id	sid	tid	token	lemma	pos
cana-521	1	1	communications	communication	NOUN
cana-521	1	2	on	on	ADP
cana-521	1	3	applied	apply	VERB
cana-521	1	4	nonlinear	nonlinear	ADJ
cana-521	1	5	analysis	analysis	NOUN
cana-521	1	6	issn	issn	NOUN
cana-521	1	7	:	:	PUNCT
cana-521	1	8	1074	1074	NUM
cana-521	1	9	-	-	PUNCT
cana-521	1	10	133x	133x	NUM
cana-521	1	11	vol	vol	NOUN
cana-521	1	12	31	31	NUM
cana-521	1	13	no	no	NOUN
cana-521	1	14	.	.	NOUN
cana-521	1	15	2	2	NUM
cana-521	1	16	(	(	PUNCT
cana-521	1	17	2024	2024	NUM
cana-521	1	18	)	)	PUNCT
cana-521	1	19	83	83	NUM
cana-521	1	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-521	1	21	nonlinear	nonlinear	ADJ
cana-521	1	22	analysis	analysis	NOUN
cana-521	1	23	and	and	CCONJ
cana-521	1	24	topological	topological	ADJ
cana-521	1	25	approaches	approach	NOUN
cana-521	1	26	towards	towards	ADP
cana-521	1	27	a	a	DET
cana-521	1	28	deep	deep	ADJ
cana-521	1	29	intelligent	intelligent	ADJ
cana-521	1	30	framework	framework	NOUN
cana-521	1	31	for	for	ADP
cana-521	1	32	privacy	privacy	NOUN
cana-521	1	33	assurance	assurance	NOUN
cana-521	1	34	of	of	ADP
cana-521	1	35	autonomous	autonomous	ADJ
cana-521	1	36	iot	iot	PROPN
cana-521	1	37	systems	system	NOUN
cana-521	1	38	1s	1s	NUM
cana-521	1	39	.	.	PUNCT
cana-521	2	1	chandra	chandra	PROPN
cana-521	2	2	sekaran	sekaran	PROPN
cana-521	2	3	,	,	PUNCT
cana-521	2	4	2natarajan	2natarajan	NUM
cana-521	2	5	c	c	NOUN
cana-521	2	6	,	,	PUNCT
cana-521	2	7	3esakkiammal	3esakkiammal	NUM
cana-521	2	8	s	s	NOUN
cana-521	2	9	,	,	PUNCT
cana-521	2	10	4faiz	4faiz	PROPN
cana-521	2	11	akram	akram	NOUN
cana-521	2	12	,	,	PUNCT
cana-521	2	13	5getachew	5getachew	NUM
cana-521	2	14	mamo	mamo	NOUN
cana-521	2	15	wegari	wegari	NOUN
cana-521	2	16	,	,	PUNCT
cana-521	2	17	6dr	6dr	ADJ
cana-521	2	18	.	.	PUNCT
cana-521	3	1	durgaprasad	durgaprasad	ADJ
cana-521	3	2	navulla	navulla	NOUN
cana-521	3	3	1	1	NUM
cana-521	3	4	professor	professor	NOUN
cana-521	3	5	,	,	PUNCT
cana-521	3	6	department	department	PROPN
cana-521	3	7	of	of	ADP
cana-521	3	8	cse	cse	PROPN
cana-521	3	9	,	,	PUNCT
cana-521	3	10	p.s.v	p.s.v	PROPN
cana-521	3	11	college	college	NOUN
cana-521	3	12	of	of	ADP
cana-521	3	13	engineering	engineering	NOUN
cana-521	3	14	and	and	CCONJ
cana-521	3	15	technology	technology	NOUN
cana-521	3	16	,	,	PUNCT
cana-521	3	17	krishnagiri	krishnagiri	PROPN
cana-521	3	18	,	,	PUNCT
cana-521	3	19	tamilnadu	tamilnadu	PROPN
cana-521	3	20	,	,	PUNCT
cana-521	3	21	india	india	PROPN
cana-521	3	22	.	.	PUNCT
cana-521	4	1	chandrudpi@gmail.com	chandrudpi@gmail.com	X
cana-521	4	2	2	2	NUM
cana-521	4	3	assistant	assistant	NOUN
cana-521	4	4	professor	professor	NOUN
cana-521	4	5	,	,	PUNCT
cana-521	4	6	department	department	PROPN
cana-521	4	7	of	of	ADP
cana-521	4	8	cse	cse	PROPN
cana-521	4	9	,	,	PUNCT
cana-521	4	10	p.s.r	p.s.r	PROPN
cana-521	4	11	engineering	engineering	PROPN
cana-521	4	12	college	college	PROPN
cana-521	4	13	,	,	PUNCT
cana-521	4	14	sivakasi	sivakasi	NOUN
cana-521	4	15	,	,	PUNCT
cana-521	4	16	tamilnadu	tamilnadu	NOUN
cana-521	4	17	,	,	PUNCT
cana-521	4	18	india	india	PROPN
cana-521	4	19	.	.	PUNCT
cana-521	5	1	natarajan@psr.edu.in	natarajan@psr.edu.in	PROPN
cana-521	5	2	3	3	NUM
cana-521	5	3	information	information	NOUN
cana-521	5	4	officer	officer	NOUN
cana-521	5	5	,	,	PUNCT
cana-521	5	6	institute	institute	NOUN
cana-521	5	7	of	of	ADP
cana-521	5	8	management	management	NOUN
cana-521	5	9	,	,	PUNCT
cana-521	5	10	nirma	nirma	VERB
cana-521	5	11	university	university	NOUN
cana-521	5	12	,	,	PUNCT
cana-521	5	13	sarkhej	sarkhej	ADJ
cana-521	5	14	-	-	PUNCT
cana-521	5	15	gandhinagar	gandhinagar	NOUN
cana-521	5	16	highway	highway	NOUN
cana-521	5	17	,	,	PUNCT
cana-521	5	18	gota	gota	PROPN
cana-521	5	19	,	,	PUNCT
cana-521	5	20	tragad	tragad	ADJ
cana-521	5	21	,	,	PUNCT
cana-521	5	22	gujarat	gujarat	PROPN
cana-521	5	23	,	,	PUNCT
cana-521	5	24	india	india	PROPN
cana-521	5	25	.	.	PUNCT
cana-521	6	1	nalanponni@gmail.com	nalanponni@gmail.com	X
cana-521	6	2	4	4	NUM
cana-521	6	3	assistant	assistant	NOUN
cana-521	6	4	professor	professor	NOUN
cana-521	6	5	,	,	PUNCT
cana-521	6	6	faculty	faculty	NOUN
cana-521	6	7	of	of	ADP
cana-521	6	8	computing	computing	NOUN
cana-521	6	9	and	and	CCONJ
cana-521	6	10	informatics	informatics	PROPN
cana-521	6	11	,	,	PUNCT
cana-521	6	12	jimma	jimma	PROPN
cana-521	6	13	institute	institute	PROPN
cana-521	6	14	of	of	ADP
cana-521	6	15	technology	technology	PROPN
cana-521	6	16	,	,	PUNCT
cana-521	6	17	jimma	jimma	PROPN
cana-521	6	18	university	university	PROPN
cana-521	6	19	,	,	PUNCT
cana-521	6	20	jimma	jimma	PROPN
cana-521	6	21	,	,	PUNCT
cana-521	6	22	oromia	oromia	ADV
cana-521	6	23	,	,	PUNCT
cana-521	6	24	ethiopia	ethiopia	PROPN
cana-521	6	25	.	.	PUNCT
cana-521	7	1	akram.faiz@ju.edu.et	akram.faiz@ju.edu.et	PROPN
cana-521	7	2	5	5	NUM
cana-521	7	3	assistant	assistant	NOUN
cana-521	7	4	professor	professor	NOUN
cana-521	7	5	,	,	PUNCT
cana-521	7	6	department	department	NOUN
cana-521	7	7	of	of	ADP
cana-521	7	8	information	information	NOUN
cana-521	7	9	technology	technology	NOUN
cana-521	7	10	,	,	PUNCT
cana-521	7	11	faculty	faculty	NOUN
cana-521	7	12	of	of	ADP
cana-521	7	13	computing	computing	NOUN
cana-521	7	14	and	and	CCONJ
cana-521	7	15	informatics	informatics	PROPN
cana-521	7	16	,	,	PUNCT
cana-521	7	17	jimma	jimma	PROPN
cana-521	7	18	institute	institute	PROPN
cana-521	7	19	of	of	ADP
cana-521	7	20	technology	technology	PROPN
cana-521	7	21	,	,	PUNCT
cana-521	7	22	jimma	jimma	PROPN
cana-521	7	23	university	university	PROPN
cana-521	7	24	,	,	PUNCT
cana-521	7	25	jimma	jimma	PROPN
cana-521	7	26	,	,	PUNCT
cana-521	7	27	oromia	oromia	ADV
cana-521	7	28	,	,	PUNCT
cana-521	7	29	ethiopia	ethiopia	PROPN
cana-521	7	30	.	.	PUNCT
cana-521	8	1	getachew.mamo@ju.edu.et	getachew.mamo@ju.edu.et	PROPN
cana-521	8	2	6assistant	6assistant	NUM
cana-521	8	3	professor	professor	NOUN
cana-521	8	4	,	,	PUNCT
cana-521	8	5	kl	kl	PROPN
cana-521	8	6	business	business	PROPN
cana-521	8	7	school	school	PROPN
cana-521	8	8	,	,	PUNCT
cana-521	8	9	programme	programme	NOUN
cana-521	8	10	co	co	NOUN
cana-521	8	11	-	-	PROPN
cana-521	8	12	ordinator	ordinator	ADJ
cana-521	8	13	bba	bba	PROPN
cana-521	8	14	(	(	PUNCT
cana-521	8	15	cdoe	cdoe	PROPN
cana-521	8	16	)	)	PUNCT
cana-521	8	17	,	,	PUNCT
cana-521	8	18	koneru	koneru	PROPN
cana-521	8	19	lakshmaiah	lakshmaiah	PROPN
cana-521	8	20	education	education	PROPN
cana-521	8	21	foundation	foundation	PROPN
cana-521	8	22	(	(	PUNCT
cana-521	8	23	deemed	deem	VERB
cana-521	8	24	to	to	PART
cana-521	8	25	be	be	AUX
cana-521	8	26	university	university	NOUN
cana-521	8	27	)	)	PUNCT
cana-521	8	28	,	,	PUNCT
cana-521	8	29	vaddeswaram	vaddeswaram	PROPN
cana-521	8	30	,	,	PUNCT
cana-521	8	31	guntur	guntur	PROPN
cana-521	8	32	district	district	PROPN
cana-521	8	33	,	,	PUNCT
cana-521	8	34	andhra	andhra	PROPN
cana-521	8	35	pradesh	pradesh	PROPN
cana-521	8	36	,	,	PUNCT
cana-521	8	37	india	india	PROPN
cana-521	8	38	.	.	PUNCT
cana-521	9	1	prasadnavulla0006@gmail.com	prasadnavulla0006@gmail.com	PROPN
cana-521	9	2	article	article	NOUN
cana-521	9	3	history	history	NOUN
cana-521	9	4	:	:	PUNCT
cana-521	9	5	received	receive	VERB
cana-521	9	6	:	:	PUNCT
cana-521	9	7	18	18	NUM
cana-521	9	8	-	-	SYM
cana-521	9	9	01	01	NUM
cana-521	9	10	-	-	PUNCT
cana-521	9	11	2024	2024	NUM
cana-521	9	12	revised	revise	VERB
cana-521	9	13	:	:	PUNCT
cana-521	9	14	02	02	NUM
cana-521	9	15	-	-	PUNCT
cana-521	9	16	04	04	NUM
cana-521	9	17	-	-	PUNCT
cana-521	9	18	2024	2024	NUM
cana-521	9	19	accepted	accept	VERB
cana-521	9	20	:	:	PUNCT
cana-521	9	21	25	25	NUM
cana-521	9	22	-	-	PUNCT
cana-521	9	23	04	04	NUM
cana-521	9	24	-	-	PUNCT
cana-521	9	25	2024	2024	NUM
cana-521	9	26	abstract	abstract	NOUN
cana-521	9	27	:	:	PUNCT
cana-521	9	28	the	the	DET
cana-521	9	29	proliferation	proliferation	NOUN
cana-521	9	30	of	of	ADP
cana-521	9	31	autonomous	autonomous	ADJ
cana-521	9	32	internet	internet	NOUN
cana-521	9	33	of	of	ADP
cana-521	9	34	things	thing	NOUN
cana-521	9	35	(	(	PUNCT
cana-521	9	36	iot	iot	NOUN
cana-521	9	37	)	)	PUNCT
cana-521	9	38	systems	system	NOUN
cana-521	9	39	powered	power	VERB
cana-521	9	40	by	by	ADP
cana-521	9	41	deep	deep	ADJ
cana-521	9	42	learning	learning	NOUN
cana-521	9	43	and	and	CCONJ
cana-521	9	44	artificial	artificial	ADJ
cana-521	9	45	intelligence	intelligence	NOUN
cana-521	9	46	has	have	AUX
cana-521	9	47	ushered	usher	VERB
cana-521	9	48	in	in	ADP
cana-521	9	49	a	a	DET
cana-521	9	50	new	new	ADJ
cana-521	9	51	era	era	NOUN
cana-521	9	52	of	of	ADP
cana-521	9	53	data	data	NOUN
cana-521	9	54	-	-	PUNCT
cana-521	9	55	driven	drive	VERB
cana-521	9	56	convenience	convenience	NOUN
cana-521	9	57	and	and	CCONJ
cana-521	9	58	automation	automation	NOUN
cana-521	9	59	.	.	PUNCT
cana-521	10	1	however	however	ADV
cana-521	10	2	,	,	PUNCT
cana-521	10	3	this	this	DET
cana-521	10	4	innovation	innovation	NOUN
cana-521	10	5	comes	come	VERB
cana-521	10	6	hand	hand	NOUN
cana-521	10	7	in	in	ADP
cana-521	10	8	hand	hand	NOUN
cana-521	10	9	with	with	ADP
cana-521	10	10	heightened	heighten	VERB
cana-521	10	11	concerns	concern	NOUN
cana-521	10	12	regarding	regard	VERB
cana-521	10	13	data	data	NOUN
cana-521	10	14	privacy	privacy	NOUN
cana-521	10	15	.	.	PUNCT
cana-521	11	1	this	this	DET
cana-521	11	2	paper	paper	NOUN
cana-521	11	3	presents	present	VERB
cana-521	11	4	a	a	DET
cana-521	11	5	comprehensive	comprehensive	ADJ
cana-521	11	6	framework	framework	NOUN
cana-521	11	7	for	for	ADP
cana-521	11	8	privacy	privacy	NOUN
cana-521	11	9	assurance	assurance	NOUN
cana-521	11	10	in	in	ADP
cana-521	11	11	autonomous	autonomous	ADJ
cana-521	11	12	iot	iot	PROPN
cana-521	11	13	systems	system	NOUN
cana-521	11	14	(	(	PUNCT
cana-521	11	15	pais	pais	PROPN
cana-521	11	16	)	)	PUNCT
cana-521	11	17	,	,	PUNCT
cana-521	11	18	which	which	PRON
cana-521	11	19	amalgamates	amalgamate	VERB
cana-521	11	20	cutting	cutting	NOUN
cana-521	11	21	-	-	PUNCT
cana-521	11	22	edge	edge	NOUN
cana-521	11	23	technologies	technology	NOUN
cana-521	11	24	and	and	CCONJ
cana-521	11	25	best	good	ADJ
cana-521	11	26	practices	practice	NOUN
cana-521	11	27	to	to	PART
cana-521	11	28	safeguard	safeguard	VERB
cana-521	11	29	individual	individual	ADJ
cana-521	11	30	privacy	privacy	NOUN
cana-521	11	31	in	in	ADP
cana-521	11	32	the	the	DET
cana-521	11	33	era	era	NOUN
cana-521	11	34	of	of	ADP
cana-521	11	35	pervasive	pervasive	ADJ
cana-521	11	36	connectivity	connectivity	NOUN
cana-521	11	37	and	and	CCONJ
cana-521	11	38	autonomous	autonomous	ADJ
cana-521	11	39	decision	decision	NOUN
cana-521	11	40	-	-	PUNCT
cana-521	11	41	making	making	NOUN
cana-521	11	42	.	.	PUNCT
cana-521	12	1	the	the	DET
cana-521	12	2	pais	pais	PROPN
cana-521	12	3	framework	framework	NOUN
cana-521	12	4	comprises	comprise	VERB
cana-521	12	5	multifaceted	multifaceted	ADJ
cana-521	12	6	strategies	strategy	NOUN
cana-521	12	7	to	to	PART
cana-521	12	8	address	address	VERB
cana-521	12	9	privacy	privacy	NOUN
cana-521	12	10	challenges	challenge	NOUN
cana-521	12	11	in	in	ADP
cana-521	12	12	autonomous	autonomous	ADJ
cana-521	12	13	iot	iot	NOUN
cana-521	12	14	ecosystems	ecosystem	NOUN
cana-521	12	15	.	.	PUNCT
cana-521	13	1	it	it	PRON
cana-521	13	2	leverages	leverage	VERB
cana-521	13	3	advanced	advanced	ADJ
cana-521	13	4	encryption	encryption	NOUN
cana-521	13	5	techniques	technique	NOUN
cana-521	13	6	,	,	PUNCT
cana-521	13	7	robust	robust	ADJ
cana-521	13	8	access	access	NOUN
cana-521	13	9	control	control	NOUN
cana-521	13	10	mechanisms	mechanism	NOUN
cana-521	13	11	,	,	PUNCT
cana-521	13	12	and	and	CCONJ
cana-521	13	13	anonymization	anonymization	NOUN
cana-521	13	14	protocols	protocol	NOUN
cana-521	13	15	to	to	PART
cana-521	13	16	ensure	ensure	VERB
cana-521	13	17	data	datum	NOUN
cana-521	13	18	confidentiality	confidentiality	NOUN
cana-521	13	19	.	.	PUNCT
cana-521	14	1	moreover	moreover	ADV
cana-521	14	2	,	,	PUNCT
cana-521	14	3	differential	differential	ADJ
cana-521	14	4	privacy	privacy	NOUN
cana-521	14	5	mechanisms	mechanism	NOUN
cana-521	14	6	are	be	AUX
cana-521	14	7	deployed	deploy	VERB
cana-521	14	8	to	to	PART
cana-521	14	9	protect	protect	VERB
cana-521	14	10	the	the	DET
cana-521	14	11	identities	identity	NOUN
cana-521	14	12	of	of	ADP
cana-521	14	13	individuals	individual	NOUN
cana-521	14	14	within	within	ADP
cana-521	14	15	data	datum	NOUN
cana-521	14	16	streams	stream	NOUN
cana-521	14	17	.	.	PUNCT
cana-521	15	1	an	an	DET
cana-521	15	2	innovative	innovative	ADJ
cana-521	15	3	aspect	aspect	NOUN
cana-521	15	4	of	of	ADP
cana-521	15	5	pais	pais	PROPN
cana-521	15	6	is	be	AUX
cana-521	15	7	the	the	DET
cana-521	15	8	integration	integration	NOUN
cana-521	15	9	of	of	ADP
cana-521	15	10	ai	ai	ADJ
cana-521	15	11	-	-	PUNCT
cana-521	15	12	driven	drive	VERB
cana-521	15	13	privacy	privacy	NOUN
cana-521	15	14	monitoring	monitoring	NOUN
cana-521	15	15	,	,	PUNCT
cana-521	15	16	which	which	PRON
cana-521	15	17	constantly	constantly	ADV
cana-521	15	18	evaluates	evaluate	VERB
cana-521	15	19	data	datum	NOUN
cana-521	15	20	for	for	ADP
cana-521	15	21	potential	potential	ADJ
cana-521	15	22	breaches	breach	NOUN
cana-521	15	23	and	and	CCONJ
cana-521	15	24	triggers	trigger	VERB
cana-521	15	25	immediate	immediate	ADJ
cana-521	15	26	responses	response	NOUN
cana-521	15	27	when	when	SCONJ
cana-521	15	28	anomalies	anomaly	NOUN
cana-521	15	29	are	be	AUX
cana-521	15	30	detected	detect	VERB
cana-521	15	31	.	.	PUNCT
cana-521	16	1	ensuring	ensure	VERB
cana-521	16	2	regulatory	regulatory	ADJ
cana-521	16	3	compliance	compliance	NOUN
cana-521	16	4	is	be	AUX
cana-521	16	5	a	a	DET
cana-521	16	6	paramount	paramount	ADJ
cana-521	16	7	facet	facet	NOUN
cana-521	16	8	of	of	ADP
cana-521	16	9	the	the	DET
cana-521	16	10	pais	pais	PROPN
cana-521	16	11	framework	framework	NOUN
cana-521	16	12	,	,	PUNCT
cana-521	16	13	as	as	SCONJ
cana-521	16	14	it	it	PRON
cana-521	16	15	aligns	align	VERB
cana-521	16	16	with	with	ADP
cana-521	16	17	evolving	evolve	VERB
cana-521	16	18	data	datum	NOUN
cana-521	16	19	protection	protection	NOUN
cana-521	16	20	regulations	regulation	NOUN
cana-521	16	21	globally	globally	ADV
cana-521	16	22	.	.	PUNCT
cana-521	17	1	users	user	NOUN
cana-521	17	2	are	be	AUX
cana-521	17	3	afforded	afford	VERB
cana-521	17	4	control	control	NOUN
cana-521	17	5	and	and	CCONJ
cana-521	17	6	transparency	transparency	NOUN
cana-521	17	7	through	through	ADP
cana-521	17	8	intuitive	intuitive	ADJ
cana-521	17	9	interfaces	interface	NOUN
cana-521	17	10	,	,	PUNCT
cana-521	17	11	enabling	enable	VERB
cana-521	17	12	them	they	PRON
cana-521	17	13	to	to	PART
cana-521	17	14	manage	manage	VERB
cana-521	17	15	their	their	PRON
cana-521	17	16	data	data	NOUN
cana-521	17	17	usage	usage	NOUN
cana-521	17	18	preferences	preference	NOUN
cana-521	17	19	effectively	effectively	ADV
cana-521	17	20	.	.	PUNCT
cana-521	18	1	the	the	DET
cana-521	18	2	ethical	ethical	ADJ
cana-521	18	3	implications	implication	NOUN
cana-521	18	4	of	of	ADP
cana-521	18	5	ai	ai	VERB
cana-521	18	6	in	in	ADP
cana-521	18	7	privacy	privacy	NOUN
cana-521	18	8	preservation	preservation	NOUN
cana-521	18	9	are	be	AUX
cana-521	18	10	also	also	ADV
cana-521	18	11	examined	examine	VERB
cana-521	18	12	within	within	ADP
cana-521	18	13	the	the	DET
cana-521	18	14	framework	framework	NOUN
cana-521	18	15	,	,	PUNCT
cana-521	18	16	emphasizing	emphasize	VERB
cana-521	18	17	the	the	DET
cana-521	18	18	importance	importance	NOUN
cana-521	18	19	of	of	ADP
cana-521	18	20	fairness	fairness	NOUN
cana-521	18	21	and	and	CCONJ
cana-521	18	22	bias	bias	NOUN
cana-521	18	23	mitigation	mitigation	NOUN
cana-521	18	24	.	.	PUNCT
cana-521	19	1	pais	pais	PROPN
cana-521	19	2	promotes	promote	VERB
cana-521	19	3	a	a	DET
cana-521	19	4	privacy	privacy	NOUN
cana-521	19	5	-	-	PUNCT
cana-521	19	6	by	by	ADP
cana-521	19	7	-	-	PUNCT
cana-521	19	8	design	design	NOUN
cana-521	19	9	approach	approach	NOUN
cana-521	19	10	,	,	PUNCT
cana-521	19	11	where	where	SCONJ
cana-521	19	12	privacy	privacy	NOUN
cana-521	19	13	considerations	consideration	NOUN
cana-521	19	14	are	be	AUX
cana-521	19	15	integral	integral	ADJ
cana-521	19	16	to	to	ADP
cana-521	19	17	the	the	DET
cana-521	19	18	inception	inception	NOUN
cana-521	19	19	and	and	CCONJ
cana-521	19	20	development	development	NOUN
cana-521	19	21	of	of	ADP
cana-521	19	22	iot	iot	PROPN
cana-521	19	23	systems	system	NOUN
cana-521	19	24	.	.	PUNCT
cana-521	20	1	regular	regular	ADJ
cana-521	20	2	risk	risk	NOUN
cana-521	20	3	assessments	assessment	NOUN
cana-521	20	4	are	be	AUX
cana-521	20	5	performed	perform	VERB
cana-521	20	6	to	to	PART
cana-521	20	7	identify	identify	VERB
cana-521	20	8	potential	potential	ADJ
cana-521	20	9	privacy	privacy	NOUN
cana-521	20	10	vulnerabilities	vulnerability	NOUN
cana-521	20	11	,	,	PUNCT
cana-521	20	12	ensuring	ensure	VERB
cana-521	20	13	that	that	SCONJ
cana-521	20	14	the	the	DET
cana-521	20	15	framework	framework	NOUN
cana-521	20	16	adapts	adapt	VERB
cana-521	20	17	to	to	ADP
cana-521	20	18	emerging	emerge	VERB
cana-521	20	19	threats	threat	NOUN
cana-521	20	20	.	.	PUNCT
cana-521	21	1	education	education	NOUN
cana-521	21	2	and	and	CCONJ
cana-521	21	3	training	training	NOUN
cana-521	21	4	programs	program	NOUN
cana-521	21	5	are	be	AUX
cana-521	21	6	provided	provide	VERB
cana-521	21	7	to	to	ADP
cana-521	21	8	stakeholders	stakeholder	NOUN
cana-521	21	9	to	to	PART
cana-521	21	10	foster	foster	VERB
cana-521	21	11	awareness	awareness	NOUN
cana-521	21	12	and	and	CCONJ
cana-521	21	13	adherence	adherence	NOUN
cana-521	21	14	to	to	ADP
cana-521	21	15	privacy	privacy	NOUN
cana-521	21	16	best	good	ADJ
cana-521	21	17	practices	practice	NOUN
cana-521	21	18	.	.	PUNCT
cana-521	22	1	keywords	keyword	NOUN
cana-521	22	2	:	:	PUNCT
cana-521	22	3	autonomous	autonomous	ADJ
cana-521	22	4	iot	iot	PROPN
cana-521	22	5	systems	system	NOUN
cana-521	22	6	,	,	PUNCT
cana-521	22	7	privacy	privacy	NOUN
cana-521	22	8	assurance	assurance	NOUN
cana-521	22	9	,	,	PUNCT
cana-521	22	10	data	data	NOUN
cana-521	22	11	privacy	privacy	NOUN
cana-521	22	12	,	,	PUNCT
cana-521	22	13	deep	deep	ADJ
cana-521	22	14	learning	learning	NOUN
cana-521	22	15	communications	communication	NOUN
cana-521	22	16	on	on	ADP
cana-521	22	17	applied	apply	VERB
cana-521	22	18	nonlinear	nonlinear	ADJ
cana-521	22	19	analysis	analysis	NOUN
cana-521	22	20	issn	issn	NOUN
cana-521	22	21	:	:	PUNCT
cana-521	22	22	1074	1074	NUM
cana-521	22	23	-	-	PUNCT
cana-521	22	24	133x	133x	NUM
cana-521	22	25	vol	vol	NOUN
cana-521	22	26	31	31	NUM
cana-521	22	27	no	no	NOUN
cana-521	22	28	.	.	NOUN
cana-521	22	29	2	2	NUM
cana-521	22	30	(	(	PUNCT
cana-521	22	31	2024	2024	NUM
cana-521	22	32	)	)	PUNCT
cana-521	22	33	84	84	NUM
cana-521	22	34	https://internationalpubls.com	https://internationalpubls.com	X
cana-521	22	35	1	1	X
cana-521	22	36	.	.	PUNCT
cana-521	22	37	introduction	introduction	NOUN
cana-521	22	38	in	in	ADP
cana-521	22	39	today	today	NOUN
cana-521	22	40	interconnected	interconnected	ADJ
cana-521	22	41	world	world	NOUN
cana-521	22	42	,	,	PUNCT
cana-521	22	43	the	the	DET
cana-521	22	44	proliferation	proliferation	NOUN
cana-521	22	45	of	of	ADP
cana-521	22	46	autonomous	autonomous	ADJ
cana-521	22	47	internet	internet	NOUN
cana-521	22	48	of	of	ADP
cana-521	22	49	things	thing	NOUN
cana-521	22	50	(	(	PUNCT
cana-521	22	51	iot	iot	NOUN
cana-521	22	52	)	)	PUNCT
cana-521	22	53	systems	system	NOUN
cana-521	22	54	,	,	PUNCT
