id	sid	tid	token	lemma	pos
fcis-30943	1	1	frontiers	frontier	NOUN
fcis-30943	1	2	in	in	ADP
fcis-30943	1	3	computing	computing	NOUN
fcis-30943	1	4	and	and	CCONJ
fcis-30943	1	5	intelligent	intelligent	ADJ
fcis-30943	1	6	systems	system	NOUN
fcis-30943	1	7	issn	issn	VERB
fcis-30943	1	8	:	:	PUNCT
fcis-30943	1	9	2832	2832	NUM
fcis-30943	1	10	-	-	SYM
fcis-30943	1	11	6024	6024	NUM
fcis-30943	1	12	|	|	NOUN
fcis-30943	1	13	vol	vol	NOUN
fcis-30943	1	14	.	.	PROPN
fcis-30943	2	1	12	12	NUM
fcis-30943	2	2	,	,	PUNCT
fcis-30943	2	3	no	no	INTJ
fcis-30943	2	4	.	.	NOUN
fcis-30943	2	5	2	2	NUM
fcis-30943	2	6	,	,	PUNCT
fcis-30943	2	7	2025	2025	NUM
fcis-30943	2	8	24	24	NUM
fcis-30943	2	9	a	a	DET
fcis-30943	2	10	review	review	NOUN
fcis-30943	2	11	of	of	ADP
fcis-30943	2	12	business	business	NOUN
fcis-30943	2	13	data	datum	NOUN
fcis-30943	2	14	security	security	NOUN
fcis-30943	2	15	based	base	VERB
fcis-30943	2	16	on	on	ADP
fcis-30943	2	17	differential	differential	ADJ
fcis-30943	2	18	privacy	privacy	NOUN
fcis-30943	2	19	protection	protection	NOUN
fcis-30943	2	20	fanjing	fanje	VERB
fcis-30943	2	21	dong	dong	PROPN
fcis-30943	2	22	*	*	PUNCT
fcis-30943	2	23	college	college	PROPN
fcis-30943	2	24	of	of	ADP
fcis-30943	2	25	transportation	transportation	NOUN
fcis-30943	2	26	engineering	engineering	NOUN
fcis-30943	2	27	,	,	PUNCT
fcis-30943	2	28	chang'an	chang'an	VERB
fcis-30943	2	29	university	university	PROPN
fcis-30943	2	30	,	,	PUNCT
fcis-30943	2	31	xi'an	xi'an	PROPN
fcis-30943	2	32	,	,	PUNCT
fcis-30943	2	33	shaanxi	shaanxi	PROPN
fcis-30943	2	34	,	,	PUNCT
fcis-30943	2	35	710018	710018	NUM
fcis-30943	2	36	,	,	PUNCT
fcis-30943	2	37	china	china	PROPN
fcis-30943	2	38	*	*	PUNCT
fcis-30943	2	39	corresponding	correspond	VERB
fcis-30943	2	40	author	author	NOUN
fcis-30943	2	41	email	email	NOUN
fcis-30943	2	42	:	:	PUNCT
fcis-30943	2	43	fanjing0607@outlook.com	fanjing0607@outlook.com	PROPN
fcis-30943	3	1	abstract	abstract	NOUN
fcis-30943	3	2	:	:	PUNCT
fcis-30943	3	3	this	this	DET
fcis-30943	3	4	paper	paper	NOUN
fcis-30943	3	5	summarizes	summarize	VERB
fcis-30943	3	6	the	the	DET
fcis-30943	3	7	current	current	ADJ
fcis-30943	3	8	status	status	NOUN
fcis-30943	3	9	of	of	ADP
fcis-30943	3	10	the	the	DET
fcis-30943	3	11	application	application	NOUN
fcis-30943	3	12	of	of	ADP
fcis-30943	3	13	differential	differential	ADJ
fcis-30943	3	14	privacy	privacy	NOUN
fcis-30943	3	15	technology	technology	NOUN
fcis-30943	3	16	in	in	ADP
fcis-30943	3	17	commercial	commercial	ADJ
fcis-30943	3	18	data	datum	NOUN
fcis-30943	3	19	protection	protection	NOUN
fcis-30943	3	20	,	,	PUNCT
fcis-30943	3	21	and	and	CCONJ
fcis-30943	3	22	discusses	discuss	VERB
fcis-30943	3	23	its	its	PRON
fcis-30943	3	24	theoretical	theoretical	ADJ
fcis-30943	3	25	foundation	foundation	NOUN
fcis-30943	3	26	,	,	PUNCT
fcis-30943	3	27	application	application	NOUN
fcis-30943	3	28	methods	method	NOUN
fcis-30943	3	29	and	and	CCONJ
fcis-30943	3	30	future	future	ADJ
fcis-30943	3	31	development	development	NOUN
fcis-30943	3	32	direction	direction	NOUN
fcis-30943	3	33	.	.	PUNCT
fcis-30943	4	1	by	by	ADP
fcis-30943	4	2	introducing	introduce	VERB
fcis-30943	4	3	a	a	DET
fcis-30943	4	4	random	random	ADJ
fcis-30943	4	5	noise	noise	NOUN
fcis-30943	4	6	mechanism	mechanism	NOUN
fcis-30943	4	7	,	,	PUNCT
fcis-30943	4	8	differential	differential	ADJ
fcis-30943	4	9	privacy	privacy	NOUN
fcis-30943	4	10	ensures	ensure	VERB
fcis-30943	4	11	that	that	SCONJ
fcis-30943	4	12	an	an	DET
fcis-30943	4	13	attacker	attacker	NOUN
fcis-30943	4	14	can	can	AUX
fcis-30943	4	15	not	not	PART
fcis-30943	4	16	infer	infer	VERB
fcis-30943	4	17	individual	individual	ADJ
fcis-30943	4	18	privacy	privacy	NOUN
fcis-30943	4	19	information	information	NOUN
fcis-30943	4	20	through	through	ADP
fcis-30943	4	21	statistical	statistical	ADJ
fcis-30943	4	22	analysis	analysis	NOUN
fcis-30943	4	23	during	during	ADP
fcis-30943	4	24	data	datum	NOUN
fcis-30943	4	25	release	release	NOUN
fcis-30943	4	26	or	or	CCONJ
fcis-30943	4	27	query	query	NOUN
fcis-30943	4	28	,	,	PUNCT
fcis-30943	4	29	while	while	SCONJ
fcis-30943	4	30	maintaining	maintain	VERB
fcis-30943	4	31	the	the	DET
fcis-30943	4	32	analytical	analytical	ADJ
fcis-30943	4	33	value	value	NOUN
fcis-30943	4	34	of	of	ADP
fcis-30943	4	35	the	the	DET
fcis-30943	4	36	data	datum	NOUN
fcis-30943	4	37	.	.	PUNCT
fcis-30943	5	1	this	this	DET
fcis-30943	5	2	paper	paper	NOUN
fcis-30943	5	3	summarizes	summarize	VERB
fcis-30943	5	4	the	the	DET
fcis-30943	5	5	main	main	ADJ
fcis-30943	5	6	research	research	NOUN
fcis-30943	5	7	results	result	NOUN
fcis-30943	5	8	of	of	ADP
fcis-30943	5	9	differential	differential	ADJ
fcis-30943	5	10	privacy	privacy	NOUN
fcis-30943	5	11	,	,	PUNCT
fcis-30943	5	12	analyzes	analyze	VERB
fcis-30943	5	13	its	its	PRON
fcis-30943	5	14	application	application	NOUN
fcis-30943	5	15	prospects	prospect	NOUN
fcis-30943	5	16	in	in	ADP
fcis-30943	5	17	the	the	DET
fcis-30943	5	18	big	big	ADJ
fcis-30943	5	19	data	datum	NOUN
fcis-30943	5	20	environment	environment	NOUN
fcis-30943	5	21	,	,	PUNCT
fcis-30943	5	22	and	and	CCONJ
fcis-30943	5	23	proposes	propose	VERB
fcis-30943	5	24	that	that	SCONJ
fcis-30943	5	25	differential	differential	ADJ
fcis-30943	5	26	privacy	privacy	NOUN
fcis-30943	5	27	technology	technology	NOUN
fcis-30943	5	28	has	have	VERB
fcis-30943	5	29	a	a	DET
fcis-30943	5	30	wide	wide	ADJ
fcis-30943	5	31	range	range	NOUN
fcis-30943	5	32	of	of	ADP
fcis-30943	5	33	application	application	NOUN
fcis-30943	5	34	potentials	potential	NOUN
fcis-30943	5	35	in	in	ADP
fcis-30943	5	36	commercial	commercial	ADJ
fcis-30943	5	37	data	datum	NOUN
fcis-30943	5	38	protection	protection	NOUN
fcis-30943	5	39	as	as	ADV
fcis-30943	5	40	well	well	ADV
fcis-30943	5	41	as	as	ADP
fcis-30943	5	42	future	future	ADJ
fcis-30943	5	43	research	research	NOUN
fcis-30943	5	44	directions	direction	NOUN
fcis-30943	5	45	.	.	PUNCT
fcis-30943	6	1	keywords	keyword	NOUN
fcis-30943	6	2	:	:	PUNCT
fcis-30943	6	3	differential	differential	NOUN
fcis-30943	6	4	privacy	privacy	NOUN
fcis-30943	6	5	;	;	PUNCT
fcis-30943	6	6	big	big	ADJ
fcis-30943	6	7	data	datum	NOUN
fcis-30943	6	8	;	;	PUNCT
fcis-30943	6	9	privacy	privacy	NOUN
fcis-30943	6	10	protection	protection	NOUN
fcis-30943	6	11	;	;	PUNCT
fcis-30943	6	12	commercial	commercial	ADJ
fcis-30943	6	13	data	datum	NOUN
fcis-30943	6	14	security	security	NOUN
fcis-30943	6	15	.	.	PUNCT
fcis-30943	7	1	1	1	X
fcis-30943	7	2	.	.	X
fcis-30943	7	3	introduction	introduction	NOUN
fcis-30943	7	4	with	with	ADP
fcis-30943	7	5	the	the	DET
fcis-30943	7	6	rapid	rapid	ADJ
fcis-30943	7	7	development	development	NOUN
fcis-30943	7	8	of	of	ADP
fcis-30943	7	9	artificial	artificial	ADJ
fcis-30943	7	10	intelligence	intelligence	NOUN
fcis-30943	7	11	,	,	PUNCT
fcis-30943	7	12	a	a	DET
fcis-30943	7	13	large	large	ADJ
fcis-30943	7	14	amount	amount	NOUN
fcis-30943	7	15	of	of	ADP
fcis-30943	7	16	commercial	commercial	ADJ
fcis-30943	7	17	information	information	NOUN
fcis-30943	7	18	is	be	AUX
fcis-30943	7	19	becoming	become	VERB
fcis-30943	7	20	increasingly	increasingly	ADV
fcis-30943	7	21	transparent	transparent	ADJ
fcis-30943	7	22	in	in	ADP
fcis-30943	7	23	the	the	DET
fcis-30943	7	24	data	data	NOUN
fcis-30943	7	25	network	network	NOUN
fcis-30943	7	26	,	,	PUNCT
fcis-30943	7	27	especially	especially	ADV
fcis-30943	7	28	in	in	ADP
fcis-30943	7	29	the	the	DET
fcis-30943	7	30	booming	booming	ADJ
fcis-30943	7	31	e	e	NOUN
fcis-30943	7	32	-	-	NOUN
fcis-30943	7	33	commerce	commerce	NOUN
fcis-30943	7	34	,	,	PUNCT
fcis-30943	7	35	it	it	PRON
fcis-30943	7	36	is	be	AUX
fcis-30943	7	37	particularly	particularly	ADV
fcis-30943	7	38	urgent	urgent	ADJ
fcis-30943	7	39	and	and	CCONJ
fcis-30943	7	40	crucial	crucial	ADJ
fcis-30943	7	41	to	to	PART
fcis-30943	7	42	protect	protect	VERB
fcis-30943	7	43	commercial	commercial	ADJ
fcis-30943	7	44	privacy	privacy	NOUN
fcis-30943	7	45	data	datum	NOUN
fcis-30943	7	46	and	and	CCONJ
fcis-30943	7	47	prevent	prevent	VERB
fcis-30943	7	48	privacy	privacy	NOUN
fcis-30943	7	49	invasion	invasion	NOUN
fcis-30943	7	50	,	,	PUNCT
fcis-30943	7	51	which	which	PRON
fcis-30943	7	52	is	be	AUX
fcis-30943	7	53	largely	largely	ADV
fcis-30943	7	54	related	relate	VERB
fcis-30943	7	55	to	to	ADP
fcis-30943	7	56	the	the	DET
fcis-30943	7	57	survival	survival	NOUN
fcis-30943	7	58	and	and	CCONJ
fcis-30943	7	59	development	development	NOUN
fcis-30943	7	60	of	of	ADP
fcis-30943	7	61	related	related	ADJ
fcis-30943	7	62	enterprises	enterprise	NOUN
fcis-30943	7	63	.	.	PUNCT
fcis-30943	8	1	differential	differential	PROPN
fcis-30943	8	2	privacy	privacy	NOUN
fcis-30943	8	3	,	,	PUNCT
fcis-30943	8	4	as	as	ADP
fcis-30943	8	5	a	a	DET
fcis-30943	8	6	means	means	NOUN
fcis-30943	8	7	of	of	ADP
fcis-30943	8	8	cryptography	cryptography	NOUN
fcis-30943	8	9	that	that	PRON
fcis-30943	8	10	consists	consist	VERB
fcis-30943	8	11	of	of	ADP
fcis-30943	8	12	a	a	DET
fcis-30943	8	13	rigorous	rigorous	ADJ
fcis-30943	8	14	mathematical	mathematical	ADJ
fcis-30943	8	15	foundation	foundation	NOUN
fcis-30943	8	16	and	and	CCONJ
fcis-30943	8	17	a	a	DET
fcis-30943	8	18	quantitative	quantitative	ADJ
fcis-30943	8	19	formal	formal	ADJ
fcis-30943	8	20	proof	proof	NOUN
fcis-30943	8	21	of	of	ADP
fcis-30943	8	22	the	the	DET
fcis-30943	8	23	risk	risk	NOUN
fcis-30943	8	24	of	of	ADP
fcis-30943	8	25	privacy	privacy	NOUN
fcis-30943	8	26	leakage	leakage	NOUN
fcis-30943	8	27	,	,	PUNCT
fcis-30943	8	28	can	can	AUX
fcis-30943	8	29	effectively	effectively	ADV
fcis-30943	8	30	resist	resist	VERB
fcis-30943	8	31	differential	differential	ADJ
fcis-30943	8	32	attacks	attack	NOUN
fcis-30943	8	33	and	and	CCONJ
fcis-30943	8	34	become	become	VERB
fcis-30943	8	35	a	a	DET
fcis-30943	8	36	new	new	ADJ
fcis-30943	8	37	privacy	privacy	NOUN
fcis-30943	8	38	protection	protection	NOUN
fcis-30943	8	39	model	model	PROPN
fcis-30943	8	40	.	.	PUNCT
fcis-30943	9	1	differential	differential	PROPN
fcis-30943	9	2	privacy	privacy	NOUN
fcis-30943	9	3	algorithms	algorithm	NOUN
fcis-30943	9	4	formed	form	VERB
fcis-30943	9	5	by	by	ADP
fcis-30943	9	6	combining	combine	VERB
fcis-30943	9	7	differential	differential	ADJ
fcis-30943	9	8	privacy	privacy	NOUN
fcis-30943	9	9	protection	protection	NOUN
fcis-30943	9	10	with	with	ADP
fcis-30943	9	11	the	the	DET
fcis-30943	9	12	topic	topic	NOUN
fcis-30943	9	13	of	of	ADP
fcis-30943	9	14	data	datum	NOUN
fcis-30943	9	15	security	security	NOUN
fcis-30943	9	16	protection	protection	NOUN
fcis-30943	9	17	in	in	ADP
fcis-30943	9	18	the	the	DET
fcis-30943	9	19	commercial	commercial	ADJ
fcis-30943	9	20	field	field	NOUN
fcis-30943	9	21	can	can	AUX
fcis-30943	9	22	make	make	VERB
fcis-30943	9	23	the	the	DET
fcis-30943	9	24	protected	protect	VERB
fcis-30943	9	25	data	datum	NOUN
fcis-30943	9	26	widely	widely	ADV
fcis-30943	9	27	used	use	VERB
fcis-30943	9	28	for	for	ADP
fcis-30943	9	29	accurate	accurate	ADJ
fcis-30943	9	30	data	datum	NOUN
fcis-30943	9	31	analysis	analysis	NOUN
fcis-30943	9	32	[	[	X
fcis-30943	9	33	1	1	NUM
fcis-30943	9	34	]	]	PUNCT
fcis-30943	9	35	.	.	PUNCT
fcis-30943	10	1	the	the	DET
fcis-30943	10	2	purpose	purpose	NOUN
fcis-30943	10	3	of	of	ADP
fcis-30943	10	4	this	this	DET
fcis-30943	10	5	paper	paper	NOUN
fcis-30943	10	6	is	be	AUX
fcis-30943	10	7	to	to	PART
fcis-30943	10	8	overview	overview	VERB
fcis-30943	10	9	the	the	DET
fcis-30943	10	10	current	current	ADJ
fcis-30943	10	11	status	status	NOUN
fcis-30943	10	12	of	of	ADP
fcis-30943	10	13	the	the	DET
fcis-30943	10	14	application	application	NOUN
fcis-30943	10	15	of	of	ADP
fcis-30943	10	16	differential	differential	ADJ
fcis-30943	10	17	privacy	privacy	NOUN
fcis-30943	10	18	technology	technology	NOUN
fcis-30943	10	19	in	in	ADP
fcis-30943	10	20	commercial	commercial	ADJ
fcis-30943	10	21	data	datum	NOUN
fcis-30943	10	22	protection	protection	NOUN
fcis-30943	10	23	,	,	PUNCT
fcis-30943	10	24	analyze	analyze	VERB
fcis-30943	10	25	its	its	PRON
fcis-30943	10	26	advantages	advantage	NOUN
fcis-30943	10	27	and	and	CCONJ
fcis-30943	10	28	shortcomings	shortcoming	NOUN
fcis-30943	10	29	,	,	PUNCT
fcis-30943	10	30	and	and	CCONJ
fcis-30943	10	31	explore	explore	VERB
fcis-30943	10	32	the	the	DET
fcis-30943	10	33	future	future	ADJ
fcis-30943	10	34	research	research	NOUN
fcis-30943	10	35	direction	direction	NOUN
fcis-30943	10	36	.	.	PUNCT
fcis-30943	11	1	2	2	X
fcis-30943	11	2	.	.	X
fcis-30943	11	3	differential	differential	PROPN
fcis-30943	11	4	privacy	privacy	NOUN
fcis-30943	11	5	data	datum	NOUN
fcis-30943	11	6	security	security	NOUN
fcis-30943	11	7	2.1	2.1	NUM
fcis-30943	11	8	.	.	PUNCT
fcis-30943	12	1	definition	definition	NOUN
fcis-30943	12	2	and	and	CCONJ
fcis-30943	12	3	theoretical	theoretical	ADJ
fcis-30943	12	4	foundations	foundation	NOUN
fcis-30943	12	5	of	of	ADP
fcis-30943	12	6	differential	differential	PROPN
fcis-30943	12	7	privacy	privacy	PROPN
fcis-30943	12	8	differential	differential	PROPN
fcis-30943	12	9	privacy	privacy	NOUN
fcis-30943	12	10	,	,	PUNCT
fcis-30943	12	11	as	as	ADP
fcis-30943	12	12	a	a	DET
fcis-30943	12	13	cutting	cutting	NOUN
fcis-30943	12	14	-	-	PUNCT
fcis-30943	12	15	edge	edge	NOUN
fcis-30943	12	16	privacy	privacy	NOUN
fcis-30943	12	17	-	-	PUNCT
fcis-30943	12	18	preserving	preserve	VERB
fcis-30943	12	19	technique	technique	NOUN
fcis-30943	12	20	,	,	PUNCT
fcis-30943	12	21	effectively	effectively	ADV
fcis-30943	12	22	prevents	prevent	VERB
fcis-30943	12	23	an	an	DET
fcis-30943	12	24	attacker	attacker	NOUN
fcis-30943	12	25	from	from	ADP
fcis-30943	12	26	inferring	infer	VERB
fcis-30943	12	27	the	the	DET
fcis-30943	12	28	existence	existence	NOUN
fcis-30943	12	29	or	or	CCONJ
fcis-30943	12	30	non	non	ADJ
fcis-30943	12	31	-	-	NOUN
fcis-30943	12	32	existence	existence	NOUN
fcis-30943	12	33	of	of	ADP
fcis-30943	12	34	individual	individual	ADJ
fcis-30943	12	35	data	datum	NOUN
fcis-30943	12	36	records	record	NOUN
fcis-30943	12	37	based	base	VERB
fcis-30943	12	38	on	on	ADP
fcis-30943	12	39	query	query	NOUN
fcis-30943	12	40	results	result	NOUN
fcis-30943	12	41	by	by	ADP
fcis-30943	12	42	introducing	introduce	VERB
fcis-30943	12	43	random	random	ADJ
fcis-30943	12	44	noise	noise	NOUN
fcis-30943	12	45	into	into	ADP
fcis-30943	12	46	the	the	DET
fcis-30943	12	47	original	original	ADJ
fcis-30943	12	48	data	datum	NOUN
fcis-30943	12	49	.	.	PUNCT
fcis-30943	13	1	its	its	PRON
fcis-30943	13	2	core	core	NOUN
fcis-30943	13	3	definition	definition	NOUN
fcis-30943	13	4	is	be	AUX
fcis-30943	13	5	that	that	SCONJ
fcis-30943	13	6	for	for	ADP
fcis-30943	13	7	any	any	DET
fcis-30943	13	8	two	two	NUM
fcis-30943	13	9	datasets	dataset	NOUN
fcis-30943	13	10	differing	differ	VERB
fcis-30943	13	11	by	by	ADP
fcis-30943	13	12	only	only	ADV
fcis-30943	13	13	one	one	NUM
fcis-30943	13	14	data	data	NOUN
fcis-30943	13	15	point	point	NOUN
fcis-30943	13	16	,	,	PUNCT
fcis-30943	13	17	the	the	DET
fcis-30943	13	18	probability	probability	NOUN
fcis-30943	13	19	distribution	distribution	NOUN
fcis-30943	13	20	of	of	ADP
fcis-30943	13	21	the	the	DET
fcis-30943	13	22	output	output	NOUN
fcis-30943	13	23	results	result	NOUN
fcis-30943	13	24	produced	produce	VERB
fcis-30943	13	25	by	by	ADP
fcis-30943	13	26	the	the	DET
fcis-30943	13	27	differential	differential	PROPN
fcis-30943	13	28	privacy	privacy	NOUN
fcis-30943	13	29	mechanism	mechanism	NOUN
fcis-30943	13	30	is	be	AUX
fcis-30943	13	31	nearly	nearly	ADV
fcis-30943	13	32	the	the	DET
fcis-30943	13	33	same	same	ADJ
fcis-30943	13	34	.	.	PUNCT
fcis-30943	14	1	in	in	ADP
fcis-30943	14	2	contrast	contrast	NOUN
fcis-30943	14	3	to	to	ADP
fcis-30943	14	4	traditional	traditional	ADJ
fcis-30943	14	5	privacypreserving	privacypreserving	NOUN
fcis-30943	14	6	schemes	scheme	NOUN
fcis-30943	14	7	,	,	PUNCT
fcis-30943	14	8	the	the	DET
fcis-30943	14	9	differential	differential	ADJ
fcis-30943	14	10	privacy	privacy	NOUN
fcis-30943	14	11	model	model	NOUN
fcis-30943	14	12	assumes	assume	VERB
fcis-30943	14	13	that	that	SCONJ
fcis-30943	14	14	the	the	DET
fcis-30943	14	15	attacker	attacker	NOUN
fcis-30943	14	16	has	have	VERB
fcis-30943	14	17	maximum	maximum	ADJ
fcis-30943	14	18	background	background	NOUN
fcis-30943	14	19	knowledge	knowledge	NOUN
fcis-30943	14	20	,	,	PUNCT
fcis-30943	14	21	i.e.	i.e.	X
fcis-30943	14	22	,	,	PUNCT
fcis-30943	14	23	the	the	DET
fcis-30943	14	24	attacker	attacker	NOUN
fcis-30943	14	25	is	be	AUX
fcis-30943	14	26	able	able	ADJ
fcis-30943	14	27	to	to	PART
fcis-30943	14	28	obtain	obtain	VERB
fcis-30943	14	29	information	information	NOUN
fcis-30943	14	30	about	about	ADP
fcis-30943	14	31	all	all	DET
fcis-30943	14	32	other	other	ADJ
fcis-30943	14	33	records	record	NOUN
fcis-30943	14	34	except	except	SCONJ
fcis-30943	14	35	the	the	DET
fcis-30943	14	36	target	target	NOUN
fcis-30943	14	37	record	record	NOUN
fcis-30943	14	38	.	.	PUNCT
fcis-30943	15	1	differential	differential	NOUN
fcis-30943	15	2	privacy	privacy	NOUN
fcis-30943	15	3	techniques	technique	NOUN
fcis-30943	15	4	are	be	AUX
fcis-30943	15	5	based	base	VERB
fcis-30943	15	6	on	on	ADP
fcis-30943	15	7	rigorous	rigorous	ADJ
fcis-30943	15	8	mathematical	mathematical	ADJ
fcis-30943	15	9	formulae	formulae	ADJ
fcis-30943	15	10	derivation	derivation	NOUN
fcis-30943	15	11	,	,	PUNCT
fcis-30943	15	12	which	which	PRON
fcis-30943	15	13	can	can	AUX
fcis-30943	15	14	effectively	effectively	ADV
fcis-30943	15	15	solve	solve	VERB
fcis-30943	15	16	the	the	DET
fcis-30943	15	17	problems	problem	NOUN
fcis-30943	15	18	of	of	ADP
fcis-30943	15	19	overreliance	overreliance	NOUN
fcis-30943	15	20	on	on	ADP
fcis-30943	15	21	the	the	DET
fcis-30943	15	22	attacker	attacker	NOUN
fcis-30943	15	23	's	's	PART
fcis-30943	15	24	background	background	NOUN
fcis-30943	15	25	knowledge	knowledge	NOUN
fcis-30943	15	26	and	and	CCONJ
fcis-30943	15	27	lack	lack	NOUN
fcis-30943	15	28	of	of	ADP
fcis-30943	15	29	quantitative	quantitative	ADJ
fcis-30943	15	30	analysis	analysis	NOUN
fcis-30943	15	31	and	and	CCONJ
fcis-30943	15	32	evaluation	evaluation	NOUN
fcis-30943	15	33	in	in	ADP
fcis-30943	15	34	traditional	traditional	ADJ
fcis-30943	15	35	privacy	privacy	NOUN
fcis-30943	15	36	protection	protection	NOUN
fcis-30943	15	37	techniques	technique	NOUN
fcis-30943	15	38	[	[	X
fcis-30943	15	39	2	2	NUM
fcis-30943	15	40	]	]	PUNCT
fcis-30943	15	41	.	.	PUNCT
fcis-30943	16	1	2.2	2.2	NUM
fcis-30943	16	2	.	.	PUNCT
fcis-30943	16	3	differential	differential	PROPN
fcis-30943	16	4	privacy	privacy	NOUN
fcis-30943	16	5	in	in	ADP
fcis-30943	16	6	big	big	ADJ
fcis-30943	16	7	data	data	PROPN
fcis-30943	16	8	privacy	privacy	NOUN
fcis-30943	16	9	protection	protection	PROPN
fcis-30943	16	10	differential	differential	PROPN
fcis-30943	16	11	privacy	privacy	NOUN
fcis-30943	16	12	technology	technology	NOUN
fcis-30943	16	13	achieves	achieve	VERB
fcis-30943	16	14	a	a	DET
fcis-30943	16	15	balance	balance	NOUN
fcis-30943	16	16	between	between	ADP
fcis-30943	16	17	privacy	privacy	NOUN
fcis-30943	16	18	protection	protection	NOUN
fcis-30943	16	19	and	and	CCONJ
fcis-30943	16	20	data	datum	NOUN
fcis-30943	16	21	utility	utility	NOUN
fcis-30943	16	22	by	by	ADP
fcis-30943	16	23	adding	add	VERB
fcis-30943	16	24	noise	noise	NOUN
fcis-30943	16	25	(	(	PUNCT
fcis-30943	16	26	e.g.	e.g.	ADV
fcis-30943	16	27	,	,	PUNCT
fcis-30943	16	28	laplace	laplace	NOUN
fcis-30943	16	29	noise	noise	NOUN
fcis-30943	16	30	or	or	CCONJ
fcis-30943	16	31	gaussian	gaussian	ADJ
fcis-30943	16	32	noise	noise	NOUN
fcis-30943	16	33	)	)	PUNCT
fcis-30943	16	34	to	to	ADP
fcis-30943	16	35	the	the	DET
fcis-30943	16	36	data	datum	NOUN
fcis-30943	16	37	,	,	PUNCT
fcis-30943	16	38	which	which	PRON
