id	sid	tid	token	lemma	pos
sc-1136	1	1	protecting	protect	VERB
sc-1136	1	2	and	and	CCONJ
sc-1136	1	3	securing	secure	VERB
sc-1136	1	4	sensitive	sensitive	ADJ
sc-1136	1	5	data	datum	NOUN
sc-1136	1	6	in	in	ADP
sc-1136	1	7	a	a	DET
sc-1136	1	8	big	big	ADJ
sc-1136	1	9	data	datum	NOUN
sc-1136	1	10	using	use	VERB
sc-1136	1	11	encryption	encryption	NOUN
sc-1136	1	12	1	1	NUM
sc-1136	1	13	protecting	protect	VERB
sc-1136	1	14	and	and	CCONJ
sc-1136	1	15	securing	secure	VERB
sc-1136	1	16	sensitive	sensitive	ADJ
sc-1136	1	17	data	datum	NOUN
sc-1136	1	18	in	in	ADP
sc-1136	1	19	a	a	DET
sc-1136	1	20	big	big	ADJ
sc-1136	1	21	data	datum	NOUN
sc-1136	1	22	using	use	VERB
sc-1136	1	23	encryption	encryption	NOUN
sc-1136	1	24	praveen	praveen	PROPN
sc-1136	1	25	s.	s.	PROPN
sc-1136	1	26	banasode1	banasode1	PROPN
sc-1136	1	27	,	,	PUNCT
sc-1136	1	28	*	*	PUNCT
sc-1136	1	29	,	,	PUNCT
sc-1136	1	30	sunita	sunita	PROPN
sc-1136	1	31	padmannavar2	padmannavar2	PROPN
sc-1136	2	1	1jain	1jain	NUM
sc-1136	2	2	college	college	NOUN
sc-1136	2	3	of	of	ADP
sc-1136	2	4	engineering	engineering	NOUN
sc-1136	2	5	,	,	PUNCT
sc-1136	2	6	belagavi	belagavi	VERB
sc-1136	2	7	affiliated	affiliate	VERB
sc-1136	2	8	to	to	AUX
sc-1136	2	9	visvesvaraya	visvesvaraya	VERB
sc-1136	2	10	technological	technological	ADJ
sc-1136	2	11	university	university	NOUN
sc-1136	2	12	,	,	PUNCT
sc-1136	2	13	belagavi	belagavi	VERB
sc-1136	2	14	,	,	PUNCT
sc-1136	2	15	india	india	PROPN
sc-1136	2	16	2gogte	2gogte	PROPN
sc-1136	2	17	institute	institute	NOUN
sc-1136	2	18	of	of	ADP
sc-1136	2	19	technology	technology	PROPN
sc-1136	2	20	,	,	PUNCT
sc-1136	2	21	belagavi	belagavi	VERB
sc-1136	2	22	,	,	PUNCT
sc-1136	2	23	affiliated	affiliate	VERB
sc-1136	2	24	to	to	AUX
sc-1136	2	25	visvesvaraya	visvesvaraya	VERB
sc-1136	2	26	technological	technological	ADJ
sc-1136	2	27	university	university	NOUN
sc-1136	2	28	,	,	PUNCT
sc-1136	2	29	belagavi	belagavi	VERB
sc-1136	2	30	,	,	PUNCT
sc-1136	2	31	india	india	PROPN
sc-1136	2	32	abstract	abstract	NOUN
sc-1136	2	33	the	the	DET
sc-1136	2	34	transaction	transaction	NOUN
sc-1136	2	35	data	datum	NOUN
sc-1136	2	36	which	which	PRON
sc-1136	2	37	contains	contain	VERB
sc-1136	2	38	a	a	DET
sc-1136	2	39	sensitive	sensitive	ADJ
sc-1136	2	40	data	datum	NOUN
sc-1136	2	41	,	,	PUNCT
sc-1136	2	42	a	a	DET
sc-1136	2	43	program	program	NOUN
sc-1136	2	44	like	like	ADP
sc-1136	2	45	a	a	DET
sc-1136	2	46	android	android	PROPN
sc-1136	2	47	app	app	NOUN
sc-1136	2	48	or	or	CCONJ
sc-1136	2	49	a	a	DET
sc-1136	2	50	browser	browser	NOUN
sc-1136	2	51	,	,	PUNCT
sc-1136	2	52	does	do	AUX
sc-1136	2	53	not	not	PART
sc-1136	2	54	adequately	adequately	ADV
sc-1136	2	55	protect	protect	VERB
sc-1136	2	56	information	information	NOUN
sc-1136	2	57	such	such	ADJ
sc-1136	2	58	as	as	ADP
sc-1136	2	59	unique	unique	ADJ
sc-1136	2	60	values	value	NOUN
sc-1136	2	61	or	or	CCONJ
sc-1136	2	62	related	relate	VERB
sc-1136	2	63	payment	payment	NOUN
sc-1136	2	64	information	information	NOUN
sc-1136	2	65	,	,	PUNCT
sc-1136	2	66	more	more	ADJ
sc-1136	2	67	or	or	CCONJ
sc-1136	2	68	likely	likely	ADJ
sc-1136	2	69	a	a	DET
sc-1136	2	70	privacy	privacy	NOUN
sc-1136	2	71	concern	concern	NOUN
sc-1136	2	72	.	.	PUNCT
sc-1136	3	1	in	in	ADP
sc-1136	3	2	most	most	ADJ
sc-1136	3	3	of	of	ADP
sc-1136	3	4	the	the	DET
sc-1136	3	5	cases	case	NOUN
sc-1136	3	6	,	,	PUNCT
sc-1136	3	7	security	security	NOUN
sc-1136	3	8	breaches	breach	NOUN
sc-1136	3	9	,	,	PUNCT
sc-1136	3	10	which	which	PRON
sc-1136	3	11	involve	involve	VERB
sc-1136	3	12	the	the	DET
sc-1136	3	13	unstructured	unstructured	ADJ
sc-1136	3	14	data	datum	NOUN
sc-1136	3	15	like	like	ADP
sc-1136	3	16	documents	document	NOUN
sc-1136	3	17	and	and	CCONJ
sc-1136	3	18	files	file	NOUN
sc-1136	3	19	,	,	PUNCT
sc-1136	3	20	will	will	AUX
sc-1136	3	21	reveal	reveal	VERB
sc-1136	3	22	all	all	DET
sc-1136	3	23	sensitive	sensitive	ADJ
sc-1136	3	24	information	information	NOUN
sc-1136	3	25	.	.	PUNCT
sc-1136	4	1	to	to	PART
sc-1136	4	2	address	address	VERB
sc-1136	4	3	this	this	DET
sc-1136	4	4	issue	issue	NOUN
sc-1136	4	5	the	the	DET
sc-1136	4	6	transaction	transaction	NOUN
sc-1136	4	7	data	datum	NOUN
sc-1136	4	8	can	can	AUX
sc-1136	4	9	be	be	AUX
sc-1136	4	10	processed	process	VERB
sc-1136	4	11	across	across	ADP
sc-1136	4	12	the	the	DET
sc-1136	4	13	nodes	node	NOUN
sc-1136	4	14	based	base	VERB
sc-1136	4	15	on	on	ADP
sc-1136	4	16	advanced	advanced	ADJ
sc-1136	4	17	encryption	encryption	NOUN
sc-1136	4	18	standard(aes	standard(ae	NOUN
sc-1136	4	19	)	)	PUNCT
sc-1136	4	20	algorithm	algorithm	NOUN
sc-1136	4	21	for	for	ADP
sc-1136	4	22	generating	generate	VERB
sc-1136	4	23	keys	key	NOUN
sc-1136	4	24	and	and	CCONJ
sc-1136	4	25	also	also	ADV
sc-1136	4	26	by	by	ADP
sc-1136	4	27	using	use	VERB
sc-1136	4	28	mapreduce	mapreduce	PROPN
sc-1136	4	29	algorithm	algorithm	NOUN
sc-1136	4	30	to	to	PART
sc-1136	4	31	check	check	VERB
sc-1136	4	32	number	number	NOUN
sc-1136	4	33	of	of	ADP
sc-1136	4	34	sensitive	sensitive	ADJ
sc-1136	4	35	data	datum	NOUN
sc-1136	4	36	,	,	PUNCT
sc-1136	4	37	where	where	SCONJ
sc-1136	4	38	we	we	PRON
sc-1136	4	39	will	will	AUX
sc-1136	4	40	partition	partition	VERB
sc-1136	4	41	the	the	DET
sc-1136	4	42	data	datum	NOUN
sc-1136	4	43	based	base	VERB
sc-1136	4	44	on	on	ADP
sc-1136	4	45	set	set	VERB
sc-1136	4	46	key	key	ADJ
sc-1136	4	47	value	value	NOUN
sc-1136	4	48	pairs	pair	NOUN
sc-1136	4	49	,	,	PUNCT
sc-1136	4	50	whereby	whereby	SCONJ
sc-1136	4	51	protecting	protect	VERB
sc-1136	4	52	the	the	DET
sc-1136	4	53	raw	raw	ADJ
sc-1136	4	54	data	datum	NOUN
sc-1136	4	55	using	use	VERB
sc-1136	4	56	real	real	ADJ
sc-1136	4	57	-	-	PUNCT
sc-1136	4	58	time	time	NOUN
sc-1136	4	59	security	security	NOUN
sc-1136	4	60	monitoring	monitoring	NOUN
sc-1136	4	61	.	.	PUNCT
sc-1136	5	1	the	the	DET
sc-1136	5	2	data	datum	NOUN
sc-1136	5	3	,	,	PUNCT
sc-1136	5	4	which	which	PRON
sc-1136	5	5	requires	require	VERB
sc-1136	5	6	an	an	DET
sc-1136	5	7	extra	extra	ADJ
sc-1136	5	8	protection	protection	NOUN
sc-1136	5	9	,	,	PUNCT
sc-1136	5	10	needs	need	VERB
sc-1136	5	11	to	to	PART
sc-1136	5	12	be	be	AUX
sc-1136	5	13	identified	identify	VERB
sc-1136	5	14	,	,	PUNCT
sc-1136	5	15	based	base	VERB
sc-1136	5	16	on	on	ADP
sc-1136	5	17	that	that	DET
sc-1136	5	18	data	datum	NOUN
sc-1136	5	19	can	can	AUX
sc-1136	5	20	be	be	AUX
sc-1136	5	21	encrypted	encrypt	VERB
sc-1136	5	22	.	.	PUNCT
sc-1136	6	1	keywords	keyword	VERB
sc-1136	6	2	advanced	advanced	ADJ
sc-1136	6	3	encryption	encryption	NOUN
sc-1136	6	4	standard	standard	NOUN
sc-1136	6	5	(	(	PUNCT
sc-1136	6	6	aes	aes	PROPN
sc-1136	6	7	)	)	PUNCT
sc-1136	6	8	,	,	PUNCT
sc-1136	6	9	real	real	ADJ
sc-1136	6	10	-	-	PUNCT
sc-1136	6	11	time	time	NOUN
sc-1136	6	12	security	security	NOUN
sc-1136	6	13	monitoring	monitoring	NOUN
sc-1136	6	14	,	,	PUNCT
sc-1136	6	15	sensitive	sensitive	ADJ
sc-1136	6	16	data	datum	NOUN
sc-1136	6	17	.	.	PUNCT
sc-1136	7	1	received	receive	VERB
sc-1136	7	2	on	on	ADP
sc-1136	7	3	05	05	NUM
sc-1136	7	4	march	march	NOUN
sc-1136	7	5	2020	2020	NUM
sc-1136	7	6	,	,	PUNCT
sc-1136	7	7	accepted	accept	VERB
sc-1136	7	8	on	on	ADP
sc-1136	7	9	08	08	NUM
sc-1136	7	10	april	april	PROPN
sc-1136	7	11	2020	2020	NUM
sc-1136	7	12	,	,	PUNCT
sc-1136	7	13	published	publish	VERB
sc-1136	7	14	on	on	ADP
sc-1136	7	15	17	17	NUM
sc-1136	7	16	april	april	PROPN
sc-1136	7	17	2020	2020	NUM
sc-1136	8	1	copyright	copyright	NOUN
sc-1136	8	2	©	©	PROPN
sc-1136	8	3	2020	2020	NUM
sc-1136	8	4	praveen	praveen	PROPN
sc-1136	8	5	s.	s.	PROPN
sc-1136	8	6	banasode	banasode	PROPN
sc-1136	8	7	et	et	PROPN
sc-1136	8	8	al	al	PROPN
sc-1136	8	9	.	.	PROPN
sc-1136	8	10	,	,	PUNCT
sc-1136	8	11	licensed	license	VERB
sc-1136	8	12	to	to	ADP
sc-1136	8	13	eai	eai	PROPN
sc-1136	8	14	.	.	PUNCT
sc-1136	9	1	this	this	PRON
sc-1136	9	2	is	be	AUX
sc-1136	9	3	an	an	DET
sc-1136	9	4	open	open	ADJ
sc-1136	9	5	access	access	NOUN
sc-1136	9	6	article	article	NOUN
sc-1136	9	7	distributed	distribute	VERB
sc-1136	9	8	under	under	ADP
sc-1136	9	9	the	the	DET
sc-1136	9	10	terms	term	NOUN
sc-1136	9	11	of	of	ADP
sc-1136	9	12	the	the	DET
sc-1136	9	13	creative	creative	ADJ
sc-1136	9	14	commons	common	NOUN
sc-1136	9	15	attribution	attribution	NOUN
sc-1136	9	16	license	license	NOUN
sc-1136	9	17	,	,	PUNCT
sc-1136	9	18	which	which	PRON
sc-1136	9	19	permits	permit	VERB
sc-1136	9	20	unlimited	unlimited	ADJ
sc-1136	9	21	use	use	NOUN
sc-1136	9	22	,	,	PUNCT
sc-1136	9	23	distribution	distribution	NOUN
sc-1136	9	24	and	and	CCONJ
sc-1136	9	25	reproduction	reproduction	NOUN
sc-1136	9	26	in	in	ADP
sc-1136	9	27	any	any	DET
sc-1136	9	28	medium	medium	NOUN
sc-1136	9	29	so	so	ADV
sc-1136	9	30	long	long	ADV
sc-1136	9	31	as	as	SCONJ
sc-1136	9	32	the	the	DET
sc-1136	9	33	original	original	ADJ
sc-1136	9	34	work	work	NOUN
sc-1136	9	35	is	be	AUX
sc-1136	9	36	properly	properly	ADV
sc-1136	9	37	cited	cite	VERB
sc-1136	9	38	.	.	PUNCT
sc-1136	10	1	doi	doi	NOUN
sc-1136	10	2	:	:	PUNCT
sc-1136	10	3	10.4108	10.4108	NUM
sc-1136	10	4	/	/	SYM
sc-1136	10	5	eai.13	eai.13	NOUN
sc-1136	10	6	-	-	PUNCT
sc-1136	10	7	7	7	NUM
sc-1136	10	8	-	-	PUNCT
sc-1136	10	9	2018.163991	2018.163991	NUM
sc-1136	10	10	*	*	PUNCT
sc-1136	10	11	corresponding	correspond	VERB
sc-1136	10	12	author	author	NOUN
sc-1136	10	13	.	.	PUNCT
sc-1136	11	1	email	email	NOUN
sc-1136	11	2	:	:	PUNCT
sc-1136	11	3	praveenb.jce@gmail.com	praveenb.jce@gmail.com	NOUN
sc-1136	12	1	1	1	X
sc-1136	12	2	.	.	X
sc-1136	12	3	introduction	introduction	NOUN
sc-1136	12	4	big	big	ADJ
sc-1136	12	5	data	datum	NOUN
sc-1136	12	6	mining	mining	NOUN
sc-1136	12	7	is	be	AUX
sc-1136	12	8	the	the	DET
sc-1136	12	9	capability	capability	NOUN
sc-1136	12	10	of	of	ADP
sc-1136	12	11	extracting	extract	VERB
sc-1136	12	12	useful	useful	ADJ
sc-1136	12	13	information	information	NOUN
sc-1136	12	14	from	from	ADP
sc-1136	12	15	these	these	DET
sc-1136	12	16	large	large	ADJ
sc-1136	12	17	datasets	dataset	NOUN
sc-1136	12	18	or	or	CCONJ
sc-1136	12	19	streams	stream	NOUN
sc-1136	12	20	of	of	ADP
sc-1136	12	21	data	datum	NOUN
sc-1136	12	22	,	,	PUNCT
sc-1136	12	23	to	to	PART
sc-1136	12	24	maintain	maintain	VERB
sc-1136	12	25	the	the	DET
sc-1136	12	26	confidential	confidential	ADJ
sc-1136	12	27	and	and	CCONJ
sc-1136	12	28	privacy	privacy	NOUN
sc-1136	12	29	concern	concern	NOUN
sc-1136	12	30	of	of	ADP
sc-1136	12	31	individual	individual	ADJ
sc-1136	12	32	person	person	NOUN
sc-1136	12	33	and	and	CCONJ
sc-1136	12	34	there	there	PRON
sc-1136	12	35	data	datum	NOUN
sc-1136	12	36	is	be	AUX
sc-1136	12	37	not	not	PART
sc-1136	12	38	compromised	compromise	VERB
sc-1136	12	39	.	.	PUNCT
sc-1136	13	1	transaction	transaction	NOUN
sc-1136	13	2	data	datum	NOUN
sc-1136	13	3	are	be	AUX
sc-1136	13	4	often	often	ADV
sc-1136	13	5	analyses	analysis	NOUN
sc-1136	13	6	to	to	PART
sc-1136	13	7	support	support	VERB
sc-1136	13	8	,	,	PUNCT
sc-1136	13	9	for	for	ADP
sc-1136	13	10	example	example	NOUN
sc-1136	13	11	,	,	PUNCT
sc-1136	13	12	personalized	personalized	ADJ
sc-1136	13	13	web	web	NOUN
sc-1136	13	14	search	search	NOUN
sc-1136	13	15	,	,	PUNCT
sc-1136	13	16	however	however	ADV
sc-1136	13	17	such	such	ADJ
sc-1136	13	18	data	data	NOUN
sc-1136	13	19	contains	contain	VERB
sc-1136	13	20	a	a	DET
sc-1136	13	21	sensitive	sensitive	ADJ
sc-1136	13	22	information	information	NOUN
sc-1136	13	23	about	about	ADP
sc-1136	13	24	individuals	individual	NOUN
sc-1136	13	25	,	,	PUNCT
sc-1136	13	26	releasing	release	VERB
sc-1136	13	27	them	they	PRON
sc-1136	13	28	in	in	ADP
sc-1136	13	29	their	their	PRON
sc-1136	13	30	original	original	NOUN
sc-1136	13	31	from	from	ADP
sc-1136	13	32	may	may	AUX
sc-1136	13	33	lead	lead	VERB
sc-1136	13	34	to	to	ADP
sc-1136	13	35	privacy	privacy	NOUN
sc-1136	13	36	breaches[8	breaches[8	PROPN
sc-1136	13	37	]	]	PUNCT
sc-1136	13	38	.	.	PUNCT
sc-1136	14	1	transaction	transaction	NOUN
sc-1136	14	2	services	service	NOUN
sc-1136	14	3	providers	provider	NOUN
sc-1136	14	4	receive	receive	VERB
sc-1136	14	5	exabyte	exabyte	NOUN
sc-1136	14	6	of	of	ADP
sc-1136	14	7	data	datum	NOUN
sc-1136	14	8	from	from	ADP
sc-1136	14	9	their	their	PRON
sc-1136	14	10	customers	customer	NOUN
sc-1136	14	11	,	,	PUNCT
sc-1136	14	12	as	as	SCONJ
sc-1136	14	13	these	these	DET
sc-1136	14	14	data	datum	NOUN
sc-1136	14	15	has	have	VERB
sc-1136	14	16	commercial	commercial	ADJ
sc-1136	14	17	and	and	CCONJ
sc-1136	14	18	legal	legal	ADJ
sc-1136	14	19	information	information	NOUN
sc-1136	14	20	the	the	DET
sc-1136	14	21	company	company	NOUN
sc-1136	14	22	needs	need	VERB
sc-1136	14	23	to	to	PART
sc-1136	14	24	maintain	maintain	VERB
sc-1136	14	25	for	for	ADP
sc-1136	14	26	a	a	DET
sc-1136	14	27	specified	specified	ADJ
sc-1136	14	28	period	period	NOUN
sc-1136	14	29	of	of	ADP
sc-1136	14	30	time	time	NOUN
sc-1136	14	31	.	.	PUNCT
sc-1136	15	1	storing	store	VERB
sc-1136	15	2	and	and	CCONJ
sc-1136	15	3	managing	manage	VERB
sc-1136	15	4	the	the	DET
sc-1136	15	5	data	data	NOUN
sc-1136	15	6	is	be	AUX
sc-1136	15	7	very	very	ADV
sc-1136	15	8	challenging	challenging	ADJ
sc-1136	15	9	as	as	SCONJ
sc-1136	15	10	it	it	PRON
sc-1136	15	11	is	be	AUX
sc-1136	15	12	growing	grow	VERB
sc-1136	15	13	minute	minute	NOUN
sc-1136	15	14	by	by	ADP
sc-1136	15	15	minute	minute	NOUN
sc-1136	15	16	.	.	PUNCT
sc-1136	16	1	the	the	DET
sc-1136	16	2	firm	firm	NOUN
sc-1136	16	3	starts	start	VERB
sc-1136	16	4	outsourcing	outsource	VERB
sc-1136	16	5	the	the	DET
sc-1136	16	6	data	datum	NOUN
sc-1136	16	7	for	for	ADP
sc-1136	16	8	their	their	PRON
sc-1136	16	9	profit	profit	NOUN
sc-1136	16	10	this	this	PRON
sc-1136	16	11	comprises	comprise	VERB
sc-1136	16	12	the	the	DET
sc-1136	16	13	customers	customer	NOUN
sc-1136	16	14	privacy	privacy	NOUN
sc-1136	16	15	.	.	PUNCT
sc-1136	17	1	in	in	ADP
sc-1136	17	2	this	this	DET
sc-1136	17	3	study	study	NOUN
sc-1136	17	4	map	map	NOUN
sc-1136	17	5	reduce	reduce	VERB
sc-1136	17	6	may	may	AUX
sc-1136	17	7	be	be	AUX
sc-1136	17	8	used	use	VERB
sc-1136	17	9	to	to	PART
sc-1136	17	10	achieve	achieve	VERB
sc-1136	17	11	,	,	PUNCT
sc-1136	17	12	protecting	protect	VERB
sc-1136	17	13	communications	communication	NOUN
sc-1136	17	14	data	datum	NOUN
sc-1136	17	15	in	in	ADP
sc-1136	17	16	transit	transit	NOUN