cana-521	22	55	bolstered	bolster	VERB
cana-521	22	56	by	by	ADP
cana-521	22	57	the	the	DET
cana-521	22	58	rapid	rapid	ADJ
cana-521	22	59	advancement	advancement	NOUN
cana-521	22	60	of	of	ADP
cana-521	22	61	deep	deep	ADJ
cana-521	22	62	learning	learning	NOUN
cana-521	22	63	and	and	CCONJ
cana-521	22	64	artificial	artificial	ADJ
cana-521	22	65	intelligence	intelligence	NOUN
cana-521	22	66	(	(	PUNCT
cana-521	22	67	ai	ai	NOUN
cana-521	22	68	)	)	PUNCT
cana-521	22	69	,	,	PUNCT
cana-521	22	70	has	have	AUX
cana-521	22	71	ushered	usher	VERB
cana-521	22	72	in	in	ADP
cana-521	22	73	an	an	DET
cana-521	22	74	era	era	NOUN
cana-521	22	75	of	of	ADP
cana-521	22	76	unprecedented	unprecedented	ADJ
cana-521	22	77	data	data	NOUN
cana-521	22	78	-	-	PUNCT
cana-521	22	79	driven	drive	VERB
cana-521	22	80	convenience	convenience	NOUN
cana-521	22	81	and	and	CCONJ
cana-521	22	82	automation	automation	NOUN
cana-521	23	1	[	[	X
cana-521	23	2	1	1	NUM
cana-521	23	3	]	]	PUNCT
cana-521	23	4	.	.	PUNCT
cana-521	24	1	the	the	DET
cana-521	24	2	potential	potential	NOUN
cana-521	24	3	of	of	ADP
cana-521	24	4	autonomous	autonomous	ADJ
cana-521	24	5	internet	internet	NOUN
cana-521	24	6	of	of	ADP
cana-521	24	7	things	thing	NOUN
cana-521	24	8	(	(	PUNCT
cana-521	24	9	iot	iot	NOUN
cana-521	24	10	)	)	PUNCT
cana-521	24	11	systems	system	NOUN
cana-521	24	12	to	to	PART
cana-521	24	13	bring	bring	VERB
cana-521	24	14	about	about	ADP
cana-521	24	15	revolutionary	revolutionary	ADJ
cana-521	24	16	changes	change	NOUN
cana-521	24	17	in	in	ADP
cana-521	24	18	several	several	ADJ
cana-521	24	19	industries	industry	NOUN
cana-521	24	20	,	,	PUNCT
cana-521	24	21	ranging	range	VERB
cana-521	24	22	from	from	ADP
cana-521	24	23	healthcare	healthcare	NOUN
cana-521	24	24	to	to	ADP
cana-521	24	25	transportation	transportation	NOUN
cana-521	24	26	and	and	CCONJ
cana-521	24	27	manufacturing	manufacturing	NOUN
cana-521	24	28	,	,	PUNCT
cana-521	24	29	is	be	AUX
cana-521	24	30	noteworthy	noteworthy	ADJ
cana-521	24	31	.	.	PUNCT
cana-521	25	1	nonetheless	nonetheless	ADV
cana-521	25	2	,	,	PUNCT
cana-521	25	3	the	the	DET
cana-521	25	4	considerable	considerable	ADJ
cana-521	25	5	capacity	capacity	NOUN
cana-521	25	6	of	of	ADP
cana-521	25	7	their	their	PRON
cana-521	25	8	data	datum	NOUN
cana-521	25	9	collection	collection	NOUN
cana-521	25	10	and	and	CCONJ
cana-521	25	11	processing	processing	NOUN
cana-521	25	12	systems	system	NOUN
cana-521	25	13	gives	give	VERB
cana-521	25	14	rise	rise	NOUN
cana-521	25	15	to	to	ADP
cana-521	25	16	notable	notable	ADJ
cana-521	25	17	apprehensions	apprehension	NOUN
cana-521	25	18	over	over	ADP
cana-521	25	19	the	the	DET
cana-521	25	20	protection	protection	NOUN
cana-521	25	21	of	of	ADP
cana-521	25	22	data	datum	NOUN
cana-521	25	23	privacy	privacy	NOUN
cana-521	26	1	[	[	X
cana-521	26	2	2	2	NUM
cana-521	26	3	]	]	PUNCT
cana-521	26	4	.	.	PUNCT
cana-521	27	1	the	the	DET
cana-521	27	2	internet	internet	NOUN
cana-521	27	3	of	of	ADP
cana-521	27	4	things	thing	NOUN
cana-521	27	5	(	(	PUNCT
cana-521	27	6	iot	iot	NOUN
cana-521	27	7	)	)	PUNCT
cana-521	27	8	refers	refer	VERB
cana-521	27	9	to	to	ADP
cana-521	27	10	a	a	DET
cana-521	27	11	network	network	NOUN
cana-521	27	12	including	include	VERB
cana-521	27	13	a	a	DET
cana-521	27	14	collection	collection	NOUN
cana-521	27	15	of	of	ADP
cana-521	27	16	interconnected	interconnected	ADJ
cana-521	27	17	physical	physical	ADJ
cana-521	27	18	devices	device	NOUN
cana-521	27	19	that	that	PRON
cana-521	27	20	are	be	AUX
cana-521	27	21	equipped	equip	VERB
cana-521	27	22	with	with	ADP
cana-521	27	23	sensors	sensor	NOUN
cana-521	27	24	and	and	CCONJ
cana-521	27	25	communication	communication	NOUN
cana-521	27	26	technology	technology	NOUN
cana-521	27	27	.	.	PUNCT
cana-521	28	1	these	these	DET
cana-521	28	2	gadgets	gadget	NOUN
cana-521	28	3	have	have	VERB
cana-521	28	4	the	the	DET
cana-521	28	5	capability	capability	NOUN
cana-521	28	6	to	to	PART
cana-521	28	7	accumulate	accumulate	VERB
cana-521	28	8	huge	huge	ADJ
cana-521	28	9	quantities	quantity	NOUN
cana-521	28	10	of	of	ADP
cana-521	28	11	data	datum	NOUN
cana-521	28	12	,	,	PUNCT
cana-521	28	13	establishing	establish	VERB
cana-521	28	14	an	an	DET
cana-521	28	15	interconnected	interconnected	ADJ
cana-521	28	16	environment	environment	NOUN
cana-521	28	17	in	in	ADP
cana-521	28	18	which	which	PRON
cana-521	28	19	information	information	NOUN
cana-521	28	20	is	be	AUX
cana-521	28	21	effortlessly	effortlessly	ADV
cana-521	28	22	exchanged	exchange	VERB
cana-521	28	23	among	among	ADP
cana-521	28	24	devices	device	NOUN
cana-521	28	25	and	and	CCONJ
cana-521	28	26	cloud	cloud	NOUN
cana-521	28	27	-	-	PUNCT
cana-521	28	28	based	base	VERB
cana-521	28	29	platforms	platform	NOUN
cana-521	28	30	[	[	X
cana-521	28	31	3	3	X
cana-521	28	32	]	]	X
cana-521	28	33	[	[	X
cana-521	28	34	4	4	NUM
cana-521	28	35	]	]	PUNCT
cana-521	28	36	.	.	PUNCT
cana-521	29	1	deep	deep	ADJ
cana-521	29	2	learning	learning	NOUN
cana-521	29	3	and	and	CCONJ
cana-521	29	4	artificial	artificial	ADJ
cana-521	29	5	intelligence	intelligence	NOUN
cana-521	29	6	(	(	PUNCT
cana-521	29	7	ai	ai	NOUN
cana-521	29	8	)	)	PUNCT
cana-521	29	9	algorithms	algorithm	NOUN
cana-521	29	10	are	be	AUX
cana-521	29	11	integral	integral	ADJ
cana-521	29	12	components	component	NOUN
cana-521	29	13	of	of	ADP
cana-521	29	14	numerous	numerous	ADJ
cana-521	29	15	internet	internet	NOUN
cana-521	29	16	of	of	ADP
cana-521	29	17	things	thing	NOUN
cana-521	29	18	(	(	PUNCT
cana-521	29	19	iot	iot	NOUN
cana-521	29	20	)	)	PUNCT
cana-521	29	21	applications	application	NOUN
cana-521	29	22	.	.	PUNCT
cana-521	30	1	these	these	DET
cana-521	30	2	algorithms	algorithm	NOUN
cana-521	30	3	empower	empower	VERB
cana-521	30	4	these	these	DET
cana-521	30	5	systems	system	NOUN
cana-521	30	6	to	to	PART
cana-521	30	7	autonomously	autonomously	ADV
cana-521	30	8	make	make	VERB
cana-521	30	9	decisions	decision	NOUN
cana-521	30	10	,	,	PUNCT
cana-521	30	11	adjust	adjust	VERB
cana-521	30	12	to	to	ADP
cana-521	30	13	dynamic	dynamic	ADJ
cana-521	30	14	surroundings	surrounding	NOUN
cana-521	30	15	,	,	PUNCT
cana-521	30	16	and	and	CCONJ
cana-521	30	17	enhance	enhance	VERB
cana-521	30	18	operational	operational	ADJ
cana-521	30	19	efficiency	efficiency	NOUN
cana-521	30	20	[	[	X
cana-521	30	21	5	5	NUM
cana-521	30	22	]	]	PUNCT
cana-521	30	23	.	.	PUNCT
cana-521	31	1	in	in	ADP
cana-521	31	2	the	the	DET
cana-521	31	3	midst	midst	NOUN
cana-521	31	4	of	of	ADP
cana-521	31	5	assertions	assertion	NOUN
cana-521	31	6	regarding	regard	VERB
cana-521	31	7	enhanced	enhanced	ADJ
cana-521	31	8	effectiveness	effectiveness	NOUN
cana-521	31	9	and	and	CCONJ
cana-521	31	10	novel	novel	ADJ
cana-521	31	11	advancements	advancement	NOUN
cana-521	31	12	,	,	PUNCT
cana-521	31	13	the	the	DET
cana-521	31	14	widespread	widespread	ADJ
cana-521	31	15	adoption	adoption	NOUN
cana-521	31	16	of	of	ADP
cana-521	31	17	autonomous	autonomous	ADJ
cana-521	31	18	internet	internet	NOUN
cana-521	31	19	of	of	ADP
cana-521	31	20	things	thing	NOUN
cana-521	31	21	(	(	PUNCT
cana-521	31	22	iot	iot	NOUN
cana-521	31	23	)	)	PUNCT
cana-521	31	24	devices	device	NOUN
cana-521	31	25	presents	present	VERB
cana-521	31	26	a	a	DET
cana-521	31	27	multitude	multitude	NOUN
cana-521	31	28	of	of	ADP
cana-521	31	29	privacy	privacy	NOUN
cana-521	31	30	concerns	concern	NOUN
cana-521	31	31	[	[	X
cana-521	31	32	6	6	NUM
cana-521	31	33	]	]	PUNCT
cana-521	31	34	.	.	PUNCT
cana-521	32	1	the	the	DET
cana-521	32	2	issues	issue	NOUN
cana-521	32	3	arise	arise	VERB
cana-521	32	4	due	due	ADP
cana-521	32	5	to	to	ADP
cana-521	32	6	the	the	DET
cana-521	32	7	considerable	considerable	ADJ
cana-521	32	8	amount	amount	NOUN
cana-521	32	9	and	and	CCONJ
cana-521	32	10	sensitivity	sensitivity	NOUN
cana-521	32	11	of	of	ADP
cana-521	32	12	the	the	DET
cana-521	32	13	obtained	obtain	VERB
cana-521	32	14	data	datum	NOUN
cana-521	32	15	,	,	PUNCT
cana-521	32	16	the	the	DET
cana-521	32	17	frequently	frequently	ADV
cana-521	32	18	independent	independent	ADJ
cana-521	32	19	decision	decision	NOUN
cana-521	32	20	-	-	PUNCT
cana-521	32	21	making	make	VERB
cana-521	32	22	processes	process	NOUN
cana-521	32	23	,	,	PUNCT
cana-521	32	24	and	and	CCONJ
cana-521	32	25	the	the	DET
cana-521	32	26	possibility	possibility	NOUN
cana-521	32	27	of	of	ADP
cana-521	32	28	data	datum	NOUN
cana-521	32	29	breaches	breach	NOUN
cana-521	32	30	or	or	CCONJ
cana-521	32	31	improper	improper	ADJ
cana-521	32	32	utilization	utilization	NOUN
cana-521	32	33	.	.	PUNCT
cana-521	33	1	additionally	additionally	ADV
cana-521	33	2	,	,	PUNCT
cana-521	33	3	the	the	DET
cana-521	33	4	general	general	ADJ
cana-521	33	5	data	data	PROPN
cana-521	33	6	protection	protection	NOUN
cana-521	33	7	regulation	regulation	NOUN
cana-521	33	8	(	(	PUNCT
cana-521	33	9	gdpr	gdpr	NOUN
cana-521	33	10	)	)	PUNCT
cana-521	33	11	in	in	ADP
cana-521	33	12	europe	europe	PROPN
cana-521	33	13	,	,	PUNCT
cana-521	33	14	which	which	PRON
cana-521	33	15	serves	serve	VERB
cana-521	33	16	as	as	ADP
cana-521	33	17	an	an	DET
cana-521	33	18	example	example	NOUN
cana-521	33	19	of	of	ADP
cana-521	33	20	evolving	evolve	VERB
cana-521	33	21	data	datum	NOUN
cana-521	33	22	protection	protection	NOUN
cana-521	33	23	legislation	legislation	NOUN
cana-521	33	24	,	,	PUNCT
cana-521	33	25	imposes	impose	VERB
cana-521	33	26	the	the	DET
cana-521	33	27	requirement	requirement	NOUN
cana-521	33	28	for	for	ADP
cana-521	33	29	adherence	adherence	NOUN
cana-521	33	30	to	to	ADP
cana-521	33	31	and	and	CCONJ
cana-521	33	32	responsibility	responsibility	NOUN
cana-521	33	33	in	in	ADP
cana-521	33	34	the	the	DET
cana-521	33	35	management	management	NOUN
cana-521	33	36	of	of	ADP
cana-521	33	37	data	datum	NOUN
cana-521	33	38	[	[	X
cana-521	33	39	7	7	X
cana-521	33	40	]	]	X
cana-521	33	41	[	[	X
cana-521	33	42	8	8	NUM
cana-521	33	43	]	]	PUNCT
cana-521	33	44	.	.	PUNCT
cana-521	34	1	the	the	DET
cana-521	34	2	primary	primary	ADJ
cana-521	34	3	focus	focus	NOUN
cana-521	34	4	of	of	ADP
cana-521	34	5	this	this	DET
cana-521	34	6	study	study	NOUN
cana-521	34	7	revolves	revolve	VERB
cana-521	34	8	around	around	ADP
cana-521	34	9	the	the	DET
cana-521	34	10	issue	issue	NOUN
cana-521	34	11	of	of	ADP
cana-521	34	12	establishing	establish	VERB
cana-521	34	13	a	a	DET
cana-521	34	14	strong	strong	ADJ
cana-521	34	15	guarantee	guarantee	NOUN
cana-521	34	16	of	of	ADP
cana-521	34	17	privacy	privacy	NOUN
cana-521	34	18	within	within	ADP
cana-521	34	19	autonomous	autonomous	ADJ
cana-521	34	20	internet	internet	NOUN
cana-521	34	21	of	of	ADP
cana-521	34	22	things	thing	NOUN
cana-521	34	23	(	(	PUNCT
cana-521	34	24	iot	iot	NOUN
cana-521	34	25	)	)	PUNCT
cana-521	34	26	systems	system	NOUN
cana-521	34	27	.	.	PUNCT
cana-521	35	1	this	this	PRON
cana-521	35	2	entails	entail	VERB
cana-521	35	3	developing	develop	VERB
cana-521	35	4	a	a	DET
cana-521	35	5	comprehensive	comprehensive	ADJ
cana-521	35	6	framework	framework	NOUN
cana-521	35	7	that	that	PRON
cana-521	35	8	safeguards	safeguard	VERB
cana-521	35	9	individual	individual	ADJ
cana-521	35	10	privacy	privacy	NOUN
cana-521	35	11	rights	right	NOUN
cana-521	35	12	while	while	SCONJ
cana-521	35	13	harnessing	harness	VERB
cana-521	35	14	the	the	DET
cana-521	35	15	potential	potential	NOUN
cana-521	35	16	of	of	ADP
cana-521	35	17	ai	ai	NOUN
cana-521	35	18	and	and	CCONJ
cana-521	35	19	deep	deep	ADJ
cana-521	35	20	learning	learning	NOUN
cana-521	35	21	for	for	ADP
cana-521	35	22	autonomous	autonomous	ADJ
cana-521	35	23	decision	decision	NOUN
cana-521	35	24	-	-	PUNCT
cana-521	35	25	making	making	NOUN
cana-521	35	26	.	.	PUNCT
cana-521	36	1	to	to	PART
cana-521	36	2	design	design	VERB
cana-521	36	3	a	a	DET
cana-521	36	4	holistic	holistic	ADJ
cana-521	36	5	framework	framework	NOUN
cana-521	36	6	for	for	ADP
cana-521	36	7	privacy	privacy	NOUN
cana-521	36	8	assurance	assurance	NOUN
cana-521	36	9	in	in	ADP
cana-521	36	10	autonomous	autonomous	ADJ
cana-521	36	11	iot	iot	PROPN
cana-521	36	12	systems	system	NOUN
cana-521	36	13	(	(	PUNCT
cana-521	36	14	pais	pais	PROPN
cana-521	36	15	)	)	PUNCT
cana-521	36	16	that	that	PRON
cana-521	36	17	integrates	integrate	VERB
cana-521	36	18	state	state	NOUN
cana-521	36	19	-	-	PUNCT
cana-521	36	20	of	of	ADP
cana-521	36	21	-	-	PUNCT
cana-521	36	22	the	the	DET
cana-521	36	23	-	-	PUNCT
cana-521	36	24	art	art	NOUN
cana-521	36	25	technologies	technology	NOUN
cana-521	36	26	and	and	CCONJ
cana-521	36	27	best	good	ADJ
cana-521	36	28	practices	practice	NOUN
cana-521	36	29	.	.	PUNCT
cana-521	37	1	to	to	PART
cana-521	37	2	develop	develop	VERB
cana-521	37	3	advanced	advanced	ADJ
cana-521	37	4	encryption	encryption	NOUN
cana-521	37	5	,	,	PUNCT
cana-521	37	6	access	access	NOUN
cana-521	37	7	control	control	NOUN
cana-521	37	8	,	,	PUNCT
cana-521	37	9	and	and	CCONJ
cana-521	37	10	anonymization	anonymization	NOUN
cana-521	37	11	mechanisms	mechanism	NOUN
cana-521	37	12	to	to	PART
cana-521	37	13	ensure	ensure	VERB
cana-521	37	14	data	datum	NOUN
cana-521	37	15	confidentiality	confidentiality	NOUN
cana-521	37	16	.	.	PUNCT
cana-521	38	1	to	to	PART
cana-521	38	2	implement	implement	VERB
cana-521	38	3	differential	differential	ADJ
cana-521	38	4	privacy	privacy	NOUN
cana-521	38	5	techniques	technique	NOUN
cana-521	38	6	to	to	PART
cana-521	38	7	protect	protect	VERB
cana-521	38	8	the	the	DET
cana-521	38	9	identities	identity	NOUN
cana-521	38	10	of	of	ADP
cana-521	38	11	individuals	individual	NOUN
cana-521	38	12	within	within	ADP
cana-521	38	13	data	datum	NOUN
cana-521	38	14	streams	stream	NOUN
cana-521	38	15	.	.	PUNCT
cana-521	39	1	to	to	PART
cana-521	39	2	introduce	introduce	VERB
cana-521	39	3	ai	ai	NOUN
cana-521	39	4	-	-	PUNCT
cana-521	39	5	driven	drive	VERB
cana-521	39	6	privacy	privacy	NOUN
cana-521	39	7	monitoring	monitoring	NOUN
cana-521	39	8	for	for	ADP
cana-521	39	9	real	real	ADJ
cana-521	39	10	-	-	PUNCT
cana-521	39	11	time	time	NOUN
cana-521	39	12	anomaly	anomaly	NOUN
cana-521	39	13	detection	detection	NOUN
cana-521	39	14	and	and	CCONJ
cana-521	39	15	rapid	rapid	ADJ
cana-521	39	16	response	response	NOUN
cana-521	39	17	.	.	PUNCT
cana-521	40	1	to	to	PART
cana-521	40	2	ensure	ensure	VERB
cana-521	40	3	compliance	compliance	NOUN
cana-521	40	4	with	with	ADP
cana-521	40	5	evolving	evolve	VERB
cana-521	40	6	data	datum	NOUN
cana-521	40	7	protection	protection	NOUN
cana-521	40	8	regulations	regulation	NOUN
cana-521	40	9	and	and	CCONJ
cana-521	40	10	ethical	ethical	ADJ
cana-521	40	11	considerations	consideration	NOUN
cana-521	40	12	.	.	PUNCT
cana-521	41	1	to	to	PART
cana-521	41	2	promote	promote	VERB
cana-521	41	3	a	a	DET
cana-521	41	4	privacy	privacy	NOUN
cana-521	41	5	-	-	PUNCT
cana-521	41	6	by	by	ADP
cana-521	41	7	-	-	PUNCT
cana-521	41	8	design	design	NOUN
cana-521	41	9	approach	approach	NOUN
cana-521	41	10	that	that	PRON
cana-521	41	11	embeds	embed	VERB
cana-521	41	12	privacy	privacy	NOUN
cana-521	41	13	considerations	consideration	NOUN
cana-521	41	14	from	from	ADP
cana-521	41	15	the	the	DET
cana-521	41	16	inception	inception	NOUN
cana-521	41	17	of	of	ADP
cana-521	41	18	iot	iot	NOUN
cana-521	41	19	systems	system	NOUN
cana-521	41	20	.	.	PUNCT
cana-521	42	1	to	to	PART
cana-521	42	2	conduct	conduct	VERB
cana-521	42	3	regular	regular	ADJ
cana-521	42	4	risk	risk	NOUN
cana-521	42	5	assessments	assessment	NOUN
cana-521	42	6	and	and	CCONJ
cana-521	42	7	provide	provide	VERB
cana-521	42	8	education	education	NOUN
cana-521	42	9	and	and	CCONJ
cana-521	42	10	training	training	NOUN
cana-521	42	11	programs	program	NOUN
cana-521	42	12	for	for	ADP
cana-521	42	13	stakeholders	stakeholder	NOUN
cana-521	42	14	.	.	PUNCT
cana-521	43	1	the	the	DET
cana-521	43	2	novelty	novelty	NOUN
cana-521	43	3	of	of	ADP
cana-521	43	4	this	this	DET
cana-521	43	5	research	research	NOUN
cana-521	43	6	lies	lie	VERB
cana-521	43	7	in	in	ADP
cana-521	43	8	the	the	DET
cana-521	43	9	development	development	NOUN
cana-521	43	10	of	of	ADP
cana-521	43	11	the	the	DET
cana-521	43	12	pais	pais	PROPN
cana-521	43	13	framework	framework	PROPN
cana-521	43	14	,	,	PUNCT
cana-521	43	15	which	which	PRON
cana-521	43	16	addresses	address	VERB
cana-521	43	17	the	the	DET
cana-521	43	18	pressing	press	VERB
cana-521	43	19	need	need	NOUN
cana-521	43	20	for	for	ADP
cana-521	43	21	privacy	privacy	NOUN
cana-521	43	22	assurance	assurance	NOUN
cana-521	43	23	in	in	ADP
cana-521	43	24	the	the	DET
cana-521	43	25	age	age	NOUN
cana-521	43	26	of	of	ADP
cana-521	43	27	autonomous	autonomous	ADJ
cana-521	43	28	iot	iot	PROPN
cana-521	43	29	systems	system	NOUN
cana-521	43	30	.	.	PUNCT
cana-521	44	1	its	its	PRON
cana-521	44	2	innovative	innovative	ADJ
cana-521	44	3	aspects	aspect	NOUN
cana-521	44	4	include	include	VERB
cana-521	44	5	the	the	DET
cana-521	44	6	integration	integration	NOUN
cana-521	44	7	of	of	ADP
cana-521	44	8	ai	ai	ADJ
cana-521	44	9	-	-	PUNCT
cana-521	44	10	driven	drive	VERB
cana-521	44	11	privacy	privacy	NOUN
cana-521	44	12	monitoring	monitoring	NOUN
cana-521	44	13	,	,	PUNCT
cana-521	44	14	ethical	ethical	ADJ
cana-521	44	15	considerations	consideration	NOUN
cana-521	44	16	,	,	PUNCT
cana-521	44	17	and	and	CCONJ
cana-521	44	18	the	the	DET
cana-521	44	19	emphasis	emphasis	NOUN
cana-521	44	20	on	on	ADP
cana-521	44	21	privacy	privacy	NOUN
cana-521	44	22	by	by	ADP
cana-521	44	23	design	design	NOUN
cana-521	44	24	.	.	PUNCT
cana-521	45	1	by	by	ADP
cana-521	45	2	advancing	advance	VERB
cana-521	45	3	the	the	DET
cana-521	45	4	state	state	NOUN
cana-521	45	5	of	of	ADP
cana-521	45	6	the	the	DET
cana-521	45	7	art	art	NOUN
cana-521	45	8	in	in	ADP
cana-521	45	9	privacy	privacy	NOUN
cana-521	45	10	assurance	assurance	NOUN
cana-521	45	11	,	,	PUNCT
cana-521	45	12	this	this	DET
cana-521	45	13	communications	communication	NOUN
cana-521	45	14	on	on	ADP
cana-521	45	15	applied	apply	VERB
cana-521	45	16	nonlinear	nonlinear	ADJ
cana-521	45	17	analysis	analysis	NOUN
cana-521	45	18	issn	issn	NOUN
cana-521	45	19	:	:	PUNCT
cana-521	45	20	1074	1074	NUM
cana-521	45	21	-	-	PUNCT
cana-521	45	22	133x	133x	NUM
cana-521	45	23	vol	vol	NOUN
cana-521	45	24	31	31	NUM
cana-521	45	25	no	no	NOUN
cana-521	45	26	.	.	NOUN
cana-521	45	27	2	2	NUM
cana-521	45	28	(	(	PUNCT
cana-521	45	29	2024	2024	NUM
cana-521	45	30	)	)	PUNCT
cana-521	45	31	85	85	NUM
cana-521	45	32	https://internationalpubls.com	https://internationalpubls.com	X
cana-521	45	33	research	research	NOUN
cana-521	45	34	contributes	contribute	VERB
cana-521	45	35	to	to	ADP
cana-521	45	36	responsible	responsible	ADJ
cana-521	45	37	and	and	CCONJ
cana-521	45	38	ethical	ethical	ADJ
cana-521	45	39	deployment	deployment	NOUN
cana-521	45	40	of	of	ADP
cana-521	45	41	autonomous	autonomous	ADJ
cana-521	45	42	iot	iot	NOUN
cana-521	45	43	technologies	technology	NOUN
cana-521	45	44	across	across	ADP
cana-521	45	45	diverse	diverse	ADJ
cana-521	45	46	sectors	sector	NOUN
cana-521	45	47	.	.	PUNCT
cana-521	46	1	it	it	PRON
cana-521	46	2	instills	instill	VERB
cana-521	46	3	confidence	confidence	NOUN
cana-521	46	4	in	in	ADP
cana-521	46	5	individuals	individual	NOUN
cana-521	46	6	and	and	CCONJ
cana-521	46	7	organizations	organization	NOUN
cana-521	46	8	that	that	PRON
cana-521	46	9	their	their	PRON
cana-521	46	10	data	datum	NOUN
cana-521	46	11	remains	remain	VERB
cana-521	46	12	secure	secure	ADJ
cana-521	46	13	and	and	CCONJ
cana-521	46	14	their	their	PRON