fcis-30943	16	39	not	not	PART
fcis-30943	16	40	only	only	ADV
fcis-30943	16	41	effectively	effectively	ADV
fcis-30943	16	42	protects	protect	VERB
fcis-30943	16	43	privacy	privacy	NOUN
fcis-30943	16	44	,	,	PUNCT
fcis-30943	16	45	but	but	CCONJ
fcis-30943	16	46	also	also	ADV
fcis-30943	16	47	ensures	ensure	VERB
fcis-30943	16	48	the	the	DET
fcis-30943	16	49	accuracy	accuracy	NOUN
fcis-30943	16	50	of	of	ADP
fcis-30943	16	51	the	the	DET
fcis-30943	16	52	statistical	statistical	ADJ
fcis-30943	16	53	analysis	analysis	NOUN
fcis-30943	16	54	results	result	NOUN
fcis-30943	16	55	.	.	PUNCT
fcis-30943	17	1	google	google	PROPN
fcis-30943	17	2	's	's	PART
fcis-30943	17	3	rappor	rappor	ADJ
fcis-30943	17	4	project	project	NOUN
fcis-30943	17	5	,	,	PUNCT
fcis-30943	17	6	for	for	ADP
fcis-30943	17	7	example	example	NOUN
fcis-30943	17	8	,	,	PUNCT
fcis-30943	17	9	randomizes	randomize	VERB
fcis-30943	17	10	user	user	NOUN
fcis-30943	17	11	data	datum	NOUN
fcis-30943	17	12	with	with	ADP
fcis-30943	17	13	the	the	DET
fcis-30943	17	14	help	help	NOUN
fcis-30943	17	15	of	of	ADP
fcis-30943	17	16	differential	differential	ADJ
fcis-30943	17	17	privacy	privacy	NOUN
fcis-30943	17	18	technology	technology	NOUN
fcis-30943	17	19	,	,	PUNCT
fcis-30943	17	20	which	which	PRON
fcis-30943	17	21	protects	protect	VERB
fcis-30943	17	22	the	the	DET
fcis-30943	17	23	user	user	NOUN
fcis-30943	17	24	's	's	PART
fcis-30943	17	25	privacy	privacy	NOUN
fcis-30943	17	26	and	and	CCONJ
fcis-30943	17	27	allows	allow	VERB
fcis-30943	17	28	google	google	PROPN
fcis-30943	17	29	to	to	PART
fcis-30943	17	30	obtain	obtain	VERB
fcis-30943	17	31	valuable	valuable	ADJ
fcis-30943	17	32	information	information	NOUN
fcis-30943	17	33	at	at	ADP
fcis-30943	17	34	the	the	DET
fcis-30943	17	35	level	level	NOUN
fcis-30943	17	36	of	of	ADP
fcis-30943	17	37	data	datum	NOUN
fcis-30943	17	38	aggregation	aggregation	NOUN
fcis-30943	17	39	,	,	PUNCT
fcis-30943	17	40	even	even	ADV
fcis-30943	17	41	if	if	SCONJ
fcis-30943	17	42	an	an	DET
fcis-30943	17	43	attacker	attacker	NOUN
fcis-30943	17	44	has	have	VERB
fcis-30943	17	45	auxiliary	auxiliary	ADJ
fcis-30943	17	46	information	information	NOUN
fcis-30943	17	47	that	that	PRON
fcis-30943	17	48	can	can	AUX
fcis-30943	17	49	not	not	PART
fcis-30943	17	50	be	be	AUX
fcis-30943	17	51	deduced	deduce	VERB
fcis-30943	17	52	from	from	ADP
fcis-30943	17	53	individual	individual	ADJ
fcis-30943	17	54	user	user	NOUN
fcis-30943	17	55	details	detail	NOUN
fcis-30943	17	56	.	.	PUNCT
fcis-30943	18	1	this	this	PRON
fcis-30943	18	2	allows	allow	VERB
fcis-30943	18	3	google	google	PROPN
fcis-30943	18	4	to	to	PART
fcis-30943	18	5	obtain	obtain	VERB
fcis-30943	18	6	valuable	valuable	ADJ
fcis-30943	18	7	information	information	NOUN
fcis-30943	18	8	at	at	ADP
fcis-30943	18	9	the	the	DET
fcis-30943	18	10	level	level	NOUN
fcis-30943	18	11	of	of	ADP
fcis-30943	18	12	data	datum	NOUN
fcis-30943	18	13	aggregation	aggregation	NOUN
fcis-30943	18	14	,	,	PUNCT
fcis-30943	18	15	so	so	SCONJ
fcis-30943	18	16	that	that	SCONJ
fcis-30943	18	17	even	even	ADV
fcis-30943	18	18	if	if	SCONJ
fcis-30943	18	19	an	an	DET
fcis-30943	18	20	attacker	attacker	NOUN
fcis-30943	18	21	gets	get	VERB
fcis-30943	18	22	hold	hold	NOUN
fcis-30943	18	23	of	of	ADP
fcis-30943	18	24	auxiliary	auxiliary	ADJ
fcis-30943	18	25	information	information	NOUN
fcis-30943	18	26	,	,	PUNCT
fcis-30943	18	27	he	he	PRON
fcis-30943	18	28	or	or	CCONJ
fcis-30943	18	29	she	she	PRON
fcis-30943	18	30	will	will	AUX
fcis-30943	18	31	not	not	PART
fcis-30943	18	32	be	be	AUX
fcis-30943	18	33	able	able	ADJ
fcis-30943	18	34	to	to	PART
fcis-30943	18	35	deduce	deduce	VERB
fcis-30943	18	36	the	the	DET
fcis-30943	18	37	details	detail	NOUN
fcis-30943	18	38	of	of	ADP
fcis-30943	18	39	a	a	DET
fcis-30943	18	40	single	single	ADJ
fcis-30943	18	41	user	user	NOUN
fcis-30943	18	42	.	.	PUNCT
fcis-30943	19	1	2.2.1	2.2.1	NUM
fcis-30943	19	2	.	.	PUNCT
fcis-30943	19	3	data	datum	NOUN
fcis-30943	19	4	release	release	NOUN
fcis-30943	19	5	and	and	CCONJ
fcis-30943	19	6	query	query	NOUN
fcis-30943	19	7	protection	protection	NOUN
fcis-30943	19	8	differential	differential	PROPN
fcis-30943	19	9	privacy	privacy	NOUN
fcis-30943	19	10	techniques	technique	NOUN
fcis-30943	19	11	protect	protect	VERB
fcis-30943	19	12	the	the	DET
fcis-30943	19	13	privacy	privacy	NOUN
fcis-30943	19	14	of	of	ADP
fcis-30943	19	15	a	a	DET
fcis-30943	19	16	query	query	NOUN
fcis-30943	19	17	by	by	ADP
fcis-30943	19	18	adding	add	VERB
fcis-30943	19	19	noise	noise	NOUN
fcis-30943	19	20	to	to	ADP
fcis-30943	19	21	the	the	DET
fcis-30943	19	22	query	query	NOUN
fcis-30943	19	23	results	result	VERB
fcis-30943	19	24	before	before	SCONJ
fcis-30943	19	25	the	the	DET
fcis-30943	19	26	data	data	NOUN
fcis-30943	19	27	is	be	AUX
fcis-30943	19	28	released	release	VERB
fcis-30943	19	29	,	,	PUNCT
fcis-30943	19	30	while	while	SCONJ
fcis-30943	19	31	maintaining	maintain	VERB
fcis-30943	19	32	the	the	DET
fcis-30943	19	33	statistical	statistical	ADJ
fcis-30943	19	34	properties	property	NOUN
fcis-30943	19	35	of	of	ADP
fcis-30943	19	36	the	the	DET
fcis-30943	19	37	data	datum	NOUN
fcis-30943	19	38	,	,	PUNCT
fcis-30943	19	39	such	such	ADJ
fcis-30943	19	40	as	as	ADP
fcis-30943	19	41	in	in	ADP
fcis-30943	19	42	the	the	DET
fcis-30943	19	43	case	case	NOUN
fcis-30943	19	44	of	of	ADP
fcis-30943	19	45	sql	sql	NOUN
fcis-30943	19	46	queries	query	NOUN
fcis-30943	19	47	.	.	PUNCT
fcis-30943	20	1	whether	whether	SCONJ
fcis-30943	20	2	it	it	PRON
fcis-30943	20	3	is	be	AUX
fcis-30943	20	4	a	a	DET
fcis-30943	20	5	simple	simple	ADJ
fcis-30943	20	6	select	select	ADJ
fcis-30943	20	7	,	,	PUNCT
fcis-30943	20	8	count	count	NOUN
fcis-30943	20	9	,	,	PUNCT
fcis-30943	20	10	sum	sum	NOUN
fcis-30943	20	11	query	query	NOUN
fcis-30943	20	12	or	or	CCONJ
fcis-30943	20	13	a	a	DET
fcis-30943	20	14	complex	complex	ADJ
fcis-30943	20	15	multi	multi	ADJ
fcis-30943	20	16	-	-	ADJ
fcis-30943	20	17	table	table	ADJ
fcis-30943	20	18	join	join	NOUN
fcis-30943	20	19	query	query	NOUN
fcis-30943	20	20	,	,	PUNCT
fcis-30943	20	21	differential	differential	ADJ
fcis-30943	20	22	privacy	privacy	NOUN
fcis-30943	20	23	techniques	technique	NOUN
fcis-30943	20	24	can	can	AUX
fcis-30943	20	25	provide	provide	VERB
fcis-30943	20	26	accurate	accurate	ADJ
fcis-30943	20	27	query	query	NOUN
fcis-30943	20	28	results	result	NOUN
fcis-30943	20	29	without	without	ADP
fcis-30943	20	30	compromising	compromise	VERB
fcis-30943	20	31	privacy	privacy	NOUN
fcis-30943	20	32	[	[	X
fcis-30943	20	33	3	3	NUM
fcis-30943	20	34	]	]	PUNCT
fcis-30943	20	35	.	.	PUNCT
fcis-30943	21	1	2.2.2	2.2.2	X
fcis-30943	21	2	.	.	PUNCT
fcis-30943	21	3	machine	machine	NOUN
fcis-30943	21	4	learning	learning	NOUN
fcis-30943	21	5	and	and	CCONJ
fcis-30943	21	6	model	model	NOUN
fcis-30943	21	7	training	training	NOUN
fcis-30943	21	8	differential	differential	NOUN
fcis-30943	21	9	privacy	privacy	NOUN
fcis-30943	21	10	techniques	technique	NOUN
fcis-30943	21	11	in	in	ADP
fcis-30943	21	12	the	the	DET
fcis-30943	21	13	field	field	NOUN
fcis-30943	21	14	of	of	ADP
fcis-30943	21	15	machine	machine	NOUN
fcis-30943	21	16	learning	learning	NOUN
fcis-30943	21	17	,	,	PUNCT
fcis-30943	21	18	on	on	ADP
fcis-30943	21	19	the	the	DET
fcis-30943	21	20	other	other	ADJ
fcis-30943	21	21	hand	hand	NOUN
fcis-30943	21	22	,	,	PUNCT
fcis-30943	21	23	protect	protect	VERB
fcis-30943	21	24	data	data	NOUN
fcis-30943	21	25	privacy	privacy	NOUN
fcis-30943	21	26	by	by	ADP
fcis-30943	21	27	adding	add	VERB
fcis-30943	21	28	noise	noise	NOUN
fcis-30943	21	29	to	to	ADP
fcis-30943	21	30	the	the	DET
fcis-30943	21	31	training	training	NOUN
fcis-30943	21	32	process	process	NOUN
fcis-30943	21	33	,	,	PUNCT
fcis-30943	21	34	such	such	ADJ
fcis-30943	21	35	as	as	ADP
fcis-30943	21	36	the	the	DET
fcis-30943	21	37	differential	differential	NOUN
fcis-30943	21	38	privacy	privacy	NOUN
fcis-30943	21	39	optimized	optimize	VERB
fcis-30943	21	40	gradient	gradient	NOUN
fcis-30943	21	41	descent	descent	NOUN
fcis-30943	21	42	algorithm	algorithm	NOUN
fcis-30943	21	43	(	(	PUNCT
fcis-30943	21	44	dp	dp	NOUN
fcis-30943	21	45	-	-	PUNCT
fcis-30943	21	46	sgd	sgd	NOUN
fcis-30943	21	47	)	)	PUNCT
fcis-30943	21	48	,	,	PUNCT
fcis-30943	21	49	which	which	PRON
fcis-30943	21	50	adds	add	VERB
fcis-30943	21	51	noise	noise	NOUN
fcis-30943	21	52	to	to	ADP
fcis-30943	21	53	the	the	DET
fcis-30943	21	54	gradient	gradient	ADJ
fcis-30943	21	55	update	update	NOUN
fcis-30943	21	56	to	to	PART
fcis-30943	21	57	protect	protect	VERB
fcis-30943	21	58	the	the	DET
fcis-30943	21	59	privacy	privacy	NOUN
fcis-30943	21	60	of	of	ADP
fcis-30943	21	61	the	the	DET
fcis-30943	21	62	training	training	NOUN
fcis-30943	21	63	data	datum	NOUN
fcis-30943	21	64	while	while	SCONJ
fcis-30943	21	65	maintaining	maintain	VERB
fcis-30943	21	66	the	the	DET
fcis-30943	21	67	performance	performance	NOUN
fcis-30943	21	68	and	and	CCONJ
fcis-30943	21	69	utility	utility	NOUN
fcis-30943	21	70	of	of	ADP
fcis-30943	21	71	the	the	DET
fcis-30943	21	72	model	model	NOUN
fcis-30943	21	73	.	.	PUNCT
fcis-30943	22	1	differential	differential	PROPN
fcis-30943	22	2	privacy	privacy	NOUN
fcis-30943	22	3	techniques	technique	NOUN
fcis-30943	22	4	can	can	AUX
fcis-30943	22	5	also	also	ADV
fcis-30943	22	6	protect	protect	VERB
fcis-30943	22	7	the	the	DET
fcis-30943	22	8	privacy	privacy	NOUN
fcis-30943	22	9	of	of	ADP
fcis-30943	22	10	model	model	NOUN
fcis-30943	22	11	parameters	parameter	NOUN
fcis-30943	22	12	at	at	ADP
fcis-30943	22	13	model	model	NOUN
fcis-30943	22	14	release	release	NOUN
fcis-30943	22	15	time	time	NOUN
fcis-30943	22	16	[	[	X
fcis-30943	22	17	1	1	NUM
fcis-30943	22	18	]	]	PUNCT
fcis-30943	22	19	.	.	PUNCT
fcis-30943	23	1	2.2.3	2.2.3	NUM
fcis-30943	23	2	.	.	PUNCT
fcis-30943	23	3	real	real	ADJ
fcis-30943	23	4	-	-	PUNCT
fcis-30943	23	5	time	time	NOUN
fcis-30943	23	6	data	datum	NOUN
fcis-30943	23	7	processing	processing	NOUN
fcis-30943	23	8	and	and	CCONJ
fcis-30943	23	9	dynamic	dynamic	ADJ
fcis-30943	23	10	updates	update	NOUN
fcis-30943	23	11	differential	differential	VERB
fcis-30943	23	12	privacy	privacy	NOUN
fcis-30943	23	13	techniques	technique	NOUN
fcis-30943	23	14	are	be	AUX
fcis-30943	23	15	not	not	PART
fcis-30943	23	16	only	only	ADV
fcis-30943	23	17	applicable	applicable	ADJ
fcis-30943	23	18	to	to	ADP
fcis-30943	23	19	static	static	ADJ
fcis-30943	23	20	data	datum	NOUN
fcis-30943	23	21	,	,	PUNCT
fcis-30943	23	22	but	but	CCONJ
fcis-30943	23	23	also	also	ADV
fcis-30943	23	24	support	support	VERB
fcis-30943	23	25	real	real	ADJ
fcis-30943	23	26	-	-	PUNCT
fcis-30943	23	27	time	time	NOUN
fcis-30943	23	28	data	datum	NOUN
fcis-30943	23	29	stream	stream	NOUN
fcis-30943	23	30	processing	processing	NOUN
fcis-30943	23	31	and	and	CCONJ
fcis-30943	23	32	dynamic	dynamic	ADJ
fcis-30943	23	33	data	datum	NOUN
fcis-30943	23	34	updates	update	NOUN
fcis-30943	23	35	.	.	PUNCT
fcis-30943	24	1	for	for	ADP
fcis-30943	24	2	example	example	NOUN
fcis-30943	24	3	,	,	PUNCT
fcis-30943	24	4	by	by	ADP
fcis-30943	24	5	adding	add	VERB
fcis-30943	24	6	noise	noise	NOUN
fcis-30943	24	7	in	in	ADP
fcis-30943	24	8	25	25	NUM
fcis-30943	24	9	statistical	statistical	ADJ
fcis-30943	24	10	queries	query	NOUN
fcis-30943	24	11	and	and	CCONJ
fcis-30943	24	12	dynamic	dynamic	ADJ
fcis-30943	24	13	updates	update	NOUN
fcis-30943	24	14	of	of	ADP
fcis-30943	24	15	real	real	ADJ
fcis-30943	24	16	-	-	PUNCT
fcis-30943	24	17	time	time	NOUN
fcis-30943	24	18	data	datum	NOUN
fcis-30943	24	19	streams	stream	NOUN
fcis-30943	24	20	,	,	PUNCT
fcis-30943	24	21	differential	differential	ADJ
fcis-30943	24	22	privacy	privacy	NOUN
fcis-30943	24	23	techniques	technique	NOUN
fcis-30943	24	24	can	can	AUX
fcis-30943	24	25	provide	provide	VERB
fcis-30943	24	26	real	real	ADJ
fcis-30943	24	27	-	-	PUNCT
fcis-30943	24	28	time	time	NOUN
fcis-30943	24	29	data	datum	NOUN
fcis-30943	24	30	processing	processing	NOUN
fcis-30943	24	31	capabilities	capability	NOUN
fcis-30943	24	32	without	without	ADP
fcis-30943	24	33	compromising	compromise	VERB
fcis-30943	24	34	privacy	privacy	NOUN
fcis-30943	24	35	.	.	PUNCT
fcis-30943	25	1	2.2.4	2.2.4	NUM
fcis-30943	25	2	.	.	PUNCT
fcis-30943	25	3	data	datum	NOUN
fcis-30943	25	4	visualization	visualization	NOUN
fcis-30943	25	5	and	and	CCONJ
fcis-30943	25	6	statistical	statistical	ADJ
fcis-30943	25	7	analysis	analysis	NOUN
fcis-30943	25	8	in	in	ADP
fcis-30943	25	9	data	data	NOUN
fcis-30943	25	10	visualization	visualization	NOUN
fcis-30943	25	11	and	and	CCONJ
fcis-30943	25	12	statistical	statistical	ADJ
fcis-30943	25	13	analysis	analysis	NOUN
fcis-30943	25	14	,	,	PUNCT
fcis-30943	25	15	differential	differential	ADJ
fcis-30943	25	16	privacy	privacy	NOUN
fcis-30943	25	17	techniques	technique	NOUN
fcis-30943	25	18	protect	protect	VERB
fcis-30943	25	19	privacy	privacy	NOUN
fcis-30943	25	20	by	by	ADP
fcis-30943	25	21	adding	add	VERB
fcis-30943	25	22	noise	noise	NOUN
fcis-30943	25	23	when	when	SCONJ
fcis-30943	25	24	plotting	plot	VERB
fcis-30943	25	25	heat	heat	NOUN
fcis-30943	25	26	maps	map	NOUN
fcis-30943	25	27	,	,	PUNCT
fcis-30943	25	28	histograms	histogram	NOUN
fcis-30943	25	29	,	,	PUNCT
fcis-30943	25	30	or	or	CCONJ
fcis-30943	25	31	calculating	calculate	VERB
fcis-30943	25	32	statistics	statistic	NOUN
fcis-30943	25	33	such	such	ADJ
fcis-30943	25	34	as	as	ADP
fcis-30943	25	35	mean	mean	ADJ
fcis-30943	25	36	and	and	CCONJ
fcis-30943	25	37	median	median	ADJ
fcis-30943	25	38	.	.	PUNCT
fcis-30943	26	1	this	this	DET
fcis-30943	26	2	approach	approach	NOUN
fcis-30943	26	3	provides	provide	VERB
fcis-30943	26	4	accurate	accurate	ADJ
fcis-30943	26	5	statistical	statistical	ADJ
fcis-30943	26	6	analysis	analysis	NOUN
fcis-30943	26	7	results	result	NOUN
fcis-30943	26	8	without	without	ADP
fcis-30943	26	9	compromising	compromise	VERB
fcis-30943	26	10	privacy	privacy	NOUN
fcis-30943	26	11	.	.	PUNCT
fcis-30943	27	1	2.2.5	2.2.5	X
fcis-30943	27	2	.	.	PUNCT
fcis-30943	27	3	financial	financial	ADJ
fcis-30943	27	4	data	datum	NOUN
fcis-30943	27	5	analysis	analysis	NOUN
fcis-30943	27	6	in	in	ADP
fcis-30943	27	7	the	the	DET
fcis-30943	27	8	financial	financial	ADJ
fcis-30943	27	9	field	field	NOUN
fcis-30943	27	10	,	,	PUNCT
fcis-30943	27	11	differential	differential	NOUN
fcis-30943	27	12	privacy	privacy	NOUN
fcis-30943	27	13	techniques	technique	NOUN
fcis-30943	27	14	also	also	ADV
fcis-30943	27	15	play	play	VERB
fcis-30943	27	16	an	an	DET
fcis-30943	27	17	important	important	ADJ
fcis-30943	27	18	role	role	NOUN
fcis-30943	27	19	.	.	PUNCT
fcis-30943	28	1	for	for	ADP
fcis-30943	28	2	example	example	NOUN
fcis-30943	28	3	,	,	PUNCT
fcis-30943	28	4	in	in	ADP
fcis-30943	28	5	statistical	statistical	ADJ
fcis-30943	28	6	analysis	analysis	NOUN
fcis-30943	28	7	of	of	ADP
fcis-30943	28	8	financial	financial	ADJ
fcis-30943	28	9	data	datum	NOUN
fcis-30943	28	10	and	and	CCONJ
fcis-30943	28	11	querying	query	VERB
fcis-30943	28	12	of	of	ADP
fcis-30943	28	13	transaction	transaction	NOUN
fcis-30943	28	14	data	datum	NOUN
fcis-30943	28	15	,	,	PUNCT
fcis-30943	28	16	by	by	ADP
fcis-30943	28	17	adding	add	VERB
fcis-30943	28	18	noise	noise	NOUN
fcis-30943	28	19	,	,	PUNCT
fcis-30943	28	20	differential	differential	NOUN
fcis-30943	28	21	privacy	privacy	NOUN
fcis-30943	28	22	techniques	technique	NOUN
fcis-30943	28	23	can	can	AUX
fcis-30943	28	24	provide	provide	VERB
fcis-30943	28	25	powerful	powerful	ADJ
fcis-30943	28	26	analysis	analysis	NOUN
fcis-30943	28	27	and	and	CCONJ
fcis-30943	28	28	processing	processing	NOUN
fcis-30943	28	29	capabilities	capability	NOUN
fcis-30943	28	30	without	without	ADP
fcis-30943	28	31	compromising	compromise	VERB
fcis-30943	28	32	privacy	privacy	NOUN
fcis-30943	28	33	.	.	PUNCT
fcis-30943	29	1	2.3	2.3	NUM
fcis-30943	29	2	.	.	PUNCT
fcis-30943	30	1	variations	variation	NOUN
fcis-30943	30	2	and	and	CCONJ
fcis-30943	30	3	improvements	improvement	NOUN
fcis-30943	30	4	in	in	ADP
fcis-30943	30	5	differential	differential	ADJ
fcis-30943	30	6	privacy	privacy	NOUN
fcis-30943	30	7	adaptation	adaptation	NOUN
fcis-30943	30	8	to	to	ADP
fcis-30943	30	9	business	business	NOUN
fcis-30943	30	10	data	datum	NOUN
fcis-30943	30	11	2.3.1	2.3.1	NUM
fcis-30943	30	12	.	.	PUNCT
fcis-30943	30	13	privacy	privacy	NOUN
fcis-30943	30	14	budget	budget	NOUN
fcis-30943	30	15	management	management	NOUN
fcis-30943	30	16	for	for	ADP
fcis-30943	30	17	differential	differential	NOUN
fcis-30943	30	18	privacy	privacy	NOUN
fcis-30943	30	19	privacy	privacy	NOUN
fcis-30943	30	20	budget	budget	NOUN
fcis-30943	30	21	management	management	NOUN
fcis-30943	30	22	refers	refer	VERB
fcis-30943	30	23	to	to	ADP
fcis-30943	30	24	the	the	DET
fcis-30943	30	25	reasonable	reasonable	ADJ
fcis-30943	30	26	allocation	allocation	NOUN
fcis-30943	30	27	of	of	ADP
fcis-30943	30	28	privacy	privacy	NOUN
fcis-30943	30	29	budget	budget	NOUN
fcis-30943	30	30	in	in	ADP
fcis-30943	30	31	multiple	multiple	ADJ
fcis-30943	30	32	queries	query	NOUN
fcis-30943	30	33	or	or	CCONJ
fcis-30943	30	34	data	datum	NOUN
fcis-30943	30	35	releases	release	NOUN
fcis-30943	30	36	to	to	PART
fcis-30943	30	37	balance	balance	VERB
fcis-30943	30	38	privacy	privacy	NOUN
fcis-30943	30	39	protection	protection	NOUN
fcis-30943	30	40	and	and	CCONJ
fcis-30943	30	41	data	datum	NOUN
fcis-30943	30	42	utility	utility	NOUN
fcis-30943	30	43	.	.	PUNCT
fcis-30943	31	1	by	by	ADP
fcis-30943	31	2	reasonably	reasonably	ADV
fcis-30943	31	3	allocating	allocate	VERB
fcis-30943	31	4	the	the	DET
fcis-30943	31	5	privacy	privacy	NOUN
fcis-30943	31	6	budget	budget	NOUN
fcis-30943	31	7	,	,	PUNCT
fcis-30943	31	8	the	the	DET
fcis-30943	31	9	utility	utility	NOUN
fcis-30943	31	10	of	of	ADP
fcis-30943	31	11	data	datum	NOUN
fcis-30943	31	12	is	be	AUX
fcis-30943	31	13	maximized	maximize	VERB
fcis-30943	31	14	,	,	PUNCT
fcis-30943	31	15	resource	resource	NOUN
fcis-30943	31	16	optimization	optimization	NOUN
fcis-30943	31	17	is	be	AUX
fcis-30943	31	18	achieved	achieve	VERB
fcis-30943	31	19	,	,	PUNCT
fcis-30943	31	20	and	and	CCONJ
fcis-30943	31	21	the	the	DET
fcis-30943	31	22	continuity	continuity	NOUN
fcis-30943	31	23	of	of	ADP
fcis-30943	31	24	privacy	privacy	NOUN
fcis-30943	31	25	protection	protection	NOUN
fcis-30943	31	26	can	can	AUX
fcis-30943	31	27	be	be	AUX
fcis-30943	31	28	protected	protect	VERB
fcis-30943	31	29	for	for	ADP
fcis-30943	31	30	a	a	DET
fcis-30943	31	31	long	long	ADJ
fcis-30943	31	32	period	period	NOUN
fcis-30943	31	33	of	of	ADP
fcis-30943	31	34	time	time	NOUN
fcis-30943	31	35	in	in	ADP
fcis-30943	31	36	multiple	multiple	ADJ
fcis-30943	31	37	data	datum	NOUN
fcis-30943	31	38	releases	release	NOUN
fcis-30943	31	39	,	,	PUNCT
fcis-30943	31	40	which	which	PRON
fcis-30943	31	41	is	be	AUX
fcis-30943	31	42	applicable	applicable	ADJ
fcis-30943	31	43	to	to	ADP
fcis-30943	31	44	scenarios	scenario	NOUN
fcis-30943	31	45	requiring	require	VERB
fcis-30943	31	46	multiple	multiple	ADJ
fcis-30943	31	47	data	datum	NOUN
fcis-30943	31	48	releases	release	NOUN
fcis-30943	31	49	,	,	PUNCT
fcis-30943	31	50	such	such	ADJ
fcis-30943	31	51	as	as	ADP
fcis-30943	31	52	data	datum	NOUN
fcis-30943	31	53	analytics	analytic	NOUN
fcis-30943	31	54	platforms	platform	NOUN
fcis-30943	31	55	,	,	PUNCT
fcis-30943	31	56	data	datum	NOUN
fcis-30943	31	57	sharing	sharing	NOUN
fcis-30943	31	58	systems	system	NOUN
fcis-30943	31	59	,	,	PUNCT
fcis-30943	31	60	and	and	CCONJ
fcis-30943	31	61	so	so	ADV
fcis-30943	31	62	on	on	ADV
fcis-30943	31	63	.	.	PUNCT
fcis-30943	32	1	2.3.2	2.3.2	NUM
fcis-30943	32	2	.	.	PUNCT
fcis-30943	33	1	adaptive	adaptive	PROPN
fcis-30943	33	2	differential	differential	PROPN