sc-1136	17	17	should	should	AUX
sc-1136	17	18	be	be	AUX
sc-1136	17	19	adequately	adequately	ADV
sc-1136	17	20	protected	protect	VERB
sc-1136	17	21	to	to	PART
sc-1136	17	22	ensure	ensure	VERB
sc-1136	17	23	its	its	PRON
sc-1136	17	24	confidentiality	confidentiality	NOUN
sc-1136	17	25	and	and	CCONJ
sc-1136	17	26	integrity	integrity	NOUN
sc-1136	17	27	.	.	PUNCT
sc-1136	18	1	and	and	CCONJ
sc-1136	18	2	what	what	PRON
sc-1136	18	3	are	be	AUX
sc-1136	18	4	the	the	DET
sc-1136	18	5	problems	problem	NOUN
sc-1136	18	6	faced	face	VERB
sc-1136	18	7	by	by	ADP
sc-1136	18	8	the	the	DET
sc-1136	18	9	clients	client	NOUN
sc-1136	18	10	and	and	CCONJ
sc-1136	18	11	which	which	DET
sc-1136	18	12	improvements	improvement	NOUN
sc-1136	18	13	are	be	AUX
sc-1136	18	14	required	require	VERB
sc-1136	18	15	for	for	ADP
sc-1136	18	16	the	the	DET
sc-1136	18	17	big	big	ADJ
sc-1136	18	18	data	data	PROPN
sc-1136	18	19	service	service	NOUN
sc-1136	18	20	provider	provider	NOUN
sc-1136	18	21	.	.	PUNCT
sc-1136	19	1	the	the	DET
sc-1136	19	2	above	above	ADJ
sc-1136	19	3	facts	fact	NOUN
sc-1136	19	4	thus	thus	ADV
sc-1136	19	5	leads	lead	VERB
sc-1136	19	6	to	to	ADP
sc-1136	19	7	the	the	DET
sc-1136	19	8	importance	importance	NOUN
sc-1136	19	9	of	of	ADP
sc-1136	19	10	this	this	DET
sc-1136	19	11	study	study	NOUN
sc-1136	19	12	in	in	ADP
sc-1136	19	13	identifying	identify	VERB
sc-1136	19	14	the	the	DET
sc-1136	19	15	sensitive	sensitive	ADJ
sc-1136	19	16	data	datum	NOUN
sc-1136	19	17	thereby	thereby	ADV
sc-1136	19	18	creating	create	VERB
sc-1136	19	19	control	control	NOUN
sc-1136	19	20	policy	policy	NOUN
sc-1136	19	21	,	,	PUNCT
sc-1136	19	22	confidentiality	confidentiality	NOUN
sc-1136	19	23	and	and	CCONJ
sc-1136	19	24	protecting	protect	VERB
sc-1136	19	25	the	the	DET
sc-1136	19	26	data[8	data[8	PROPN
sc-1136	19	27	]	]	NOUN
sc-1136	19	28	.	.	PUNCT
sc-1136	20	1	2	2	X
sc-1136	20	2	.	.	X
sc-1136	20	3	related	relate	VERB
sc-1136	20	4	work	work	NOUN
sc-1136	20	5	the	the	DET
sc-1136	20	6	distance	distance	NOUN
sc-1136	20	7	based	base	VERB
sc-1136	20	8	encryption	encryption	NOUN
sc-1136	20	9	technique	technique	NOUN
sc-1136	20	10	is	be	AUX
sc-1136	20	11	applied	apply	VERB
sc-1136	20	12	for	for	ADP
sc-1136	20	13	in	in	ADP
sc-1136	20	14	biometrics	biometric	NOUN
sc-1136	20	15	where	where	SCONJ
sc-1136	20	16	the	the	DET
sc-1136	20	17	threshold	threshold	NOUN
sc-1136	20	18	value	value	NOUN
sc-1136	20	19	can	can	AUX
sc-1136	20	20	be	be	AUX
sc-1136	20	21	decrypted	decrypt	VERB
sc-1136	20	22	with	with	ADP
sc-1136	20	23	private	private	ADJ
sc-1136	20	24	key	key	NOUN
sc-1136	20	25	of	of	ADP
sc-1136	20	26	another	another	DET
sc-1136	20	27	key[2	key[2	PROPN
sc-1136	20	28	]	]	PUNCT
sc-1136	20	29	.	.	PUNCT
sc-1136	21	1	many	many	ADJ
sc-1136	21	2	algorithms	algorithm	NOUN
sc-1136	21	3	use	use	VERB
sc-1136	21	4	encryption	encryption	NOUN
sc-1136	21	5	and	and	CCONJ
sc-1136	21	6	decryption	decryption	NOUN
sc-1136	21	7	using	use	VERB
sc-1136	21	8	a	a	DET
sc-1136	21	9	random	random	ADJ
sc-1136	21	10	key	key	ADJ
sc-1136	21	11	generator	generator	NOUN
sc-1136	21	12	in	in	ADP
sc-1136	21	13	iot	iot	PROPN
sc-1136	21	14	communications	communication	NOUN
sc-1136	21	15	ascii	ascii	NOUN
sc-1136	21	16	and	and	CCONJ
sc-1136	21	17	xor	xor	PROPN
sc-1136	21	18	operations	operation	NOUN
sc-1136	21	19	are	be	AUX
sc-1136	21	20	used[4	used[4	NOUN
sc-1136	21	21	]	]	X
sc-1136	21	22	.	.	PUNCT
sc-1136	22	1	data	datum	NOUN
sc-1136	22	2	hiding	hiding	NOUN
sc-1136	22	3	of	of	ADP
sc-1136	22	4	image	image	NOUN
sc-1136	22	5	,	,	PUNCT
sc-1136	22	6	to	to	PART
sc-1136	22	7	hide	hide	VERB
sc-1136	22	8	extra	extra	ADJ
sc-1136	22	9	information	information	NOUN
sc-1136	22	10	of	of	ADP
sc-1136	22	11	different	different	ADJ
sc-1136	22	12	embedded	embed	VERB
sc-1136	22	13	layers	layer	NOUN
sc-1136	22	14	the	the	DET
sc-1136	22	15	original	original	ADJ
sc-1136	22	16	image	image	NOUN
sc-1136	22	17	is	be	AUX
sc-1136	22	18	encrypted	encrypt	VERB
sc-1136	22	19	with	with	ADP
sc-1136	22	20	less	less	ADJ
sc-1136	22	21	loss	loss	NOUN
sc-1136	22	22	of	of	ADP
sc-1136	22	23	data[5	data[5	NOUN
sc-1136	22	24	]	]	X
sc-1136	22	25	.	.	PUNCT
sc-1136	23	1	data	datum	NOUN
sc-1136	23	2	is	be	AUX
sc-1136	23	3	encrypted	encrypt	VERB
sc-1136	23	4	and	and	CCONJ
sc-1136	23	5	decrypted	decrypt	VERB
sc-1136	23	6	within	within	ADP
sc-1136	23	7	the	the	DET
sc-1136	23	8	database	database	NOUN
sc-1136	23	9	by	by	ADP
sc-1136	23	10	using	use	VERB
sc-1136	23	11	256	256	NUM
sc-1136	23	12	bits	bit	NOUN
sc-1136	23	13	of	of	ADP
sc-1136	23	14	aes	aes	NOUN
sc-1136	23	15	encryption	encryption	NOUN
sc-1136	23	16	,	,	PUNCT
sc-1136	23	17	the	the	DET
sc-1136	23	18	data	data	NOUN
sc-1136	23	19	is	be	AUX
sc-1136	23	20	stored	store	VERB
sc-1136	23	21	in	in	ADP
sc-1136	23	22	database	database	NOUN
sc-1136	23	23	confidentiality	confidentiality	NOUN
sc-1136	23	24	data	datum	NOUN
sc-1136	23	25	is	be	AUX
sc-1136	23	26	retrieved	retrieve	VERB
sc-1136	23	27	efficiently[11	efficiently[11	NOUN
sc-1136	23	28	]	]	X
sc-1136	23	29	.	.	PUNCT
sc-1136	24	1	aes	aes	PROPN
sc-1136	24	2	algorithm	algorithm	NOUN
sc-1136	24	3	generates	generate	VERB
sc-1136	24	4	a	a	DET
sc-1136	24	5	new	new	ADJ
sc-1136	24	6	key	key	NOUN
sc-1136	24	7	for	for	ADP
sc-1136	24	8	each	each	DET
sc-1136	24	9	input	input	NOUN
sc-1136	24	10	of	of	ADP
sc-1136	24	11	image	image	NOUN
sc-1136	24	12	where	where	SCONJ
sc-1136	24	13	it	it	PRON
sc-1136	24	14	constantly	constantly	ADV
sc-1136	24	15	changes	change	VERB
sc-1136	24	16	key	key	ADJ
sc-1136	24	17	while	while	SCONJ
sc-1136	24	18	encrypting	encrypt	VERB
sc-1136	24	19	the	the	DET
sc-1136	24	20	data[12	data[12	PROPN
sc-1136	24	21	]	]	PUNCT
sc-1136	24	22	.	.	PUNCT
sc-1136	25	1	reverse	reverse	ADJ
sc-1136	25	2	engineering	engineering	NOUN
sc-1136	25	3	is	be	AUX
sc-1136	25	4	applied	apply	VERB
sc-1136	25	5	for	for	ADP
sc-1136	25	6	encrypted	encrypt	VERB
sc-1136	25	7	data	data	NOUN
sc-1136	25	8	analyzes	analyze	VERB
sc-1136	25	9	plain	plain	ADJ
sc-1136	25	10	text	text	NOUN
sc-1136	25	11	protocols	protocol	NOUN
sc-1136	25	12	uses	use	VERB
sc-1136	25	13	pin	pin	NOUN
sc-1136	25	14	to	to	PART
sc-1136	25	15	record	record	VERB
sc-1136	25	16	executed	execute	VERB
sc-1136	25	17	eai	eai	NOUN
sc-1136	25	18	endorsed	endorse	VERB
sc-1136	25	19	transactions	transaction	NOUN
sc-1136	25	20	on	on	ADP
sc-1136	25	21	smart	smart	ADJ
sc-1136	25	22	cities	city	NOUN
sc-1136	25	23	review	review	NOUN
sc-1136	25	24	article	article	NOUN
sc-1136	25	25	eai	eai	PROPN
sc-1136	25	26	endorsed	endorse	VERB
sc-1136	25	27	transactions	transaction	NOUN
sc-1136	25	28	on	on	ADP
sc-1136	25	29	smart	smart	ADJ
sc-1136	25	30	cities	city	NOUN
sc-1136	25	31	06	06	NUM
sc-1136	25	32	2020	2020	NUM
sc-1136	25	33	07	07	NUM
sc-1136	25	34	2020	2020	NUM
sc-1136	25	35	|	|	ADV
sc-1136	25	36	volume	volume	NOUN
sc-1136	25	37	4	4	NUM
sc-1136	25	38	|	|	ADV
sc-1136	25	39	issue	issue	VERB
sc-1136	25	40	11	11	NUM
sc-1136	26	1	|	|	ADV
sc-1136	26	2	e5	e5	PROPN
sc-1136	26	3	mailto	mailto	PROPN
sc-1136	26	4	:	:	PUNCT
sc-1136	26	5	https://creativecommons.org	https://creativecommons.org	NUM
sc-1136	26	6	/	/	SYM
sc-1136	26	7	licenses	license	NOUN
sc-1136	26	8	/	/	SYM
sc-1136	26	9	by/4.0/	by/4.0/	NOUN
sc-1136	26	10	mailto:praveenb.jce@gmail.com	mailto:praveenb.jce@gmail.com	X
sc-1136	26	11	praveen	praveen	PROPN
sc-1136	26	12	banasode	banasode	PROPN
sc-1136	26	13	,	,	PUNCT
sc-1136	26	14	sunita	sunita	PROPN
sc-1136	26	15	padmannavar	padmannavar	NOUN
sc-1136	26	16	2	2	NUM
sc-1136	26	17	instructions[13	instructions[13	NUM
sc-1136	26	18	]	]	PUNCT
sc-1136	26	19	.	.	PUNCT
sc-1136	27	1	improvement	improvement	NOUN
sc-1136	27	2	of	of	ADP
sc-1136	27	3	encryption	encryption	NOUN
sc-1136	27	4	data	datum	NOUN
sc-1136	27	5	can	can	AUX
sc-1136	27	6	also	also	ADV
sc-1136	27	7	be	be	AUX
sc-1136	27	8	implemented	implement	VERB
sc-1136	27	9	by	by	ADP
sc-1136	27	10	using	use	VERB
sc-1136	27	11	hybrid	hybrid	ADJ
sc-1136	27	12	encryption	encryption	NOUN
sc-1136	27	13	algorithm[15	algorithm[15	NOUN
sc-1136	27	14	]	]	PUNCT
sc-1136	27	15	.	.	PUNCT
sc-1136	28	1	an	an	DET
sc-1136	28	2	attribute	attribute	NOUN
sc-1136	28	3	based	base	VERB
sc-1136	28	4	encryption(abe	encryption(abe	NOUN
sc-1136	28	5	)	)	PUNCT
sc-1136	28	6	only	only	ADV
sc-1136	28	7	the	the	DET
sc-1136	28	8	matching	match	VERB
sc-1136	28	9	attributes	attribute	NOUN
sc-1136	28	10	can	can	AUX
sc-1136	28	11	decrypt	decrypt	VERB
sc-1136	28	12	it	it	PRON
sc-1136	28	13	where	where	SCONJ
sc-1136	28	14	data	datum	NOUN
sc-1136	28	15	is	be	AUX
sc-1136	28	16	encrypted	encrypt	VERB
sc-1136	28	17	with	with	ADP
sc-1136	28	18	aes	aes	PROPN
sc-1136	28	19	and	and	CCONJ
sc-1136	28	20	the	the	DET
sc-1136	28	21	aes	aes	NOUN
sc-1136	28	22	key	key	NOUN
sc-1136	28	23	is	be	AUX
sc-1136	28	24	encrypted	encrypt	VERB
sc-1136	28	25	with	with	ADP
sc-1136	28	26	abe[17].two	abe[17].two	ADJ
sc-1136	28	27	layer	layer	NOUN
sc-1136	28	28	encryption	encryption	NOUN
sc-1136	28	29	is	be	AUX
sc-1136	28	30	used	use	VERB
sc-1136	28	31	for	for	ADP
sc-1136	28	32	issues	issue	NOUN
sc-1136	28	33	related	relate	VERB
sc-1136	28	34	to	to	ADP
sc-1136	28	35	securing	secure	VERB
sc-1136	28	36	encryption	encryption	NOUN
sc-1136	28	37	algorithm	algorithm	NOUN
sc-1136	28	38	for	for	ADP
sc-1136	28	39	securing	secure	VERB
sc-1136	28	40	data[18	data[18	PROPN
sc-1136	28	41	]	]	PUNCT
sc-1136	28	42	.	.	PUNCT
sc-1136	29	1	the	the	DET
sc-1136	29	2	paper	paper	NOUN
sc-1136	29	3	is	be	AUX
sc-1136	29	4	organized	organize	VERB
sc-1136	29	5	as	as	SCONJ
sc-1136	29	6	follows	follow	VERB
sc-1136	29	7	:	:	PUNCT
sc-1136	29	8	section	section	NOUN
sc-1136	29	9	2	2	NUM
sc-1136	29	10	briefly	briefly	NOUN
sc-1136	29	11	outlines	outline	VERB
sc-1136	29	12	the	the	DET
sc-1136	29	13	backgrounddiscuses	backgrounddiscuse	NOUN
sc-1136	29	14	the	the	DET
sc-1136	29	15	main	main	ADJ
sc-1136	29	16	objective	objective	NOUN
sc-1136	29	17	.	.	PUNCT
sc-1136	30	1	section	section	NOUN
sc-1136	30	2	3	3	NUM
sc-1136	30	3	provides	provide	VERB
sc-1136	30	4	a	a	DET
sc-1136	30	5	literature	literature	NOUN
sc-1136	30	6	survey	survey	NOUN
sc-1136	30	7	pertaining	pertain	VERB
sc-1136	30	8	to	to	ADP
sc-1136	30	9	security	security	NOUN
sc-1136	30	10	in	in	ADP
sc-1136	30	11	hadoop	hadoop	NOUN
sc-1136	30	12	.	.	PUNCT
sc-1136	31	1	section	section	NOUN
sc-1136	31	2	4	4	NUM
sc-1136	31	3	provides	provide	VERB
sc-1136	31	4	section	section	NOUN
sc-1136	31	5	5	5	NUM
sc-1136	31	6	experimental	experimental	ADJ
sc-1136	31	7	results	result	NOUN
sc-1136	31	8	are	be	AUX
sc-1136	31	9	presented	present	VERB
sc-1136	31	10	.	.	PUNCT
sc-1136	32	1	section	section	NOUN
sc-1136	32	2	6	6	NUM
sc-1136	32	3	concludes	conclude	VERB
sc-1136	32	4	the	the	DET
sc-1136	32	5	paper	paper	NOUN
sc-1136	32	6	.	.	PUNCT
sc-1136	33	1	3	3	X
sc-1136	33	2	.	.	X
sc-1136	33	3	background	background	NOUN
sc-1136	33	4	when	when	SCONJ
sc-1136	33	5	a	a	DET
sc-1136	33	6	user	user	NOUN
sc-1136	33	7	enters	enter	VERB
sc-1136	33	8	any	any	DET
sc-1136	33	9	information	information	NOUN
sc-1136	33	10	on	on	ADP
sc-1136	33	11	a	a	DET
sc-1136	33	12	web	web	NOUN
sc-1136	33	13	application	application	NOUN
sc-1136	33	14	,	,	PUNCT
sc-1136	33	15	it	it	PRON
sc-1136	33	16	is	be	AUX
sc-1136	33	17	based	base	VERB
sc-1136	33	18	on	on	ADP
sc-1136	33	19	the	the	DET
sc-1136	33	20	trust	trust	NOUN
sc-1136	33	21	that	that	SCONJ
sc-1136	33	22	the	the	DET
sc-1136	33	23	server	server	NOUN
sc-1136	33	24	will	will	AUX
sc-1136	33	25	protect	protect	VERB
sc-1136	33	26	that	that	DET
sc-1136	33	27	sensitive	sensitive	ADJ
sc-1136	33	28	data	datum	NOUN
sc-1136	33	29	,	,	PUNCT
sc-1136	33	30	but	but	CCONJ
sc-1136	33	31	the	the	DET
sc-1136	33	32	data	data	NOUN
sc-1136	33	33	breaches	breach	NOUN
sc-1136	33	34	occurring	occur	VERB
sc-1136	33	35	time	time	NOUN
sc-1136	33	36	and	and	CCONJ
sc-1136	33	37	again	again	ADV
sc-1136	33	38	results	result	VERB
sc-1136	33	39	in	in	ADP
sc-1136	33	40	doubts	doubt	NOUN
sc-1136	33	41	the	the	DET
sc-1136	33	42	truth	truth	NOUN
sc-1136	33	43	of	of	ADP
sc-1136	33	44	the	the	DET
sc-1136	33	45	value	value	NOUN
sc-1136	33	46	,	,	PUNCT
sc-1136	33	47	exposure	exposure	NOUN
sc-1136	33	48	of	of	ADP
sc-1136	33	49	the	the	DET
sc-1136	33	50	sensitive	sensitive	ADJ
sc-1136	33	51	user	user	NOUN
sc-1136	33	52	data	data	PROPN
sc-1136	33	53	has	have	VERB
sc-1136	33	54	increased[16	increased[16	NOUN
sc-1136	33	55	]	]	PUNCT
sc-1136	33	56	.	.	PUNCT
sc-1136	34	1	these	these	PRON
sc-1136	34	2	are	be	AUX
sc-1136	34	3	leading	lead	VERB
sc-1136	34	4	into	into	ADP
sc-1136	34	5	a	a	DET
sc-1136	34	6	serious	serious	ADJ
sc-1136	34	7	violations	violation	NOUN
sc-1136	34	8	of	of	ADP
sc-1136	34	9	data	datum	NOUN
sc-1136	34	10	privacy	privacy	NOUN
sc-1136	34	11	and	and	CCONJ
sc-1136	34	12	information	information	NOUN
sc-1136	34	13	security	security	NOUN
sc-1136	34	14	.	.	PUNCT
sc-1136	35	1	exposure	exposure	NOUN
sc-1136	35	2	of	of	ADP
sc-1136	35	3	sensitive	sensitive	ADJ
sc-1136	35	4	data	datum	NOUN
sc-1136	35	5	can	can	AUX
sc-1136	35	6	be	be	AUX
sc-1136	35	7	caused	cause	VERB
sc-1136	35	8	by	by	ADP
sc-1136	35	9	any	any	DET
sc-1136	35	10	form	form	NOUN
sc-1136	35	11	.	.	PUNCT
sc-1136	36	1	an	an	DET
sc-1136	36	2	unauthorized	unauthorized	ADJ
sc-1136	36	3	person	person	NOUN
sc-1136	36	4	or	or	CCONJ
sc-1136	36	5	third	third	ADJ
sc-1136	36	6	party	party	NOUN
sc-1136	36	7	poses	pose	VERB
sc-1136	36	8	more	more	ADJ
sc-1136	36	9	threat	threat	NOUN
sc-1136	36	10	they	they	PRON
sc-1136	36	11	have	have	VERB
sc-1136	36	12	access	access	NOUN
sc-1136	36	13	to	to	ADP
sc-1136	36	14	the	the	DET
sc-1136	36	15	information	information	NOUN
sc-1136	36	16	and	and	CCONJ
sc-1136	36	17	have	have	VERB
sc-1136	36	18	the	the	DET
sc-1136	36	19	power	power	NOUN
sc-1136	36	20	to	to	PART
sc-1136	36	21	sell	sell	VERB
sc-1136	36	22	it	it	PRON
sc-1136	36	23	to	to	ADP
sc-1136	36	24	the	the	DET
sc-1136	36	25	external	external	ADJ
sc-1136	36	26	users[7	users[7	NOUN
sc-1136	36	27	]	]	PUNCT
sc-1136	36	28	.	.	PUNCT
sc-1136	37	1	we	we	PRON
sc-1136	37	2	have	have	AUX
sc-1136	37	3	proposed	propose	VERB
sc-1136	37	4	a	a	DET
sc-1136	37	5	system	system	NOUN
