id	sid	tid	token	lemma	pos
sc-2825	1	1	an	an	DET
sc-2825	1	2	intelligent	intelligent	ADJ
sc-2825	1	3	machine	machine	NOUN
sc-2825	1	4	learning	learning	NOUN
sc-2825	1	5	based	base	VERB
sc-2825	1	6	intrusion	intrusion	NOUN
sc-2825	1	7	detection	detection	NOUN
sc-2825	1	8	system	system	NOUN
sc-2825	1	9	(	(	PUNCT
sc-2825	1	10	ids	id	NOUN
sc-2825	1	11	)	)	PUNCT
sc-2825	1	12	for	for	ADP
sc-2825	1	13	smart	smart	ADJ
sc-2825	1	14	cities	city	NOUN
sc-2825	1	15	networks	network	VERB
sc-2825	1	16	1	1	NUM
sc-2825	1	17	an	an	DET
sc-2825	1	18	intelligent	intelligent	ADJ
sc-2825	1	19	machine	machine	NOUN
sc-2825	1	20	learning	learning	NOUN
sc-2825	1	21	based	base	VERB
sc-2825	1	22	intrusion	intrusion	NOUN
sc-2825	1	23	detection	detection	NOUN
sc-2825	1	24	system	system	NOUN
sc-2825	1	25	(	(	PUNCT
sc-2825	1	26	ids	id	NOUN
sc-2825	1	27	)	)	PUNCT
sc-2825	1	28	for	for	ADP
sc-2825	1	29	smart	smart	ADJ
sc-2825	1	30	cities	city	NOUN
sc-2825	1	31	networks	network	NOUN
sc-2825	1	32	muhammad	muhammad	PROPN
sc-2825	1	33	yaseen	yaseen	PROPN
sc-2825	1	34	ayub1	ayub1	PROPN
sc-2825	1	35	,	,	PUNCT
sc-2825	1	36	*	*	PROPN
sc-2825	1	37	,	,	PUNCT
sc-2825	1	38	usman	usman	PROPN
sc-2825	1	39	haider2	haider2	PROPN
sc-2825	1	40	,	,	PUNCT
sc-2825	1	41	ali	ali	PROPN
sc-2825	1	42	haider1	haider1	PROPN
sc-2825	1	43	,	,	PUNCT
sc-2825	1	44	muhammad	muhammad	PROPN
sc-2825	1	45	tehmasib	tehmasib	PROPN
sc-2825	1	46	ali	ali	PROPN
sc-2825	1	47	tashfeen3	tashfeen3	PROPN
sc-2825	1	48	,	,	PUNCT
sc-2825	1	49	hina	hina	NOUN
sc-2825	1	50	shoukat1	shoukat1	NOUN
sc-2825	1	51	and	and	CCONJ
sc-2825	1	52	abdul	abdul	PROPN
sc-2825	1	53	basit4	basit4	PROPN
sc-2825	2	1	1department	1department	NUM
sc-2825	2	2	of	of	ADP
sc-2825	2	3	computer	computer	NOUN
sc-2825	2	4	science	science	NOUN
sc-2825	2	5	,	,	PUNCT
sc-2825	2	6	comsats	comsats	PROPN
sc-2825	2	7	university	university	PROPN
sc-2825	2	8	islamabad	islamabad	NOUN
sc-2825	2	9	,	,	PUNCT
sc-2825	2	10	attock	attock	PROPN
sc-2825	2	11	,	,	PUNCT
sc-2825	2	12	pakistan	pakistan	PROPN
sc-2825	2	13	(	(	PUNCT
sc-2825	2	14	e	e	NOUN
sc-2825	2	15	-	-	NOUN
sc-2825	2	16	mail	mail	NOUN
sc-2825	2	17	:	:	PUNCT
sc-2825	3	1	yaseen.ayub@ieee.org	yaseen.ayub@ieee.org	PROPN
sc-2825	3	2	,	,	PUNCT
sc-2825	3	3	sp17bse-018@ciit-attock.edu.pk	sp17bse-018@ciit-attock.edu.pk	PROPN
sc-2825	3	4	,	,	PUNCT
sc-2825	3	5	fa18-bcs-053@cuiatk.edu.pk	fa18-bcs-053@cuiatk.edu.pk	NOUN
sc-2825	3	6	)	)	PUNCT
sc-2825	4	1	2department	2department	NUM
sc-2825	4	2	of	of	ADP
sc-2825	4	3	electrical	electrical	ADJ
sc-2825	4	4	engineering	engineering	NOUN
sc-2825	4	5	,	,	PUNCT
sc-2825	4	6	national	national	ADJ
sc-2825	4	7	university	university	PROPN
sc-2825	4	8	of	of	ADP
sc-2825	4	9	computer	computer	PROPN
sc-2825	4	10	&	&	CCONJ
sc-2825	4	11	emerging	emerge	VERB
sc-2825	4	12	sciences	science	NOUN
sc-2825	4	13	,	,	PUNCT
sc-2825	4	14	peshawar	peshawar	NOUN
sc-2825	4	15	,	,	PUNCT
sc-2825	4	16	pakistan	pakistan	PROPN
sc-2825	4	17	(	(	PUNCT
sc-2825	4	18	e	e	NOUN
sc-2825	4	19	-	-	NOUN
sc-2825	4	20	mail	mail	NOUN
sc-2825	4	21	:	:	PUNCT
sc-2825	4	22	usmanhaider@ieee.org	usmanhaider@ieee.org	ADJ
sc-2825	4	23	)	)	PUNCT
sc-2825	4	24	3school	3school	PROPN
sc-2825	4	25	and	and	CCONJ
sc-2825	4	26	electrical	electrical	ADJ
sc-2825	4	27	and	and	CCONJ
sc-2825	4	28	electronics	electronic	NOUN
sc-2825	4	29	engineering	engineering	NOUN
sc-2825	4	30	,	,	PUNCT
sc-2825	4	31	fast	fast	ADJ
sc-2825	4	32	national	national	PROPN
sc-2825	4	33	university	university	PROPN
sc-2825	4	34	peshawar	peshawar	NOUN
sc-2825	4	35	pakistan	pakistan	PROPN
sc-2825	4	36	(	(	PUNCT
sc-2825	4	37	e	e	NOUN
sc-2825	4	38	-	-	NOUN
sc-2825	4	39	mail	mail	NOUN
sc-2825	4	40	:	:	PUNCT
sc-2825	4	41	alitashfeen@gmail.com	alitashfeen@gmail.com	X
sc-2825	4	42	)	)	PUNCT
sc-2825	4	43	4department	4department	NUM
sc-2825	4	44	of	of	ADP
sc-2825	4	45	electrical	electrical	ADJ
sc-2825	4	46	and	and	CCONJ
sc-2825	4	47	computer	computer	NOUN
sc-2825	4	48	engineering	engineering	NOUN
sc-2825	4	49	(	(	PUNCT
sc-2825	4	50	ece	ece	PROPN
sc-2825	4	51	)	)	PUNCT
sc-2825	4	52	,	,	PUNCT
sc-2825	4	53	comsats	comsats	PROPN
sc-2825	4	54	university	university	PROPN
sc-2825	4	55	islamabad	islamabad	PROPN
sc-2825	4	56	campus	campus	NOUN
sc-2825	4	57	(	(	PUNCT
sc-2825	4	58	e	e	NOUN
sc-2825	4	59	-	-	NOUN
sc-2825	4	60	mail	mail	NOUN
sc-2825	4	61	:	:	PUNCT
sc-2825	4	62	abdulbasitmujahid925@gmail.com	abdulbasitmujahid925@gmail.com	X
sc-2825	4	63	)	)	PUNCT
sc-2825	4	64	abstract	abstract	ADJ
sc-2825	4	65	introduction	introduction	NOUN
sc-2825	4	66	:	:	PUNCT
sc-2825	4	67	internet	internet	NOUN
sc-2825	4	68	of	of	ADP
sc-2825	4	69	things	thing	NOUN
sc-2825	4	70	(	(	PUNCT
sc-2825	4	71	iot	iot	NOUN
sc-2825	4	72	)	)	PUNCT
sc-2825	4	73	along	along	ADP
sc-2825	4	74	with	with	ADP
sc-2825	4	75	cloud	cloud	NOUN
sc-2825	4	76	based	base	VERB
sc-2825	4	77	systems	system	NOUN
sc-2825	4	78	are	be	AUX
sc-2825	4	79	opening	open	VERB
sc-2825	4	80	a	a	DET
sc-2825	4	81	new	new	ADJ
sc-2825	4	82	domain	domain	NOUN
sc-2825	4	83	of	of	ADP
sc-2825	4	84	development	development	NOUN
sc-2825	4	85	.	.	PUNCT
sc-2825	5	1	they	they	PRON
sc-2825	5	2	have	have	VERB
sc-2825	5	3	several	several	ADJ
sc-2825	5	4	applications	application	NOUN
sc-2825	5	5	from	from	ADP
sc-2825	5	6	smart	smart	ADJ
sc-2825	5	7	homes	home	NOUN
sc-2825	5	8	,	,	PUNCT
sc-2825	5	9	smart	smart	ADJ
sc-2825	5	10	farming	farming	NOUN
sc-2825	5	11	,	,	PUNCT
sc-2825	5	12	smart	smart	ADJ
sc-2825	5	13	cities	city	NOUN
sc-2825	5	14	,	,	PUNCT
sc-2825	5	15	smart	smart	ADJ
sc-2825	5	16	grid	grid	NOUN
sc-2825	5	17	etc	etc	X
sc-2825	5	18	.	.	X
sc-2825	6	1	due	due	ADP
sc-2825	6	2	to	to	ADP
sc-2825	6	3	iot	iot	ADJ
sc-2825	6	4	sensors	sensor	NOUN
sc-2825	6	5	operating	operate	VERB
sc-2825	6	6	in	in	ADP
sc-2825	6	7	such	such	ADJ
sc-2825	6	8	close	close	ADJ
sc-2825	6	9	proximity	proximity	NOUN
sc-2825	6	10	to	to	ADP
sc-2825	6	11	humans	human	NOUN
sc-2825	6	12	and	and	CCONJ
sc-2825	6	13	critical	critical	ADJ
sc-2825	6	14	infrastructure	infrastructure	NOUN
sc-2825	6	15	,	,	PUNCT
sc-2825	6	16	there	there	PRON
sc-2825	6	17	arises	arise	VERB
sc-2825	6	18	privacy	privacy	NOUN
sc-2825	6	19	and	and	CCONJ
sc-2825	6	20	security	security	NOUN
sc-2825	6	21	issues	issue	NOUN
sc-2825	6	22	.	.	PUNCT
sc-2825	7	1	securing	secure	VERB
sc-2825	7	2	an	an	DET
sc-2825	7	3	iot	iot	NOUN
sc-2825	7	4	network	network	NOUN
sc-2825	7	5	is	be	AUX
sc-2825	7	6	very	very	ADV
sc-2825	7	7	essential	essential	ADJ
sc-2825	7	8	and	and	CCONJ
sc-2825	7	9	is	be	AUX
sc-2825	7	10	a	a	DET
sc-2825	7	11	hot	hot	ADJ
sc-2825	7	12	research	research	NOUN
sc-2825	7	13	topic	topic	NOUN
sc-2825	7	14	.	.	PUNCT
sc-2825	8	1	different	different	ADJ