fcis-30943	33	3	privacy	privacy	NOUN
fcis-30943	33	4	adaptive	adaptive	PROPN
fcis-30943	33	5	differential	differential	NOUN
fcis-30943	33	6	privacy	privacy	NOUN
fcis-30943	33	7	allows	allow	VERB
fcis-30943	33	8	privacy	privacy	NOUN
fcis-30943	33	9	-	-	PUNCT
fcis-30943	33	10	preserving	preserve	VERB
fcis-30943	33	11	mechanisms	mechanism	NOUN
fcis-30943	33	12	to	to	PART
fcis-30943	33	13	dynamically	dynamically	ADV
fcis-30943	33	14	adjust	adjust	VERB
fcis-30943	33	15	the	the	DET
fcis-30943	33	16	amount	amount	NOUN
fcis-30943	33	17	of	of	ADP
fcis-30943	33	18	noise	noise	NOUN
fcis-30943	33	19	based	base	VERB
fcis-30943	33	20	on	on	ADP
fcis-30943	33	21	the	the	DET
fcis-30943	33	22	sensitivity	sensitivity	NOUN
fcis-30943	33	23	of	of	ADP
fcis-30943	33	24	the	the	DET
fcis-30943	33	25	data	datum	NOUN
fcis-30943	33	26	.	.	PUNCT
fcis-30943	34	1	for	for	ADP
fcis-30943	34	2	example	example	NOUN
fcis-30943	34	3	,	,	PUNCT
fcis-30943	34	4	increasing	increase	VERB
fcis-30943	34	5	noise	noise	NOUN
fcis-30943	34	6	when	when	SCONJ
fcis-30943	34	7	data	datum	NOUN
fcis-30943	34	8	sensitivity	sensitivity	NOUN
fcis-30943	34	9	is	be	AUX
fcis-30943	34	10	high	high	ADJ
fcis-30943	34	11	and	and	CCONJ
fcis-30943	34	12	decreasing	decrease	VERB
fcis-30943	34	13	noise	noise	NOUN
fcis-30943	34	14	when	when	SCONJ
fcis-30943	34	15	sensitivity	sensitivity	NOUN
fcis-30943	34	16	is	be	AUX
fcis-30943	34	17	low	low	ADJ
fcis-30943	34	18	.	.	PUNCT
fcis-30943	35	1	dynamically	dynamically	ADV
fcis-30943	35	2	adjusting	adjust	VERB
fcis-30943	35	3	the	the	DET
fcis-30943	35	4	privacy	privacy	NOUN
fcis-30943	35	5	protection	protection	NOUN
fcis-30943	35	6	intensity	intensity	NOUN
fcis-30943	35	7	according	accord	VERB
fcis-30943	35	8	to	to	ADP
fcis-30943	35	9	the	the	DET
fcis-30943	35	10	sensitivity	sensitivity	NOUN
fcis-30943	35	11	of	of	ADP
fcis-30943	35	12	the	the	DET
fcis-30943	35	13	data	data	NOUN
fcis-30943	35	14	improves	improve	VERB
fcis-30943	35	15	data	datum	NOUN
fcis-30943	35	16	utility	utility	NOUN
fcis-30943	35	17	and	and	CCONJ
fcis-30943	35	18	can	can	AUX
fcis-30943	35	19	adapt	adapt	VERB
fcis-30943	35	20	to	to	ADP
fcis-30943	35	21	different	different	ADJ
fcis-30943	35	22	data	datum	NOUN
fcis-30943	35	23	environments	environment	NOUN
fcis-30943	35	24	and	and	CCONJ
fcis-30943	35	25	privacy	privacy	NOUN
fcis-30943	35	26	requirements	requirement	NOUN
fcis-30943	35	27	.	.	PUNCT
fcis-30943	36	1	is	be	AUX
fcis-30943	36	2	suitable	suitable	ADJ
fcis-30943	36	3	for	for	ADP
fcis-30943	36	4	scenarios	scenario	NOUN
fcis-30943	36	5	that	that	PRON
fcis-30943	36	6	require	require	VERB
fcis-30943	36	7	dynamic	dynamic	ADJ
fcis-30943	36	8	adjustment	adjustment	NOUN
fcis-30943	36	9	of	of	ADP
fcis-30943	36	10	the	the	DET
fcis-30943	36	11	privacy	privacy	NOUN
fcis-30943	36	12	protection	protection	NOUN
fcis-30943	36	13	intensity	intensity	NOUN
fcis-30943	36	14	,	,	PUNCT
fcis-30943	36	15	such	such	ADJ
fcis-30943	36	16	as	as	ADP
fcis-30943	36	17	personalized	personalized	ADJ
fcis-30943	36	18	recommender	recommender	NOUN
fcis-30943	36	19	systems	system	NOUN
fcis-30943	36	20	,	,	PUNCT
fcis-30943	36	21	dynamic	dynamic	ADJ
fcis-30943	36	22	data	datum	NOUN
fcis-30943	36	23	distribution	distribution	NOUN
fcis-30943	36	24	,	,	PUNCT
fcis-30943	36	25	and	and	CCONJ
fcis-30943	36	26	so	so	ADV
fcis-30943	36	27	on	on	ADV
fcis-30943	36	28	.	.	PUNCT
fcis-30943	37	1	2.3.3	2.3.3	NUM
fcis-30943	37	2	.	.	PUNCT
fcis-30943	37	3	continuous	continuous	ADJ
fcis-30943	37	4	differential	differential	NOUN
fcis-30943	37	5	privacy	privacy	NOUN
fcis-30943	37	6	continuous	continuous	ADJ
fcis-30943	37	7	differential	differential	NOUN
fcis-30943	37	8	privacy	privacy	NOUN
fcis-30943	37	9	mostly	mostly	ADV
fcis-30943	37	10	protects	protect	VERB
fcis-30943	37	11	the	the	DET
fcis-30943	37	12	privacy	privacy	NOUN
fcis-30943	37	13	of	of	ADP
fcis-30943	37	14	real	real	ADJ
fcis-30943	37	15	-	-	PUNCT
fcis-30943	37	16	time	time	NOUN
fcis-30943	37	17	data	datum	NOUN
fcis-30943	37	18	streams	stream	NOUN
fcis-30943	37	19	by	by	ADP
fcis-30943	37	20	continuously	continuously	ADV
fcis-30943	37	21	adding	add	VERB
fcis-30943	37	22	noise	noise	NOUN
fcis-30943	37	23	,	,	PUNCT
fcis-30943	37	24	which	which	PRON
fcis-30943	37	25	can	can	AUX
fcis-30943	37	26	better	well	ADV
fcis-30943	37	27	adapt	adapt	VERB
fcis-30943	37	28	to	to	ADP
fcis-30943	37	29	the	the	DET
fcis-30943	37	30	dynamic	dynamic	ADJ
fcis-30943	37	31	changes	change	NOUN
fcis-30943	37	32	of	of	ADP
fcis-30943	37	33	data	datum	NOUN
fcis-30943	37	34	and	and	CCONJ
fcis-30943	37	35	ensure	ensure	VERB
fcis-30943	37	36	a	a	DET
fcis-30943	37	37	consistent	consistent	ADJ
fcis-30943	37	38	level	level	NOUN
fcis-30943	37	39	of	of	ADP
fcis-30943	37	40	privacy	privacy	NOUN
fcis-30943	37	41	protection	protection	NOUN
fcis-30943	37	42	during	during	ADP
fcis-30943	37	43	continuous	continuous	ADJ
fcis-30943	37	44	data	datum	NOUN
fcis-30943	37	45	release	release	NOUN
fcis-30943	37	46	.	.	PUNCT
fcis-30943	38	1	it	it	PRON
fcis-30943	38	2	is	be	AUX
fcis-30943	38	3	suitable	suitable	ADJ
fcis-30943	38	4	for	for	ADP
fcis-30943	38	5	data	data	NOUN
fcis-30943	38	6	streams	stream	NOUN
fcis-30943	38	7	that	that	PRON
fcis-30943	38	8	require	require	VERB
fcis-30943	38	9	real	real	ADJ
fcis-30943	38	10	-	-	PUNCT
fcis-30943	38	11	time	time	NOUN
fcis-30943	38	12	processing	processing	NOUN
fcis-30943	38	13	,	,	PUNCT
fcis-30943	38	14	such	such	ADJ
fcis-30943	38	15	as	as	ADP
fcis-30943	38	16	financial	financial	ADJ
fcis-30943	38	17	transaction	transaction	NOUN
fcis-30943	38	18	data	datum	NOUN
fcis-30943	38	19	,	,	PUNCT
fcis-30943	38	20	network	network	NOUN
fcis-30943	38	21	traffic	traffic	NOUN
fcis-30943	38	22	,	,	PUNCT
fcis-30943	38	23	etc	etc	X
fcis-30943	38	24	.	.	X
fcis-30943	39	1	it	it	PRON
fcis-30943	39	2	can	can	AUX
fcis-30943	39	3	adapt	adapt	VERB
fcis-30943	39	4	to	to	ADP
fcis-30943	39	5	the	the	DET
fcis-30943	39	6	dynamic	dynamic	ADJ
fcis-30943	39	7	changes	change	NOUN
fcis-30943	39	8	of	of	ADP
fcis-30943	39	9	data	datum	NOUN
fcis-30943	39	10	and	and	CCONJ
fcis-30943	39	11	maintain	maintain	VERB
fcis-30943	39	12	the	the	DET
fcis-30943	39	13	continuity	continuity	NOUN
fcis-30943	39	14	of	of	ADP
fcis-30943	39	15	privacy	privacy	NOUN
fcis-30943	39	16	protection	protection	NOUN
fcis-30943	39	17	,	,	PUNCT
fcis-30943	39	18	and	and	CCONJ
fcis-30943	39	19	can	can	AUX
fcis-30943	39	20	be	be	AUX
fcis-30943	39	21	applied	apply	VERB
fcis-30943	39	22	to	to	ADP
fcis-30943	39	23	real	real	ADJ
fcis-30943	39	24	-	-	PUNCT
fcis-30943	39	25	time	time	NOUN
fcis-30943	39	26	data	datum	NOUN
fcis-30943	39	27	analysis	analysis	NOUN
fcis-30943	39	28	,	,	PUNCT
fcis-30943	39	29	iot	iot	PROPN
fcis-30943	39	30	data	datum	NOUN
fcis-30943	39	31	streams	stream	NOUN
fcis-30943	39	32	,	,	PUNCT
fcis-30943	39	33	and	and	CCONJ
fcis-30943	39	34	online	online	ADJ
fcis-30943	39	35	learning	learning	NOUN
fcis-30943	39	36	.	.	PUNCT
fcis-30943	40	1	2.3.4	2.3.4	X
fcis-30943	40	2	.	.	PUNCT
fcis-30943	40	3	local	local	ADJ
fcis-30943	40	4	differential	differential	NOUN
fcis-30943	40	5	privacy	privacy	NOUN
fcis-30943	40	6	localized	localize	VERB
fcis-30943	40	7	differential	differential	NOUN
fcis-30943	40	8	privacy	privacy	NOUN
fcis-30943	40	9	is	be	AUX
fcis-30943	40	10	a	a	DET
fcis-30943	40	11	method	method	NOUN
fcis-30943	40	12	to	to	PART
fcis-30943	40	13	protect	protect	VERB
fcis-30943	40	14	privacy	privacy	NOUN
fcis-30943	40	15	directly	directly	ADV
fcis-30943	40	16	at	at	ADP
fcis-30943	40	17	the	the	DET
fcis-30943	40	18	data	data	NOUN
fcis-30943	40	19	source	source	NOUN
fcis-30943	40	20	(	(	PUNCT
fcis-30943	40	21	client	client	NOUN
fcis-30943	40	22	)	)	PUNCT
fcis-30943	40	23	,	,	PUNCT
fcis-30943	40	24	ensuring	ensure	VERB
fcis-30943	40	25	that	that	SCONJ
fcis-30943	40	26	the	the	DET
fcis-30943	40	27	data	datum	NOUN
fcis-30943	40	28	has	have	AUX
fcis-30943	40	29	been	be	AUX
fcis-30943	40	30	privacy	privacy	NOUN
fcis-30943	40	31	-	-	PUNCT
fcis-30943	40	32	protected	protect	VERB
fcis-30943	40	33	before	before	SCONJ
fcis-30943	40	34	it	it	PRON
fcis-30943	40	35	is	be	AUX
fcis-30943	40	36	uploaded	upload	VERB
fcis-30943	40	37	to	to	ADP
fcis-30943	40	38	the	the	DET
fcis-30943	40	39	server	server	NOUN
fcis-30943	40	40	,	,	PUNCT
fcis-30943	40	41	so	so	SCONJ
fcis-30943	40	42	that	that	SCONJ
fcis-30943	40	43	even	even	ADV
fcis-30943	40	44	if	if	SCONJ
fcis-30943	40	45	the	the	DET
fcis-30943	40	46	data	data	NOUN
fcis-30943	40	47	collector	collector	NOUN
fcis-30943	40	48	is	be	AUX
fcis-30943	40	49	not	not	PART
fcis-30943	40	50	trustworthy	trustworthy	ADJ
fcis-30943	40	51	,	,	PUNCT
fcis-30943	40	52	the	the	DET
fcis-30943	40	53	user	user	NOUN
fcis-30943	40	54	's	's	PART
fcis-30943	40	55	privacy	privacy	NOUN
fcis-30943	40	56	can	can	AUX
fcis-30943	40	57	not	not	PART
fcis-30943	40	58	be	be	AUX
fcis-30943	40	59	inferred	infer	VERB
fcis-30943	40	60	.	.	PUNCT
fcis-30943	41	1	it	it	PRON
fcis-30943	41	2	is	be	AUX
fcis-30943	41	3	particularly	particularly	ADV
fcis-30943	41	4	suitable	suitable	ADJ
fcis-30943	41	5	for	for	ADP
fcis-30943	41	6	distributed	distribute	VERB
fcis-30943	41	7	scenarios	scenario	NOUN
fcis-30943	41	8	such	such	ADJ
fcis-30943	41	9	as	as	ADP
fcis-30943	41	10	internet	internet	NOUN
fcis-30943	41	11	of	of	ADP
fcis-30943	41	12	things	thing	NOUN
fcis-30943	41	13	(	(	PUNCT
fcis-30943	41	14	iot	iot	NOUN
fcis-30943	41	15	)	)	PUNCT
fcis-30943	41	16	and	and	CCONJ
fcis-30943	41	17	mobile	mobile	ADJ
fcis-30943	41	18	devices	device	NOUN
fcis-30943	41	19	,	,	PUNCT
fcis-30943	41	20	and	and	CCONJ
fcis-30943	41	21	is	be	AUX
fcis-30943	41	22	widely	widely	ADV
fcis-30943	41	23	used	use	VERB
fcis-30943	41	24	in	in	ADP
fcis-30943	41	25	privacy	privacy	NOUN
fcis-30943	41	26	-	-	PUNCT
fcis-30943	41	27	preserving	preserve	VERB
fcis-30943	41	28	search	search	NOUN
fcis-30943	41	29	engines	engine	NOUN
fcis-30943	41	30	,	,	PUNCT
fcis-30943	41	31	advertising	advertising	NOUN
fcis-30943	41	32	systems	system	NOUN
fcis-30943	41	33	,	,	PUNCT
fcis-30943	41	34	and	and	CCONJ
fcis-30943	41	35	mobile	mobile	ADJ
fcis-30943	41	36	application	application	NOUN
fcis-30943	41	37	data	datum	NOUN
fcis-30943	41	38	analysis	analysis	NOUN
fcis-30943	41	39	.	.	PUNCT
fcis-30943	42	1	the	the	DET
fcis-30943	42	2	definition	definition	NOUN
fcis-30943	42	3	of	of	ADP
fcis-30943	42	4	ldp	ldp	PROPN
fcis-30943	42	5	can	can	AUX
fcis-30943	42	6	be	be	AUX
fcis-30943	42	7	formalized	formalize	VERB
fcis-30943	42	8	as	as	SCONJ
fcis-30943	42	9	follows	follow	VERB
fcis-30943	42	10	:	:	PUNCT
fcis-30943	42	11	for	for	ADP
fcis-30943	42	12	any	any	DET
fcis-30943	42	13	two	two	NUM
fcis-30943	42	14	adjacent	adjacent	ADJ
fcis-30943	42	15	datasets	dataset	NOUN
fcis-30943	42	16	d	d	NOUN
fcis-30943	42	17	and	and	CCONJ
fcis-30943	42	18	d′	d′	PROPN
fcis-30943	42	19	and	and	CCONJ
fcis-30943	42	20	any	any	DET
fcis-30943	42	21	possible	possible	ADJ
fcis-30943	42	22	output	output	NOUN
fcis-30943	42	23	y	y	PROPN
fcis-30943	42	24	,	,	PUNCT
fcis-30943	42	25	an	an	DET
fcis-30943	42	26	algorithm	algorithm	NOUN
fcis-30943	42	27	a	a	PRON
fcis-30943	42	28	is	be	AUX
fcis-30943	42	29	called	call	VERB
fcis-30943	42	30	a	a	DET
fcis-30943	42	31	(	(	PUNCT
fcis-30943	42	32	ε	ε	PROPN
fcis-30943	42	33	,	,	PUNCT
fcis-30943	42	34	δ)-local	δ)-local	ADJ
fcis-30943	42	35	differential	differential	NOUN
fcis-30943	42	36	privacy	privacy	NOUN
fcis-30943	42	37	algorithm	algorithm	NOUN
fcis-30943	42	38	if	if	SCONJ
fcis-30943	42	39	it	it	PRON
fcis-30943	42	40	satisfies	satisfy	VERB
fcis-30943	42	41	the	the	DET
fcis-30943	42	42	following	follow	VERB
fcis-30943	42	43	condition	condition	NOUN
fcis-30943	42	44	:	:	PUNCT
fcis-30943	42	45	pr[a(x)∈y	pr[a(x)∈y	NOUN
fcis-30943	42	46	]	]	PUNCT
fcis-30943	42	47	≤	≤	NUM
fcis-30943	42	48	eεpr[a(x′	eεpr[a(x′	ADJ
fcis-30943	42	49	)	)	PUNCT
fcis-30943	42	50	∈y	∈y	PROPN
fcis-30943	42	51	]	]	PUNCT
fcis-30943	43	1	+	+	CCONJ
fcis-30943	43	2	δ	δ	NOUN
fcis-30943	43	3	where	where	SCONJ
fcis-30943	43	4	x	x	PUNCT
fcis-30943	43	5	and	and	CCONJ
fcis-30943	43	6	x′	x′	PROPN
fcis-30943	43	7	are	be	AUX
fcis-30943	43	8	individual	individual	ADJ
fcis-30943	43	9	data	datum	NOUN
fcis-30943	43	10	points	point	NOUN
fcis-30943	43	11	in	in	ADP
fcis-30943	43	12	d	d	PROPN
fcis-30943	43	13	and	and	CCONJ
fcis-30943	43	14	d′	d′	PROPN
fcis-30943	43	15	,	,	PUNCT
fcis-30943	43	16	respectively	respectively	ADV
fcis-30943	43	17	.	.	PUNCT
fcis-30943	44	1	3	3	X
fcis-30943	44	2	.	.	X
fcis-30943	44	3	analysis	analysis	NOUN
fcis-30943	44	4	of	of	ADP
fcis-30943	44	5	the	the	DET
fcis-30943	44	6	current	current	ADJ
fcis-30943	44	7	state	state	NOUN
fcis-30943	44	8	of	of	ADP
fcis-30943	44	9	research	research	NOUN
fcis-30943	44	10	3.1	3.1	NUM
fcis-30943	44	11	.	.	PUNCT
fcis-30943	45	1	chronological	chronological	ADJ
fcis-30943	45	2	research	research	NOUN
fcis-30943	45	3	development	development	NOUN
fcis-30943	45	4	the	the	DET
fcis-30943	45	5	concept	concept	NOUN
fcis-30943	45	6	of	of	ADP
fcis-30943	45	7	differential	differential	ADJ
fcis-30943	45	8	privacy	privacy	NOUN
fcis-30943	45	9	was	be	AUX
fcis-30943	45	10	first	first	ADV
fcis-30943	45	11	formally	formally	ADV
fcis-30943	45	12	introduced	introduce	VERB
fcis-30943	45	13	by	by	ADP
fcis-30943	45	14	cynthia	cynthia	PROPN
fcis-30943	45	15	dwork	dwork	NOUN
fcis-30943	45	16	in	in	ADP
fcis-30943	45	17	2006	2006	NUM
fcis-30943	45	18	,	,	PUNCT
fcis-30943	45	19	by	by	ADP
fcis-30943	45	20	adding	add	VERB
fcis-30943	45	21	noise	noise	NOUN
fcis-30943	45	22	to	to	ADP
fcis-30943	45	23	the	the	DET
fcis-30943	45	24	data	datum	NOUN
fcis-30943	45	25	,	,	PUNCT
fcis-30943	45	26	making	make	VERB
fcis-30943	45	27	it	it	PRON
fcis-30943	45	28	impossible	impossible	ADJ
fcis-30943	45	29	for	for	SCONJ
fcis-30943	45	30	an	an	DET
fcis-30943	45	31	attacker	attacker	NOUN
fcis-30943	45	32	to	to	PART
fcis-30943	45	33	infer	infer	VERB
fcis-30943	45	34	the	the	DET
fcis-30943	45	35	existence	existence	NOUN
fcis-30943	45	36	or	or	CCONJ
fcis-30943	45	37	non	non	ADJ
fcis-30943	45	38	-	-	NOUN
fcis-30943	45	39	existence	existence	NOUN
fcis-30943	45	40	of	of	ADP
fcis-30943	45	41	individual	individual	ADJ
fcis-30943	45	42	data	datum	NOUN
fcis-30943	45	43	records	record	NOUN
fcis-30943	45	44	from	from	ADP
fcis-30943	45	45	the	the	DET
fcis-30943	45	46	query	query	NOUN
fcis-30943	45	47	results	result	VERB
fcis-30943	46	1	[	[	X
fcis-30943	46	2	4	4	NUM
fcis-30943	46	3	]	]	PUNCT
fcis-30943	46	4	.	.	PUNCT
fcis-30943	47	1	in	in	ADP
fcis-30943	47	2	2007	2007	NUM
fcis-30943	47	3	,	,	PUNCT
fcis-30943	47	4	dwork	dwork	NOUN
fcis-30943	47	5	et	et	PROPN
fcis-30943	47	6	al	al	PROPN
fcis-30943	47	7	.	.	PROPN
fcis-30943	47	8	further	further	PROPN
fcis-30943	47	9	proposed	propose	VERB
fcis-30943	47	10	a	a	DET
fcis-30943	47	11	laplace	laplace	NOUN
fcis-30943	47	12	noise	noise	NOUN
fcis-30943	47	13	-	-	PUNCT
fcis-30943	47	14	based	base	VERB
fcis-30943	47	15	differential	differential	NOUN
fcis-30943	47	16	privacy	privacy	NOUN
fcis-30943	47	17	mechanism	mechanism	NOUN
fcis-30943	47	18	,	,	PUNCT
fcis-30943	47	19	which	which	PRON
fcis-30943	47	20	preserves	preserve	VERB
fcis-30943	47	21	the	the	DET
fcis-30943	47	22	statistical	statistical	ADJ
fcis-30943	47	23	properties	property	NOUN
fcis-30943	47	24	of	of	ADP
fcis-30943	47	25	the	the	DET
fcis-30943	47	26	data	datum	NOUN
fcis-30943	47	27	while	while	SCONJ
fcis-30943	47	28	protecting	protect	VERB
fcis-30943	47	29	privacy	privacy	NOUN
fcis-30943	47	30	.	.	PUNCT
fcis-30943	48	1	subsequently	subsequently	ADV
fcis-30943	48	2	,	,	PUNCT
fcis-30943	48	3	differential	differential	ADJ
fcis-30943	48	4	privacy	privacy	NOUN
fcis-30943	48	5	techniques	technique	NOUN
fcis-30943	48	6	have	have	AUX
fcis-30943	48	7	made	make	VERB
fcis-30943	48	8	important	important	ADJ
fcis-30943	48	9	advances	advance	NOUN
fcis-30943	48	10	in	in	ADP
fcis-30943	48	11	several	several	ADJ
fcis-30943	48	12	areas	area	NOUN
fcis-30943	48	13	.	.	PUNCT
fcis-30943	49	1	in	in	ADP
fcis-30943	49	2	2010	2010	NUM
fcis-30943	49	3	,	,	PUNCT
fcis-30943	49	4	research	research	NOUN
fcis-30943	49	5	began	begin	VERB
fcis-30943	49	6	to	to	PART
fcis-30943	49	7	focus	focus	VERB
fcis-30943	49	8	on	on	ADP
fcis-30943	49	9	the	the	DET
fcis-30943	49	10	application	application	NOUN
fcis-30943	49	11	of	of	ADP
fcis-30943	49	12	differential	differential	ADJ
fcis-30943	49	13	privacy	privacy	NOUN
fcis-30943	49	14	to	to	ADP
fcis-30943	49	15	real	real	ADJ
fcis-30943	49	16	datasets	dataset	NOUN
fcis-30943	49	17	[	[	X
fcis-30943	49	18	5	5	NUM
fcis-30943	49	19	]	]	PUNCT
fcis-30943	49	20	.	.	PUNCT
fcis-30943	50	1	in	in	ADP
fcis-30943	50	2	2011	2011	NUM
fcis-30943	50	3	,	,	PUNCT
fcis-30943	50	4	the	the	DET
fcis-30943	50	5	(	(	PUNCT
fcis-30943	50	6	ε	ε	PROPN
fcis-30943	50	7	,	,	PUNCT
fcis-30943	50	8	δ)-differential	δ)-differential	ADJ
fcis-30943	50	9	privacy	privacy	NOUN
fcis-30943	50	10	variant	variant	NOUN
fcis-30943	50	11	was	be	AUX
fcis-30943	50	12	proposed	propose	VERB
fcis-30943	50	13	for	for	ADP
fcis-30943	50	14	scenarios	scenario	NOUN
fcis-30943	50	15	that	that	PRON
fcis-30943	50	16	require	require	VERB
fcis-30943	50	17	trade	trade	NOUN
fcis-30943	50	18	-	-	PUNCT
fcis-30943	50	19	offs	off	NOUN
fcis-30943	50	20	between	between	ADP
fcis-30943	50	21	privacy	privacy	NOUN
fcis-30943	50	22	and	and	CCONJ
fcis-30943	50	23	utility	utility	NOUN
fcis-30943	50	24	[	[	X
fcis-30943	50	25	6	6	NUM
fcis-30943	50	26	,	,	PUNCT
fcis-30943	50	27	7	7	NUM
fcis-30943	50	28	]	]	PUNCT
fcis-30943	50	29	.	.	PUNCT
fcis-30943	51	1	in	in	ADP
fcis-30943	51	2	2012	2012	NUM
fcis-30943	51	3	,	,	PUNCT
fcis-30943	51	4	the	the	DET
fcis-30943	51	5	gradient	gradient	ADJ
fcis-30943	51	6	descent	descent	NOUN
fcis-30943	51	7	algorithm	algorithm	NOUN
fcis-30943	51	8	for	for	ADP
fcis-30943	51	9	differential	differential	ADJ
fcis-30943	51	10	privacy	privacy	NOUN
fcis-30943	51	11	optimization	optimization	NOUN
fcis-30943	51	12	(	(	PUNCT
fcis-30943	51	13	dp	dp	NOUN
fcis-30943	51	14	-sgd	-sgd	NOUN
fcis-30943	51	15	)	)	PUNCT
fcis-30943	51	16	was	be	AUX
fcis-30943	51	17	proposed	propose	VERB
fcis-30943	51	18	to	to	PART
fcis-30943	51	19	protect	protect	VERB
fcis-30943	51	20	the	the	DET
fcis-30943	51	21	privacy	privacy	NOUN
fcis-30943	51	22	of	of	ADP
fcis-30943	51	23	machine	machine	NOUN
fcis-30943	51	24	learning	learn	VERB
fcis-30943	51	25	training	training	NOUN
fcis-30943	51	26	data	datum	NOUN
fcis-30943	51	27	.	.	PUNCT
fcis-30943	52	1	in	in	ADP
fcis-30943	52	2	2014	2014	NUM
fcis-30943	52	3	,	,	PUNCT
fcis-30943	52	4	google	google	PROPN
fcis-30943	52	5	introduced	introduce	VERB
fcis-30943	52	6	rappor	rappor	NOUN
fcis-30943	52	7	(	(	PUNCT
fcis-30943	52	8	randomized	randomize	VERB
fcis-30943	52	9	aggregatable	aggregatable	ADJ
fcis-30943	52	10	privacy	privacy	NOUN
fcis-30943	52	11	-	-	PUNCT
fcis-30943	52	12	preserving	preserve	VERB
fcis-30943	52	13	ordinal	ordinal	ADJ
fcis-30943	52	14	response	response	NOUN
fcis-30943	52	15	)	)	PUNCT
fcis-30943	52	16	,	,	PUNCT
fcis-30943	52	17	which	which	PRON
fcis-30943	52	18	is	be	AUX
fcis-30943	52	19	a	a	DET
fcis-30943	52	20	technique	technique	NOUN
fcis-30943	52	21	based	base	VERB
fcis-30943	52	22	on	on	ADP
fcis-30943	52	23	local	local	ADJ
fcis-30943	52	24	differential	differential	NOUN
fcis-30943	52	25	privacy	privacy	NOUN
fcis-30943	52	26	(	(	PUNCT
fcis-30943	52	27	ldp	ldp	PROPN
fcis-30943	52	28	)	)	PUNCT
fcis-30943	52	29	that	that	PRON
fcis-30943	52	30	enables	enable	VERB
fcis-30943	52	31	the	the	DET
fcis-30943	52	32	privacy	privacy	NOUN
fcis-30943	52	33	of	of	ADP