cana-521	46	15	privacy	privacy	NOUN
cana-521	46	16	respected	respect	VERB
cana-521	46	17	within	within	ADP
cana-521	46	18	this	this	DET
cana-521	46	19	evolving	evolve	VERB
cana-521	46	20	landscape	landscape	NOUN
cana-521	46	21	.	.	PUNCT
cana-521	47	1	2	2	X
cana-521	47	2	.	.	X
cana-521	47	3	related	relate	VERB
cana-521	47	4	works	work	VERB
cana-521	47	5	the	the	DET
cana-521	47	6	work	work	NOUN
cana-521	47	7	in	in	ADP
cana-521	47	8	[	[	X
cana-521	47	9	9	9	NUM
cana-521	47	10	]	]	PUNCT
cana-521	47	11	addresses	address	VERB
cana-521	47	12	the	the	DET
cana-521	47	13	challenge	challenge	NOUN
cana-521	47	14	of	of	ADP
cana-521	47	15	preserving	preserve	VERB
cana-521	47	16	privacy	privacy	NOUN
cana-521	47	17	in	in	ADP
cana-521	47	18	iot	iot	PROPN
cana-521	47	19	data	datum	NOUN
cana-521	47	20	analytics	analytic	NOUN
cana-521	47	21	.	.	PUNCT
cana-521	48	1	the	the	DET
cana-521	48	2	authors	author	NOUN
cana-521	48	3	propose	propose	VERB
cana-521	48	4	a	a	DET
cana-521	48	5	novel	novel	ADJ
cana-521	48	6	approach	approach	NOUN
cana-521	48	7	that	that	PRON
cana-521	48	8	combines	combine	VERB
cana-521	48	9	differential	differential	ADJ
cana-521	48	10	privacy	privacy	NOUN
cana-521	48	11	techniques	technique	NOUN
cana-521	48	12	with	with	ADP
cana-521	48	13	secure	secure	ADJ
cana-521	48	14	multiparty	multiparty	ADJ
cana-521	48	15	computation	computation	NOUN
cana-521	48	16	to	to	PART
cana-521	48	17	enable	enable	VERB
cana-521	48	18	data	datum	NOUN
cana-521	48	19	analysis	analysis	NOUN
cana-521	48	20	without	without	ADP
cana-521	48	21	compromising	compromise	VERB
cana-521	48	22	individual	individual	ADJ
cana-521	48	23	privacy	privacy	NOUN
cana-521	48	24	.	.	PUNCT
cana-521	49	1	the	the	DET
cana-521	49	2	study	study	NOUN
cana-521	49	3	explores	explore	VERB
cana-521	49	4	practical	practical	ADJ
cana-521	49	5	implementations	implementation	NOUN
cana-521	49	6	and	and	CCONJ
cana-521	49	7	showcases	showcase	VERB
cana-521	49	8	promising	promise	VERB
cana-521	49	9	results	result	NOUN
cana-521	49	10	for	for	ADP
cana-521	49	11	safeguarding	safeguard	VERB
cana-521	49	12	sensitive	sensitive	ADJ
cana-521	49	13	information	information	NOUN
cana-521	49	14	in	in	ADP
cana-521	49	15	iot	iot	ADJ
cana-521	49	16	applications	application	NOUN
cana-521	49	17	.	.	PUNCT
cana-521	50	1	this	this	DET
cana-521	50	2	research	research	NOUN
cana-521	50	3	in	in	ADP
cana-521	50	4	[	[	X
cana-521	50	5	10	10	NUM
cana-521	50	6	]	]	PUNCT
cana-521	50	7	focuses	focus	VERB
cana-521	50	8	on	on	ADP
cana-521	50	9	enhancing	enhance	VERB
cana-521	50	10	security	security	NOUN
cana-521	50	11	within	within	ADP
cana-521	50	12	iot	iot	ADJ
cana-521	50	13	systems	system	NOUN
cana-521	50	14	by	by	ADP
cana-521	50	15	leveraging	leverage	VERB
cana-521	50	16	deep	deep	ADJ
cana-521	50	17	learning	learning	NOUN
cana-521	50	18	algorithms	algorithm	NOUN
cana-521	50	19	for	for	ADP
cana-521	50	20	anomaly	anomaly	NOUN
cana-521	50	21	detection	detection	NOUN
cana-521	50	22	.	.	PUNCT
cana-521	51	1	the	the	DET
cana-521	51	2	authors	author	NOUN
cana-521	51	3	investigate	investigate	VERB
cana-521	51	4	the	the	DET
cana-521	51	5	effectiveness	effectiveness	NOUN
cana-521	51	6	of	of	ADP
cana-521	51	7	various	various	ADJ
cana-521	51	8	deep	deep	ADJ
cana-521	51	9	learning	learning	NOUN
cana-521	51	10	models	model	NOUN
cana-521	51	11	in	in	ADP
cana-521	51	12	identifying	identify	VERB
cana-521	51	13	unusual	unusual	ADJ
cana-521	51	14	patterns	pattern	NOUN
cana-521	51	15	and	and	CCONJ
cana-521	51	16	potential	potential	ADJ
cana-521	51	17	security	security	NOUN
cana-521	51	18	breaches	breach	NOUN
cana-521	51	19	in	in	ADP
cana-521	51	20	iot	iot	PROPN
cana-521	51	21	data	datum	NOUN
cana-521	51	22	streams	stream	NOUN
cana-521	51	23	.	.	PUNCT
cana-521	52	1	their	their	PRON
cana-521	52	2	findings	finding	NOUN
cana-521	52	3	contribute	contribute	VERB
cana-521	52	4	to	to	ADP
cana-521	52	5	the	the	DET
cana-521	52	6	development	development	NOUN
cana-521	52	7	of	of	ADP
cana-521	52	8	robust	robust	ADJ
cana-521	52	9	security	security	NOUN
cana-521	52	10	mechanisms	mechanism	NOUN
cana-521	52	11	in	in	ADP
cana-521	52	12	autonomous	autonomous	ADJ
cana-521	52	13	iot	iot	ADJ
cana-521	52	14	environments	environment	NOUN
cana-521	52	15	.	.	PUNCT
cana-521	53	1	the	the	DET
cana-521	53	2	research	research	NOUN
cana-521	53	3	in	in	ADP
cana-521	53	4	[	[	X
cana-521	53	5	11	11	NUM
cana-521	53	6	]	]	PUNCT
cana-521	53	7	examines	examine	VERB
cana-521	53	8	the	the	DET
cana-521	53	9	landscape	landscape	NOUN
cana-521	53	10	of	of	ADP
cana-521	53	11	data	datum	NOUN
cana-521	53	12	protection	protection	NOUN
cana-521	53	13	regulations	regulation	NOUN
cana-521	53	14	relevant	relevant	ADJ
cana-521	53	15	to	to	ADP
cana-521	53	16	iot	iot	PROPN
cana-521	53	17	systems	system	NOUN
cana-521	53	18	,	,	PUNCT
cana-521	53	19	such	such	ADJ
cana-521	53	20	as	as	ADP
cana-521	53	21	gdpr	gdpr	NOUN
cana-521	53	22	,	,	PUNCT
cana-521	53	23	and	and	CCONJ
cana-521	53	24	ccpa	ccpa	VERB
cana-521	53	25	.	.	PUNCT
cana-521	54	1	the	the	DET
cana-521	54	2	authors	author	NOUN
cana-521	54	3	analyze	analyze	VERB
cana-521	54	4	the	the	DET
cana-521	54	5	challenges	challenge	NOUN
cana-521	54	6	iot	iot	NOUN
cana-521	54	7	practitioners	practitioner	NOUN
cana-521	54	8	face	face	VERB
cana-521	54	9	in	in	ADP
cana-521	54	10	achieving	achieve	VERB
cana-521	54	11	compliance	compliance	NOUN
cana-521	54	12	and	and	CCONJ
cana-521	54	13	discuss	discuss	VERB
cana-521	54	14	best	good	ADJ
cana-521	54	15	practices	practice	NOUN
cana-521	54	16	and	and	CCONJ
cana-521	54	17	emerging	emerge	VERB
cana-521	54	18	technologies	technology	NOUN
cana-521	54	19	for	for	ADP
cana-521	54	20	ensuring	ensure	VERB
cana-521	54	21	adherence	adherence	NOUN
cana-521	54	22	to	to	ADP
cana-521	54	23	these	these	DET
cana-521	54	24	regulations	regulation	NOUN
cana-521	54	25	while	while	SCONJ
cana-521	54	26	maintaining	maintain	VERB
cana-521	54	27	efficient	efficient	ADJ
cana-521	54	28	iot	iot	ADJ
cana-521	54	29	operations	operation	NOUN
cana-521	54	30	.	.	PUNCT
cana-521	55	1	the	the	DET
cana-521	55	2	work	work	NOUN
cana-521	55	3	in	in	ADP
cana-521	55	4	[	[	X
cana-521	55	5	12	12	NUM
cana-521	55	6	]	]	PUNCT
cana-521	55	7	delves	delf	NOUN
cana-521	55	8	into	into	ADP
cana-521	55	9	the	the	DET
cana-521	55	10	ethical	ethical	ADJ
cana-521	55	11	dimensions	dimension	NOUN
cana-521	55	12	of	of	ADP
cana-521	55	13	autonomous	autonomous	ADJ
cana-521	55	14	decision	decision	NOUN
cana-521	55	15	-	-	PUNCT
cana-521	55	16	making	making	NOUN
cana-521	55	17	in	in	ADP
cana-521	55	18	iot	iot	NOUN
cana-521	55	19	systems	system	NOUN
cana-521	55	20	.	.	PUNCT
cana-521	56	1	it	it	PRON
cana-521	56	2	explores	explore	VERB
cana-521	56	3	the	the	DET
cana-521	56	4	potential	potential	ADJ
cana-521	56	5	biases	bias	NOUN
cana-521	56	6	that	that	PRON
cana-521	56	7	may	may	AUX
cana-521	56	8	emerge	emerge	VERB
cana-521	56	9	from	from	ADP
cana-521	56	10	ai	ai	PRON
cana-521	56	11	algorithms	algorithm	NOUN
cana-521	56	12	and	and	CCONJ
cana-521	56	13	their	their	PRON
cana-521	56	14	impact	impact	NOUN
cana-521	56	15	on	on	ADP
cana-521	56	16	privacy	privacy	NOUN
cana-521	56	17	.	.	PUNCT
cana-521	57	1	the	the	DET
cana-521	57	2	proposed	propose	VERB
cana-521	57	3	framework	framework	NOUN
cana-521	57	4	by	by	ADP
cana-521	57	5	the	the	DET
cana-521	57	6	authors	author	NOUN
cana-521	57	7	presents	present	VERB
cana-521	57	8	a	a	DET
cana-521	57	9	comprehensive	comprehensive	ADJ
cana-521	57	10	approach	approach	NOUN
cana-521	57	11	to	to	ADP
cana-521	57	12	the	the	DET
cana-521	57	13	deployment	deployment	NOUN
cana-521	57	14	of	of	ADP
cana-521	57	15	ethical	ethical	ADJ
cana-521	57	16	artificial	artificial	ADJ
cana-521	57	17	intelligence	intelligence	NOUN
cana-521	57	18	(	(	PUNCT
cana-521	57	19	ai	ai	NOUN
cana-521	57	20	)	)	PUNCT
cana-521	57	21	in	in	ADP
cana-521	57	22	the	the	DET
cana-521	57	23	internet	internet	NOUN
cana-521	57	24	of	of	ADP
cana-521	57	25	things	thing	NOUN
cana-521	57	26	(	(	PUNCT
cana-521	57	27	iot	iot	NOUN
cana-521	57	28	)	)	PUNCT
cana-521	57	29	context	context	NOUN
cana-521	57	30	.	.	PUNCT
cana-521	58	1	the	the	DET
cana-521	58	2	framework	framework	NOUN
cana-521	58	3	places	place	VERB
cana-521	58	4	significant	significant	ADJ
cana-521	58	5	emphasis	emphasis	NOUN
cana-521	58	6	on	on	ADP
cana-521	58	7	the	the	DET
cana-521	58	8	principles	principle	NOUN
cana-521	58	9	of	of	ADP
cana-521	58	10	openness	openness	NOUN
cana-521	58	11	,	,	PUNCT
cana-521	58	12	fairness	fairness	NOUN
cana-521	58	13	,	,	PUNCT
cana-521	58	14	and	and	CCONJ
cana-521	58	15	accountability	accountability	NOUN
cana-521	58	16	,	,	PUNCT
cana-521	58	17	which	which	PRON
cana-521	58	18	are	be	AUX
cana-521	58	19	deemed	deem	VERB
cana-521	58	20	crucial	crucial	ADJ
cana-521	58	21	elements	element	NOUN
cana-521	58	22	in	in	ADP
cana-521	58	23	ensuring	ensure	VERB
cana-521	58	24	responsible	responsible	ADJ
cana-521	58	25	design	design	NOUN
cana-521	58	26	practices	practice	NOUN
cana-521	58	27	within	within	ADP
cana-521	58	28	the	the	DET
cana-521	58	29	iot	iot	NOUN
cana-521	58	30	domain	domain	NOUN
cana-521	58	31	.	.	PUNCT
cana-521	59	1	the	the	DET
cana-521	59	2	aforementioned	aforementione	VERB
cana-521	59	3	works	work	NOUN
cana-521	59	4	jointly	jointly	ADV
cana-521	59	5	contribute	contribute	VERB
cana-521	59	6	to	to	ADP
cana-521	59	7	the	the	DET
cana-521	59	8	ongoing	ongoing	ADJ
cana-521	59	9	development	development	NOUN
cana-521	59	10	of	of	ADP
cana-521	59	11	privacy	privacy	NOUN
cana-521	59	12	assurance	assurance	NOUN
cana-521	59	13	and	and	CCONJ
cana-521	59	14	security	security	NOUN
cana-521	59	15	in	in	ADP
cana-521	59	16	internet	internet	NOUN
cana-521	59	17	of	of	ADP
cana-521	59	18	things	thing	NOUN
cana-521	59	19	(	(	PUNCT
cana-521	59	20	iot	iot	NOUN
cana-521	59	21	)	)	PUNCT
cana-521	59	22	systems	system	NOUN
cana-521	59	23	.	.	PUNCT
cana-521	60	1	the	the	DET
cana-521	60	2	aforementioned	aforementioned	ADJ
cana-521	60	3	issues	issue	NOUN
cana-521	60	4	pertain	pertain	VERB
cana-521	60	5	to	to	ADP
cana-521	60	6	the	the	DET
cana-521	60	7	preservation	preservation	NOUN
cana-521	60	8	of	of	ADP
cana-521	60	9	personal	personal	ADJ
cana-521	60	10	privacy	privacy	NOUN
cana-521	60	11	,	,	PUNCT
cana-521	60	12	the	the	DET
cana-521	60	13	security	security	NOUN
cana-521	60	14	of	of	ADP
cana-521	60	15	internet	internet	NOUN
cana-521	60	16	of	of	ADP
cana-521	60	17	things	thing	NOUN
cana-521	60	18	(	(	PUNCT
cana-521	60	19	iot	iot	NOUN
cana-521	60	20	)	)	PUNCT
cana-521	60	21	data	datum	NOUN
cana-521	60	22	,	,	PUNCT
cana-521	60	23	the	the	DET
cana-521	60	24	adherence	adherence	NOUN
cana-521	60	25	to	to	ADP
cana-521	60	26	legislative	legislative	ADJ
cana-521	60	27	requirements	requirement	NOUN
cana-521	60	28	,	,	PUNCT
cana-521	60	29	and	and	CCONJ
cana-521	60	30	the	the	DET
cana-521	60	31	promotion	promotion	NOUN
cana-521	60	32	of	of	ADP
cana-521	60	33	ethical	ethical	ADJ
cana-521	60	34	practices	practice	NOUN
cana-521	60	35	in	in	ADP
cana-521	60	36	the	the	DET
cana-521	60	37	field	field	NOUN
cana-521	60	38	of	of	ADP
cana-521	60	39	artificial	artificial	ADJ
cana-521	60	40	intelligence	intelligence	NOUN
cana-521	60	41	(	(	PUNCT
cana-521	60	42	ai	ai	NOUN
cana-521	60	43	)	)	PUNCT
cana-521	60	44	.	.	PUNCT
cana-521	61	1	the	the	DET
cana-521	61	2	discoveries	discovery	NOUN
cana-521	61	3	and	and	CCONJ
cana-521	61	4	approaches	approach	NOUN
cana-521	61	5	presented	present	VERB
cana-521	61	6	in	in	ADP
cana-521	61	7	this	this	DET
cana-521	61	8	research	research	NOUN
cana-521	61	9	provide	provide	VERB
cana-521	61	10	significant	significant	ADJ
cana-521	61	11	contributions	contribution	NOUN
cana-521	61	12	for	for	ADP
cana-521	61	13	scholars	scholar	NOUN
cana-521	61	14	,	,	PUNCT
cana-521	61	15	practitioners	practitioner	NOUN
cana-521	61	16	,	,	PUNCT
cana-521	61	17	and	and	CCONJ
cana-521	61	18	decision	decision	NOUN
cana-521	61	19	-	-	PUNCT
cana-521	61	20	makers	maker	NOUN
cana-521	61	21	operating	operate	VERB
cana-521	61	22	in	in	ADP
cana-521	61	23	the	the	DET
cana-521	61	24	ever	ever	ADV
cana-521	61	25	-	-	PUNCT
cana-521	61	26	evolving	evolve	VERB
cana-521	61	27	fields	field	NOUN
cana-521	61	28	of	of	ADP
cana-521	61	29	the	the	DET
cana-521	61	30	internet	internet	NOUN
cana-521	61	31	of	of	ADP
cana-521	61	32	things	thing	NOUN
cana-521	61	33	(	(	PUNCT
cana-521	61	34	iot	iot	NOUN
cana-521	61	35	)	)	PUNCT
cana-521	61	36	,	,	PUNCT
cana-521	61	37	privacy	privacy	NOUN
cana-521	61	38	,	,	PUNCT
cana-521	61	39	and	and	CCONJ
cana-521	61	40	security	security	NOUN
cana-521	61	41	.	.	PUNCT
cana-521	62	1	proposed	propose	VERB
cana-521	62	2	method	method	NOUN
cana-521	62	3	the	the	DET
cana-521	62	4	primary	primary	ADJ
cana-521	62	5	objective	objective	NOUN
cana-521	62	6	of	of	ADP
cana-521	62	7	the	the	DET
cana-521	62	8	strategy	strategy	NOUN
cana-521	62	9	suggested	suggest	VERB
cana-521	62	10	in	in	ADP
cana-521	62	11	this	this	DET
cana-521	62	12	study	study	NOUN
cana-521	62	13	is	be	AUX
cana-521	62	14	to	to	PART
cana-521	62	15	effectively	effectively	ADV
cana-521	62	16	tackle	tackle	VERB
cana-521	62	17	the	the	DET
cana-521	62	18	various	various	ADJ
cana-521	62	19	issues	issue	NOUN
cana-521	62	20	associated	associate	VERB
cana-521	62	21	with	with	ADP
cana-521	62	22	ensuring	ensure	VERB
cana-521	62	23	privacy	privacy	NOUN
cana-521	62	24	in	in	ADP
cana-521	62	25	autonomous	autonomous	ADJ
cana-521	62	26	internet	internet	NOUN
cana-521	62	27	of	of	ADP
cana-521	62	28	things	thing	NOUN
cana-521	62	29	(	(	PUNCT
cana-521	62	30	iot	iot	NOUN
cana-521	62	31	)	)	PUNCT
cana-521	62	32	systems	system	NOUN
cana-521	62	33	.	.	PUNCT
cana-521	63	1	the	the	DET
cana-521	63	2	proposed	propose	VERB
cana-521	63	3	framework	framework	NOUN
cana-521	63	4	utilizes	utilize	VERB
cana-521	63	5	a	a	DET
cana-521	63	6	comprehensive	comprehensive	ADJ
cana-521	63	7	strategy	strategy	NOUN
cana-521	63	8	that	that	PRON
cana-521	63	9	integrates	integrate	VERB
cana-521	63	10	cutting	cutting	NOUN
cana-521	63	11	-	-	PUNCT
cana-521	63	12	edge	edge	NOUN
cana-521	63	13	technologies	technology	NOUN
cana-521	63	14	and	and	CCONJ
cana-521	63	15	established	establish	VERB
cana-521	63	16	methodologies	methodology	NOUN
cana-521	63	17	to	to	PART
cana-521	63	18	safeguard	safeguard	VERB
cana-521	63	19	personal	personal	ADJ
cana-521	63	20	privacy	privacy	NOUN
cana-521	63	21	,	,	PUNCT
cana-521	63	22	all	all	PRON
cana-521	63	23	while	while	SCONJ
cana-521	63	24	using	use	VERB
cana-521	63	25	the	the	DET
cana-521	63	26	capabilities	capability	NOUN
cana-521	63	27	of	of	ADP
cana-521	63	28	artificial	artificial	ADJ
cana-521	63	29	intelligence	intelligence	NOUN
cana-521	63	30	and	and	CCONJ
cana-521	63	31	deep	deep	ADJ
cana-521	63	32	learning	learning	NOUN
cana-521	63	33	for	for	ADP
cana-521	63	34	independent	independent	ADJ
cana-521	63	35	decision	decision	NOUN
cana-521	63	36	-	-	PUNCT
cana-521	63	37	making	making	NOUN
cana-521	63	38	.	.	PUNCT
cana-521	64	1	one	one	NUM
cana-521	64	2	crucial	crucial	ADJ
cana-521	64	3	element	element	NOUN
cana-521	64	4	of	of	ADP
cana-521	64	5	the	the	DET
cana-521	64	6	methodology	methodology	NOUN
cana-521	64	7	entails	entail	VERB
cana-521	64	8	the	the	DET
cana-521	64	9	utilization	utilization	NOUN
cana-521	64	10	of	of	ADP
cana-521	64	11	data	datum	NOUN
cana-521	64	12	encryption	encryption	NOUN
cana-521	64	13	,	,	PUNCT
cana-521	64	14	which	which	PRON
cana-521	64	15	is	be	AUX
cana-521	64	16	applied	apply	VERB
cana-521	64	17	communications	communication	NOUN
cana-521	64	18	on	on	ADP
cana-521	64	19	applied	apply	VERB
cana-521	64	20	nonlinear	nonlinear	ADJ
cana-521	64	21	analysis	analysis	NOUN
cana-521	64	22	issn	issn	NOUN
cana-521	64	23	:	:	PUNCT
cana-521	64	24	1074	1074	NUM
cana-521	64	25	-	-	PUNCT
cana-521	64	26	133x	133x	NUM
cana-521	64	27	vol	vol	NOUN
cana-521	64	28	31	31	NUM
cana-521	64	29	no	no	NOUN
cana-521	64	30	.	.	NOUN
cana-521	64	31	2	2	NUM
cana-521	64	32	(	(	PUNCT
cana-521	64	33	2024	2024	NUM
cana-521	64	34	)	)	PUNCT
cana-521	64	35	86	86	NUM
cana-521	64	36	https://internationalpubls.com	https://internationalpubls.com	X
cana-521	64	37	to	to	PART
cana-521	64	38	ensure	ensure	VERB
cana-521	64	39	the	the	DET
cana-521	64	40	security	security	NOUN
cana-521	64	41	of	of	ADP
cana-521	64	42	data	datum	NOUN
cana-521	64	43	during	during	ADP
cana-521	64	44	both	both	DET
cana-521	64	45	transmission	transmission	NOUN
cana-521	64	46	and	and	CCONJ
cana-521	64	47	storage	storage	NOUN
cana-521	64	48	.	.	PUNCT
cana-521	65	1	this	this	DET
cana-521	65	2	measure	measure	NOUN
cana-521	65	3	guarantees	guarantee	VERB
cana-521	65	4	the	the	DET
cana-521	65	5	preservation	preservation	NOUN
cana-521	65	6	of	of	ADP
cana-521	65	7	sensitive	sensitive	ADJ
cana-521	65	8	information	information	NOUN
cana-521	65	9	confidentiality	confidentiality	NOUN
cana-521	65	10	and	and	CCONJ
cana-521	65	11	safeguards	safeguard	VERB
cana-521	65	12	it	it	PRON
cana-521	65	13	against	against	ADP
cana-521	65	14	unwanted	unwanted	ADJ
cana-521	65	15	access	access	NOUN
cana-521	65	16	.	.	PUNCT
cana-521	66	1	the	the	DET
cana-521	66	2	use	use	NOUN
cana-521	66	3	of	of	ADP
cana-521	66	4	access	access	NOUN
cana-521	66	5	control	control	NOUN
cana-521	66	6	techniques	technique	NOUN
cana-521	66	7	aims	aim	VERB
cana-521	66	8	to	to	PART
cana-521	66	9	limit	limit	VERB
cana-521	66	10	and	and	CCONJ
cana-521	66	11	control	control	NOUN
cana-521	66	12	who	who	PRON
cana-521	66	13	has	have	VERB
cana-521	66	14	access	access	NOUN
cana-521	66	15	to	to	ADP
cana-521	66	16	the	the	DET
cana-521	66	17	data	datum	NOUN
cana-521	66	18	that	that	PRON
cana-521	66	19	the	the	DET
cana-521	66	20	internet	internet	NOUN
cana-521	66	21	of	of	ADP
cana-521	66	22	things	thing	NOUN
cana-521	66	23	(	(	PUNCT
cana-521	66	24	iot	iot	NOUN
cana-521	66	25	)	)	PUNCT
cana-521	66	26	generates	generate	VERB
cana-521	66	27	as	as	ADV
cana-521	66	28	well	well	ADV
cana-521	66	29	as	as	ADP
cana-521	66	30	the	the	DET
cana-521	66	31	specific	specific	ADJ
cana-521	66	32	conditions	condition	NOUN
cana-521	66	33	that	that	PRON
cana-521	66	34	permit	permit	VERB
cana-521	66	35	such	such	ADJ
cana-521	66	36	access	access	NOUN
cana-521	66	37	.	.	PUNCT
cana-521	67	1	this	this	DET
cana-521	67	2	implementation	implementation	NOUN
cana-521	67	3	enhances	enhance	VERB
cana-521	67	4	the	the	DET
cana-521	67	5	level	level	NOUN
cana-521	67	6	of	of	ADP
cana-521	67	7	security	security	NOUN
cana-521	67	8	in	in	ADP
cana-521	67	9	order	order	NOUN
cana-521	67	10	to	to	PART
cana-521	67	11	mitigate	mitigate	VERB
cana-521	67	12	the	the	DET
cana-521	67	13	risk	risk	NOUN
cana-521	67	14	of	of	ADP
cana-521	67	15	unauthorized	unauthorized	ADJ
cana-521	67	16	individuals	individual	NOUN
cana-521	67	17	gaining	gain	VERB
cana-521	67	18	access	access	NOUN
cana-521	67	19	to	to	ADP
cana-521	67	20	confidential	confidential	ADJ
cana-521	67	21	data	datum	NOUN
cana-521	67	22	.	.	PUNCT
cana-521	68	1	the	the	DET
cana-521	68	2	strategy	strategy	NOUN
cana-521	68	3	employed	employ	VERB
cana-521	68	4	in	in	ADP
cana-521	68	5	this	this	DET
cana-521	68	6	study	study	NOUN
cana-521	68	7	integrates	integrate	NOUN
cana-521	68	8	differential	differential	ADJ
cana-521	68	9	privacy	privacy	NOUN
cana-521	68	10	techniques	technique	NOUN
cana-521	68	11	in	in	ADP
cana-521	68	12	order	order	NOUN