sc-2825	8	2	types	type	NOUN
sc-2825	8	3	of	of	ADP
sc-2825	8	4	intrusion	intrusion	NOUN
sc-2825	8	5	detection	detection	NOUN
sc-2825	8	6	systems	system	NOUN
sc-2825	8	7	(	(	PUNCT
sc-2825	8	8	ids	id	NOUN
sc-2825	8	9	)	)	PUNCT
sc-2825	8	10	have	have	AUX
sc-2825	8	11	been	be	AUX
sc-2825	8	12	developed	develop	VERB
sc-2825	8	13	to	to	PART
sc-2825	8	14	detect	detect	VERB
sc-2825	8	15	and	and	CCONJ
sc-2825	8	16	prevent	prevent	VERB
sc-2825	8	17	an	an	DET
sc-2825	8	18	unauthorized	unauthorized	ADJ
sc-2825	8	19	intrusion	intrusion	NOUN
sc-2825	8	20	into	into	ADP
sc-2825	8	21	the	the	DET
sc-2825	8	22	network	network	NOUN
sc-2825	8	23	.	.	PUNCT
sc-2825	9	1	objectives	objective	NOUN
sc-2825	9	2	:	:	PUNCT
sc-2825	9	3	the	the	DET
sc-2825	9	4	paper	paper	NOUN
sc-2825	9	5	presents	present	VERB
sc-2825	9	6	a	a	DET
sc-2825	9	7	machine	machine	NOUN
sc-2825	9	8	learning	learning	NOUN
sc-2825	9	9	based	base	VERB
sc-2825	9	10	light	light	ADJ
sc-2825	9	11	,	,	PUNCT
sc-2825	9	12	fast	fast	ADJ
sc-2825	9	13	and	and	CCONJ
sc-2825	9	14	reliable	reliable	ADJ
sc-2825	9	15	intrusion	intrusion	NOUN
sc-2825	9	16	detection	detection	NOUN
sc-2825	9	17	system	system	NOUN
sc-2825	9	18	(	(	PUNCT
sc-2825	9	19	ids	id	NOUN
sc-2825	9	20	)	)	PUNCT
sc-2825	9	21	.	.	PUNCT
sc-2825	10	1	methods	method	NOUN
sc-2825	10	2	:	:	PUNCT
sc-2825	10	3	multiple	multiple	ADJ
sc-2825	10	4	supervised	supervised	ADJ
sc-2825	10	5	machine	machine	NOUN
sc-2825	10	6	learning	learning	NOUN
sc-2825	10	7	algorithms	algorithm	NOUN
sc-2825	10	8	are	be	AUX
sc-2825	10	9	applied	apply	VERB
sc-2825	10	10	and	and	CCONJ
sc-2825	10	11	their	their	PRON
sc-2825	10	12	results	result	NOUN
sc-2825	10	13	are	be	AUX
sc-2825	10	14	compared	compare	VERB
sc-2825	10	15	.	.	PUNCT
sc-2825	11	1	algorithms	algorithm	NOUN
sc-2825	11	2	applied	apply	VERB
sc-2825	11	3	include	include	VERB
sc-2825	11	4	linear	linear	PROPN
sc-2825	11	5	discriminant	discriminant	ADJ
sc-2825	11	6	analysis	analysis	NOUN
sc-2825	11	7	,	,	PUNCT
sc-2825	11	8	quadratic	quadratic	ADJ
sc-2825	11	9	discriminant	discriminant	ADJ
sc-2825	11	10	analysis	analysis	NOUN
sc-2825	11	11	,	,	PUNCT
sc-2825	11	12	xg	xg	PROPN
sc-2825	11	13	boost	boost	NOUN
sc-2825	11	14	,	,	PUNCT
sc-2825	11	15	knn	knn	PROPN
sc-2825	11	16	and	and	CCONJ
sc-2825	11	17	decision	decision	NOUN
sc-2825	11	18	tree	tree	NOUN
sc-2825	11	19	.	.	PUNCT
sc-2825	12	1	results	result	NOUN
sc-2825	12	2	:	:	PUNCT
sc-2825	12	3	simulation	simulation	NOUN
sc-2825	12	4	results	result	NOUN
sc-2825	12	5	showed	show	VERB
sc-2825	12	6	that	that	SCONJ
sc-2825	12	7	knn	knn	PROPN
sc-2825	12	8	algorithm	algorithm	PROPN
sc-2825	12	9	gives	give	VERB
sc-2825	12	10	us	we	PRON
sc-2825	12	11	the	the	DET
sc-2825	12	12	highest	high	ADJ
sc-2825	12	13	accuracy	accuracy	NOUN
sc-2825	12	14	,	,	PUNCT
sc-2825	12	15	followed	follow	VERB
sc-2825	12	16	by	by	ADP
sc-2825	12	17	xg	xg	PROPN
sc-2825	12	18	boost	boost	NOUN
sc-2825	12	19	and	and	CCONJ
sc-2825	12	20	decision	decision	NOUN
sc-2825	12	21	tree	tree	NOUN
sc-2825	12	22	which	which	PRON
sc-2825	12	23	are	be	AUX
sc-2825	12	24	not	not	PART
sc-2825	12	25	far	far	ADV
sc-2825	12	26	behind	behind	ADV
sc-2825	12	27	.	.	PUNCT
sc-2825	13	1	conclusion	conclusion	NOUN
sc-2825	13	2	:	:	PUNCT
sc-2825	13	3	a	a	DET
sc-2825	13	4	fast	fast	ADJ
sc-2825	13	5	,	,	PUNCT
sc-2825	13	6	secure	secure	ADJ
sc-2825	13	7	and	and	CCONJ
sc-2825	13	8	intelligent	intelligent	ADJ
sc-2825	13	9	ids	id	NOUN
sc-2825	13	10	is	be	AUX
sc-2825	13	11	developed	develop	VERB
sc-2825	13	12	using	use	VERB
sc-2825	13	13	machine	machine	NOUN
sc-2825	13	14	learning	learning	NOUN
sc-2825	13	15	algorithms	algorithm	NOUN
sc-2825	13	16	.	.	PUNCT
sc-2825	14	1	the	the	DET
sc-2825	14	2	resulting	result	VERB
sc-2825	14	3	ids	id	NOUN
sc-2825	14	4	can	can	AUX
sc-2825	14	5	be	be	AUX
sc-2825	14	6	used	use	VERB
sc-2825	14	7	in	in	ADP
sc-2825	14	8	various	various	ADJ
sc-2825	14	9	types	type	NOUN
sc-2825	14	10	of	of	ADP
sc-2825	14	11	networks	network	NOUN
sc-2825	14	12	especially	especially	ADV
sc-2825	14	13	in	in	ADP
sc-2825	14	14	iot	iot	PROPN
sc-2825	14	15	based	base	VERB
sc-2825	14	16	networks	network	NOUN
sc-2825	14	17	.	.	PUNCT
sc-2825	15	1	keywords	keyword	NOUN
sc-2825	15	2	:	:	PUNCT
sc-2825	15	3	iot	iot	ADJ
sc-2825	15	4	,	,	PUNCT
sc-2825	15	5	ids	id	NOUN
sc-2825	15	6	,	,	PUNCT
sc-2825	15	7	machine	machine	NOUN
sc-2825	15	8	learning	learning	NOUN
sc-2825	15	9	.	.	PUNCT
sc-2825	15	10	received	receive	VERB
sc-2825	15	11	on	on	ADP
sc-2825	15	12	31	31	NUM
sc-2825	15	13	october	october	PROPN
sc-2825	15	14	2022	2022	NUM
sc-2825	15	15	,	,	PUNCT
sc-2825	15	16	accepted	accept	VERB
sc-2825	15	17	on	on	ADP
sc-2825	15	18	23	23	NUM
sc-2825	15	19	january	january	PROPN
sc-2825	15	20	2023	2023	NUM
sc-2825	15	21	,	,	PUNCT
sc-2825	15	22	published	publish	VERB
sc-2825	15	23	on	on	ADP
sc-2825	15	24	08	08	NUM
sc-2825	15	25	march	march	NOUN
sc-2825	15	26	2023	2023	NUM
sc-2825	15	27	copyright	copyright	NOUN
sc-2825	15	28	©	©	PROPN
sc-2825	15	29	2023	2023	NUM
sc-2825	15	30	muhammad	muhammad	PROPN
sc-2825	15	31	yaseen	yaseen	PROPN
sc-2825	15	32	ayub	ayub	PROPN
sc-2825	15	33	et	et	PROPN
sc-2825	15	34	al	al	PROPN
sc-2825	15	35	.	.	PROPN
sc-2825	15	36	,	,	PUNCT
sc-2825	15	37	licensed	license	VERB
sc-2825	15	38	to	to	ADP
sc-2825	15	39	eai	eai	PROPN
sc-2825	15	40	.	.	PUNCT
sc-2825	16	1	this	this	PRON
sc-2825	16	2	is	be	AUX
sc-2825	16	3	an	an	DET
sc-2825	16	4	open	open	ADJ
sc-2825	16	5	access	access	NOUN
sc-2825	16	6	article	article	NOUN
sc-2825	16	7	distributed	distribute	VERB
sc-2825	16	8	under	under	ADP
sc-2825	16	9	the	the	DET
sc-2825	16	10	terms	term	NOUN
sc-2825	16	11	of	of	ADP
sc-2825	16	12	the	the	DET
sc-2825	16	13	cc	cc	PROPN
sc-2825	16	14	by	by	ADP
sc-2825	16	15	-	-	PUNCT
sc-2825	16	16	nc	nc	PROPN
sc-2825	16	17	-	-	PUNCT
sc-2825	16	18	sa	sa	PROPN
sc-2825	16	19	4.0	4.0	NUM
sc-2825	16	20	,	,	PUNCT
sc-2825	16	21	which	which	PRON
sc-2825	16	22	permits	permit	VERB
sc-2825	16	23	copying	copy	VERB
sc-2825	16	24	,	,	PUNCT
sc-2825	16	25	redistributing	redistributing	NOUN
sc-2825	16	26	,	,	PUNCT
sc-2825	16	27	remixing	remixing	NOUN
sc-2825	16	28	,	,	PUNCT
sc-2825	16	29	transformation	transformation	NOUN
sc-2825	16	30	,	,	PUNCT
sc-2825	16	31	and	and	CCONJ
sc-2825	16	32	building	build	VERB
sc-2825	16	33	upon	upon	SCONJ
sc-2825	16	34	the	the	DET
sc-2825	16	35	material	material	NOUN
sc-2825	16	36	in	in	ADP
sc-2825	16	37	any	any	DET
sc-2825	16	38	medium	medium	NOUN
sc-2825	16	39	so	so	ADV
sc-2825	16	40	long	long	ADV
sc-2825	16	41	as	as	SCONJ
sc-2825	16	42	the	the	DET
sc-2825	16	43	original	original	ADJ
sc-2825	16	44	work	work	NOUN
sc-2825	16	45	is	be	AUX