fcis-30943	52	34	data	datum	NOUN
fcis-30943	52	35	directly	directly	ADV
fcis-30943	52	36	on	on	ADP
fcis-30943	52	37	the	the	DET
fcis-30943	52	38	client	client	NOUN
fcis-30943	52	39	side	side	NOUN
fcis-30943	53	1	[	[	X
fcis-30943	53	2	8	8	NUM
fcis-30943	53	3	]	]	PUNCT
fcis-30943	53	4	.	.	PUNCT
fcis-30943	54	1	in	in	ADP
fcis-30943	54	2	2015	2015	NUM
fcis-30943	54	3	,	,	PUNCT
fcis-30943	54	4	the	the	DET
fcis-30943	54	5	research	research	NOUN
fcis-30943	54	6	began	begin	VERB
fcis-30943	54	7	to	to	PART
fcis-30943	54	8	explore	explore	VERB
fcis-30943	54	9	the	the	DET
fcis-30943	54	10	application	application	NOUN
fcis-30943	54	11	of	of	ADP
fcis-30943	54	12	differential	differential	ADJ
fcis-30943	54	13	privacy	privacy	NOUN
fcis-30943	54	14	to	to	ADP
fcis-30943	54	15	internet	internet	NOUN
fcis-30943	54	16	of	of	ADP
fcis-30943	54	17	things	thing	NOUN
fcis-30943	54	18	(	(	PUNCT
fcis-30943	54	19	iot	iot	NOUN
fcis-30943	54	20	)	)	PUNCT
fcis-30943	54	21	data	datum	NOUN
fcis-30943	54	22	,	,	PUNCT
fcis-30943	54	23	proposing	propose	VERB
fcis-30943	54	24	differential	differential	ADJ
fcis-30943	54	25	privacy	privacy	NOUN
fcis-30943	54	26	mechanisms	mechanism	NOUN
fcis-30943	54	27	applicable	applicable	ADJ
fcis-30943	54	28	to	to	ADP
fcis-30943	54	29	iot	iot	PROPN
fcis-30943	54	30	devices	device	NOUN
fcis-30943	54	31	to	to	PART
fcis-30943	54	32	protect	protect	VERB
fcis-30943	54	33	sensor	sensor	NOUN
fcis-30943	54	34	data	data	NOUN
fcis-30943	54	35	privacy	privacy	NOUN
fcis-30943	54	36	.	.	PUNCT
fcis-30943	55	1	in	in	ADP
fcis-30943	55	2	2016	2016	NUM
fcis-30943	55	3	,	,	PUNCT
fcis-30943	55	4	breakthroughs	breakthrough	NOUN
fcis-30943	55	5	were	be	AUX
fcis-30943	55	6	made	make	VERB
fcis-30943	55	7	in	in	ADP
fcis-30943	55	8	the	the	DET
fcis-30943	55	9	application	application	NOUN
fcis-30943	55	10	of	of	ADP
fcis-30943	55	11	differential	differential	ADJ
fcis-30943	55	12	privacy	privacy	NOUN
fcis-30943	55	13	in	in	ADP
fcis-30943	55	14	deep	deep	ADJ
fcis-30943	55	15	learning	learning	NOUN
fcis-30943	55	16	,	,	PUNCT
fcis-30943	55	17	and	and	CCONJ
fcis-30943	55	18	optimized	optimize	VERB
fcis-30943	55	19	deep	deep	ADJ
fcis-30943	55	20	learning	learning	NOUN
fcis-30943	55	21	algorithms	algorithm	NOUN
fcis-30943	55	22	were	be	AUX
fcis-30943	55	23	proposed	propose	VERB
fcis-30943	55	24	,	,	PUNCT
fcis-30943	55	25	which	which	PRON
fcis-30943	55	26	were	be	AUX
fcis-30943	55	27	widely	widely	ADV
fcis-30943	55	28	used	use	VERB
fcis-30943	55	29	in	in	ADP
fcis-30943	55	30	tasks	task	NOUN
fcis-30943	55	31	such	such	ADJ
fcis-30943	55	32	as	as	ADP
fcis-30943	55	33	image	image	NOUN
fcis-30943	55	34	classification	classification	NOUN
fcis-30943	55	35	and	and	CCONJ
fcis-30943	55	36	natural	natural	ADJ
fcis-30943	55	37	language	language	NOUN
fcis-30943	55	38	processing	processing	NOUN
fcis-30943	55	39	[	[	X
fcis-30943	55	40	9	9	NUM
fcis-30943	55	41	]	]	PUNCT
fcis-30943	55	42	.	.	PUNCT
fcis-30943	56	1	in	in	ADP
fcis-30943	56	2	2017	2017	NUM
fcis-30943	56	3	,	,	PUNCT
fcis-30943	56	4	a	a	DET
fcis-30943	56	5	privacy	privacy	NOUN
fcis-30943	56	6	budget	budget	NOUN
fcis-30943	56	7	management	management	NOUN
fcis-30943	56	8	mechanism	mechanism	NOUN
fcis-30943	56	9	was	be	AUX
fcis-30943	56	10	proposed	propose	VERB
fcis-30943	56	11	,	,	PUNCT
fcis-30943	56	12	which	which	PRON
fcis-30943	56	13	reasonably	reasonably	ADV
fcis-30943	56	14	allocates	allocate	VERB
fcis-30943	56	15	the	the	DET
fcis-30943	56	16	privacy	privacy	NOUN
fcis-30943	56	17	budget	budget	NOUN
fcis-30943	56	18	to	to	PART
fcis-30943	56	19	maximize	maximize	VERB
fcis-30943	56	20	the	the	DET
fcis-30943	56	21	utility	utility	NOUN
fcis-30943	56	22	of	of	ADP
fcis-30943	56	23	the	the	DET
fcis-30943	56	24	data	datum	NOUN
fcis-30943	56	25	,	,	PUNCT
fcis-30943	56	26	and	and	CCONJ
fcis-30943	56	27	the	the	DET
fcis-30943	56	28	differential	differential	ADJ
fcis-30943	56	29	privacy	privacy	NOUN
fcis-30943	56	30	technique	technique	NOUN
fcis-30943	56	31	has	have	AUX
fcis-30943	56	32	been	be	AUX
fcis-30943	56	33	widely	widely	ADV
fcis-30943	56	34	used	use	VERB
fcis-30943	56	35	in	in	ADP
fcis-30943	56	36	the	the	DET
fcis-30943	56	37	fields	field	NOUN
fcis-30943	56	38	of	of	ADP
fcis-30943	56	39	data	datum	NOUN
fcis-30943	56	40	mining	mining	NOUN
fcis-30943	56	41	,	,	PUNCT
fcis-30943	56	42	data	datum	NOUN
fcis-30943	56	43	publishing	publishing	NOUN
fcis-30943	56	44	,	,	PUNCT
fcis-30943	56	45	and	and	CCONJ
fcis-30943	56	46	machine	machine	NOUN
fcis-30943	56	47	learning	learn	VERB
fcis-30943	56	48	[	[	X
fcis-30943	56	49	10	10	NUM
fcis-30943	56	50	]	]	PUNCT
fcis-30943	56	51	.	.	PUNCT
fcis-30943	57	1	in	in	ADP
fcis-30943	57	2	2018	2018	NUM
fcis-30943	57	3	,	,	PUNCT
fcis-30943	57	4	adaptive	adaptive	ADJ
fcis-30943	57	5	differential	differential	NOUN
fcis-30943	57	6	privacy	privacy	NOUN
fcis-30943	57	7	mechanism	mechanism	NOUN
fcis-30943	57	8	was	be	AUX
fcis-30943	57	9	proposed	propose	VERB
fcis-30943	57	10	to	to	PART
fcis-30943	57	11	maximize	maximize	VERB
fcis-30943	57	12	data	datum	NOUN
fcis-30943	57	13	output	output	NOUN
fcis-30943	57	14	,	,	PUNCT
fcis-30943	57	15	dynamically	dynamically	ADV
fcis-30943	57	16	adjusting	adjust	VERB
fcis-30943	57	17	the	the	DET
fcis-30943	57	18	amount	amount	NOUN
fcis-30943	57	19	of	of	ADP
fcis-30943	57	20	noise	noise	NOUN
fcis-30943	57	21	according	accord	VERB
fcis-30943	57	22	to	to	ADP
fcis-30943	57	23	data	datum	NOUN
fcis-30943	57	24	sensitivity	sensitivity	NOUN
fcis-30943	57	25	,	,	PUNCT
fcis-30943	57	26	which	which	PRON
fcis-30943	57	27	improves	improve	VERB
fcis-30943	57	28	the	the	DET
fcis-30943	57	29	adaptability	adaptability	NOUN
fcis-30943	57	30	in	in	ADP
fcis-30943	57	31	dynamic	dynamic	ADJ
fcis-30943	57	32	data	datum	NOUN
fcis-30943	57	33	environments	environment	NOUN
fcis-30943	57	34	[	[	X
fcis-30943	57	35	11	11	NUM
fcis-30943	57	36	]	]	PUNCT
fcis-30943	57	37	.	.	PUNCT
fcis-30943	58	1	in	in	ADP
fcis-30943	58	2	2020	2020	NUM
fcis-30943	58	3	,	,	PUNCT
fcis-30943	58	4	privacy	privacy	NOUN
fcis-30943	58	5	-	-	PUNCT
fcis-30943	58	6	preserving	preserve	VERB
fcis-30943	58	7	model	model	NOUN
fcis-30943	58	8	release	release	NOUN
fcis-30943	58	9	mechanisms	mechanism	NOUN
fcis-30943	58	10	are	be	AUX
fcis-30943	58	11	proposed	propose	VERB
fcis-30943	58	12	to	to	PART
fcis-30943	58	13	protect	protect	VERB
fcis-30943	58	14	the	the	DET
fcis-30943	58	15	privacy	privacy	NOUN
fcis-30943	58	16	of	of	ADP
fcis-30943	58	17	model	model	NOUN
fcis-30943	58	18	parameters	parameter	NOUN
fcis-30943	58	19	,	,	PUNCT
fcis-30943	58	20	which	which	PRON
fcis-30943	58	21	are	be	AUX
fcis-30943	58	22	widely	widely	ADV
fcis-30943	58	23	used	use	VERB
fcis-30943	58	24	in	in	ADP
fcis-30943	58	25	healthcare	healthcare	PROPN
fcis-30943	58	26	data	datum	NOUN
fcis-30943	58	27	analysis	analysis	NOUN
fcis-30943	58	28	and	and	CCONJ
fcis-30943	58	29	financial	financial	ADJ
fcis-30943	58	30	risk	risk	NOUN
fcis-30943	58	31	prediction	prediction	NOUN
fcis-30943	59	1	[	[	X
fcis-30943	59	2	12	12	NUM
fcis-30943	59	3	]	]	PUNCT
fcis-30943	59	4	.	.	PUNCT
fcis-30943	60	1	in	in	ADP
fcis-30943	60	2	2021	2021	NUM
fcis-30943	60	3	,	,	PUNCT
fcis-30943	60	4	research	research	NOUN
fcis-30943	60	5	begins	begin	VERB
fcis-30943	60	6	to	to	PART
fcis-30943	60	7	focus	focus	VERB
fcis-30943	60	8	on	on	ADP
fcis-30943	60	9	the	the	DET
fcis-30943	60	10	convergence	convergence	NOUN
fcis-30943	60	11	of	of	ADP
fcis-30943	60	12	differential	differential	ADJ
fcis-30943	60	13	privacy	privacy	NOUN
fcis-30943	60	14	and	and	CCONJ
fcis-30943	60	15	blockchain	blockchain	PROPN
fcis-30943	60	16	technology	technology	PROPN
fcis-30943	60	17	,	,	PUNCT
fcis-30943	60	18	and	and	CCONJ
fcis-30943	60	19	explores	explore	VERB
fcis-30943	60	20	how	how	SCONJ
fcis-30943	60	21	to	to	PART
fcis-30943	60	22	further	far	ADV
fcis-30943	60	23	enhance	enhance	VERB
fcis-30943	60	24	the	the	DET
fcis-30943	60	25	privacy	privacy	NOUN
fcis-30943	60	26	protection	protection	NOUN
fcis-30943	60	27	of	of	ADP
fcis-30943	60	28	data	datum	NOUN
fcis-30943	60	29	through	through	ADP
fcis-30943	60	30	blockchain	blockchain	PROPN
fcis-30943	60	31	technology	technology	PROPN
fcis-30943	61	1	[	[	X
fcis-30943	61	2	13	13	NUM
fcis-30943	61	3	]	]	PUNCT
fcis-30943	61	4	.	.	PUNCT
fcis-30943	62	1	in	in	ADP
fcis-30943	62	2	2022	2022	NUM
fcis-30943	62	3	,	,	PUNCT
fcis-30943	62	4	differential	differential	ADJ
fcis-30943	62	5	privacy	privacy	NOUN
fcis-30943	62	6	technology	technology	NOUN
fcis-30943	62	7	makes	make	VERB
fcis-30943	62	8	advances	advance	NOUN
fcis-30943	62	9	in	in	ADP
fcis-30943	62	10	the	the	DET
fcis-30943	62	11	processing	processing	NOUN
fcis-30943	62	12	of	of	ADP
fcis-30943	62	13	real	real	ADJ
fcis-30943	62	14	-	-	PUNCT
fcis-30943	62	15	time	time	NOUN
fcis-30943	62	16	data	datum	NOUN
fcis-30943	62	17	streams	stream	NOUN
fcis-30943	62	18	,	,	PUNCT
fcis-30943	62	19	and	and	CCONJ
fcis-30943	62	20	proposes	propose	VERB
fcis-30943	62	21	mechanisms	mechanism	NOUN
fcis-30943	62	22	applicable	applicable	ADJ
fcis-30943	62	23	to	to	ADP
fcis-30943	62	24	real	real	ADJ
fcis-30943	62	25	-	-	PUNCT
fcis-30943	62	26	time	time	NOUN
fcis-30943	62	27	data	datum	NOUN
fcis-30943	62	28	streams	stream	NOUN
fcis-30943	62	29	to	to	PART
fcis-30943	62	30	protect	protect	VERB
fcis-30943	62	31	the	the	DET
fcis-30943	62	32	privacy	privacy	NOUN
fcis-30943	62	33	of	of	ADP
fcis-30943	62	34	dynamic	dynamic	ADJ
fcis-30943	62	35	data	datum	NOUN
fcis-30943	62	36	,	,	PUNCT
fcis-30943	62	37	which	which	PRON
fcis-30943	62	38	are	be	AUX
fcis-30943	62	39	applied	apply	VERB
fcis-30943	62	40	to	to	ADP
fcis-30943	62	41	network	network	NOUN
fcis-30943	62	42	traffic	traffic	NOUN
fcis-30943	62	43	analysis	analysis	NOUN
fcis-30943	62	44	and	and	CCONJ
fcis-30943	62	45	financial	financial	ADJ
fcis-30943	62	46	transaction	transaction	NOUN
fcis-30943	62	47	monitoring	monitor	VERB
fcis-30943	62	48	[	[	X
fcis-30943	62	49	14	14	NUM
fcis-30943	62	50	]	]	PUNCT
fcis-30943	62	51	.	.	PUNCT
fcis-30943	63	1	processing	processing	NOUN
fcis-30943	63	2	,	,	PUNCT
fcis-30943	63	3	and	and	CCONJ
fcis-30943	63	4	propose	propose	VERB
fcis-30943	63	5	mechanisms	mechanism	NOUN
fcis-30943	63	6	applicable	applicable	ADJ
fcis-30943	63	7	to	to	ADP
fcis-30943	63	8	real	real	ADJ
fcis-30943	63	9	-	-	PUNCT
fcis-30943	63	10	time	time	NOUN
fcis-30943	63	11	data	datum	NOUN
fcis-30943	63	12	streams	stream	NOUN
fcis-30943	63	13	to	to	PART
fcis-30943	63	14	protect	protect	VERB
fcis-30943	63	15	dynamic	dynamic	ADJ
fcis-30943	63	16	data	datum	NOUN
fcis-30943	63	17	privacy	privacy	NOUN
fcis-30943	63	18	,	,	PUNCT
fcis-30943	63	19	which	which	PRON
fcis-30943	63	20	can	can	AUX
fcis-30943	63	21	be	be	AUX
fcis-30943	63	22	applied	apply	VERB
fcis-30943	63	23	to	to	ADP
fcis-30943	63	24	26	26	NUM
fcis-30943	63	25	network	network	NOUN
fcis-30943	63	26	traffic	traffic	NOUN
fcis-30943	63	27	analysis	analysis	NOUN
fcis-30943	63	28	and	and	CCONJ
fcis-30943	63	29	financial	financial	ADJ
fcis-30943	63	30	transaction	transaction	NOUN
fcis-30943	63	31	monitoring	monitor	VERB
fcis-30943	63	32	[	[	X
fcis-30943	63	33	14	14	NUM
fcis-30943	63	34	]	]	PUNCT
fcis-30943	63	35	.	.	PUNCT
fcis-30943	64	1	in	in	ADP
fcis-30943	64	2	2023	2023	NUM
fcis-30943	64	3	,	,	PUNCT
fcis-30943	64	4	the	the	DET
fcis-30943	64	5	noise	noise	NOUN
fcis-30943	64	6	addition	addition	NOUN
fcis-30943	64	7	mechanism	mechanism	NOUN
fcis-30943	64	8	of	of	ADP
fcis-30943	64	9	differential	differential	ADJ
fcis-30943	64	10	privacy	privacy	NOUN
fcis-30943	64	11	is	be	AUX
fcis-30943	64	12	optimized	optimize	VERB
fcis-30943	64	13	to	to	PART
fcis-30943	64	14	reduce	reduce	VERB
fcis-30943	64	15	the	the	DET
fcis-30943	64	16	impact	impact	NOUN
fcis-30943	64	17	of	of	ADP
fcis-30943	64	18	noise	noise	NOUN
fcis-30943	64	19	on	on	ADP
fcis-30943	64	20	data	datum	NOUN
fcis-30943	64	21	utility	utility	NOUN
fcis-30943	64	22	and	and	CCONJ
fcis-30943	64	23	improve	improve	VERB
fcis-30943	64	24	the	the	DET
fcis-30943	64	25	applicability	applicability	NOUN
fcis-30943	64	26	in	in	ADP
fcis-30943	64	27	large	large	ADJ
fcis-30943	64	28	-	-	PUNCT
fcis-30943	64	29	scale	scale	NOUN
fcis-30943	64	30	data	datum	NOUN
fcis-30943	64	31	analysis	analysis	NOUN
fcis-30943	64	32	[	[	X
fcis-30943	64	33	15	15	NUM
fcis-30943	64	34	]	]	PUNCT
fcis-30943	64	35	.	.	PUNCT
fcis-30943	65	1	in	in	ADP
fcis-30943	65	2	2024	2024	NUM
fcis-30943	65	3	,	,	PUNCT
fcis-30943	65	4	differential	differential	ADJ
fcis-30943	65	5	privacy	privacy	NOUN
fcis-30943	65	6	makes	make	VERB
fcis-30943	65	7	a	a	DET
fcis-30943	65	8	breakthrough	breakthrough	NOUN
fcis-30943	65	9	in	in	ADP
fcis-30943	65	10	distributed	distribute	VERB
fcis-30943	65	11	machine	machine	NOUN
fcis-30943	65	12	learning	learning	NOUN
fcis-30943	65	13	,	,	PUNCT
fcis-30943	65	14	and	and	CCONJ
fcis-30943	65	15	a	a	DET
fcis-30943	65	16	mechanism	mechanism	NOUN
fcis-30943	65	17	applicable	applicable	ADJ
fcis-30943	65	18	to	to	ADP
fcis-30943	65	19	distributed	distribute	VERB
fcis-30943	65	20	machine	machine	NOUN
fcis-30943	65	21	learning	learning	NOUN
fcis-30943	65	22	is	be	AUX
fcis-30943	65	23	proposed	propose	VERB
fcis-30943	65	24	to	to	PART
fcis-30943	65	25	protect	protect	VERB
fcis-30943	65	26	the	the	DET
fcis-30943	65	27	training	training	NOUN
fcis-30943	65	28	data	datum	NOUN
fcis-30943	65	29	privacy	privacy	NOUN
fcis-30943	65	30	,	,	PUNCT
fcis-30943	65	31	which	which	PRON
fcis-30943	65	32	is	be	AUX
fcis-30943	65	33	widely	widely	ADV
fcis-30943	65	34	used	use	VERB
fcis-30943	65	35	in	in	ADP
fcis-30943	65	36	federated	federated	ADJ
fcis-30943	65	37	learning	learning	NOUN
fcis-30943	66	1	[	[	X
fcis-30943	66	2	16	16	NUM
fcis-30943	66	3	]	]	PUNCT
fcis-30943	66	4	.	.	PUNCT
fcis-30943	67	1	differential	differential	PROPN
fcis-30943	67	2	privacy	privacy	NOUN
fcis-30943	67	3	technology	technology	NOUN
fcis-30943	67	4	has	have	AUX
fcis-30943	67	5	made	make	VERB
fcis-30943	67	6	breakthroughs	breakthrough	NOUN
fcis-30943	67	7	in	in	ADP
fcis-30943	67	8	several	several	ADJ
fcis-30943	67	9	key	key	ADJ
fcis-30943	67	10	areas	area	NOUN
fcis-30943	67	11	such	such	ADJ
fcis-30943	67	12	as	as	ADP
fcis-30943	67	13	machine	machine	NOUN
fcis-30943	67	14	learning	learning	NOUN
fcis-30943	67	15	,	,	PUNCT
fcis-30943	67	16	federated	federated	ADJ
fcis-30943	67	17	learning	learning	NOUN
fcis-30943	67	18	,	,	PUNCT
fcis-30943	67	19	and	and	CCONJ
fcis-30943	67	20	real	real	ADJ
fcis-30943	67	21	-	-	PUNCT
fcis-30943	67	22	time	time	NOUN
fcis-30943	67	23	data	datum	NOUN
fcis-30943	67	24	stream	stream	NOUN
fcis-30943	67	25	processing	processing	NOUN
fcis-30943	67	26	.	.	PUNCT
fcis-30943	68	1	with	with	ADP
fcis-30943	68	2	the	the	DET
fcis-30943	68	3	continuous	continuous	ADJ
fcis-30943	68	4	optimization	optimization	NOUN
fcis-30943	68	5	and	and	CCONJ
fcis-30943	68	6	expansion	expansion	NOUN
fcis-30943	68	7	of	of	ADP
fcis-30943	68	8	related	related	ADJ
fcis-30943	68	9	technologies	technology	NOUN
fcis-30943	68	10	,	,	PUNCT
fcis-30943	68	11	differential	differential	ADJ
fcis-30943	68	12	privacy	privacy	NOUN
fcis-30943	68	13	is	be	AUX
fcis-30943	68	14	expected	expect	VERB
fcis-30943	68	15	to	to	PART
fcis-30943	68	16	play	play	VERB
fcis-30943	68	17	a	a	DET
fcis-30943	68	18	more	more	ADV
fcis-30943	68	19	important	important	ADJ
fcis-30943	68	20	role	role	NOUN
fcis-30943	68	21	in	in	ADP
fcis-30943	68	22	the	the	DET
fcis-30943	68	23	privacy	privacy	NOUN
fcis-30943	68	24	protection	protection	NOUN
fcis-30943	68	25	field	field	NOUN
fcis-30943	68	26	.	.	PUNCT
fcis-30943	69	1	3.2	3.2	NUM
fcis-30943	69	2	.	.	PUNCT
fcis-30943	70	1	domestic	domestic	ADJ
fcis-30943	70	2	and	and	CCONJ
fcis-30943	70	3	international	international	ADJ
fcis-30943	70	4	research	research	NOUN
fcis-30943	70	5	status	status	NOUN
fcis-30943	70	6	3.2.1	3.2.1	NUM
fcis-30943	70	7	.	.	PUNCT
fcis-30943	71	1	status	status	NOUN
fcis-30943	71	2	of	of	ADP
fcis-30943	71	3	domestic	domestic	ADJ
fcis-30943	71	4	research	research	NOUN
fcis-30943	71	5	in	in	ADP
fcis-30943	71	6	china	china	PROPN
fcis-30943	71	7	,	,	PUNCT
fcis-30943	71	8	the	the	DET
fcis-30943	71	9	core	core	NOUN
fcis-30943	71	10	objective	objective	NOUN
fcis-30943	71	11	of	of	ADP
fcis-30943	71	12	protecting	protect	VERB
fcis-30943	71	13	commercial	commercial	ADJ
fcis-30943	71	14	data	datum	NOUN
fcis-30943	71	15	is	be	AUX
fcis-30943	71	16	to	to	PART
fcis-30943	71	17	fully	fully	ADV
fcis-30943	71	18	explore	explore	VERB
fcis-30943	71	19	its	its	PRON
fcis-30943	71	20	value	value	NOUN
fcis-30943	71	21	while	while	SCONJ
fcis-30943	71	22	realizing	realize	VERB
fcis-30943	71	23	the	the	DET
fcis-30943	71	24	balance	balance	NOUN
fcis-30943	71	25	of	of	ADP
fcis-30943	71	26	interests	interest	NOUN
fcis-30943	71	27	of	of	ADP
fcis-30943	71	28	multiple	multiple	ADJ
fcis-30943	71	29	parties	party	NOUN
fcis-30943	71	30	and	and	CCONJ
fcis-30943	71	31	promoting	promote	VERB
fcis-30943	71	32	the	the	DET
fcis-30943	71	33	formation	formation	NOUN
fcis-30943	71	34	of	of	ADP
fcis-30943	71	35	a	a	DET
fcis-30943	71	36	win	win	NOUN
fcis-30943	71	37	-	-	PUNCT
fcis-30943	71	38	win	win	NOUN
fcis-30943	71	39	situation	situation	NOUN
fcis-30943	71	40	.	.	PUNCT
fcis-30943	72	1	the	the	DET
fcis-30943	72	2	formulation	formulation	NOUN
fcis-30943	72	3	of	of	ADP
fcis-30943	72	4	a	a	DET
fcis-30943	72	5	legal	legal	ADJ
fcis-30943	72	6	framework	framework	NOUN
fcis-30943	72	7	that	that	PRON
fcis-30943	72	8	suits	suit	VERB
fcis-30943	72	9	the	the	DET
fcis-30943	72	10	development	development	NOUN
fcis-30943	72	11	law	law	NOUN
fcis-30943	72	12	of	of	ADP
fcis-30943	72	13	commercial	commercial	ADJ
fcis-30943	72	14	data	datum	NOUN
fcis-30943	72	15	is	be	AUX
fcis-30943	72	16	crucial	crucial	ADJ
fcis-30943	72	17	to	to	ADP
fcis-30943	72	18	promoting	promote	VERB
fcis-30943	72	19	the	the	DET
fcis-30943	72	20	healthy	healthy	ADJ
fcis-30943	72	21	circulation	circulation	NOUN
fcis-30943	72	22	of	of	ADP
fcis-30943	72	23	commercial	commercial	ADJ
fcis-30943	72	24	data	datum	NOUN
fcis-30943	72	25	in	in	ADP
fcis-30943	72	26	the	the	DET
fcis-30943	72	27	market	market	NOUN
fcis-30943	72	28	and	and	CCONJ
fcis-30943	72	29	maintaining	maintain	VERB
fcis-30943	72	30	a	a	DET
fcis-30943	72	31	market	market	NOUN
fcis-30943	72	32	environment	environment	NOUN
fcis-30943	72	33	of	of	ADP
fcis-30943	72	34	fair	fair	ADJ
fcis-30943	72	35	competition	competition	NOUN
fcis-30943	72	36	.	.	PUNCT
fcis-30943	73	1	at	at	ADP
fcis-30943	73	2	present	present	ADJ
fcis-30943	73	3	,	,	PUNCT
fcis-30943	73	4	policymaking	policymake	VERB
fcis-30943	73	5	in	in	ADP
fcis-30943	73	6	the	the	DET
fcis-30943	73	7	field	field	NOUN
fcis-30943	73	8	of	of	ADP
fcis-30943	73	9	antiunfair	antiunfair	ADJ
fcis-30943	73	10	competition	competition	NOUN
fcis-30943	73	11	is	be	AUX
fcis-30943	73	12	relatively	relatively	ADV
fcis-30943	73	13	more	more	ADV
fcis-30943	73	14	centralized	centralized	ADJ
fcis-30943	73	15	.	.	PUNCT
fcis-30943	74	1	from	from	ADP
fcis-30943	74	2	the	the	DET
fcis-30943	74	3	informatics	informatic	NOUN
fcis-30943	74	4	perspective	perspective	NOUN
fcis-30943	74	5	,	,	PUNCT
fcis-30943	74	6	a	a	DET
fcis-30943	74	7	study	study	NOUN
fcis-30943	74	8	has	have	AUX
fcis-30943	74	9	proposed	propose	VERB
fcis-30943	74	10	a	a	DET
fcis-30943	74	11	malicious	malicious	ADJ
fcis-30943	74	12	behavior	behavior	NOUN
fcis-30943	74	13	detection	detection	NOUN
fcis-30943	74	14	scheme	scheme	NOUN
fcis-30943	74	15	based	base	VERB
fcis-30943	74	16	on	on	ADP
fcis-30943	74	17	machine	machine	NOUN
fcis-30943	74	18	learning	learn	VERB
