id	sid	tid	token	lemma	pos
pk02c824r7h	1	1	balancing	balance	VERB
pk02c824r7h	1	2	between	between	ADP
pk02c824r7h	1	3	protecting	protect	VERB
pk02c824r7h	1	4	the	the	DET
pk02c824r7h	1	5	privacy	privacy	NOUN
pk02c824r7h	1	6	of	of	ADP
pk02c824r7h	1	7	individuals	individual	NOUN
pk02c824r7h	1	8	who	who	PRON
pk02c824r7h	1	9	contribute	contribute	VERB
pk02c824r7h	1	10	to	to	ADP
pk02c824r7h	1	11	data	data	NOUN
pk02c824r7h	1	12	sets	set	NOUN
pk02c824r7h	1	13	and	and	CCONJ
pk02c824r7h	1	14	releasing	release	VERB
pk02c824r7h	1	15	data	data	NOUN
pk02c824r7h	1	16	sets	set	NOUN
pk02c824r7h	1	17	of	of	ADP
pk02c824r7h	1	18	good	good	ADJ
pk02c824r7h	1	19	utility	utility	NOUN
pk02c824r7h	1	20	is	be	AUX
pk02c824r7h	1	21	of	of	ADP
pk02c824r7h	1	22	extreme	extreme	ADJ
pk02c824r7h	1	23	importance	importance	NOUN
pk02c824r7h	1	24	.	.	PUNCT
pk02c824r7h	2	1	even	even	ADV
pk02c824r7h	2	2	with	with	ADP
pk02c824r7h	2	3	data	datum	NOUN
pk02c824r7h	2	4	sets	set	NOUN
pk02c824r7h	2	5	anonymized	anonymize	VERB
pk02c824r7h	2	6	,	,	PUNCT
pk02c824r7h	2	7	there	there	PRON
pk02c824r7h	2	8	is	be	VERB
pk02c824r7h	2	9	a	a	DET
pk02c824r7h	2	10	still	still	ADV
pk02c824r7h	2	11	a	a	DET
pk02c824r7h	2	12	possibility	possibility	NOUN
pk02c824r7h	2	13	that	that	SCONJ
pk02c824r7h	2	14	an	an	DET
pk02c824r7h	2	15	intruder	intruder	NOUN
pk02c824r7h	2	16	may	may	AUX
pk02c824r7h	2	17	identify	identify	VERB
pk02c824r7h	2	18	a	a	DET
pk02c824r7h	2	19	subject	subject	NOUN
pk02c824r7h	2	20	in	in	ADP
pk02c824r7h	2	21	a	a	DET
pk02c824r7h	2	22	released	release	VERB
pk02c824r7h	2	23	data	datum	NOUN
pk02c824r7h	2	24	set	set	VERB
pk02c824r7h	2	25	.	.	PUNCT
pk02c824r7h	3	1	many	many	ADJ
pk02c824r7h	3	2	of	of	ADP
pk02c824r7h	3	3	the	the	DET
pk02c824r7h	3	4	existing	exist	VERB
pk02c824r7h	3	5	methods	method	NOUN
pk02c824r7h	3	6	for	for	ADP
pk02c824r7h	3	7	data	data	NOUN
pk02c824r7h	3	8	privacy	privacy	NOUN
pk02c824r7h	3	9	and	and	CCONJ
pk02c824r7h	3	10	confidentiality	confidentiality	NOUN
pk02c824r7h	3	11	do	do	AUX
pk02c824r7h	3	12	not	not	PART
pk02c824r7h	3	13	quantify	quantify	VERB
pk02c824r7h	3	14	the	the	DET
pk02c824r7h	3	15	amount	amount	NOUN
pk02c824r7h	3	16	of	of	ADP
pk02c824r7h	3	17	privacy	privacy	NOUN
pk02c824r7h	3	18	that	that	PRON
pk02c824r7h	3	19	the	the	DET
pk02c824r7h	3	20	data	datum	NOUN
pk02c824r7h	3	21	set	set	NOUN
pk02c824r7h	3	22	may	may	AUX
pk02c824r7h	3	23	leak	leak	VERB
pk02c824r7h	3	24	.	.	PUNCT