sc-2825	16	46	properly	properly	ADV
sc-2825	16	47	cited	cite	VERB
sc-2825	16	48	.	.	PUNCT
sc-2825	17	1	doi	doi	NOUN
sc-2825	17	2	:	:	PUNCT
sc-2825	17	3	10.4108	10.4108	NUM
sc-2825	17	4	/	/	SYM
sc-2825	17	5	eetsc.v7i1.2825	eetsc.v7i1.2825	PROPN
sc-2825	17	6	1	1	NUM
sc-2825	17	7	.	.	PUNCT
sc-2825	17	8	introduction	introduction	NOUN
sc-2825	17	9	in	in	ADP
sc-2825	17	10	the	the	DET
sc-2825	17	11	modern	modern	ADJ
sc-2825	17	12	age	age	NOUN
sc-2825	17	13	of	of	ADP
sc-2825	17	14	technological	technological	ADJ
sc-2825	17	15	inventions	invention	NOUN
sc-2825	17	16	,	,	PUNCT
sc-2825	17	17	overall	overall	ADJ
sc-2825	17	18	world	world	NOUN
sc-2825	17	19	dynamics	dynamic	NOUN
sc-2825	17	20	is	be	AUX
sc-2825	17	21	changed	change	VERB
sc-2825	17	22	.	.	PUNCT
sc-2825	18	1	due	due	ADP
sc-2825	18	2	to	to	ADP
sc-2825	18	3	wireless	wireless	ADJ
sc-2825	18	4	communication	communication	NOUN
sc-2825	18	5	and	and	CCONJ
sc-2825	18	6	iot	iot	NOUN
sc-2825	18	7	networks	network	NOUN
sc-2825	18	8	connectivity	connectivity	NOUN
sc-2825	18	9	is	be	AUX
sc-2825	18	10	made	make	VERB
sc-2825	18	11	possible	possible	ADJ
sc-2825	18	12	.	.	PUNCT
sc-2825	19	1	according	accord	VERB
sc-2825	19	2	to	to	ADP
sc-2825	19	3	analytics	analytic	NOUN
sc-2825	19	4	,	,	PUNCT
sc-2825	19	5	in	in	ADP
sc-2825	19	6	2022	2022	NUM
sc-2825	19	7	around	around	ADP
sc-2825	19	8	14.4	14.4	NUM
sc-2825	19	9	billion	billion	NUM
sc-2825	19	10	iot	iot	NOUN
sc-2825	19	11	devices	device	NOUN
sc-2825	19	12	are	be	AUX
sc-2825	19	13	connected	connect	VERB
sc-2825	19	14	[	[	PUNCT
sc-2825	19	15	1	1	NUM
sc-2825	19	16	]	]	PUNCT
sc-2825	19	17	.	.	PUNCT
sc-2825	20	1	in	in	ADP
sc-2825	20	2	near	near	ADP
sc-2825	20	3	future	future	ADJ
sc-2825	20	4	iot	iot	NOUN
sc-2825	20	5	devices	device	NOUN
sc-2825	20	6	will	will	AUX
sc-2825	20	7	exceed	exceed	VERB
sc-2825	20	8	up	up	ADP
sc-2825	20	9	to	to	PART
sc-2825	20	10	41	41	NUM
sc-2825	20	11	billion	billion	NUM
sc-2825	20	12	.	.	PUNCT
sc-2825	21	1	wireless	wireless	ADJ
sc-2825	21	2	sensor	sensor	NOUN
sc-2825	21	3	*	*	PUNCT
sc-2825	21	4	corresponding	correspond	VERB
sc-2825	21	5	author	author	NOUN
sc-2825	21	6	.	.	PUNCT
sc-2825	22	1	email	email	NOUN
sc-2825	22	2	:	:	PUNCT
sc-2825	22	3	yaseen.ayub@ieee.org	yaseen.ayub@ieee.org	NOUN
sc-2825	22	4	networks	network	NOUN
sc-2825	22	5	will	will	AUX
sc-2825	22	6	provide	provide	VERB
sc-2825	22	7	better	well	ADJ
sc-2825	22	8	solutions	solution	NOUN
sc-2825	22	9	for	for	ADP
sc-2825	22	10	tracking	tracking	NOUN
sc-2825	22	11	and	and	CCONJ
sc-2825	22	12	monitoring	monitoring	NOUN
sc-2825	22	13	.	.	PUNCT
sc-2825	23	1	there	there	PRON
sc-2825	23	2	exist	exist	VERB
sc-2825	23	3	many	many	ADJ
sc-2825	23	4	applications	application	NOUN
sc-2825	23	5	of	of	ADP
sc-2825	23	6	iot	iot	NOUN
sc-2825	23	7	networks	network	NOUN
sc-2825	23	8	which	which	PRON
sc-2825	23	9	include	include	VERB
sc-2825	23	10	home	home	NOUN
sc-2825	23	11	automation	automation	NOUN
sc-2825	23	12	,	,	PUNCT
sc-2825	23	13	digital	digital	ADJ
sc-2825	23	14	banking	banking	NOUN
sc-2825	23	15	and	and	CCONJ
sc-2825	23	16	security	security	NOUN
sc-2825	23	17	systems	system	NOUN
sc-2825	23	18	.	.	PUNCT
sc-2825	24	1	with	with	ADP
sc-2825	24	2	the	the	DET
sc-2825	24	3	help	help	NOUN
sc-2825	24	4	of	of	ADP
sc-2825	24	5	iot	iot	PROPN
sc-2825	24	6	based	base	VERB
sc-2825	24	7	camera	camera	NOUN
sc-2825	24	8	surveillance	surveillance	NOUN
sc-2825	24	9	business	business	NOUN
sc-2825	24	10	shops	shop	NOUN
sc-2825	24	11	and	and	CCONJ
sc-2825	24	12	homes	home	NOUN
sc-2825	24	13	can	can	AUX
sc-2825	24	14	be	be	AUX
sc-2825	24	15	secured	secure	VERB
sc-2825	24	16	from	from	ADP
sc-2825	24	17	intruders	intruder	NOUN
sc-2825	24	18	[	[	X
sc-2825	24	19	2	2	NUM
sc-2825	24	20	-	-	SYM
sc-2825	24	21	6	6	NUM
sc-2825	24	22	]	]	PUNCT
sc-2825	24	23	.	.	PUNCT
sc-2825	25	1	collectively	collectively	ADV
sc-2825	25	2	these	these	DET
sc-2825	25	3	applications	application	NOUN
sc-2825	25	4	form	form	VERB
sc-2825	25	5	the	the	DET
sc-2825	25	6	basis	basis	NOUN
sc-2825	25	7	of	of	ADP
sc-2825	25	8	future	future	ADJ
sc-2825	25	9	smart	smart	ADJ
sc-2825	25	10	cities	city	NOUN
sc-2825	25	11	.	.	PUNCT
sc-2825	26	1	smart	smart	ADJ
sc-2825	26	2	cities	city	NOUN
sc-2825	26	3	,	,	PUNCT
sc-2825	26	4	in	in	ADP
sc-2825	26	5	particular	particular	ADJ
sc-2825	26	6	,	,	PUNCT
sc-2825	26	7	are	be	AUX
sc-2825	26	8	heavily	heavily	ADV
sc-2825	26	9	dependent	dependent	ADJ
sc-2825	26	10	on	on	ADP
sc-2825	26	11	iot	iot	ADJ
sc-2825	26	12	networks	network	NOUN
sc-2825	26	13	for	for	ADP
sc-2825	26	14	various	various	ADJ
sc-2825	26	15	critical	critical	ADJ
sc-2825	26	16	services	service	NOUN
sc-2825	26	17	such	such	ADJ
sc-2825	26	18	as	as	ADP
sc-2825	26	19	transportation	transportation	NOUN
sc-2825	26	20	,	,	PUNCT
sc-2825	26	21	energy	energy	NOUN
sc-2825	26	22	management	management	NOUN
sc-2825	26	23	,	,	PUNCT
sc-2825	26	24	and	and	CCONJ
sc-2825	26	25	public	public	ADJ
sc-2825	26	26	safety	safety	NOUN
sc-2825	26	27	.	.	PUNCT
sc-2825	27	1	this	this	DET
sc-2825	27	2	eai	eai	PROPN
sc-2825	27	3	endorsed	endorse	VERB
sc-2825	27	4	transactions	transaction	NOUN
sc-2825	27	5	on	on	ADP
sc-2825	27	6	smart	smart	ADJ
sc-2825	27	7	cities	city	NOUN
sc-2825	27	8	research	research	NOUN
sc-2825	27	9	article	article	NOUN
sc-2825	27	10	eai	eai	PROPN
sc-2825	27	11	endorsed	endorse	VERB
sc-2825	27	12	transactions	transaction	NOUN
sc-2825	27	13	on	on	ADP
sc-2825	27	14	smart	smart	ADJ
sc-2825	27	15	cities	city	NOUN
sc-2825	27	16	01	01	NUM
sc-2825	27	17	2023	2023	NUM
sc-2825	27	18	03	03	NUM
sc-2825	27	19	2023	2023	NUM
sc-2825	27	20	|	|	NOUN
sc-2825	27	21	volume	volume	NOUN
sc-2825	27	22	7	7	NUM
sc-2825	27	23	|	|	NOUN
sc-2825	27	24	issue	issue	NOUN
sc-2825	27	25	1	1	NUM
sc-2825	27	26	|	|	ADV
sc-2825	27	27	e4	e4	PROPN
sc-2825	27	28	https://creativecommons.org/licenses/by-nc-sa/4.0/	https://creativecommons.org/licenses/by-nc-sa/4.0/	PROPN
sc-2825	27	29	muhammad	muhammad	PROPN
sc-2825	27	30	yaseen	yaseen	PROPN
sc-2825	27	31	ayub	ayub	PROPN
sc-2825	27	32	,	,	PUNCT
sc-2825	27	33	et	et	PROPN
sc-2825	27	34	al	al	PROPN
sc-2825	27	35	.	.	PROPN
sc-2825	27	36	2	2	NUM
sc-2825	27	37	increased	increase	VERB
sc-2825	27	38	dependence	dependence	NOUN
sc-2825	27	39	makes	make	VERB
sc-2825	27	40	smart	smart	ADJ
sc-2825	27	41	cities	city	NOUN
sc-2825	27	42	more	more	ADV
sc-2825	27	43	vulnerable	vulnerable	ADJ
sc-2825	27	44	to	to	ADP
sc-2825	27	45	cyber	cyber	NOUN
sc-2825	27	46	-	-	PUNCT
sc-2825	27	47	attacks	attack	NOUN
sc-2825	27	48	[	[	X
sc-2825	27	49	7	7	NUM
sc-2825	27	50	]	]	PUNCT
sc-2825	27	51	.	.	PUNCT
sc-2825	28	1	security	security	NOUN
sc-2825	28	2	is	be	AUX
sc-2825	28	3	considered	consider	VERB