fcis-30943	74	19	to	to	PART
fcis-30943	74	20	effectively	effectively	ADV
fcis-30943	74	21	deal	deal	VERB
fcis-30943	74	22	with	with	ADP
fcis-30943	74	23	the	the	DET
fcis-30943	74	24	problem	problem	NOUN
fcis-30943	74	25	of	of	ADP
fcis-30943	74	26	data	datum	NOUN
fcis-30943	74	27	risk	risk	NOUN
fcis-30943	74	28	identification	identification	NOUN
fcis-30943	74	29	;	;	PUNCT
fcis-30943	74	30	from	from	ADP
fcis-30943	74	31	the	the	DET
fcis-30943	74	32	management	management	NOUN
fcis-30943	74	33	perspective	perspective	NOUN
fcis-30943	74	34	,	,	PUNCT
fcis-30943	74	35	a	a	DET
fcis-30943	74	36	comprehensive	comprehensive	ADJ
fcis-30943	74	37	scheme	scheme	NOUN
fcis-30943	74	38	for	for	ADP
fcis-30943	74	39	commercial	commercial	ADJ
fcis-30943	74	40	data	datum	NOUN
fcis-30943	74	41	risk	risk	NOUN
fcis-30943	74	42	assessment	assessment	NOUN
fcis-30943	74	43	and	and	CCONJ
fcis-30943	74	44	management	management	NOUN
fcis-30943	74	45	has	have	AUX
fcis-30943	74	46	been	be	AUX
fcis-30943	74	47	proposed	propose	VERB
fcis-30943	74	48	.	.	PUNCT
fcis-30943	75	1	in	in	ADP
fcis-30943	75	2	the	the	DET
fcis-30943	75	3	field	field	NOUN
fcis-30943	75	4	of	of	ADP
fcis-30943	75	5	mobile	mobile	ADJ
fcis-30943	75	6	internet	internet	NOUN
fcis-30943	75	7	,	,	PUNCT
fcis-30943	75	8	differential	differential	NOUN
fcis-30943	75	9	privacy	privacy	NOUN
fcis-30943	75	10	techniques	technique	NOUN
fcis-30943	75	11	have	have	AUX
fcis-30943	75	12	been	be	AUX
fcis-30943	75	13	widely	widely	ADV
fcis-30943	75	14	recognized	recognize	VERB
fcis-30943	75	15	.	.	PUNCT
fcis-30943	76	1	data	datum	NOUN
fcis-30943	76	2	collection	collection	NOUN
fcis-30943	76	3	,	,	PUNCT
fcis-30943	76	4	sharing	sharing	NOUN
fcis-30943	76	5	and	and	CCONJ
fcis-30943	76	6	analysis	analysis	NOUN
fcis-30943	76	7	techniques	technique	NOUN
fcis-30943	76	8	based	base	VERB
fcis-30943	76	9	on	on	ADP
fcis-30943	76	10	local	local	ADJ
fcis-30943	76	11	differential	differential	NOUN
fcis-30943	76	12	privacy	privacy	NOUN
fcis-30943	76	13	models	model	NOUN
fcis-30943	76	14	have	have	AUX
fcis-30943	76	15	been	be	AUX
fcis-30943	76	16	widely	widely	ADV
fcis-30943	76	17	used	use	VERB
fcis-30943	76	18	,	,	PUNCT
fcis-30943	76	19	and	and	CCONJ
fcis-30943	76	20	large	large	ADJ
fcis-30943	76	21	internet	internet	NOUN
fcis-30943	76	22	companies	company	NOUN
fcis-30943	76	23	,	,	PUNCT
fcis-30943	76	24	such	such	ADJ
fcis-30943	76	25	as	as	ADP
fcis-30943	76	26	google	google	NOUN
fcis-30943	76	27	,	,	PUNCT
fcis-30943	76	28	apple	apple	NOUN
fcis-30943	76	29	and	and	CCONJ
fcis-30943	76	30	microsoft	microsoft	PROPN
fcis-30943	76	31	,	,	PUNCT
fcis-30943	76	32	have	have	AUX
fcis-30943	76	33	applied	apply	VERB
fcis-30943	76	34	localized	localized	ADJ
fcis-30943	76	35	differential	differential	NOUN
fcis-30943	76	36	privacy	privacy	NOUN
fcis-30943	76	37	techniques	technique	NOUN
fcis-30943	76	38	to	to	ADP
fcis-30943	76	39	their	their	PRON
fcis-30943	76	40	actual	actual	ADJ
fcis-30943	76	41	products	product	NOUN
fcis-30943	76	42	.	.	PUNCT
fcis-30943	77	1	in	in	ADP
fcis-30943	77	2	addition	addition	NOUN
fcis-30943	77	3	,	,	PUNCT
fcis-30943	77	4	uber	uber	ADJ
fcis-30943	77	5	and	and	CCONJ
fcis-30943	77	6	volcano	volcano	NOUN
fcis-30943	77	7	engine	engine	NOUN
fcis-30943	77	8	use	use	VERB
fcis-30943	77	9	centralized	centralized	ADJ
fcis-30943	77	10	differential	differential	NOUN
fcis-30943	77	11	privacy	privacy	NOUN
fcis-30943	77	12	technology	technology	NOUN
fcis-30943	77	13	in	in	ADP
fcis-30943	77	14	their	their	PRON
fcis-30943	77	15	data	data	NOUN
fcis-30943	77	16	platforms	platform	NOUN
fcis-30943	77	17	to	to	PART
fcis-30943	77	18	ensure	ensure	VERB
fcis-30943	77	19	the	the	DET
fcis-30943	77	20	security	security	NOUN
fcis-30943	77	21	of	of	ADP
fcis-30943	77	22	users	user	NOUN
fcis-30943	77	23	'	'	PART
fcis-30943	77	24	private	private	ADJ
fcis-30943	77	25	data	datum	NOUN
fcis-30943	77	26	.	.	PUNCT
fcis-30943	78	1	zhao	zhao	PROPN
fcis-30943	78	2	peipei	peipei	PROPN
fcis-30943	78	3	pointed	point	VERB
fcis-30943	78	4	out	out	ADP
fcis-30943	78	5	from	from	ADP
fcis-30943	78	6	the	the	DET
fcis-30943	78	7	perspective	perspective	NOUN
fcis-30943	78	8	of	of	ADP
fcis-30943	78	9	jurisprudence	jurisprudence	NOUN
fcis-30943	78	10	that	that	SCONJ
fcis-30943	78	11	the	the	DET
fcis-30943	78	12	protection	protection	NOUN
fcis-30943	78	13	of	of	ADP
fcis-30943	78	14	commercial	commercial	ADJ
fcis-30943	78	15	data	datum	NOUN
fcis-30943	78	16	faces	face	VERB
fcis-30943	78	17	many	many	ADJ
fcis-30943	78	18	dilemmas	dilemma	NOUN
fcis-30943	78	19	.	.	PUNCT
fcis-30943	79	1	due	due	ADP
fcis-30943	79	2	to	to	ADP
fcis-30943	79	3	the	the	DET
fcis-30943	79	4	diverse	diverse	ADJ
fcis-30943	79	5	forms	form	NOUN
fcis-30943	79	6	of	of	ADP
fcis-30943	79	7	commercial	commercial	ADJ
fcis-30943	79	8	data	datum	NOUN
fcis-30943	79	9	,	,	PUNCT
fcis-30943	79	10	some	some	PRON
fcis-30943	79	11	of	of	ADP
fcis-30943	79	12	the	the	DET
fcis-30943	79	13	data	datum	NOUN
fcis-30943	79	14	are	be	AUX
fcis-30943	79	15	difficult	difficult	ADJ
fcis-30943	79	16	to	to	PART
fcis-30943	79	17	be	be	AUX
fcis-30943	79	18	recognized	recognize	VERB
fcis-30943	79	19	as	as	ADP
fcis-30943	79	20	trade	trade	NOUN
fcis-30943	79	21	secrets	secret	NOUN
fcis-30943	79	22	,	,	PUNCT
fcis-30943	79	23	thus	thus	ADV
fcis-30943	79	24	failing	fail	VERB
fcis-30943	79	25	to	to	PART
fcis-30943	79	26	obtain	obtain	VERB
fcis-30943	79	27	corresponding	correspond	VERB
fcis-30943	79	28	protection	protection	NOUN
fcis-30943	79	29	[	[	X
fcis-30943	79	30	17	17	NUM
fcis-30943	79	31	]	]	PUNCT
fcis-30943	79	32	.	.	PUNCT
fcis-30943	80	1	qingqing	qingqe	VERB
fcis-30943	80	2	ye	ye	PRON
fcis-30943	80	3	et	et	PROPN
fcis-30943	80	4	al	al	PROPN
fcis-30943	80	5	.	.	PROPN
fcis-30943	80	6	provide	provide	VERB
fcis-30943	80	7	an	an	DET
fcis-30943	80	8	in	in	ADP
fcis-30943	80	9	-	-	PUNCT
fcis-30943	80	10	depth	depth	NOUN
fcis-30943	80	11	analysis	analysis	NOUN
fcis-30943	80	12	of	of	ADP
fcis-30943	80	13	the	the	DET
fcis-30943	80	14	research	research	NOUN
fcis-30943	80	15	status	status	NOUN
fcis-30943	80	16	of	of	ADP
fcis-30943	80	17	localized	localized	ADJ
fcis-30943	80	18	differential	differential	NOUN
fcis-30943	80	19	privacy	privacy	NOUN
fcis-30943	80	20	in	in	ADP
fcis-30943	80	21	china	china	PROPN
fcis-30943	80	22	.	.	PUNCT
fcis-30943	81	1	in	in	ADP
fcis-30943	81	2	the	the	DET
fcis-30943	81	3	untrustworthy	untrustworthy	ADJ
fcis-30943	81	4	third	third	ADJ
fcis-30943	81	5	-	-	PUNCT
fcis-30943	81	6	party	party	NOUN
fcis-30943	81	7	data	data	PROPN
fcis-30943	81	8	collector	collector	NOUN
fcis-30943	81	9	scenario	scenario	PROPN
fcis-30943	81	10	,	,	PUNCT
fcis-30943	81	11	the	the	DET
fcis-30943	81	12	localized	localize	VERB
fcis-30943	81	13	differential	differential	NOUN
fcis-30943	81	14	privacy	privacy	NOUN
fcis-30943	81	15	technique	technique	NOUN
fcis-30943	81	16	emerges	emerge	VERB
fcis-30943	81	17	.	.	PUNCT
fcis-30943	82	1	the	the	DET
fcis-30943	82	2	technique	technique	NOUN
fcis-30943	82	3	has	have	VERB
fcis-30943	82	4	strong	strong	ADJ
fcis-30943	82	5	privacy	privacy	NOUN
fcis-30943	82	6	protection	protection	NOUN
fcis-30943	82	7	capability	capability	NOUN
fcis-30943	82	8	,	,	PUNCT
fcis-30943	82	9	which	which	PRON
fcis-30943	82	10	not	not	PART
fcis-30943	82	11	only	only	ADV
fcis-30943	82	12	can	can	AUX
fcis-30943	82	13	fully	fully	ADV
fcis-30943	82	14	consider	consider	VERB
fcis-30943	82	15	the	the	DET
fcis-30943	82	16	background	background	NOUN
fcis-30943	82	17	knowledge	knowledge	NOUN
fcis-30943	82	18	of	of	ADP
fcis-30943	82	19	the	the	DET
fcis-30943	82	20	attacker	attacker	NOUN
fcis-30943	82	21	and	and	CCONJ
fcis-30943	82	22	quantify	quantify	VERB
fcis-30943	82	23	the	the	DET
fcis-30943	82	24	degree	degree	NOUN
fcis-30943	82	25	of	of	ADP
fcis-30943	82	26	privacy	privacy	NOUN
fcis-30943	82	27	protection	protection	NOUN
fcis-30943	82	28	,	,	PUNCT
fcis-30943	82	29	but	but	CCONJ
fcis-30943	82	30	also	also	ADV
fcis-30943	82	31	can	can	AUX
fcis-30943	82	32	perturb	perturb	VERB
fcis-30943	82	33	the	the	DET
fcis-30943	82	34	data	datum	NOUN
fcis-30943	82	35	locally	locally	ADV
fcis-30943	82	36	to	to	PART
fcis-30943	82	37	effectively	effectively	ADV
fcis-30943	82	38	resist	resist	VERB
fcis-30943	82	39	the	the	DET
fcis-30943	82	40	privacy	privacy	NOUN
fcis-30943	82	41	attacks	attack	NOUN
fcis-30943	82	42	of	of	ADP
fcis-30943	82	43	untrustworthy	untrustworthy	ADJ
fcis-30943	82	44	third	third	ADJ
fcis-30943	82	45	parties	party	NOUN
fcis-30943	82	46	and	and	CCONJ
fcis-30943	82	47	provide	provide	VERB
fcis-30943	82	48	all	all	DET
fcis-30943	82	49	-	-	PUNCT
fcis-30943	82	50	round	round	NOUN
fcis-30943	82	51	protection	protection	NOUN
fcis-30943	82	52	for	for	ADP
fcis-30943	82	53	sensitive	sensitive	ADJ
fcis-30943	82	54	information	information	NOUN
fcis-30943	82	55	[	[	X
fcis-30943	82	56	18	18	NUM
fcis-30943	82	57	]	]	PUNCT
fcis-30943	82	58	.	.	PUNCT
fcis-30943	83	1	3.2.2	3.2.2	X
fcis-30943	83	2	.	.	PUNCT
fcis-30943	83	3	current	current	ADJ
fcis-30943	83	4	status	status	NOUN
fcis-30943	83	5	of	of	ADP
fcis-30943	83	6	foreign	foreign	ADJ
fcis-30943	83	7	research	research	NOUN
fcis-30943	83	8	internationally	internationally	ADV
fcis-30943	83	9	,	,	PUNCT
fcis-30943	83	10	protection	protection	NOUN
fcis-30943	83	11	measures	measure	NOUN
fcis-30943	83	12	for	for	ADP
fcis-30943	83	13	commercial	commercial	ADJ
fcis-30943	83	14	data	datum	NOUN
fcis-30943	83	15	focus	focus	VERB
fcis-30943	83	16	on	on	ADP
fcis-30943	83	17	key	key	ADJ
fcis-30943	83	18	areas	area	NOUN
fcis-30943	83	19	such	such	ADJ
fcis-30943	83	20	as	as	ADP
fcis-30943	83	21	privacy	privacy	NOUN
fcis-30943	83	22	protection	protection	NOUN
fcis-30943	83	23	,	,	PUNCT
fcis-30943	83	24	data	data	NOUN
fcis-30943	83	25	control	control	NOUN
fcis-30943	83	26	,	,	PUNCT
fcis-30943	83	27	data	data	NOUN
fcis-30943	83	28	transmission	transmission	NOUN
fcis-30943	83	29	and	and	CCONJ
fcis-30943	83	30	government	government	NOUN
fcis-30943	83	31	regulation	regulation	NOUN
fcis-30943	83	32	.	.	PUNCT
fcis-30943	84	1	in	in	ADP
fcis-30943	84	2	europe	europe	PROPN
fcis-30943	84	3	and	and	CCONJ
fcis-30943	84	4	the	the	DET
fcis-30943	84	5	united	united	PROPN
fcis-30943	84	6	states	states	PROPN
fcis-30943	84	7	,	,	PUNCT
fcis-30943	84	8	in	in	ADP
fcis-30943	84	9	the	the	DET
fcis-30943	84	10	era	era	NOUN
fcis-30943	84	11	of	of	ADP
fcis-30943	84	12	big	big	ADJ
fcis-30943	84	13	data	datum	NOUN
fcis-30943	84	14	,	,	PUNCT
fcis-30943	84	15	research	research	NOUN
fcis-30943	84	16	on	on	ADP
fcis-30943	84	17	data	datum	NOUN
fcis-30943	84	18	protection	protection	NOUN
fcis-30943	84	19	for	for	ADP
fcis-30943	84	20	trade	trade	NOUN
fcis-30943	84	21	secrets	secret	NOUN
fcis-30943	84	22	and	and	CCONJ
fcis-30943	84	23	other	other	ADJ
fcis-30943	84	24	data	datum	NOUN
fcis-30943	84	25	has	have	AUX
fcis-30943	84	26	been	be	AUX
fcis-30943	84	27	relatively	relatively	ADV
fcis-30943	84	28	perfect	perfect	ADJ
fcis-30943	84	29	and	and	CCONJ
fcis-30943	84	30	mature	mature	ADJ
fcis-30943	84	31	.	.	PUNCT
fcis-30943	85	1	arijit	arijit	PROPN
fcis-30943	85	2	sarkar	sarkar	PROPN
fcis-30943	85	3	and	and	CCONJ
fcis-30943	85	4	other	other	ADJ
fcis-30943	85	5	scholars	scholar	NOUN
fcis-30943	85	6	delve	delve	VERB
fcis-30943	85	7	into	into	ADP
fcis-30943	85	8	data	data	NOUN
fcis-30943	85	9	protection	protection	NOUN
fcis-30943	85	10	mechanisms	mechanism	NOUN
fcis-30943	85	11	based	base	VERB
fcis-30943	85	12	on	on	ADP
fcis-30943	85	13	differential	differential	ADJ
fcis-30943	85	14	privacy	privacy	NOUN
fcis-30943	85	15	through	through	ADP
fcis-30943	85	16	case	case	NOUN
fcis-30943	85	17	studies	study	NOUN
fcis-30943	85	18	of	of	ADP
fcis-30943	85	19	many	many	ADJ
fcis-30943	85	20	foreign	foreign	ADJ
fcis-30943	85	21	industries	industry	NOUN
fcis-30943	85	22	,	,	PUNCT
fcis-30943	85	23	and	and	CCONJ
fcis-30943	85	24	they	they	PRON
fcis-30943	85	25	propose	propose	VERB
fcis-30943	85	26	that	that	SCONJ
fcis-30943	85	27	many	many	ADJ
fcis-30943	85	28	large	large	ADJ
fcis-30943	85	29	international	international	ADJ
fcis-30943	85	30	companies	company	NOUN
fcis-30943	85	31	such	such	ADJ
fcis-30943	85	32	as	as	ADP
fcis-30943	85	33	google	google	PROPN
fcis-30943	85	34	and	and	CCONJ
fcis-30943	85	35	apple	apple	NOUN
fcis-30943	85	36	are	be	AUX
fcis-30943	85	37	widely	widely	ADV
fcis-30943	85	38	adopting	adopt	VERB
fcis-30943	85	39	the	the	DET
fcis-30943	85	40	centralized	centralized	ADJ
fcis-30943	85	41	model	model	NOUN
fcis-30943	85	42	approach	approach	NOUN
fcis-30943	85	43	of	of	ADP
fcis-30943	85	44	federated	federated	ADJ
fcis-30943	85	45	learning	learning	NOUN
fcis-30943	85	46	,	,	PUNCT
fcis-30943	85	47	which	which	PRON
fcis-30943	85	48	usually	usually	ADV
fcis-30943	85	49	collects	collect	VERB
fcis-30943	85	50	data	datum	NOUN
fcis-30943	85	51	from	from	ADP
fcis-30943	85	52	users	user	NOUN
fcis-30943	85	53	'	'	PART
fcis-30943	85	54	mobile	mobile	ADJ
fcis-30943	85	55	devices	device	NOUN
fcis-30943	85	56	and	and	CCONJ
fcis-30943	85	57	processes	process	VERB
fcis-30943	85	58	the	the	DET
fcis-30943	85	59	data	datum	NOUN
fcis-30943	85	60	in	in	ADP
fcis-30943	85	61	the	the	DET
fcis-30943	85	62	cloud	cloud	NOUN
fcis-30943	85	63	to	to	PART
fcis-30943	85	64	build	build	VERB
fcis-30943	85	65	centralized	centralized	ADJ
fcis-30943	85	66	machine	machine	NOUN
fcis-30943	85	67	learning	learning	NOUN
fcis-30943	85	68	models	model	NOUN
fcis-30943	85	69	,	,	PUNCT
fcis-30943	85	70	and	and	CCONJ
fcis-30943	85	71	differential	differential	NOUN
fcis-30943	85	72	privacy	privacy	NOUN
fcis-30943	85	73	techniques	technique	NOUN
fcis-30943	85	74	are	be	AUX
fcis-30943	85	75	used	use	VERB
fcis-30943	85	76	to	to	PART
fcis-30943	85	77	quantify	quantify	VERB
fcis-30943	85	78	the	the	DET
fcis-30943	85	79	level	level	NOUN
fcis-30943	85	80	of	of	ADP
fcis-30943	85	81	privacy	privacy	NOUN
fcis-30943	85	82	protection	protection	NOUN
fcis-30943	85	83	in	in	ADP
fcis-30943	85	84	databases	database	NOUN
fcis-30943	85	85	.	.	PUNCT
fcis-30943	86	1	meanwhile	meanwhile	ADV
fcis-30943	86	2	,	,	PUNCT
fcis-30943	86	3	the	the	DET
fcis-30943	86	4	future	future	ADJ
fcis-30943	86	5	optimization	optimization	NOUN
fcis-30943	86	6	direction	direction	NOUN
fcis-30943	86	7	of	of	ADP
fcis-30943	86	8	differential	differential	ADJ
fcis-30943	86	9	privacy	privacy	NOUN
fcis-30943	86	10	mentioned	mention	VERB
fcis-30943	86	11	in	in	ADP
fcis-30943	86	12	the	the	DET
fcis-30943	86	13	paper	paper	NOUN
fcis-30943	86	14	is	be	AUX
fcis-30943	86	15	to	to	PART
fcis-30943	86	16	minimize	minimize	VERB
fcis-30943	86	17	the	the	DET
fcis-30943	86	18	fluctuation	fluctuation	NOUN
fcis-30943	86	19	of	of	ADP
fcis-30943	86	20	data	datum	NOUN
fcis-30943	86	21	accuracy	accuracy	NOUN
fcis-30943	86	22	due	due	ADP
fcis-30943	86	23	to	to	ADP
fcis-30943	86	24	noise	noise	NOUN
fcis-30943	86	25	protection	protection	NOUN
fcis-30943	86	26	,	,	PUNCT
fcis-30943	86	27	and	and	CCONJ
fcis-30943	86	28	utilize	utilize	VERB
fcis-30943	86	29	other	other	ADJ
fcis-30943	86	30	data	datum	NOUN
fcis-30943	86	31	algorithms	algorithm	NOUN
fcis-30943	86	32	such	such	ADJ
fcis-30943	86	33	as	as	ADP
fcis-30943	86	34	laplace	laplace	NOUN
fcis-30943	86	35	,	,	PUNCT
fcis-30943	86	36	so	so	SCONJ
fcis-30943	86	37	as	as	SCONJ
fcis-30943	86	38	to	to	PART
fcis-30943	86	39	achieve	achieve	VERB
fcis-30943	86	40	a	a	DET
fcis-30943	86	41	better	well	ADJ
fcis-30943	86	42	balance	balance	NOUN
fcis-30943	86	43	between	between	ADP
fcis-30943	86	44	privacy	privacy	NOUN
fcis-30943	86	45	protection	protection	NOUN
fcis-30943	86	46	and	and	CCONJ
fcis-30943	86	47	data	data	NOUN
fcis-30943	86	48	utility	utility	NOUN
fcis-30943	86	49	[	[	X
fcis-30943	86	50	19	19	NUM
fcis-30943	86	51	]	]	PUNCT
fcis-30943	86	52	.	.	PUNCT
fcis-30943	87	1	scholars	scholar	NOUN
fcis-30943	87	2	such	such	ADJ
fcis-30943	87	3	as	as	ADP
fcis-30943	87	4	krishna	krishna	PROPN
fcis-30943	87	5	mohan	mohan	PROPN
fcis-30943	87	6	pd	pd	PROPN
fcis-30943	87	7	shrivastva	shrivastva	PROPN
fcis-30943	87	8	have	have	AUX
fcis-30943	87	9	pointed	point	VERB
fcis-30943	87	10	out	out	ADP
fcis-30943	87	11	that	that	SCONJ
fcis-30943	87	12	big	big	ADJ
fcis-30943	87	13	data	data	NOUN
fcis-30943	87	14	is	be	AUX
fcis-30943	87	15	a	a	DET
fcis-30943	87	16	huge	huge	ADJ
fcis-30943	87	17	collection	collection	NOUN
fcis-30943	87	18	of	of	ADP
fcis-30943	87	19	structured	structured	ADJ
fcis-30943	87	20	,	,	PUNCT
fcis-30943	87	21	unstructured	unstructured	ADJ
fcis-30943	87	22	and	and	CCONJ
fcis-30943	87	23	semi	semi	ADJ
fcis-30943	87	24	-	-	ADJ
fcis-30943	87	25	structured	structured	ADJ
fcis-30943	87	26	data	datum	NOUN
fcis-30943	87	27	,	,	PUNCT
fcis-30943	87	28	and	and	CCONJ
fcis-30943	87	29	its	its	PRON
fcis-30943	87	30	complexity	complexity	NOUN
fcis-30943	87	31	requires	require	VERB
fcis-30943	87	32	a	a	DET
fcis-30943	87	33	privacy	privacy	NOUN
fcis-30943	87	34	-	-	PUNCT
fcis-30943	87	35	preserving	preserve	VERB
fcis-30943	87	36	mechanism	mechanism	NOUN
fcis-30943	87	37	that	that	PRON
fcis-30943	87	38	is	be	AUX
fcis-30943	87	39	independent	independent	ADJ
fcis-30943	87	40	of	of	ADP
fcis-30943	87	41	the	the	DET
fcis-30943	87	42	underlying	underlying	ADJ
fcis-30943	87	43	data	data	NOUN
fcis-30943	87	44	structure	structure	NOUN
fcis-30943	87	45	and	and	CCONJ
fcis-30943	87	46	record	record	NOUN
fcis-30943	87	47	type	type	NOUN
fcis-30943	87	48	.	.	PUNCT
fcis-30943	88	1	differential	differential	PROPN
fcis-30943	88	2	privacy	privacy	NOUN
fcis-30943	88	3	techniques	technique	NOUN
fcis-30943	88	4	have	have	AUX
fcis-30943	88	5	attracted	attract	VERB
fcis-30943	88	6	attention	attention	NOUN
fcis-30943	88	7	for	for	ADP
fcis-30943	88	8	their	their	PRON
fcis-30943	88	9	compatibility	compatibility	NOUN
fcis-30943	88	10	with	with	ADP
fcis-30943	88	11	various	various	ADJ
fcis-30943	88	12	types	type	NOUN
fcis-30943	88	13	of	of	ADP
fcis-30943	88	14	datasets	dataset	NOUN
fcis-30943	88	15	.	.	PUNCT
fcis-30943	89	1	incorporating	incorporate	VERB
fcis-30943	89	2	differential	differential	ADJ
fcis-30943	89	3	privacy	privacy	NOUN
fcis-30943	89	4	into	into	ADP
fcis-30943	89	5	commercial	commercial	ADJ
fcis-30943	89	6	data	datum	NOUN
fcis-30943	89	7	security	security	NOUN
fcis-30943	89	8	protection	protection	NOUN
fcis-30943	89	9	is	be	AUX
fcis-30943	89	10	a	a	DET
fcis-30943	89	11	practical	practical	ADJ
fcis-30943	89	12	strategy	strategy	NOUN
fcis-30943	89	13	,	,	PUNCT
fcis-30943	89	14	but	but	CCONJ
fcis-30943	89	15	there	there	PRON
fcis-30943	89	16	are	be	VERB
fcis-30943	89	17	limitations	limitation	NOUN
fcis-30943	89	18	to	to	ADP
fcis-30943	89	19	this	this	DET
fcis-30943	89	20	approach	approach	NOUN
fcis-30943	89	21	,	,	PUNCT
fcis-30943	89	22	i.e.	i.e.	X
fcis-30943	89	23	,	,	PUNCT
fcis-30943	89	24	it	it	PRON
fcis-30943	89	25	may	may	AUX
fcis-30943	89	26	have	have	VERB
fcis-30943	89	27	some	some	DET
fcis-30943	89	28	impact	impact	NOUN
fcis-30943	89	29	on	on	ADP
fcis-30943	89	30	the	the	DET
fcis-30943	89	31	integrity	integrity	NOUN
fcis-30943	89	32	of	of	ADP
fcis-30943	89	33	the	the	DET
fcis-30943	89	34	data	datum	NOUN
fcis-30943	89	35	in	in	ADP
fcis-30943	89	36	some	some	DET
fcis-30943	89	37	cases	case	NOUN
fcis-30943	89	38	.	.	PUNCT
fcis-30943	90	1	when	when	SCONJ
fcis-30943	90	2	commercial	commercial	ADJ
fcis-30943	90	3	data	datum	NOUN
fcis-30943	90	4	does	do	AUX
fcis-30943	90	5	not	not	PART
fcis-30943	90	6	require	require	VERB
fcis-30943	90	7	high	high	ADJ
fcis-30943	90	8	accuracy	accuracy	NOUN