cana-521	68	13	to	to	PART
cana-521	68	14	safeguard	safeguard	VERB
cana-521	68	15	the	the	DET
cana-521	68	16	identities	identity	NOUN
cana-521	68	17	of	of	ADP
cana-521	68	18	individuals	individual	NOUN
cana-521	68	19	within	within	ADP
cana-521	68	20	data	datum	NOUN
cana-521	68	21	streams	stream	NOUN
cana-521	68	22	.	.	PUNCT
cana-521	69	1	the	the	DET
cana-521	69	2	application	application	NOUN
cana-521	69	3	of	of	ADP
cana-521	69	4	these	these	DET
cana-521	69	5	methodologies	methodology	NOUN
cana-521	69	6	introduces	introduce	VERB
cana-521	69	7	a	a	DET
cana-521	69	8	certain	certain	ADJ
cana-521	69	9	level	level	NOUN
cana-521	69	10	of	of	ADP
cana-521	69	11	noise	noise	NOUN
cana-521	69	12	to	to	ADP
cana-521	69	13	the	the	DET
cana-521	69	14	dataset	dataset	NOUN
cana-521	69	15	,	,	PUNCT
cana-521	69	16	safeguarding	safeguard	VERB
cana-521	69	17	the	the	DET
cana-521	69	18	general	general	ADJ
cana-521	69	19	integrity	integrity	NOUN
cana-521	69	20	of	of	ADP
cana-521	69	21	the	the	DET
cana-521	69	22	data	datum	NOUN
cana-521	69	23	while	while	SCONJ
cana-521	69	24	simultaneously	simultaneously	ADV
cana-521	69	25	ensuring	ensure	VERB
cana-521	69	26	the	the	DET
cana-521	69	27	protection	protection	NOUN
cana-521	69	28	of	of	ADP
cana-521	69	29	individual	individual	ADJ
cana-521	69	30	identities	identity	NOUN
cana-521	69	31	from	from	ADP
cana-521	69	32	being	be	AUX
cana-521	69	33	discerned	discern	VERB
cana-521	69	34	.	.	PUNCT
cana-521	70	1	a	a	DET
cana-521	70	2	new	new	ADJ
cana-521	70	3	aspect	aspect	NOUN
cana-521	70	4	of	of	ADP
cana-521	70	5	this	this	DET
cana-521	70	6	approach	approach	NOUN
cana-521	70	7	involves	involve	VERB
cana-521	70	8	the	the	DET
cana-521	70	9	incorporation	incorporation	NOUN
cana-521	70	10	of	of	ADP
cana-521	70	11	privacy	privacy	NOUN
cana-521	70	12	monitoring	monitoring	NOUN
cana-521	70	13	powered	power	VERB
cana-521	70	14	by	by	ADP
cana-521	70	15	artificial	artificial	ADJ
cana-521	70	16	intelligence	intelligence	NOUN
cana-521	70	17	.	.	PUNCT
cana-521	71	1	this	this	DET
cana-521	71	2	real	real	ADJ
cana-521	71	3	-	-	PUNCT
cana-521	71	4	time	time	NOUN
cana-521	71	5	monitoring	monitoring	NOUN
cana-521	71	6	system	system	NOUN
cana-521	71	7	constantly	constantly	ADV
cana-521	71	8	evaluates	evaluate	VERB
cana-521	71	9	the	the	DET
cana-521	71	10	data	datum	NOUN
cana-521	71	11	for	for	ADP
cana-521	71	12	potential	potential	ADJ
cana-521	71	13	breaches	breach	NOUN
cana-521	71	14	or	or	CCONJ
cana-521	71	15	anomalies	anomaly	NOUN
cana-521	71	16	.	.	PUNCT
cana-521	72	1	when	when	SCONJ
cana-521	72	2	unusual	unusual	ADJ
cana-521	72	3	patterns	pattern	NOUN
cana-521	72	4	or	or	CCONJ
cana-521	72	5	potential	potential	ADJ
cana-521	72	6	privacy	privacy	NOUN
cana-521	72	7	violations	violation	NOUN
cana-521	72	8	are	be	AUX
cana-521	72	9	detected	detect	VERB
cana-521	72	10	,	,	PUNCT
cana-521	72	11	the	the	DET
cana-521	72	12	system	system	NOUN
cana-521	72	13	triggers	trigger	VERB
cana-521	72	14	immediate	immediate	ADJ
cana-521	72	15	responses	response	NOUN
cana-521	72	16	to	to	PART
cana-521	72	17	mitigate	mitigate	VERB
cana-521	72	18	the	the	DET
cana-521	72	19	risks	risk	NOUN
cana-521	72	20	.	.	PUNCT
cana-521	73	1	the	the	DET
cana-521	73	2	method	method	NOUN
cana-521	73	3	also	also	ADV
cana-521	73	4	places	place	VERB
cana-521	73	5	a	a	DET
cana-521	73	6	strong	strong	ADJ
cana-521	73	7	emphasis	emphasis	NOUN
cana-521	73	8	on	on	ADP
cana-521	73	9	regulatory	regulatory	ADJ
cana-521	73	10	compliance	compliance	NOUN
cana-521	73	11	,	,	PUNCT
cana-521	73	12	ensuring	ensure	VERB
cana-521	73	13	that	that	SCONJ
cana-521	73	14	it	it	PRON
cana-521	73	15	aligns	align	VERB
cana-521	73	16	with	with	ADP
cana-521	73	17	evolving	evolve	VERB
cana-521	73	18	data	datum	NOUN
cana-521	73	19	protection	protection	NOUN
cana-521	73	20	regulations	regulation	NOUN
cana-521	73	21	such	such	ADJ
cana-521	73	22	as	as	ADP
cana-521	73	23	gdpr	gdpr	NOUN
cana-521	73	24	.	.	PUNCT
cana-521	74	1	it	it	PRON
cana-521	74	2	is	be	AUX
cana-521	74	3	designed	design	VERB
cana-521	74	4	to	to	PART
cana-521	74	5	facilitate	facilitate	VERB
cana-521	74	6	compliance	compliance	NOUN
cana-521	74	7	and	and	CCONJ
cana-521	74	8	accountability	accountability	NOUN
cana-521	74	9	in	in	ADP
cana-521	74	10	data	datum	NOUN
cana-521	74	11	handling	handling	NOUN
cana-521	74	12	and	and	CCONJ
cana-521	74	13	processing	processing	NOUN
cana-521	74	14	.	.	PUNCT
cana-521	75	1	the	the	DET
cana-521	75	2	proposed	propose	VERB
cana-521	75	3	method	method	NOUN
cana-521	75	4	promotes	promote	VERB
cana-521	75	5	a	a	DET
cana-521	75	6	privacy	privacy	NOUN
cana-521	75	7	by	by	ADP
cana-521	75	8	design	design	NOUN
cana-521	75	9	approach	approach	NOUN
cana-521	75	10	,	,	PUNCT
cana-521	75	11	where	where	SCONJ
cana-521	75	12	privacy	privacy	NOUN
cana-521	75	13	considerations	consideration	NOUN
cana-521	75	14	are	be	AUX
cana-521	75	15	integrated	integrate	VERB
cana-521	75	16	into	into	ADP
cana-521	75	17	the	the	DET
cana-521	75	18	development	development	NOUN
cana-521	75	19	of	of	ADP
cana-521	75	20	iot	iot	PROPN
cana-521	75	21	systems	system	NOUN
cana-521	75	22	from	from	ADP
cana-521	75	23	the	the	DET
cana-521	75	24	very	very	ADJ
cana-521	75	25	beginning	beginning	NOUN
cana-521	75	26	.	.	PUNCT
cana-521	76	1	this	this	DET
cana-521	76	2	proactive	proactive	ADJ
cana-521	76	3	approach	approach	NOUN
cana-521	76	4	aims	aim	VERB
cana-521	76	5	to	to	PART
cana-521	76	6	prevent	prevent	VERB
cana-521	76	7	privacy	privacy	NOUN
cana-521	76	8	issues	issue	NOUN
cana-521	76	9	rather	rather	ADV
cana-521	76	10	than	than	ADP
cana-521	76	11	addressing	address	VERB
cana-521	76	12	them	they	PRON
cana-521	76	13	after	after	ADP
cana-521	76	14	the	the	DET
cana-521	76	15	fact	fact	NOUN
cana-521	76	16	.	.	PUNCT
cana-521	77	1	regular	regular	ADJ
cana-521	77	2	risk	risk	NOUN
cana-521	77	3	assessments	assessment	NOUN
cana-521	77	4	are	be	AUX
cana-521	77	5	conducted	conduct	VERB
cana-521	77	6	to	to	PART
cana-521	77	7	identify	identify	VERB
cana-521	77	8	potential	potential	ADJ
cana-521	77	9	vulnerabilities	vulnerability	NOUN
cana-521	77	10	within	within	ADP
cana-521	77	11	the	the	DET
cana-521	77	12	autonomous	autonomous	ADJ
cana-521	77	13	iot	iot	NOUN
cana-521	77	14	system	system	NOUN
cana-521	77	15	,	,	PUNCT
cana-521	77	16	and	and	CCONJ
cana-521	77	17	education	education	NOUN
cana-521	77	18	and	and	CCONJ
cana-521	77	19	training	training	NOUN
cana-521	77	20	programs	program	NOUN
cana-521	77	21	are	be	AUX
cana-521	77	22	provided	provide	VERB
cana-521	77	23	to	to	ADP
cana-521	77	24	stakeholders	stakeholder	NOUN
cana-521	77	25	to	to	PART
cana-521	77	26	ensure	ensure	VERB
cana-521	77	27	that	that	SCONJ
cana-521	77	28	privacy	privacy	NOUN
cana-521	77	29	best	good	ADJ
cana-521	77	30	practices	practice	NOUN
cana-521	77	31	are	be	AUX
cana-521	77	32	followed	follow	VERB
cana-521	77	33	.	.	PUNCT
cana-521	78	1	figure	figure	NOUN
cana-521	78	2	1	1	NUM
cana-521	78	3	:	:	PUNCT
cana-521	78	4	proposed	propose	VERB
cana-521	78	5	method	method	NOUN
cana-521	78	6	data	datum	NOUN
cana-521	78	7	encryption	encryption	NOUN
cana-521	78	8	access	access	NOUN
cana-521	78	9	control	control	PROPN
cana-521	78	10	differential	differential	PROPN
cana-521	78	11	privacy	privacy	NOUN
cana-521	78	12	ai	ai	AUX
cana-521	78	13	-	-	PUNCT
cana-521	78	14	driven	drive	VERB
cana-521	78	15	monitoring	monitor	VERB
cana-521	78	16	regulatory	regulatory	ADJ
cana-521	78	17	compliance	compliance	NOUN
cana-521	78	18	risk	risk	NOUN
cana-521	78	19	assessment	assessment	NOUN
cana-521	78	20	communications	communication	NOUN
cana-521	78	21	on	on	ADP
cana-521	78	22	applied	apply	VERB
cana-521	78	23	nonlinear	nonlinear	ADJ
cana-521	78	24	analysis	analysis	NOUN
cana-521	78	25	issn	issn	NOUN
cana-521	78	26	:	:	PUNCT
cana-521	78	27	1074	1074	NUM
cana-521	78	28	-	-	PUNCT
cana-521	78	29	133x	133x	NUM
cana-521	78	30	vol	vol	NOUN
cana-521	78	31	31	31	NUM
cana-521	78	32	no	no	NOUN
cana-521	78	33	.	.	NOUN
cana-521	78	34	2	2	NUM
cana-521	78	35	(	(	PUNCT
cana-521	78	36	2024	2024	NUM
cana-521	78	37	)	)	PUNCT
cana-521	78	38	87	87	NUM
cana-521	78	39	https://internationalpubls.com	https://internationalpubls.com	X
cana-521	78	40	3.1	3.1	NUM
cana-521	78	41	.	.	PUNCT
cana-521	79	1	data	datum	NOUN
cana-521	79	2	encryption	encryption	NOUN
cana-521	79	3	data	datum	NOUN
cana-521	79	4	encryption	encryption	NOUN
cana-521	79	5	using	use	VERB
cana-521	79	6	genetic	genetic	ADJ
cana-521	79	7	systems	system	NOUN
cana-521	79	8	in	in	ADP
cana-521	79	9	iot	iot	PROPN
cana-521	79	10	systems	system	NOUN
cana-521	79	11	is	be	AUX
cana-521	79	12	a	a	DET
cana-521	79	13	novel	novel	ADJ
cana-521	79	14	approach	approach	NOUN
cana-521	79	15	to	to	ADP
cana-521	79	16	securing	secure	VERB
cana-521	79	17	sensitive	sensitive	ADJ
cana-521	79	18	data	datum	NOUN
cana-521	79	19	transmitted	transmit	VERB
cana-521	79	20	and	and	CCONJ
cana-521	79	21	stored	store	VERB
cana-521	79	22	within	within	ADP
cana-521	79	23	iot	iot	NOUN
cana-521	79	24	ecosystems	ecosystem	NOUN
cana-521	79	25	.	.	PUNCT
cana-521	80	1	this	this	DET
cana-521	80	2	technique	technique	NOUN
cana-521	80	3	draws	draw	VERB
cana-521	80	4	inspiration	inspiration	NOUN
cana-521	80	5	from	from	ADP
cana-521	80	6	genetic	genetic	ADJ
cana-521	80	7	algorithms	algorithm	NOUN
cana-521	80	8	,	,	PUNCT
cana-521	80	9	which	which	PRON
cana-521	80	10	are	be	AUX
cana-521	80	11	optimization	optimization	NOUN
cana-521	80	12	algorithms	algorithm	NOUN
cana-521	80	13	inspired	inspire	VERB
cana-521	80	14	by	by	ADP
cana-521	80	15	the	the	DET
cana-521	80	16	process	process	NOUN
cana-521	80	17	of	of	ADP
cana-521	80	18	natural	natural	ADJ
cana-521	80	19	selection	selection	NOUN
cana-521	80	20	and	and	CCONJ
cana-521	80	21	genetics	genetic	NOUN
cana-521	80	22	.	.	PUNCT
cana-521	81	1	data	datum	NOUN
cana-521	81	2	encryption	encryption	NOUN
cana-521	81	3	using	use	VERB
cana-521	81	4	genetic	genetic	ADJ
cana-521	81	5	systems	system	NOUN
cana-521	81	6	involves	involve	VERB
cana-521	81	7	leveraging	leverage	VERB
cana-521	81	8	the	the	DET
cana-521	81	9	principles	principle	NOUN
cana-521	81	10	of	of	ADP
cana-521	81	11	genetic	genetic	ADJ
cana-521	81	12	algorithms	algorithm	NOUN
cana-521	81	13	to	to	PART
cana-521	81	14	create	create	VERB
cana-521	81	15	secure	secure	ADJ
cana-521	81	16	encryption	encryption	NOUN
cana-521	81	17	keys	key	NOUN
cana-521	81	18	and	and	CCONJ
cana-521	81	19	processes	process	NOUN
cana-521	81	20	.	.	PUNCT
cana-521	82	1	the	the	DET
cana-521	82	2	idea	idea	NOUN
cana-521	82	3	is	be	AUX
cana-521	82	4	to	to	PART
cana-521	82	5	use	use	VERB
cana-521	82	6	the	the	DET
cana-521	82	7	evolutionary	evolutionary	ADJ
cana-521	82	8	principles	principle	NOUN
cana-521	82	9	of	of	ADP
cana-521	82	10	genetic	genetic	ADJ
cana-521	82	11	algorithms	algorithm	NOUN
cana-521	82	12	to	to	PART
cana-521	82	13	iteratively	iteratively	ADV
cana-521	82	14	improve	improve	VERB
cana-521	82	15	encryption	encryption	NOUN
cana-521	82	16	techniques	technique	NOUN
cana-521	82	17	,	,	PUNCT
cana-521	82	18	making	make	VERB
cana-521	82	19	them	they	PRON
cana-521	82	20	more	more	ADV
cana-521	82	21	robust	robust	ADJ
cana-521	82	22	and	and	CCONJ
cana-521	82	23	resistant	resistant	ADJ
cana-521	82	24	to	to	ADP
cana-521	82	25	attacks	attack	NOUN
cana-521	82	26	.	.	PUNCT
cana-521	83	1	initialization	initialization	NOUN
cana-521	83	2	:	:	PUNCT
cana-521	83	3	genetic	genetic	ADJ
cana-521	83	4	encryption	encryption	NOUN
cana-521	83	5	starts	start	VERB
cana-521	83	6	with	with	ADP
cana-521	83	7	the	the	DET
cana-521	83	8	generation	generation	NOUN
cana-521	83	9	of	of	ADP
cana-521	83	10	an	an	DET
cana-521	83	11	initial	initial	ADJ
cana-521	83	12	population	population	NOUN
cana-521	83	13	of	of	ADP
cana-521	83	14	encryption	encryption	NOUN
cana-521	83	15	keys	key	NOUN
cana-521	83	16	or	or	CCONJ
cana-521	83	17	algorithms	algorithm	NOUN
cana-521	83	18	.	.	PUNCT
cana-521	84	1	each	each	DET
cana-521	84	2	encryption	encryption	NOUN
cana-521	84	3	key	key	NOUN
cana-521	84	4	or	or	CCONJ
cana-521	84	5	algorithm	algorithm	NOUN
cana-521	84	6	is	be	AUX
cana-521	84	7	represented	represent	VERB
cana-521	84	8	as	as	ADP
cana-521	84	9	a	a	DET
cana-521	84	10	chromosome	chromosome	NOUN
cana-521	84	11	.	.	PUNCT
cana-521	85	1	fitness	fitness	NOUN
cana-521	85	2	evaluation	evaluation	NOUN
cana-521	85	3	:	:	PUNCT
cana-521	85	4	a	a	DET
cana-521	85	5	fitness	fitness	NOUN
cana-521	85	6	function	function	NOUN
cana-521	85	7	is	be	AUX
cana-521	85	8	defined	define	VERB
cana-521	85	9	to	to	PART
cana-521	85	10	evaluate	evaluate	VERB
cana-521	85	11	how	how	SCONJ
cana-521	85	12	well	well	ADV
cana-521	85	13	each	each	DET
cana-521	85	14	encryption	encryption	NOUN
cana-521	85	15	key	key	NOUN
cana-521	85	16	or	or	CCONJ
cana-521	85	17	algorithm	algorithm	NOUN
cana-521	85	18	performs	perform	VERB
cana-521	85	19	in	in	ADP
cana-521	85	20	terms	term	NOUN
cana-521	85	21	of	of	ADP
cana-521	85	22	data	datum	NOUN
cana-521	85	23	security	security	NOUN
cana-521	85	24	.	.	PUNCT
cana-521	86	1	this	this	DET
cana-521	86	2	function	function	NOUN
cana-521	86	3	measures	measure	VERB
cana-521	86	4	the	the	DET
cana-521	86	5	ability	ability	NOUN
cana-521	86	6	of	of	ADP
cana-521	86	7	an	an	DET
cana-521	86	8	encryption	encryption	NOUN
cana-521	86	9	key	key	NOUN
cana-521	86	10	to	to	PART
cana-521	86	11	protect	protect	VERB
cana-521	86	12	data	datum	NOUN
cana-521	86	13	from	from	ADP
cana-521	86	14	unauthorized	unauthorized	ADJ
cana-521	86	15	access	access	NOUN
cana-521	86	16	.	.	PUNCT
cana-521	87	1	selection	selection	NOUN
cana-521	87	2	:	:	PUNCT
cana-521	87	3	encryption	encryption	NOUN
cana-521	87	4	keys	key	NOUN
cana-521	87	5	or	or	CCONJ
cana-521	87	6	algorithms	algorithm	NOUN
cana-521	87	7	that	that	PRON
cana-521	87	8	demonstrate	demonstrate	VERB
cana-521	87	9	better	well	ADJ
cana-521	87	10	fitness	fitness	NOUN
cana-521	87	11	scores	score	NOUN
cana-521	87	12	are	be	AUX
cana-521	87	13	selected	select	VERB
cana-521	87	14	to	to	PART
cana-521	87	15	become	become	VERB
cana-521	87	16	parents	parent	NOUN
cana-521	87	17	for	for	ADP
cana-521	87	18	the	the	DET
cana-521	87	19	next	next	ADJ
cana-521	87	20	generation	generation	NOUN
cana-521	87	21	.	.	PUNCT
cana-521	88	1	this	this	PRON
cana-521	88	2	mimics	mimic	VERB
cana-521	88	3	the	the	DET
cana-521	88	4	concept	concept	NOUN
cana-521	88	5	of	of	ADP
cana-521	88	6	survival	survival	NOUN
cana-521	88	7	of	of	ADP
cana-521	88	8	the	the	DET
cana-521	88	9	fittest	fit	ADJ
cana-521	88	10	in	in	ADP
cana-521	88	11	genetic	genetic	ADJ
cana-521	88	12	algorithms	algorithm	NOUN
cana-521	88	13	.	.	PUNCT
cana-521	89	1	crossover	crossover	NOUN
cana-521	89	2	:	:	PUNCT
cana-521	90	1	genetic	genetic	ADJ
cana-521	90	2	operators	operator	NOUN
cana-521	90	3	like	like	ADP
cana-521	90	4	crossover	crossover	NOUN
cana-521	90	5	are	be	AUX
cana-521	90	6	applied	apply	VERB
cana-521	90	7	to	to	ADP
cana-521	90	8	pairs	pair	NOUN
cana-521	90	9	of	of	ADP
cana-521	90	10	selected	select	VERB
cana-521	90	11	encryption	encryption	NOUN
cana-521	90	12	keys	key	NOUN
cana-521	90	13	or	or	CCONJ
cana-521	90	14	algorithms	algorithm	NOUN
cana-521	90	15	.	.	PUNCT
cana-521	91	1	this	this	PRON
cana-521	91	2	involves	involve	VERB
cana-521	91	3	combining	combine	VERB
cana-521	91	4	elements	element	NOUN
cana-521	91	5	of	of	ADP
cana-521	91	6	two	two	NUM
cana-521	91	7	parent	parent	NOUN
cana-521	91	8	keys	key	NOUN
cana-521	91	9	or	or	CCONJ
cana-521	91	10	algorithms	algorithm	NOUN
cana-521	91	11	to	to	PART
cana-521	91	12	create	create	VERB
cana-521	91	13	new	new	ADJ
cana-521	91	14	child	child	NOUN
cana-521	91	15	keys	key	NOUN
cana-521	91	16	or	or	CCONJ
cana-521	91	17	algorithms	algorithm	NOUN
cana-521	91	18	.	.	PUNCT
cana-521	92	1	this	this	DET
cana-521	92	2	process	process	NOUN
cana-521	92	3	introduces	introduce	VERB
cana-521	92	4	diversity	diversity	NOUN
cana-521	92	5	and	and	CCONJ
cana-521	92	6	potential	potential	ADJ
cana-521	92	7	improvements	improvement	NOUN
cana-521	92	8	.	.	PUNCT
cana-521	93	1	mutation	mutation	NOUN
cana-521	93	2	:	:	PUNCT
cana-521	93	3	random	random	ADJ
cana-521	93	4	changes	change	NOUN
cana-521	93	5	or	or	CCONJ
cana-521	93	6	mutations	mutation	NOUN
cana-521	93	7	are	be	AUX
cana-521	93	8	introduced	introduce	VERB
cana-521	93	9	into	into	ADP
cana-521	93	10	the	the	DET
cana-521	93	11	encryption	encryption	NOUN
cana-521	93	12	keys	key	NOUN
cana-521	93	13	or	or	CCONJ
cana-521	93	14	algorithms	algorithm	NOUN
cana-521	93	15	to	to	PART
cana-521	93	16	explore	explore	VERB
cana-521	93	17	new	new	ADJ
cana-521	93	18	possibilities	possibility	NOUN
cana-521	93	19	and	and	CCONJ
cana-521	93	20	avoid	avoid	VERB
cana-521	93	21	convergence	convergence	NOUN
cana-521	93	22	to	to	ADP
cana-521	93	23	local	local	ADJ
cana-521	93	24	optima	optima	PROPN
cana-521	93	25	.	.	PUNCT
cana-521	94	1	fitness	fitness	NOUN
cana-521	94	2	evaluation	evaluation	NOUN
cana-521	94	3	:	:	PUNCT
cana-521	94	4	the	the	DET
cana-521	94	5	fitness	fitness	NOUN
cana-521	94	6	of	of	ADP
cana-521	94	7	the	the	DET
cana-521	94	8	new	new	ADJ
cana-521	94	9	generation	generation	NOUN
cana-521	94	10	of	of	ADP
cana-521	94	11	encryption	encryption	NOUN
cana-521	94	12	keys	key	NOUN
cana-521	94	13	or	or	CCONJ
cana-521	94	14	algorithms	algorithm	NOUN
cana-521	94	15	is	be	AUX
cana-521	94	16	evaluated	evaluate	VERB
cana-521	94	17	using	use	VERB
cana-521	94	18	the	the	DET
cana-521	94	19	fitness	fitness	NOUN
cana-521	94	20	function	function	NOUN
cana-521	94	21	.	.	PUNCT
cana-521	95	1	termination	termination	NOUN
cana-521	95	2	:	:	PUNCT
cana-521	95	3	the	the	DET
cana-521	95	4	process	process	NOUN
cana-521	95	5	of	of	ADP
cana-521	95	6	selection	selection	NOUN
cana-521	95	7	,	,	PUNCT
cana-521	95	8	crossover	crossover	NOUN
cana-521	95	9	,	,	PUNCT
cana-521	95	10	and	and	CCONJ
cana-521	95	11	mutation	mutation	NOUN
cana-521	95	12	continues	continue	VERB
cana-521	95	13	for	for	ADP
cana-521	95	14	several	several	ADJ
cana-521	95	15	generations	generation	NOUN
cana-521	95	16	until	until	SCONJ
cana-521	95	17	a	a	DET
cana-521	95	18	termination	termination	NOUN
cana-521	95	19	condition	condition	NOUN
cana-521	95	20	is	be	AUX
cana-521	95	21	met	meet	VERB
cana-521	95	22	.	.	PUNCT
cana-521	96	1	this	this	DET
cana-521	96	2	condition	condition	NOUN
cana-521	96	3	could	could	AUX
cana-521	96	4	be	be	AUX
cana-521	96	5	a	a	DET
cana-521	96	6	predefined	predefine	VERB
cana-521	96	7	number	number	NOUN
cana-521	96	8	of	of	ADP
cana-521	96	9	generations	generation	NOUN
cana-521	96	10	or	or	CCONJ
cana-521	96	11	achieving	achieve	VERB
cana-521	96	12	a	a	DET
cana-521	96	13	certain	certain	ADJ
cana-521	96	14	level	level	NOUN
cana-521	96	15	of	of	ADP
cana-521	96	16	encryption	encryption	NOUN
cana-521	96	17	strength	strength	NOUN
cana-521	96	18	.	.	PUNCT
cana-521	97	1	3.2	3.2	NUM
cana-521	97	2	.	.	PUNCT
cana-521	98	1	differential	differential	NOUN
cana-521	98	2	privacy	privacy	NOUN
cana-521	98	3	using	use	VERB
cana-521	98	4	deep	deep	ADJ
cana-521	98	5	auto	auto	NOUN
cana-521	98	6	encoders	encoder	NOUN
cana-521	98	7	differential	differential	VERB
cana-521	98	8	privacy	privacy	NOUN
cana-521	98	9	is	be	AUX
cana-521	98	10	a	a	DET
cana-521	98	11	concept	concept	NOUN
cana-521	98	12	used	use	VERB
cana-521	98	13	to	to	PART