sc-1136	37	6	based	base	VERB
sc-1136	37	7	on	on	ADP
sc-1136	37	8	a	a	DET
sc-1136	37	9	distributed	distribute	VERB
sc-1136	37	10	parallel	parallel	ADJ
sc-1136	37	11	algorithm	algorithm	NOUN
sc-1136	37	12	using	use	VERB
sc-1136	37	13	mapreduce	mapreduce	NOUN
sc-1136	37	14	to	to	PART
sc-1136	37	15	identify	identify	VERB
sc-1136	37	16	pattern	pattern	NOUN
sc-1136	37	17	of	of	ADP
sc-1136	37	18	sensitive	sensitive	ADJ
sc-1136	37	19	data	datum	NOUN
sc-1136	37	20	and	and	CCONJ
sc-1136	37	21	non	non	ADJ
sc-1136	37	22	-	-	ADJ
sc-1136	37	23	sensitive	sensitive	ADJ
sc-1136	37	24	data	datum	NOUN
sc-1136	37	25	and	and	CCONJ
sc-1136	37	26	its	its	PRON
sc-1136	37	27	similarities	similarity	NOUN
sc-1136	37	28	.	.	PUNCT
sc-1136	38	1	the	the	DET
sc-1136	38	2	mapreduce	mapreduce	PROPN
sc-1136	38	3	based	base	VERB
sc-1136	38	4	search	search	NOUN
sc-1136	38	5	,	,	PUNCT
sc-1136	38	6	sort	sort	NOUN
sc-1136	38	7	,	,	PUNCT
sc-1136	38	8	intersection	intersection	NOUN
sc-1136	38	9	of	of	ADP
sc-1136	38	10	algorithm	algorithm	NOUN
sc-1136	38	11	are	be	AUX
sc-1136	38	12	used	use	VERB
sc-1136	38	13	to	to	PART
sc-1136	38	14	identify	identify	VERB
sc-1136	38	15	the	the	DET
sc-1136	38	16	sensitiveness	sensitiveness	NOUN
sc-1136	38	17	of	of	ADP
sc-1136	38	18	data	datum	NOUN
sc-1136	38	19	.	.	PUNCT
sc-1136	39	1	to	to	PART
sc-1136	39	2	process	process	VERB
sc-1136	39	3	,	,	PUNCT
sc-1136	39	4	analyze	analyze	VERB
sc-1136	39	5	and	and	CCONJ
sc-1136	39	6	visualize	visualize	VERB
sc-1136	39	7	the	the	DET
sc-1136	39	8	data	data	NOUN
sc-1136	39	9	points	point	NOUN
sc-1136	39	10	,	,	PUNCT
sc-1136	39	11	building	build	VERB
sc-1136	39	12	security	security	NOUN
sc-1136	39	13	in	in	ADP
sc-1136	39	14	these	these	DET
sc-1136	39	15	applications	application	NOUN
sc-1136	39	16	from	from	ADP
sc-1136	39	17	the	the	DET
sc-1136	39	18	beginning	beginning	NOUN
sc-1136	39	19	is	be	AUX
sc-1136	39	20	beneficial	beneficial	ADJ
sc-1136	39	21	in	in	ADP
sc-1136	39	22	the	the	DET
sc-1136	39	23	long	long	ADJ
sc-1136	39	24	run[6	run[6	PROPN
sc-1136	39	25	]	]	X
sc-1136	39	26	.	.	PUNCT
sc-1136	40	1	4	4	X
sc-1136	40	2	.	.	X
sc-1136	40	3	objective	objective	VERB
sc-1136	40	4	the	the	DET
sc-1136	40	5	present	present	ADJ
sc-1136	40	6	research	research	NOUN
sc-1136	40	7	work	work	NOUN
sc-1136	40	8	was	be	AUX
sc-1136	40	9	under	under	ADP
sc-1136	40	10	taken	take	VERB
sc-1136	40	11	with	with	ADP
sc-1136	40	12	prime	prime	ADJ
sc-1136	40	13	objective	objective	NOUN
sc-1136	40	14	of	of	ADP
sc-1136	40	15	identifying	identify	VERB
sc-1136	40	16	the	the	DET
sc-1136	40	17	various	various	ADJ
sc-1136	40	18	problems	problem	NOUN
sc-1136	40	19	of	of	ADP
sc-1136	40	20	transactional	transactional	ADJ
sc-1136	40	21	data	datum	NOUN
sc-1136	40	22	.	.	PUNCT
sc-1136	41	1	•	•	NUM
sc-1136	41	2	personal	personal	ADJ
sc-1136	41	3	information	information	NOUN
sc-1136	41	4	like	like	ADP
sc-1136	41	5	ssn	ssn	PROPN
sc-1136	41	6	/	/	SYM
sc-1136	41	7	sin	sin	NOUN
sc-1136	41	8	,	,	PUNCT
sc-1136	41	9	dob	dob	PROPN
sc-1136	41	10	,	,	PUNCT
sc-1136	41	11	adharcardnumber	adharcardnumber	PROPN
sc-1136	41	12	.	.	PUNCT
sc-1136	42	1	•	•	NUM
sc-1136	42	2	banking	banking	NOUN
sc-1136	42	3	information	information	NOUN
sc-1136	42	4	like	like	ADP
sc-1136	42	5	account	account	NOUN
sc-1136	42	6	number	number	NOUN
sc-1136	42	7	,	,	PUNCT
sc-1136	42	8	debit	debit	NOUN
sc-1136	42	9	/	/	SYM
sc-1136	42	10	credit	credit	NOUN
sc-1136	42	11	card	card	NOUN
sc-1136	42	12	number	number	NOUN
sc-1136	42	13	,	,	PUNCT
sc-1136	42	14	atm	atm	NOUN
sc-1136	42	15	pin	pin	NOUN
sc-1136	42	16	number	number	NOUN
sc-1136	42	17	,	,	PUNCT
sc-1136	42	18	registered	register	VERB
sc-1136	42	19	mobile	mobile	ADJ
sc-1136	42	20	number	number	NOUN
sc-1136	42	21	.	.	PUNCT
sc-1136	43	1	•	•	NUM
sc-1136	43	2	the	the	DET
sc-1136	43	3	main	main	ADJ
sc-1136	43	4	objective	objective	NOUN
sc-1136	43	5	of	of	ADP
sc-1136	43	6	this	this	DET
sc-1136	43	7	work	work	NOUN
sc-1136	43	8	is	be	AUX
sc-1136	43	9	to	to	PART
sc-1136	43	10	protect	protect	VERB
sc-1136	43	11	sensitive	sensitive	ADJ
sc-1136	43	12	data	datum	NOUN
sc-1136	43	13	from	from	ADP
sc-1136	43	14	threats	threat	NOUN
sc-1136	43	15	using	use	VERB
sc-1136	43	16	sophisticated	sophisticated	ADJ
sc-1136	43	17	secure	secure	ADJ
sc-1136	43	18	algorithm	algorithm	NOUN
sc-1136	43	19	in	in	ADP
sc-1136	43	20	a	a	DET
sc-1136	43	21	distributed	distribute	VERB
sc-1136	43	22	manner	manner	NOUN
sc-1136	43	23	using	use	VERB
sc-1136	43	24	hadoop	hadoop	NOUN
sc-1136	43	25	technology	technology	NOUN
sc-1136	43	26	.	.	PUNCT
sc-1136	44	1	which	which	PRON
sc-1136	44	2	takes	take	VERB
sc-1136	44	3	care	care	NOUN
sc-1136	44	4	of	of	ADP
sc-1136	44	5	the	the	DET
sc-1136	44	6	following	follow	VERB
sc-1136	44	7	parameters	parameter	NOUN
sc-1136	44	8	.	.	PUNCT
sc-1136	45	1	•	•	NUM
sc-1136	45	2	efficiently	efficiently	ADV
sc-1136	45	3	storing	store	VERB
sc-1136	45	4	and	and	CCONJ
sc-1136	45	5	retrieving	retrieve	VERB
sc-1136	45	6	the	the	DET
sc-1136	45	7	bulk	bulk	ADJ
sc-1136	45	8	data	datum	NOUN
sc-1136	45	9	.	.	PUNCT
sc-1136	46	1	•	•	NUM
sc-1136	46	2	detect	detect	VERB
sc-1136	46	3	and	and	CCONJ
sc-1136	46	4	protect	protect	VERB
sc-1136	46	5	sensitive	sensitive	ADJ
sc-1136	46	6	information	information	NOUN
sc-1136	46	7	.	.	PUNCT
sc-1136	47	1	•	•	NUM
sc-1136	47	2	reliable	reliable	ADJ
sc-1136	47	3	security	security	NOUN
sc-1136	47	4	mechanism	mechanism	NOUN
sc-1136	47	5	•	•	NOUN
sc-1136	47	6	robust	robust	ADJ
sc-1136	47	7	and	and	CCONJ
sc-1136	47	8	fault	fault	VERB
sc-1136	47	9	tolerant	tolerant	ADJ
sc-1136	47	10	system	system	NOUN
sc-1136	47	11	an	an	DET
sc-1136	47	12	application	application	NOUN
sc-1136	47	13	encrypts	encrypts	NOUN
sc-1136	47	14	debit	debit	NOUN
sc-1136	47	15	/	/	SYM
sc-1136	47	16	credit	credit	NOUN
sc-1136	47	17	card	card	NOUN
sc-1136	47	18	number	number	NOUN
sc-1136	47	19	but	but	CCONJ
sc-1136	47	20	also	also	ADV
sc-1136	47	21	decrypts	decrypt	VERB
sc-1136	47	22	this	this	DET
sc-1136	47	23	data	datum	NOUN
sc-1136	47	24	when	when	SCONJ
sc-1136	47	25	retrieved	retrieve	VERB
sc-1136	47	26	.	.	PUNCT
sc-1136	48	1	by	by	ADP
sc-1136	48	2	designing	design	VERB
sc-1136	48	3	a	a	DET
sc-1136	48	4	good	good	ADJ
sc-1136	48	5	algorithm	algorithm	NOUN
sc-1136	48	6	we	we	PRON
sc-1136	48	7	can	can	AUX
sc-1136	48	8	protect	protect	VERB
sc-1136	48	9	the	the	DET
sc-1136	48	10	sensitive	sensitive	ADJ
sc-1136	48	11	data	datum	NOUN
sc-1136	48	12	so	so	SCONJ
sc-1136	48	13	that	that	SCONJ
sc-1136	48	14	the	the	DET
sc-1136	48	15	potential	potential	ADJ
sc-1136	48	16	leaks	leak	NOUN
sc-1136	48	17	can	can	AUX
sc-1136	48	18	be	be	AUX
sc-1136	48	19	controlled	control	VERB
sc-1136	48	20	.	.	PUNCT
sc-1136	49	1	4.1	4.1	NUM
sc-1136	49	2	security	security	NOUN
sc-1136	49	3	goal	goal	NOUN
sc-1136	49	4	to	to	PART
sc-1136	49	5	prevent	prevent	VERB
sc-1136	49	6	attacks	attack	NOUN
sc-1136	49	7	,	,	PUNCT
sc-1136	49	8	some	some	DET
sc-1136	49	9	measure	measure	NOUN
sc-1136	49	10	are	be	AUX
sc-1136	49	11	required	require	VERB
sc-1136	49	12	for	for	ADP
sc-1136	49	13	security	security	NOUN
sc-1136	49	14	implementation	implementation	NOUN
sc-1136	49	15	like	like	ADP
sc-1136	49	16	:	:	PUNCT
sc-1136	49	17	•	•	NUM
sc-1136	49	18	by	by	ADP
sc-1136	49	19	encrypting	encrypt	VERB
sc-1136	49	20	the	the	DET
sc-1136	49	21	data	datum	NOUN
sc-1136	49	22	:	:	PUNCT
sc-1136	49	23	it	it	PRON
sc-1136	49	24	is	be	AUX
sc-1136	49	25	very	very	ADV
sc-1136	49	26	important	important	ADJ
sc-1136	49	27	to	to	PART
sc-1136	49	28	encrypt	encrypt	VERB
sc-1136	49	29	the	the	DET
sc-1136	49	30	data	datum	NOUN
sc-1136	49	31	,	,	PUNCT
sc-1136	49	32	where	where	SCONJ
sc-1136	49	33	the	the	DET
sc-1136	49	34	data	data	NOUN
sc-1136	49	35	is	be	AUX
sc-1136	49	36	in	in	ADP
sc-1136	49	37	the	the	DET
sc-1136	49	38	form	form	NOUN
sc-1136	49	39	of	of	ADP
sc-1136	49	40	plain	plain	ADJ
sc-1136	49	41	text	text	NOUN
sc-1136	49	42	.	.	PUNCT
sc-1136	50	1	by	by	ADP
sc-1136	50	2	identifying	identify	VERB
sc-1136	50	3	the	the	DET
sc-1136	50	4	data	datum	NOUN
sc-1136	50	5	which	which	PRON
sc-1136	50	6	requires	require	VERB
sc-1136	50	7	an	an	DET
sc-1136	50	8	extra	extra	ADJ
sc-1136	50	9	protection	protection	NOUN
sc-1136	50	10	and	and	CCONJ
sc-1136	50	11	limiting	limit	VERB
sc-1136	50	12	the	the	DET
sc-1136	50	13	accessibility	accessibility	NOUN
sc-1136	50	14	.	.	PUNCT
sc-1136	51	1	•	•	NUM
sc-1136	51	2	authentication	authentication	NOUN
sc-1136	51	3	:	:	PUNCT
sc-1136	51	4	encrypted	encrypt	VERB
sc-1136	51	5	data	datum	NOUN
sc-1136	51	6	remains	remain	VERB
sc-1136	51	7	private	private	ADJ
sc-1136	51	8	by	by	ADP
sc-1136	51	9	means	mean	NOUN
sc-1136	51	10	of	of	ADP
sc-1136	51	11	not	not	PART
sc-1136	51	12	disclosing	disclose	VERB
sc-1136	51	13	the	the	DET
sc-1136	51	14	confidentiality	confidentiality	NOUN
sc-1136	51	15	of	of	ADP
sc-1136	51	16	the	the	DET
sc-1136	51	17	user	user	NOUN
sc-1136	51	18	.	.	PUNCT
sc-1136	52	1	5	5	X
sc-1136	52	2	.	.	X
sc-1136	52	3	method	method	VERB
sc-1136	52	4	a	a	DET
sc-1136	52	5	collection	collection	NOUN
sc-1136	52	6	of	of	ADP
sc-1136	52	7	data	datum	NOUN
sc-1136	52	8	which	which	PRON
sc-1136	52	9	is	be	AUX
sc-1136	52	10	arranged	arrange	VERB
sc-1136	52	11	in	in	ADP
sc-1136	52	12	the	the	DET
sc-1136	52	13	form	form	NOUN
sc-1136	52	14	of	of	ADP
sc-1136	52	15	sets	set	NOUN
sc-1136	52	16	,	,	PUNCT
sc-1136	52	17	consisting	consist	VERB
sc-1136	52	18	of	of	ADP
sc-1136	52	19	duplicate	duplicate	ADJ
sc-1136	52	20	and	and	CCONJ
sc-1136	52	21	unique	unique	ADJ
sc-1136	52	22	values	value	NOUN
sc-1136	52	23	.	.	PUNCT
sc-1136	53	1	there	there	PRON
sc-1136	53	2	is	be	VERB
sc-1136	53	3	more	more	ADV
sc-1136	53	4	or	or	CCONJ
sc-1136	53	5	likely	likely	ADJ
sc-1136	53	6	a	a	DET
sc-1136	53	7	chances	chance	NOUN
sc-1136	53	8	of	of	ADP
sc-1136	53	9	duplicate	duplicate	ADJ
sc-1136	53	10	data	datum	NOUN
sc-1136	53	11	in	in	ADP
sc-1136	53	12	sensitive	sensitive	ADJ
sc-1136	53	13	data	datum	NOUN
sc-1136	53	14	.	.	PUNCT
sc-1136	54	1	by	by	ADP
sc-1136	54	2	using	use	VERB
sc-1136	54	3	the	the	DET
sc-1136	54	4	set	set	NOUN
sc-1136	54	5	intersection	intersection	NOUN
sc-1136	54	6	we	we	PRON
sc-1136	54	7	can	can	AUX
sc-1136	54	8	eliminate	eliminate	VERB
sc-1136	54	9	the	the	DET
sc-1136	54	10	duplicate	duplicate	ADJ
sc-1136	54	11	value	value	NOUN
sc-1136	54	12	from	from	ADP
sc-1136	54	13	sensitive	sensitive	ADJ
sc-1136	54	14	data	datum	NOUN
sc-1136	54	15	set	set	VERB
sc-1136	54	16	.	.	PUNCT
sc-1136	55	1	consider	consider	VERB
sc-1136	55	2	a	a	DET
sc-1136	55	3	set	set	NOUN
sc-1136	55	4	which	which	PRON
sc-1136	55	5	is	be	AUX
sc-1136	55	6	consisting	consist	VERB
sc-1136	55	7	of	of	ADP
sc-1136	55	8	user	user	NOUN
sc-1136	55	9	information	information	NOUN
sc-1136	55	10	like	like	ADP
sc-1136	55	11	name	name	NOUN
sc-1136	55	12	,	,	PUNCT
sc-1136	55	13	ssn	ssn	PROPN
sc-1136	55	14	,	,	PUNCT
sc-1136	55	15	debit_credit_number	debit_credit_number	PROPN
sc-1136	55	16	,	,	PUNCT
sc-1136	55	17	email	email	NOUN
sc-1136	55	18	and	and	CCONJ
sc-1136	55	19	in	in	ADP
sc-1136	55	20	another	another	DET
sc-1136	55	21	set	set	NOUN
sc-1136	55	22	of	of	ADP
sc-1136	55	23	sensitive	sensitive	ADJ
sc-1136	55	24	a	a	DET
sc-1136	55	25	data	datum	NOUN
sc-1136	55	26	of	of	ADP
sc-1136	55	27	ssn	ssn	PROPN
sc-1136	55	28	,	,	PUNCT
sc-1136	55	29	debit_credit_number	debit_credit_number	PROPN
sc-1136	55	30	sequence	sequence	NOUN
sc-1136	55	31	of	of	ADP
sc-1136	55	32	data	datum	NOUN
sc-1136	55	33	,	,	PUNCT
sc-1136	55	34	like	like	ADP
sc-1136	55	35	that	that	PRON
sc-1136	55	36	many	many	ADJ
sc-1136	55	37	information	information	NOUN
sc-1136	55	38	is	be	AUX
sc-1136	55	39	carrying	carry	VERB
sc-1136	55	40	,	,	PUNCT
sc-1136	55	41	let	let	VERB
sc-1136	55	42	us	we	PRON
sc-1136	55	43	consider	consider	VERB
sc-1136	55	44	,	,	PUNCT
sc-1136	55	45	two	two	NUM
sc-1136	55	46	sets	set	VERB
sc-1136	55	47	s1	s1	NOUN
sc-1136	55	48	and	and	CCONJ
sc-1136	55	49	s2	s2	PROPN
sc-1136	55	50	.	.	PUNCT
sc-1136	56	1	s1={{abc,123,1234567890,abc@m.com},{bcd.234,2345	s1={{abc,123,1234567890,abc@m.com},{bcd.234,2345	X
sc-1136	56	2	612312,bc@g.com},{azx,345,09	612312,bc@g.com},{azx,345,09	NUM
sc-1136	56	3	87654321,zx@g.com	87654321,zx@g.com	NUM
sc-1136	56	4	}	}	PUNCT
sc-1136	56	5	,	,	PUNCT
sc-1136	56	6	{	{	PUNCT
sc-1136	56	7	wer,347,2314560987,x@g.com	wer,347,2314560987,x@g.com	NOUN
sc-1136	56	8	}	}	PUNCT
sc-1136	56	9	,	,	PUNCT
sc-1136	56	10	…	…	PUNCT
sc-1136	56	11	..	..	PUNCT
sc-1136	56	12	}	}	PUNCT
sc-1136	56	13	s2={{bcd.234,2345612312,bc@g.com},{wer,347,23145	s2={{bcd.234,2345612312,bc@g.com},{wer,347,23145	VERB
sc-1136	56	14	60987,x@g.com},{abd,389,4534	60987,x@g.com},{abd,389,4534	NUM
sc-1136	56	15	567890,abc@m.com	567890,abc@m.com	NUM
sc-1136	56	16	}	}	PUNCT
sc-1136	56	17	,	,	PUNCT
sc-1136	56	18	....................................	....................................	PUNCT
sc-1136	56	19	}	}	PUNCT
sc-1136	56	20	each	each	DET
sc-1136	56	21	object	object	NOUN
sc-1136	56	22	is	be	AUX
sc-1136	56	23	called	call	VERB
sc-1136	56	24	an	an	DET
sc-1136	56	25	element	element	NOUN
sc-1136	56	26	of	of	ADP
sc-1136	56	27	set	set	NOUN
sc-1136	56	28	.	.	PUNCT
sc-1136	57	1	for	for	ADP
sc-1136	57	2	two	two	NUM
sc-1136	57	3	sets	set	NOUN
sc-1136	57	4	s1	s1	NOUN
sc-1136	57	5	and	and	CCONJ
sc-1136	57	6	s2	s2	NOUN
sc-1136	57	7	is	be	AUX
sc-1136	57	8	the	the	DET
sc-1136	57	9	number	number	NOUN
sc-1136	57	10	of	of	ADP
sc-1136	57	11	elements	element	NOUN
sc-1136	57	12	present	present	ADJ
sc-1136	57	13	either	either	PRON
sc-1136	57	14	of	of	ADP
sc-1136	57	15	the	the	DET
sc-1136	57	16	set	set	NOUN
sc-1136	57	17	(	(	PUNCT
sc-1136	57	18	s1us2	s1us2	ADJ
sc-1136	57	19	)	)	PUNCT
sc-1136	57	20	.	.	PUNCT
sc-1136	58	1	total	total	ADJ
sc-1136	58	2	number	number	NOUN
sc-1136	58	3	of	of	ADP
sc-1136	58	4	elements	element	NOUN
sc-1136	58	5	present	present	ADJ
sc-1136	58	6	in	in	ADP
sc-1136	58	7	both	both	CCONJ
sc-1136	58	8	the	the	DET
sc-1136	58	9	sets	set	NOUN
sc-1136	58	10	s1	s1	NOUN
sc-1136	58	11	and	and	CCONJ
sc-1136	58	12	s2	s2	PROPN
sc-1136	58	13	(	(	PUNCT
sc-1136	58	14	s1∩s2)[1	s1∩s2)[1	PROPN
sc-1136	58	15	]	]	PUNCT
sc-1136	58	16	.	.	PUNCT