fcis-30943	90	9	,	,	PUNCT
fcis-30943	90	10	differential	differential	ADJ
fcis-30943	90	11	privacy	privacy	NOUN
fcis-30943	90	12	techniques	technique	NOUN
fcis-30943	90	13	can	can	AUX
fcis-30943	90	14	be	be	AUX
fcis-30943	90	15	directly	directly	ADV
fcis-30943	90	16	applied	apply	VERB
fcis-30943	90	17	;	;	PUNCT
fcis-30943	90	18	however	however	ADV
fcis-30943	90	19	,	,	PUNCT
fcis-30943	90	20	if	if	SCONJ
fcis-30943	90	21	data	datum	NOUN
fcis-30943	90	22	accuracy	accuracy	NOUN
fcis-30943	90	23	is	be	AUX
fcis-30943	90	24	critical	critical	ADJ
fcis-30943	90	25	,	,	PUNCT
fcis-30943	90	26	existing	exist	VERB
fcis-30943	90	27	algorithms	algorithm	NOUN
fcis-30943	90	28	need	need	VERB
fcis-30943	90	29	to	to	PART
fcis-30943	90	30	be	be	AUX
fcis-30943	90	31	optimized	optimize	VERB
fcis-30943	90	32	or	or	CCONJ
fcis-30943	90	33	other	other	ADJ
fcis-30943	90	34	algorithms	algorithm	NOUN
fcis-30943	90	35	need	need	VERB
fcis-30943	90	36	to	to	PART
fcis-30943	90	37	be	be	AUX
fcis-30943	90	38	introduced	introduce	VERB
fcis-30943	90	39	to	to	PART
fcis-30943	90	40	combine	combine	VERB
fcis-30943	90	41	with	with	ADP
fcis-30943	90	42	them	they	PRON
fcis-30943	90	43	to	to	PART
fcis-30943	90	44	achieve	achieve	VERB
fcis-30943	90	45	better	well	ADJ
fcis-30943	90	46	privacy	privacy	NOUN
fcis-30943	90	47	protection	protection	NOUN
fcis-30943	91	1	[	[	X
fcis-30943	91	2	20	20	NUM
fcis-30943	91	3	]	]	PUNCT
fcis-30943	91	4	.	.	PUNCT
fcis-30943	92	1	4	4	X
fcis-30943	92	2	.	.	X
fcis-30943	92	3	business	business	NOUN
fcis-30943	92	4	data	data	PROPN
fcis-30943	92	5	protection	protection	PROPN
fcis-30943	92	6	4.1	4.1	NUM
fcis-30943	92	7	.	.	PUNCT
fcis-30943	93	1	theoretical	theoretical	ADJ
fcis-30943	93	2	research	research	NOUN
fcis-30943	93	3	protection	protection	PROPN
fcis-30943	93	4	differential	differential	PROPN
fcis-30943	93	5	privacy	privacy	NOUN
fcis-30943	93	6	builds	build	VERB
fcis-30943	93	7	a	a	DET
fcis-30943	93	8	strong	strong	ADJ
fcis-30943	93	9	privacy	privacy	NOUN
fcis-30943	93	10	protection	protection	NOUN
fcis-30943	93	11	framework	framework	NOUN
fcis-30943	93	12	that	that	PRON
fcis-30943	93	13	makes	make	VERB
fcis-30943	93	14	it	it	PRON
fcis-30943	93	15	difficult	difficult	ADJ
fcis-30943	93	16	to	to	PART
fcis-30943	93	17	restore	restore	VERB
fcis-30943	93	18	the	the	DET
fcis-30943	93	19	privacy	privacy	NOUN
fcis-30943	93	20	details	detail	NOUN
fcis-30943	93	21	of	of	ADP
fcis-30943	93	22	individual	individual	ADJ
fcis-30943	93	23	users	user	NOUN
fcis-30943	93	24	even	even	ADV
fcis-30943	93	25	if	if	SCONJ
fcis-30943	93	26	the	the	DET
fcis-30943	93	27	attacker	attacker	NOUN
fcis-30943	93	28	has	have	VERB
fcis-30943	93	29	additional	additional	ADJ
fcis-30943	93	30	background	background	NOUN
fcis-30943	93	31	information	information	NOUN
fcis-30943	93	32	.	.	PUNCT
fcis-30943	94	1	this	this	PRON
fcis-30943	94	2	is	be	AUX
fcis-30943	94	3	highly	highly	ADV
fcis-30943	94	4	compatible	compatible	ADJ
fcis-30943	94	5	with	with	ADP
fcis-30943	94	6	the	the	DET
fcis-30943	94	7	three	three	NUM
fcis-30943	94	8	core	core	NOUN
fcis-30943	94	9	features	feature	NOUN
fcis-30943	94	10	of	of	ADP
fcis-30943	94	11	big	big	ADJ
fcis-30943	94	12	data	datum	NOUN
fcis-30943	94	13	(	(	PUNCT
fcis-30943	94	14	large	large	ADJ
fcis-30943	94	15	data	datum	NOUN
fcis-30943	94	16	volume	volume	NOUN
fcis-30943	94	17	,	,	PUNCT
fcis-30943	94	18	fast	fast	ADJ
fcis-30943	94	19	processing	processing	NOUN
fcis-30943	94	20	speed	speed	NOUN
fcis-30943	94	21	,	,	PUNCT
fcis-30943	94	22	and	and	CCONJ
fcis-30943	94	23	diverse	diverse	ADJ
fcis-30943	94	24	data	datum	NOUN
fcis-30943	94	25	types	type	NOUN
fcis-30943	94	26	)	)	PUNCT
fcis-30943	94	27	,	,	PUNCT
fcis-30943	94	28	and	and	CCONJ
fcis-30943	94	29	can	can	AUX
fcis-30943	94	30	effectively	effectively	ADV
fcis-30943	94	31	address	address	VERB
fcis-30943	94	32	various	various	ADJ
fcis-30943	94	33	privacy	privacy	NOUN
fcis-30943	94	34	challenges	challenge	NOUN
fcis-30943	94	35	in	in	ADP
fcis-30943	94	36	big	big	ADJ
fcis-30943	94	37	data	datum	NOUN
fcis-30943	94	38	scenarios	scenario	NOUN
fcis-30943	94	39	.	.	PUNCT
fcis-30943	95	1	differential	differential	ADJ
fcis-30943	95	2	privacy	privacy	NOUN
fcis-30943	95	3	technology	technology	NOUN
fcis-30943	95	4	not	not	PART
fcis-30943	95	5	only	only	ADV
fcis-30943	95	6	protects	protect	VERB
fcis-30943	95	7	privacy	privacy	NOUN
fcis-30943	95	8	but	but	CCONJ
fcis-30943	95	9	also	also	ADV
fcis-30943	95	10	preserves	preserve	VERB
fcis-30943	95	11	the	the	DET
fcis-30943	95	12	analytic	analytic	ADJ
fcis-30943	95	13	value	value	NOUN
fcis-30943	95	14	of	of	ADP
fcis-30943	95	15	data	datum	NOUN
fcis-30943	95	16	,	,	PUNCT
fcis-30943	95	17	which	which	PRON
fcis-30943	95	18	is	be	AUX
fcis-30943	95	19	widely	widely	ADV
fcis-30943	95	20	used	use	VERB
fcis-30943	95	21	in	in	ADP
fcis-30943	95	22	the	the	DET
fcis-30943	95	23	fields	field	NOUN
fcis-30943	95	24	of	of	ADP
fcis-30943	95	25	commercial	commercial	ADJ
fcis-30943	95	26	data	datum	NOUN
fcis-30943	95	27	analytics	analytic	NOUN
fcis-30943	95	28	and	and	CCONJ
fcis-30943	95	29	machine	machine	NOUN
fcis-30943	95	30	learning	learning	NOUN
fcis-30943	95	31	,	,	PUNCT
fcis-30943	95	32	and	and	CCONJ
fcis-30943	95	33	helps	help	VERB
fcis-30943	95	34	enterprises	enterprise	NOUN
fcis-30943	95	35	meet	meet	VERB
fcis-30943	95	36	the	the	DET
fcis-30943	95	37	requirements	requirement	NOUN
fcis-30943	95	38	of	of	ADP
fcis-30943	95	39	data	datum	NOUN
fcis-30943	95	40	protection	protection	NOUN
fcis-30943	95	41	regulations	regulation	NOUN
fcis-30943	95	42	,	,	PUNCT
fcis-30943	95	43	as	as	SCONJ
fcis-30943	95	44	exemplified	exemplify	VERB
fcis-30943	95	45	by	by	ADP
fcis-30943	95	46	the	the	DET
fcis-30943	95	47	european	european	PROPN
fcis-30943	95	48	union	union	PROPN
fcis-30943	95	49	's	's	PART
fcis-30943	95	50	general	general	ADJ
fcis-30943	95	51	data	datum	NOUN
fcis-30943	95	52	protection	protection	NOUN
fcis-30943	95	53	regulation	regulation	NOUN
fcis-30943	95	54	(	(	PUNCT
fcis-30943	95	55	gdpr	gdpr	NOUN
fcis-30943	95	56	)	)	PUNCT
fcis-30943	95	57	and	and	CCONJ
fcis-30943	95	58	the	the	DET
fcis-30943	95	59	u.s	u.s	PROPN
fcis-30943	95	60	.	.	PROPN
fcis-30943	95	61	's	's	PART
fcis-30943	95	62	california	california	PROPN
fcis-30943	95	63	consumer	consumer	PROPN
fcis-30943	95	64	privacy	privacy	PROPN
fcis-30943	95	65	act	act	PROPN
fcis-30943	95	66	(	(	PUNCT
fcis-30943	95	67	ccpa	ccpa	NOUN
fcis-30943	95	68	)	)	PUNCT
fcis-30943	96	1	[	[	X
fcis-30943	96	2	21	21	NUM
fcis-30943	96	3	]	]	X
fcis-30943	97	1	[	[	X
fcis-30943	97	2	22	22	NUM
fcis-30943	97	3	]	]	PUNCT
fcis-30943	97	4	.	.	PUNCT
fcis-30943	98	1	4.2	4.2	NUM
fcis-30943	98	2	.	.	PUNCT
fcis-30943	99	1	business	business	NOUN
fcis-30943	99	2	data	data	PROPN
fcis-30943	99	3	security	security	NOUN
fcis-30943	99	4	case	case	NOUN
fcis-30943	99	5	studies	study	NOUN
fcis-30943	99	6	to	to	PART
fcis-30943	99	7	balance	balance	NOUN
fcis-30943	99	8	user	user	NOUN
fcis-30943	99	9	data	data	PROPN
fcis-30943	99	10	privacy	privacy	NOUN
fcis-30943	99	11	protection	protection	NOUN
fcis-30943	99	12	and	and	CCONJ
fcis-30943	99	13	model	model	NOUN
fcis-30943	99	14	performance	performance	NOUN
fcis-30943	99	15	in	in	ADP
fcis-30943	99	16	machine	machine	NOUN
fcis-30943	99	17	learning	learning	NOUN
fcis-30943	99	18	model	model	NOUN
fcis-30943	99	19	training	training	NOUN
fcis-30943	99	20	,	,	PUNCT
fcis-30943	99	21	microsoft	microsoft	PROPN
fcis-30943	99	22	developed	develop	VERB
fcis-30943	99	23	the	the	DET
fcis-30943	99	24	differential	differential	ADJ
fcis-30943	99	25	privacy	privacy	NOUN
fcis-30943	99	26	optimized	optimize	VERB
fcis-30943	99	27	gradient	gradient	NOUN
fcis-30943	99	28	descent	descent	NOUN
fcis-30943	99	29	algorithm	algorithm	NOUN
fcis-30943	99	30	(	(	PUNCT
fcis-30943	99	31	dp	dp	NOUN
fcis-30943	99	32	-	-	PUNCT
fcis-30943	99	33	sgd	sgd	NOUN
fcis-30943	99	34	)	)	PUNCT
fcis-30943	99	35	.	.	PUNCT
fcis-30943	100	1	by	by	ADP
fcis-30943	100	2	adding	add	VERB
fcis-30943	100	3	noise	noise	NOUN
fcis-30943	100	4	(	(	PUNCT
fcis-30943	100	5	e.g.	e.g.	ADV
fcis-30943	100	6	,	,	PUNCT
fcis-30943	100	7	laplace	laplace	NOUN
fcis-30943	100	8	noise	noise	NOUN
fcis-30943	100	9	or	or	CCONJ
fcis-30943	100	10	gaussian	gaussian	ADJ
fcis-30943	100	11	noise	noise	NOUN
fcis-30943	100	12	)	)	PUNCT
fcis-30943	100	13	during	during	ADP
fcis-30943	100	14	the	the	DET
fcis-30943	100	15	gradient	gradient	NOUN
fcis-30943	100	16	update	update	NOUN
fcis-30943	100	17	process	process	NOUN
fcis-30943	100	18	and	and	CCONJ
fcis-30943	100	19	accurately	accurately	ADV
fcis-30943	100	20	regulating	regulate	VERB
fcis-30943	100	21	the	the	DET
fcis-30943	100	22	noise	noise	NOUN
fcis-30943	100	23	intensity	intensity	NOUN
fcis-30943	100	24	,	,	PUNCT
fcis-30943	100	25	the	the	DET
fcis-30943	100	26	algorithm	algorithm	NOUN
fcis-30943	100	27	effectively	effectively	ADV
fcis-30943	100	28	prevents	prevent	VERB
fcis-30943	100	29	the	the	DET
fcis-30943	100	30	attacker	attacker	NOUN
fcis-30943	100	31	from	from	ADP
fcis-30943	100	32	inferring	infer	VERB
fcis-30943	100	33	individual	individual	ADJ
fcis-30943	100	34	user	user	NOUN
fcis-30943	100	35	's	's	PART
fcis-30943	100	36	private	private	ADJ
fcis-30943	100	37	information	information	NOUN
fcis-30943	100	38	from	from	ADP
fcis-30943	100	39	the	the	DET
fcis-30943	100	40	noisy	noisy	ADJ
fcis-30943	100	41	gradient	gradient	NOUN
fcis-30943	100	42	,	,	PUNCT
fcis-30943	100	43	successfully	successfully	ADV
fcis-30943	100	44	realizing	realize	VERB
fcis-30943	100	45	the	the	DET
fcis-30943	100	46	balance	balance	NOUN
fcis-30943	100	47	between	between	ADP
fcis-30943	100	48	privacy	privacy	NOUN
fcis-30943	100	49	protection	protection	NOUN
fcis-30943	100	50	and	and	CCONJ
fcis-30943	100	51	model	model	NOUN
fcis-30943	100	52	performance	performance	NOUN
fcis-30943	100	53	and	and	CCONJ
fcis-30943	100	54	utility	utility	NOUN
fcis-30943	100	55	,	,	PUNCT
fcis-30943	100	56	so	so	SCONJ
fcis-30943	100	57	that	that	SCONJ
fcis-30943	100	58	the	the	DET
fcis-30943	100	59	user	user	NOUN
fcis-30943	100	60	's	's	PART
fcis-30943	100	61	sensitive	sensitive	ADJ
fcis-30943	100	62	information	information	NOUN
fcis-30943	100	63	can	can	AUX
fcis-30943	100	64	be	be	AUX
fcis-30943	100	65	adequately	adequately	ADV
fcis-30943	100	66	protected	protect	VERB
fcis-30943	100	67	,	,	PUNCT
fcis-30943	100	68	even	even	ADV
fcis-30943	100	69	in	in	ADP
fcis-30943	100	70	the	the	DET
fcis-30943	100	71	event	event	NOUN
fcis-30943	100	72	of	of	ADP
fcis-30943	100	73	a	a	DET
fcis-30943	100	74	data	data	NOUN
fcis-30943	100	75	leakage	leakage	NOUN
fcis-30943	100	76	.	.	PUNCT
fcis-30943	101	1	this	this	DET
fcis-30943	101	2	27	27	NUM
fcis-30943	101	3	privacy	privacy	NOUN
fcis-30943	101	4	protection	protection	NOUN
fcis-30943	101	5	mechanism	mechanism	NOUN
fcis-30943	101	6	is	be	AUX
fcis-30943	101	7	widely	widely	ADV
fcis-30943	101	8	used	use	VERB
fcis-30943	101	9	in	in	ADP
fcis-30943	101	10	microsoft	microsoft	PROPN
fcis-30943	101	11	's	's	PART
fcis-30943	101	12	azure	azure	ADJ
fcis-30943	101	13	machine	machine	NOUN
fcis-30943	101	14	learning	learn	VERB
fcis-30943	101	15	platform	platform	NOUN
fcis-30943	101	16	and	and	CCONJ
fcis-30943	101	17	cortana	cortana	PROPN
fcis-30943	101	18	voice	voice	NOUN
fcis-30943	101	19	assistant	assistant	NOUN
fcis-30943	101	20	.	.	PUNCT
fcis-30943	102	1	figure	figure	NOUN
fcis-30943	102	2	1	1	NUM
fcis-30943	102	3	.	.	PUNCT
fcis-30943	103	1	dp	dp	ADJ
fcis-30943	103	2	-	-	PUNCT
fcis-30943	103	3	sgd	sgd	ADJ
fcis-30943	103	4	algorithm	algorithm	NOUN
fcis-30943	103	5	implementation	implementation	NOUN
fcis-30943	103	6	flow	flow	NOUN
fcis-30943	103	7	microsoft	microsoft	PROPN
fcis-30943	103	8	has	have	AUX
fcis-30943	103	9	developed	develop	VERB
fcis-30943	103	10	the	the	DET
fcis-30943	103	11	smartnoise	smartnoise	NOUN
fcis-30943	103	12	platform	platform	NOUN
fcis-30943	103	13	,	,	PUNCT
fcis-30943	103	14	an	an	DET
fcis-30943	103	15	open	open	ADJ
fcis-30943	103	16	-	-	PUNCT
fcis-30943	103	17	source	source	NOUN
fcis-30943	103	18	differential	differential	NOUN
fcis-30943	103	19	privacy	privacy	NOUN
fcis-30943	103	20	tool	tool	NOUN
fcis-30943	103	21	designed	design	VERB
fcis-30943	103	22	to	to	PART
fcis-30943	103	23	help	help	VERB
fcis-30943	103	24	organizations	organization	NOUN
fcis-30943	103	25	and	and	CCONJ
fcis-30943	103	26	researchers	researcher	NOUN
fcis-30943	103	27	perform	perform	VERB
fcis-30943	103	28	data	datum	NOUN
fcis-30943	103	29	analysis	analysis	NOUN
fcis-30943	103	30	and	and	CCONJ
fcis-30943	103	31	machine	machine	NOUN
fcis-30943	103	32	learning	learning	NOUN
fcis-30943	103	33	while	while	SCONJ
fcis-30943	103	34	protecting	protect	VERB
fcis-30943	103	35	privacy	privacy	NOUN
fcis-30943	103	36	.	.	PUNCT
fcis-30943	104	1	figure	figure	NOUN
fcis-30943	104	2	2	2	NUM
fcis-30943	104	3	.	.	PUNCT
fcis-30943	104	4	smartnoise	smartnoise	PROPN
fcis-30943	104	5	platform	platform	PROPN
fcis-30943	104	6	privacy	privacy	PROPN
fcis-30943	104	7	protection	protection	NOUN
fcis-30943	104	8	flow	flow	VERB
fcis-30943	104	9	the	the	DET
fcis-30943	104	10	smartnoise	smartnoise	NOUN
fcis-30943	104	11	platform	platform	NOUN
fcis-30943	104	12	includes	include	VERB
fcis-30943	104	13	core	core	NOUN
fcis-30943	104	14	libraries	library	NOUN
fcis-30943	104	15	that	that	PRON
fcis-30943	104	16	provide	provide	VERB
fcis-30943	104	17	differential	differential	NOUN
fcis-30943	104	18	privacy	privacy	NOUN
fcis-30943	104	19	algorithms	algorithm	NOUN
fcis-30943	104	20	and	and	CCONJ
fcis-30943	104	21	mechanisms	mechanism	NOUN
fcis-30943	104	22	,	,	PUNCT
fcis-30943	104	23	support	support	NOUN
fcis-30943	104	24	for	for	ADP
fcis-30943	104	25	multiple	multiple	ADJ
fcis-30943	104	26	programming	programming	NOUN
fcis-30943	104	27	languages	language	NOUN
fcis-30943	104	28	(	(	PUNCT
fcis-30943	104	29	e.g.	e.g.	ADV
fcis-30943	104	30	,	,	PUNCT
fcis-30943	104	31	python	python	NOUN
fcis-30943	104	32	and	and	CCONJ
fcis-30943	104	33	r	r	NOUN
fcis-30943	104	34	)	)	PUNCT
fcis-30943	104	35	,	,	PUNCT
fcis-30943	104	36	and	and	CCONJ
fcis-30943	104	37	ensure	ensure	VERB
fcis-30943	104	38	memory	memory	NOUN
fcis-30943	104	39	security	security	NOUN
fcis-30943	104	40	;	;	PUNCT
fcis-30943	104	41	a	a	DET
fcis-30943	104	42	sql	sql	NOUN
fcis-30943	104	43	data	data	NOUN
fcis-30943	104	44	access	access	NOUN
fcis-30943	104	45	layer	layer	NOUN
fcis-30943	104	46	that	that	PRON
fcis-30943	104	47	allows	allow	VERB
fcis-30943	104	48	users	user	NOUN
fcis-30943	104	49	to	to	PART
fcis-30943	104	50	build	build	VERB
fcis-30943	104	51	analytic	analytic	ADJ
fcis-30943	104	52	graphs	graph	NOUN
fcis-30943	104	53	through	through	ADP
fcis-30943	104	54	the	the	DET
fcis-30943	104	55	sql	sql	NOUN
fcis-30943	104	56	language	language	NOUN
fcis-30943	104	57	,	,	PUNCT
fcis-30943	104	58	and	and	CCONJ
fcis-30943	104	59	sql	sql	NOUN
fcis-30943	104	60	data	datum	NOUN
fcis-30943	104	61	access	access	NOUN
fcis-30943	104	62	support	support	NOUN
fcis-30943	104	63	for	for	ADP
fcis-30943	104	64	multiple	multiple	ADJ
fcis-30943	104	65	database	database	NOUN
fcis-30943	104	66	engines	engine	NOUN
fcis-30943	104	67	(	(	PUNCT
fcis-30943	104	68	e.g.	e.g.	ADV
fcis-30943	104	69	,	,	PUNCT
fcis-30943	104	70	sql	sql	NOUN
fcis-30943	104	71	server	server	NOUN
fcis-30943	104	72	,	,	PUNCT
fcis-30943	104	73	postgresql	postgresql	NOUN
fcis-30943	104	74	,	,	PUNCT
fcis-30943	104	75	spark	spark	NOUN
fcis-30943	104	76	,	,	PUNCT
fcis-30943	104	77	etc	etc	X
fcis-30943	104	78	.	.	X
fcis-30943	104	79	)	)	PUNCT
fcis-30943	105	1	layer	layer	NOUN
fcis-30943	105	2	can	can	AUX
fcis-30943	105	3	ensure	ensure	VERB
fcis-30943	105	4	privacy	privacy	NOUN
fcis-30943	105	5	budget	budget	NOUN
fcis-30943	105	6	management	management	NOUN
fcis-30943	105	7	for	for	ADP
fcis-30943	105	8	each	each	DET
fcis-30943	105	9	query	query	NOUN
fcis-30943	105	10	privacy	privacy	NOUN
fcis-30943	105	11	protection	protection	NOUN
fcis-30943	105	12	through	through	ADP
fcis-30943	105	13	privacy	privacy	NOUN
fcis-30943	105	14	budget	budget	NOUN
fcis-30943	105	15	(	(	PUNCT
fcis-30943	105	16	epsilon	epsilon	PROPN
fcis-30943	105	17	)	)	PUNCT
fcis-30943	105	18	management	management	NOUN
fcis-30943	105	19	.	.	PUNCT
fcis-30943	106	1	microsoft	microsoft	PROPN
fcis-30943	106	2	supports	support	VERB
fcis-30943	106	3	the	the	DET
fcis-30943	106	4	generation	generation	NOUN
fcis-30943	106	5	of	of	ADP
fcis-30943	106	6	differential	differential	ADJ
fcis-30943	106	7	privacy	privacy	NOUN
fcis-30943	106	8	synthetic	synthetic	ADJ
fcis-30943	106	9	data	datum	NOUN
fcis-30943	106	10	for	for	ADP
fcis-30943	106	11	machine	machine	NOUN
fcis-30943	106	12	learning	learning	NOUN
fcis-30943	106	13	and	and	CCONJ
fcis-30943	106	14	deep	deep	ADJ
fcis-30943	106	15	learning	learning	NOUN
fcis-30943	106	16	tasks	task	NOUN
fcis-30943	106	17	through	through	ADP
fcis-30943	106	18	the	the	DET
fcis-30943	106	19	smartnoise	smartnoise	NOUN
fcis-30943	106	20	platform	platform	NOUN
fcis-30943	106	21	,	,	PUNCT
fcis-30943	106	22	such	such	ADJ
fcis-30943	106	23	as	as	ADP
fcis-30943	106	24	the	the	DET
fcis-30943	106	25	use	use	NOUN
fcis-30943	106	26	of	of	ADP
fcis-30943	106	27	techniques	technique	NOUN
fcis-30943	106	28	such	such	ADJ
fcis-30943	106	29	as	as	ADP
fcis-30943	106	30	differential	differential	ADJ
fcis-30943	106	31	privacy	privacy	NOUN
fcis-30943	106	32	generative	generative	ADJ
fcis-30943	106	33	adversarial	adversarial	ADJ
fcis-30943	106	34	networks	network	NOUN
fcis-30943	106	35	(	(	PUNCT
fcis-30943	106	36	dp	dp	NOUN
fcis-30943	106	37	-	-	PUNCT
fcis-30943	106	38	gans	gan	NOUN
fcis-30943	106	39	)	)	PUNCT
fcis-30943	106	40	and	and	CCONJ
fcis-30943	106	41	improved	improved	ADJ
fcis-30943	106	42	pategans	pategan	NOUN
fcis-30943	106	43	,	,	PUNCT
fcis-30943	106	44	which	which	PRON
fcis-30943	106	45	can	can	AUX
fcis-30943	106	46	be	be	AUX
fcis-30943	106	47	used	use	VERB
fcis-30943	106	48	to	to	PART
fcis-30943	106	49	generating	generate	VERB
fcis-30943	106	50	high	high	ADJ
fcis-30943	106	51	-	-	PUNCT
fcis-30943	106	52	quality	quality	NOUN
fcis-30943	106	53	synthetic	synthetic	ADJ
fcis-30943	106	54	data	datum	NOUN
fcis-30943	106	55	while	while	SCONJ
fcis-30943	106	56	preserving	preserve	VERB
fcis-30943	106	57	privacy	privacy	NOUN
fcis-30943	106	58	[	[	X
fcis-30943	106	59	23	23	NUM
fcis-30943	106	60	]	]	PUNCT
fcis-30943	106	61	.	.	PUNCT
fcis-30943	107	1	5	5	X
fcis-30943	107	2	.	.	X
fcis-30943	107	3	summary	summary	NOUN
fcis-30943	107	4	and	and	CCONJ
fcis-30943	107	5	outlook	outlook	VERB
fcis-30943	107	6	5.1	5.1	NUM
fcis-30943	107	7	.	.	PUNCT
fcis-30943	108	1	discussion	discussion	NOUN
fcis-30943	108	2	and	and	CCONJ
fcis-30943	108	3	analysis	analysis	NOUN
fcis-30943	108	4	although	although	SCONJ
fcis-30943	108	5	differential	differential	ADJ
fcis-30943	108	6	privacy	privacy	NOUN
fcis-30943	108	7	performs	perform	VERB
fcis-30943	108	8	well	well	ADV
fcis-30943	108	9	in	in	ADP
fcis-30943	108	10	balancing	balance	VERB
fcis-30943	108	11	privacy	privacy	NOUN
fcis-30943	108	12	protection	protection	NOUN
fcis-30943	108	13	and	and	CCONJ
fcis-30943	108	14	data	datum	NOUN
fcis-30943	108	15	utility	utility	NOUN
fcis-30943	108	16	,	,	PUNCT
fcis-30943	108	17	it	it	PRON
fcis-30943	108	18	still	still	ADV
fcis-30943	108	19	faces	face	VERB
fcis-30943	108	20	many	many	ADJ
fcis-30943	108	21	challenges	challenge	NOUN
fcis-30943	108	22	in	in	ADP
fcis-30943	108	23	practical	practical	ADJ
fcis-30943	108	24	applications	application	NOUN
fcis-30943	108	25	.	.	PUNCT