pk02c824r7h	4	1	differential	differential	ADJ
pk02c824r7h	4	2	privacy	privacy	NOUN
pk02c824r7h	4	3	provides	provide	VERB
pk02c824r7h	4	4	a	a	DET
pk02c824r7h	4	5	conceptual	conceptual	ADJ
pk02c824r7h	4	6	approach	approach	NOUN
pk02c824r7h	4	7	to	to	PART
pk02c824r7h	4	8	bring	bring	VERB
pk02c824r7h	4	9	strong	strong	ADJ
pk02c824r7h	4	10	mathematical	mathematical	ADJ
pk02c824r7h	4	11	guarantee	guarantee	NOUN
pk02c824r7h	4	12	for	for	ADP
pk02c824r7h	4	13	privacy	privacy	NOUN
pk02c824r7h	4	14	protection	protection	NOUN
pk02c824r7h	4	15	and	and	CCONJ
pk02c824r7h	4	16	quantifies	quantifie	NOUN
pk02c824r7h	4	17	the	the	DET
pk02c824r7h	4	18	amount	amount	NOUN
pk02c824r7h	4	19	of	of	ADP
pk02c824r7h	4	20	privacy	privacy	NOUN
pk02c824r7h	4	21	the	the	DET
pk02c824r7h	4	22	data	datum	NOUN
pk02c824r7h	4	23	set	set	VERB
pk02c824r7h	4	24	leaks	leak	NOUN
pk02c824r7h	4	25	when	when	SCONJ
pk02c824r7h	4	26	it	it	PRON
pk02c824r7h	4	27	is	be	AUX
pk02c824r7h	4	28	released	release	VERB
pk02c824r7h	4	29	for	for	ADP
pk02c824r7h	4	30	public	public	ADJ
pk02c824r7h	4	31	use	use	NOUN
pk02c824r7h	4	32	.	.	PUNCT
pk02c824r7h	5	1	my	my	PRON
pk02c824r7h	5	2	dissertation	dissertation	NOUN
pk02c824r7h	5	3	explores	explore	VERB
pk02c824r7h	5	4	the	the	DET
pk02c824r7h	5	5	recently	recently	ADV
pk02c824r7h	5	6	developed	develop	VERB
pk02c824r7h	5	7	differentially	differentially	ADV
pk02c824r7h	5	8	private	private	ADJ
pk02c824r7h	5	9	data	datum	NOUN
pk02c824r7h	5	10	synthesis	synthesis	NOUN
pk02c824r7h	5	11	(	(	PUNCT
pk02c824r7h	5	12	dips	dip	NOUN
pk02c824r7h	5	13	)	)	PUNCT
pk02c824r7h	5	14	methods	method	NOUN
pk02c824r7h	5	15	for	for	ADP
pk02c824r7h	5	16	incorporating	incorporate	VERB
pk02c824r7h	5	17	differential	differential	ADJ
pk02c824r7h	5	18	privacy	privacy	NOUN
pk02c824r7h	5	19	when	when	SCONJ
pk02c824r7h	5	20	generating	generate	VERB
pk02c824r7h	5	21	synthetic	synthetic	ADJ
pk02c824r7h	5	22	data	datum	NOUN
pk02c824r7h	5	23	to	to	PART
pk02c824r7h	5	24	be	be	AUX
pk02c824r7h	5	25	publicly	publicly	ADV
pk02c824r7h	5	26	released	release	VERB
pk02c824r7h	5	27	.	.	PUNCT
pk02c824r7h	6	1	i	i	PRON
pk02c824r7h	6	2	first	first	ADV
pk02c824r7h	6	3	developed	develop	VERB
pk02c824r7h	6	4	a	a	DET
pk02c824r7h	6	5	dips	dip	NOUN
pk02c824r7h	6	6	algorithm	algorithm	X
pk02c824r7h	6	7	called	call	VERB
pk02c824r7h	6	8	cipher	cipher	PROPN
pk02c824r7h	6	9	to	to	PART
pk02c824r7h	6	10	construct	construct	VERB
pk02c824r7h	6	11	differentially	differentially	ADV