sc-1136	59	1	the	the	DET
sc-1136	59	2	sets	set	NOUN
sc-1136	59	3	which	which	PRON
sc-1136	59	4	contain	contain	VERB
sc-1136	59	5	all	all	DET
sc-1136	59	6	the	the	DET
sc-1136	59	7	elements	element	NOUN
sc-1136	59	8	of	of	ADP
sc-1136	59	9	a	a	DET
sc-1136	59	10	given	give	VERB
sc-1136	59	11	collection	collection	NOUN
sc-1136	59	12	is	be	AUX
sc-1136	59	13	called	call	VERB
sc-1136	59	14	the	the	DET
sc-1136	59	15	universal	universal	ADJ
sc-1136	59	16	set	set	NOUN
sc-1136	59	17	which	which	PRON
sc-1136	59	18	is	be	AUX
sc-1136	59	19	represented	represent	VERB
sc-1136	59	20	by	by	ADP
sc-1136	59	21	'	'	PUNCT
sc-1136	59	22	µ	µ	X
sc-1136	59	23	'	'	PUNCT
sc-1136	59	24	[	[	X
sc-1136	59	25	1	1	NUM
sc-1136	59	26	]	]	PUNCT
sc-1136	59	27	.	.	PUNCT
sc-1136	60	1	µ(s1us2)=µ(s1)+(µ(s2)-µ(s1∩s2	µ(s1us2)=µ(s1)+(µ(s2)-µ(s1∩s2	NOUN
sc-1136	60	2	)	)	PUNCT
sc-1136	60	3	)	)	PUNCT
sc-1136	61	1	definition	definition	NOUN
sc-1136	61	2	:	:	PUNCT
sc-1136	61	3	let	let	VERB
sc-1136	61	4	s1	s1	NOUN
sc-1136	61	5	and	and	CCONJ
sc-1136	61	6	s2	s2	NOUN
sc-1136	61	7	be	be	AUX
sc-1136	61	8	arbitrary	arbitrary	ADJ
sc-1136	61	9	given	give	VERB
sc-1136	61	10	sets	set	NOUN
sc-1136	61	11	.	.	PUNCT
sc-1136	62	1	by	by	ADP
sc-1136	62	2	function	function	NOUN
sc-1136	62	3	f	f	X
sc-1136	62	4	:	:	PUNCT
sc-1136	62	5	s1->s2	s1->s2	VERB
sc-1136	62	6	from	from	ADP
sc-1136	62	7	the	the	DET
sc-1136	62	8	set	set	VERB
sc-1136	62	9	s1	s1	NOUN
sc-1136	62	10	into	into	ADP
sc-1136	62	11	s2	s2	PROPN
sc-1136	62	12	,	,	PUNCT
sc-1136	62	13	a	a	DET
sc-1136	62	14	rule	rule	NOUN
sc-1136	62	15	which	which	PRON
sc-1136	62	16	assigns	assign	VERB
sc-1136	62	17	to	to	ADP
sc-1136	62	18	each	each	DET
sc-1136	62	19	member	member	NOUN
sc-1136	62	20	x	x	PUNCT
sc-1136	62	21	of	of	ADP
sc-1136	62	22	x	x	PRON
sc-1136	62	23	,	,	PUNCT
sc-1136	62	24	a	a	DET
sc-1136	62	25	unique	unique	ADJ
sc-1136	62	26	member	member	NOUN
sc-1136	62	27	f(x	f(x	PROPN
sc-1136	62	28	)	)	PUNCT
sc-1136	62	29	of	of	ADP
sc-1136	62	30	s2	s2	PROPN
sc-1136	62	31	.	.	PUNCT
sc-1136	63	1	the	the	DET
sc-1136	63	2	member	member	NOUN
sc-1136	63	3	f(x	f(x	PROPN
sc-1136	63	4	)	)	PUNCT
sc-1136	63	5	is	be	AUX
sc-1136	63	6	called	call	VERB
sc-1136	63	7	data	datum	NOUN
sc-1136	63	8	of	of	ADP
sc-1136	63	9	x	x	PUNCT
sc-1136	63	10	under	under	ADP
sc-1136	63	11	the	the	DET
sc-1136	63	12	function(mapping)f	function(mapping)f	PROPN
sc-1136	63	13	or	or	CCONJ
sc-1136	63	14	the	the	DET
sc-1136	63	15	value	value	NOUN
sc-1136	63	16	f	f	X
sc-1136	63	17	at	at	ADP
sc-1136	63	18	x.	x.	NOUN
sc-1136	63	19	the	the	DET
sc-1136	63	20	set	set	NOUN
sc-1136	63	21	s1	s1	NOUN
sc-1136	63	22	is	be	AUX
sc-1136	63	23	called	call	VERB
sc-1136	63	24	the	the	DET
sc-1136	63	25	domain	domain	NOUN
sc-1136	63	26	of	of	ADP
sc-1136	63	27	f	f	PROPN
sc-1136	63	28	and	and	CCONJ
sc-1136	63	29	the	the	DET
sc-1136	63	30	set	set	VERB
sc-1136	63	31	s2	s2	NOUN
sc-1136	63	32	is	be	AUX
sc-1136	63	33	called	call	VERB
sc-1136	63	34	the	the	DET
sc-1136	63	35	co	co	ADJ
sc-1136	63	36	domain	domain	NOUN
sc-1136	63	37	of	of	ADP
sc-1136	63	38	f.	f.	PROPN
sc-1136	63	39	the	the	DET
sc-1136	63	40	set	set	NOUN
sc-1136	63	41	of	of	ADP
sc-1136	63	42	element	element	NOUN
sc-1136	63	43	f(x	f(x	PROPN
sc-1136	63	44	)	)	PUNCT
sc-1136	63	45	,	,	PUNCT
sc-1136	63	46	x	x	PUNCT
sc-1136	63	47	ε	ε	PROPN
sc-1136	63	48	s1	s1	PROPN
sc-1136	63	49	is	be	AUX
sc-1136	63	50	called	call	VERB
sc-1136	63	51	range	range	NOUN
sc-1136	63	52	of	of	ADP
sc-1136	63	53	f.	f.	PROPN
sc-1136	63	54	thus	thus	ADV
sc-1136	63	55	,	,	PUNCT
sc-1136	63	56	the	the	DET
sc-1136	63	57	range	range	NOUN
sc-1136	63	58	of	of	ADP
sc-1136	63	59	f	f	PROPN
sc-1136	63	60	is	be	AUX
sc-1136	63	61	a	a	DET
sc-1136	63	62	subset	subset	NOUN
sc-1136	63	63	of	of	ADP
sc-1136	63	64	s2	s2	PROPN
sc-1136	63	65	.	.	PUNCT
sc-1136	64	1	let	let	VERB
sc-1136	64	2	f	f	X
sc-1136	64	3	:	:	PUNCT
sc-1136	64	4	s1->s2	s1->s2	VERB
sc-1136	64	5	be	be	AUX
sc-1136	64	6	a	a	DET
sc-1136	64	7	mapping	mapping	NOUN
sc-1136	64	8	from	from	ADP
sc-1136	64	9	the	the	DET
sc-1136	64	10	set	set	VERB
sc-1136	64	11	s1	s1	NOUN
sc-1136	64	12	into	into	ADP
sc-1136	64	13	the	the	DET
sc-1136	64	14	set	set	NOUN
sc-1136	64	15	s2	s2	PROPN
sc-1136	64	16	.	.	PUNCT
sc-1136	65	1	eai	eai	PROPN
sc-1136	65	2	endorsed	endorse	VERB
sc-1136	65	3	transactions	transaction	NOUN
sc-1136	65	4	on	on	ADP
sc-1136	65	5	smart	smart	ADJ
sc-1136	65	6	cities	city	NOUN
sc-1136	65	7	06	06	NUM
sc-1136	65	8	2020	2020	NUM
sc-1136	65	9	07	07	NUM
sc-1136	65	10	2020	2020	NUM
sc-1136	65	11	|	|	ADV
sc-1136	65	12	volume	volume	NOUN
sc-1136	65	13	4	4	NUM
sc-1136	65	14	|	|	ADV
sc-1136	65	15	issue	issue	VERB
sc-1136	65	16	11	11	NUM
sc-1136	66	1	|	|	ADV
sc-1136	67	1	e5	e5	PROPN
sc-1136	67	2	mailto:abc%2c123%2c1234567890%2cabc@m.com	mailto:abc%2c123%2c1234567890%2cabc@m.com	PROPN
sc-1136	67	3	mailto:abc%2c123%2c1234567890%2cabc@m.com	mailto:abc%2c123%2c1234567890%2cabc@m.com	PROPN
sc-1136	67	4	mailto:bcd.234%2c2345612312%2cbc@g.com	mailto:bcd.234%2c2345612312%2cbc@g.com	PROPN
sc-1136	67	5	mailto:bcd.234%2c2345612312%2cbc@g.com	mailto:bcd.234%2c2345612312%2cbc@g.com	PROPN
sc-1136	67	6	mailto:bcd.234%2c2345612312%2cbc@g.com	mailto:bcd.234%2c2345612312%2cbc@g.com	PROPN
sc-1136	67	7	mailto:87654321%2czx@g.com	mailto:87654321%2czx@g.com	PROPN
sc-1136	68	1	mailto:wer%2c347%2c2314560987%2cx@g.com	mailto:wer%2c347%2c2314560987%2cx@g.com	NOUN
sc-1136	68	2	mailto:wer%2c347%2c2314560987%2cx@g.com	mailto:wer%2c347%2c2314560987%2cx@g.com	X
sc-1136	68	3	mailto:bcd.234%2c2345612312%2cbc@g.com	mailto:bcd.234%2c2345612312%2cbc@g.com	NOUN
sc-1136	68	4	mailto:bcd.234%2c2345612312%2cbc@g.com	mailto:bcd.234%2c2345612312%2cbc@g.com	NOUN
sc-1136	68	5	mailto:wer%2c347%2c2314560987%2cx@g.com	mailto:wer%2c347%2c2314560987%2cx@g.com	X
sc-1136	68	6	mailto:wer%2c347%2c2314560987%2cx@g.com	mailto:wer%2c347%2c2314560987%2cx@g.com	X
sc-1136	68	7	mailto:wer%2c347%2c2314560987%2cx@g.com	mailto:wer%2c347%2c2314560987%2cx@g.com	X
sc-1136	68	8	mailto:567890%2cabc@m.com	mailto:567890%2cabc@m.com	NOUN
sc-1136	68	9	protecting	protect	VERB
sc-1136	68	10	and	and	CCONJ
sc-1136	68	11	securing	secure	VERB
sc-1136	68	12	sensitive	sensitive	ADJ
sc-1136	68	13	data	datum	NOUN
sc-1136	68	14	in	in	ADP
sc-1136	68	15	a	a	DET
sc-1136	68	16	big	big	ADJ
sc-1136	68	17	data	datum	NOUN
sc-1136	68	18	using	use	VERB
sc-1136	68	19	encryption	encryption	NOUN
sc-1136	68	20	3	3	NUM
sc-1136	68	21	if	if	SCONJ
sc-1136	68	22	f(x1)=f(x2)=>x	f(x1)=f(x2)=>x	NOUN
sc-1136	69	1	=	=	SYM
sc-1136	69	2	x2	x2	NOUN
sc-1136	69	3	for	for	ADP
sc-1136	69	4	every	every	DET
sc-1136	69	5	x1,x2εs1	x1,x2εs1	PROPN
sc-1136	69	6	,	,	PUNCT
sc-1136	69	7	if	if	SCONJ
sc-1136	69	8	and	and	CCONJ
sc-1136	69	9	only	only	ADV
sc-1136	69	10	if	if	SCONJ
sc-1136	69	11	the	the	DET
sc-1136	69	12	data	datum	NOUN
sc-1136	69	13	of	of	ADP
sc-1136	69	14	distinct	distinct	ADJ
sc-1136	69	15	points	point	NOUN
sc-1136	69	16	s1	s1	NOUN
sc-1136	69	17	are	be	AUX
sc-1136	69	18	distinct	distinct	ADJ
sc-1136	69	19	,	,	PUNCT
sc-1136	69	20	that	that	PRON
sc-1136	69	21	is	be	AUX
sc-1136	69	22	x1≠x2=>f(x1)≠f(x2	x1≠x2=>f(x1)≠f(x2	NOUN
sc-1136	69	23	)	)	PUNCT
sc-1136	69	24	.	.	PUNCT
sc-1136	70	1	thus	thus	ADV
sc-1136	70	2	,	,	PUNCT
sc-1136	70	3	from	from	ADP
sc-1136	70	4	this	this	DET
sc-1136	70	5	definition	definition	NOUN
sc-1136	70	6	we	we	PRON
sc-1136	70	7	arrive	arrive	VERB
sc-1136	70	8	to	to	PART
sc-1136	70	9	conclusion	conclusion	NOUN
sc-1136	70	10	the	the	DET
sc-1136	70	11	data	datum	NOUN
sc-1136	70	12	is	be	AUX
sc-1136	70	13	protected	protect	VERB
sc-1136	70	14	and	and	CCONJ
sc-1136	70	15	thereby	thereby	ADV
sc-1136	70	16	removing	remove	VERB
sc-1136	70	17	the	the	DET
sc-1136	70	18	duplicates	duplicate	NOUN
sc-1136	70	19	.	.	PUNCT
sc-1136	71	1	same	same	ADJ
sc-1136	71	2	methodology	methodology	NOUN
sc-1136	71	3	of	of	ADP
sc-1136	71	4	set	set	NOUN
sc-1136	71	5	theory	theory	NOUN
sc-1136	71	6	will	will	AUX
sc-1136	71	7	apply	apply	VERB
sc-1136	71	8	in	in	ADP
sc-1136	71	9	processing	process	VERB
sc-1136	71	10	chunks	chunk	NOUN
sc-1136	71	11	of	of	ADP
sc-1136	71	12	data	datum	NOUN
sc-1136	71	13	into	into	ADP
sc-1136	71	14	the	the	DET
sc-1136	71	15	hdfs	hdfs	NOUN
sc-1136	71	16	cluster	cluster	NOUN
sc-1136	71	17	the	the	DET
sc-1136	71	18	above	above	ADJ
sc-1136	71	19	sets	set	NOUN
sc-1136	71	20	are	be	AUX
sc-1136	71	21	examples	example	NOUN
sc-1136	71	22	of	of	ADP
sc-1136	71	23	unique	unique	ADJ
sc-1136	71	24	identifier	identifier	NOUN
sc-1136	71	25	as	as	ADV
sc-1136	71	26	well	well	ADV
sc-1136	71	27	how	how	SCONJ
sc-1136	71	28	these	these	DET
sc-1136	71	29	identifiers	identifier	NOUN
sc-1136	71	30	are	be	AUX
sc-1136	71	31	carrying	carry	VERB
sc-1136	71	32	the	the	DET
sc-1136	71	33	sensitive	sensitive	ADJ
sc-1136	71	34	data	datum	NOUN
sc-1136	71	35	for	for	ADP
sc-1136	71	36	processing	process	VERB
sc-1136	71	37	the	the	DET
sc-1136	71	38	data	datum	NOUN
sc-1136	71	39	from	from	ADP
sc-1136	71	40	one	one	NUM
sc-1136	71	41	end	end	NOUN
sc-1136	71	42	to	to	ADP
sc-1136	71	43	another	another	DET
sc-1136	71	44	end	end	NOUN
sc-1136	71	45	and	and	CCONJ
sc-1136	71	46	in	in	ADP
sc-1136	71	47	between	between	ADP
sc-1136	71	48	many	many	ADJ
sc-1136	71	49	transformation	transformation	NOUN
sc-1136	71	50	will	will	AUX
sc-1136	71	51	take	take	VERB
sc-1136	71	52	place	place	NOUN
sc-1136	71	53	and	and	CCONJ
sc-1136	71	54	also	also	ADV
sc-1136	71	55	how	how	SCONJ
sc-1136	71	56	the	the	DET
sc-1136	71	57	real	real	ADJ
sc-1136	71	58	time	time	NOUN
sc-1136	71	59	data	datum	NOUN
sc-1136	71	60	is	be	AUX
sc-1136	71	61	protected	protect	VERB
sc-1136	71	62	and	and	CCONJ
sc-1136	71	63	secured	secure	VERB
sc-1136	71	64	using	use	VERB
sc-1136	71	65	encryption	encryption	NOUN
sc-1136	71	66	and	and	CCONJ
sc-1136	71	67	decryption	decryption	NOUN
sc-1136	71	68	process	process	NOUN
sc-1136	71	69	.	.	PUNCT
sc-1136	72	1	programs	program	NOUN
sc-1136	72	2	can	can	AUX
sc-1136	72	3	directly	directly	ADV
sc-1136	72	4	access	access	VERB
sc-1136	72	5	key	key	ADJ
sc-1136	72	6	value	value	NOUN
sc-1136	72	7	pair	pair	NOUN
sc-1136	72	8	matching	matching	NOUN
sc-1136	72	9	index	index	NOUN
sc-1136	72	10	and	and	CCONJ
sc-1136	72	11	even	even	ADV
sc-1136	72	12	made	make	VERB
sc-1136	72	13	available	available	ADJ
sc-1136	72	14	on	on	ADP
sc-1136	72	15	the	the	DET
sc-1136	72	16	network	network	NOUN
sc-1136	72	17	.	.	PUNCT
sc-1136	73	1	the	the	DET
sc-1136	73	2	mapreduce	mapreduce	PROPN
sc-1136	73	3	algorithm	algorithm	NOUN
sc-1136	73	4	is	be	AUX
sc-1136	73	5	implemented	implement	VERB
sc-1136	73	6	to	to	PART
sc-1136	73	7	restrict	restrict	VERB
sc-1136	73	8	information	information	NOUN
sc-1136	73	9	getting	getting	AUX
sc-1136	73	10	leaked	leak	VERB
sc-1136	73	11	to	to	ADP
sc-1136	73	12	unknown	unknown	ADJ
sc-1136	73	13	sources	source	NOUN
sc-1136	73	14	using	use	VERB
sc-1136	73	15	two	two	NUM
sc-1136	73	16	interfaces	interface	NOUN
sc-1136	73	17	as	as	ADP
sc-1136	73	18	mapper	mapper	NOUN
sc-1136	73	19	and	and	CCONJ
sc-1136	73	20	reducer	reducer	NOUN
sc-1136	73	21	by	by	ADP
sc-1136	73	22	manipulation	manipulation	NOUN
sc-1136	73	23	so	so	SCONJ
sc-1136	73	24	the	the	DET
sc-1136	73	25	result	result	NOUN
sc-1136	73	26	will	will	AUX
sc-1136	73	27	not	not	PART
sc-1136	73	28	violate	violate	VERB
sc-1136	73	29	the	the	DET
sc-1136	73	30	privacy	privacy	NOUN
sc-1136	73	31	of	of	ADP
sc-1136	73	32	the	the	DET
sc-1136	73	33	clients	client	NOUN
sc-1136	73	34	.	.	PUNCT
sc-1136	74	1	sample	sample	NOUN
sc-1136	74	2	code	code	PROPN
sc-1136	74	3	is	be	AUX
sc-1136	74	4	presented	present	VERB
sc-1136	74	5	for	for	ADP
sc-1136	74	6	preserving	preserve	VERB
sc-1136	74	7	sensitive	sensitive	ADJ
sc-1136	74	8	information	information	NOUN
sc-1136	74	9	of	of	ADP
sc-1136	74	10	client	client	NOUN
sc-1136	74	11	.	.	PUNCT
sc-1136	75	1	algorithm	algorithm	NOUN
sc-1136	75	2	:	:	PUNCT
sc-1136	75	3	class	class	NOUN
sc-1136	75	4	sensitivity	sensitivity	NOUN
sc-1136	75	5	:	:	PUNCT
sc-1136	75	6	def	def	PROPN
sc-1136	75	7	mapper(key,_,value):(name	mapper(key,_,value):(name	PROPN
sc-1136	75	8	,	,	PUNCT
sc-1136	75	9	ssn	ssn	PROPN
sc-1136	75	10	,	,	PUNCT
sc-1136	75	11	debitnumber	debitnumber	PROPN
sc-1136	75	12	,	,	PUNCT
sc-1136	75	13	email)=line	email)=line	NUM
sc-1136	75	14	.	.	PUNCT
sc-1136	75	15	split	split	PROPN
sc-1136	75	16	(	(	PUNCT
sc-1136	75	17	‘	'	PUNCT
sc-1136	75	18	,	,	PUNCT
sc-1136	75	19	’	'	PUNCT
sc-1136	75	20	)	)	PUNCT
sc-1136	75	21	yield	yield	NOUN
sc-1136	75	22	debitnumber	debitnumber	NOUN
sc-1136	75	23	,	,	PUNCT
sc-1136	75	24	int(ssn	int(ssn	ADJ
sc-1136	75	25	)	)	PUNCT
sc-1136	75	26	def	def	ADJ
sc-1136	75	27	reducer(key	reducer(key	NOUN
sc-1136	75	28	,	,	PUNCT
sc-1136	75	29	debitnumber	debitnumber	PROPN
sc-1136	75	30	,	,	PUNCT
sc-1136	75	31	ssn	ssn	PROPN
sc-1136	75	32	):	):	PUNCT
sc-1136	75	33	totalnumber=0	totalnumber=0	PROPN
sc-1136	75	34	numberdebit=0	numberdebit=0	PROPN
sc-1136	76	1	for	for	ADP
sc-1136	76	2	x	x	PROPN
sc-1136	76	3	in	in	ADP
sc-1136	76	4	ssn	ssn	PROPN
sc-1136	76	5	:	:	PUNCT
sc-1136	76	6	totalnumber+=x	totalnumber+=x	NUM
sc-1136	76	7	numberdebit+=1	numberdebit+=1	ADJ
sc-1136	76	8	yield	yield	NOUN
sc-1136	76	9	debitnumber	debitnumber	NOUN
sc-1136	76	10	the	the	DET
sc-1136	76	11	data	datum	NOUN
sc-1136	76	12	which	which	PRON
sc-1136	76	13	is	be	AUX
sc-1136	76	14	used	use	VERB
sc-1136	76	15	to	to	PART
sc-1136	76	16	store	store	VERB
sc-1136	76	17	more	more	ADJ
sc-1136	76	18	memory	memory	NOUN
sc-1136	76	19	requires	require	VERB
sc-1136	76	20	to	to	PART
sc-1136	76	21	be	be	AUX
sc-1136	76	22	sliced	slice	VERB
sc-1136	76	23	to	to	PART
sc-1136	76	24	store	store	VERB
sc-1136	76	25	in	in	ADP
sc-1136	76	26	proper	proper	ADJ
sc-1136	76	27	format	format	NOUN
sc-1136	76	28	and	and	CCONJ
sc-1136	76	29	also	also	ADV
sc-1136	76	30	it	it	PRON
sc-1136	76	31	helps	help	VERB
sc-1136	76	32	the	the	DET
sc-1136	76	33	functions	function	NOUN
sc-1136	76	34	to	to	PART
sc-1136	76	35	share	share	VERB
sc-1136	76	36	widely	widely	ADV
sc-1136	76	37	on	on	ADP
sc-1136	76	38	distributed	distribute	VERB
sc-1136	76	39	platforms	platform	NOUN
sc-1136	76	40	for	for	ADP