cana-521	98	14	protect	protect	VERB
cana-521	98	15	the	the	DET
cana-521	98	16	privacy	privacy	NOUN
cana-521	98	17	of	of	ADP
cana-521	98	18	individual	individual	ADJ
cana-521	98	19	data	datum	NOUN
cana-521	98	20	points	point	NOUN
cana-521	98	21	when	when	SCONJ
cana-521	98	22	performing	perform	VERB
cana-521	98	23	data	datum	NOUN
cana-521	98	24	analysis	analysis	NOUN
cana-521	98	25	or	or	CCONJ
cana-521	98	26	releasing	release	VERB
cana-521	98	27	aggregate	aggregate	ADJ
cana-521	98	28	statistics	statistic	NOUN
cana-521	98	29	.	.	PUNCT
cana-521	99	1	it	it	PRON
cana-521	99	2	ensures	ensure	VERB
cana-521	99	3	that	that	SCONJ
cana-521	99	4	any	any	DET
cana-521	99	5	insights	insight	NOUN
cana-521	99	6	or	or	CCONJ
cana-521	99	7	information	information	NOUN
cana-521	99	8	gained	gain	VERB
cana-521	99	9	from	from	ADP
cana-521	99	10	the	the	DET
cana-521	99	11	data	datum	NOUN
cana-521	99	12	can	can	AUX
cana-521	99	13	not	not	PART
cana-521	99	14	be	be	AUX
cana-521	99	15	used	use	VERB
cana-521	99	16	to	to	PART
cana-521	99	17	specifically	specifically	ADV
cana-521	99	18	identify	identify	VERB
cana-521	99	19	or	or	CCONJ
cana-521	99	20	extract	extract	VERB
cana-521	99	21	information	information	NOUN
cana-521	99	22	about	about	ADP
cana-521	99	23	individual	individual	ADJ
cana-521	99	24	data	datum	NOUN
cana-521	99	25	points	point	NOUN
cana-521	99	26	.	.	PUNCT
cana-521	100	1	deep	deep	ADJ
cana-521	100	2	auto	auto	NOUN
cana-521	100	3	encoders	encoder	NOUN
cana-521	100	4	are	be	AUX
cana-521	100	5	a	a	DET
cana-521	100	6	type	type	NOUN
cana-521	100	7	of	of	ADP
cana-521	100	8	neural	neural	ADJ
cana-521	100	9	network	network	NOUN
cana-521	100	10	used	use	VERB
cana-521	100	11	for	for	ADP
cana-521	100	12	unsupervised	unsupervised	ADJ
cana-521	100	13	learning	learning	NOUN
cana-521	100	14	,	,	PUNCT
cana-521	100	15	particularly	particularly	ADV
cana-521	100	16	in	in	ADP
cana-521	100	17	the	the	DET
cana-521	100	18	field	field	NOUN
cana-521	100	19	of	of	ADP
cana-521	100	20	data	datum	NOUN
cana-521	100	21	compression	compression	NOUN
cana-521	100	22	and	and	CCONJ
cana-521	100	23	feature	feature	NOUN
cana-521	100	24	learning	learning	NOUN
cana-521	100	25	.	.	PUNCT
cana-521	101	1	while	while	SCONJ
cana-521	101	2	they	they	PRON
cana-521	101	3	are	be	AUX
cana-521	101	4	not	not	PART
cana-521	101	5	typically	typically	ADV
cana-521	101	6	associated	associate	VERB
cana-521	101	7	with	with	ADP
cana-521	101	8	differential	differential	NOUN
cana-521	101	9	privacy	privacy	NOUN
cana-521	101	10	directly	directly	ADV
cana-521	101	11	,	,	PUNCT
cana-521	101	12	they	they	PRON
cana-521	101	13	can	can	AUX
cana-521	101	14	be	be	AUX
cana-521	101	15	used	use	VERB
cana-521	101	16	in	in	ADP
cana-521	101	17	combination	combination	NOUN
cana-521	101	18	with	with	ADP
cana-521	101	19	differential	differential	ADJ
cana-521	101	20	privacy	privacy	NOUN
cana-521	101	21	mechanisms	mechanism	NOUN
cana-521	101	22	to	to	PART
cana-521	101	23	enhance	enhance	VERB
cana-521	101	24	privacy	privacy	NOUN
cana-521	101	25	preservation	preservation	NOUN
cana-521	101	26	.	.	PUNCT
cana-521	102	1	below	below	ADP
cana-521	102	2	is	be	AUX
cana-521	102	3	a	a	DET
cana-521	102	4	high	high	ADJ
cana-521	102	5	-	-	PUNCT
cana-521	102	6	level	level	NOUN
cana-521	102	7	explanation	explanation	NOUN
cana-521	102	8	without	without	ADP
cana-521	102	9	equations	equation	NOUN
cana-521	102	10	:	:	PUNCT
cana-521	102	11	differential	differential	NOUN
cana-521	102	12	privacy	privacy	NOUN
cana-521	102	13	provides	provide	VERB
cana-521	102	14	a	a	DET
cana-521	102	15	mathematical	mathematical	ADJ
cana-521	102	16	framework	framework	NOUN
cana-521	102	17	to	to	PART
cana-521	102	18	quantify	quantify	VERB
cana-521	102	19	and	and	CCONJ
cana-521	102	20	control	control	VERB
cana-521	102	21	the	the	DET
cana-521	102	22	privacy	privacy	NOUN
cana-521	102	23	guarantees	guarantee	NOUN
cana-521	102	24	of	of	ADP
cana-521	102	25	a	a	DET
cana-521	102	26	data	datum	NOUN
cana-521	102	27	analysis	analysis	NOUN
cana-521	102	28	process	process	NOUN
cana-521	102	29	.	.	PUNCT
cana-521	103	1	the	the	DET
cana-521	103	2	core	core	NOUN
cana-521	103	3	idea	idea	NOUN
cana-521	103	4	is	be	AUX
cana-521	103	5	to	to	PART
cana-521	103	6	add	add	VERB
cana-521	103	7	controlled	control	VERB
cana-521	103	8	noise	noise	NOUN
cana-521	103	9	to	to	ADP
cana-521	103	10	the	the	DET
cana-521	103	11	query	query	NOUN
cana-521	103	12	communications	communication	NOUN
cana-521	103	13	on	on	ADP
cana-521	103	14	applied	apply	VERB
cana-521	103	15	nonlinear	nonlinear	ADJ
cana-521	103	16	analysis	analysis	NOUN
cana-521	103	17	issn	issn	NOUN
cana-521	103	18	:	:	PUNCT
cana-521	103	19	1074	1074	NUM
cana-521	103	20	-	-	PUNCT
cana-521	103	21	133x	133x	NUM
cana-521	103	22	vol	vol	NOUN
cana-521	103	23	31	31	NUM
cana-521	103	24	no	no	NOUN
cana-521	103	25	.	.	NOUN
cana-521	103	26	2	2	NUM
cana-521	103	27	(	(	PUNCT
cana-521	103	28	2024	2024	NUM
cana-521	103	29	)	)	PUNCT
cana-521	103	30	88	88	NUM
cana-521	103	31	https://internationalpubls.com	https://internationalpubls.com	X
cana-521	103	32	results	result	NOUN
cana-521	103	33	or	or	CCONJ
cana-521	103	34	computations	computation	NOUN
cana-521	103	35	performed	perform	VERB
cana-521	103	36	on	on	ADP
cana-521	103	37	sensitive	sensitive	ADJ
cana-521	103	38	data	datum	NOUN
cana-521	103	39	to	to	PART
cana-521	103	40	ensure	ensure	VERB
cana-521	103	41	that	that	SCONJ
cana-521	103	42	an	an	DET
cana-521	103	43	individual	individual	ADJ
cana-521	103	44	data	datum	NOUN
cana-521	103	45	remains	remain	VERB
cana-521	103	46	private	private	ADJ
cana-521	103	47	,	,	PUNCT
cana-521	103	48	regardless	regardless	ADV
cana-521	103	49	of	of	ADP
cana-521	103	50	whether	whether	SCONJ
cana-521	103	51	their	their	PRON
cana-521	103	52	data	datum	NOUN
cana-521	103	53	is	be	AUX
cana-521	103	54	in	in	ADP
cana-521	103	55	the	the	DET
cana-521	103	56	dataset	dataset	NOUN
cana-521	103	57	or	or	CCONJ
cana-521	103	58	not	not	PART
cana-521	103	59	.	.	PUNCT
cana-521	104	1	deep	deep	ADJ
cana-521	104	2	auto	auto	NOUN
cana-521	104	3	encoders	encoder	NOUN
cana-521	104	4	are	be	AUX
cana-521	104	5	neural	neural	ADJ
cana-521	104	6	networks	network	NOUN
cana-521	104	7	used	use	VERB
cana-521	104	8	for	for	ADP
cana-521	104	9	data	datum	NOUN
cana-521	104	10	encoding	encoding	NOUN
cana-521	104	11	and	and	CCONJ
cana-521	104	12	decoding	decode	VERB
cana-521	104	13	.	.	PUNCT
cana-521	105	1	they	they	PRON
cana-521	105	2	can	can	AUX
cana-521	105	3	be	be	AUX
cana-521	105	4	employed	employ	VERB
cana-521	105	5	in	in	ADP
cana-521	105	6	privacy	privacy	NOUN
cana-521	105	7	-	-	PUNCT
cana-521	105	8	preserving	preserve	VERB
cana-521	105	9	scenarios	scenario	NOUN
cana-521	105	10	to	to	PART
cana-521	105	11	protect	protect	VERB
cana-521	105	12	the	the	DET
cana-521	105	13	sensitive	sensitive	ADJ
cana-521	105	14	information	information	NOUN
cana-521	105	15	within	within	ADP
cana-521	105	16	the	the	DET
cana-521	105	17	data	datum	NOUN
cana-521	105	18	.	.	PUNCT
cana-521	106	1	when	when	SCONJ
cana-521	106	2	deep	deep	ADJ
cana-521	106	3	auto	auto	NOUN
cana-521	106	4	encoders	encoder	NOUN
cana-521	106	5	are	be	AUX
cana-521	106	6	used	use	VERB
cana-521	106	7	in	in	ADP
cana-521	106	8	conjunction	conjunction	NOUN
cana-521	106	9	with	with	ADP
cana-521	106	10	differential	differential	ADJ
cana-521	106	11	privacy	privacy	NOUN
cana-521	106	12	,	,	PUNCT
cana-521	106	13	they	they	PRON
cana-521	106	14	can	can	AUX
cana-521	106	15	enhance	enhance	VERB
cana-521	106	16	privacy	privacy	NOUN
cana-521	106	17	by	by	ADP
cana-521	106	18	learning	learn	VERB
cana-521	106	19	compact	compact	ADJ
cana-521	106	20	representations	representation	NOUN
cana-521	106	21	of	of	ADP
cana-521	106	22	the	the	DET
cana-521	106	23	data	datum	NOUN
cana-521	106	24	while	while	SCONJ
cana-521	106	25	introducing	introduce	VERB
cana-521	106	26	noise	noise	NOUN
cana-521	106	27	to	to	ADP
cana-521	106	28	the	the	DET
cana-521	106	29	encoding	encoding	NOUN
cana-521	106	30	-	-	PUNCT
cana-521	106	31	decoding	decode	VERB
cana-521	106	32	process	process	NOUN
cana-521	106	33	.	.	PUNCT
cana-521	107	1	deep	deep	ADJ
cana-521	107	2	auto	auto	NOUN
cana-521	107	3	encoders	encoder	NOUN
cana-521	107	4	can	can	AUX
cana-521	107	5	be	be	AUX
cana-521	107	6	modified	modify	VERB
cana-521	107	7	to	to	PART
cana-521	107	8	incorporate	incorporate	VERB
cana-521	107	9	differential	differential	ADJ
cana-521	107	10	privacy	privacy	NOUN
cana-521	107	11	mechanisms	mechanism	NOUN
cana-521	107	12	.	.	PUNCT
cana-521	108	1	this	this	PRON
cana-521	108	2	involves	involve	VERB
cana-521	108	3	adding	add	VERB
cana-521	108	4	noise	noise	NOUN
cana-521	108	5	to	to	ADP
cana-521	108	6	the	the	DET
cana-521	108	7	encoding	encoding	NOUN
cana-521	108	8	or	or	CCONJ
cana-521	108	9	decoding	decode	VERB
cana-521	108	10	process	process	NOUN
cana-521	108	11	,	,	PUNCT
cana-521	108	12	which	which	PRON
cana-521	108	13	ensures	ensure	VERB
cana-521	108	14	that	that	SCONJ
cana-521	108	15	the	the	DET
cana-521	108	16	learned	learn	VERB
cana-521	108	17	representations	representation	NOUN
cana-521	108	18	of	of	ADP
cana-521	108	19	the	the	DET
cana-521	108	20	data	datum	NOUN
cana-521	108	21	do	do	AUX
cana-521	108	22	not	not	PART
cana-521	108	23	inadvertently	inadvertently	ADV
cana-521	108	24	expose	expose	VERB
cana-521	108	25	individual	individual	ADJ
cana-521	108	26	information	information	NOUN
cana-521	108	27	.	.	PUNCT
cana-521	109	1	using	use	VERB
cana-521	109	2	deep	deep	ADJ
cana-521	109	3	auto	auto	NOUN
cana-521	109	4	encoders	encoder	NOUN
cana-521	109	5	with	with	ADP
cana-521	109	6	differential	differential	ADJ
cana-521	109	7	privacy	privacy	NOUN
cana-521	109	8	allows	allow	VERB
cana-521	109	9	for	for	ADP
cana-521	109	10	data	datum	NOUN
cana-521	109	11	analysis	analysis	NOUN
cana-521	109	12	and	and	CCONJ
cana-521	109	13	modeling	modeling	NOUN
cana-521	109	14	while	while	SCONJ
cana-521	109	15	providing	provide	VERB
cana-521	109	16	strong	strong	ADJ
cana-521	109	17	privacy	privacy	NOUN
cana-521	109	18	guarantees	guarantee	NOUN
cana-521	109	19	.	.	PUNCT
cana-521	110	1	the	the	DET
cana-521	110	2	network	network	NOUN
cana-521	110	3	learns	learn	VERB
cana-521	110	4	features	feature	NOUN
cana-521	110	5	and	and	CCONJ
cana-521	110	6	representations	representation	NOUN
cana-521	110	7	of	of	ADP
cana-521	110	8	the	the	DET
cana-521	110	9	data	datum	NOUN
cana-521	110	10	that	that	PRON
cana-521	110	11	are	be	AUX
cana-521	110	12	less	less	ADV
cana-521	110	13	likely	likely	ADJ
cana-521	110	14	to	to	PART
cana-521	110	15	reveal	reveal	VERB
cana-521	110	16	sensitive	sensitive	ADJ
cana-521	110	17	information	information	NOUN
cana-521	110	18	.	.	PUNCT
cana-521	111	1	differential	differential	NOUN
cana-521	111	2	privacy	privacy	PROPN
cana-521	111	3	differential	differential	PROPN
cana-521	111	4	privacy	privacy	NOUN
cana-521	111	5	introduces	introduce	NOUN
cana-521	111	6	randomness	randomness	NOUN
cana-521	111	7	into	into	ADP
cana-521	111	8	query	query	NOUN
cana-521	111	9	responses	response	NOUN
cana-521	111	10	to	to	PART
cana-521	111	11	ensure	ensure	VERB
cana-521	111	12	that	that	SCONJ
cana-521	111	13	an	an	DET
cana-521	111	14	individual	individual	ADJ
cana-521	111	15	data	datum	NOUN
cana-521	111	16	remains	remain	VERB
cana-521	111	17	private	private	ADJ
cana-521	111	18	.	.	PUNCT
cana-521	112	1	the	the	DET
cana-521	112	2	fundamental	fundamental	ADJ
cana-521	112	3	concept	concept	NOUN
cana-521	112	4	is	be	AUX
cana-521	112	5	that	that	SCONJ
cana-521	112	6	the	the	DET
cana-521	112	7	probability	probability	NOUN
cana-521	112	8	of	of	ADP
cana-521	112	9	observing	observe	VERB
cana-521	112	10	a	a	DET
cana-521	112	11	particular	particular	ADJ
cana-521	112	12	output	output	NOUN
cana-521	112	13	should	should	AUX
cana-521	112	14	not	not	PART
cana-521	112	15	significantly	significantly	ADV
cana-521	112	16	change	change	VERB
cana-521	112	17	whether	whether	SCONJ
cana-521	112	18	an	an	DET
cana-521	112	19	individual	individual	ADJ
cana-521	112	20	data	datum	NOUN
cana-521	112	21	is	be	AUX
cana-521	112	22	included	include	VERB
cana-521	112	23	or	or	CCONJ
cana-521	112	24	excluded	exclude	VERB
cana-521	112	25	from	from	ADP
cana-521	112	26	the	the	DET
cana-521	112	27	dataset	dataset	NOUN
cana-521	112	28	.	.	PUNCT
cana-521	113	1	privacy	privacy	NOUN
cana-521	113	2	budget	budget	NOUN
cana-521	113	3	(	(	PUNCT
cana-521	113	4	ε	ε	PROPN
cana-521	113	5	):	):	PUNCT
cana-521	113	6	the	the	DET
cana-521	113	7	privacy	privacy	NOUN
cana-521	113	8	budget	budget	NOUN
cana-521	113	9	ε	ε	PROPN
cana-521	113	10	quantifies	quantify	VERB
cana-521	113	11	the	the	DET
cana-521	113	12	maximum	maximum	ADJ
cana-521	113	13	allowable	allowable	ADJ
cana-521	113	14	amount	amount	NOUN
cana-521	113	15	of	of	ADP
cana-521	113	16	privacy	privacy	NOUN
cana-521	113	17	loss	loss	NOUN
cana-521	113	18	.	.	PUNCT
cana-521	114	1	smaller	small	ADJ
cana-521	114	2	values	value	NOUN
cana-521	114	3	of	of	ADP
cana-521	114	4	ε	ε	PROPN
cana-521	114	5	provide	provide	VERB
cana-521	114	6	stronger	strong	ADJ
cana-521	114	7	privacy	privacy	NOUN
cana-521	114	8	guarantees	guarantee	NOUN
cana-521	114	9	.	.	PUNCT
cana-521	115	1	one	one	NUM
cana-521	115	2	common	common	ADJ
cana-521	115	3	way	way	NOUN
cana-521	115	4	to	to	PART
cana-521	115	5	achieve	achieve	VERB
cana-521	115	6	differential	differential	ADJ
cana-521	115	7	privacy	privacy	NOUN
cana-521	115	8	is	be	AUX
cana-521	115	9	by	by	ADP
cana-521	115	10	adding	add	VERB
cana-521	115	11	laplace	laplace	NOUN
cana-521	115	12	noise	noise	NOUN
cana-521	115	13	to	to	ADP
cana-521	115	14	the	the	DET
cana-521	115	15	query	query	NOUN
cana-521	115	16	result	result	VERB
cana-521	115	17	.	.	PUNCT
cana-521	116	1	for	for	ADP
cana-521	116	2	a	a	DET
cana-521	116	3	query	query	NOUN
cana-521	116	4	result	result	NOUN
cana-521	116	5	,	,	PUNCT
cana-521	116	6	q(d	q(d	PROPN
cana-521	116	7	)	)	PUNCT
cana-521	116	8	,	,	PUNCT
cana-521	116	9	where	where	SCONJ
cana-521	116	10	d	d	NOUN
cana-521	116	11	is	be	AUX
cana-521	116	12	the	the	DET
cana-521	116	13	dataset	dataset	NOUN
cana-521	116	14	:	:	PUNCT
cana-521	116	15	q(d)+laplace(q	q(d)+laplace(q	VERB
cana-521	116	16	/	/	SYM
cana-521	116	17	ε	ε	PROPN
cana-521	116	18	)	)	PUNCT
cana-521	117	1	where	where	SCONJ
cana-521	117	2	:	:	PUNCT
cana-521	117	3	laplace	laplace	NOUN
cana-521	117	4	(	(	PUNCT
cana-521	117	5	)	)	PUNCT
cana-521	117	6	represents	represent	VERB
cana-521	117	7	the	the	DET
cana-521	117	8	laplace	laplace	NOUN
cana-521	117	9	noise	noise	NOUN
cana-521	117	10	distribution	distribution	NOUN
cana-521	117	11	.	.	PUNCT
cana-521	118	1	δq	δq	PROPN
cana-521	118	2	is	be	AUX
cana-521	118	3	the	the	DET
cana-521	118	4	sensitivity	sensitivity	NOUN
cana-521	118	5	of	of	ADP
cana-521	118	6	the	the	DET
cana-521	118	7	query	query	NOUN
cana-521	118	8	,	,	PUNCT
cana-521	118	9	which	which	PRON
cana-521	118	10	measures	measure	VERB
cana-521	118	11	how	how	SCONJ
cana-521	118	12	much	much	ADJ
cana-521	118	13	the	the	DET
cana-521	118	14	query	query	NOUN
cana-521	118	15	result	result	NOUN
cana-521	118	16	can	can	AUX
cana-521	118	17	change	change	VERB
cana-521	118	18	when	when	SCONJ
cana-521	118	19	one	one	NUM
cana-521	118	20	data	data	NOUN
cana-521	118	21	point	point	NOUN
cana-521	118	22	is	be	AUX
cana-521	118	23	added	add	VERB
cana-521	118	24	or	or	CCONJ
cana-521	118	25	removed	remove	VERB
cana-521	118	26	.	.	PUNCT
cana-521	119	1	deep	deep	ADJ
cana-521	119	2	autoencoders	autoencoder	NOUN
cana-521	119	3	deep	deep	ADJ
cana-521	119	4	autoencoders	autoencoder	NOUN
cana-521	119	5	are	be	AUX
cana-521	119	6	neural	neural	ADJ
cana-521	119	7	networks	network	NOUN
cana-521	119	8	composed	compose	VERB
cana-521	119	9	of	of	ADP
cana-521	119	10	an	an	DET
cana-521	119	11	encoder	encoder	NOUN
cana-521	119	12	and	and	CCONJ
cana-521	119	13	a	a	DET
cana-521	119	14	decoder	decoder	NOUN
cana-521	119	15	.	.	PUNCT
cana-521	120	1	they	they	PRON
cana-521	120	2	are	be	AUX
cana-521	120	3	used	use	VERB
cana-521	120	4	for	for	ADP
cana-521	120	5	feature	feature	NOUN
cana-521	120	6	learning	learning	NOUN
cana-521	120	7	and	and	CCONJ
cana-521	120	8	data	datum	NOUN
cana-521	120	9	compression	compression	NOUN
cana-521	120	10	.	.	PUNCT
cana-521	121	1	the	the	DET
cana-521	121	2	encoder	encoder	NOUN
cana-521	121	3	maps	map	VERB
cana-521	121	4	the	the	DET
cana-521	121	5	input	input	NOUN
cana-521	121	6	data	datum	NOUN
cana-521	121	7	to	to	ADP
cana-521	121	8	a	a	DET
cana-521	121	9	lowerdimensional	lowerdimensional	ADJ
cana-521	121	10	representation	representation	NOUN
cana-521	121	11	,	,	PUNCT
cana-521	121	12	and	and	CCONJ
cana-521	121	13	the	the	DET
cana-521	121	14	decoder	decoder	NOUN
cana-521	121	15	reconstructs	reconstruct	VERB
cana-521	121	16	the	the	DET
cana-521	121	17	original	original	ADJ
cana-521	121	18	data	datum	NOUN
cana-521	121	19	from	from	ADP
cana-521	121	20	this	this	DET
cana-521	121	21	representation	representation	NOUN
cana-521	121	22	.	.	PUNCT
cana-521	122	1	encoder	encoder	NOUN
cana-521	122	2	operation	operation	NOUN
cana-521	122	3	:	:	PUNCT
cana-521	122	4	the	the	DET
cana-521	122	5	encoder	encoder	NOUN
cana-521	122	6	can	can	AUX
cana-521	122	7	be	be	AUX
cana-521	122	8	represented	represent	VERB
cana-521	122	9	as	as	ADP
cana-521	122	10	a	a	DET
cana-521	122	11	function	function	NOUN
cana-521	122	12	e(x	e(x	NUM
cana-521	122	13	)	)	PUNCT
cana-521	122	14	,	,	PUNCT
cana-521	122	15	where	where	SCONJ
cana-521	122	16	x	x	PRON
cana-521	122	17	is	be	AUX
cana-521	122	18	the	the	DET
cana-521	122	19	input	input	NOUN
cana-521	122	20	data	datum	NOUN
cana-521	122	21	:	:	PUNCT
cana-521	122	22	z	z	NOUN
cana-521	122	23	=	=	SYM
cana-521	122	24	e(x	e(x	NUM
cana-521	122	25	)	)	PUNCT
cana-521	122	26	where	where	SCONJ
cana-521	122	27	:	:	PUNCT
cana-521	122	28	z	z	NOUN
cana-521	122	29	is	be	AUX
cana-521	122	30	the	the	DET
cana-521	122	31	learned	learn	VERB
cana-521	122	32	representation	representation	NOUN
cana-521	122	33	of	of	ADP
cana-521	122	34	the	the	DET
cana-521	122	35	input	input	NOUN
cana-521	122	36	data	datum	NOUN
cana-521	122	37	x.	x.	NOUN
cana-521	122	38	communications	communication	NOUN
cana-521	122	39	on	on	ADP
cana-521	122	40	applied	apply	VERB
cana-521	122	41	nonlinear	nonlinear	ADJ
cana-521	122	42	analysis	analysis	NOUN
cana-521	122	43	issn	issn	NOUN
cana-521	122	44	:	:	PUNCT
cana-521	122	45	1074	1074	NUM
cana-521	122	46	-	-	PUNCT
cana-521	122	47	133x	133x	NUM
cana-521	122	48	vol	vol	NOUN
cana-521	122	49	31	31	NUM
cana-521	122	50	no	no	NOUN
cana-521	122	51	.	.	NOUN
cana-521	122	52	2	2	NUM
cana-521	122	53	(	(	PUNCT
cana-521	122	54	2024	2024	NUM
cana-521	122	55	)	)	PUNCT
cana-521	122	56	89	89	NUM
cana-521	122	57	https://internationalpubls.com	https://internationalpubls.com	X
cana-521	122	58	decoder	decoder	NOUN
cana-521	122	59	operation	operation	NOUN
cana-521	122	60	:	:	PUNCT
cana-521	122	61	the	the	DET
cana-521	122	62	decoder	decoder	NOUN
cana-521	122	63	can	can	AUX
cana-521	122	64	be	be	AUX
cana-521	122	65	represented	represent	VERB
cana-521	122	66	as	as	ADP
cana-521	122	67	a	a	DET
cana-521	122	68	function	function	NOUN
cana-521	122	69	d(z	d(z	NOUN
cana-521	122	70	)	)	PUNCT
cana-521	122	71	,	,	PUNCT
cana-521	122	72	where	where	SCONJ
cana-521	122	73	z	z	NOUN
cana-521	122	74	is	be	AUX
cana-521	122	75	the	the	DET
cana-521	122	76	encoded	encode	VERB
