139	39	2022	2022	NUM
fcis-3162	139	40	)	)	PUNCT
fcis-3162	139	41	.	.	PUNCT
fcis-3162	140	1	iot	iot	PROPN
fcis-3162	140	2	malware	malware	NOUN
fcis-3162	140	3	detection	detection	NOUN
fcis-3162	140	4	architecture	architecture	NOUN
fcis-3162	140	5	using	use	VERB
fcis-3162	140	6	a	a	DET
fcis-3162	140	7	novel	novel	ADJ
fcis-3162	140	8	channel	channel	NOUN
fcis-3162	140	9	boosted	boost	VERB
fcis-3162	140	10	and	and	CCONJ
fcis-3162	140	11	squeezed	squeeze	VERB
fcis-3162	140	12	cnn	cnn	PROPN
fcis-3162	140	13	.	.	PUNCT
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fcis-3162	141	2	reports	report	NOUN
fcis-3162	141	3	,	,	PUNCT
fcis-3162	141	4	12	12	NUM
fcis-3162	141	5	.	.	PUNCT
fcis-3162	142	1	[	[	X
fcis-3162	142	2	16	16	NUM
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fcis-3162	150	4	on	on	ADP
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fcis-3162	150	6	in	in	ADP
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fcis-3162	150	8	,	,	PUNCT
fcis-3162	150	9	communications	communication	NOUN
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fcis-3162	150	12	(	(	PUNCT
fcis-3162	150	13	icacci	icacci	PROPN
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fcis-3162	150	17	-	-	SYM
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