sc-1136	76	41	any	any	DET
sc-1136	76	42	transactional	transactional	ADJ
sc-1136	76	43	purpose	purpose	NOUN
sc-1136	76	44	.	.	PUNCT
sc-1136	77	1	the	the	DET
sc-1136	77	2	sensitive	sensitive	ADJ
sc-1136	77	3	data	datum	NOUN
sc-1136	77	4	is	be	AUX
sc-1136	77	5	used	use	VERB
sc-1136	77	6	wisely	wisely	ADV
sc-1136	77	7	by	by	ADP
sc-1136	77	8	checking	check	VERB
sc-1136	77	9	all	all	DET
sc-1136	77	10	possible	possible	ADJ
sc-1136	77	11	threats	threat	NOUN
sc-1136	77	12	from	from	ADP
sc-1136	77	13	the	the	DET
sc-1136	77	14	outside	outside	ADJ
sc-1136	77	15	world	world	NOUN
sc-1136	77	16	with	with	ADP
sc-1136	77	17	proper	proper	ADJ
sc-1136	77	18	algorithm	algorithm	NOUN
sc-1136	77	19	to	to	PART
sc-1136	77	20	process	process	VERB
sc-1136	77	21	the	the	DET
sc-1136	77	22	data	datum	NOUN
sc-1136	77	23	in	in	ADP
sc-1136	77	24	a	a	DET
sc-1136	77	25	way	way	NOUN
sc-1136	77	26	it	it	PRON
sc-1136	77	27	required	require	VERB
sc-1136	77	28	for	for	ADP
sc-1136	77	29	successful	successful	ADJ
sc-1136	77	30	transactions	transaction	NOUN
sc-1136	77	31	.	.	PUNCT
sc-1136	78	1	each	each	DET
sc-1136	78	2	tuple	tuple	NOUN
sc-1136	78	3	of	of	ADP
sc-1136	78	4	value	value	NOUN
sc-1136	78	5	is	be	AUX
sc-1136	78	6	having	have	VERB
sc-1136	78	7	a	a	DET
sc-1136	78	8	multiple	multiple	ADJ
sc-1136	78	9	value	value	NOUN
sc-1136	78	10	for	for	ADP
sc-1136	78	11	debitnumber	debitnumber	NOUN
sc-1136	78	12	and	and	CCONJ
sc-1136	78	13	creditnumber	creditnumber	PROPN
sc-1136	78	14	,	,	PUNCT
sc-1136	78	15	so	so	CCONJ
sc-1136	78	16	this	this	PRON
sc-1136	78	17	increases	increase	VERB
sc-1136	78	18	the	the	DET
sc-1136	78	19	task	task	NOUN
sc-1136	78	20	of	of	ADP
sc-1136	78	21	protecting	protect	VERB
sc-1136	78	22	the	the	DET
sc-1136	78	23	data	datum	NOUN
sc-1136	78	24	of	of	ADP
sc-1136	78	25	a	a	DET
sc-1136	78	26	user	user	NOUN
sc-1136	78	27	in	in	ADP
sc-1136	78	28	its	its	PRON
sc-1136	78	29	best	good	ADJ
sc-1136	78	30	interest	interest	NOUN
sc-1136	78	31	and	and	CCONJ
sc-1136	78	32	also	also	ADV
sc-1136	78	33	to	to	PART
sc-1136	78	34	be	be	AUX
sc-1136	78	35	processed	process	VERB
sc-1136	78	36	efficiently	efficiently	ADV
sc-1136	78	37	.	.	PUNCT
sc-1136	79	1	by	by	ADP
sc-1136	79	2	decomposing	decompose	VERB
sc-1136	79	3	the	the	DET
sc-1136	79	4	data	datum	NOUN
sc-1136	79	5	into	into	ADP
sc-1136	79	6	two	two	NUM
sc-1136	79	7	relation	relation	NOUN
sc-1136	79	8	we	we	PRON
sc-1136	79	9	can	can	AUX
sc-1136	79	10	further	far	ADV
sc-1136	79	11	reduce	reduce	VERB
sc-1136	79	12	the	the	DET
sc-1136	79	13	cluster	cluster	NOUN
sc-1136	79	14	of	of	ADP
sc-1136	79	15	work	work	NOUN
sc-1136	79	16	which	which	PRON
sc-1136	79	17	stored	store	VERB
sc-1136	79	18	on	on	ADP
sc-1136	79	19	disk	disk	NOUN
sc-1136	79	20	.	.	PUNCT
sc-1136	80	1	some	some	DET
sc-1136	80	2	users	user	NOUN
sc-1136	80	3	do	do	AUX
sc-1136	80	4	not	not	PART
sc-1136	80	5	have	have	VERB
sc-1136	80	6	credit	credit	NOUN
sc-1136	80	7	card	card	NOUN
sc-1136	80	8	number	number	NOUN
sc-1136	80	9	for	for	ADP
sc-1136	80	10	them	they	PRON
sc-1136	80	11	null	null	ADJ
sc-1136	80	12	values	value	NOUN
sc-1136	80	13	is	be	AUX
sc-1136	80	14	assigned	assign	VERB
sc-1136	80	15	,	,	PUNCT
sc-1136	80	16	they	they	PRON
sc-1136	80	17	may	may	AUX
sc-1136	80	18	not	not	PART
sc-1136	80	19	have	have	VERB
sc-1136	80	20	or	or	CCONJ
sc-1136	80	21	may	may	AUX
sc-1136	80	22	not	not	PART
sc-1136	80	23	be	be	AUX
sc-1136	80	24	available	available	ADJ
sc-1136	80	25	for	for	ADP
sc-1136	80	26	the	the	DET
sc-1136	80	27	time	time	NOUN
sc-1136	80	28	being	be	AUX
sc-1136	80	29	in	in	ADP
sc-1136	80	30	that	that	DET
sc-1136	80	31	case	case	NOUN
sc-1136	80	32	a	a	DET
sc-1136	80	33	null	null	NOUN
sc-1136	80	34	is	be	AUX
sc-1136	80	35	stored	store	VERB
sc-1136	80	36	for	for	ADP
sc-1136	80	37	such	such	ADJ
sc-1136	80	38	attributes	attribute	NOUN
sc-1136	80	39	.	.	PUNCT
sc-1136	81	1	multivalued	multivalued	PROPN
sc-1136	81	2	are	be	AUX
sc-1136	81	3	decomposed	decompose	VERB
sc-1136	81	4	into	into	ADP
sc-1136	81	5	atomic	atomic	ADJ
sc-1136	81	6	value	value	NOUN
sc-1136	81	7	by	by	ADP
sc-1136	81	8	properly	properly	ADV
sc-1136	81	9	arranging	arrange	VERB
sc-1136	81	10	primary	primary	ADJ
sc-1136	81	11	key	key	NOUN
sc-1136	81	12	and	and	CCONJ
sc-1136	81	13	other	other	ADJ
sc-1136	81	14	keys	key	NOUN
sc-1136	81	15	.	.	PUNCT
sc-1136	82	1	decomposing	decompose	VERB
sc-1136	82	2	the	the	DET
sc-1136	82	3	data	datum	NOUN
sc-1136	82	4	helps	help	VERB
sc-1136	82	5	in	in	ADP
sc-1136	82	6	experimenting	experiment	VERB
sc-1136	82	7	the	the	DET
sc-1136	82	8	data	datum	NOUN
sc-1136	82	9	in	in	ADP
sc-1136	82	10	safer	safe	ADJ
sc-1136	82	11	and	and	CCONJ
sc-1136	82	12	we	we	PRON
sc-1136	82	13	can	can	AUX
sc-1136	82	14	have	have	VERB
sc-1136	82	15	multiple	multiple	ADJ
sc-1136	82	16	set	set	NOUN
sc-1136	82	17	of	of	ADP
sc-1136	82	18	data	datum	NOUN
sc-1136	82	19	which	which	PRON
sc-1136	82	20	is	be	AUX
sc-1136	82	21	going	go	VERB
sc-1136	82	22	to	to	PART
sc-1136	82	23	be	be	AUX
sc-1136	82	24	more	more	ADV
sc-1136	82	25	efficient	efficient	ADJ
sc-1136	82	26	.	.	PUNCT
sc-1136	83	1	a	a	DET
sc-1136	83	2	mechanism	mechanism	NOUN
sc-1136	83	3	is	be	AUX
sc-1136	83	4	employed	employ	VERB
sc-1136	83	5	to	to	PART
sc-1136	83	6	secure	secure	VERB
sc-1136	83	7	the	the	DET
sc-1136	83	8	data	datum	NOUN
sc-1136	83	9	which	which	PRON
sc-1136	83	10	combines	combine	VERB
sc-1136	83	11	encryption	encryption	NOUN
sc-1136	83	12	and	and	CCONJ
sc-1136	83	13	decryption	decryption	NOUN
sc-1136	83	14	when	when	SCONJ
sc-1136	83	15	such	such	ADJ
sc-1136	83	16	things	thing	NOUN
sc-1136	83	17	are	be	AUX
sc-1136	83	18	implemented	implement	VERB
sc-1136	83	19	in	in	ADP
sc-1136	83	20	the	the	DET
sc-1136	83	21	algorithm	algorithm	NOUN
sc-1136	83	22	then	then	ADV
sc-1136	83	23	framework	framework	NOUN
sc-1136	83	24	need	need	AUX
sc-1136	83	25	not	not	PART
sc-1136	83	26	do	do	VERB
sc-1136	83	27	changes	change	NOUN
sc-1136	83	28	.	.	PUNCT
sc-1136	84	1	table	table	NOUN
sc-1136	84	2	1	1	NUM
sc-1136	84	3	.	.	PUNCT
sc-1136	85	1	a	a	X
sc-1136	85	2	)	)	PUNCT
sc-1136	85	3	nested	nested	ADJ
sc-1136	85	4	relation	relation	NOUN
sc-1136	85	5	of	of	ADP
sc-1136	85	6	attributes	attribute	NOUN
sc-1136	85	7	within	within	ADP
sc-1136	85	8	each	each	DET
sc-1136	85	9	tuple	tuple	NOUN
sc-1136	85	10	.	.	PUNCT
sc-1136	86	1	b	b	X
sc-1136	86	2	)	)	PUNCT
sc-1136	86	3	normalised	normalise	VERB
sc-1136	86	4	attributes	attribute	NOUN
sc-1136	86	5	of	of	ADP
sc-1136	86	6	relation	relation	NOUN
sc-1136	86	7	into	into	ADP
sc-1136	86	8	two	two	NUM
sc-1136	86	9	different	different	ADJ
sc-1136	86	10	relation	relation	NOUN
sc-1136	86	11	.	.	PUNCT
sc-1136	87	1	a	a	DET
sc-1136	87	2	)	)	PUNCT
sc-1136	87	3	ssn	ssn	PROPN
sc-1136	87	4	name	name	NOUN
sc-1136	87	5	debitnumber	debitnumber	PROPN
sc-1136	87	6	creditnumber	creditnumber	PROPN
sc-1136	87	7	123	123	NUM
sc-1136	87	8	abc	abc	PROPN
sc-1136	87	9	1234567890	1234567890	NUM
sc-1136	87	10	7894561231	7894561231	NUM
sc-1136	87	11	4563217890	4563217890	NUM
sc-1136	87	12	234	234	NUM
sc-1136	87	13	bcd	bcd	PROPN
sc-1136	87	14	2345612312	2345612312	NUM
sc-1136	87	15	7456321456	7456321456	NUM
sc-1136	87	16	1236547890	1236547890	NUM
sc-1136	87	17	6611223355	6611223355	NUM
sc-1136	87	18	5003412345	5003412345	NUM
sc-1136	87	19	5500223344	5500223344	NUM
sc-1136	87	20	456	456	NUM
sc-1136	87	21	qew	qew	NOUN
sc-1136	87	22	3344552200	3344552200	NUM
sc-1136	87	23	8880001234	8880001234	NUM
sc-1136	87	24	null	null	ADJ
sc-1136	87	25	639	639	NUM
sc-1136	87	26	asd	asd	NOUN
sc-1136	87	27	7452316970	7452316970	NUM
sc-1136	87	28	5544332211	5544332211	NUM
sc-1136	87	29	5007800901	5007800901	NUM
sc-1136	87	30	9600120013	9600120013	NUM
sc-1136	87	31	4563214600	4563214600	NUM
sc-1136	87	32	7452130011	7452130011	NUM
sc-1136	87	33	9004455333	9004455333	NUM
sc-1136	87	34	b	b	X
sc-1136	87	35	)	)	PUNCT
sc-1136	87	36	the	the	DET
sc-1136	87	37	collected	collect	VERB
sc-1136	87	38	information	information	NOUN
sc-1136	87	39	will	will	AUX
sc-1136	87	40	be	be	AUX
sc-1136	87	41	converted	convert	VERB
sc-1136	87	42	into	into	ADP
sc-1136	87	43	a	a	DET
sc-1136	87	44	secrete	secrete	NOUN
sc-1136	87	45	key	key	NOUN
sc-1136	87	46	code	code	NOUN
sc-1136	87	47	which	which	PRON
sc-1136	87	48	will	will	AUX
sc-1136	87	49	not	not	PART
sc-1136	87	50	be	be	AUX
sc-1136	87	51	understood	understand	VERB
sc-1136	87	52	until	until	SCONJ
sc-1136	87	53	it	it	PRON
sc-1136	87	54	is	be	AUX
sc-1136	87	55	decrypted	decrypt	VERB
sc-1136	87	56	by	by	ADP
sc-1136	87	57	hiding	hide	VERB
sc-1136	87	58	true	true	ADJ
sc-1136	87	59	information	information	NOUN
sc-1136	87	60	of	of	ADP
sc-1136	87	61	its	its	PRON
sc-1136	87	62	meaning	meaning	NOUN
sc-1136	87	63	.	.	PUNCT
sc-1136	88	1	an	an	DET
sc-1136	88	2	advanced	advanced	ADJ
sc-1136	88	3	encryption	encryption	NOUN
sc-1136	88	4	standard	standard	NOUN
sc-1136	88	5	(	(	PUNCT
sc-1136	88	6	aes	aes	PROPN
sc-1136	88	7	)	)	PUNCT
sc-1136	88	8	is	be	AUX
sc-1136	88	9	the	the	DET
sc-1136	88	10	symmetric	symmetric	ADJ
sc-1136	88	11	key	key	NOUN
sc-1136	88	12	which	which	PRON
sc-1136	88	13	uses	use	VERB
sc-1136	88	14	of	of	ADP
sc-1136	88	15	government	government	NOUN
sc-1136	88	16	standards	standard	NOUN
sc-1136	88	17	of	of	ADP
sc-1136	88	18	classified	classified	ADJ
sc-1136	88	19	information	information	NOUN
sc-1136	88	20	.	.	PUNCT
sc-1136	89	1	the	the	DET
sc-1136	89	2	key	key	NOUN
sc-1136	89	3	shared	share	VERB
sc-1136	89	4	among	among	ADP
sc-1136	89	5	system	system	NOUN
sc-1136	89	6	and	and	CCONJ
sc-1136	89	7	the	the	DET
sc-1136	89	8	computing	computing	NOUN
sc-1136	89	9	environment	environment	NOUN
sc-1136	89	10	which	which	PRON
sc-1136	89	11	uses	use	VERB
sc-1136	89	12	the	the	DET
sc-1136	89	13	key	key	NOUN
sc-1136	89	14	to	to	PART
sc-1136	89	15	decrypt	decrypt	VERB
sc-1136	89	16	.	.	PUNCT
sc-1136	90	1	import	import	NOUN
sc-1136	90	2	aes	aes	PROPN
sc-1136	90	3	import	import	PROPN
sc-1136	90	4	base64	base64	PROPN
sc-1136	90	5	import	import	PROPN
sc-1136	90	6	os	os	PROPN
sc-1136	90	7	def	def	PROPN
sc-1136	90	8	data_encryption(privateinfo	data_encryption(privateinfo	PROPN
sc-1136	90	9	):	):	PUNCT
sc-1136	90	10	block_size	block_size	PUNCT
sc-1136	90	11	=	=	SYM
sc-1136	90	12	32	32	NUM
sc-1136	90	13	padding	padding	NOUN
sc-1136	90	14	=	=	SYM
sc-1136	90	15	'	'	NUM
sc-1136	90	16	{	{	PUNCT
sc-1136	90	17	'	'	PUNCT
sc-1136	90	18	pad	pad	NOUN
sc-1136	90	19	=	=	NOUN
sc-1136	90	20	lambda	lambda	NOUN
sc-1136	90	21	s	s	NOUN
sc-1136	90	22	:	:	PUNCT
sc-1136	90	23	s	s	X
sc-1136	90	24	+	+	CCONJ
sc-1136	90	25	(	(	PUNCT
sc-1136	90	26	block_size	block_size	ADJ
sc-1136	90	27	len(s	len(s	PROPN
sc-1136	90	28	)	)	PUNCT
sc-1136	90	29	%	%	NOUN
sc-1136	90	30	block_size	block_size	NOUN
sc-1136	90	31	)	)	PUNCT
sc-1136	90	32	*	*	PUNCT
sc-1136	91	1	padding	padding	NOUN
sc-1136	91	2	encodedata	encodedata	NOUN
sc-1136	91	3	=	=	NOUN
sc-1136	91	4	lambda	lambda	NOUN
sc-1136	91	5	c	c	X
sc-1136	91	6	,	,	PUNCT
sc-1136	91	7	s	s	PART
sc-1136	91	8	:	:	PUNCT
sc-1136	91	9	base64.b64encode(c.encrypt(pad(s	base64.b64encode(c.encrypt(pad(s	NUM
sc-1136	91	10	)	)	PUNCT
sc-1136	91	11	)	)	PUNCT
sc-1136	91	12	)	)	PUNCT
sc-1136	92	1	ssn	ssn	PROPN
sc-1136	92	2	name	name	PROPN
sc-1136	92	3	ssn	ssn	PROPN
sc-1136	92	4	debitnumber	debitnumber	PROPN
sc-1136	92	5	creditnumber	creditnumber	PROPN
sc-1136	92	6	eai	eai	PROPN
sc-1136	92	7	endorsed	endorse	VERB
sc-1136	92	8	transactions	transaction	NOUN
sc-1136	92	9	on	on	ADP
sc-1136	92	10	smart	smart	ADJ
sc-1136	92	11	cities	city	NOUN
sc-1136	92	12	06	06	NUM
sc-1136	92	13	2020	2020	NUM
sc-1136	92	14	07	07	NUM
sc-1136	92	15	2020	2020	NUM
sc-1136	92	16	|	|	ADV
sc-1136	92	17	volume	volume	NOUN
sc-1136	92	18	4	4	NUM
sc-1136	92	19	|	|	ADV
sc-1136	92	20	issue	issue	VERB
sc-1136	92	21	11	11	NUM
sc-1136	93	1	|	|	ADV
sc-1136	93	2	e5	e5	PROPN
sc-1136	93	3	praveen	praveen	PROPN
sc-1136	93	4	banasode	banasode	PROPN
sc-1136	93	5	,	,	PUNCT
sc-1136	93	6	sunita	sunita	PROPN
sc-1136	93	7	padmannavar	padmannavar	NOUN
sc-1136	93	8	4	4	NUM
sc-1136	93	9	secretkey	secretkey	ADV
sc-1136	93	10	=	=	SYM
sc-1136	93	11	os.urandom(block_size	os.urandom(block_size	NOUN
sc-1136	93	12	)	)	PUNCT
sc-1136	94	1	print	print	NOUN
sc-1136	94	2	'	'	NOUN
sc-1136	94	3	encryption	encryption	NOUN
sc-1136	94	4	key:',secret	key:',secret	PROPN
sc-1136	94	5	cipher	cipher	ADJ
sc-1136	94	6	=	=	SYM
sc-1136	94	7	aes.new(secretkey	aes.new(secretkey	PROPN
sc-1136	94	8	)	)	PUNCT
sc-1136	94	9	encoded	encode	VERB
sc-1136	94	10	=	=	PUNCT
sc-1136	94	11	encodedata(cipher	encodedata(cipher	PROPN
sc-1136	94	12	,	,	PUNCT
sc-1136	94	13	privateinfo	privateinfo	NOUN
sc-1136	94	14	)	)	PUNCT
sc-1136	94	15	print	print	NOUN
sc-1136	94	16	'	'	PUNCT
sc-1136	94	17	encrypted	encrypt	VERB
sc-1136	94	18	string	string	NOUN
sc-1136	94	19	:	:	PUNCT
sc-1136	94	20	'	'	PUNCT
sc-1136	94	21	,	,	PUNCT
sc-1136	94	22	encoded	encode	VERB
sc-1136	94	23	the	the	DET
sc-1136	94	24	unauthorized	unauthorized	ADJ
sc-1136	94	25	person	person	NOUN
sc-1136	94	26	is	be	AUX
sc-1136	94	27	not	not	PART
sc-1136	94	28	be	be	AUX
sc-1136	94	29	able	able	ADJ
sc-1136	94	30	to	to	PART
sc-1136	94	31	access	access	VERB
sc-1136	94	32	any	any	DET
sc-1136	94	33	data	datum	NOUN
sc-1136	94	34	which	which	PRON
sc-1136	94	35	is	be	AUX
sc-1136	94	36	in	in	ADP
sc-1136	94	37	an	an	DET
sc-1136	94	38	encrypted	encrypt	VERB
sc-1136	94	39	form	form	NOUN
sc-1136	94	40	,	,	PUNCT
sc-1136	94	41	the	the	DET
sc-1136	94	42	sensitive	sensitive	ADJ
sc-1136	94	43	data	datum	NOUN
sc-1136	94	44	is	be	AUX
sc-1136	94	45	made	make	VERB
sc-1136	94	46	sure	sure	ADJ
sc-1136	94	47	secured	secure	VERB
sc-1136	94	48	by	by	ADP
sc-1136	94	49	encryption	encryption	NOUN
sc-1136	94	50	algorithm	algorithm	NOUN
sc-1136	94	51	,	,	PUNCT
sc-1136	94	52	all	all	DET
sc-1136	94	53	the	the	DET
sc-1136	94	54	digital	digital	ADJ
sc-1136	94	55	data	data	NOUN
sc-1136	94	56	is	be	AUX
sc-1136	94	57	stored	store	VERB
sc-1136	94	58	and	and	CCONJ
sc-1136	94	59	transmitted	transmit	VERB
sc-1136	94	60	over	over	ADP
sc-1136	94	61	the	the	DET
sc-1136	94	62	computer	computer	NOUN
sc-1136	94	63	network	network	NOUN
sc-1136	94	64	.	.	PUNCT