pk02c824r7h	6	12	privacy	privacy	NOUN
pk02c824r7h	6	13	microdata	microdata	NOUN
pk02c824r7h	6	14	from	from	ADP
pk02c824r7h	6	15	low	low	ADJ
pk02c824r7h	6	16	dimensional	dimensional	ADJ
pk02c824r7h	6	17	histograms	histogram	NOUN
pk02c824r7h	6	18	by	by	ADP
pk02c824r7h	6	19	solving	solve	VERB
pk02c824r7h	6	20	linear	linear	ADJ
pk02c824r7h	6	21	equations	equation	NOUN
pk02c824r7h	6	22	with	with	ADP
pk02c824r7h	6	23	tikhonov	tikhonov	PROPN
pk02c824r7h	6	24	regularization	regularization	NOUN
pk02c824r7h	6	25	.	.	PUNCT
pk02c824r7h	7	1	cipher	cipher	PROPN
pk02c824r7h	7	2	decomposes	decompose	VERB
pk02c824r7h	7	3	joint	joint	ADJ
pk02c824r7h	7	4	probabilities	probability	NOUN
pk02c824r7h	7	5	via	via	ADP
pk02c824r7h	7	6	basic	basic	ADJ
pk02c824r7h	7	7	probability	probability	NOUN
pk02c824r7h	7	8	rules	rule	NOUN
pk02c824r7h	7	9	to	to	PART
pk02c824r7h	7	10	construct	construct	VERB
pk02c824r7h	7	11	the	the	DET
pk02c824r7h	7	12	equation	equation	NOUN
pk02c824r7h	7	13	set	set	VERB
pk02c824r7h	7	14	and	and	CCONJ
pk02c824r7h	7	15	subsequently	subsequently	ADV
pk02c824r7h	7	16	solves	solve	VERB
pk02c824r7h	7	17	linear	linear	ADJ
pk02c824r7h	7	18	equations	equation	NOUN
pk02c824r7h	7	19	.	.	PUNCT
pk02c824r7h	8	1	simulations	simulation	NOUN
pk02c824r7h	8	2	and	and	CCONJ
pk02c824r7h	8	3	qualitative	qualitative	ADJ
pk02c824r7h	8	4	banking	banking	NOUN
pk02c824r7h	8	5	data	datum	NOUN
pk02c824r7h	8	6	case	case	NOUN
pk02c824r7h	8	7	study	study	NOUN
pk02c824r7h	8	8	was	be	AUX
pk02c824r7h	8	9	conducted	conduct	VERB
pk02c824r7h	8	10	to	to	PART
pk02c824r7h	8	11	compare	compare	VERB
pk02c824r7h	8	12	cipher	cipher	PROPN
pk02c824r7h	8	13	to	to	ADP
pk02c824r7h	8	14	existing	exist	VERB
pk02c824r7h	8	15	methods	method	NOUN
pk02c824r7h	8	16	called	call	VERB
pk02c824r7h	8	17	mwem	mwem	ADJ
pk02c824r7h	8	18	(	(	PUNCT
pk02c824r7h	8	19	multiplicative	multiplicative	ADJ
pk02c824r7h	8	20	weighting	weighting	NOUN
pk02c824r7h	8	21	via	via	ADP
pk02c824r7h	8	22	exponential	exponential	ADJ
pk02c824r7h	8	23	mechanism	mechanism	NOUN
pk02c824r7h	8	24	)	)	PUNCT
pk02c824r7h	8	25	and	and	CCONJ
pk02c824r7h	8	26	the	the	DET
pk02c824r7h	8	27	full	full	ADV
pk02c824r7h	8	28	-	-	PUNCT
pk02c824r7h	8	29	dimensional	dimensional	ADJ
pk02c824r7h	8	30	histogram	histogram	NOUN
pk02c824r7h	8	31	(	(	PUNCT
pk02c824r7h	8	32	fdh	fdh	PROPN
pk02c824r7h	8	33	)	)	PUNCT
pk02c824r7h	8	34	sanitization	sanitization	NOUN
pk02c824r7h	8	35	.	.	PUNCT