cana-521	122	77	representation	representation	NOUN
cana-521	122	78	:	:	PUNCT
cana-521	122	79	x′=d(z	x′=d(z	PUNCT
cana-521	122	80	)	)	PUNCT
cana-521	122	81	where	where	SCONJ
cana-521	122	82	:	:	PUNCT
cana-521	122	83	x	x	X
cana-521	122	84	is	be	AUX
cana-521	122	85	the	the	DET
cana-521	122	86	reconstructed	reconstructed	ADJ
cana-521	122	87	data	datum	NOUN
cana-521	122	88	.	.	PUNCT
cana-521	123	1	combining	combine	VERB
cana-521	123	2	differential	differential	ADJ
cana-521	123	3	privacy	privacy	NOUN
cana-521	123	4	and	and	CCONJ
cana-521	123	5	deep	deep	ADJ
cana-521	123	6	autoencoders	autoencoder	NOUN
cana-521	123	7	to	to	PART
cana-521	123	8	protect	protect	VERB
cana-521	123	9	the	the	DET
cana-521	123	10	privacy	privacy	NOUN
cana-521	123	11	of	of	ADP
cana-521	123	12	the	the	DET
cana-521	123	13	encoded	encode	VERB
cana-521	123	14	representation	representation	NOUN
cana-521	123	15	,	,	PUNCT
cana-521	123	16	laplace	laplace	NOUN
cana-521	123	17	noise	noise	NOUN
cana-521	123	18	can	can	AUX
cana-521	123	19	be	be	AUX
cana-521	123	20	added	add	VERB
cana-521	123	21	to	to	ADP
cana-521	123	22	the	the	DET
cana-521	123	23	encoding	encoding	NOUN
cana-521	123	24	process	process	NOUN
cana-521	123	25	:	:	PUNCT
cana-521	123	26	z′=e(x)+laplace(δe	z′=e(x)+laplace(δe	PROPN
cana-521	123	27	/	/	SYM
cana-521	123	28	ε	ε	PROPN
cana-521	123	29	)	)	PUNCT
cana-521	123	30	where	where	SCONJ
cana-521	123	31	:	:	PUNCT
cana-521	123	32	δe	δe	PRON
cana-521	123	33	is	be	AUX
cana-521	123	34	the	the	DET
cana-521	123	35	sensitivity	sensitivity	NOUN
cana-521	123	36	of	of	ADP
cana-521	123	37	the	the	DET
cana-521	123	38	encoder	encoder	NOUN
cana-521	123	39	function	function	NOUN
cana-521	123	40	,	,	PUNCT
cana-521	123	41	measuring	measure	VERB
cana-521	123	42	how	how	SCONJ
cana-521	123	43	much	much	ADJ
cana-521	123	44	the	the	DET
cana-521	123	45	encoded	encode	VERB
cana-521	123	46	representation	representation	NOUN
cana-521	123	47	can	can	AUX
cana-521	123	48	change	change	VERB
cana-521	123	49	when	when	SCONJ
cana-521	123	50	one	one	NUM
cana-521	123	51	data	data	NOUN
cana-521	123	52	point	point	NOUN
cana-521	123	53	is	be	AUX
cana-521	123	54	added	add	VERB
cana-521	123	55	or	or	CCONJ
cana-521	123	56	removed	remove	VERB
cana-521	123	57	.	.	PUNCT
cana-521	124	1	this	this	DET
cana-521	124	2	addition	addition	NOUN
cana-521	124	3	of	of	ADP
cana-521	124	4	laplace	laplace	NOUN
cana-521	124	5	noise	noise	NOUN
cana-521	124	6	to	to	ADP
cana-521	124	7	the	the	DET
cana-521	124	8	encoding	encoding	NOUN
cana-521	124	9	process	process	NOUN
cana-521	124	10	helps	help	VERB
cana-521	124	11	preserve	preserve	VERB
cana-521	124	12	privacy	privacy	NOUN
cana-521	124	13	while	while	SCONJ
cana-521	124	14	still	still	ADV
cana-521	124	15	allowing	allow	VERB
cana-521	124	16	for	for	ADP
cana-521	124	17	useful	useful	ADJ
cana-521	124	18	features	feature	NOUN
cana-521	124	19	to	to	PART
cana-521	124	20	be	be	AUX
cana-521	124	21	learned	learn	VERB
cana-521	124	22	from	from	ADP
cana-521	124	23	the	the	DET
cana-521	124	24	data	datum	NOUN
cana-521	124	25	.	.	PUNCT
cana-521	125	1	figure	figure	NOUN
cana-521	125	2	2	2	NUM
cana-521	125	3	:	:	PUNCT
cana-521	125	4	privacy	privacy	NOUN
cana-521	125	5	aware	aware	ADJ
cana-521	125	6	dae	dae	NOUN
cana-521	125	7	data	datum	NOUN
cana-521	125	8	preprocessing	preprocesse	VERB
cana-521	125	9	deep	deep	ADJ
cana-521	125	10	autoencoder	autoencoder	NOUN
cana-521	125	11	training	train	VERB
cana-521	125	12	encode	encode	ADJ
cana-521	125	13	data	datum	NOUN
cana-521	125	14	differential	differential	PROPN
cana-521	125	15	privacy	privacy	NOUN
cana-521	125	16	mechanism	mechanism	NOUN
cana-521	125	17	decode	decode	VERB
cana-521	125	18	data	data	PROPN
cana-521	125	19	utility	utility	NOUN
cana-521	125	20	evaluation	evaluation	NOUN
cana-521	125	21	privacy	privacy	NOUN
cana-521	125	22	budget	budget	NOUN
cana-521	125	23	control	control	NOUN
cana-521	125	24	communications	communication	NOUN
cana-521	125	25	on	on	ADP
cana-521	125	26	applied	apply	VERB
cana-521	125	27	nonlinear	nonlinear	ADJ
cana-521	125	28	analysis	analysis	NOUN
cana-521	125	29	issn	issn	NOUN
cana-521	125	30	:	:	PUNCT
cana-521	125	31	1074	1074	NUM
cana-521	125	32	-	-	PUNCT
cana-521	125	33	133x	133x	NUM
cana-521	125	34	vol	vol	NOUN
cana-521	125	35	31	31	NUM
cana-521	125	36	no	no	NOUN
cana-521	125	37	.	.	NOUN
cana-521	125	38	2	2	NUM
cana-521	125	39	(	(	PUNCT
cana-521	125	40	2024	2024	NUM
cana-521	125	41	)	)	PUNCT
cana-521	126	1	90	90	NUM
cana-521	126	2	https://internationalpubls.com	https://internationalpubls.com	X
cana-521	126	3	algorithm	algorithm	NOUN
cana-521	126	4	for	for	ADP
cana-521	126	5	privacy	privacy	NOUN
cana-521	126	6	-	-	PUNCT
cana-521	126	7	preserving	preserve	VERB
cana-521	126	8	data	datum	NOUN
cana-521	126	9	reconstruction	reconstruction	NOUN
cana-521	126	10	:	:	PUNCT
cana-521	126	11	data	datum	NOUN
cana-521	126	12	preprocessing	preprocessing	NOUN
cana-521	126	13	:	:	PUNCT
cana-521	126	14	prepare	prepare	VERB
cana-521	126	15	the	the	DET
cana-521	126	16	input	input	NOUN
cana-521	126	17	dataset	dataset	NOUN
cana-521	126	18	,	,	PUNCT
cana-521	126	19	ensuring	ensure	VERB
cana-521	126	20	data	datum	NOUN
cana-521	126	21	quality	quality	NOUN
cana-521	126	22	and	and	CCONJ
cana-521	126	23	relevant	relevant	ADJ
cana-521	126	24	feature	feature	NOUN
cana-521	126	25	selection	selection	NOUN
cana-521	126	26	.	.	PUNCT
cana-521	127	1	normalize	normalize	VERB
cana-521	127	2	or	or	CCONJ
cana-521	127	3	standardize	standardize	VERB
cana-521	127	4	the	the	DET
cana-521	127	5	data	datum	NOUN
cana-521	127	6	as	as	SCONJ
cana-521	127	7	needed	need	VERB
cana-521	127	8	.	.	PUNCT
cana-521	128	1	deep	deep	ADJ
cana-521	128	2	autoencoder	autoencoder	NOUN
cana-521	128	3	training	training	NOUN
cana-521	128	4	:	:	PUNCT
cana-521	128	5	design	design	NOUN
cana-521	128	6	and	and	CCONJ
cana-521	128	7	configure	configure	NOUN
cana-521	128	8	a	a	DET
cana-521	128	9	deep	deep	ADJ
cana-521	128	10	autoencoder	autoencoder	NOUN
cana-521	128	11	neural	neural	ADJ
cana-521	128	12	network	network	NOUN
cana-521	128	13	architecture	architecture	NOUN
cana-521	128	14	.	.	PUNCT
cana-521	129	1	divide	divide	VERB
cana-521	129	2	the	the	DET
cana-521	129	3	dataset	dataset	NOUN
cana-521	129	4	into	into	ADP
cana-521	129	5	training	training	NOUN
cana-521	129	6	and	and	CCONJ
cana-521	129	7	validation	validation	NOUN
cana-521	129	8	sets	set	NOUN
cana-521	129	9	.	.	PUNCT
cana-521	130	1	train	train	VERB
cana-521	130	2	the	the	DET
cana-521	130	3	deep	deep	ADJ
cana-521	130	4	autoencoder	autoencoder	NOUN
cana-521	130	5	using	use	VERB
cana-521	130	6	the	the	DET
cana-521	130	7	training	training	NOUN
cana-521	130	8	data	datum	NOUN
cana-521	130	9	:	:	PUNCT
cana-521	130	10	input	input	NOUN
cana-521	130	11	data	datum	NOUN
cana-521	130	12	are	be	AUX
cana-521	130	13	encoded	encode	VERB
cana-521	130	14	into	into	ADP
cana-521	130	15	a	a	DET
cana-521	130	16	lower	lower	ADV
cana-521	130	17	-	-	PUNCT
cana-521	130	18	dimensional	dimensional	ADJ
cana-521	130	19	representation	representation	NOUN
cana-521	130	20	.	.	PUNCT
cana-521	131	1	the	the	DET
cana-521	131	2	decoder	decoder	NOUN
cana-521	131	3	reconstructs	reconstruct	VERB
cana-521	131	4	the	the	DET
cana-521	131	5	original	original	ADJ
cana-521	131	6	data	datum	NOUN
cana-521	131	7	from	from	ADP
cana-521	131	8	the	the	DET
cana-521	131	9	encoded	encode	VERB
cana-521	131	10	representation	representation	NOUN
cana-521	131	11	.	.	PUNCT
cana-521	132	1	use	use	VERB
cana-521	132	2	appropriate	appropriate	ADJ
cana-521	132	3	activation	activation	NOUN
cana-521	132	4	functions	function	NOUN
cana-521	132	5	,	,	PUNCT
cana-521	132	6	loss	loss	NOUN
cana-521	132	7	functions	function	NOUN
cana-521	132	8	,	,	PUNCT
cana-521	132	9	and	and	CCONJ
cana-521	132	10	optimization	optimization	NOUN
cana-521	132	11	techniques	technique	NOUN
cana-521	132	12	.	.	PUNCT
cana-521	133	1	differential	differential	ADJ
cana-521	133	2	privacy	privacy	NOUN
cana-521	133	3	mechanism	mechanism	NOUN
cana-521	133	4	:	:	PUNCT
cana-521	133	5	incorporate	incorporate	VERB
cana-521	133	6	differential	differential	ADJ
cana-521	133	7	privacy	privacy	NOUN
cana-521	133	8	mechanisms	mechanism	NOUN
cana-521	133	9	to	to	ADP
cana-521	133	10	the	the	DET
cana-521	133	11	encoding	encoding	NOUN
cana-521	133	12	-	-	PUNCT
cana-521	133	13	decoding	decode	VERB
cana-521	133	14	process	process	NOUN
cana-521	133	15	:	:	PUNCT
cana-521	133	16	apply	apply	VERB
cana-521	133	17	laplace	laplace	NOUN
cana-521	133	18	noise	noise	NOUN
cana-521	133	19	to	to	ADP
cana-521	133	20	the	the	DET
cana-521	133	21	encoding	encoding	NOUN
cana-521	133	22	step	step	NOUN
cana-521	133	23	to	to	PART
cana-521	133	24	ensure	ensure	VERB
cana-521	133	25	privacy	privacy	NOUN
cana-521	133	26	guarantees	guarantee	NOUN
cana-521	133	27	.	.	PUNCT
cana-521	134	1	carefully	carefully	ADV
cana-521	134	2	choose	choose	VERB
cana-521	134	3	privacy	privacy	NOUN
cana-521	134	4	parameters	parameter	NOUN
cana-521	134	5	such	such	ADJ
cana-521	134	6	as	as	ADP
cana-521	134	7	ε	ε	PROPN
cana-521	134	8	to	to	PART
cana-521	134	9	balance	balance	VERB
cana-521	134	10	privacy	privacy	NOUN
cana-521	134	11	and	and	CCONJ
cana-521	134	12	utility	utility	NOUN
cana-521	134	13	.	.	PUNCT
cana-521	135	1	data	datum	NOUN
cana-521	135	2	reconstruction	reconstruction	NOUN
cana-521	135	3	:	:	PUNCT
cana-521	135	4	use	use	VERB
cana-521	135	5	the	the	DET
cana-521	135	6	trained	train	VERB
cana-521	135	7	and	and	CCONJ
cana-521	135	8	privacy	privacy	NOUN
cana-521	135	9	-	-	PUNCT
cana-521	135	10	preserving	preserve	VERB
cana-521	135	11	deep	deep	ADJ
cana-521	135	12	autoencoder	autoencoder	NOUN
cana-521	135	13	for	for	ADP
cana-521	135	14	data	data	NOUN
cana-521	135	15	reconstruction	reconstruction	NOUN
cana-521	135	16	:	:	PUNCT
cana-521	135	17	encode	encode	VERB
cana-521	135	18	the	the	DET
cana-521	135	19	input	input	NOUN
cana-521	135	20	data	datum	NOUN
cana-521	135	21	into	into	ADP
cana-521	135	22	a	a	DET
cana-521	135	23	noisy	noisy	ADJ
cana-521	135	24	,	,	PUNCT
cana-521	135	25	privacy	privacy	NOUN
cana-521	135	26	-	-	PUNCT
cana-521	135	27	preserving	preserve	VERB
cana-521	135	28	representation	representation	NOUN
cana-521	135	29	.	.	PUNCT
cana-521	136	1	decode	decode	VERB
cana-521	136	2	this	this	DET
cana-521	136	3	representation	representation	NOUN
cana-521	136	4	to	to	PART
cana-521	136	5	obtain	obtain	VERB
cana-521	136	6	the	the	DET
cana-521	136	7	reconstructed	reconstructed	ADJ
cana-521	136	8	data	datum	NOUN
cana-521	136	9	.	.	PUNCT
cana-521	137	1	assess	assess	VERB
cana-521	137	2	the	the	DET
cana-521	137	3	quality	quality	NOUN
cana-521	137	4	of	of	ADP
cana-521	137	5	the	the	DET
cana-521	137	6	reconstructed	reconstructed	ADJ
cana-521	137	7	data	datum	NOUN
cana-521	137	8	using	use	VERB
cana-521	137	9	evaluation	evaluation	NOUN
cana-521	137	10	metrics	metric	NOUN
cana-521	137	11	privacy	privacy	NOUN
cana-521	137	12	guarantees	guarantee	NOUN
cana-521	137	13	:	:	PUNCT
cana-521	137	14	monitor	monitor	VERB
cana-521	137	15	and	and	CCONJ
cana-521	137	16	validate	validate	VERB
cana-521	137	17	that	that	SCONJ
cana-521	137	18	the	the	DET
cana-521	137	19	privacy	privacy	NOUN
cana-521	137	20	guarantees	guarantee	NOUN
cana-521	137	21	,	,	PUNCT
cana-521	137	22	as	as	SCONJ
cana-521	137	23	defined	define	VERB
cana-521	137	24	by	by	ADP
cana-521	137	25	ε	ε	PROPN
cana-521	137	26	,	,	PUNCT
cana-521	137	27	are	be	AUX
cana-521	137	28	maintained	maintain	VERB
cana-521	137	29	within	within	ADP
cana-521	137	30	acceptable	acceptable	ADJ
cana-521	137	31	limits	limit	NOUN
cana-521	137	32	.	.	PUNCT
cana-521	138	1	adjust	adjust	VERB
cana-521	138	2	ε	ε	PROPN
cana-521	139	1	if	if	SCONJ
cana-521	139	2	necessary	necessary	ADJ
cana-521	139	3	to	to	PART
cana-521	139	4	meet	meet	VERB
cana-521	139	5	specific	specific	ADJ
cana-521	139	6	privacy	privacy	NOUN
cana-521	139	7	requirements	requirement	NOUN
cana-521	139	8	.	.	PUNCT
cana-521	140	1	utility	utility	NOUN
cana-521	140	2	evaluation	evaluation	NOUN
cana-521	140	3	:	:	PUNCT
cana-521	140	4	evaluate	evaluate	VERB
cana-521	140	5	the	the	DET
cana-521	140	6	utility	utility	NOUN
cana-521	140	7	of	of	ADP
cana-521	140	8	the	the	DET
cana-521	140	9	reconstructed	reconstructed	ADJ
cana-521	140	10	data	datum	NOUN
cana-521	140	11	for	for	ADP
cana-521	140	12	downstream	downstream	ADJ
cana-521	140	13	tasks	task	NOUN
cana-521	140	14	and	and	CCONJ
cana-521	140	15	applications	application	NOUN
cana-521	140	16	.	.	PUNCT
cana-521	141	1	ensure	ensure	VERB
cana-521	141	2	that	that	SCONJ
cana-521	141	3	privacy	privacy	NOUN
cana-521	141	4	preservation	preservation	NOUN
cana-521	141	5	does	do	AUX
cana-521	141	6	not	not	PART
cana-521	141	7	unduly	unduly	ADV
cana-521	141	8	compromise	compromise	VERB
cana-521	141	9	the	the	DET
cana-521	141	10	usefulness	usefulness	NOUN
cana-521	141	11	of	of	ADP
cana-521	141	12	the	the	DET
cana-521	141	13	data	datum	NOUN
cana-521	141	14	.	.	PUNCT
cana-521	142	1	4	4	X
cana-521	142	2	.	.	X
cana-521	142	3	validation	validation	NOUN
cana-521	142	4	the	the	DET
cana-521	142	5	proposed	propose	VERB
cana-521	142	6	method	method	NOUN
cana-521	142	7	is	be	AUX
cana-521	142	8	evaluated	evaluate	VERB
cana-521	142	9	and	and	CCONJ
cana-521	142	10	compared	compare	VERB
cana-521	142	11	with	with	ADP
cana-521	142	12	three	three	NUM
cana-521	142	13	different	different	ADJ
cana-521	142	14	methods	method	NOUN
cana-521	142	15	across	across	ADP
cana-521	142	16	diverse	diverse	ADJ
cana-521	142	17	data	datum	NOUN
cana-521	142	18	.	.	PUNCT
cana-521	143	1	the	the	DET
cana-521	143	2	metrics	metric	NOUN
cana-521	143	3	considered	consider	VERB
cana-521	143	4	for	for	ADP
cana-521	143	5	evaluation	evaluation	NOUN
cana-521	143	6	include	include	VERB
cana-521	143	7	mse	mse	PROPN
cana-521	143	8	,	,	PUNCT
cana-521	143	9	rmse	rmse	PROPN
cana-521	143	10	,	,	PUNCT
cana-521	143	11	mae	mae	PROPN
cana-521	143	12	,	,	PUNCT
cana-521	143	13	privacy	privacy	NOUN
cana-521	143	14	guarantees	guarantee	NOUN
cana-521	143	15	,	,	PUNCT
cana-521	143	16	and	and	CCONJ
cana-521	143	17	cost	cost	NOUN
cana-521	143	18	.	.	PUNCT
cana-521	144	1	communications	communication	NOUN
cana-521	144	2	on	on	ADP
cana-521	144	3	applied	apply	VERB
cana-521	144	4	nonlinear	nonlinear	ADJ
cana-521	144	5	analysis	analysis	NOUN
cana-521	144	6	issn	issn	NOUN
cana-521	144	7	:	:	PUNCT
cana-521	144	8	1074	1074	NUM
cana-521	144	9	-	-	PUNCT
cana-521	144	10	133x	133x	NUM
cana-521	144	11	vol	vol	NOUN
cana-521	144	12	31	31	NUM
cana-521	144	13	no	no	NOUN
cana-521	144	14	.	.	NOUN
cana-521	144	15	2	2	NUM
cana-521	144	16	(	(	PUNCT
cana-521	144	17	2024	2024	NUM
cana-521	144	18	)	)	PUNCT
cana-521	144	19	91	91	NUM
cana-521	144	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-521	144	21	table	table	NOUN
cana-521	144	22	1	1	NUM
cana-521	144	23	:	:	PUNCT
cana-521	144	24	experimental	experimental	ADJ
cana-521	144	25	setup	setup	NOUN
cana-521	144	26	parameter	parameter	NOUN
cana-521	144	27	value	value	NOUN
cana-521	144	28	deep	deep	ADJ
cana-521	144	29	autoencoder	autoencoder	NOUN
cana-521	144	30	architecture	architecture	NOUN
cana-521	144	31	3	3	NUM
cana-521	144	32	-	-	PUNCT
cana-521	144	33	layer	layer	NOUN
cana-521	144	34	encoder	encoder	NOUN
cana-521	144	35	,	,	PUNCT
cana-521	144	36	3	3	NUM
cana-521	144	37	-	-	PUNCT
cana-521	144	38	layer	layer	NOUN
cana-521	144	39	decoder	decoder	NOUN
cana-521	144	40	privacy	privacy	NOUN
cana-521	144	41	mechanism	mechanism	NOUN
cana-521	144	42	laplace	laplace	NOUN
cana-521	144	43	noise	noise	NOUN
cana-521	144	44	(	(	PUNCT
cana-521	144	45	ε=0.1	ε=0.1	NOUN
cana-521	144	46	)	)	PUNCT
cana-521	144	47	training	training	NOUN
cana-521	144	48	epochs	epoch	NOUN
cana-521	144	49	100	100	NUM
cana-521	144	50	learning	learning	NOUN
cana-521	144	51	rate	rate	NOUN
cana-521	144	52	0.001	0.001	NUM
cana-521	144	53	batch	batch	NOUN
cana-521	144	54	size	size	NOUN
cana-521	144	55	32	32	NUM
cana-521	144	56	evaluation	evaluation	NOUN
cana-521	144	57	metric	metric	ADJ
cana-521	144	58	mean	mean	NOUN
cana-521	144	59	squared	square	VERB
cana-521	144	60	error	error	NOUN
cana-521	144	61	(	(	PUNCT
cana-521	144	62	mse	mse	PROPN
cana-521	144	63	)	)	PUNCT
cana-521	144	64	privacy	privacy	NOUN
cana-521	144	65	budget	budget	NOUN
cana-521	144	66	(	(	PUNCT
cana-521	144	67	ε	ε	PROPN
cana-521	144	68	)	)	PUNCT
cana-521	144	69	0.1	0.1	NUM
cana-521	144	70	test	test	NOUN
cana-521	144	71	dataset	dataset	VERB
cana-521	144	72	size	size	NOUN
cana-521	144	73	10,000	10,000	NUM
cana-521	144	74	samples	sample	NOUN
cana-521	144	75	performance	performance	NOUN
cana-521	144	76	metrics	metric	NOUN
cana-521	144	77	:	:	PUNCT
cana-521	144	78	mean	mean	VERB
cana-521	144	79	squared	square	VERB
cana-521	144	80	error	error	NOUN
cana-521	144	81	(	(	PUNCT
cana-521	144	82	mse	mse	NOUN
cana-521	144	83	):	):	PUNCT
cana-521	144	84	mse	mse	NOUN
cana-521	144	85	measures	measure	NOUN
cana-521	144	86	the	the	DET
cana-521	144	87	average	average	ADJ
cana-521	144	88	squared	squared	ADJ
cana-521	144	89	difference	difference	NOUN
cana-521	144	90	between	between	ADP
cana-521	144	91	the	the	DET
cana-521	144	92	original	original	ADJ
cana-521	144	93	data	datum	NOUN
cana-521	144	94	and	and	CCONJ
cana-521	144	95	the	the	DET
cana-521	144	96	reconstructed	reconstructed	ADJ
cana-521	144	97	data	datum	NOUN
cana-521	144	98	.	.	PUNCT
cana-521	145	1	lower	low	ADJ
cana-521	145	2	mse	mse	PROPN
cana-521	145	3	values	value	NOUN
cana-521	145	4	indicate	indicate	VERB
cana-521	145	5	better	well	ADJ
cana-521	145	6	reconstruction	reconstruction	NOUN
cana-521	145	7	quality	quality	NOUN
cana-521	145	8	.	.	PUNCT
cana-521	146	1	privacy	privacy	NOUN
cana-521	146	2	guarantees	guarantee	NOUN
cana-521	146	3	(	(	PUNCT
cana-521	146	4	ε	ε	PROPN
cana-521	146	5	):	):	PUNCT
cana-521	146	6	ε	ε	PROPN
cana-521	146	7	quantifies	quantify	VERB
cana-521	146	8	the	the	DET
cana-521	146	9	level	level	NOUN
cana-521	146	10	of	of	ADP
cana-521	146	11	differential	differential	ADJ
cana-521	146	12	privacy	privacy	NOUN
cana-521	146	13	provided	provide	VERB
cana-521	146	14	by	by	ADP
cana-521	146	15	the	the	DET
cana-521	146	16	laplace	laplace	NOUN
cana-521	146	17	noise	noise	NOUN
cana-521	146	18	mechanism	mechanism	NOUN
cana-521	146	19	.	.	PUNCT
cana-521	147	1	smaller	small	ADJ
cana-521	147	2	ε	ε	PROPN
cana-521	147	3	values	value	NOUN
cana-521	147	4	provide	provide	VERB
cana-521	147	5	stronger	strong	ADJ
cana-521	147	6	privacy	privacy	NOUN
cana-521	147	7	guarantees	guarantee	NOUN
cana-521	147	8	but	but	CCONJ
cana-521	147	9	may	may	AUX
cana-521	147	10	affect	affect	VERB
cana-521	147	11	data	datum	NOUN
cana-521	147	12	utility	utility	NOUN
cana-521	147	13	.	.	PUNCT
cana-521	148	1	figure	figure	VERB
cana-521	148	2	3	3	NUM
cana-521	148	3	:	:	PUNCT
cana-521	148	4	mse	mse	NOUN
cana-521	148	5	communications	communication	NOUN
cana-521	148	6	on	on	ADP
cana-521	148	7	applied	apply	VERB
cana-521	148	8	nonlinear	nonlinear	ADJ
cana-521	148	9	analysis	analysis	NOUN
cana-521	148	10	issn	issn	NOUN
cana-521	148	11	:	:	PUNCT
cana-521	148	12	1074	1074	NUM
cana-521	148	13	-	-	PUNCT
cana-521	148	14	133x	133x	NUM
cana-521	148	15	vol	vol	NOUN
cana-521	148	16	31	31	NUM
cana-521	148	17	no	no	NOUN
cana-521	148	18	.	.	NOUN
cana-521	148	19	2	2	NUM
cana-521	148	20	(	(	PUNCT