sc-1136	95	1	key	key	ADJ
sc-1136	95	2	figure	figure	NOUN
sc-1136	95	3	1	1	NUM
sc-1136	95	4	.	.	PUNCT
sc-1136	95	5	encryption	encryption	NOUN
sc-1136	95	6	operation	operation	NOUN
sc-1136	95	7	architecture	architecture	NOUN
sc-1136	95	8	of	of	ADP
sc-1136	95	9	computation14	computation14	NOUN
sc-1136	95	10	figure	figure	NOUN
sc-1136	95	11	2	2	NUM
sc-1136	95	12	.	.	PUNCT
sc-1136	95	13	architecture	architecture	NOUN
sc-1136	95	14	computations	computation	NOUN
sc-1136	95	15	i.	i.	NOUN
sc-1136	95	16	focus	focus	NOUN
sc-1136	95	17	is	be	AUX
sc-1136	95	18	on	on	ADP
sc-1136	95	19	real	real	ADJ
sc-1136	95	20	time	time	NOUN
sc-1136	95	21	data	datum	NOUN
sc-1136	95	22	is	be	AUX
sc-1136	95	23	,	,	PUNCT
sc-1136	95	24	for	for	ADP
sc-1136	95	25	new	new	ADJ
sc-1136	95	26	level	level	NOUN
sc-1136	95	27	of	of	ADP
sc-1136	95	28	complexity	complexity	NOUN
sc-1136	95	29	to	to	PART
sc-1136	95	30	derive	derive	VERB
sc-1136	95	31	value	value	NOUN
sc-1136	95	32	from	from	ADP
sc-1136	95	33	data	data	PROPN
sc-1136	95	34	.	.	PUNCT
sc-1136	96	1	the	the	DET
sc-1136	96	2	margin	margin	NOUN
sc-1136	96	3	of	of	ADP
sc-1136	96	4	detecting	detect	VERB
sc-1136	96	5	and	and	CCONJ
sc-1136	96	6	dealing	deal	VERB
sc-1136	96	7	set	set	NOUN
sc-1136	96	8	of	of	ADP
sc-1136	96	9	data	datum	NOUN
sc-1136	96	10	is	be	AUX
sc-1136	96	11	vanishing	vanish	VERB
sc-1136	96	12	and	and	CCONJ
sc-1136	96	13	also	also	ADV
sc-1136	96	14	risks	risk	VERB
sc-1136	96	15	around	around	ADP
sc-1136	96	16	big	big	ADJ
sc-1136	96	17	data	datum	NOUN
sc-1136	96	18	over	over	ADP
sc-1136	96	19	time	time	NOUN
sc-1136	96	20	it	it	PRON
sc-1136	96	21	will	will	AUX
sc-1136	96	22	shift	shift	VERB
sc-1136	96	23	by	by	ADP
sc-1136	96	24	focusing	focus	VERB
sc-1136	96	25	on	on	ADP
sc-1136	96	26	the	the	DET
sc-1136	96	27	tooling	tooling	NOUN
sc-1136	96	28	system	system	NOUN
sc-1136	96	29	for	for	ADP
sc-1136	96	30	storing	store	VERB
sc-1136	96	31	and	and	CCONJ
sc-1136	96	32	addressing	address	VERB
sc-1136	96	33	in	in	ADP
sc-1136	96	34	a	a	DET
sc-1136	96	35	more	more	ADV
sc-1136	96	36	secured	secured	ADJ
sc-1136	96	37	way	way	NOUN
sc-1136	96	38	by	by	ADP
sc-1136	96	39	implementing	implement	VERB
sc-1136	96	40	the	the	DET
sc-1136	96	41	mapreduce	mapreduce	PROPN
sc-1136	96	42	algorithms	algorithm	NOUN
sc-1136	96	43	.	.	PUNCT
sc-1136	97	1	in	in	ADP
sc-1136	97	2	short	short	ADJ
sc-1136	97	3	risks	risk	NOUN
sc-1136	97	4	will	will	AUX
sc-1136	97	5	perish	perish	VERB
sc-1136	97	6	using	use	VERB
sc-1136	97	7	the	the	DET
sc-1136	97	8	above	above	ADJ
sc-1136	97	9	methodology	methodology	NOUN
sc-1136	97	10	.	.	PUNCT
sc-1136	98	1	ii	ii	PROPN
sc-1136	98	2	.	.	PUNCT
sc-1136	99	1	failure	failure	NOUN
sc-1136	99	2	of	of	ADP
sc-1136	99	3	data	datum	NOUN
sc-1136	99	4	is	be	AUX
sc-1136	99	5	very	very	ADV
sc-1136	99	6	less	less	ADJ
sc-1136	99	7	,	,	PUNCT
sc-1136	99	8	here	here	ADV
sc-1136	99	9	by	by	ADP
sc-1136	99	10	applying	apply	VERB
sc-1136	99	11	the	the	DET
sc-1136	99	12	encryption	encryption	NOUN
sc-1136	99	13	policies	policy	NOUN
sc-1136	99	14	for	for	ADP
sc-1136	99	15	the	the	DET
sc-1136	99	16	data	datum	NOUN
sc-1136	99	17	which	which	PRON
sc-1136	99	18	is	be	AUX
sc-1136	99	19	passed	pass	VERB
sc-1136	99	20	through	through	ADP
sc-1136	99	21	some	some	DET
sc-1136	99	22	channels	channel	NOUN
sc-1136	99	23	protects	protect	VERB
sc-1136	99	24	the	the	DET
sc-1136	99	25	sensitive	sensitive	ADJ
sc-1136	99	26	data	datum	NOUN
sc-1136	99	27	collected	collect	VERB
sc-1136	99	28	from	from	ADP
sc-1136	99	29	the	the	DET
sc-1136	99	30	source	source	NOUN
sc-1136	99	31	.	.	PUNCT
sc-1136	100	1	iii	iii	X
sc-1136	100	2	.	.	PUNCT
sc-1136	100	3	duplication	duplication	NOUN
sc-1136	100	4	of	of	ADP
sc-1136	100	5	data	datum	NOUN
sc-1136	100	6	is	be	AUX
sc-1136	100	7	reduced	reduce	VERB
sc-1136	100	8	because	because	SCONJ
sc-1136	100	9	the	the	DET
sc-1136	100	10	same	same	ADJ
sc-1136	100	11	data	datum	NOUN
sc-1136	100	12	is	be	AUX
sc-1136	100	13	collected	collect	VERB
sc-1136	100	14	in	in	ADP
sc-1136	100	15	clusters	cluster	NOUN
sc-1136	100	16	on	on	ADP
sc-1136	100	17	unique	unique	ADJ
sc-1136	100	18	values	value	NOUN
sc-1136	100	19	which	which	PRON
sc-1136	100	20	are	be	AUX
sc-1136	100	21	been	be	AUX
sc-1136	100	22	encrypted	encrypt	VERB
sc-1136	100	23	and	and	CCONJ
sc-1136	100	24	during	during	ADP
sc-1136	100	25	moving	move	VERB
sc-1136	100	26	it	it	PRON
sc-1136	100	27	may	may	AUX
sc-1136	100	28	be	be	AUX
sc-1136	100	29	that	that	SCONJ
sc-1136	100	30	the	the	DET
sc-1136	100	31	same	same	ADJ
sc-1136	100	32	source	source	NOUN
sc-1136	100	33	data	datum	NOUN
sc-1136	100	34	is	be	AUX
sc-1136	100	35	required	require	VERB
sc-1136	100	36	to	to	PART
sc-1136	100	37	process	process	VERB
sc-1136	100	38	on	on	ADP
sc-1136	100	39	multiple	multiple	ADJ
sc-1136	100	40	data	datum	NOUN
sc-1136	100	41	stores	store	NOUN
sc-1136	100	42	and	and	CCONJ
sc-1136	100	43	consuming	consume	VERB
sc-1136	100	44	applications	application	NOUN
sc-1136	100	45	,	,	PUNCT
sc-1136	100	46	and	and	CCONJ
sc-1136	100	47	these	these	DET
sc-1136	100	48	operations	operation	NOUN
sc-1136	100	49	will	will	AUX
sc-1136	100	50	give	give	VERB
sc-1136	100	51	rise	rise	NOUN
sc-1136	100	52	to	to	ADP
sc-1136	100	53	expected	expect	VERB
sc-1136	100	54	results	result	NOUN
sc-1136	100	55	.	.	PUNCT
sc-1136	101	1	iv	iv	X
sc-1136	101	2	.	.	PUNCT
sc-1136	101	3	by	by	ADP
sc-1136	101	4	using	use	VERB
sc-1136	101	5	the	the	DET
sc-1136	101	6	selective	selective	ADJ
sc-1136	101	7	descriptive	descriptive	ADJ
sc-1136	101	8	analysis	analysis	NOUN
sc-1136	101	9	the	the	DET
sc-1136	101	10	real	real	ADJ
sc-1136	101	11	time	time	NOUN
sc-1136	101	12	data	datum	NOUN
sc-1136	101	13	which	which	PRON
sc-1136	101	14	is	be	AUX
sc-1136	101	15	protected	protect	VERB
sc-1136	101	16	and	and	CCONJ
sc-1136	101	17	secured	secure	VERB
sc-1136	101	18	in	in	ADP
sc-1136	101	19	cluster	cluster	NOUN
sc-1136	101	20	will	will	AUX
sc-1136	101	21	be	be	AUX
sc-1136	101	22	decrypted	decrypt	VERB
sc-1136	101	23	based	base	VERB
sc-1136	101	24	on	on	ADP
sc-1136	101	25	use	use	NOUN
sc-1136	101	26	node	node	ADJ
sc-1136	101	27	policy	policy	NOUN
sc-1136	101	28	and	and	CCONJ
sc-1136	101	29	thereby	thereby	ADV
sc-1136	101	30	the	the	DET
sc-1136	101	31	end	end	NOUN
sc-1136	101	32	user	user	NOUN
sc-1136	101	33	can	can	AUX
sc-1136	101	34	access	access	VERB
sc-1136	101	35	the	the	DET
sc-1136	101	36	data	datum	NOUN
sc-1136	101	37	for	for	ADP
sc-1136	101	38	further	further	ADJ
sc-1136	101	39	processing	processing	NOUN
sc-1136	101	40	.	.	PUNCT
sc-1136	102	1	v.	v.	CCONJ
sc-1136	102	2	similarly	similarly	ADV
sc-1136	102	3	,	,	PUNCT
sc-1136	102	4	the	the	DET
sc-1136	102	5	real	real	ADJ
sc-1136	102	6	time	time	NOUN
sc-1136	102	7	data	datum	NOUN
sc-1136	102	8	which	which	PRON
sc-1136	102	9	is	be	AUX
sc-1136	102	10	available	available	ADJ
sc-1136	102	11	in	in	ADP
sc-1136	102	12	abundance	abundance	NOUN
sc-1136	102	13	is	be	AUX
sc-1136	102	14	a	a	DET
sc-1136	102	15	big	big	ADJ
sc-1136	102	16	challenge	challenge	NOUN
sc-1136	102	17	to	to	PART
sc-1136	102	18	control	control	VERB
sc-1136	102	19	and	and	CCONJ
sc-1136	102	20	secure	secure	VERB
sc-1136	102	21	the	the	DET
sc-1136	102	22	data	datum	NOUN
sc-1136	102	23	and	and	CCONJ
sc-1136	102	24	eliminating	eliminate	VERB
sc-1136	102	25	the	the	DET
sc-1136	102	26	duplicates	duplicate	NOUN
sc-1136	102	27	by	by	ADP
sc-1136	102	28	performing	perform	VERB
sc-1136	102	29	a	a	DET
sc-1136	102	30	proper	proper	ADJ
sc-1136	102	31	set	set	NOUN
sc-1136	102	32	of	of	ADP
sc-1136	102	33	analysis	analysis	NOUN
sc-1136	102	34	.	.	PUNCT
sc-1136	103	1	figure	figure	NOUN
sc-1136	103	2	3	3	NUM
sc-1136	103	3	.	.	PUNCT
sc-1136	104	1	mapreduce	mapreduce	NOUN
sc-1136	104	2	distributed	distribute	VERB
sc-1136	104	3	computing	compute	VERB
sc-1136	104	4	mapreduce	mapreduce	PROPN
sc-1136	104	5	and	and	CCONJ
sc-1136	104	6	hadoop	hadoop	NOUN
sc-1136	104	7	can	can	AUX
sc-1136	104	8	partition	partition	VERB
sc-1136	104	9	this	this	DET
sc-1136	104	10	job	job	NOUN
sc-1136	104	11	and	and	CCONJ
sc-1136	104	12	breaking	break	VERB
sc-1136	104	13	up	up	ADP
sc-1136	104	14	of	of	ADP
sc-1136	104	15	this	this	DET
sc-1136	104	16	data	datum	NOUN
sc-1136	104	17	into	into	ADP
sc-1136	104	18	mappers	mapper	NOUN
sc-1136	104	19	most	most	ADJ
sc-1136	104	20	of	of	ADP
sc-1136	104	21	them	they	PRON
sc-1136	104	22	running	run	VERB
sc-1136	104	23	parallel	parallel	NOUN
sc-1136	104	24	on	on	ADP
sc-1136	104	25	different	different	ADJ
sc-1136	104	26	computers	computer	NOUN
sc-1136	104	27	so	so	ADV
sc-1136	104	28	imagine	imagine	VERB
sc-1136	104	29	you	you	PRON
sc-1136	104	30	have	have	VERB
sc-1136	104	31	entire	entire	ADJ
sc-1136	104	32	clusters	cluster	NOUN
sc-1136	104	33	of	of	ADP
sc-1136	104	34	mappers	mapper	NOUN
sc-1136	104	35	and	and	CCONJ
sc-1136	104	36	each	each	DET
sc-1136	104	37	responsible	responsible	ADJ
sc-1136	104	38	parsing	parse	VERB
sc-1136	104	39	chunks	chunk	NOUN
sc-1136	104	40	of	of	ADP
sc-1136	104	41	data	datum	NOUN
sc-1136	104	42	for	for	ADP
sc-1136	104	43	input	input	NOUN
sc-1136	104	44	data	datum	NOUN
sc-1136	104	45	and	and	CCONJ
sc-1136	104	46	outputing	output	VERB
sc-1136	104	47	the	the	DET
sc-1136	104	48	key	key	ADJ
sc-1136	104	49	value	value	NOUN
sc-1136	104	50	pair	pair	NOUN
sc-1136	104	51	<	<	X
sc-1136	104	52	k	k	X
sc-1136	104	53	,	,	PUNCT
sc-1136	104	54	v	v	ADP
sc-1136	104	55	>	>	X
sc-1136	104	56	for	for	ADP
sc-1136	104	57	short	short	ADJ
sc-1136	104	58	cutting	cut	VERB
sc-1136	104	59	the	the	DET
sc-1136	104	60	data	datum	NOUN
sc-1136	104	61	and	and	CCONJ
sc-1136	104	62	then	then	ADV
sc-1136	104	63	similarly	similarly	ADV
sc-1136	104	64	that	that	PRON
sc-1136	104	65	can	can	AUX
sc-1136	104	66	be	be	AUX
sc-1136	104	67	sorted	sort	VERB
sc-1136	104	68	and	and	CCONJ
sc-1136	104	69	grouped	group	VERB
sc-1136	104	70	together	together	ADV
sc-1136	104	71	and	and	CCONJ
sc-1136	104	72	reducer	reducer	NOUN
sc-1136	104	73	also	also	ADV
sc-1136	104	74	run	run	VERB
sc-1136	104	75	on	on	ADP
sc-1136	104	76	one	one	NUM
sc-1136	104	77	machine	machine	NOUN
sc-1136	104	78	.	.	PUNCT
sc-1136	105	1	now	now	ADV
sc-1136	105	2	putting	put	VERB
sc-1136	105	3	the	the	DET
sc-1136	105	4	result	result	NOUN
sc-1136	105	5	into	into	ADP
sc-1136	105	6	result	result	NOUN
sc-1136	105	7	front	front	ADJ
sc-1136	105	8	machine	machine	NOUN
sc-1136	105	9	and	and	CCONJ
sc-1136	105	10	combining	combine	VERB
sc-1136	105	11	all	all	ADV
sc-1136	105	12	together	together	ADV
sc-1136	105	13	at	at	ADP
sc-1136	105	14	the	the	DET
sc-1136	105	15	end	end	NOUN
sc-1136	105	16	.	.	PUNCT
sc-1136	106	1	this	this	PRON
sc-1136	106	2	illustrates	illustrate	VERB
sc-1136	106	3	how	how	SCONJ
sc-1136	106	4	can	can	AUX
sc-1136	106	5	the	the	DET
sc-1136	106	6	divide	divide	VERB
sc-1136	106	7	and	and	CCONJ
sc-1136	106	8	conquer	conquer	VERB
sc-1136	106	9	works	work	VERB
sc-1136	106	10	on	on	ADP
sc-1136	106	11	large	large	ADJ
sc-1136	106	12	dataset	dataset	NOUN
sc-1136	106	13	using	use	VERB
sc-1136	106	14	mapreduce	mapreduce	NOUN
sc-1136	106	15	and	and	CCONJ
sc-1136	106	16	hadoop	hadoop	NOUN
sc-1136	106	17	to	to	PART
sc-1136	106	18	process	process	VERB
sc-1136	106	19	datasets	dataset	NOUN
sc-1136	106	20	on	on	ADP
sc-1136	106	21	an	an	DET
sc-1136	106	22	distributed	distribute	VERB
sc-1136	106	23	computers	computer	NOUN
sc-1136	106	24	.	.	PUNCT
sc-1136	107	1	to	to	PART
sc-1136	107	2	process	process	VERB
sc-1136	107	3	data	datum	NOUN
sc-1136	107	4	which	which	PRON
sc-1136	107	5	even	even	ADV
sc-1136	107	6	unfit	unfit	ADJ
sc-1136	107	7	in	in	ADP
sc-1136	107	8	personal	personal	ADJ
sc-1136	107	9	computer	computer	NOUN
sc-1136	107	10	machines	machine	NOUN
sc-1136	107	11	on	on	ADP
sc-1136	107	12	distributed	distribute	VERB
sc-1136	107	13	task	task	NOUN
sc-1136	107	14	over	over	ADP
sc-1136	107	15	cluster	cluster	NOUN
sc-1136	107	16	of	of	ADP
sc-1136	107	17	wide	wide	ADJ
sc-1136	107	18	computer	computer	NOUN
sc-1136	107	19	system	system	NOUN
sc-1136	107	20	to	to	PART
sc-1136	107	21	achievable	achievable	ADJ
sc-1136	107	22	task	task	NOUN
sc-1136	107	23	by	by	ADP
sc-1136	107	24	taking	take	VERB
sc-1136	107	25	up	up	ADP
sc-1136	107	26	large	large	ADJ
sc-1136	107	27	datasets	dataset	NOUN
sc-1136	107	28	.	.	PUNCT
sc-1136	108	1	that	that	PRON
sc-1136	108	2	is	be	AUX
sc-1136	108	3	how	how	SCONJ
sc-1136	108	4	the	the	DET
sc-1136	108	5	mapreduce	mapreduce	ADJ
sc-1136	108	6	plain	plain	ADJ
sc-1136	108	7	text	text	NOUN
sc-1136	108	8	encryption	encryption	NOUN
sc-1136	108	9	algo	algo	PROPN
sc-1136	108	10	.	.	PUNCT
sc-1136	109	1	kjhls45a	kjhls45a	PROPN
sc-1136	109	2	zxcv	zxcv	PROPN
sc-1136	109	3	oiuyhg5	oiuyhg5	PROPN
sc-1136	109	4	eai	eai	PROPN
sc-1136	109	5	endorsed	endorse	VERB
sc-1136	109	6	transactions	transaction	NOUN
sc-1136	109	7	on	on	ADP
sc-1136	109	8	smart	smart	ADJ
sc-1136	109	9	cities	city	NOUN
sc-1136	109	10	06	06	NUM
sc-1136	109	11	2020	2020	NUM
sc-1136	109	12	07	07	NUM
sc-1136	109	13	2020	2020	NUM
sc-1136	109	14	|	|	ADV
sc-1136	109	15	volume	volume	NOUN
sc-1136	109	16	4	4	NUM
sc-1136	109	17	|	|	ADV
sc-1136	109	18	issue	issue	VERB
sc-1136	109	19	11	11	NUM
sc-1136	110	1	|	|	ADV
sc-1136	110	2	e5	e5	PROPN
sc-1136	110	3	5	5	NUM
sc-1136	110	4	works	work	VERB
sc-1136	110	5	for	for	ADP
sc-1136	110	6	scaling	scale	VERB
sc-1136	110	7	up	up	ADP
sc-1136	110	8	to	to	ADP
sc-1136	110	9	the	the	DET
sc-1136	110	10	bigdata	bigdata	NOUN
sc-1136	110	11	on	on	ADP
sc-1136	110	12	distributed	distribute	VERB
sc-1136	110	13	environment	environment	NOUN
sc-1136	110	14	.	.	PUNCT
sc-1136	111	1	figure	figure	VERB
sc-1136	111	2	4	4	NUM
sc-1136	111	3	.	.	NOUN
sc-1136	111	4	time	time	NOUN
sc-1136	111	5	efficiency	efficiency	NOUN
sc-1136	111	6	on	on	ADP
sc-1136	111	7	large	large	ADJ
sc-1136	111	8	data	datum	NOUN
sc-1136	111	9	set	set	VERB
sc-1136	111	10	the	the	DET
sc-1136	111	11	experiment	experiment	NOUN
sc-1136	111	12	demonstrates	demonstrate	VERB
sc-1136	111	13	that	that	DET
sc-1136	111	14	difference	difference	NOUN
sc-1136	111	15	in	in	ADP
sc-1136	111	16	timing	timing	NOUN
sc-1136	111	17	is	be	AUX
sc-1136	111	18	negligible	negligible	ADJ
sc-1136	111	19	,	,	PUNCT