pk02c824r7h	9	1	next	next	ADV
pk02c824r7h	9	2	my	my	PRON
pk02c824r7h	9	3	dissertation	dissertation	NOUN
pk02c824r7h	9	4	focuses	focus	VERB
pk02c824r7h	9	5	on	on	ADP
pk02c824r7h	9	6	a	a	DET
pk02c824r7h	9	7	exponential	exponential	ADJ
pk02c824r7h	9	8	random	random	ADJ
pk02c824r7h	9	9	graph	graph	NOUN
pk02c824r7h	9	10	model	model	NOUN
pk02c824r7h	9	11	that	that	PRON
pk02c824r7h	9	12	incorporates	incorporate	VERB
pk02c824r7h	9	13	differential	differential	ADJ
pk02c824r7h	9	14	privacy	privacy	NOUN
pk02c824r7h	9	15	for	for	ADP
pk02c824r7h	9	16	social	social	ADJ
pk02c824r7h	9	17	network	network	NOUN
pk02c824r7h	9	18	data	datum	NOUN
pk02c824r7h	9	19	.	.	PUNCT
pk02c824r7h	10	1	an	an	DET
pk02c824r7h	10	2	additional	additional	ADJ
pk02c824r7h	10	3	level	level	NOUN
pk02c824r7h	10	4	of	of	ADP
pk02c824r7h	10	5	complexity	complexity	NOUN
pk02c824r7h	10	6	is	be	AUX
pk02c824r7h	10	7	present	present	ADJ
pk02c824r7h	10	8	in	in	ADP
pk02c824r7h	10	9	social	social	ADJ
pk02c824r7h	10	10	network	network	NOUN
pk02c824r7h	10	11	data	datum	NOUN
pk02c824r7h	10	12	as	as	SCONJ
pk02c824r7h	10	13	the	the	DET
pk02c824r7h	10	14	possibly	possibly	ADV
pk02c824r7h	10	15	many	many	ADJ
pk02c824r7h	10	16	relationships	relationship	NOUN
pk02c824r7h	10	17	between	between	ADP
pk02c824r7h	10	18	nodes	node	NOUN
pk02c824r7h	10	19	and	and	CCONJ
pk02c824r7h	10	20	edges	edge	NOUN
pk02c824r7h	10	21	must	must	AUX
pk02c824r7h	10	22	be	be	AUX
pk02c824r7h	10	23	considered	consider	VERB
pk02c824r7h	10	24	.	.	PUNCT
pk02c824r7h	11	1	the	the	DET
pk02c824r7h	11	2	algorithm	algorithm	PROPN
pk02c824r7h	11	3	developed	develop	VERB
pk02c824r7h	11	4	in	in	ADP
pk02c824r7h	11	5	my	my	PRON
pk02c824r7h	11	6	work	work	NOUN
pk02c824r7h	11	7	was	be	AUX
pk02c824r7h	11	8	applied	apply	VERB
pk02c824r7h	11	9	to	to	ADP
pk02c824r7h	11	10	several	several	ADJ
pk02c824r7h	11	11	real	real	ADJ
pk02c824r7h	11	12	-	-	PUNCT
pk02c824r7h	11	13	life	life	NOUN
pk02c824r7h	11	14	data	datum	NOUN
pk02c824r7h	11	15	sets	set	NOUN
pk02c824r7h	11	16	to	to	PART
pk02c824r7h	11	17	understand	understand	VERB
pk02c824r7h	11	18	how	how	SCONJ
pk02c824r7h	11	19	well	well	ADV
pk02c824r7h	11	20	the	the	DET
pk02c824r7h	11	21	differential	differential	ADJ
pk02c824r7h	11	22	private	private	ADJ
pk02c824r7h	11	23	synthetic	synthetic	ADJ
pk02c824r7h	11	24	social	social	ADJ
pk02c824r7h	11	25	network	network	NOUN
pk02c824r7h	11	26	data	datum	NOUN
pk02c824r7h	11	27	released	release	VERB