sc-2825	28	4	the	the	DET
sc-2825	28	5	main	main	ADJ
sc-2825	28	6	problem	problem	NOUN
sc-2825	28	7	with	with	ADP
sc-2825	28	8	iot	iot	PROPN
sc-2825	28	9	based	base	VERB
sc-2825	28	10	networks	network	NOUN
sc-2825	28	11	.	.	PUNCT
sc-2825	29	1	attacker	attacker	PROPN
sc-2825	29	2	tries	try	VERB
sc-2825	29	3	to	to	PART
sc-2825	29	4	hijack	hijack	VERB
sc-2825	29	5	iot	iot	NOUN
sc-2825	29	6	network	network	NOUN
sc-2825	29	7	by	by	ADP
sc-2825	29	8	sending	send	VERB
sc-2825	29	9	false	false	ADJ
sc-2825	29	10	data	datum	NOUN
sc-2825	29	11	packets	packet	NOUN
sc-2825	29	12	.	.	PUNCT
sc-2825	30	1	due	due	ADP
sc-2825	30	2	to	to	ADP
sc-2825	30	3	that	that	DET
sc-2825	30	4	network	network	NOUN
sc-2825	30	5	becomes	become	VERB
sc-2825	30	6	vulnerable	vulnerable	ADJ
sc-2825	30	7	and	and	CCONJ
sc-2825	30	8	intruder	intruder	NOUN
sc-2825	30	9	easily	easily	ADV
sc-2825	30	10	unbalances	unbalance	VERB
sc-2825	30	11	the	the	DET
sc-2825	30	12	entire	entire	ADJ
sc-2825	30	13	system	system	NOUN
sc-2825	30	14	[	[	X
sc-2825	30	15	8	8	NUM
sc-2825	30	16	]	]	PUNCT
sc-2825	30	17	.	.	PUNCT
sc-2825	31	1	in	in	ADP
sc-2825	31	2	smart	smart	ADJ
sc-2825	31	3	cities	city	NOUN
sc-2825	31	4	there	there	PRON
sc-2825	31	5	is	be	VERB
sc-2825	31	6	extensive	extensive	ADJ
sc-2825	31	7	use	use	NOUN
sc-2825	31	8	of	of	ADP
sc-2825	31	9	iot	iot	NOUN
sc-2825	31	10	networks	network	NOUN
sc-2825	31	11	which	which	PRON
sc-2825	31	12	makes	make	VERB
sc-2825	31	13	its	its	PRON
sc-2825	31	14	security	security	NOUN
sc-2825	31	15	a	a	DET
sc-2825	31	16	huge	huge	ADJ
sc-2825	31	17	concern	concern	NOUN
sc-2825	31	18	.	.	PUNCT
sc-2825	32	1	attackers	attacker	NOUN
sc-2825	32	2	can	can	AUX
sc-2825	32	3	exploit	exploit	VERB
sc-2825	32	4	vulnerabilities	vulnerability	NOUN
sc-2825	32	5	in	in	ADP
sc-2825	32	6	iot	iot	ADJ
sc-2825	32	7	devices	device	NOUN
sc-2825	32	8	to	to	PART
sc-2825	32	9	gain	gain	VERB
sc-2825	32	10	unauthorized	unauthorized	ADJ
sc-2825	32	11	access	access	NOUN
sc-2825	32	12	to	to	ADP
sc-2825	32	13	sensitive	sensitive	ADJ
sc-2825	32	14	information	information	NOUN
sc-2825	32	15	,	,	PUNCT
sc-2825	32	16	disrupt	disrupt	VERB
sc-2825	32	17	city	city	NOUN
sc-2825	32	18	services	service	NOUN
sc-2825	32	19	,	,	PUNCT
sc-2825	32	20	or	or	CCONJ
sc-2825	32	21	cause	cause	VERB
sc-2825	32	22	physical	physical	ADJ
sc-2825	32	23	damage	damage	NOUN
sc-2825	32	24	.	.	PUNCT
sc-2825	33	1	this	this	PRON
sc-2825	33	2	makes	make	VERB
sc-2825	33	3	intrusion	intrusion	NOUN
sc-2825	33	4	detection	detection	NOUN
sc-2825	33	5	a	a	DET
sc-2825	33	6	critical	critical	ADJ
sc-2825	33	7	requirement	requirement	NOUN
sc-2825	33	8	for	for	ADP
sc-2825	33	9	ensuring	ensure	VERB
sc-2825	33	10	the	the	DET
sc-2825	33	11	security	security	NOUN
sc-2825	33	12	of	of	ADP
sc-2825	33	13	smart	smart	ADJ
sc-2825	33	14	cities	city	NOUN
sc-2825	33	15	[	[	X
sc-2825	33	16	9	9	NUM
sc-2825	33	17	]	]	PUNCT
sc-2825	33	18	.	.	PUNCT
sc-2825	34	1	tele	tele	PROPN
sc-2825	34	2	-	-	PUNCT
sc-2825	34	3	medicine	medicine	PROPN
sc-2825	34	4	is	be	AUX
sc-2825	34	5	a	a	DET
sc-2825	34	6	new	new	ADJ
sc-2825	34	7	concept	concept	NOUN
sc-2825	34	8	in	in	ADP
sc-2825	34	9	smart	smart	ADJ
sc-2825	34	10	cities	city	NOUN
sc-2825	34	11	where	where	SCONJ
sc-2825	34	12	doctor	doctor	NOUN
sc-2825	34	13	will	will	AUX
sc-2825	34	14	operate	operate	VERB
sc-2825	34	15	and	and	CCONJ
sc-2825	34	16	consult	consult	VERB
sc-2825	34	17	the	the	DET
sc-2825	34	18	patient	patient	NOUN
sc-2825	34	19	remotely	remotely	ADV
sc-2825	34	20	.	.	PUNCT
sc-2825	35	1	therefore	therefore	ADV
sc-2825	35	2	,	,	PUNCT
sc-2825	35	3	intruder	intruder	NOUN
sc-2825	35	4	can	can	AUX
sc-2825	35	5	disturb	disturb	VERB
sc-2825	35	6	the	the	DET
sc-2825	35	7	process	process	NOUN
sc-2825	35	8	by	by	ADP
sc-2825	35	9	deploying	deploy	VERB
sc-2825	35	10	dos	do	NOUN
sc-2825	35	11	/	/	SYM
sc-2825	35	12	ddos	ddo	NOUN
sc-2825	35	13	,	,	PUNCT
sc-2825	35	14	sybil	sybil	NOUN
sc-2825	35	15	,	,	PUNCT
sc-2825	35	16	spoofing	spoofing	NOUN
sc-2825	35	17	,	,	PUNCT
sc-2825	35	18	wormholes	wormhole	NOUN
sc-2825	35	19	and	and	CCONJ
sc-2825	35	20	man	man	NOUN
sc-2825	35	21	-	-	PUNCT
sc-2825	35	22	in	in	ADP
sc-2825	35	23	-	-	PUNCT
sc-2825	35	24	the	the	DET
sc-2825	35	25	middle	middle	ADJ
sc-2825	35	26	attack	attack	NOUN
sc-2825	35	27	[	[	X
sc-2825	35	28	10	10	NUM
sc-2825	35	29	-	-	SYM
sc-2825	35	30	12	12	NUM
sc-2825	35	31	]	]	PUNCT
sc-2825	35	32	.	.	PUNCT
sc-2825	36	1	this	this	PRON
sc-2825	36	2	can	can	AUX
sc-2825	36	3	cause	cause	VERB
sc-2825	36	4	some	some	DET
sc-2825	36	5	serious	serious	ADJ
sc-2825	36	6	life	life	NOUN
sc-2825	36	7	threatening	threaten	VERB
sc-2825	36	8	situation	situation	NOUN
sc-2825	36	9	for	for	ADP
sc-2825	36	10	the	the	DET
sc-2825	36	11	patient	patient	NOUN
sc-2825	36	12	.	.	PUNCT
sc-2825	37	1	figure	figure	NOUN
sc-2825	37	2	1	1	NUM
sc-2825	37	3	,	,	PUNCT
sc-2825	37	4	depicts	depict	VERB
sc-2825	37	5	the	the	DET
sc-2825	37	6	concept	concept	NOUN
sc-2825	37	7	of	of	ADP
sc-2825	37	8	iot	iot	ADJ
sc-2825	37	9	network	network	NOUN
sc-2825	37	10	of	of	ADP
sc-2825	37	11	multiple	multiple	ADJ
sc-2825	37	12	devices	device	NOUN
sc-2825	37	13	using	use	VERB
sc-2825	37	14	an	an	DET
sc-2825	37	15	ids	id	NOUN
sc-2825	37	16	and	and	CCONJ
sc-2825	37	17	its	its	PRON
sc-2825	37	18	advantage	advantage	NOUN
sc-2825	37	19	in	in	ADP
sc-2825	37	20	case	case	NOUN
sc-2825	37	21	of	of	ADP
sc-2825	37	22	any	any	DET
sc-2825	37	23	intrusion	intrusion	NOUN
sc-2825	37	24	figure	figure	NOUN
sc-2825	37	25	1	1	NUM
sc-2825	37	26	.	.	PUNCT
sc-2825	38	1	iot	iot	PROPN
sc-2825	38	2	network	network	NOUN
sc-2825	38	3	using	use	VERB
sc-2825	38	4	concept	concept	NOUN
sc-2825	38	5	of	of	ADP
sc-2825	38	6	intrusion	intrusion	NOUN
sc-2825	38	7	detection	detection	NOUN
sc-2825	38	8	system	system	NOUN
sc-2825	38	9	however	however	ADV
sc-2825	38	10	,	,	PUNCT
sc-2825	38	11	to	to	PART
sc-2825	38	12	make	make	VERB
sc-2825	38	13	smart	smart	ADJ
sc-2825	38	14	city	city	NOUN
sc-2825	38	15	environment	environment	NOUN
sc-2825	38	16	safe	safe	ADJ
sc-2825	38	17	from	from	ADP
sc-2825	38	18	such	such	ADJ
sc-2825	38	19	attacks	attack	NOUN
sc-2825	38	20	,	,	PUNCT
sc-2825	38	21	threat	threat	NOUN
sc-2825	38	22	detection	detection	NOUN
sc-2825	38	23	is	be	AUX
sc-2825	38	24	very	very	ADV
sc-2825	38	25	much	much	ADV
sc-2825	38	26	necessary	necessary	ADJ
sc-2825	38	27	.	.	PUNCT
sc-2825	39	1	therefore	therefore	ADV
sc-2825	39	2	,	,	PUNCT
sc-2825	39	3	intrusion	intrusion	NOUN
sc-2825	39	4	detection	detection	NOUN
sc-2825	39	5	system	system	NOUN
sc-2825	39	6	(	(	PUNCT
sc-2825	39	7	ids	id	NOUN
sc-2825	39	8	)	)	PUNCT
sc-2825	39	9	plays	play	VERB
sc-2825	39	10	an	an	DET