sc-1136	111	20	if	if	SCONJ
sc-1136	111	21	more	more	ADJ
sc-1136	111	22	data	datum	NOUN
sc-1136	111	23	are	be	AUX
sc-1136	111	24	tested	test	VERB
sc-1136	111	25	the	the	DET
sc-1136	111	26	time	time	NOUN
sc-1136	111	27	efficiency	efficiency	NOUN
sc-1136	111	28	decreases	decrease	VERB
sc-1136	111	29	exponentially	exponentially	ADV
sc-1136	111	30	with	with	ADP
sc-1136	111	31	increase	increase	NOUN
sc-1136	111	32	in	in	ADP
sc-1136	111	33	testing	testing	NOUN
sc-1136	111	34	data	datum	NOUN
sc-1136	111	35	of	of	ADP
sc-1136	111	36	reduced	reduced	ADJ
sc-1136	111	37	value	value	NOUN
sc-1136	111	38	to	to	ADP
sc-1136	111	39	its	its	PRON
sc-1136	111	40	sensitivities	sensitivity	NOUN
sc-1136	111	41	.	.	PUNCT
sc-1136	112	1	6	6	X
sc-1136	112	2	.	.	X
sc-1136	112	3	conclusion	conclusion	NOUN
sc-1136	112	4	the	the	DET
sc-1136	112	5	bad	bad	ADJ
sc-1136	112	6	data	datum	NOUN
sc-1136	112	7	can	can	AUX
sc-1136	112	8	be	be	AUX
sc-1136	112	9	detected	detect	VERB
sc-1136	112	10	and	and	CCONJ
sc-1136	112	11	dealt	deal	VERB
sc-1136	112	12	,	,	PUNCT
sc-1136	112	13	and	and	CCONJ
sc-1136	112	14	also	also	ADV
sc-1136	112	15	margin	margin	NOUN
sc-1136	112	16	of	of	ADP
sc-1136	112	17	errors	error	NOUN
sc-1136	112	18	can	can	AUX
sc-1136	112	19	be	be	AUX
sc-1136	112	20	reduced	reduce	VERB
sc-1136	112	21	thereby	thereby	ADV
sc-1136	112	22	shaping	shape	VERB
sc-1136	112	23	up	up	ADP
sc-1136	112	24	of	of	ADP
sc-1136	112	25	data	datum	NOUN
sc-1136	112	26	.	.	PUNCT
sc-1136	113	1	the	the	DET
sc-1136	113	2	data	data	NOUN
sc-1136	113	3	quality	quality	NOUN
sc-1136	113	4	can	can	AUX
sc-1136	113	5	be	be	AUX
sc-1136	113	6	addressed	address	VERB
sc-1136	113	7	to	to	ADP
sc-1136	113	8	the	the	DET
sc-1136	113	9	point	point	NOUN
sc-1136	113	10	of	of	ADP
sc-1136	113	11	data	datum	NOUN
sc-1136	113	12	acquisition	acquisition	NOUN
sc-1136	113	13	by	by	ADP
sc-1136	113	14	ensuring	ensure	VERB
sc-1136	113	15	the	the	DET
sc-1136	113	16	data	datum	NOUN
sc-1136	113	17	in	in	ADP
sc-1136	113	18	terms	term	NOUN
sc-1136	113	19	of	of	ADP
sc-1136	113	20	consistency	consistency	NOUN
sc-1136	113	21	and	and	CCONJ
sc-1136	113	22	accuracy	accuracy	NOUN
sc-1136	113	23	.	.	PUNCT
sc-1136	114	1	the	the	DET
sc-1136	114	2	data	data	NOUN
sc-1136	114	3	is	be	AUX
sc-1136	114	4	made	make	VERB
sc-1136	114	5	sure	sure	ADJ
sc-1136	114	6	end	end	VERB
sc-1136	114	7	-	-	PUNCT
sc-1136	114	8	to	to	ADP
sc-1136	114	9	-	-	PUNCT
sc-1136	114	10	end	end	NOUN
sc-1136	114	11	encrypted	encrypt	VERB
sc-1136	114	12	and	and	CCONJ
sc-1136	114	13	secured	secure	VERB
sc-1136	114	14	.	.	PUNCT
sc-1136	115	1	the	the	DET
sc-1136	115	2	algorithm	algorithm	NOUN
sc-1136	115	3	will	will	AUX
sc-1136	115	4	collect	collect	VERB
sc-1136	115	5	data	data	NOUN
sc-1136	115	6	-	-	PUNCT
sc-1136	115	7	quality	quality	NOUN
sc-1136	115	8	measures	measure	NOUN
sc-1136	115	9	like	like	ADP
sc-1136	115	10	dealing	deal	VERB
sc-1136	115	11	up	up	ADP
sc-1136	115	12	of	of	ADP
sc-1136	115	13	data	datum	NOUN
sc-1136	115	14	drift	drift	NOUN
sc-1136	115	15	and	and	CCONJ
sc-1136	115	16	sensitive	sensitive	ADJ
sc-1136	115	17	data	datum	NOUN
sc-1136	115	18	for	for	ADP
sc-1136	115	19	transaction	transaction	NOUN
sc-1136	115	20	processing	processing	NOUN
sc-1136	115	21	on	on	ADP
sc-1136	115	22	a	a	DET
sc-1136	115	23	distributed	distribute	VERB
sc-1136	115	24	cluster	cluster	NOUN
sc-1136	115	25	of	of	ADP
sc-1136	115	26	computers	computer	NOUN
sc-1136	115	27	the	the	DET
sc-1136	115	28	key	key	ADJ
sc-1136	115	29	value	value	NOUN
sc-1136	115	30	pair	pair	NOUN
sc-1136	115	31	is	be	AUX
sc-1136	115	32	made	make	VERB
sc-1136	115	33	sure	sure	ADJ
sc-1136	115	34	the	the	DET
sc-1136	115	35	data	datum	NOUN
sc-1136	115	36	is	be	AUX
sc-1136	115	37	encrypted	encrypt	VERB
sc-1136	115	38	and	and	CCONJ
sc-1136	115	39	data	datum	NOUN
sc-1136	115	40	will	will	AUX
sc-1136	115	41	be	be	AUX
sc-1136	115	42	decrypted	decrypt	VERB
sc-1136	115	43	only	only	ADV
sc-1136	115	44	to	to	ADP
sc-1136	115	45	the	the	DET
sc-1136	115	46	destination	destination	NOUN
sc-1136	115	47	.	.	PUNCT
sc-1136	116	1	the	the	DET
sc-1136	116	2	mechanism	mechanism	NOUN
sc-1136	116	3	helps	help	VERB
sc-1136	116	4	the	the	DET
sc-1136	116	5	framework	framework	NOUN
sc-1136	116	6	to	to	PART
sc-1136	116	7	be	be	AUX
sc-1136	116	8	more	more	ADV
sc-1136	116	9	robust	robust	ADJ
sc-1136	116	10	and	and	CCONJ
sc-1136	116	11	need	need	AUX
sc-1136	116	12	not	not	PART
sc-1136	116	13	require	require	VERB
sc-1136	116	14	much	much	ADJ
sc-1136	116	15	do	do	AUX
sc-1136	116	16	changes	change	NOUN
sc-1136	116	17	and	and	CCONJ
sc-1136	116	18	also	also	ADV
sc-1136	116	19	secures	secure	VERB
sc-1136	116	20	the	the	DET
sc-1136	116	21	safety	safety	NOUN
sc-1136	116	22	of	of	ADP
sc-1136	116	23	data	datum	NOUN
sc-1136	116	24	by	by	ADP
sc-1136	116	25	giving	give	VERB
sc-1136	116	26	more	more	ADJ
sc-1136	116	27	transparency	transparency	NOUN
sc-1136	116	28	and	and	CCONJ
sc-1136	116	29	meaning	meaning	NOUN
sc-1136	116	30	to	to	ADP
sc-1136	116	31	the	the	DET
sc-1136	116	32	data	datum	NOUN
sc-1136	116	33	.	.	PUNCT
sc-1136	117	1	name	name	NOUN
sc-1136	117	2	and	and	CCONJ
sc-1136	117	3	value	value	NOUN
sc-1136	117	4	attribute	attribute	NOUN
sc-1136	117	5	have	have	AUX
sc-1136	117	6	addressed	address	VERB
sc-1136	117	7	the	the	DET
sc-1136	117	8	security	security	NOUN
sc-1136	117	9	concerns	concern	NOUN
sc-1136	117	10	of	of	ADP
sc-1136	117	11	data	datum	NOUN
sc-1136	117	12	.	.	PUNCT
sc-1136	118	1	the	the	DET
sc-1136	118	2	work	work	NOUN
sc-1136	118	3	is	be	AUX
sc-1136	118	4	limited	limit	VERB
sc-1136	118	5	to	to	ADP
sc-1136	118	6	a	a	DET
sc-1136	118	7	certain	certain	ADJ
sc-1136	118	8	disjoint	disjoint	NOUN
sc-1136	118	9	attribute	attribute	NOUN
sc-1136	118	10	and	and	CCONJ
sc-1136	118	11	can	can	AUX
sc-1136	118	12	be	be	AUX
sc-1136	118	13	enhanced	enhance	VERB
sc-1136	118	14	to	to	ADP
sc-1136	118	15	large	large	ADJ
sc-1136	118	16	scale	scale	NOUN
sc-1136	118	17	deployment	deployment	NOUN
sc-1136	118	18	by	by	ADP
sc-1136	118	19	use	use	NOUN
sc-1136	118	20	of	of	ADP
sc-1136	118	21	hybrid	hybrid	NOUN
sc-1136	118	22	and	and	CCONJ
sc-1136	118	23	public	public	ADJ
sc-1136	118	24	cloud	cloud	NOUN
sc-1136	118	25	services	service	NOUN
sc-1136	118	26	.	.	PUNCT
sc-1136	119	1	references	reference	NOUN
sc-1136	119	2	[	[	X
sc-1136	119	3	1	1	X
sc-1136	119	4	]	]	PUNCT
sc-1136	119	5	babu	babu	PROPN
sc-1136	119	6	ram	ram	VERB
sc-1136	119	7	“	"	PUNCT
sc-1136	119	8	engineering	engineering	NOUN
sc-1136	119	9	mathematics	mathematic	NOUN
sc-1136	119	10	”	"	PUNCT
sc-1136	119	11	set	set	NOUN
sc-1136	119	12	theory	theory	NOUN
sc-1136	119	13	and	and	CCONJ
sc-1136	119	14	functions	function	NOUN
sc-1136	119	15	,	,	PUNCT
sc-1136	119	16	pearson	pearson	PROPN
sc-1136	119	17	publications	publication	NOUN
sc-1136	119	18	.	.	PUNCT
sc-1136	120	1	[	[	X
sc-1136	120	2	2	2	NUM
sc-1136	120	3	]	]	X
sc-1136	120	4	fuchun	fuchun	NOUN
sc-1136	120	5	,	,	PUNCT
sc-1136	120	6	willy	willy	ADV
sc-1136	120	7	,	,	PUNCT
sc-1136	120	8	yi	yi	NOUN
sc-1136	120	9	"	"	PUNCT
sc-1136	120	10	distance	distance	NOUN
sc-1136	120	11	-	-	PUNCT
sc-1136	120	12	based	base	VERB
sc-1136	120	13	encryption	encryption	NOUN
sc-1136	120	14	:	:	PUNCT
sc-1136	120	15	how	how	SCONJ
sc-1136	120	16	to	to	PART
sc-1136	120	17	embed	embed	VERB
sc-1136	120	18	fuzziness	fuzziness	NOUN
sc-1136	120	19	in	in	ADP
sc-1136	120	20	biometric	biometric	NOUN
sc-1136	120	21	-	-	PUNCT
sc-1136	120	22	based	base	VERB
sc-1136	120	23	encryption	encryption	NOUN
sc-1136	120	24	"	"	PUNCT
sc-1136	120	25	ieee	ieee	NOUN
sc-1136	120	26	transactions	transaction	NOUN
sc-1136	120	27	on	on	ADP
sc-1136	120	28	information	information	NOUN
sc-1136	120	29	forensics	forensic	NOUN
sc-1136	120	30	and	and	CCONJ
sc-1136	120	31	security	security	NOUN
sc-1136	120	32	(	(	PUNCT
sc-1136	120	33	volume	volume	NOUN
sc-1136	120	34	:	:	PUNCT
sc-1136	120	35	11	11	NUM
sc-1136	120	36	,	,	PUNCT
sc-1136	120	37	issue	issue	NOUN
sc-1136	120	38	:	:	PUNCT
sc-1136	120	39	2	2	NUM
sc-1136	120	40	,	,	PUNCT
sc-1136	120	41	feb	feb	PROPN
sc-1136	120	42	.	.	PROPN
sc-1136	120	43	2016	2016	NUM
sc-1136	120	44	)	)	PUNCT
sc-1136	120	45	.	.	PUNCT
sc-1136	121	1	[	[	X
sc-1136	121	2	3	3	X
sc-1136	121	3	]	]	X
sc-1136	121	4	jindan	jindan	PROPN
sc-1136	121	5	zhang	zhang	PROPN
sc-1136	121	6	,	,	PUNCT
sc-1136	121	7	xu	xu	PROPN
sc-1136	121	8	an	an	DET
sc-1136	121	9	wang	wang	PROPN
sc-1136	121	10	,	,	PUNCT
sc-1136	122	1	jianfeng	jianfeng	PROPN
sc-1136	122	2	ma	ma	PROPN
sc-1136	122	3	"	"	PUNCT
sc-1136	122	4	data	datum	NOUN
sc-1136	122	5	owner	owner	NOUN
sc-1136	122	6	based	base	VERB
sc-1136	122	7	attribute	attribute	NOUN
sc-1136	122	8	based	base	VERB
sc-1136	122	9	encryption	encryption	NOUN
sc-1136	122	10	"	"	PUNCT
sc-1136	122	11	2015	2015	NUM
sc-1136	122	12	international	international	ADJ
sc-1136	122	13	conference	conference	NOUN
sc-1136	122	14	on	on	ADP
sc-1136	122	15	intelligent	intelligent	ADJ
sc-1136	122	16	networking	networking	NOUN
sc-1136	122	17	and	and	CCONJ
sc-1136	122	18	collaborative	collaborative	ADJ
sc-1136	122	19	systems	system	NOUN
sc-1136	122	20	.	.	PUNCT
sc-1136	123	1	[	[	X
sc-1136	123	2	4	4	X
sc-1136	123	3	]	]	X
sc-1136	123	4	iqra	iqra	NOUN
sc-1136	123	5	hussain	hussain	PROPN
sc-1136	123	6	,	,	PUNCT
sc-1136	123	7	mukesh	mukesh	PROPN
sc-1136	123	8	,	,	PUNCT
sc-1136	123	9	nitin	nitin	PROPN
sc-1136	123	10	"	"	PUNCT
sc-1136	123	11	proposing	propose	VERB
sc-1136	123	12	an	an	DET
sc-1136	123	13	encryption/	encryption/	NUM
sc-1136	123	14	decryption	decryption	NOUN
sc-1136	123	15	scheme	scheme	NOUN
sc-1136	123	16	for	for	ADP
sc-1136	123	17	iot	iot	ADJ
sc-1136	123	18	communications	communication	NOUN
sc-1136	123	19	using	use	VERB
sc-1136	123	20	binary	binary	ADJ
sc-1136	123	21	-	-	PUNCT
sc-1136	123	22	bit	bit	NOUN
sc-1136	123	23	sequence	sequence	NOUN
sc-1136	123	24	and	and	CCONJ
sc-1136	123	25	multistage	multistage	NOUN
sc-1136	123	26	encryption	encryption	NOUN
sc-1136	123	27	"	"	PUNCT
sc-1136	123	28	2018	2018	NUM
sc-1136	123	29	7th	7th	ADJ
sc-1136	123	30	international	international	ADJ
sc-1136	123	31	conference	conference	NOUN
sc-1136	123	32	on	on	ADP
sc-1136	123	33	reliability	reliability	NOUN
sc-1136	123	34	,	,	PUNCT
sc-1136	123	35	infocom	infocom	NOUN
sc-1136	123	36	technologies	technology	NOUN
sc-1136	123	37	and	and	CCONJ
sc-1136	123	38	optimization	optimization	NOUN
sc-1136	123	39	(	(	PUNCT
sc-1136	123	40	trends	trend	NOUN
sc-1136	123	41	and	and	CCONJ
sc-1136	123	42	future	future	ADJ
sc-1136	123	43	directions	direction	NOUN
sc-1136	123	44	)	)	PUNCT
sc-1136	123	45	(	(	PUNCT
sc-1136	123	46	icrito	icrito	NOUN
sc-1136	123	47	)	)	PUNCT
sc-1136	123	48	.	.	PUNCT
sc-1136	124	1	[	[	X
sc-1136	124	2	5	5	X
sc-1136	124	3	]	]	PUNCT
sc-1136	124	4	m.	m.	NOUN
sc-1136	124	5	hemalatha	hemalatha	PROPN
sc-1136	124	6	,	,	PUNCT
sc-1136	124	7	k.	k.	PROPN
sc-1136	124	8	rajasekhar	rajasekhar	PROPN
sc-1136	124	9	"	"	PUNCT
sc-1136	124	10	multiplicative	multiplicative	ADJ
sc-1136	124	11	symmetric	symmetric	ADJ
sc-1136	124	12	key	key	ADJ
sc-1136	124	13	generation	generation	NOUN
sc-1136	124	14	based	base	VERB
sc-1136	124	15	encryption	encryption	NOUN
sc-1136	124	16	for	for	ADP
sc-1136	124	17	data	datum	NOUN
sc-1136	124	18	hiding	hide	VERB
sc-1136	124	19	"	"	PUNCT
sc-1136	124	20	2017	2017	NUM
sc-1136	124	21	2nd	2nd	ADJ
sc-1136	124	22	international	international	ADJ
sc-1136	124	23	conference	conference	NOUN
sc-1136	124	24	on	on	ADP
sc-1136	124	25	communication	communication	NOUN
sc-1136	124	26	and	and	CCONJ
sc-1136	124	27	electronics	electronic	NOUN
sc-1136	124	28	systems	system	NOUN
sc-1136	124	29	(	(	PUNCT
sc-1136	124	30	icces	icce	NOUN
sc-1136	124	31	)	)	PUNCT
sc-1136	124	32	"	"	PUNCT
sc-1136	124	33	.	.	PUNCT
sc-1136	125	1	[	[	X
sc-1136	125	2	6	6	NUM
sc-1136	125	3	]	]	X
sc-1136	125	4	meiko	meiko	PROPN
sc-1136	125	5	jensen	jensen	PROPN
sc-1136	125	6	"	"	PUNCT
sc-1136	125	7	challenges	challenge	NOUN
sc-1136	125	8	of	of	ADP
sc-1136	125	9	privacy	privacy	NOUN
sc-1136	125	10	protection	protection	NOUN
sc-1136	125	11	in	in	ADP
sc-1136	125	12	big	big	ADJ
sc-1136	125	13	data	datum	NOUN
sc-1136	125	14	analytics	analytic	NOUN
sc-1136	125	15	"	"	PUNCT
sc-1136	125	16	2013	2013	NUM
sc-1136	125	17	ieee	ieee	PROPN
sc-1136	125	18	international	international	PROPN
sc-1136	125	19	congress	congress	PROPN
sc-1136	125	20	on	on	ADP
sc-1136	125	21	big	big	ADJ
sc-1136	125	22	data	datum	NOUN
sc-1136	125	23	.	.	PUNCT
sc-1136	126	1	[	[	X
sc-1136	126	2	7	7	NUM
sc-1136	126	3	]	]	X
sc-1136	126	4	prof	prof	PROPN
sc-1136	126	5	.	.	PUNCT
sc-1136	126	6	elisa	elisa	PROPN
sc-1136	126	7	bertino	bertino	PROPN
sc-1136	126	8	"	"	PUNCT
sc-1136	126	9	big	big	ADJ
sc-1136	126	10	data	datum	NOUN
sc-1136	126	11	security	security	NOUN
sc-1136	126	12	and	and	CCONJ
sc-1136	126	13	privacy	privacy	NOUN
sc-1136	126	14	"	"	PUNCT
sc-1136	126	15	2016	2016	NUM
sc-1136	126	16	ieee	ieee	PROPN
sc-1136	126	17	international	international	ADJ
sc-1136	126	18	conference	conference	NOUN
sc-1136	126	19	on	on	ADP
sc-1136	126	20	big	big	ADJ
sc-1136	126	21	data	datum	NOUN
sc-1136	126	22	(	(	PUNCT
sc-1136	126	23	big	big	ADJ
sc-1136	126	24	data	datum	NOUN
sc-1136	126	25	)	)	PUNCT
sc-1136	126	26	.	.	PUNCT
sc-1136	127	1	[	[	X
sc-1136	127	2	8	8	NUM
sc-1136	127	3	]	]	X
sc-1136	127	4	quang	quang	PROPN
sc-1136	127	5	tran	tran	PROPN
sc-1136	127	6	and	and	CCONJ
sc-1136	127	7	hiroyuki	hiroyuki	VERB
sc-1136	127	8	sato	sato	PROPN
sc-1136	127	9	"	"	PUNCT
sc-1136	127	10	a	a	DET
sc-1136	127	11	solution	solution	NOUN
sc-1136	127	12	for	for	ADP
sc-1136	127	13	privacy	privacy	NOUN
sc-1136	127	14	protection	protection	NOUN
sc-1136	127	15	in	in	ADP
sc-1136	127	16	mapreduce	mapreduce	PROPN
sc-1136	127	17	"	"	PUNCT
sc-1136	127	18	2012	2012	NUM
sc-1136	127	19	ieee	ieee	NOUN
sc-1136	127	20	36th	36th	ADJ
sc-1136	127	21	international	international	ADJ
sc-1136	127	22	conference	conference	NOUN
sc-1136	127	23	on	on	ADP
sc-1136	127	24	computer	computer	NOUN
sc-1136	127	25	software	software	NOUN
sc-1136	127	26	and	and	CCONJ
sc-1136	127	27	applications	application	NOUN
sc-1136	127	28	.	.	PUNCT
sc-1136	128	1	[	[	X
sc-1136	128	2	9	9	NUM