pk02c824r7h	11	28	by	by	ADP
pk02c824r7h	11	29	our	our	PRON
pk02c824r7h	11	30	algorithm	algorithm	PROPN
pk02c824r7h	11	31	compares	compare	VERB
pk02c824r7h	11	32	to	to	ADP
pk02c824r7h	11	33	that	that	PRON
pk02c824r7h	11	34	of	of	ADP
pk02c824r7h	11	35	the	the	DET
pk02c824r7h	11	36	original	original	ADJ
pk02c824r7h	11	37	network	network	NOUN
pk02c824r7h	11	38	.	.	PUNCT
pk02c824r7h	12	1	lastly	lastly	ADV
pk02c824r7h	12	2	,	,	PUNCT
pk02c824r7h	12	3	my	my	PRON
pk02c824r7h	12	4	dissertation	dissertation	NOUN
pk02c824r7h	12	5	focuses	focus	VERB
pk02c824r7h	12	6	on	on	ADP
pk02c824r7h	12	7	multiplicative	multiplicative	ADJ
pk02c824r7h	12	8	weights	weight	NOUN
pk02c824r7h	12	9	and	and	CCONJ
pk02c824r7h	12	10	the	the	DET
pk02c824r7h	12	11	single	single	ADJ
pk02c824r7h	12	12	observation	observation	NOUN
pk02c824r7h	12	13	influence	influence	NOUN
pk02c824r7h	12	14	measure	measure	NOUN
pk02c824r7h	12	15	.	.	PUNCT
pk02c824r7h	13	1	this	this	PRON
pk02c824r7h	13	2	focused	focus	VERB
pk02c824r7h	13	3	on	on	ADP
pk02c824r7h	13	4	exploring	explore	VERB
pk02c824r7h	13	5	more	more	ADJ
pk02c824r7h	13	6	in	in	ADP
pk02c824r7h	13	7	depth	depth	NOUN
pk02c824r7h	13	8	the	the	DET
pk02c824r7h	13	9	multiplicative	multiplicative	ADJ
pk02c824r7h	13	10	weighting	weighting	NOUN
pk02c824r7h	13	11	via	via	ADP
pk02c824r7h	13	12	exponential	exponential	ADJ
pk02c824r7h	13	13	mechanism	mechanism	NOUN
pk02c824r7h	13	14	and	and	CCONJ
pk02c824r7h	13	15	incorporating	incorporate	VERB
pk02c824r7h	13	16	a	a	DET
pk02c824r7h	13	17	single	single	ADJ
pk02c824r7h	13	18	observation	observation	NOUN
pk02c824r7h	13	19	influence	influence	NOUN
pk02c824r7h	13	20	measure	measure	NOUN
pk02c824r7h	13	21	to	to	PART
pk02c824r7h	13	22	allow	allow	VERB
pk02c824r7h	13	23	the	the	DET
pk02c824r7h	13	24	algorithm	algorithm	PROPN
pk02c824r7h	13	25	to	to	PART
pk02c824r7h	13	26	be	be	AUX
pk02c824r7h	13	27	applied	apply	VERB
pk02c824r7h	13	28	to	to	ADP
pk02c824r7h	13	29	any	any	DET
pk02c824r7h	13	30	type	type	NOUN
pk02c824r7h	13	31	of	of	ADP
pk02c824r7h	13	32	data	datum	NOUN
pk02c824r7h	13	33	,	,	PUNCT
pk02c824r7h	13	34	as	as	ADV
pk02c824r7h	13	35	long	long	ADV
pk02c824r7h	13	36	as	as	SCONJ
pk02c824r7h	13	37	the	the	DET
pk02c824r7h	13	38	model	model	NOUN
pk02c824r7h	13	39	and	and	CCONJ
pk02c824r7h	13	40	sufficient	sufficient	ADJ
pk02c824r7h	13	41	statistics	statistic	NOUN
pk02c824r7h	13	42	are	be	AUX
pk02c824r7h	13	43	known	know	VERB
pk02c824r7h	13	44	.	.	PUNCT