sc-2825	39	11	important	important	ADJ
sc-2825	39	12	role	role	NOUN
sc-2825	39	13	in	in	ADP
sc-2825	39	14	identification	identification	NOUN
sc-2825	39	15	of	of	ADP
sc-2825	39	16	various	various	ADJ
sc-2825	39	17	attacks	attack	NOUN
sc-2825	39	18	on	on	ADP
sc-2825	39	19	iotnetworks	iotnetwork	NOUN
sc-2825	39	20	[	[	X
sc-2825	39	21	13	13	NUM
sc-2825	39	22	]	]	PUNCT
sc-2825	39	23	.	.	PUNCT
sc-2825	40	1	this	this	DET
sc-2825	40	2	research	research	NOUN
sc-2825	40	3	paper	paper	NOUN
sc-2825	40	4	presents	present	VERB
sc-2825	40	5	the	the	DET
sc-2825	40	6	concept	concept	NOUN
sc-2825	40	7	of	of	ADP
sc-2825	40	8	ids	id	NOUN
sc-2825	40	9	using	use	VERB
sc-2825	40	10	machine	machine	NOUN
sc-2825	40	11	learning	learn	VERB
sc-2825	40	12	techniques	technique	NOUN
sc-2825	40	13	for	for	ADP
sc-2825	40	14	optimal	optimal	ADJ
sc-2825	40	15	detection	detection	NOUN
sc-2825	40	16	of	of	ADP
sc-2825	40	17	cyber	cyber	NOUN
sc-2825	40	18	-	-	PUNCT
sc-2825	40	19	attacks	attack	NOUN
sc-2825	40	20	.	.	PUNCT
sc-2825	41	1	figure	figure	NOUN
sc-2825	41	2	1	1	NUM
sc-2825	41	3	,	,	PUNCT
sc-2825	41	4	shows	show	VERB
sc-2825	41	5	the	the	DET
sc-2825	41	6	concept	concept	NOUN
sc-2825	41	7	of	of	ADP
sc-2825	41	8	ids	id	NOUN
sc-2825	41	9	in	in	ADP
sc-2825	41	10	iot	iot	PROPN
sc-2825	41	11	networks	network	NOUN
sc-2825	41	12	.	.	PUNCT
sc-2825	42	1	section	section	NOUN
sc-2825	42	2	2	2	NUM
sc-2825	42	3	presents	present	NOUN
sc-2825	42	4	literature	literature	NOUN
sc-2825	42	5	review	review	NOUN
sc-2825	42	6	of	of	ADP
sc-2825	42	7	all	all	DET
sc-2825	42	8	research	research	NOUN
sc-2825	42	9	work	work	NOUN
sc-2825	42	10	that	that	PRON
sc-2825	42	11	has	have	AUX
sc-2825	42	12	been	be	AUX
sc-2825	42	13	done	do	VERB
sc-2825	42	14	recently	recently	ADV
sc-2825	42	15	in	in	ADP
sc-2825	42	16	this	this	DET
sc-2825	42	17	domain	domain	NOUN
sc-2825	42	18	.	.	PUNCT
sc-2825	43	1	section	section	NOUN
sc-2825	43	2	3	3	NUM
sc-2825	43	3	explains	explain	VERB
sc-2825	43	4	intrusion	intrusion	NOUN
sc-2825	43	5	detection	detection	NOUN
sc-2825	43	6	systems	system	NOUN
sc-2825	43	7	in	in	ADP
sc-2825	43	8	detail	detail	NOUN
sc-2825	43	9	along	along	ADP
sc-2825	43	10	with	with	ADP
sc-2825	43	11	their	their	PRON
sc-2825	43	12	different	different	ADJ
sc-2825	43	13	types	type	NOUN
sc-2825	43	14	,	,	PUNCT
sc-2825	43	15	followed	follow	VERB
sc-2825	43	16	by	by	ADP
sc-2825	43	17	section	section	NOUN
sc-2825	43	18	4	4	NUM
sc-2825	43	19	which	which	PRON
sc-2825	43	20	describes	describe	VERB
sc-2825	43	21	real	real	ADJ
sc-2825	43	22	time	time	NOUN
sc-2825	43	23	applications	application	NOUN
sc-2825	43	24	of	of	ADP
sc-2825	43	25	iot	iot	NOUN
sc-2825	43	26	networks	network	NOUN
sc-2825	43	27	in	in	ADP
sc-2825	43	28	a	a	DET
sc-2825	43	29	smart	smart	ADJ
sc-2825	43	30	city	city	NOUN
sc-2825	43	31	concept	concept	NOUN
sc-2825	43	32	.	.	PUNCT
sc-2825	44	1	then	then	ADV
sc-2825	44	2	section	section	NOUN
sc-2825	44	3	5	5	NUM
sc-2825	44	4	discusses	discuss	VERB
sc-2825	44	5	simulation	simulation	NOUN
sc-2825	44	6	environment	environment	NOUN
sc-2825	44	7	and	and	CCONJ
sc-2825	44	8	simulation	simulation	NOUN
sc-2825	44	9	results	result	NOUN
sc-2825	44	10	generated	generate	VERB
sc-2825	44	11	by	by	ADP
sc-2825	44	12	applying	apply	VERB
sc-2825	44	13	machine	machine	NOUN
sc-2825	44	14	learning	learn	VERB
sc-2825	44	15	techniques	technique	NOUN
sc-2825	44	16	on	on	ADP
sc-2825	44	17	unsw	unsw	PROPN
sc-2825	44	18	-	-	PUNCT
sc-2825	44	19	nb15	nb15	PROPN
sc-2825	44	20	dataset	dataset	NOUN
sc-2825	44	21	.	.	PUNCT
sc-2825	45	1	at	at	ADP
sc-2825	45	2	last	last	ADJ
sc-2825	45	3	section	section	NOUN
sc-2825	45	4	6	6	NUM
sc-2825	45	5	presents	present	NOUN
sc-2825	45	6	conclusion	conclusion	NOUN
sc-2825	45	7	and	and	CCONJ
sc-2825	45	8	future	future	ADJ
sc-2825	45	9	discussions	discussion	NOUN
sc-2825	45	10	.	.	PUNCT
sc-2825	46	1	2	2	X
sc-2825	46	2	.	.	X
sc-2825	46	3	literature	literature	NOUN
sc-2825	46	4	survey	survey	VERB
sc-2825	46	5	this	this	DET
sc-2825	46	6	section	section	NOUN
sc-2825	46	7	presents	present	VERB
sc-2825	46	8	limitations	limitation	NOUN
sc-2825	46	9	related	relate	VERB
sc-2825	46	10	to	to	ADP
sc-2825	46	11	iot	iot	NOUN
sc-2825	46	12	-	-	PUNCT
sc-2825	46	13	networks	network	NOUN
sc-2825	46	14	.	.	PUNCT
sc-2825	47	1	in	in	ADP
sc-2825	47	2	,	,	PUNCT
sc-2825	47	3	iot	iot	PROPN
sc-2825	47	4	based	base	VERB
sc-2825	47	5	communication	communication	NOUN
sc-2825	47	6	networks	network	NOUN
sc-2825	47	7	sending	send	VERB
sc-2825	47	8	information	information	NOUN
sc-2825	47	9	from	from	ADP
sc-2825	47	10	one	one	NUM
sc-2825	47	11	node	node	NOUN
sc-2825	47	12	to	to	ADP
sc-2825	47	13	another	another	PRON
sc-2825	47	14	is	be	AUX
sc-2825	47	15	quite	quite	ADV
sc-2825	47	16	tough	tough	ADJ
sc-2825	47	17	.	.	PUNCT
sc-2825	48	1	therefore	therefore	ADV
sc-2825	48	2	,	,	PUNCT
sc-2825	48	3	nature	nature	NOUN
sc-2825	48	4	inspired	inspire	VERB
sc-2825	48	5	e	e	NOUN
sc-2825	48	6	-	-	NOUN
sc-2825	48	7	anthocnet	anthocnet	NOUN
sc-2825	48	8	has	have	AUX
sc-2825	48	9	improved	improve	VERB
sc-2825	48	10	overall	overall	ADJ
sc-2825	48	11	standards	standard	NOUN
sc-2825	48	12	of	of	ADP
sc-2825	48	13	communication	communication	NOUN
sc-2825	48	14	.	.	PUNCT
sc-2825	49	1	but	but	CCONJ
sc-2825	49	2	still	still	ADV
sc-2825	49	3	security	security	NOUN
sc-2825	49	4	is	be	AUX
sc-2825	49	5	the	the	DET
sc-2825	49	6	main	main	ADJ
sc-2825	49	7	concern	concern	NOUN
sc-2825	49	8	which	which	PRON
sc-2825	49	9	needs	need	VERB
sc-2825	49	10	to	to	PART
sc-2825	49	11	be	be	AUX
sc-2825	49	12	addressed	address	VERB
sc-2825	49	13	with	with	ADP
sc-2825	49	14	possible	possible	ADJ
sc-2825	49	15	solutions	solution	NOUN
sc-2825	49	16	[	[	X
sc-2825	49	17	14	14	NUM
sc-2825	49	18	-	-	SYM
sc-2825	49	19	16	16	NUM
sc-2825	49	20	]	]	PUNCT
sc-2825	49	21	.	.	PUNCT
sc-2825	50	1	machine	machine	NOUN
sc-2825	50	2	learning	learning	NOUN
sc-2825	50	3	technique	technique	NOUN
sc-2825	50	4	decision	decision	NOUN
sc-2825	50	5	tree	tree	NOUN
sc-2825	50	6	enhance	enhance	VERB
sc-2825	50	7	connectivity	connectivity	NOUN
sc-2825	50	8	in	in	ADP
sc-2825	50	9	between	between	ADP
sc-2825	50	10	nodes	node	NOUN
sc-2825	50	11	by	by	ADP
sc-2825	50	12	using	use	VERB
sc-2825	50	13	received	receive	VERB
sc-2825	50	14	signal	signal	NOUN
sc-2825	50	15	strength	strength	NOUN
sc-2825	50	16	indicator	indicator	NOUN
sc-2825	50	17	(	(	PUNCT
sc-2825	50	18	rssi	rssi	NOUN
sc-2825	50	19	)	)	PUNCT
sc-2825	50	20	.	.	PUNCT
sc-2825	51	1	due	due	ADP
sc-2825	51	2	to	to	ADP
sc-2825	51	3	cyberattacks	cyberattack	NOUN
sc-2825	51	4	on	on	ADP
sc-2825	51	5	iot	iot	PROPN
sc-2825	51	6	networks	network	NOUN