sc-1136	128	3	]	]	PUNCT
sc-1136	128	4	r.manjusha	r.manjusha	PUNCT
sc-1136	128	5	and	and	CCONJ
sc-1136	128	6	r.ramachandran	r.ramachandran	VERB
sc-1136	128	7	"	"	PUNCT
sc-1136	128	8	comparative	comparative	ADJ
sc-1136	128	9	study	study	NOUN
sc-1136	128	10	of	of	ADP
sc-1136	128	11	attribute	attribute	NOUN
sc-1136	128	12	based	base	VERB
sc-1136	128	13	encryption	encryption	NOUN
sc-1136	128	14	techniques	technique	NOUN
sc-1136	128	15	in	in	ADP
sc-1136	128	16	cloud	cloud	NOUN
sc-1136	128	17	computing	compute	VERB
sc-1136	128	18	"	"	PUNCT
sc-1136	128	19	international	international	ADJ
sc-1136	128	20	conference	conference	NOUN
sc-1136	128	21	on	on	ADP
sc-1136	128	22	embedded	embed	VERB
sc-1136	128	23	systems	system	NOUN
sc-1136	128	24	(	(	PUNCT
sc-1136	128	25	ices	ice	NOUN
sc-1136	128	26	2014	2014	NUM
sc-1136	128	27	)	)	PUNCT
sc-1136	128	28	.	.	PUNCT
sc-1136	129	1	[	[	X
sc-1136	129	2	10	10	NUM
sc-1136	129	3	]	]	X
sc-1136	129	4	roger	roger	PROPN
sc-1136	129	5	schell	schell	PROPN
sc-1136	129	6	"	"	PUNCT
sc-1136	129	7	security	security	NOUN
sc-1136	129	8	–	–	PUNCT
sc-1136	129	9	a	a	DET
sc-1136	129	10	big	big	ADJ
sc-1136	129	11	question	question	NOUN
sc-1136	129	12	for	for	ADP
sc-1136	129	13	big	big	ADJ
sc-1136	129	14	data	datum	NOUN
sc-1136	129	15	"	"	PUNCT
sc-1136	129	16	2013	2013	NUM
sc-1136	129	17	ieee	ieee	NOUN
sc-1136	129	18	international	international	ADJ
sc-1136	129	19	conference	conference	NOUN
sc-1136	129	20	on	on	ADP
sc-1136	129	21	big	big	ADJ
sc-1136	129	22	data	datum	NOUN
sc-1136	129	23	.	.	PUNCT
sc-1136	130	1	[	[	X
sc-1136	130	2	11	11	NUM
sc-1136	130	3	]	]	PUNCT
sc-1136	130	4	than	than	ADP
sc-1136	130	5	myo	myo	PROPN
sc-1136	130	6	zaw	zaw	PROPN
sc-1136	130	7	,	,	PUNCT
sc-1136	130	8	min	min	PROPN
sc-1136	130	9	thant	thant	ADJ
sc-1136	130	10	"	"	PUNCT
sc-1136	130	11	database	database	NOUN
sc-1136	130	12	security	security	NOUN
sc-1136	130	13	with	with	ADP
sc-1136	130	14	aes	aes	PROPN
sc-1136	130	15	encryption	encryption	NOUN
sc-1136	130	16	,	,	PUNCT
sc-1136	130	17	elliptic	elliptic	ADJ
sc-1136	130	18	curve	curve	NOUN
sc-1136	130	19	encryption	encryption	NOUN
sc-1136	130	20	and	and	CCONJ
sc-1136	130	21	signature	signature	NOUN
sc-1136	130	22	"	"	PUNCT
sc-1136	130	23	2019	2019	NUM
sc-1136	130	24	wave	wave	NOUN
sc-1136	130	25	electronics	electronic	NOUN
sc-1136	130	26	and	and	CCONJ
sc-1136	130	27	its	its	PRON
sc-1136	130	28	application	application	NOUN
sc-1136	130	29	in	in	ADP
sc-1136	130	30	information	information	NOUN
sc-1136	130	31	and	and	CCONJ
sc-1136	130	32	telecommunication	telecommunication	NOUN
sc-1136	130	33	systems	system	NOUN
sc-1136	130	34	(	(	PUNCT
sc-1136	130	35	weconf	weconf	PROPN
sc-1136	130	36	)	)	PUNCT
sc-1136	130	37	.	.	PUNCT
sc-1136	131	1	[	[	X
sc-1136	131	2	12	12	NUM
sc-1136	131	3	]	]	PUNCT
sc-1136	131	4	vasyl	vasyl	NOUN
sc-1136	131	5	,	,	PUNCT
sc-1136	131	6	ivan	ivan	PROPN
sc-1136	131	7	,	,	PUNCT
sc-1136	131	8	roman	roman	PROPN
sc-1136	131	9	,	,	PUNCT
sc-1136	131	10	victoria	victoria	PROPN
sc-1136	131	11	"	"	PUNCT
sc-1136	131	12	information	information	NOUN
sc-1136	131	13	encryption	encryption	NOUN
sc-1136	131	14	based	base	VERB
sc-1136	131	15	on	on	ADP
sc-1136	131	16	the	the	DET
sc-1136	131	17	synthesis	synthesis	NOUN
sc-1136	131	18	of	of	ADP
sc-1136	131	19	a	a	DET
sc-1136	131	20	neural	neural	ADJ
sc-1136	131	21	network	network	NOUN
sc-1136	131	22	and	and	CCONJ
sc-1136	131	23	aes	aes	PROPN
sc-1136	131	24	algorithm	algorithm	NOUN
sc-1136	131	25	"	"	PUNCT
sc-1136	131	26	2019	2019	NUM
sc-1136	131	27	3rd	3rd	ADJ
sc-1136	131	28	international	international	ADJ
sc-1136	131	29	conference	conference	NOUN
sc-1136	131	30	on	on	ADP
sc-1136	131	31	advanced	advanced	ADJ
sc-1136	131	32	information	information	NOUN
sc-1136	131	33	and	and	CCONJ
sc-1136	131	34	communications	communication	NOUN
sc-1136	131	35	technologies	technology	NOUN
sc-1136	131	36	(	(	PUNCT
sc-1136	131	37	aict	aict	NOUN
sc-1136	131	38	)	)	PUNCT
sc-1136	131	39	.	.	PUNCT
sc-1136	132	1	[	[	X
sc-1136	132	2	13	13	NUM
sc-1136	132	3	]	]	PUNCT
sc-1136	132	4	wei	wei	PROPN
sc-1136	132	5	lin	lin	PROPN
sc-1136	132	6	,	,	PUNCT
sc-1136	132	7	jinlong	jinlong	PROPN
sc-1136	132	8	fei	fei	PROPN
sc-1136	132	9	,	,	PUNCT
sc-1136	132	10	yuefei	yuefei	PROPN
sc-1136	132	11	zhu	zhu	PROPN
sc-1136	132	12	,	,	PUNCT
sc-1136	132	13	xiaolong	xiaolong	PROPN
sc-1136	132	14	shi"a	shi"a	PROPN
sc-1136	132	15	method	method	NOUN
sc-1136	132	16	of	of	ADP
sc-1136	132	17	multiple	multiple	ADJ
sc-1136	132	18	encryption	encryption	NOUN
sc-1136	132	19	and	and	CCONJ
sc-1136	132	20	sectional	sectional	ADJ
sc-1136	132	21	encryption	encryption	NOUN
sc-1136	132	22	protocol	protocol	NOUN
sc-1136	132	23	reverse	reverse	NOUN
sc-1136	132	24	engineering	engineering	NOUN
sc-1136	132	25	"	"	PUNCT
sc-1136	132	26	2014	2014	NUM
sc-1136	132	27	tenth	tenth	NOUN
sc-1136	132	28	international	international	ADJ
sc-1136	132	29	conference	conference	NOUN
sc-1136	132	30	on	on	ADP
sc-1136	132	31	computational	computational	ADJ
sc-1136	132	32	intelligence	intelligence	NOUN
sc-1136	132	33	and	and	CCONJ
sc-1136	132	34	security	security	NOUN
sc-1136	132	35	.	.	PUNCT
sc-1136	133	1	[	[	X
sc-1136	133	2	14	14	NUM
sc-1136	133	3	]	]	PUNCT
sc-1136	133	4	web	web	NOUN
sc-1136	133	5	resources	resource	NOUN
sc-1136	133	6	“	"	PUNCT
sc-1136	133	7	fig	fig	NOUN
sc-1136	133	8	.	.	PUNCT
sc-1136	134	1	5.2	5.2	NUM
sc-1136	134	2	architecture	architecture	NOUN
sc-1136	134	3	computation	computation	NOUN
sc-1136	134	4	”	"	PUNCT
sc-1136	134	5	,	,	PUNCT
sc-1136	134	6	encryption	encryption	NOUN
sc-1136	134	7	achieved	achieve	VERB
sc-1136	134	8	through	through	ADP
sc-1136	134	9	filters	filter	NOUN
sc-1136	134	10	.	.	PUNCT
sc-1136	135	1	[	[	X
sc-1136	135	2	15	15	NUM
sc-1136	135	3	]	]	X
sc-1136	135	4	xinqiang	xinqiang	PROPN
sc-1136	135	5	,	,	PUNCT
sc-1136	135	6	lili	lili	PROPN
sc-1136	135	7	yu	yu	PROPN
sc-1136	135	8	,	,	PUNCT
sc-1136	135	9	lihuan	lihuan	PROPN
sc-1136	135	10	"	"	PUNCT
sc-1136	135	11	the	the	DET
sc-1136	135	12	application	application	NOUN
sc-1136	135	13	of	of	ADP
sc-1136	135	14	hybrid	hybrid	ADJ
sc-1136	135	15	encryption	encryption	NOUN
sc-1136	135	16	algorithm	algorithm	NOUN
sc-1136	135	17	in	in	ADP
sc-1136	135	18	software	software	NOUN
sc-1136	135	19	security"2013	security"2013	VERB
sc-1136	135	20	3rd	3rd	ADJ
sc-1136	135	21	international	international	ADJ
sc-1136	135	22	conference	conference	NOUN
sc-1136	135	23	on	on	ADP
sc-1136	135	24	consumer	consumer	NOUN
sc-1136	135	25	electronics	electronic	NOUN
sc-1136	135	26	,	,	PUNCT
sc-1136	135	27	communications	communication	NOUN
sc-1136	135	28	and	and	CCONJ
sc-1136	135	29	networks	network	NOUN
sc-1136	135	30	"	"	PUNCT
sc-1136	135	31	.	.	PUNCT
sc-1136	136	1	[	[	X
sc-1136	136	2	16	16	NUM
sc-1136	136	3	]	]	PUNCT
sc-1136	136	4	xinhua	xinhua	PROPN
sc-1136	136	5	dong	dong	PROPN
sc-1136	136	6	,	,	PUNCT
sc-1136	136	7	ruixuan	ruixuan	PROPN
sc-1136	136	8	li	li	PROPN
sc-1136	136	9	,	,	PUNCT
sc-1136	136	10	heng	heng	PROPN
sc-1136	136	11	he	he	PRON
sc-1136	136	12	,	,	PUNCT
sc-1136	136	13	wanwan	wanwan	PROPN
sc-1136	136	14	zhou	zhou	PROPN
sc-1136	136	15	,	,	PUNCT
sc-1136	136	16	zhengyuan	zhengyuan	PROPN
sc-1136	136	17	xue	xue	PROPN
sc-1136	136	18	,	,	PUNCT
sc-1136	136	19	and	and	CCONJ
sc-1136	136	20	hao	hao	PROPN
sc-1136	136	21	wu	wu	PROPN
sc-1136	136	22	"	"	PUNCT
sc-1136	136	23	secure	secure	VERB
sc-1136	136	24	sensitive	sensitive	ADJ
sc-1136	136	25	data	datum	NOUN
sc-1136	136	26	sharing	share	VERB
sc-1136	136	27	on	on	ADP
sc-1136	136	28	a	a	DET
sc-1136	136	29	big	big	ADJ
sc-1136	136	30	data	datum	NOUN
sc-1136	136	31	platform	platform	NOUN
sc-1136	136	32	"	"	PUNCT
sc-1136	136	33	tsinghua	tsinghua	PROPN
sc-1136	136	34	science	science	PROPN
sc-1136	136	35	and	and	CCONJ
sc-1136	136	36	technology	technology	NOUN
sc-1136	136	37	is	be	AUX
sc-1136	136	38	snll1	snll1	NOUN
sc-1136	136	39	007	007	NUM
sc-1136	136	40	0214ll0	0214ll0	NUM
sc-1136	136	41	8/	8/	NUM
sc-1136	136	42	1	1	NUM
sc-1136	136	43	1llp	1llp	NUM
sc-1136	136	44	p	p	ADJ
sc-1136	136	45	7280	7280	NUM
sc-1136	136	46	volume	volume	NOUN
sc-1136	136	47	20	20	NUM
sc-1136	136	48	,	,	PUNCT
sc-1136	136	49	number	number	NOUN
sc-1136	136	50	1	1	NUM
sc-1136	136	51	,	,	PUNCT
sc-1136	136	52	february	february	PROPN
sc-1136	136	53	2015	2015	NUM
sc-1136	136	54	.	.	PUNCT
sc-1136	137	1	[	[	X
sc-1136	137	2	17	17	NUM
sc-1136	137	3	]	]	X
sc-1136	137	4	yanli	yanli	PROPN
sc-1136	137	5	ren	ren	PROPN
sc-1136	137	6	,	,	PUNCT
sc-1136	137	7	shuozhong	shuozhong	PROPN
sc-1136	137	8	wang	wang	PROPN
sc-1136	137	9	,	,	PUNCT
sc-1136	137	10	xinpeng	xinpeng	PROPN
sc-1136	137	11	zhang	zhang	PROPN
sc-1136	137	12	,	,	PUNCT
sc-1136	137	13	zhenxing	zhenxing	PROPN
sc-1136	137	14	qian	qian	PROPN
sc-1136	137	15	"	"	PUNCT
sc-1136	137	16	fully	fully	ADV
sc-1136	137	17	secure	secure	ADJ
sc-1136	137	18	ciphertext	ciphertext	ADJ
sc-1136	137	19	-	-	PUNCT
sc-1136	137	20	policy	policy	NOUN
sc-1136	137	21	attribute	attribute	NOUN
sc-1136	137	22	-	-	PUNCT
sc-1136	137	23	based	base	VERB
sc-1136	137	24	encryption	encryption	NOUN
sc-1136	137	25	with	with	ADP
sc-1136	137	26	constant	constant	ADJ
sc-1136	137	27	size	size	NOUN
sc-1136	137	28	ciphertext	ciphertext	NOUN
sc-1136	137	29	"	"	PUNCT
sc-1136	137	30	2011	2011	NUM
sc-1136	137	31	third	third	ADJ
sc-1136	137	32	international	international	ADJ
sc-1136	137	33	conference	conference	NOUN
sc-1136	137	34	on	on	ADP
sc-1136	137	35	multimedia	multimedia	NOUN
sc-1136	137	36	information	information	NOUN
sc-1136	137	37	networking	networking	NOUN
sc-1136	137	38	and	and	CCONJ
sc-1136	137	39	security	security	NOUN
sc-1136	137	40	.	.	PUNCT
sc-1136	138	1	[	[	X
sc-1136	138	2	18	18	NUM
sc-1136	138	3	]	]	SYM
sc-1136	138	4	yoshiko	yoshiko	PROPN
sc-1136	138	5	,	,	PUNCT
sc-1136	138	6	hiroki	hiroki	PROPN
sc-1136	138	7	,	,	PUNCT
sc-1136	138	8	hayato	hayato	NOUN
sc-1136	138	9	"	"	PUNCT
sc-1136	138	10	attribute	attribute	NOUN
sc-1136	138	11	-	-	PUNCT
sc-1136	138	12	based	base	VERB
sc-1136	138	13	proxy	proxy	NOUN
sc-1136	138	14	reencryption	reencryption	NOUN
sc-1136	138	15	method	method	NOUN
sc-1136	138	16	for	for	ADP
sc-1136	138	17	revocation	revocation	NOUN
sc-1136	138	18	in	in	ADP
sc-1136	138	19	cloud	cloud	ADJ
sc-1136	138	20	storage	storage	NOUN
sc-1136	138	21	:	:	PUNCT
sc-1136	138	22	reduction	reduction	NOUN
sc-1136	138	23	of	of	ADP
sc-1136	138	24	communication	communication	NOUN
sc-1136	138	25	cost	cost	NOUN
sc-1136	138	26	at	at	ADP
sc-1136	138	27	re	re	NOUN
sc-1136	138	28	-	-	NOUN
sc-1136	138	29	encryption	encryption	NOUN
sc-1136	138	30	"	"	PUNCT
sc-1136	138	31	2018	2018	NUM
sc-1136	138	32	ieee	ieee	NOUN
sc-1136	138	33	3rd	3rd	PROPN
sc-1136	138	34	international	international	ADJ
sc-1136	138	35	conference	conference	NOUN
sc-1136	138	36	on	on	ADP
sc-1136	138	37	big	big	ADJ
sc-1136	138	38	data	datum	NOUN
sc-1136	138	39	analysis	analysis	NOUN
sc-1136	138	40	(	(	PUNCT
sc-1136	138	41	icbda	icbda	NOUN
sc-1136	138	42	)	)	PUNCT
sc-1136	138	43	[	[	X
sc-1136	138	44	19	19	NUM
sc-1136	138	45	]	]	X
sc-1136	138	46	zainab	zainab	PROPN
sc-1136	138	47	,	,	PUNCT
sc-1136	138	48	mahmood	mahmood	PROPN
sc-1136	138	49	"	"	PUNCT
sc-1136	138	50	new	new	ADJ
sc-1136	138	51	fully	fully	ADV
sc-1136	138	52	homomorphic	homomorphic	ADJ
sc-1136	138	53	encryption	encryption	NOUN
sc-1136	138	54	scheme	scheme	NOUN
sc-1136	138	55	based	base	VERB
sc-1136	138	56	on	on	ADP
sc-1136	138	57	multistage	multistage	NOUN
sc-1136	138	58	partial	partial	ADJ
sc-1136	138	59	homomorphic	homomorphic	ADJ
sc-1136	138	60	encryption	encryption	NOUN
sc-1136	138	61	applied	apply	VERB
sc-1136	138	62	in	in	ADP
sc-1136	138	63	cloud	cloud	NOUN
sc-1136	138	64	computing"2018	computing"2018	NOUN
sc-1136	138	65	1st	1st	ADJ
sc-1136	138	66	annual	annual	ADJ
sc-1136	138	67	1	1	NUM
sc-1136	138	68	2	2	NUM
sc-1136	138	69	3	3	NUM
sc-1136	138	70	4	4	NUM
sc-1136	138	71	5	5	NUM
sc-1136	138	72	6	6	NUM
sc-1136	138	73	7	7	NUM
sc-1136	138	74	8	8	NUM
sc-1136	138	75	time	time	NOUN
sc-1136	138	76	50	50	NUM
sc-1136	138	77	40	40	NUM
sc-1136	138	78	30	30	NUM
sc-1136	138	79	20	20	NUM
sc-1136	138	80	10	10	NUM
sc-1136	138	81	0	0	NUM
sc-1136	138	82	time	time	NOUN
sc-1136	138	83	protecting	protect	VERB
sc-1136	138	84	and	and	CCONJ
sc-1136	138	85	securing	secure	VERB
sc-1136	138	86	sensitive	sensitive	ADJ
sc-1136	138	87	data	datum	NOUN
sc-1136	138	88	in	in	ADP
sc-1136	138	89	a	a	DET
sc-1136	138	90	big	big	ADJ
sc-1136	138	91	data	datum	NOUN
sc-1136	138	92	using	use	VERB
sc-1136	138	93	encryption	encryption	NOUN
sc-1136	138	94	eai	eai	NOUN
sc-1136	138	95	endorsed	endorse	VERB
sc-1136	138	96	transactions	transaction	NOUN
sc-1136	138	97	on	on	ADP
sc-1136	138	98	smart	smart	ADJ
sc-1136	138	99	cities	city	NOUN
sc-1136	138	100	06	06	NUM
sc-1136	138	101	2020	2020	NUM
sc-1136	138	102	07	07	NUM
sc-1136	138	103	2020	2020	NUM
sc-1136	138	104	|	|	ADV
sc-1136	138	105	volume	volume	NOUN
sc-1136	138	106	4	4	NUM
sc-1136	138	107	|	|	ADV
sc-1136	138	108	issue	issue	VERB
sc-1136	138	109	11	11	NUM
sc-1136	138	110	|	|	ADV
sc-1136	138	111	e5	e5	PROPN
sc-1136	138	112	praveen	praveen	PROPN
sc-1136	138	113	banasode	banasode	PROPN
sc-1136	138	114	,	,	PUNCT
sc-1136	138	115	sunita	sunita	PROPN
sc-1136	138	116	padmannavar	padmannavar	NOUN
sc-1136	138	117	6	6	NUM
sc-1136	138	118	international	international	ADJ
sc-1136	138	119	conference	conference	NOUN
sc-1136	138	120	on	on	ADP
sc-1136	138	121	information	information	NOUN
sc-1136	138	122	and	and	CCONJ
sc-1136	138	123	sciences	science	NOUN
sc-1136	138	124	(	(	PUNCT
sc-1136	138	125	aicis	aicis	NOUN
sc-1136	138	126	)	)	PUNCT
sc-1136	138	127	.	.	PUNCT
sc-1136	139	1	eai	eai	PROPN
sc-1136	139	2	endorsed	endorse	VERB
sc-1136	139	3	transactions	transaction	NOUN
sc-1136	139	4	on	on	ADP
sc-1136	139	5	smart	smart	ADJ
sc-1136	139	6	cities	city	NOUN
sc-1136	139	7	06	06	NUM
sc-1136	139	8	2020	2020	NUM
sc-1136	139	9	07	07	NUM
sc-1136	139	10	2020	2020	NUM
sc-1136	139	11	|	|	ADV
sc-1136	139	12	volume	volume	NOUN
sc-1136	139	13	4	4	NUM
sc-1136	139	14	|	|	ADV
sc-1136	139	15	issue	issue	VERB
sc-1136	139	16	11	11	NUM
sc-1136	140	1	|	|	ADV
sc-1136	140	2	e5	e5	INTJ