fcis-30943	109	1	while	while	SCONJ
fcis-30943	109	2	adding	add	VERB
fcis-30943	109	3	noise	noise	NOUN
fcis-30943	109	4	protects	protect	VERB
fcis-30943	109	5	privacy	privacy	NOUN
fcis-30943	109	6	,	,	PUNCT
fcis-30943	109	7	it	it	PRON
fcis-30943	109	8	may	may	AUX
fcis-30943	109	9	also	also	ADV
fcis-30943	109	10	significantly	significantly	ADV
fcis-30943	109	11	degrade	degrade	VERB
fcis-30943	109	12	data	datum	NOUN
fcis-30943	109	13	utility	utility	NOUN
fcis-30943	109	14	,	,	PUNCT
fcis-30943	109	15	especially	especially	ADV
fcis-30943	109	16	in	in	ADP
fcis-30943	109	17	high	high	ADJ
fcis-30943	109	18	-	-	PUNCT
fcis-30943	109	19	precision	precision	NOUN
fcis-30943	109	20	analysis	analysis	NOUN
fcis-30943	109	21	tasks	task	NOUN
fcis-30943	109	22	where	where	SCONJ
fcis-30943	109	23	differential	differential	ADJ
fcis-30943	109	24	privacy	privacy	NOUN
fcis-30943	109	25	struggles	struggle	VERB
fcis-30943	109	26	to	to	PART
fcis-30943	109	27	meet	meet	VERB
fcis-30943	109	28	data	datum	NOUN
fcis-30943	109	29	accuracy	accuracy	NOUN
fcis-30943	109	30	requirements	requirement	NOUN
fcis-30943	109	31	.	.	PUNCT
fcis-30943	110	1	the	the	DET
fcis-30943	110	2	allocation	allocation	NOUN
fcis-30943	110	3	and	and	CCONJ
fcis-30943	110	4	management	management	NOUN
fcis-30943	110	5	of	of	ADP
fcis-30943	110	6	privacy	privacy	NOUN
fcis-30943	110	7	budgets	budget	NOUN
fcis-30943	110	8	also	also	ADV
fcis-30943	110	9	need	need	VERB
fcis-30943	110	10	to	to	PART
fcis-30943	110	11	be	be	AUX
fcis-30943	110	12	precisely	precisely	ADV
fcis-30943	110	13	computed	compute	VERB
fcis-30943	110	14	,	,	PUNCT
fcis-30943	110	15	otherwise	otherwise	ADV
fcis-30943	110	16	it	it	PRON
fcis-30943	110	17	may	may	AUX
fcis-30943	110	18	lead	lead	VERB
fcis-30943	110	19	to	to	ADP
fcis-30943	110	20	insufficient	insufficient	ADJ
fcis-30943	110	21	privacy	privacy	NOUN
fcis-30943	110	22	protection	protection	NOUN
fcis-30943	110	23	or	or	CCONJ
fcis-30943	110	24	data	data	NOUN
fcis-30943	110	25	utility	utility	NOUN
fcis-30943	110	26	degradation	degradation	NOUN
fcis-30943	110	27	.	.	PUNCT
fcis-30943	111	1	the	the	DET
fcis-30943	111	2	management	management	NOUN
fcis-30943	111	3	of	of	ADP
fcis-30943	111	4	privacy	privacy	NOUN
fcis-30943	111	5	budgets	budget	NOUN
fcis-30943	111	6	becomes	become	VERB
fcis-30943	111	7	especially	especially	ADV
fcis-30943	111	8	complex	complex	ADJ
fcis-30943	111	9	in	in	ADP
fcis-30943	111	10	multiple	multiple	ADJ
fcis-30943	111	11	query	query	NOUN
fcis-30943	111	12	or	or	CCONJ
fcis-30943	111	13	data	datum	NOUN
fcis-30943	111	14	distribution	distribution	NOUN
fcis-30943	111	15	scenarios	scenario	NOUN
fcis-30943	111	16	,	,	PUNCT
fcis-30943	111	17	and	and	CCONJ
fcis-30943	111	18	needs	need	VERB
fcis-30943	111	19	to	to	PART
fcis-30943	111	20	be	be	AUX
fcis-30943	111	21	dynamically	dynamically	ADV
fcis-30943	111	22	adjusted	adjust	VERB
fcis-30943	111	23	to	to	PART
fcis-30943	111	24	accommodate	accommodate	VERB
fcis-30943	111	25	different	different	ADJ
fcis-30943	111	26	query	query	NOUN
fcis-30943	111	27	requirements	requirement	NOUN
fcis-30943	111	28	.	.	PUNCT
fcis-30943	112	1	the	the	DET
fcis-30943	112	2	implementation	implementation	NOUN
fcis-30943	112	3	of	of	ADP
fcis-30943	112	4	differential	differential	ADJ
fcis-30943	112	5	privacy	privacy	NOUN
fcis-30943	112	6	techniques	technique	NOUN
fcis-30943	112	7	requires	require	VERB
fcis-30943	112	8	some	some	DET
fcis-30943	112	9	computational	computational	ADJ
fcis-30943	112	10	overhead	overhead	NOUN
fcis-30943	112	11	,	,	PUNCT
fcis-30943	112	12	especially	especially	ADV
fcis-30943	112	13	in	in	ADP
fcis-30943	112	14	terms	term	NOUN
fcis-30943	112	15	of	of	ADP
fcis-30943	112	16	noise	noise	NOUN
fcis-30943	112	17	addition	addition	NOUN
fcis-30943	112	18	and	and	CCONJ
fcis-30943	112	19	privacy	privacy	NOUN
fcis-30943	112	20	budget	budget	NOUN
fcis-30943	112	21	management	management	NOUN
fcis-30943	112	22	.	.	PUNCT
fcis-30943	113	1	for	for	ADP
fcis-30943	113	2	largescale	largescale	NOUN
fcis-30943	113	3	datasets	dataset	NOUN
fcis-30943	113	4	and	and	CCONJ
fcis-30943	113	5	complex	complex	ADJ
fcis-30943	113	6	queries	query	NOUN
fcis-30943	113	7	,	,	PUNCT
fcis-30943	113	8	this	this	DET
fcis-30943	113	9	computational	computational	ADJ
fcis-30943	113	10	overhead	overhead	NOUN
fcis-30943	113	11	may	may	AUX
fcis-30943	113	12	significantly	significantly	ADV
fcis-30943	113	13	increase	increase	VERB
fcis-30943	113	14	and	and	CCONJ
fcis-30943	113	15	thus	thus	ADV
fcis-30943	113	16	affect	affect	VERB
fcis-30943	113	17	the	the	DET
fcis-30943	113	18	efficiency	efficiency	NOUN
fcis-30943	113	19	of	of	ADP
fcis-30943	113	20	the	the	DET
fcis-30943	113	21	system	system	NOUN
fcis-30943	113	22	.	.	PUNCT
fcis-30943	114	1	differential	differential	PROPN
fcis-30943	114	2	privacy	privacy	NOUN
fcis-30943	114	3	is	be	AUX
fcis-30943	114	4	mainly	mainly	ADV
fcis-30943	114	5	suitable	suitable	ADJ
fcis-30943	114	6	for	for	ADP
fcis-30943	114	7	statistical	statistical	ADJ
fcis-30943	114	8	analysis	analysis	NOUN
fcis-30943	114	9	and	and	CCONJ
fcis-30943	114	10	machine	machine	NOUN
fcis-30943	114	11	learning	learning	NOUN
fcis-30943	114	12	model	model	NOUN
fcis-30943	114	13	training	training	NOUN
fcis-30943	114	14	,	,	PUNCT
fcis-30943	114	15	while	while	SCONJ
fcis-30943	114	16	its	its	PRON
fcis-30943	114	17	applicability	applicability	NOUN
fcis-30943	114	18	may	may	AUX
fcis-30943	114	19	be	be	AUX
fcis-30943	114	20	limited	limit	VERB
fcis-30943	114	21	for	for	ADP
fcis-30943	114	22	certain	certain	ADJ
fcis-30943	114	23	application	application	NOUN
fcis-30943	114	24	scenarios	scenario	NOUN
fcis-30943	114	25	that	that	PRON
fcis-30943	114	26	require	require	VERB
fcis-30943	114	27	precise	precise	ADJ
fcis-30943	114	28	data	datum	NOUN
fcis-30943	114	29	,	,	PUNCT
fcis-30943	114	30	such	such	ADJ
fcis-30943	114	31	as	as	ADP
fcis-30943	114	32	financial	financial	ADJ
fcis-30943	114	33	transactions	transaction	NOUN
fcis-30943	114	34	.	.	PUNCT
fcis-30943	115	1	although	although	SCONJ
fcis-30943	115	2	differential	differential	ADJ
fcis-30943	115	3	privacy	privacy	NOUN
fcis-30943	115	4	provides	provide	VERB
fcis-30943	115	5	strong	strong	ADJ
fcis-30943	115	6	privacy	privacy	NOUN
fcis-30943	115	7	protection	protection	NOUN
fcis-30943	115	8	,	,	PUNCT
fcis-30943	115	9	it	it	PRON
fcis-30943	115	10	can	can	AUX
fcis-30943	115	11	not	not	PART
fcis-30943	115	12	completely	completely	ADV
fcis-30943	115	13	prevent	prevent	VERB
fcis-30943	115	14	privacy	privacy	NOUN
fcis-30943	115	15	leakage	leakage	NOUN
fcis-30943	115	16	in	in	ADP
fcis-30943	115	17	some	some	DET
fcis-30943	115	18	cases	case	NOUN
fcis-30943	115	19	especially	especially	ADV
fcis-30943	115	20	when	when	SCONJ
fcis-30943	115	21	the	the	DET
fcis-30943	115	22	attacker	attacker	NOUN
fcis-30943	115	23	has	have	VERB
fcis-30943	115	24	a	a	DET
fcis-30943	115	25	large	large	ADJ
fcis-30943	115	26	amount	amount	NOUN
fcis-30943	115	27	of	of	ADP
fcis-30943	115	28	auxiliary	auxiliary	ADJ
fcis-30943	115	29	information	information	NOUN
fcis-30943	115	30	.	.	PUNCT
fcis-30943	116	1	in	in	ADP
fcis-30943	116	2	summary	summary	NOUN
fcis-30943	116	3	,	,	PUNCT
fcis-30943	116	4	differential	differential	ADJ
fcis-30943	116	5	privacy	privacy	NOUN
fcis-30943	116	6	techniques	technique	NOUN
fcis-30943	116	7	still	still	ADV
fcis-30943	116	8	need	need	VERB
fcis-30943	116	9	to	to	PART
fcis-30943	116	10	be	be	AUX
fcis-30943	116	11	further	far	ADV
fcis-30943	116	12	optimized	optimize	VERB
fcis-30943	116	13	to	to	PART
fcis-30943	116	14	cope	cope	VERB
fcis-30943	116	15	with	with	ADP
fcis-30943	116	16	more	more	ADJ
fcis-30943	116	17	complex	complex	ADJ
fcis-30943	116	18	attack	attack	NOUN
fcis-30943	116	19	scenarios	scenario	NOUN
fcis-30943	116	20	and	and	CCONJ
fcis-30943	116	21	higher	high	ADJ
fcis-30943	116	22	data	datum	NOUN
fcis-30943	116	23	utility	utility	NOUN
fcis-30943	116	24	requirements	requirement	NOUN
fcis-30943	116	25	.	.	PUNCT
fcis-30943	117	1	5.2	5.2	NUM
fcis-30943	117	2	.	.	PUNCT
fcis-30943	118	1	future	future	ADJ
fcis-30943	118	2	research	research	NOUN
fcis-30943	118	3	directions	direction	NOUN
fcis-30943	118	4	differential	differential	NOUN
fcis-30943	118	5	privacy	privacy	NOUN
fcis-30943	118	6	protects	protect	VERB
fcis-30943	118	7	privacy	privacy	NOUN
fcis-30943	118	8	by	by	ADP
fcis-30943	118	9	adding	add	VERB
fcis-30943	118	10	noise	noise	NOUN
fcis-30943	118	11	,	,	PUNCT
fcis-30943	118	12	but	but	CCONJ
fcis-30943	118	13	this	this	DET
fcis-30943	118	14	process	process	NOUN
fcis-30943	118	15	may	may	AUX
fcis-30943	118	16	weaken	weaken	VERB
fcis-30943	118	17	the	the	DET
fcis-30943	118	18	utility	utility	NOUN
fcis-30943	118	19	of	of	ADP
fcis-30943	118	20	the	the	DET
fcis-30943	118	21	data	datum	NOUN
fcis-30943	118	22	.	.	PUNCT
fcis-30943	119	1	current	current	ADJ
fcis-30943	119	2	research	research	NOUN
fcis-30943	119	3	has	have	AUX
fcis-30943	119	4	struck	strike	VERB
fcis-30943	119	5	a	a	DET
fcis-30943	119	6	balance	balance	NOUN
fcis-30943	119	7	between	between	ADP
fcis-30943	119	8	privacy	privacy	NOUN
fcis-30943	119	9	and	and	CCONJ
fcis-30943	119	10	utility	utility	NOUN
fcis-30943	119	11	but	but	CCONJ
fcis-30943	119	12	there	there	PRON
fcis-30943	119	13	is	be	VERB
fcis-30943	119	14	still	still	ADV
fcis-30943	119	15	room	room	NOUN
fcis-30943	119	16	for	for	ADP
fcis-30943	119	17	improvement	improvement	NOUN
fcis-30943	119	18	.	.	PUNCT
fcis-30943	120	1	future	future	ADJ
fcis-30943	120	2	research	research	NOUN
fcis-30943	120	3	directions	direction	NOUN
fcis-30943	120	4	can	can	AUX
fcis-30943	120	5	focus	focus	VERB
fcis-30943	120	6	more	more	ADV
fcis-30943	120	7	on	on	ADP
fcis-30943	120	8	developing	develop	VERB
fcis-30943	120	9	smarter	smart	ADJ
fcis-30943	120	10	noise	noise	NOUN
fcis-30943	120	11	addition	addition	NOUN
fcis-30943	120	12	mechanisms	mechanism	NOUN
fcis-30943	120	13	that	that	PRON
fcis-30943	120	14	dynamically	dynamically	ADV
fcis-30943	120	15	adjust	adjust	VERB
fcis-30943	120	16	the	the	DET
fcis-30943	120	17	amount	amount	NOUN
fcis-30943	120	18	of	of	ADP
fcis-30943	120	19	noise	noise	NOUN
fcis-30943	120	20	according	accord	VERB
fcis-30943	120	21	to	to	ADP
fcis-30943	120	22	the	the	DET
fcis-30943	120	23	sensitivity	sensitivity	NOUN
fcis-30943	120	24	of	of	ADP
fcis-30943	120	25	data	datum	NOUN
fcis-30943	120	26	and	and	CCONJ
fcis-30943	120	27	the	the	DET
fcis-30943	120	28	complexity	complexity	NOUN
fcis-30943	120	29	of	of	ADP
fcis-30943	120	30	the	the	DET
fcis-30943	120	31	query	query	NOUN
fcis-30943	120	32	,	,	PUNCT
fcis-30943	120	33	so	so	SCONJ
fcis-30943	120	34	as	as	SCONJ
fcis-30943	120	35	to	to	PART
fcis-30943	120	36	further	far	ADV
fcis-30943	120	37	optimize	optimize	VERB
fcis-30943	120	38	the	the	DET
fcis-30943	120	39	balance	balance	NOUN
fcis-30943	120	40	between	between	ADP
fcis-30943	120	41	privacy	privacy	NOUN
fcis-30943	120	42	protection	protection	NOUN
fcis-30943	120	43	and	and	CCONJ
fcis-30943	120	44	data	datum	NOUN
fcis-30943	120	45	utility	utility	NOUN
fcis-30943	120	46	,	,	PUNCT
fcis-30943	120	47	establish	establish	VERB
fcis-30943	120	48	more	more	ADV
fcis-30943	120	49	accurate	accurate	ADJ
fcis-30943	120	50	privacyutility	privacyutility	NOUN
fcis-30943	120	51	trade	trade	NOUN
fcis-30943	120	52	-	-	PUNCT
fcis-30943	120	53	off	off	ADP
fcis-30943	120	54	models	model	NOUN
fcis-30943	120	55	,	,	PUNCT
fcis-30943	120	56	and	and	CCONJ
fcis-30943	120	57	find	find	VERB
fcis-30943	120	58	the	the	DET
fcis-30943	120	59	optimal	optimal	ADJ
fcis-30943	120	60	privacy	privacy	NOUN
fcis-30943	120	61	parameters	parameter	NOUN
fcis-30943	120	62	through	through	ADP
fcis-30943	120	63	mathematical	mathematical	ADJ
fcis-30943	120	64	optimization	optimization	NOUN
fcis-30943	120	65	methods	method	NOUN
fcis-30943	120	66	in	in	ADP
fcis-30943	120	67	order	order	NOUN
fcis-30943	120	68	to	to	PART
fcis-30943	120	69	maximize	maximize	VERB
fcis-30943	120	70	the	the	DET
fcis-30943	120	71	utility	utility	NOUN
fcis-30943	120	72	of	of	ADP
fcis-30943	120	73	data	datum	NOUN
fcis-30943	120	74	[	[	X
fcis-30943	120	75	24	24	NUM
fcis-30943	120	76	]	]	PUNCT
fcis-30943	120	77	.	.	PUNCT
fcis-30943	121	1	although	although	SCONJ
fcis-30943	121	2	differential	differential	ADJ
fcis-30943	121	3	privacy	privacy	NOUN
fcis-30943	121	4	technology	technology	NOUN
fcis-30943	121	5	provides	provide	VERB
fcis-30943	121	6	strong	strong	ADJ
fcis-30943	121	7	privacy	privacy	NOUN
fcis-30943	121	8	protection	protection	NOUN
fcis-30943	121	9	in	in	ADP
fcis-30943	121	10	theory	theory	NOUN
fcis-30943	121	11	,	,	PUNCT
fcis-30943	121	12	users	user	NOUN
fcis-30943	121	13	'	'	PART
fcis-30943	121	14	trust	trust	NOUN
fcis-30943	121	15	and	and	CCONJ
fcis-30943	121	16	acceptance	acceptance	NOUN
fcis-30943	121	17	of	of	ADP
fcis-30943	121	18	privacy	privacy	NOUN
fcis-30943	121	19	protection	protection	NOUN
fcis-30943	121	20	technology	technology	NOUN
fcis-30943	121	21	is	be	AUX
fcis-30943	121	22	still	still	ADV
fcis-30943	121	23	low	low	ADJ
fcis-30943	121	24	.	.	PUNCT
fcis-30943	122	1	enterprise	enterprise	NOUN
fcis-30943	122	2	companies	company	NOUN
fcis-30943	122	3	may	may	AUX
fcis-30943	122	4	consider	consider	VERB
fcis-30943	122	5	following	follow	VERB
fcis-30943	122	6	up	up	ADP
fcis-30943	122	7	with	with	ADP
fcis-30943	122	8	more	more	ADJ
fcis-30943	122	9	user	user	NOUN
fcis-30943	122	10	privacy	privacy	NOUN
fcis-30943	122	11	education	education	NOUN
fcis-30943	122	12	activities	activity	NOUN
fcis-30943	122	13	to	to	PART
fcis-30943	122	14	improve	improve	VERB
fcis-30943	122	15	users	user	NOUN
fcis-30943	122	16	'	'	PART
fcis-30943	122	17	understanding	understanding	NOUN
fcis-30943	122	18	and	and	CCONJ
fcis-30943	122	19	trust	trust	NOUN
fcis-30943	122	20	in	in	ADP
fcis-30943	122	21	differential	differential	ADJ
fcis-30943	122	22	privacy	privacy	NOUN
fcis-30943	122	23	technology	technology	NOUN
fcis-30943	122	24	,	,	PUNCT
fcis-30943	122	25	and	and	CCONJ
fcis-30943	122	26	relevant	relevant	ADJ
fcis-30943	122	27	technicians	technician	NOUN
fcis-30943	122	28	to	to	PART
fcis-30943	122	29	develop	develop	VERB
fcis-30943	122	30	more	more	ADV
fcis-30943	122	31	transparent	transparent	ADJ
fcis-30943	122	32	differential	differential	NOUN
fcis-30943	122	33	privacy	privacy	NOUN
fcis-30943	122	34	mechanisms	mechanism	NOUN
fcis-30943	122	35	to	to	PART
fcis-30943	122	36	show	show	VERB
fcis-30943	122	37	users	user	NOUN
fcis-30943	122	38	the	the	DET
fcis-30943	122	39	specific	specific	ADJ
fcis-30943	122	40	process	process	NOUN
fcis-30943	122	41	and	and	CCONJ
fcis-30943	122	42	effect	effect	NOUN
fcis-30943	122	43	of	of	ADP
fcis-30943	122	44	privacy	privacy	NOUN
fcis-30943	122	45	protection	protection	NOUN
fcis-30943	122	46	.	.	PUNCT
fcis-30943	123	1	significant	significant	ADJ
fcis-30943	123	2	progress	progress	NOUN
fcis-30943	123	3	has	have	AUX
fcis-30943	123	4	been	be	AUX
fcis-30943	123	5	made	make	VERB
fcis-30943	123	6	in	in	ADP
fcis-30943	123	7	the	the	DET
fcis-30943	123	8	application	application	NOUN
fcis-30943	123	9	of	of	ADP
fcis-30943	123	10	28	28	NUM
fcis-30943	123	11	differential	differential	NOUN
fcis-30943	123	12	privacy	privacy	NOUN
fcis-30943	123	13	in	in	ADP
fcis-30943	123	14	business	business	NOUN
fcis-30943	123	15	data	datum	NOUN
fcis-30943	123	16	protection	protection	NOUN
fcis-30943	123	17	,	,	PUNCT
fcis-30943	123	18	but	but	CCONJ
fcis-30943	123	19	the	the	DET
fcis-30943	123	20	application	application	NOUN
fcis-30943	123	21	in	in	ADP
fcis-30943	123	22	some	some	DET
fcis-30943	123	23	specific	specific	ADJ
fcis-30943	123	24	domains	domain	NOUN
fcis-30943	123	25	(	(	PUNCT
fcis-30943	123	26	e.g.	e.g.	ADV
fcis-30943	123	27	,	,	PUNCT
fcis-30943	123	28	healthcare	healthcare	PROPN
fcis-30943	123	29	,	,	PUNCT
fcis-30943	123	30	finance	finance	NOUN
fcis-30943	123	31	)	)	PUNCT
fcis-30943	123	32	still	still	ADV
fcis-30943	123	33	needs	need	VERB
fcis-30943	123	34	to	to	PART
fcis-30943	123	35	be	be	AUX
fcis-30943	123	36	further	far	ADV
fcis-30943	123	37	explored	explore	VERB
fcis-30943	123	38	differential	differential	ADJ
fcis-30943	123	39	privacy	privacy	NOUN
fcis-30943	123	40	in	in	ADP
fcis-30943	123	41	financial	financial	ADJ
fcis-30943	123	42	risk	risk	NOUN
fcis-30943	123	43	assessment	assessment	NOUN
fcis-30943	123	44	and	and	CCONJ
fcis-30943	123	45	transactional	transactional	ADJ
fcis-30943	123	46	data	datum	NOUN
fcis-30943	123	47	analytics	analytic	NOUN
fcis-30943	123	48	to	to	PART
fcis-30943	123	49	protect	protect	VERB
fcis-30943	123	50	users	user	NOUN
fcis-30943	123	51	'	'	PART
fcis-30943	123	52	financial	financial	ADJ
fcis-30943	123	53	privacy	privacy	NOUN
fcis-30943	123	54	.	.	PUNCT
fcis-30943	124	1	references	reference	NOUN
fcis-30943	124	2	[	[	X
fcis-30943	124	3	1	1	NUM
fcis-30943	124	4	]	]	X
fcis-30943	124	5	zhao	zhao	X
fcis-30943	124	6	,	,	PUNCT
fcis-30943	124	7	y.	y.	PROPN
fcis-30943	124	8	,	,	PUNCT
fcis-30943	124	9	&	&	CCONJ
fcis-30943	124	10	yang	yang	PROPN
fcis-30943	124	11	,	,	PUNCT
fcis-30943	124	12	m.	m.	NOUN
fcis-30943	124	13	(	(	PUNCT
fcis-30943	124	14	2023	2023	NUM
fcis-30943	124	15	)	)	PUNCT
fcis-30943	124	16	.	.	PUNCT
fcis-30943	125	1	a	a	DET
fcis-30943	125	2	review	review	NOUN
fcis-30943	125	3	of	of	ADP
fcis-30943	125	4	advances	advance	NOUN
fcis-30943	125	5	in	in	ADP
fcis-30943	125	6	differential	differential	ADJ
fcis-30943	125	7	privacy	privacy	NOUN
fcis-30943	125	8	research	research	NOUN
fcis-30943	125	9	.	.	PUNCT
fcis-30943	126	1	computer	computer	NOUN
fcis-30943	126	2	science	science	NOUN
fcis-30943	126	3	,	,	PUNCT
fcis-30943	126	4	50(4	50(4	NUM
fcis-30943	126	5	)	)	PUNCT
fcis-30943	126	6	,	,	PUNCT
fcis-30943	126	7	265276	265276	NUM
fcis-30943	126	8	.	.	PUNCT
fcis-30943	127	1	[	[	X
fcis-30943	127	2	2	2	NUM
fcis-30943	127	3	]	]	X
fcis-30943	127	4	wang	wang	PROPN
fcis-30943	127	5	,	,	PUNCT
fcis-30943	127	6	y.	y.	PROPN
fcis-30943	127	7	,	,	PUNCT
fcis-30943	127	8	yu	yu	PROPN
fcis-30943	127	9	,	,	PUNCT
fcis-30943	127	10	y.	y.	PROPN
fcis-30943	127	11	,	,	PUNCT
fcis-30943	127	12	yuan	yuan	PROPN
fcis-30943	127	13	,	,	PUNCT
fcis-30943	127	14	q.	q.	PROPN
fcis-30943	127	15	,	,	PUNCT
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fcis-30943	127	22	.	.	PUNCT
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fcis-30943	128	8	.	.	PUNCT
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fcis-30943	130	2	from	from	ADP
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fcis-30943	130	10	.	.	PUNCT
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fcis-30943	131	3	]	]	SYM
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fcis-30943	131	7	,	,	PUNCT
fcis-30943	131	8	hui	hui	PROPN
fcis-30943	131	9	,	,	PUNCT
fcis-30943	131	10	l.	l.	PROPN
fcis-30943	131	11	,	,	PUNCT
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fcis-30943	131	13	,	,	PUNCT
fcis-30943	131	14	l.	l.	PROPN
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fcis-30943	131	16	et	et	PROPN
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fcis-30943	132	1	(	(	PUNCT
fcis-30943	132	2	2018	2018	NUM
fcis-30943	132	3	)	)	PUNCT
fcis-30943	132	4	.	.	PUNCT
fcis-30943	133	1	an	an	DET
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fcis-30943	133	6	.	.	PUNCT
fcis-30943	134	1	journal	journal	PROPN
fcis-30943	134	2	of	of	ADP
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fcis-30943	134	5	,	,	PUNCT
fcis-30943	134	6	3(5	3(5	NUM
fcis-30943	134	7	)	)	PUNCT
fcis-30943	134	8	,	,	PUNCT
fcis-30943	134	9	92104	92104	NUM
fcis-30943	134	10	.	.	PUNCT