sc-2825	51	7	connectivity	connectivity	NOUN
sc-2825	51	8	will	will	AUX
sc-2825	51	9	be	be	AUX
sc-2825	51	10	unbalanced	unbalanced	ADJ
sc-2825	51	11	[	[	X
sc-2825	51	12	17	17	NUM
sc-2825	51	13	]	]	PUNCT
sc-2825	51	14	.	.	PUNCT
sc-2825	52	1	intelligent	intelligent	ADJ
sc-2825	52	2	detection	detection	NOUN
sc-2825	52	3	system	system	NOUN
sc-2825	52	4	is	be	AUX
sc-2825	52	5	introduced	introduce	VERB
sc-2825	52	6	which	which	PRON
sc-2825	52	7	can	can	AUX
sc-2825	52	8	easily	easily	ADV
sc-2825	52	9	detect	detect	VERB
sc-2825	52	10	dos/	dos/	ADJ
sc-2825	52	11	ddos	ddo	NOUN
sc-2825	52	12	and	and	CCONJ
sc-2825	52	13	ping	ping	NOUN
sc-2825	52	14	of	of	ADP
sc-2825	52	15	death	death	NOUN
sc-2825	52	16	attacks	attack	NOUN
sc-2825	52	17	.	.	PUNCT
sc-2825	53	1	markov	markov	NOUN
sc-2825	53	2	chain	chain	NOUN
sc-2825	53	3	distribution	distribution	NOUN
sc-2825	53	4	is	be	AUX
sc-2825	53	5	used	use	VERB
sc-2825	53	6	to	to	PART
sc-2825	53	7	balance	balance	VERB
sc-2825	53	8	false	false	ADJ
sc-2825	53	9	positive	positive	ADJ
sc-2825	53	10	and	and	CCONJ
sc-2825	53	11	false	false	ADJ
sc-2825	53	12	negative	negative	ADJ
sc-2825	53	13	which	which	PRON
sc-2825	53	14	lead	lead	VERB
sc-2825	53	15	to	to	ADP
sc-2825	53	16	the	the	DET
sc-2825	53	17	problem	problem	NOUN
sc-2825	53	18	of	of	ADP
sc-2825	53	19	high	high	ADJ
sc-2825	53	20	accuracy	accuracy	NOUN
sc-2825	54	1	[	[	X
sc-2825	54	2	18	18	NUM
sc-2825	54	3	]	]	PUNCT
sc-2825	54	4	.	.	PUNCT
sc-2825	55	1	queue	queue	NOUN
sc-2825	55	2	based	base	VERB
sc-2825	55	3	traffic	traffic	NOUN
sc-2825	55	4	management	management	NOUN
sc-2825	55	5	is	be	AUX
sc-2825	55	6	used	use	VERB
sc-2825	55	7	to	to	PART
sc-2825	55	8	monitor	monitor	VERB
sc-2825	55	9	data	datum	NOUN
sc-2825	55	10	packets	packet	NOUN
sc-2825	55	11	of	of	ADP
sc-2825	55	12	iot	iot	NOUN
sc-2825	55	13	-	-	PUNCT
sc-2825	55	14	networks	network	NOUN
sc-2825	55	15	.	.	PUNCT
sc-2825	56	1	anomaly	anomaly	PROPN
sc-2825	56	2	based	base	VERB
sc-2825	56	3	ids	id	NOUN
sc-2825	56	4	is	be	AUX
sc-2825	56	5	designed	design	VERB
sc-2825	56	6	using	use	VERB
sc-2825	56	7	poisson	poisson	NOUN
sc-2825	56	8	distribution	distribution	NOUN
sc-2825	56	9	to	to	PART
sc-2825	56	10	minimize	minimize	VERB
sc-2825	56	11	false	false	ADJ
sc-2825	56	12	alarm	alarm	NOUN
sc-2825	56	13	and	and	CCONJ
sc-2825	56	14	missed	miss	VERB
sc-2825	56	15	detection	detection	NOUN
sc-2825	56	16	.	.	PUNCT
sc-2825	57	1	the	the	DET
sc-2825	57	2	proposed	propose	VERB
sc-2825	57	3	system	system	NOUN
sc-2825	57	4	is	be	AUX
sc-2825	57	5	able	able	ADJ
sc-2825	57	6	to	to	PART
sc-2825	57	7	identify	identify	VERB
sc-2825	57	8	ping	ping	NOUN
sc-2825	57	9	of	of	ADP
sc-2825	57	10	death	death	NOUN
sc-2825	57	11	attacks	attack	NOUN
sc-2825	57	12	but	but	CCONJ
sc-2825	57	13	still	still	ADV
sc-2825	57	14	higher	high	ADJ
sc-2825	57	15	attack	attack	NOUN
sc-2825	57	16	probabilities	probability	NOUN
sc-2825	57	17	need	need	VERB
sc-2825	57	18	to	to	PART
sc-2825	57	19	be	be	AUX
sc-2825	57	20	evaluated	evaluate	VERB
sc-2825	57	21	which	which	PRON
sc-2825	57	22	use	use	VERB
sc-2825	57	23	to	to	PART
sc-2825	57	24	degrade	degrade	VERB
sc-2825	57	25	network	network	NOUN
sc-2825	57	26	performance	performance	NOUN
sc-2825	57	27	[	[	X
sc-2825	57	28	19	19	NUM
sc-2825	57	29	]	]	PUNCT
sc-2825	57	30	.	.	PUNCT
sc-2825	58	1	table	table	NOUN
sc-2825	58	2	1	1	NUM
sc-2825	58	3	present	present	NOUN
sc-2825	58	4	’s	’s	PART
sc-2825	58	5	limitation	limitation	NOUN
sc-2825	58	6	of	of	ADP
sc-2825	58	7	various	various	ADJ
sc-2825	58	8	proposed	propose	VERB
sc-2825	58	9	machine	machine	NOUN
sc-2825	58	10	learning	learning	NOUN
sc-2825	58	11	based	base	VERB
sc-2825	58	12	ids	id	NOUN
sc-2825	58	13	using	use	VERB
sc-2825	58	14	different	different	ADJ
sc-2825	58	15	techniques	technique	NOUN
sc-2825	58	16	as	as	ADV
sc-2825	58	17	well	well	ADV
sc-2825	58	18	as	as	ADP
sc-2825	58	19	stimulation	stimulation	NOUN
sc-2825	58	20	environment	environment	NOUN
sc-2825	58	21	.	.	PUNCT
sc-2825	59	1	table	table	NOUN
sc-2825	59	2	1	1	NUM
sc-2825	59	3	.	.	PUNCT
sc-2825	59	4	machine	machine	NOUN
sc-2825	59	5	learning	learn	VERB
sc-2825	59	6	techniques	technique	NOUN
sc-2825	59	7	&	&	CCONJ
sc-2825	59	8	limitations	limitations	PROPN
sc-2825	59	9	referen	referen	PROPN
sc-2825	59	10	ce	ce	PROPN
sc-2825	59	11	machine	machine	PROPN
sc-2825	59	12	learning	learn	VERB
sc-2825	59	13	techniqu	techniqu	PROPN
sc-2825	59	14	es	es	NOUN
sc-2825	59	15	type	type	NOUN
sc-2825	59	16	of	of	ADP
sc-2825	59	17	ids	id	NOUN
sc-2825	59	18	simulati	simulati	NOUN
sc-2825	59	19	on	on	ADP
sc-2825	59	20	tool	tool	NOUN
sc-2825	59	21	ids	id	NOUN
sc-2825	59	22	limitation	limitation	NOUN
sc-2825	59	23	s	s	PART
sc-2825	59	24	[	[	X
sc-2825	59	25	38	38	NUM
sc-2825	59	26	]	]	PUNCT
sc-2825	59	27	fusion	fusion	NOUN
sc-2825	59	28	decision	decision	NOUN
sc-2825	59	29	anomal	anomal	PROPN
sc-2825	59	30	y	y	PROPN
sc-2825	59	31	-	-	PUNCT
sc-2825	59	32	based	base	VERB
sc-2825	59	33	test	test	NOUN
sc-2825	59	34	bed	bed	NOUN
sc-2825	59	35	unable	unable	ADJ
sc-2825	59	36	to	to	PART
sc-2825	59	37	detect	detect	VERB
sc-2825	59	38	host	host	NOUN
sc-2825	59	39	attack	attack	NOUN
sc-2825	59	40	payload	payload	NOUN
sc-2825	59	41	monitored	monitor	VERB
sc-2825	59	42	attacks	attack	NOUN
sc-2825	59	43	.	.	PUNCT
sc-2825	60	1	[	[	X
sc-2825	60	2	39	39	NUM
sc-2825	60	3	]	]	X
sc-2825	60	4	knn	knn	PROPN
sc-2825	60	5	&	&	CCONJ
sc-2825	60	6	rsl	rsl	PROPN
sc-2825	60	7	hybrid	hybrid	NOUN
sc-2825	60	8	sdn	sdn	PROPN
sc-2825	60	9	and	and	CCONJ
sc-2825	60	10	blockchai	blockchai	PROPN
sc-2825	60	11	n	n	PRON
sc-2825	60	12	accuracy	accuracy	NOUN
sc-2825	60	13	can	can	AUX
sc-2825	60	14	be	be	AUX
sc-2825	60	15	improved	improve	VERB
sc-2825	60	16	.	.	PUNCT
sc-2825	61	1	[	[	X
sc-2825	61	2	40	40	NUM
sc-2825	61	3	]	]	PUNCT
sc-2825	61	4	rnn	rnn	VERB
sc-2825	61	5	hybrid	hybrid	ADJ
sc-2825	61	6	python	python	NOUN
sc-2825	61	7	3.0	3.0	NUM
sc-2825	61	8	rnn	rnn	NOUN
sc-2825	61	9	has	have	VERB
sc-2825	61	10	a	a	DET
sc-2825	61	11	slow	slow	ADJ
sc-2825	61	12	and	and	CCONJ
sc-2825	61	13	complex	complex	ADJ
sc-2825	61	14	training	training	NOUN
sc-2825	61	15	process	process	NOUN
sc-2825	61	16	and	and	CCONJ
sc-2825	61	17	faces	face	VERB
sc-2825	61	18	difficulty	difficulty	NOUN
sc-2825	61	19	with	with	ADP
sc-2825	61	20	long	long	ADJ
sc-2825	61	21	sequence	sequence	NOUN
sc-2825	61	22	.	.	PUNCT
sc-2825	62	1	[	[	X
sc-2825	62	2	41	41	NUM
sc-2825	62	3	]	]	PUNCT
sc-2825	62	4	rf	rf	VERB
sc-2825	62	5	anomal	anomal	PROPN
sc-2825	62	6	y	y	PROPN
sc-2825	62	7	-	-	PUNCT
sc-2825	62	8	based	base	VERB
sc-2825	62	9	iot	iot	NOUN
sc-2825	62	10	system	system	NOUN
sc-2825	62	11	anomalybased	anomalybase	VERB