cana-521	148	21	2024	2024	NUM
cana-521	148	22	)	)	PUNCT
cana-521	148	23	92	92	NUM
cana-521	148	24	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-521	148	25	figure	figure	NOUN
cana-521	148	26	4	4	NUM
cana-521	148	27	:	:	PUNCT
cana-521	148	28	rmse	rmse	ADJ
cana-521	148	29	figure	figure	NOUN
cana-521	148	30	5	5	NUM
cana-521	148	31	:	:	PUNCT
cana-521	148	32	privacy	privacy	NOUN
cana-521	148	33	guarantees	guarantee	VERB
cana-521	148	34	communications	communication	NOUN
cana-521	148	35	on	on	ADP
cana-521	148	36	applied	apply	VERB
cana-521	148	37	nonlinear	nonlinear	ADJ
cana-521	148	38	analysis	analysis	NOUN
cana-521	148	39	issn	issn	NOUN
cana-521	148	40	:	:	PUNCT
cana-521	148	41	1074	1074	NUM
cana-521	148	42	-	-	PUNCT
cana-521	148	43	133x	133x	NUM
cana-521	148	44	vol	vol	NOUN
cana-521	148	45	31	31	NUM
cana-521	148	46	no	no	NOUN
cana-521	148	47	.	.	NOUN
cana-521	148	48	2	2	NUM
cana-521	148	49	(	(	PUNCT
cana-521	148	50	2024	2024	NUM
cana-521	148	51	)	)	PUNCT
cana-521	149	1	93	93	NUM
cana-521	149	2	https://internationalpubls.com	https://internationalpubls.com	X
cana-521	149	3	figure	figure	NOUN
cana-521	149	4	6	6	NUM
cana-521	149	5	:	:	PUNCT
cana-521	149	6	cost	cost	VERB
cana-521	149	7	the	the	DET
cana-521	149	8	experimental	experimental	ADJ
cana-521	149	9	results	result	NOUN
cana-521	149	10	(	(	PUNCT
cana-521	149	11	figure	figure	NOUN
cana-521	149	12	3	3	NUM
cana-521	149	13	-	-	SYM
cana-521	149	14	6	6	NUM
cana-521	149	15	)	)	PUNCT
cana-521	149	16	showcase	showcase	NOUN
cana-521	149	17	the	the	DET
cana-521	149	18	performance	performance	NOUN
cana-521	149	19	of	of	ADP
cana-521	149	20	three	three	NUM
cana-521	149	21	different	different	ADJ
cana-521	149	22	methods	method	NOUN
cana-521	149	23	across	across	ADP
cana-521	149	24	diverse	diverse	ADJ
cana-521	149	25	data	datum	NOUN
cana-521	149	26	.	.	PUNCT
cana-521	150	1	the	the	DET
cana-521	150	2	proposed	propose	VERB
cana-521	150	3	method	method	NOUN
cana-521	150	4	demonstrates	demonstrate	VERB
cana-521	150	5	a	a	DET
cana-521	150	6	significant	significant	ADJ
cana-521	150	7	reduction	reduction	NOUN
cana-521	150	8	in	in	ADP
cana-521	150	9	mse	mse	NOUN
cana-521	150	10	compared	compare	VERB
cana-521	150	11	to	to	ADP
cana-521	150	12	both	both	CCONJ
cana-521	150	13	gdpr	gdpr	VERB
cana-521	150	14	and	and	CCONJ
cana-521	150	15	ccpa	ccpa	VERB
cana-521	150	16	across	across	ADP
cana-521	150	17	all	all	DET
cana-521	150	18	datasets	dataset	NOUN
cana-521	150	19	,	,	PUNCT
cana-521	150	20	with	with	ADP
cana-521	150	21	an	an	DET
cana-521	150	22	average	average	ADJ
cana-521	150	23	improvement	improvement	NOUN
cana-521	150	24	of	of	ADP
cana-521	150	25	approximately	approximately	ADV
cana-521	150	26	8	8	NUM
cana-521	150	27	%	%	NOUN
cana-521	150	28	.	.	PUNCT
cana-521	151	1	this	this	PRON
cana-521	151	2	indicates	indicate	VERB
cana-521	151	3	that	that	SCONJ
cana-521	151	4	the	the	DET
cana-521	151	5	proposed	propose	VERB
cana-521	151	6	method	method	NOUN
cana-521	151	7	achieves	achieve	VERB
cana-521	151	8	better	well	ADJ
cana-521	151	9	data	datum	NOUN
cana-521	151	10	reconstruction	reconstruction	NOUN
cana-521	151	11	quality	quality	NOUN
cana-521	151	12	,	,	PUNCT
cana-521	151	13	with	with	ADP
cana-521	151	14	lower	low	ADJ
cana-521	151	15	reconstruction	reconstruction	NOUN
cana-521	151	16	errors	error	NOUN
cana-521	151	17	.	.	PUNCT
cana-521	152	1	the	the	DET
cana-521	152	2	rmse	rmse	PROPN
cana-521	152	3	results	result	NOUN
cana-521	152	4	mirror	mirror	VERB
cana-521	152	5	the	the	DET
cana-521	152	6	mse	mse	PROPN
cana-521	152	7	findings	finding	NOUN
cana-521	152	8	,	,	PUNCT
cana-521	152	9	showing	show	VERB
cana-521	152	10	a	a	DET
cana-521	152	11	consistent	consistent	ADJ
cana-521	152	12	improvement	improvement	NOUN
cana-521	152	13	of	of	ADP
cana-521	152	14	around	around	ADV
cana-521	152	15	6	6	NUM
cana-521	152	16	%	%	NOUN
cana-521	152	17	with	with	ADP
cana-521	152	18	the	the	DET
cana-521	152	19	proposed	propose	VERB
cana-521	152	20	method	method	NOUN
cana-521	152	21	.	.	PUNCT
cana-521	153	1	this	this	PRON
cana-521	153	2	suggests	suggest	VERB
cana-521	153	3	that	that	SCONJ
cana-521	153	4	the	the	DET
cana-521	153	5	proposed	propose	VERB
cana-521	153	6	approach	approach	NOUN
cana-521	153	7	consistently	consistently	ADV
cana-521	153	8	provides	provide	VERB
cana-521	153	9	more	more	ADV
cana-521	153	10	accurate	accurate	ADJ
cana-521	153	11	reconstructions	reconstruction	NOUN
cana-521	153	12	.	.	PUNCT
cana-521	154	1	the	the	DET
cana-521	154	2	privacy	privacy	NOUN
cana-521	154	3	assurances	assurance	NOUN
cana-521	154	4	provided	provide	VERB
cana-521	154	5	by	by	ADP
cana-521	154	6	the	the	DET
cana-521	154	7	proposed	propose	VERB
cana-521	154	8	method	method	NOUN
cana-521	154	9	,	,	PUNCT
cana-521	154	10	as	as	SCONJ
cana-521	154	11	measured	measure	VERB
cana-521	154	12	by	by	ADP
cana-521	154	13	the	the	DET
cana-521	154	14	parameter	parameter	NOUN
cana-521	154	15	ε	ε	PROPN
cana-521	154	16	,	,	PUNCT
cana-521	154	17	consistently	consistently	ADV
cana-521	154	18	adhere	adhere	VERB
cana-521	154	19	to	to	ADP
cana-521	154	20	the	the	DET
cana-521	154	21	predetermined	predetermine	VERB
cana-521	154	22	privacy	privacy	NOUN
cana-521	154	23	allocation	allocation	NOUN
cana-521	154	24	across	across	ADP
cana-521	154	25	all	all	DET
cana-521	154	26	scenarios	scenario	NOUN
cana-521	154	27	.	.	PUNCT
cana-521	155	1	on	on	ADP
cana-521	155	2	the	the	DET
cana-521	155	3	other	other	ADJ
cana-521	155	4	hand	hand	NOUN
cana-521	155	5	,	,	PUNCT
cana-521	155	6	the	the	DET
cana-521	155	7	gdpr	gdpr	NOUN
cana-521	155	8	and	and	CCONJ
cana-521	155	9	the	the	DET
cana-521	155	10	ccpa	ccpa	NOUN
cana-521	155	11	at	at	ADP
cana-521	155	12	times	time	NOUN
cana-521	155	13	surpass	surpass	VERB
cana-521	155	14	the	the	DET
cana-521	155	15	allocated	allocate	VERB
cana-521	155	16	budget	budget	NOUN
cana-521	155	17	,	,	PUNCT
cana-521	155	18	undermining	undermine	VERB
cana-521	155	19	the	the	DET
cana-521	155	20	protection	protection	NOUN
cana-521	155	21	of	of	ADP
cana-521	155	22	privacy	privacy	NOUN
cana-521	155	23	.	.	PUNCT
cana-521	156	1	this	this	DET
cana-521	156	2	finding	finding	NOUN
cana-521	156	3	illustrates	illustrate	VERB
cana-521	156	4	that	that	SCONJ
cana-521	156	5	the	the	DET
cana-521	156	6	proposed	propose	VERB
cana-521	156	7	method	method	NOUN
cana-521	156	8	effectively	effectively	ADV
cana-521	156	9	upholds	uphold	VERB
cana-521	156	10	more	more	ADV
cana-521	156	11	robust	robust	ADJ
cana-521	156	12	privacy	privacy	NOUN
cana-521	156	13	guarantees	guarantee	NOUN
cana-521	156	14	.	.	PUNCT
cana-521	157	1	the	the	DET
cana-521	157	2	cost	cost	NOUN
cana-521	157	3	analysis	analysis	NOUN
cana-521	157	4	demonstrates	demonstrate	VERB
cana-521	157	5	that	that	SCONJ
cana-521	157	6	the	the	DET
cana-521	157	7	proposed	propose	VERB
cana-521	157	8	method	method	NOUN
cana-521	157	9	exhibits	exhibit	VERB
cana-521	157	10	a	a	DET
cana-521	157	11	marginally	marginally	ADV
cana-521	157	12	reduced	reduce	VERB
cana-521	157	13	computational	computational	ADJ
cana-521	157	14	cost	cost	NOUN
cana-521	157	15	in	in	ADP
cana-521	157	16	comparison	comparison	NOUN
cana-521	157	17	to	to	ADP
cana-521	157	18	gdpr	gdpr	VERB
cana-521	157	19	and	and	CCONJ
cana-521	157	20	ccpa	ccpa	VERB
cana-521	157	21	,	,	PUNCT
cana-521	157	22	resulting	result	VERB
cana-521	157	23	in	in	ADP
cana-521	157	24	an	an	DET
cana-521	157	25	average	average	ADJ
cana-521	157	26	decrease	decrease	NOUN
cana-521	157	27	of	of	ADP
cana-521	157	28	around	around	ADP
cana-521	157	29	10	10	NUM
cana-521	157	30	%	%	NOUN
cana-521	157	31	.	.	PUNCT
cana-521	158	1	this	this	PRON
cana-521	158	2	implies	imply	VERB
cana-521	158	3	that	that	SCONJ
cana-521	158	4	the	the	DET
cana-521	158	5	proposed	propose	VERB
cana-521	158	6	methodology	methodology	NOUN
cana-521	158	7	attains	attain	VERB
cana-521	158	8	greater	great	ADJ
cana-521	158	9	performance	performance	NOUN
cana-521	158	10	while	while	SCONJ
cana-521	158	11	also	also	ADV
cana-521	158	12	exhibiting	exhibit	VERB
cana-521	158	13	enhanced	enhanced	ADJ
cana-521	158	14	computing	computing	NOUN
cana-521	158	15	efficiency	efficiency	NOUN
cana-521	158	16	.	.	PUNCT
cana-521	159	1	hence	hence	ADV
cana-521	159	2	,	,	PUNCT
cana-521	159	3	the	the	DET
cana-521	159	4	empirical	empirical	ADJ
cana-521	159	5	findings	finding	NOUN
cana-521	159	6	suggest	suggest	VERB
cana-521	159	7	that	that	SCONJ
cana-521	159	8	the	the	DET
cana-521	159	9	proposed	propose	VERB
cana-521	159	10	method	method	NOUN
cana-521	159	11	presents	present	VERB
cana-521	159	12	a	a	DET
cana-521	159	13	noteworthy	noteworthy	ADJ
cana-521	159	14	balance	balance	NOUN
cana-521	159	15	between	between	ADP
cana-521	159	16	enhanced	enhance	VERB
cana-521	159	17	data	datum	NOUN
cana-521	159	18	reconstruction	reconstruction	NOUN
cana-521	159	19	quality	quality	NOUN
cana-521	159	20	,	,	PUNCT
cana-521	159	21	resilient	resilient	ADJ
cana-521	159	22	privacy	privacy	NOUN
cana-521	159	23	preservation	preservation	NOUN
cana-521	159	24	,	,	PUNCT
cana-521	159	25	and	and	CCONJ
cana-521	159	26	effective	effective	ADJ
cana-521	159	27	computing	computing	NOUN
cana-521	159	28	expenditure	expenditure	NOUN
cana-521	159	29	.	.	PUNCT
cana-521	160	1	the	the	DET
cana-521	160	2	aforementioned	aforementione	VERB
cana-521	160	3	results	result	NOUN
cana-521	160	4	highlight	highlight	VERB
cana-521	160	5	the	the	DET
cana-521	160	6	capability	capability	NOUN
cana-521	160	7	of	of	ADP
cana-521	160	8	the	the	DET
cana-521	160	9	suggested	suggest	VERB
cana-521	160	10	communications	communication	NOUN
cana-521	160	11	on	on	ADP
cana-521	160	12	applied	apply	VERB
cana-521	160	13	nonlinear	nonlinear	ADJ
cana-521	160	14	analysis	analysis	NOUN
cana-521	160	15	issn	issn	NOUN
cana-521	160	16	:	:	PUNCT
cana-521	160	17	1074	1074	NUM
cana-521	160	18	-	-	PUNCT
cana-521	160	19	133x	133x	NUM
cana-521	160	20	vol	vol	NOUN
cana-521	160	21	31	31	NUM
cana-521	160	22	no	no	NOUN
cana-521	160	23	.	.	NOUN
cana-521	160	24	2	2	NUM
cana-521	160	25	(	(	PUNCT
cana-521	160	26	2024	2024	NUM
cana-521	160	27	)	)	PUNCT
cana-521	160	28	94	94	NUM
cana-521	160	29	https://internationalpubls.com	https://internationalpubls.com	X
cana-521	160	30	methodology	methodology	NOUN
cana-521	160	31	in	in	ADP
cana-521	160	32	tackling	tackle	VERB
cana-521	160	33	the	the	DET
cana-521	160	34	obstacles	obstacle	NOUN
cana-521	160	35	related	relate	VERB
cana-521	160	36	to	to	ADP
cana-521	160	37	data	datum	NOUN
cana-521	160	38	privacy	privacy	NOUN
cana-521	160	39	while	while	SCONJ
cana-521	160	40	simultaneously	simultaneously	ADV
cana-521	160	41	preserving	preserve	VERB
cana-521	160	42	data	datum	NOUN
cana-521	160	43	usefulness	usefulness	NOUN
cana-521	160	44	.	.	PUNCT
cana-521	161	1	consequently	consequently	ADV
cana-521	161	2	,	,	PUNCT
cana-521	161	3	this	this	DET
cana-521	161	4	technique	technique	NOUN
cana-521	161	5	exhibits	exhibit	VERB
cana-521	161	6	considerable	considerable	ADJ
cana-521	161	7	potential	potential	NOUN
cana-521	161	8	as	as	ADP
cana-521	161	9	a	a	DET
cana-521	161	10	viable	viable	ADJ
cana-521	161	11	option	option	NOUN
cana-521	161	12	for	for	ADP
cana-521	161	13	applications	application	NOUN
cana-521	161	14	that	that	PRON
cana-521	161	15	prioritize	prioritize	VERB
cana-521	161	16	privacy	privacy	NOUN
cana-521	161	17	.	.	PUNCT
cana-521	162	1	5	5	X
cana-521	162	2	.	.	X
cana-521	162	3	conclusion	conclusion	NOUN
cana-521	162	4	this	this	DET
cana-521	162	5	study	study	NOUN
cana-521	162	6	examines	examine	VERB
cana-521	162	7	the	the	DET
cana-521	162	8	efficacy	efficacy	NOUN
cana-521	162	9	of	of	ADP
cana-521	162	10	three	three	NUM
cana-521	162	11	unique	unique	ADJ
cana-521	162	12	methodologies	methodology	NOUN
cana-521	162	13	,	,	PUNCT
cana-521	162	14	specifically	specifically	ADV
cana-521	162	15	gdpr	gdpr	VERB
cana-521	162	16	,	,	PUNCT
cana-521	162	17	ccpa	ccpa	NOUN
cana-521	162	18	,	,	PUNCT
cana-521	162	19	and	and	CCONJ
cana-521	162	20	the	the	DET
cana-521	162	21	proposed	propose	VERB
cana-521	162	22	method	method	NOUN
cana-521	162	23	,	,	PUNCT
cana-521	162	24	in	in	ADP
cana-521	162	25	the	the	DET
cana-521	162	26	context	context	NOUN
cana-521	162	27	of	of	ADP
cana-521	162	28	privacy	privacy	NOUN
cana-521	162	29	-	-	PUNCT
cana-521	162	30	preserving	preserve	VERB
cana-521	162	31	data	datum	NOUN
cana-521	162	32	reconstruction	reconstruction	NOUN
cana-521	162	33	.	.	PUNCT
cana-521	163	1	the	the	DET
cana-521	163	2	proposed	propose	VERB
cana-521	163	3	method	method	NOUN
cana-521	163	4	consistently	consistently	ADV
cana-521	163	5	demonstrated	demonstrate	VERB
cana-521	163	6	superior	superior	ADJ
cana-521	163	7	performance	performance	NOUN
cana-521	163	8	in	in	ADP
cana-521	163	9	terms	term	NOUN
cana-521	163	10	of	of	ADP
cana-521	163	11	data	datum	NOUN
cana-521	163	12	reconstruction	reconstruction	NOUN
cana-521	163	13	quality	quality	NOUN
cana-521	163	14	compared	compare	VERB
cana-521	163	15	to	to	ADP
cana-521	163	16	both	both	CCONJ
cana-521	163	17	gdpr	gdpr	VERB
cana-521	163	18	and	and	CCONJ
cana-521	163	19	ccpa	ccpa	NOUN
cana-521	163	20	.	.	PUNCT
cana-521	164	1	the	the	DET
cana-521	164	2	model	model	NOUN
cana-521	164	3	demonstrated	demonstrate	VERB
cana-521	164	4	significantly	significantly	ADV
cana-521	164	5	reduced	reduce	VERB
cana-521	164	6	mse	mse	PROPN
cana-521	164	7	,	,	PUNCT
cana-521	164	8	rmse	rmse	NOUN
cana-521	164	9	,	,	PUNCT
cana-521	164	10	and	and	CCONJ
cana-521	164	11	mae	mae	PROPN
cana-521	164	12	values	value	NOUN
cana-521	164	13	across	across	ADP
cana-521	164	14	all	all	DET
cana-521	164	15	datasets	dataset	NOUN
cana-521	164	16	,	,	PUNCT
cana-521	164	17	suggesting	suggest	VERB
cana-521	164	18	its	its	PRON
cana-521	164	19	superior	superior	ADJ
cana-521	164	20	capability	capability	NOUN
cana-521	164	21	in	in	ADP
cana-521	164	22	reliably	reliably	ADV
cana-521	164	23	reconstructing	reconstruct	VERB
cana-521	164	24	data	datum	NOUN
cana-521	164	25	points	point	NOUN
cana-521	164	26	.	.	PUNCT
cana-521	165	1	the	the	DET
cana-521	165	2	proposed	propose	VERB
cana-521	165	3	method	method	NOUN
cana-521	165	4	exhibited	exhibit	VERB
cana-521	165	5	strong	strong	ADJ
cana-521	165	6	privacy	privacy	NOUN
cana-521	165	7	preservation	preservation	NOUN
cana-521	165	8	by	by	ADP
cana-521	165	9	constantly	constantly	ADV
cana-521	165	10	adhering	adhere	VERB
cana-521	165	11	to	to	ADP
cana-521	165	12	the	the	DET
cana-521	165	13	designated	designate	VERB
cana-521	165	14	privacy	privacy	NOUN
cana-521	165	15	budget	budget	NOUN
cana-521	165	16	.	.	PUNCT
cana-521	166	1	it	it	PRON
cana-521	166	2	is	be	AUX
cana-521	166	3	observed	observe	VERB
cana-521	166	4	that	that	SCONJ
cana-521	166	5	the	the	DET
cana-521	166	6	gdpr	gdpr	NOUN
cana-521	166	7	and	and	CCONJ
cana-521	166	8	the	the	DET
cana-521	166	9	ccpa	ccpa	NOUN
cana-521	166	10	have	have	AUX
cana-521	166	11	at	at	ADP
cana-521	166	12	times	time	NOUN
cana-521	166	13	surpassed	surpass	VERB
cana-521	166	14	the	the	DET
cana-521	166	15	allocated	allocate	VERB
cana-521	166	16	privacy	privacy	NOUN
cana-521	166	17	resources	resource	NOUN
cana-521	166	18	,	,	PUNCT
cana-521	166	19	thereby	thereby	ADV
cana-521	166	20	highlighting	highlight	VERB
cana-521	166	21	the	the	DET
cana-521	166	22	efficacy	efficacy	NOUN
cana-521	166	23	of	of	ADP
cana-521	166	24	the	the	DET
cana-521	166	25	suggested	suggest	VERB
cana-521	166	26	methodology	methodology	NOUN
cana-521	166	27	in	in	ADP
cana-521	166	28	upholding	uphold	VERB
cana-521	166	29	robust	robust	ADJ
cana-521	166	30	privacy	privacy	NOUN
cana-521	166	31	guarantees	guarantee	NOUN
cana-521	166	32	.	.	PUNCT
cana-521	167	1	this	this	DET
cana-521	167	2	analysis	analysis	NOUN
cana-521	167	3	revealed	reveal	VERB
cana-521	167	4	that	that	SCONJ
cana-521	167	5	the	the	DET
cana-521	167	6	proposed	propose	VERB
cana-521	167	7	method	method	NOUN
cana-521	167	8	achieved	achieve	VERB
cana-521	167	9	a	a	DET
cana-521	167	10	slightly	slightly	ADV
cana-521	167	11	lower	low	ADJ
cana-521	167	12	computational	computational	ADJ
cana-521	167	13	cost	cost	NOUN
cana-521	167	14	compared	compare	VERB
cana-521	167	15	to	to	AUX
cana-521	167	16	gdpr	gdpr	VERB
cana-521	167	17	and	and	CCONJ
cana-521	167	18	ccpa	ccpa	VERB
cana-521	167	19	,	,	PUNCT
cana-521	167	20	while	while	SCONJ
cana-521	167	21	still	still	ADV
cana-521	167	22	delivering	deliver	VERB
cana-521	167	23	superior	superior	ADJ
cana-521	167	24	performance	performance	NOUN
cana-521	167	25	.	.	PUNCT
cana-521	168	1	this	this	PRON
cana-521	168	2	suggests	suggest	VERB
cana-521	168	3	that	that	SCONJ
cana-521	168	4	the	the	DET
cana-521	168	5	proposed	propose	VERB
cana-521	168	6	approach	approach	NOUN
cana-521	168	7	strikes	strike	VERB
cana-521	168	8	a	a	DET
cana-521	168	9	favorable	favorable	ADJ
cana-521	168	10	balance	balance	NOUN
cana-521	168	11	between	between	ADP
cana-521	168	12	efficiency	efficiency	NOUN
cana-521	168	13	and	and	CCONJ
cana-521	168	14	utility	utility	NOUN
cana-521	168	15	.	.	PUNCT
cana-521	169	1	this	this	DET
cana-521	169	2	study	study	NOUN
cana-521	169	3	contributes	contribute	VERB
cana-521	169	4	to	to	ADP
cana-521	169	5	the	the	DET
cana-521	169	6	growing	grow	VERB
cana-521	169	7	body	body	NOUN
cana-521	169	8	of	of	ADP
cana-521	169	9	research	research	NOUN
cana-521	169	10	in	in	ADP
cana-521	169	11	privacy	privacy	NOUN
cana-521	169	12	-	-	PUNCT
cana-521	169	13	preserving	preserve	VERB
cana-521	169	14	data	datum	NOUN
cana-521	169	15	analysis	analysis	NOUN
cana-521	169	16	by	by	ADP
cana-521	169	17	introducing	introduce	VERB
cana-521	169	18	an	an	DET
cana-521	169	19	effective	effective	ADJ
cana-521	169	20	and	and	CCONJ
cana-521	169	21	efficient	efficient	ADJ
cana-521	169	22	method	method	NOUN
cana-521	169	23	that	that	PRON
cana-521	169	24	addresses	address	VERB
cana-521	169	25	the	the	DET
cana-521	169	26	challenges	challenge	NOUN
cana-521	169	27	of	of	ADP
cana-521	169	28	data	datum	NOUN
cana-521	169	29	privacy	privacy	NOUN
cana-521	169	30	while	while	SCONJ
cana-521	169	31	maintaining	maintain	VERB
cana-521	169	32	data	datum	NOUN
cana-521	169	33	utility	utility	NOUN
cana-521	169	34	.	.	PUNCT
cana-521	170	1	further	further	ADJ
cana-521	170	2	research	research	NOUN
cana-521	170	3	and	and	CCONJ
cana-521	170	4	real	real	ADJ
cana-521	170	5	-	-	PUNCT
cana-521	170	6	world	world	NOUN
cana-521	170	7	applications	application	NOUN
cana-521	170	8	of	of	ADP
cana-521	170	9	the	the	DET
cana-521	170	10	method	method	NOUN
cana-521	170	11	are	be	AUX
cana-521	170	12	necessary	necessary	ADJ
cana-521	170	13	to	to	PART
cana-521	170	14	validate	validate	VERB
cana-521	170	15	its	its	PRON
cana-521	170	16	effectiveness	effectiveness	NOUN
cana-521	170	17	in	in	ADP
cana-521	170	18	various	various	ADJ
cana-521	170	19	practical	practical	ADJ
cana-521	170	20	settings	setting	NOUN
cana-521	170	21	.	.	PUNCT
cana-521	171	1	references	reference	NOUN
cana-521	171	2	[	[	X
cana-521	171	3	1	1	NUM
cana-521	171	4	]	]	X
cana-521	171	5	chamola	chamola	X
cana-521	171	6	,	,	PUNCT
cana-521	171	7	v.	v.	ADV
cana-521	171	8	,	,	PUNCT
cana-521	171	9	hassija	hassija	NOUN
cana-521	171	10	,	,	PUNCT
cana-521	171	11	v.	v.	ADV
cana-521	171	12	,	,	PUNCT
cana-521	171	13	sulthana	sulthana	PROPN
cana-521	171	14	,	,	PUNCT
cana-521	171	15	a.	a.	PROPN
cana-521	171	16	r.	r.	PROPN
cana-521	171	17	,	,	PUNCT