fcis-30943	135	1	[	[	X
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fcis-30943	135	3	]	]	X
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fcis-30943	135	5	,	,	PUNCT
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fcis-30943	135	7	(	(	PUNCT
fcis-30943	135	8	2006	2006	NUM
fcis-30943	135	9	)	)	PUNCT
fcis-30943	135	10	.	.	PUNCT
fcis-30943	136	1	differential	differential	PROPN
fcis-30943	136	2	privacy	privacy	NOUN
fcis-30943	136	3	.	.	PUNCT
fcis-30943	137	1	in	in	ADP
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fcis-30943	137	4	on	on	ADP
fcis-30943	137	5	automata	automata	NOUN
fcis-30943	137	6	,	,	PUNCT
fcis-30943	137	7	languages	language	NOUN
fcis-30943	137	8	,	,	PUNCT
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fcis-30943	137	11	(	(	PUNCT
fcis-30943	137	12	pp	pp	ADJ
fcis-30943	137	13	.	.	PUNCT
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fcis-30943	137	15	-	-	SYM
fcis-30943	137	16	12	12	NUM
fcis-30943	137	17	)	)	PUNCT
fcis-30943	137	18	.	.	PUNCT
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fcis-30943	138	2	,	,	PUNCT
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fcis-30943	138	6	.	.	PUNCT
fcis-30943	139	1	[	[	X
fcis-30943	139	2	5	5	NUM
fcis-30943	139	3	]	]	PUNCT
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fcis-30943	139	5	,	,	PUNCT
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fcis-30943	139	8	2010	2010	NUM
fcis-30943	139	9	)	)	PUNCT
fcis-30943	139	10	.	.	PUNCT
fcis-30943	140	1	differential	differential	PROPN
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fcis-30943	140	3	in	in	ADP
fcis-30943	140	4	new	new	ADJ
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fcis-30943	140	6	.	.	PUNCT
fcis-30943	141	1	in	in	ADP
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fcis-30943	141	3	-	-	PUNCT
fcis-30943	141	4	siam	siam	NOUN
fcis-30943	141	5	symposium	symposium	NOUN
fcis-30943	141	6	on	on	ADP
fcis-30943	141	7	discrete	discrete	ADJ
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fcis-30943	141	9	(	(	PUNCT
fcis-30943	141	10	pp	pp	ADJ
fcis-30943	141	11	.	.	NOUN
fcis-30943	141	12	174183	174183	NUM
fcis-30943	141	13	)	)	PUNCT
fcis-30943	141	14	.	.	PUNCT
fcis-30943	142	1	soda	soda	NOUN
fcis-30943	142	2	2010	2010	NUM
fcis-30943	142	3	,	,	PUNCT
fcis-30943	142	4	austin	austin	PROPN
fcis-30943	142	5	,	,	PUNCT
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fcis-30943	142	9	.	.	PUNCT
fcis-30943	143	1	[	[	X
fcis-30943	143	2	6	6	NUM
fcis-30943	143	3	]	]	PUNCT
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fcis-30943	143	5	,	,	PUNCT
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fcis-30943	143	7	(	(	PUNCT
fcis-30943	143	8	2011	2011	NUM
fcis-30943	143	9	)	)	PUNCT
fcis-30943	143	10	.	.	PUNCT
fcis-30943	144	1	a	a	DET
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fcis-30943	144	8	.	.	PUNCT
fcis-30943	145	1	acm	acm	PROPN
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fcis-30943	146	1	[	[	X
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fcis-30943	146	5	,	,	PUNCT
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fcis-30943	146	7	(	(	PUNCT
fcis-30943	146	8	2011	2011	NUM
fcis-30943	146	9	)	)	PUNCT
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fcis-30943	147	6	:	:	PUNCT
fcis-30943	147	7	a	a	DET
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fcis-30943	148	6	(	(	PUNCT
fcis-30943	148	7	pp	pp	ADJ
fcis-30943	148	8	.	.	PUNCT
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fcis-30943	149	2	-	-	SYM
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fcis-30943	149	4	)	)	PUNCT
fcis-30943	149	5	.	.	PUNCT
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fcis-30943	150	2	.	.	PUNCT
fcis-30943	151	1	[	[	X
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fcis-30943	151	3	]	]	X
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fcis-30943	151	5	,	,	PUNCT
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fcis-30943	151	8	,	,	PUNCT
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fcis-30943	151	17	(	(	PUNCT
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fcis-30943	151	19	)	)	PUNCT
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fcis-30943	152	10	.	.	PUNCT
fcis-30943	153	1	arxiv.org	arxiv.org	PROPN
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fcis-30943	153	10	.	.	PUNCT
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fcis-30943	154	9	,	,	PUNCT
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fcis-30943	157	22	)	)	PUNCT
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fcis-30943	164	21	)	)	PUNCT
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fcis-30943	165	1	flame	flame	NOUN
fcis-30943	165	2	:	:	PUNCT
fcis-30943	165	3	differentially	differentially	ADV
fcis-30943	165	4	private	private	ADJ
fcis-30943	165	5	federated	federated	ADJ
fcis-30943	165	6	learning	learning	NOUN
fcis-30943	165	7	in	in	ADP
fcis-30943	165	8	the	the	DET
fcis-30943	165	9	shuffle	shuffle	NOUN
fcis-30943	165	10	model	model	NOUN
fcis-30943	165	11	.	.	PUNCT
fcis-30943	166	1	in	in	ADP
fcis-30943	166	2	aaai	aaai	PROPN
fcis-30943	166	3	conference	conference	NOUN
fcis-30943	166	4	on	on	ADP
fcis-30943	166	5	artificial	artificial	ADJ
fcis-30943	166	6	intelligence	intelligence	NOUN
fcis-30943	166	7	.	.	PUNCT
fcis-30943	167	1	[	[	X
fcis-30943	167	2	14	14	NUM
fcis-30943	167	3	]	]	X
fcis-30943	167	4	cheng	cheng	PROPN
fcis-30943	167	5	,	,	PUNCT
fcis-30943	167	6	a.	a.	PROPN
fcis-30943	167	7	,	,	PUNCT
fcis-30943	167	8	wang	wang	PROPN
fcis-30943	167	9	,	,	PUNCT
fcis-30943	167	10	p.	p.	PROPN
fcis-30943	167	11	,	,	PUNCT
fcis-30943	167	12	jian	jian	PROPN
fcis-30943	167	13	,	,	PUNCT
fcis-30943	167	14	c.	c.	PROPN
fcis-30943	167	15	,	,	PUNCT
fcis-30943	167	16	et	et	PROPN
fcis-30943	167	17	al	al	PROPN
fcis-30943	167	18	.	.	PROPN
fcis-30943	167	19	(	(	PUNCT
fcis-30943	167	20	2022	2022	NUM
fcis-30943	167	21	)	)	PUNCT
fcis-30943	167	22	.	.	PUNCT
fcis-30943	168	1	differentially	differentially	ADV
fcis-30943	168	2	private	private	ADJ
fcis-30943	168	3	federated	federated	ADJ
fcis-30943	168	4	learning	learning	NOUN
fcis-30943	168	5	with	with	ADP
fcis-30943	168	6	local	local	ADJ
fcis-30943	168	7	regularization	regularization	NOUN
fcis-30943	168	8	and	and	CCONJ
fcis-30943	168	9	sparsification	sparsification	NOUN
fcis-30943	168	10	.	.	PUNCT
fcis-30943	169	1	ieee	ieee	NOUN
fcis-30943	169	2	transactions	transaction	NOUN
fcis-30943	169	3	on	on	ADP
fcis-30943	169	4	mobile	mobile	ADJ
fcis-30943	169	5	computing	computing	NOUN
fcis-30943	169	6	.	.	PUNCT
fcis-30943	170	1	[	[	X
fcis-30943	170	2	15	15	NUM
fcis-30943	170	3	]	]	X
fcis-30943	170	4	shi	shi	PROPN
fcis-30943	170	5	,	,	PUNCT
fcis-30943	170	6	y.	y.	PROPN
fcis-30943	170	7	,	,	PUNCT
fcis-30943	170	8	wei	wei	PROPN
fcis-30943	170	9	,	,	PUNCT
fcis-30943	170	10	k.	k.	PROPN
fcis-30943	170	11	,	,	PUNCT
fcis-30943	170	12	li	li	PROPN
fcis-30943	170	13	,	,	PUNCT
fcis-30943	170	14	s.	s.	PROPN
fcis-30943	170	15	,	,	PUNCT
fcis-30943	170	16	et	et	PROPN
fcis-30943	170	17	al	al	PROPN
fcis-30943	170	18	.	.	PROPN
fcis-30943	170	19	(	(	PUNCT
fcis-30943	170	20	2023	2023	NUM
fcis-30943	170	21	)	)	PUNCT
fcis-30943	170	22	.	.	PUNCT
fcis-30943	171	1	towards	towards	ADP
fcis-30943	171	2	the	the	DET
fcis-30943	171	3	flatter	flatter	ADJ
fcis-30943	171	4	landscape	landscape	NOUN
fcis-30943	171	5	and	and	CCONJ
fcis-30943	171	6	better	well	ADJ
fcis-30943	171	7	generalization	generalization	NOUN
fcis-30943	171	8	in	in	ADP
fcis-30943	171	9	federated	federated	ADJ
fcis-30943	171	10	learning	learning	NOUN
fcis-30943	171	11	under	under	ADP
fcis-30943	171	12	client	client	NOUN
fcis-30943	171	13	-	-	PUNCT
fcis-30943	171	14	level	level	NOUN
fcis-30943	171	15	differential	differential	NOUN
fcis-30943	171	16	privacy	privacy	NOUN
fcis-30943	171	17	.	.	PUNCT
fcis-30943	172	1	arxiv	arxiv	PROPN
fcis-30943	172	2	preprint	preprint	PROPN
fcis-30943	172	3	arxiv:2305	arxiv:2305	PROPN
fcis-30943	172	4	.	.	PUNCT
fcis-30943	172	5	00873	00873	NUM
fcis-30943	172	6	.	.	PUNCT
fcis-30943	173	1	[	[	X
fcis-30943	173	2	16	16	NUM
fcis-30943	173	3	]	]	X
fcis-30943	173	4	zhang	zhang	PROPN
fcis-30943	173	5	,	,	PUNCT
fcis-30943	173	6	x.	x.	PROPN
fcis-30943	173	7	,	,	PUNCT
fcis-30943	173	8	chen	chen	PROPN
fcis-30943	173	9	,	,	PUNCT
fcis-30943	173	10	x.	x.	PROPN
fcis-30943	173	11	,	,	PUNCT
fcis-30943	173	12	hong	hong	PROPN
fcis-30943	173	13	,	,	PUNCT
fcis-30943	173	14	m.	m.	NOUN
fcis-30943	173	15	,	,	PUNCT
fcis-30943	173	16	et	et	PROPN
fcis-30943	173	17	al	al	PROPN
fcis-30943	173	18	.	.	PUNCT
fcis-30943	173	19	(	(	PUNCT
fcis-30943	173	20	2024	2024	NUM
fcis-30943	173	21	)	)	PUNCT
fcis-30943	173	22	.	.	PUNCT
fcis-30943	174	1	understanding	understand	VERB
fcis-30943	174	2	clipping	clip	VERB
fcis-30943	174	3	for	for	ADP
fcis-30943	174	4	federated	federated	ADJ
fcis-30943	174	5	learning	learning	NOUN
fcis-30943	174	6	:	:	PUNCT
fcis-30943	174	7	convergence	convergence	NOUN
fcis-30943	174	8	and	and	CCONJ
fcis-30943	174	9	client	client	NOUN
fcis-30943	174	10	-	-	PUNCT
fcis-30943	174	11	level	level	NOUN
fcis-30943	174	12	differential	differential	NOUN
fcis-30943	174	13	privacy	privacy	NOUN
fcis-30943	174	14	.	.	PUNCT
fcis-30943	175	1	in	in	ADP
fcis-30943	175	2	international	international	ADJ
fcis-30943	175	3	conference	conference	NOUN
fcis-30943	175	4	on	on	ADP
fcis-30943	175	5	machine	machine	NOUN
fcis-30943	175	6	learning	learning	NOUN
fcis-30943	175	7	.	.	PUNCT
fcis-30943	176	1	[	[	X
fcis-30943	176	2	17	17	NUM
fcis-30943	176	3	]	]	X
fcis-30943	176	4	zhao	zhao	X
fcis-30943	176	5	,	,	PUNCT
fcis-30943	176	6	p.	p.	NOUN
fcis-30943	176	7	(	(	PUNCT
fcis-30943	176	8	2024	2024	NUM
fcis-30943	176	9	)	)	PUNCT
fcis-30943	176	10	.	.	PUNCT
fcis-30943	177	1	research	research	NOUN
fcis-30943	177	2	on	on	ADP
fcis-30943	177	3	commercial	commercial	ADJ
fcis-30943	177	4	data	datum	NOUN
fcis-30943	177	5	protection	protection	NOUN
fcis-30943	177	6	model	model	NOUN
fcis-30943	177	7	in	in	ADP
fcis-30943	177	8	the	the	DET
fcis-30943	177	9	era	era	NOUN
fcis-30943	177	10	of	of	ADP
fcis-30943	177	11	big	big	ADJ
fcis-30943	177	12	data	datum	NOUN
fcis-30943	177	13	.	.	PUNCT
fcis-30943	178	1	henan	henan	PROPN
fcis-30943	178	2	science	science	PROPN
fcis-30943	178	3	and	and	CCONJ
fcis-30943	178	4	technology	technology	NOUN
fcis-30943	178	5	,	,	PUNCT
fcis-30943	178	6	51(05	51(05	PROPN
fcis-30943	178	7	)	)	PUNCT
fcis-30943	178	8	,	,	PUNCT
fcis-30943	178	9	132	132	NUM
fcis-30943	178	10	-	-	SYM
fcis-30943	178	11	136	136	NUM
fcis-30943	178	12	.	.	PUNCT
fcis-30943	179	1	[	[	X
fcis-30943	179	2	18	18	NUM
fcis-30943	179	3	]	]	SYM
fcis-30943	179	4	ye	ye	PROPN
fcis-30943	179	5	,	,	PUNCT
fcis-30943	179	6	q.	q.	PROPN
fcis-30943	179	7	,	,	PUNCT
fcis-30943	179	8	meng	meng	PROPN
fcis-30943	179	9	,	,	PUNCT
fcis-30943	179	10	x.	x.	PROPN
fcis-30943	179	11	,	,	PUNCT
fcis-30943	179	12	zhu	zhu	PROPN
fcis-30943	179	13	,	,	PUNCT
fcis-30943	179	14	m.	m.	NOUN
fcis-30943	179	15	,	,	PUNCT
fcis-30943	179	16	et	et	PROPN
fcis-30943	179	17	al	al	PROPN
fcis-30943	179	18	.	.	PUNCT
fcis-30943	180	1	(	(	PUNCT
fcis-30943	180	2	2018	2018	NUM
fcis-30943	180	3	)	)	PUNCT
fcis-30943	180	4	.	.	PUNCT
fcis-30943	181	1	a	a	DET
fcis-30943	181	2	review	review	NOUN
fcis-30943	181	3	of	of	ADP
fcis-30943	181	4	localized	localized	ADJ
fcis-30943	181	5	differential	differential	NOUN
fcis-30943	181	6	privacy	privacy	NOUN
fcis-30943	181	7	research	research	NOUN
fcis-30943	181	8	.	.	PUNCT
fcis-30943	182	1	journal	journal	PROPN
fcis-30943	182	2	of	of	ADP
fcis-30943	182	3	software	software	NOUN
fcis-30943	182	4	,	,	PUNCT
fcis-30943	182	5	29(07	29(07	NUM
fcis-30943	182	6	)	)	PUNCT
fcis-30943	182	7	,	,	PUNCT
fcis-30943	182	8	1981	1981	NUM
fcis-30943	182	9	-	-	SYM
fcis-30943	182	10	2005	2005	NUM
fcis-30943	182	11	.	.	PUNCT
fcis-30943	183	1	[	[	X
fcis-30943	183	2	19	19	NUM
fcis-30943	183	3	]	]	PUNCT
fcis-30943	183	4	sarkar	sarkar	PROPN
fcis-30943	183	5	,	,	PUNCT
fcis-30943	183	6	a.	a.	PROPN
fcis-30943	183	7	,	,	PUNCT
fcis-30943	183	8	sharma	sharma	PROPN
fcis-30943	183	9	,	,	PUNCT
fcis-30943	183	10	a.	a.	NOUN
fcis-30943	183	11	,	,	PUNCT
fcis-30943	183	12	gill	gill	PROPN
fcis-30943	183	13	,	,	PUNCT
fcis-30943	183	14	a.	a.	NOUN
fcis-30943	183	15	,	,	PUNCT
fcis-30943	183	16	&	&	CCONJ
fcis-30943	183	17	thakur	thakur	PROPN
fcis-30943	183	18	,	,	PUNCT
fcis-30943	183	19	p.	p.	NOUN
fcis-30943	183	20	(	(	PUNCT
fcis-30943	183	21	2023	2023	NUM
fcis-30943	183	22	)	)	PUNCT
fcis-30943	183	23	.	.	PUNCT
fcis-30943	184	1	a	a	DET
fcis-30943	184	2	differential	differential	ADJ
fcis-30943	184	3	privacy	privacy	NOUN
fcis-30943	184	4	-	-	PUNCT
fcis-30943	184	5	based	base	VERB
fcis-30943	184	6	system	system	NOUN
fcis-30943	184	7	for	for	ADP
fcis-30943	184	8	efficiently	efficiently	ADV
fcis-30943	184	9	protecting	protect	VERB
fcis-30943	184	10	data	data	NOUN
fcis-30943	184	11	privacy	privacy	NOUN
fcis-30943	184	12	.	.	PUNCT
fcis-30943	185	1	ieee	ieee	PROPN
fcis-30943	185	2	,	,	PUNCT
fcis-30943	185	3	1399	1399	NUM
fcis-30943	185	4	.	.	PUNCT
fcis-30943	186	1	[	[	X
fcis-30943	186	2	20	20	NUM
fcis-30943	186	3	]	]	PUNCT
fcis-30943	186	4	shrivastva	shrivastva	NOUN
fcis-30943	186	5	,	,	PUNCT
fcis-30943	186	6	k.	k.	PROPN
fcis-30943	186	7	m.	m.	PROPN
fcis-30943	186	8	p.	p.	PROPN
fcis-30943	186	9	,	,	PUNCT
fcis-30943	186	10	rizvi	rizvi	PROPN
fcis-30943	186	11	,	,	PUNCT
fcis-30943	186	12	m.	m.	NOUN
fcis-30943	186	13	a.	a.	PROPN
fcis-30943	186	14	,	,	PUNCT
fcis-30943	186	15	&	&	CCONJ
fcis-30943	186	16	singh	singh	PROPN
fcis-30943	186	17	,	,	PUNCT
fcis-30943	186	18	s.	s.	PROPN
fcis-30943	186	19	(	(	PUNCT
fcis-30943	186	20	2014	2014	NUM
fcis-30943	186	21	)	)	PUNCT
fcis-30943	186	22	.	.	PUNCT
fcis-30943	187	1	big	big	ADJ
fcis-30943	187	2	data	data	PROPN
fcis-30943	187	3	privacy	privacy	NOUN
fcis-30943	187	4	based	base	VERB
fcis-30943	187	5	on	on	ADP
fcis-30943	187	6	differential	differential	ADJ
fcis-30943	187	7	privacy	privacy	NOUN
fcis-30943	187	8	:	:	PUNCT
fcis-30943	187	9	a	a	DET
fcis-30943	187	10	hope	hope	NOUN
fcis-30943	187	11	for	for	ADP
fcis-30943	187	12	big	big	ADJ
fcis-30943	187	13	data	datum	NOUN
fcis-30943	187	14	.	.	PUNCT
fcis-30943	188	1	ieee	ieee	PROPN
fcis-30943	188	2	,	,	PUNCT
fcis-30943	188	3	776	776	NUM
fcis-30943	188	4	.	.	PUNCT
fcis-30943	189	1	[	[	X
fcis-30943	189	2	21	21	NUM
fcis-30943	189	3	]	]	X
fcis-30943	189	4	zhao	zhao	PROPN
fcis-30943	189	5	,	,	PUNCT
fcis-30943	189	6	j.	j.	PROPN
fcis-30943	189	7	,	,	PUNCT
fcis-30943	189	8	yue	yue	PROPN
fcis-30943	189	9	,	,	PUNCT
fcis-30943	189	10	x.	x.	PROPN
fcis-30943	189	11	,	,	PUNCT
fcis-30943	189	12	feng	feng	PROPN
fcis-30943	189	13	,	,	PUNCT
fcis-30943	189	14	c.	c.	PROPN
fcis-30943	189	15	,	,	PUNCT
fcis-30943	189	16	et	et	PROPN
fcis-30943	189	17	al	al	PROPN
fcis-30943	189	18	.	.	PROPN
fcis-30943	189	19	(	(	PUNCT
fcis-30943	189	20	2022	2022	NUM
fcis-30943	189	21	)	)	PUNCT
fcis-30943	189	22	.	.	PUNCT
fcis-30943	190	1	an	an	DET
fcis-30943	190	2	overview	overview	NOUN
fcis-30943	190	3	of	of	ADP
fcis-30943	190	4	data	datum	NOUN
fcis-30943	190	5	privacy	privacy	NOUN
fcis-30943	190	6	security	security	NOUN
fcis-30943	190	7	based	base	VERB
fcis-30943	190	8	on	on	ADP
fcis-30943	190	9	the	the	DET
fcis-30943	190	10	general	general	ADJ
fcis-30943	190	11	data	data	PROPN
fcis-30943	190	12	protection	protection	PROPN
fcis-30943	190	13	regulation	regulation	NOUN
fcis-30943	190	14	.	.	PUNCT
fcis-30943	191	1	computer	computer	NOUN
fcis-30943	191	2	research	research	NOUN
fcis-30943	191	3	and	and	CCONJ
fcis-30943	191	4	development	development	NOUN
fcis-30943	191	5	,	,	PUNCT
fcis-30943	191	6	59(10	59(10	NUM
fcis-30943	191	7	)	)	PUNCT
fcis-30943	191	8	,	,	PUNCT
fcis-30943	191	9	2130	2130	NUM
fcis-30943	191	10	-	-	SYM
fcis-30943	191	11	2163	2163	NUM
fcis-30943	191	12	.	.	PUNCT
fcis-30943	192	1	[	[	X
fcis-30943	192	2	22	22	NUM
fcis-30943	192	3	]	]	SYM
fcis-30943	192	4	wu	wu	PROPN
fcis-30943	192	5	,	,	PUNCT
fcis-30943	192	6	s.	s.	PROPN
fcis-30943	192	7	(	(	PUNCT
fcis-30943	192	8	2018	2018	NUM
fcis-30943	192	9	)	)	PUNCT
fcis-30943	192	10	.	.	PUNCT
fcis-30943	193	1	personal	personal	ADJ
fcis-30943	193	2	information	information	NOUN
fcis-30943	193	3	protection	protection	NOUN
fcis-30943	193	4	in	in	ADP
fcis-30943	193	5	the	the	DET
fcis-30943	193	6	california	california	PROPN
fcis-30943	193	7	consumer	consumer	PROPN
fcis-30943	193	8	privacy	privacy	PROPN
fcis-30943	193	9	act	act	NOUN
fcis-30943	193	10	of	of	ADP
fcis-30943	193	11	2018	2018	NUM
fcis-30943	193	12	.	.	PUNCT
fcis-30943	194	1	information	information	NOUN
fcis-30943	194	2	security	security	NOUN
fcis-30943	194	3	and	and	CCONJ
fcis-30943	194	4	communications	communication	NOUN
fcis-30943	194	5	privacy	privacy	NOUN
fcis-30943	194	6	,	,	PUNCT
fcis-30943	194	7	12	12	NUM
fcis-30943	194	8	,	,	PUNCT
fcis-30943	194	9	83	83	NUM
fcis-30943	194	10	-	-	SYM
fcis-30943	194	11	100	100	NUM
fcis-30943	194	12	.	.	PUNCT
fcis-30943	195	1	[	[	X
fcis-30943	195	2	23	23	NUM
fcis-30943	195	3	]	]	X
fcis-30943	195	4	ji	ji	PROPN
fcis-30943	195	5	,	,	PUNCT
fcis-30943	195	6	x.	x.	NOUN
fcis-30943	195	7	(	(	PUNCT
fcis-30943	195	8	2022	2022	NUM
fcis-30943	195	9	)	)	PUNCT
fcis-30943	195	10	.	.	PUNCT
fcis-30943	196	1	data	datum	NOUN
fcis-30943	196	2	protection	protection	PROPN
fcis-30943	196	3	impact	impact	NOUN
fcis-30943	196	4	assessment	assessment	NOUN
fcis-30943	196	5	highlights	highlight	NOUN
fcis-30943	196	6	compilation	compilation	NOUN
fcis-30943	196	7	and	and	CCONJ
fcis-30943	196	8	analysis	analysis	NOUN
fcis-30943	196	9	based	base	VERB
fcis-30943	196	10	on	on	ADP
fcis-30943	196	11	microsoft	microsoft	PROPN
fcis-30943	196	12	's	's	PART
fcis-30943	196	13	dpia	dpia	PROPN
fcis-30943	196	14	report	report	NOUN
fcis-30943	196	15	.	.	PUNCT
fcis-30943	197	1	wechat	wechat	ADJ
fcis-30943	197	2	public	public	ADJ
fcis-30943	197	3	platform	platform	NOUN
fcis-30943	197	4	.	.	PUNCT
fcis-30943	198	1	retrieved	retrieve	VERB
fcis-30943	198	2	from	from	ADP
fcis-30943	198	3	http://mp	http://mp	NOUN
fcis-30943	198	4	.	.	PUNCT
fcis-30943	199	1	weixin	weixin	PROPN
fcis-30943	199	2	.	.	PUNCT
fcis-30943	200	1	qq.com/s?__biz=mza4mjaynzk0nq==&mid=2649472358	qq.com/s?__biz=mza4mjaynzk0nq==&mid=2649472358	NOUN
fcis-30943	200	2	&	&	CCONJ
fcis-30943	200	3	idx=1&sn=07cdd6e27193573a3dc35ff872ce84a7	idx=1&sn=07cdd6e27193573a3dc35ff872ce84a7	PROPN
fcis-30943	200	4	.	.	PUNCT
fcis-30943	201	1	[	[	X
fcis-30943	201	2	24	24	NUM
fcis-30943	201	3	]	]	PUNCT
fcis-30943	201	4	csdn	csdn	NOUN
fcis-30943	201	5	.	.	PUNCT
fcis-30943	202	1	(	(	PUNCT
fcis-30943	202	2	2021	2021	NUM
fcis-30943	202	3	)	)	PUNCT
fcis-30943	202	4	.	.	PUNCT
fcis-30943	203	1	problematic	problematic	ADJ
fcis-30943	203	2	code	code	NOUN
fcis-30943	203	3	implementation	implementation	NOUN
fcis-30943	203	4	of	of	ADP
fcis-30943	203	5	local	local	ADJ
fcis-30943	203	6	sensitivity	sensitivity	NOUN
fcis-30943	203	7	.	.	PUNCT
fcis-30943	204	1	differential	differential	PROPN
fcis-30943	204	2	privacy	privacy	PROPN
fcis-30943	204	3	code	code	PROPN
fcis-30943	204	4	implementation	implementation	NOUN
fcis-30943	204	5	series	series	NOUN
fcis-30943	204	6	(	(	PUNCT
fcis-30943	204	7	viii	viii	NOUN
fcis-30943	204	8	)	)	PUNCT
fcis-30943	204	9	.	.	PUNCT
fcis-30943	205	1	retrieved	retrieve	VERB
fcis-30943	205	2	from	from	ADP
fcis-30943	205	3	https://blog.csdn.net/	https://blog.csdn.net/	VERB
fcis-30943	205	4	qq_41691212/	qq_41691212/	PROPN
fcis-30943	205	5	article/	article/	NUM
fcis-30943	205	6	details/121772608	details/121772608	NOUN
fcis-30943	205	7	.	.	PUNCT