sc-2825	62	12	approach	approach	NOUN
sc-2825	62	13	is	be	AUX
sc-2825	62	14	deficient	deficient	ADJ
sc-2825	62	15	on	on	ADP
sc-2825	62	16	true	true	ADJ
sc-2825	62	17	alarm	alarm	NOUN
sc-2825	62	18	rate	rate	NOUN
sc-2825	62	19	[	[	X
sc-2825	62	20	42	42	NUM
sc-2825	62	21	]	]	PUNCT
sc-2825	62	22	rf	rf	VERB
sc-2825	62	23	anomal	anomal	PROPN
sc-2825	62	24	y	y	PROPN
sc-2825	62	25	-	-	PUNCT
sc-2825	62	26	based	base	VERB
sc-2825	62	27	scada	scada	PROPN
sc-2825	62	28	less	less	ADV
sc-2825	62	29	accurate	accurate	ADJ
sc-2825	62	30	than	than	ADP
sc-2825	62	31	a	a	DET
sc-2825	62	32	eai	eai	NOUN
sc-2825	62	33	endorsed	endorse	VERB
sc-2825	62	34	transactions	transaction	NOUN
sc-2825	62	35	on	on	ADP
sc-2825	62	36	smart	smart	ADJ
sc-2825	62	37	cities	city	NOUN
sc-2825	62	38	01	01	NUM
sc-2825	62	39	2023	2023	NUM
sc-2825	62	40	03	03	NUM
sc-2825	62	41	2023	2023	NUM
sc-2825	62	42	|	|	NOUN
sc-2825	62	43	volume	volume	NOUN
sc-2825	62	44	7	7	NUM
sc-2825	63	1	|	|	NOUN
sc-2825	63	2	issue	issue	NOUN
sc-2825	63	3	1	1	NUM
sc-2825	63	4	|	|	ADV
sc-2825	63	5	e4	e4	VERB
sc-2825	63	6	an	an	DET
sc-2825	63	7	intelligent	intelligent	ADJ
sc-2825	63	8	machine	machine	NOUN
sc-2825	63	9	learning	learning	NOUN
sc-2825	63	10	based	base	VERB
sc-2825	63	11	intrusion	intrusion	NOUN
sc-2825	63	12	detection	detection	NOUN
sc-2825	63	13	system	system	NOUN
sc-2825	63	14	(	(	PUNCT
sc-2825	63	15	ids	id	NOUN
sc-2825	63	16	)	)	PUNCT
sc-2825	63	17	for	for	ADP
sc-2825	63	18	smart	smart	ADJ
sc-2825	63	19	cities	city	NOUN
sc-2825	63	20	networks	network	VERB
sc-2825	63	21	3	3	NUM
sc-2825	63	22	hybrid	hybrid	NOUN
sc-2825	63	23	model	model	NOUN
sc-2825	63	24	[	[	X
sc-2825	63	25	43	43	NUM
sc-2825	63	26	]	]	X
sc-2825	63	27	ann	ann	PROPN
sc-2825	63	28	hybrid	hybrid	PROPN
sc-2825	63	29	matla	matla	PROPN
sc-2825	63	30	b	b	PROPN
sc-2825	63	31	ann	ann	PROPN
sc-2825	63	32	technique	technique	NOUN
sc-2825	63	33	usually	usually	ADV
sc-2825	63	34	lack	lack	VERB
sc-2825	63	35	in	in	ADP
sc-2825	63	36	accuracy	accuracy	NOUN
sc-2825	63	37	to	to	ADP
sc-2825	63	38	some	some	DET
sc-2825	63	39	extant	extant	ADJ
sc-2825	63	40	[	[	X
sc-2825	63	41	44	44	NUM
sc-2825	63	42	]	]	PUNCT
sc-2825	63	43	svm	svm	PROPN
sc-2825	63	44	anomal	anomal	PROPN
sc-2825	63	45	y	y	PROPN
sc-2825	63	46	-	-	PUNCT
sc-2825	63	47	based	base	VERB
sc-2825	63	48	matla	matla	NOUN
sc-2825	63	49	b	b	NOUN
sc-2825	63	50	accuracy	accuracy	NOUN
sc-2825	63	51	needs	need	VERB
sc-2825	63	52	to	to	PART
sc-2825	63	53	be	be	AUX
sc-2825	63	54	improved	improve	VERB
sc-2825	63	55	[	[	X
sc-2825	63	56	45	45	NUM
sc-2825	63	57	]	]	X
sc-2825	63	58	dnn	dnn	PROPN
sc-2825	63	59	anomal	anomal	PROPN
sc-2825	63	60	y	y	PROPN
sc-2825	63	61	-	-	PUNCT
sc-2825	63	62	based	base	VERB
sc-2825	63	63	tensorfl	tensorfl	NOUN
sc-2825	63	64	ow	ow	PROPN
sc-2825	63	65	&	&	CCONJ
sc-2825	63	66	python	python	PROPN
sc-2825	63	67	mitigation	mitigation	NOUN
sc-2825	63	68	required	require	VERB
sc-2825	63	69	for	for	ADP
sc-2825	63	70	false	false	ADJ
sc-2825	63	71	alarm	alarm	NOUN
sc-2825	63	72	[	[	X
sc-2825	63	73	46	46	NUM
sc-2825	63	74	]	]	X
sc-2825	63	75	cnn	cnn	PROPN
sc-2825	63	76	anomal	anomal	PROPN
sc-2825	63	77	y	y	PROPN
sc-2825	63	78	-	-	PUNCT
sc-2825	63	79	based	base	VERB
sc-2825	63	80	python	python	NOUN
sc-2825	63	81	data	datum	NOUN
sc-2825	63	82	labeling	labeling	NOUN
sc-2825	63	83	is	be	AUX
sc-2825	63	84	a	a	DET
sc-2825	63	85	better	well	ADJ
sc-2825	63	86	practice	practice	NOUN
sc-2825	63	87	helps	help	VERB
sc-2825	63	88	the	the	DET
sc-2825	63	89	algorithm	algorithm	NOUN
sc-2825	63	90	’s	’s	PART
sc-2825	63	91	better	well	ADJ
sc-2825	63	92	understandi	understandi	VERB
sc-2825	63	93	ng	ng	PROPN
sc-2825	64	1	[	[	X
sc-2825	64	2	47	47	NUM
sc-2825	64	3	]	]	X
sc-2825	64	4	snn	snn	PROPN
sc-2825	64	5	,	,	PUNCT
sc-2825	64	6	bxg	bxg	PROPN
sc-2825	64	7	boost	boost	PROPN
sc-2825	64	8	&	&	CCONJ
sc-2825	64	9	dnn	dnn	PROPN
sc-2825	64	10	anomal	anomal	PROPN
sc-2825	64	11	y	y	PROPN
sc-2825	64	12	-	-	PUNCT
sc-2825	64	13	based	base	VERB
sc-2825	64	14	python	python	NOUN
sc-2825	64	15	precision	precision	NOUN
sc-2825	64	16	refinement	refinement	NOUN
sc-2825	64	17	is	be	AUX
sc-2825	64	18	requisite	requisite	ADJ
sc-2825	64	19	.	.	PUNCT
sc-2825	65	1	3	3	X
sc-2825	65	2	.	.	X
sc-2825	65	3	intrusion	intrusion	NOUN
sc-2825	65	4	detection	detection	NOUN
sc-2825	65	5	system	system	NOUN
sc-2825	65	6	for	for	ADP
sc-2825	65	7	iotnetwork	iotnetwork	NOUN
sc-2825	65	8	iot	iot	NOUN
sc-2825	65	9	networks	network	NOUN
sc-2825	65	10	are	be	AUX
sc-2825	65	11	usually	usually	ADV
sc-2825	65	12	poorly	poorly	ADV
sc-2825	65	13	secured	secure	VERB
sc-2825	65	14	so	so	SCONJ
sc-2825	65	15	the	the	DET
sc-2825	65	16	fact	fact	NOUN
sc-2825	65	17	is	be	AUX
sc-2825	65	18	that	that	SCONJ
sc-2825	65	19	the	the	DET
sc-2825	65	20	critical	critical	ADJ
sc-2825	65	21	data	datum	NOUN
sc-2825	65	22	,	,	PUNCT
sc-2825	65	23	they	they	PRON
sc-2825	65	24	are	be	AUX
sc-2825	65	25	carrying	carry	VERB
sc-2825	65	26	is	be	AUX
sc-2825	65	27	vulnerable	vulnerable	ADJ
sc-2825	65	28	to	to	ADP
sc-2825	65	29	various	various	ADJ
sc-2825	65	30	kind	kind	NOUN
sc-2825	65	31	of	of	ADP
sc-2825	65	32	attack	attack	NOUN
sc-2825	65	33	.	.	PUNCT
sc-2825	66	1	an	an	DET
sc-2825	66	2	ids	ids	NOUN
sc-2825	66	3	acts	act	VERB
sc-2825	66	4	as	as	ADP
sc-2825	66	5	an	an	DET
sc-2825	66	6	alarm	alarm	NOUN
sc-2825	66	7	that	that	PRON
sc-2825	66	8	beeps	beep	VERB
sc-2825	66	9	in	in	ADP
sc-2825	66	10	case	case	NOUN
sc-2825	66	11	of	of	ADP
sc-2825	66	12	any	any	DET
sc-2825	66	13	possible	possible	ADJ
sc-2825	66	14	attack	attack	NOUN
sc-2825	66	15	[	[	X
sc-2825	66	16	20	20	NUM
sc-2825	66	17	]	]	PUNCT
sc-2825	66	18	.	.	PUNCT
sc-2825	67	1	idss	idss	PROPN
sc-2825	67	2	have	have	AUX
sc-2825	67	3	been	be	AUX
sc-2825	67	4	more	more	ADV
sc-2825	67	5	common	common	ADJ
sc-2825	67	6	because	because	SCONJ
sc-2825	67	7	they	they	PRON
sc-2825	67	8	continuously	continuously	ADV
sc-2825	67	9	analyze	analyze	VERB
sc-2825	67	10	the	the	DET
sc-2825	67	11	network	network	NOUN
sc-2825	67	12	traffic	traffic	NOUN
sc-2825	67	13	thus	thus	ADV
sc-2825	67	14	no	no	DET
sc-2825	67	15	unverified	unverified	ADJ
sc-2825	67	16	packet	packet	NOUN
sc-2825	67	17	passed	pass	VERB
sc-2825	67	18	unattended	unattende	VERB
sc-2825	67	19	.	.	PUNCT
sc-2825	68	1	currently	currently	ADV
sc-2825	68	2	researchers	researcher	NOUN
sc-2825	68	3	are	be	AUX
sc-2825	68	4	more	more	ADV
sc-2825	68	5	interested	interested	ADJ
sc-2825	68	6	to	to	PART
sc-2825	68	7	impose	impose	VERB
sc-2825	68	8	various	various	ADJ
sc-2825	68	9	methodologies	methodology	NOUN
sc-2825	68	10	of	of	ADP
sc-2825	68	11	machine	machine	NOUN
sc-2825	68	12	learning	learning	NOUN