cana-521	171	18	ghosh	ghosh	PROPN
cana-521	171	19	,	,	PUNCT
cana-521	171	20	d.	d.	PROPN
cana-521	171	21	,	,	PUNCT
cana-521	171	22	dhingra	dhingra	PROPN
cana-521	171	23	,	,	PUNCT
cana-521	171	24	d.	d.	PROPN
cana-521	171	25	,	,	PUNCT
cana-521	171	26	&	&	CCONJ
cana-521	171	27	sikdar	sikdar	PROPN
cana-521	171	28	,	,	PUNCT
cana-521	171	29	b.	b.	PROPN
cana-521	171	30	(	(	PUNCT
cana-521	171	31	2023	2023	NUM
cana-521	171	32	)	)	PUNCT
cana-521	171	33	.	.	PUNCT
cana-521	172	1	a	a	DET
cana-521	172	2	review	review	NOUN
cana-521	172	3	of	of	ADP
cana-521	172	4	trustworthy	trustworthy	ADJ
cana-521	172	5	and	and	CCONJ
cana-521	172	6	explainable	explainable	ADJ
cana-521	172	7	artificial	artificial	ADJ
cana-521	172	8	intelligence	intelligence	NOUN
cana-521	172	9	(	(	PUNCT
cana-521	172	10	xai	xai	PROPN
cana-521	172	11	)	)	PUNCT
cana-521	172	12	.	.	PUNCT
cana-521	173	1	ieee	ieee	NOUN
cana-521	173	2	access	access	NOUN
cana-521	173	3	.	.	PUNCT
cana-521	174	1	[	[	X
cana-521	174	2	2	2	NUM
cana-521	174	3	]	]	X
cana-521	174	4	abou	abou	PROPN
cana-521	174	5	-	-	PUNCT
cana-521	174	6	nassar	nassar	PROPN
cana-521	174	7	,	,	PUNCT
cana-521	174	8	e.	e.	PROPN
cana-521	174	9	m.	m.	PROPN
cana-521	174	10	,	,	PUNCT
cana-521	174	11	iliyasu	iliyasu	PROPN
cana-521	174	12	,	,	PUNCT
cana-521	174	13	a.	a.	NOUN
cana-521	174	14	m.	m.	NOUN
cana-521	174	15	,	,	PUNCT
cana-521	174	16	el	el	PROPN
cana-521	174	17	-	-	PUNCT
cana-521	174	18	kafrawy	kafrawy	PROPN
cana-521	174	19	,	,	PUNCT
cana-521	174	20	p.	p.	NOUN
cana-521	174	21	m.	m.	NOUN
cana-521	174	22	,	,	PUNCT
cana-521	174	23	song	song	NOUN
cana-521	174	24	,	,	PUNCT
cana-521	174	25	o.	o.	PROPN
cana-521	174	26	y.	y.	PROPN
cana-521	174	27	,	,	PUNCT
cana-521	174	28	bashir	bashir	PROPN
cana-521	174	29	,	,	PUNCT
cana-521	174	30	a.	a.	PROPN
cana-521	174	31	k.	k.	PROPN
cana-521	174	32	,	,	PUNCT
cana-521	174	33	&	&	CCONJ
cana-521	174	34	abd	abd	PROPN
cana-521	174	35	el	el	PROPN
cana-521	174	36	-	-	PROPN
cana-521	174	37	latif	latif	PROPN
cana-521	174	38	,	,	PUNCT
cana-521	174	39	a.	a.	NOUN
cana-521	174	40	a.	a.	NOUN
cana-521	174	41	(	(	PUNCT
cana-521	174	42	2020	2020	NUM
cana-521	174	43	)	)	PUNCT
cana-521	174	44	.	.	PUNCT
cana-521	175	1	ditrust	ditrust	PROPN
cana-521	175	2	chain	chain	NOUN
cana-521	175	3	:	:	PUNCT
cana-521	175	4	towards	towards	ADP
cana-521	175	5	blockchain	blockchain	PROPN
cana-521	175	6	-	-	PUNCT
cana-521	175	7	based	base	VERB
cana-521	175	8	trust	trust	NOUN
cana-521	175	9	models	model	NOUN
cana-521	175	10	for	for	ADP
cana-521	175	11	sustainable	sustainable	ADJ
cana-521	175	12	healthcare	healthcare	NOUN
cana-521	175	13	iot	iot	PROPN
cana-521	175	14	systems	system	NOUN
cana-521	175	15	.	.	PUNCT
cana-521	176	1	ieee	ieee	NOUN
cana-521	176	2	access	access	NOUN
cana-521	176	3	,	,	PUNCT
cana-521	176	4	8	8	NUM
cana-521	176	5	,	,	PUNCT
cana-521	176	6	111223	111223	NUM
cana-521	176	7	-	-	SYM
cana-521	176	8	111238	111238	NUM
cana-521	176	9	.	.	PUNCT
cana-521	177	1	[	[	X
cana-521	177	2	3	3	NUM
cana-521	177	3	]	]	SYM
cana-521	177	4	lyu	lyu	NOUN
cana-521	177	5	,	,	PUNCT
cana-521	177	6	l.	l.	PROPN
cana-521	177	7	,	,	PUNCT
cana-521	177	8	bezdek	bezdek	PROPN
cana-521	177	9	,	,	PUNCT
cana-521	177	10	j.	j.	PROPN
cana-521	177	11	c.	c.	PROPN
cana-521	177	12	,	,	PUNCT
cana-521	177	13	jin	jin	PROPN
cana-521	177	14	,	,	PUNCT
cana-521	177	15	j.	j.	PROPN
cana-521	177	16	,	,	PUNCT
cana-521	177	17	&	&	CCONJ
cana-521	177	18	yang	yang	PROPN
cana-521	177	19	,	,	PUNCT
cana-521	177	20	y.	y.	PROPN
cana-521	177	21	(	(	PUNCT
cana-521	177	22	2020	2020	NUM
cana-521	177	23	)	)	PUNCT
cana-521	177	24	.	.	PUNCT
cana-521	178	1	foreseen	foresee	VERB
cana-521	178	2	:	:	PUNCT
cana-521	178	3	towards	towards	ADP
cana-521	178	4	differentially	differentially	ADV
cana-521	178	5	private	private	ADJ
cana-521	178	6	deep	deep	ADJ
cana-521	178	7	inference	inference	NOUN
cana-521	178	8	for	for	ADP
cana-521	178	9	intelligent	intelligent	ADJ
cana-521	178	10	internet	internet	NOUN
cana-521	178	11	of	of	ADP
cana-521	178	12	things	thing	NOUN
cana-521	178	13	.	.	PUNCT
cana-521	179	1	ieee	ieee	PROPN
cana-521	179	2	journal	journal	PROPN
cana-521	179	3	on	on	ADP
cana-521	179	4	selected	select	VERB
cana-521	179	5	areas	area	NOUN
cana-521	179	6	in	in	ADP
cana-521	179	7	communications	communication	NOUN
cana-521	179	8	,	,	PUNCT
cana-521	179	9	38(10	38(10	PROPN
cana-521	179	10	)	)	PUNCT
cana-521	179	11	,	,	PUNCT
cana-521	179	12	2418	2418	NUM
cana-521	179	13	-	-	SYM
cana-521	179	14	2429	2429	NUM
cana-521	179	15	.	.	PUNCT
cana-521	180	1	[	[	X
cana-521	180	2	4	4	NUM
cana-521	180	3	]	]	X
cana-521	180	4	pokhrel	pokhrel	NOUN
cana-521	180	5	,	,	PUNCT
cana-521	180	6	s.	s.	PROPN
cana-521	180	7	r.	r.	PROPN
cana-521	180	8	,	,	PUNCT
cana-521	180	9	qu	qu	PROPN
cana-521	180	10	,	,	PUNCT
cana-521	180	11	y.	y.	PROPN
cana-521	180	12	,	,	PUNCT
cana-521	180	13	nepal	nepal	PROPN
cana-521	180	14	,	,	PUNCT
cana-521	180	15	s.	s.	PROPN
cana-521	180	16	,	,	PUNCT
cana-521	180	17	&	&	CCONJ
cana-521	180	18	singh	singh	PROPN
cana-521	180	19	,	,	PUNCT
cana-521	180	20	s.	s.	PROPN
cana-521	180	21	(	(	PUNCT
cana-521	180	22	2020	2020	NUM
cana-521	180	23	)	)	PUNCT
cana-521	180	24	.	.	PUNCT
cana-521	181	1	privacy	privacy	NOUN
cana-521	181	2	-	-	PUNCT
cana-521	181	3	aware	aware	ADJ
cana-521	181	4	autonomous	autonomous	ADJ
cana-521	181	5	valet	valet	NOUN
cana-521	181	6	parking	parking	NOUN
cana-521	181	7	:	:	PUNCT
cana-521	181	8	towards	towards	ADP
cana-521	181	9	experience	experience	NOUN
cana-521	181	10	driven	drive	VERB
cana-521	181	11	approach	approach	NOUN
cana-521	181	12	.	.	PUNCT
cana-521	182	1	ieee	ieee	NOUN
cana-521	182	2	transactions	transaction	NOUN
cana-521	182	3	on	on	ADP
cana-521	182	4	intelligent	intelligent	ADJ
cana-521	182	5	transportation	transportation	NOUN
cana-521	182	6	systems	system	NOUN
cana-521	182	7	,	,	PUNCT
cana-521	182	8	22(8	22(8	NUM
cana-521	182	9	)	)	PUNCT
cana-521	182	10	,	,	PUNCT
cana-521	182	11	5352	5352	NUM
cana-521	182	12	-	-	SYM
cana-521	182	13	5363	5363	NUM
cana-521	182	14	.	.	PUNCT
cana-521	183	1	[	[	X
cana-521	183	2	5	5	NUM
cana-521	183	3	]	]	X
cana-521	183	4	xianjia	xianjia	PROPN
cana-521	183	5	,	,	PUNCT
cana-521	183	6	y.	y.	PROPN
cana-521	183	7	,	,	PUNCT
cana-521	183	8	queralta	queralta	PROPN
cana-521	183	9	,	,	PUNCT
cana-521	183	10	j.	j.	PROPN
cana-521	183	11	p.	p.	PROPN
cana-521	183	12	,	,	PUNCT
cana-521	183	13	heikkonen	heikkonen	PROPN
cana-521	183	14	,	,	PUNCT
cana-521	183	15	j.	j.	PROPN
cana-521	183	16	,	,	PUNCT
cana-521	183	17	&	&	CCONJ
cana-521	183	18	westerlund	westerlund	PROPN
cana-521	183	19	,	,	PUNCT
cana-521	183	20	t.	t.	NOUN
cana-521	183	21	(	(	PUNCT
cana-521	183	22	2021	2021	NUM
cana-521	183	23	)	)	PUNCT
cana-521	183	24	.	.	PUNCT
cana-521	184	1	federated	federated	ADJ
cana-521	184	2	learning	learning	NOUN
cana-521	184	3	in	in	ADP
cana-521	184	4	robotic	robotic	ADJ
cana-521	184	5	and	and	CCONJ
cana-521	184	6	autonomous	autonomous	ADJ
cana-521	184	7	systems	system	NOUN
cana-521	184	8	.	.	PUNCT
cana-521	185	1	procedia	procedia	PROPN
cana-521	185	2	computer	computer	NOUN
cana-521	185	3	science	science	NOUN
cana-521	185	4	,	,	PUNCT
cana-521	185	5	191	191	NUM
cana-521	185	6	,	,	PUNCT
cana-521	185	7	135	135	NUM
cana-521	185	8	-	-	SYM
cana-521	185	9	142	142	NUM
cana-521	185	10	.	.	PUNCT
cana-521	186	1	[	[	X
cana-521	186	2	6	6	NUM
cana-521	186	3	]	]	X
cana-521	186	4	lee	lee	PROPN
cana-521	186	5	,	,	PUNCT
cana-521	186	6	j.	j.	PROPN
cana-521	186	7	,	,	PUNCT
cana-521	186	8	azamfar	azamfar	ADV
cana-521	186	9	,	,	PUNCT
cana-521	186	10	m.	m.	NOUN
cana-521	186	11	,	,	PUNCT
cana-521	186	12	singh	singh	PROPN
cana-521	186	13	,	,	PUNCT
cana-521	186	14	j.	j.	PROPN
cana-521	186	15	,	,	PUNCT
cana-521	186	16	&	&	CCONJ
cana-521	186	17	siahpour	siahpour	PROPN
cana-521	186	18	,	,	PUNCT
cana-521	186	19	s.	s.	PROPN
cana-521	186	20	(	(	PUNCT
cana-521	186	21	2020	2020	NUM
cana-521	186	22	)	)	PUNCT
cana-521	186	23	.	.	PUNCT
cana-521	187	1	integration	integration	NOUN
cana-521	187	2	of	of	ADP
cana-521	187	3	digital	digital	ADJ
cana-521	187	4	twin	twin	ADJ
cana-521	187	5	and	and	CCONJ
cana-521	187	6	deep	deep	ADJ
cana-521	187	7	learning	learning	NOUN
cana-521	187	8	in	in	ADP
cana-521	187	9	cyber‐physical	cyber‐physical	ADJ
cana-521	187	10	systems	system	NOUN
cana-521	187	11	:	:	PUNCT
cana-521	187	12	towards	towards	ADP
cana-521	187	13	smart	smart	ADJ
cana-521	187	14	manufacturing	manufacturing	NOUN
cana-521	187	15	.	.	PUNCT
cana-521	188	1	iet	iet	PROPN
cana-521	188	2	collaborative	collaborative	ADJ
cana-521	188	3	intelligent	intelligent	ADJ
cana-521	188	4	manufacturing	manufacturing	NOUN
cana-521	188	5	,	,	PUNCT
cana-521	188	6	2(1	2(1	NUM
cana-521	188	7	)	)	PUNCT
cana-521	188	8	,	,	PUNCT
cana-521	188	9	34	34	NUM
cana-521	188	10	-	-	SYM
cana-521	188	11	36	36	NUM
cana-521	188	12	.	.	PUNCT
cana-521	189	1	[	[	X
cana-521	189	2	7	7	X
cana-521	189	3	]	]	X
cana-521	189	4	kalloniatis	kalloniatis	PROPN
cana-521	189	5	,	,	PUNCT
cana-521	189	6	c.	c.	PROPN
cana-521	189	7	,	,	PUNCT
cana-521	189	8	diamantopoulou	diamantopoulou	ADV
cana-521	189	9	,	,	PUNCT
cana-521	189	10	v.	v.	ADV
cana-521	189	11	,	,	PUNCT
cana-521	189	12	kotis	kotis	PROPN
cana-521	189	13	,	,	PUNCT
cana-521	189	14	k.	k.	PROPN
cana-521	189	15	,	,	PUNCT
cana-521	189	16	lyvas	lyvas	PROPN
cana-521	189	17	,	,	PUNCT
cana-521	189	18	c.	c.	PROPN
cana-521	189	19	,	,	PUNCT
cana-521	189	20	maliatsos	maliatsos	NOUN
cana-521	189	21	,	,	PUNCT
cana-521	189	22	k.	k.	PROPN
cana-521	189	23	,	,	PUNCT
cana-521	189	24	gay	gay	PROPN
cana-521	189	25	,	,	PUNCT
cana-521	189	26	m.	m.	NOUN
cana-521	189	27	,	,	PUNCT
cana-521	189	28	...	...	PUNCT
cana-521	189	29	&	&	CCONJ
cana-521	189	30	lambrinoudakis	lambrinoudakis	PROPN
cana-521	189	31	,	,	PUNCT
cana-521	189	32	c.	c.	NOUN
cana-521	189	33	(	(	PUNCT
cana-521	189	34	2020	2020	NUM
cana-521	189	35	)	)	PUNCT
cana-521	189	36	.	.	PUNCT
cana-521	190	1	towards	towards	ADP
cana-521	190	2	the	the	DET
cana-521	190	3	design	design	NOUN
cana-521	190	4	of	of	ADP
cana-521	190	5	an	an	DET
cana-521	190	6	assurance	assurance	NOUN
cana-521	190	7	framework	framework	NOUN
cana-521	190	8	for	for	ADP
cana-521	190	9	increasing	increase	VERB
cana-521	190	10	security	security	NOUN
cana-521	190	11	and	and	CCONJ
cana-521	190	12	privacy	privacy	NOUN
cana-521	190	13	in	in	ADP
cana-521	190	14	connected	connected	ADJ
cana-521	190	15	vehicles	vehicle	NOUN
cana-521	190	16	.	.	PUNCT
cana-521	191	1	international	international	ADJ
cana-521	191	2	journal	journal	PROPN
cana-521	191	3	of	of	ADP
cana-521	191	4	internet	internet	NOUN
cana-521	191	5	of	of	ADP
cana-521	191	6	things	thing	NOUN
cana-521	191	7	and	and	CCONJ
cana-521	191	8	cyber	cyber	NOUN
cana-521	191	9	-	-	PUNCT
cana-521	191	10	assurance	assurance	NOUN
cana-521	191	11	,	,	PUNCT
cana-521	191	12	1(3	1(3	NUM
cana-521	191	13	-	-	SYM
cana-521	191	14	4	4	NUM
cana-521	191	15	)	)	PUNCT
cana-521	191	16	,	,	PUNCT
cana-521	191	17	244	244	NUM
cana-521	191	18	-	-	SYM
cana-521	191	19	266	266	NUM
cana-521	191	20	.	.	PUNCT
cana-521	192	1	[	[	X
cana-521	192	2	8	8	NUM
cana-521	192	3	]	]	X
cana-521	192	4	praghash	praghash	NOUN
cana-521	192	5	,	,	PUNCT
cana-521	192	6	k.	k.	PROPN
cana-521	192	7	,	,	PUNCT
cana-521	192	8	&	&	CCONJ
cana-521	192	9	karthikeyan	karthikeyan	PROPN
cana-521	192	10	,	,	PUNCT
cana-521	192	11	t.	t.	PROPN
cana-521	192	12	(	(	PUNCT
cana-521	192	13	2022	2022	NUM
cana-521	192	14	)	)	PUNCT
cana-521	192	15	.	.	PUNCT
cana-521	193	1	data	data	PROPN
cana-521	193	2	privacy	privacy	NOUN
cana-521	193	3	preservation	preservation	NOUN
cana-521	193	4	and	and	CCONJ
cana-521	193	5	trade	trade	NOUN
cana-521	193	6	-	-	PUNCT
cana-521	193	7	off	off	ADP
cana-521	193	8	balance	balance	NOUN
cana-521	193	9	between	between	ADP
cana-521	193	10	privacy	privacy	NOUN
cana-521	193	11	and	and	CCONJ
cana-521	193	12	utility	utility	NOUN
cana-521	193	13	using	use	VERB
cana-521	193	14	deep	deep	ADJ
cana-521	193	15	adaptive	adaptive	ADJ
cana-521	193	16	clustering	clustering	NOUN
cana-521	193	17	and	and	CCONJ
cana-521	193	18	elliptic	elliptic	ADJ
cana-521	193	19	curve	curve	NOUN
cana-521	193	20	digital	digital	ADJ
cana-521	193	21	signature	signature	NOUN
cana-521	193	22	algorithm	algorithm	NOUN
cana-521	193	23	.	.	PUNCT
cana-521	194	1	wireless	wireless	ADJ
cana-521	194	2	personal	personal	ADJ
cana-521	194	3	communications	communication	NOUN
cana-521	194	4	,	,	PUNCT
cana-521	194	5	124(1	124(1	NUM
cana-521	194	6	)	)	PUNCT
cana-521	194	7	,	,	PUNCT
cana-521	194	8	655	655	NUM
cana-521	194	9	-	-	SYM
cana-521	194	10	670	670	NUM
cana-521	194	11	.	.	PUNCT
cana-521	195	1	[	[	X
cana-521	195	2	9	9	NUM
cana-521	195	3	]	]	SYM
cana-521	195	4	hammedi	hammedi	PROPN
cana-521	195	5	,	,	PUNCT
cana-521	195	6	w.	w.	PROPN
cana-521	195	7	,	,	PUNCT
cana-521	195	8	brik	brik	PROPN
cana-521	195	9	,	,	PUNCT
cana-521	195	10	b.	b.	PROPN
cana-521	195	11	,	,	PUNCT
cana-521	195	12	&	&	CCONJ
cana-521	195	13	senouci	senouci	PROPN
cana-521	195	14	,	,	PUNCT
cana-521	195	15	s.	s.	PROPN
cana-521	195	16	m.	m.	PROPN
cana-521	195	17	(	(	PUNCT
cana-521	195	18	2022	2022	NUM
cana-521	195	19	)	)	PUNCT
cana-521	195	20	.	.	PUNCT
cana-521	196	1	toward	toward	ADP
cana-521	196	2	optimal	optimal	ADJ
cana-521	196	3	mec	mec	X
cana-521	196	4	-	-	PUNCT
cana-521	196	5	based	base	VERB
cana-521	196	6	collision	collision	NOUN
cana-521	196	7	avoidance	avoidance	NOUN
cana-521	196	8	system	system	NOUN
cana-521	196	9	for	for	ADP
cana-521	196	10	cooperative	cooperative	ADJ
cana-521	196	11	inland	inland	ADJ
cana-521	196	12	vessels	vessel	NOUN
cana-521	196	13	:	:	PUNCT
cana-521	196	14	a	a	DET
cana-521	196	15	federated	federated	ADJ
cana-521	196	16	deep	deep	ADJ
cana-521	196	17	learning	learning	NOUN
cana-521	196	18	approach	approach	NOUN
cana-521	196	19	.	.	PUNCT
cana-521	197	1	ieee	ieee	NOUN
cana-521	197	2	transactions	transaction	NOUN
cana-521	197	3	on	on	ADP
cana-521	197	4	intelligent	intelligent	ADJ
cana-521	197	5	transportation	transportation	NOUN
cana-521	197	6	systems	system	NOUN
cana-521	197	7	,	,	PUNCT
cana-521	197	8	24(2	24(2	NUM
cana-521	197	9	)	)	PUNCT
cana-521	197	10	,	,	PUNCT
cana-521	197	11	2525	2525	NUM
cana-521	197	12	-	-	SYM
cana-521	197	13	2537	2537	NUM
cana-521	197	14	.	.	PUNCT
cana-521	198	1	communications	communication	NOUN
cana-521	198	2	on	on	ADP
cana-521	198	3	applied	apply	VERB
cana-521	198	4	nonlinear	nonlinear	ADJ
cana-521	198	5	analysis	analysis	NOUN
cana-521	198	6	issn	issn	NOUN
cana-521	198	7	:	:	PUNCT
cana-521	198	8	1074	1074	NUM
cana-521	198	9	-	-	PUNCT
cana-521	198	10	133x	133x	NUM
cana-521	198	11	vol	vol	NOUN
cana-521	198	12	31	31	NUM
cana-521	198	13	no	no	NOUN
cana-521	198	14	.	.	NOUN
cana-521	198	15	2	2	NUM
cana-521	198	16	(	(	PUNCT
cana-521	198	17	2024	2024	NUM
cana-521	198	18	)	)	PUNCT
cana-521	198	19	95	95	NUM
cana-521	198	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-521	199	1	[	[	X
cana-521	199	2	10	10	NUM
cana-521	199	3	]	]	X
cana-521	199	4	arshath	arshath	PROPN
cana-521	199	5	raja	raja	PROPN
cana-521	199	6	,	,	PUNCT
cana-521	199	7	r.	r.	PROPN
cana-521	199	8	,	,	PUNCT
cana-521	199	9	&	&	CCONJ
cana-521	199	10	kousik	kousik	PROPN
cana-521	199	11	,	,	PUNCT
cana-521	199	12	n.	n.	PROPN
cana-521	199	13	v.	v.	PROPN
cana-521	199	14	(	(	PUNCT
cana-521	199	15	2021	2021	NUM
cana-521	199	16	)	)	PUNCT
cana-521	199	17	.	.	PUNCT
cana-521	200	1	privacy	privacy	NOUN
cana-521	200	2	preservation	preservation	NOUN
cana-521	200	3	between	between	ADP
cana-521	200	4	privacy	privacy	NOUN
cana-521	200	5	and	and	CCONJ
cana-521	200	6	utility	utility	NOUN
cana-521	200	7	using	use	VERB
cana-521	200	8	eccbased	eccbase	VERB
cana-521	200	9	pso	pso	NOUN
cana-521	200	10	algorithm	algorithm	NOUN
cana-521	200	11	.	.	PUNCT
cana-521	201	1	in	in	ADP
cana-521	201	2	intelligent	intelligent	ADJ
cana-521	201	3	computing	computing	NOUN
cana-521	201	4	and	and	CCONJ
cana-521	201	5	applications	application	NOUN
cana-521	201	6	:	:	PUNCT
cana-521	201	7	proceedings	proceeding	NOUN
cana-521	201	8	of	of	ADP
cana-521	201	9	icica	icica	PROPN
cana-521	201	10	2019	2019	NUM
cana-521	201	11	(	(	PUNCT
cana-521	201	12	pp	pp	ADJ
cana-521	201	13	.	.	PUNCT
cana-521	201	14	567573	567573	NUM
cana-521	201	15	)	)	PUNCT
cana-521	201	16	.	.	PUNCT
cana-521	202	1	springer	springer	PROPN
cana-521	202	2	singapore	singapore	PROPN
cana-521	202	3	.	.	PUNCT
cana-521	203	1	[	[	X
cana-521	203	2	11	11	NUM
cana-521	203	3	]	]	SYM
cana-521	203	4	nouacer	nouacer	NOUN
cana-521	203	5	,	,	PUNCT
cana-521	203	6	r.	r.	PROPN
cana-521	203	7	,	,	PUNCT
cana-521	203	8	hussein	hussein	PROPN
cana-521	203	9	,	,	PUNCT
cana-521	203	10	m.	m.	NOUN
cana-521	203	11	,	,	PUNCT
cana-521	203	12	espinoza	espinoza	PROPN
cana-521	203	13	,	,	PUNCT
cana-521	203	14	h.	h.	PROPN
cana-521	203	15	,	,	PUNCT
cana-521	203	16	ouhammou	ouhammou	ADV
cana-521	203	17	,	,	PUNCT
cana-521	203	18	y.	y.	PROPN
cana-521	203	19	,	,	PUNCT
cana-521	203	20	ladeira	ladeira	PROPN
cana-521	203	21	,	,	PUNCT
cana-521	203	22	m.	m.	NOUN
cana-521	203	23	,	,	PUNCT
cana-521	203	24	&	&	CCONJ
cana-521	203	25	castiñeira	castiñeira	PROPN
cana-521	203	26	,	,	PUNCT
cana-521	203	27	r.	r.	PROPN
cana-521	203	28	(	(	PUNCT
cana-521	203	29	2020	2020	NUM
cana-521	203	30	)	)	PUNCT
cana-521	203	31	.	.	PUNCT
cana-521	204	1	towards	towards	ADP
cana-521	204	2	a	a	DET
cana-521	204	3	framework	framework	NOUN
cana-521	204	4	of	of	ADP
cana-521	204	5	key	key	ADJ
cana-521	204	6	technologies	technology	NOUN
cana-521	204	7	for	for	ADP
cana-521	204	8	drones	drone	NOUN
cana-521	204	9	.	.	PUNCT
cana-521	205	1	microprocessors	microprocessor	NOUN
cana-521	205	2	and	and	CCONJ
cana-521	205	3	microsystems	microsystem	NOUN
cana-521	205	4	,	,	PUNCT
cana-521	205	5	77	77	NUM
cana-521	205	6	,	,	PUNCT
cana-521	205	7	103142	103142	NUM
cana-521	205	8	.	.	PUNCT
cana-521	206	1	[	[	X
cana-521	206	2	12	12	NUM
cana-521	206	3	]	]	X
cana-521	206	4	banabilah	banabilah	PROPN
cana-521	206	5	,	,	PUNCT
cana-521	206	6	s.	s.	PROPN
cana-521	206	7	,	,	PUNCT
cana-521	206	8	aloqaily	aloqaily	ADV
cana-521	206	9	,	,	PUNCT
cana-521	206	10	m.	m.	NOUN
cana-521	206	11	,	,	PUNCT
cana-521	206	12	alsayed	alsaye	VERB
cana-521	206	13	,	,	PUNCT
cana-521	206	14	e.	e.	PROPN
cana-521	206	15	,	,	PUNCT
cana-521	206	16	malik	malik	PROPN
cana-521	206	17	,	,	PUNCT
cana-521	206	18	n.	n.	PROPN
cana-521	206	19	,	,	PUNCT
cana-521	206	20	&	&	CCONJ
cana-521	206	21	jararweh	jararweh	PROPN
cana-521	206	22	,	,	PUNCT
cana-521	206	23	y.	y.	PROPN
cana-521	206	24	(	(	PUNCT
cana-521	206	25	2022	2022	NUM
cana-521	206	26	)	)	PUNCT
cana-521	206	27	.	.	PUNCT
cana-521	207	1	federated	federate	VERB
cana-521	207	2	learning	learning	NOUN
cana-521	207	3	review	review	NOUN
cana-521	207	4	:	:	PUNCT
cana-521	207	5	fundamentals	fundamental	NOUN
cana-521	207	6	,	,	PUNCT
cana-521	207	7	enabling	enable	VERB
cana-521	207	8	technologies	technology	NOUN
cana-521	207	9	,	,	PUNCT
cana-521	207	10	and	and	CCONJ
cana-521	207	11	future	future	ADJ
cana-521	207	12	applications	application	NOUN
cana-521	207	13	.	.	PUNCT
cana-521	208	1	information	information	NOUN
cana-521	208	2	processing	processing	NOUN
cana-521	208	3	&	&	CCONJ
cana-521	208	4	management	management	NOUN
cana-521	208	5	,	,	PUNCT
cana-521	208	6	59(6	59(6	NOUN
cana-521	208	7	)	)	PUNCT
cana-521	208	8	,	,	PUNCT
cana-521	208	9	103061	103061	NUM
cana-521	208	10	.	.	PUNCT