sc-2825	68	13	and	and	CCONJ
sc-2825	68	14	deep	deep	ADJ
sc-2825	68	15	learning	learning	NOUN
sc-2825	68	16	powered	power	VERB
sc-2825	68	17	with	with	ADP
sc-2825	68	18	various	various	ADJ
sc-2825	68	19	algorithms	algorithm	NOUN
sc-2825	68	20	on	on	ADP
sc-2825	68	21	iots	iot	NOUN
sc-2825	68	22	for	for	ADP
sc-2825	68	23	the	the	DET
sc-2825	68	24	detection	detection	NOUN
sc-2825	68	25	of	of	ADP
sc-2825	68	26	intrusion	intrusion	NOUN
sc-2825	68	27	[	[	X
sc-2825	68	28	21	21	NUM
sc-2825	68	29	-	-	SYM
sc-2825	68	30	22	22	NUM
sc-2825	68	31	]	]	PUNCT
sc-2825	68	32	.	.	PUNCT
sc-2825	69	1	in	in	ADP
sc-2825	69	2	smart	smart	ADJ
sc-2825	69	3	cities	city	NOUN
sc-2825	69	4	with	with	ADP
sc-2825	69	5	such	such	ADJ
sc-2825	69	6	extensive	extensive	ADJ
sc-2825	69	7	use	use	NOUN
sc-2825	69	8	of	of	ADP
sc-2825	69	9	iot	iot	NOUN
sc-2825	69	10	networks	network	NOUN
sc-2825	69	11	and	and	CCONJ
sc-2825	69	12	in	in	ADP
sc-2825	69	13	such	such	ADJ
sc-2825	69	14	close	close	ADJ
sc-2825	69	15	proximity	proximity	NOUN
sc-2825	69	16	of	of	ADP
sc-2825	69	17	humans	human	NOUN
sc-2825	69	18	with	with	ADP
sc-2825	69	19	sometimes	sometimes	ADV
sc-2825	69	20	sensitive	sensitive	ADJ
sc-2825	69	21	data	datum	NOUN
sc-2825	69	22	on	on	ADP
sc-2825	69	23	them	they	PRON
sc-2825	69	24	,	,	PUNCT
sc-2825	69	25	it	it	PRON
sc-2825	69	26	is	be	AUX
sc-2825	69	27	absolutely	absolutely	ADV
sc-2825	69	28	necessary	necessary	ADJ
sc-2825	69	29	to	to	PART
sc-2825	69	30	incorporate	incorporate	VERB
sc-2825	69	31	strong	strong	ADJ
sc-2825	69	32	intrusion	intrusion	NOUN
sc-2825	69	33	detection	detection	NOUN
sc-2825	69	34	system	system	NOUN
sc-2825	69	35	(	(	PUNCT
sc-2825	69	36	ids	id	NOUN
sc-2825	69	37	)	)	PUNCT
sc-2825	69	38	that	that	PRON
sc-2825	69	39	mitigates	mitigate	VERB
sc-2825	69	40	the	the	DET
sc-2825	69	41	threat	threat	NOUN
sc-2825	69	42	of	of	ADP
sc-2825	69	43	information	information	NOUN
sc-2825	69	44	leakage	leakage	NOUN
sc-2825	69	45	and	and	CCONJ
sc-2825	69	46	network	network	NOUN
sc-2825	69	47	hijacking	hijacking	NOUN
sc-2825	69	48	which	which	PRON
sc-2825	69	49	.	.	PUNCT
sc-2825	70	1	if	if	SCONJ
sc-2825	70	2	in	in	ADP
sc-2825	70	3	smart	smart	ADJ
sc-2825	70	4	city	city	NOUN
sc-2825	70	5	a	a	DET
sc-2825	70	6	critical	critical	ADJ
sc-2825	70	7	network	network	NOUN
sc-2825	70	8	is	be	AUX
sc-2825	70	9	hijacked	hijack	VERB
sc-2825	70	10	,	,	PUNCT
sc-2825	70	11	it	it	PRON
sc-2825	70	12	can	can	AUX
sc-2825	70	13	result	result	VERB
sc-2825	70	14	in	in	ADP
sc-2825	70	15	loss	loss	NOUN
sc-2825	70	16	of	of	ADP
sc-2825	70	17	precious	precious	ADJ
sc-2825	70	18	and	and	CCONJ
sc-2825	70	19	sensitive	sensitive	ADJ
sc-2825	70	20	information	information	NOUN
sc-2825	70	21	.	.	PUNCT
sc-2825	71	1	it	it	PRON
sc-2825	71	2	can	can	AUX
sc-2825	71	3	also	also	ADV
sc-2825	71	4	lead	lead	VERB
sc-2825	71	5	to	to	ADP
sc-2825	71	6	life	life	NOUN
sc-2825	71	7	threatening	threaten	VERB
sc-2825	71	8	situation	situation	NOUN
sc-2825	71	9	.	.	PUNCT
sc-2825	72	1	thus	thus	ADV
sc-2825	72	2	protecting	protect	VERB
sc-2825	72	3	smart	smart	ADJ
sc-2825	72	4	city	city	NOUN
sc-2825	72	5	infrastructure	infrastructure	NOUN
sc-2825	72	6	against	against	ADP
sc-2825	72	7	possible	possible	ADJ
sc-2825	72	8	attacks	attack	NOUN
sc-2825	72	9	is	be	AUX
sc-2825	72	10	very	very	ADV
sc-2825	72	11	important	important	ADJ
sc-2825	72	12	.	.	PUNCT
sc-2825	73	1	the	the	DET
sc-2825	73	2	advancement	advancement	NOUN
sc-2825	73	3	in	in	ADP
sc-2825	73	4	iot	iot	PROPN
sc-2825	73	5	security	security	NOUN
sc-2825	73	6	has	have	AUX
sc-2825	73	7	led	lead	VERB
sc-2825	73	8	to	to	ADP
sc-2825	73	9	detection	detection	NOUN
sc-2825	73	10	even	even	ADV
sc-2825	73	11	on	on	ADP
sc-2825	73	12	sensor	sensor	NOUN
sc-2825	73	13	node	node	NOUN
sc-2825	73	14	in	in	ADP
sc-2825	73	15	iot	iot	ADJ
sc-2825	73	16	network	network	NOUN
sc-2825	73	17	[	[	X
sc-2825	73	18	23	23	NUM
sc-2825	73	19	]	]	PUNCT
sc-2825	73	20	.	.	PUNCT
sc-2825	74	1	there	there	PRON
sc-2825	74	2	are	be	VERB
sc-2825	74	3	three	three	NUM
sc-2825	74	4	common	common	ADJ
sc-2825	74	5	types	type	NOUN
sc-2825	74	6	of	of	ADP
sc-2825	74	7	ids	id	NOUN
sc-2825	74	8	:	:	PUNCT
sc-2825	74	9	•	•	NUM
sc-2825	74	10	anomaly	anomaly	NOUN
sc-2825	74	11	-	-	PUNCT
sc-2825	74	12	based	base	VERB
sc-2825	74	13	ids	ids	NOUN
sc-2825	74	14	•	•	PRON
sc-2825	74	15	signature	signature	NOUN
sc-2825	74	16	-	-	PUNCT
sc-2825	74	17	based	base	VERB
sc-2825	74	18	ids	id	NOUN
sc-2825	74	19	•	•	PRON
sc-2825	74	20	hybrid	hybrid	ADJ
sc-2825	74	21	ids	id	NOUN
sc-2825	74	22	3.1	3.1	NUM
sc-2825	74	23	anomaly	anomaly	NOUN
sc-2825	74	24	based	base	VERB
sc-2825	74	25	ids	id	NOUN
sc-2825	74	26	for	for	ADP
sc-2825	74	27	iot	iot	PROPN
sc-2825	74	28	networks	network	NOUN
sc-2825	74	29	the	the	DET
sc-2825	74	30	anomaly	anomaly	NOUN
sc-2825	74	31	-	-	PUNCT
sc-2825	74	32	based	base	VERB
sc-2825	74	33	detection	detection	NOUN
sc-2825	74	34	system	system	NOUN
sc-2825	74	35	search	search	NOUN
sc-2825	74	36	and	and	CCONJ
sc-2825	74	37	validate	validate	VERB
sc-2825	74	38	the	the	DET
sc-2825	74	39	iot	iot	NOUN
sc-2825	74	40	network	network	NOUN
sc-2825	74	41	pattern	pattern	NOUN
sc-2825	74	42	with	with	ADP
sc-2825	74	43	the	the	DET
sc-2825	74	44	normal	normal	ADJ
sc-2825	74	45	-	-	PUNCT
sc-2825	74	46	behavior	behavior	NOUN
sc-2825	74	47	thus	thus	ADV
sc-2825	74	48	any	any	DET
sc-2825	74	49	anomaly	anomaly	NOUN
sc-2825	74	50	beyond	beyond	ADP
sc-2825	74	51	a	a	DET
sc-2825	74	52	specific	specific	ADJ
sc-2825	74	53	level	level	NOUN
sc-2825	74	54	is	be	AUX
sc-2825	74	55	considered	consider	VERB
sc-2825	74	56	as	as	SCONJ
sc-2825	74	57	a	a	DET
sc-2825	74	58	threat	threat	NOUN
sc-2825	74	59	and	and	CCONJ
sc-2825	74	60	system	system	NOUN
sc-2825	74	61	is	be	AUX
sc-2825	74	62	warned	warn	VERB
sc-2825	74	63	and	and	CCONJ
sc-2825	74	64	system	system	NOUN
sc-2825	74	65	learns	learn	VERB
sc-2825	74	66	gradually	gradually	ADV
sc-2825	74	67	.	.	PUNCT
sc-2825	75	1	it	it	PRON
sc-2825	75	2	has	have	VERB
sc-2825	75	3	a	a	DET
sc-2825	75	4	threshold	threshold	NOUN
sc-2825	75	5	defined	define	VERB
sc-2825	75	6	which	which	PRON
sc-2825	75	7	acts	act	VERB
sc-2825	75	8	as	as	ADP
sc-2825	75	9	a	a	DET
sc-2825	75	10	boundary	boundary	NOUN
sc-2825	75	11	,	,	PUNCT
sc-2825	75	12	any	any	DET
sc-2825	75	13	change	change	NOUN
sc-2825	75	14	in	in	ADP
sc-2825	75	15	normal	normal	ADJ
sc-2825	75	16	network	network	NOUN
sc-2825	75	17	behavior	behavior	NOUN
sc-2825	75	18	beyond	beyond	ADP
sc-2825	75	19	that	that	DET
sc-2825	75	20	threshold	threshold	NOUN
sc-2825	75	21	is	be	AUX
sc-2825	75	22	classified	classify	VERB
sc-2825	75	23	as	as	ADP
sc-2825	75	24	a	a	DET
sc-2825	75	25	threat	threat	NOUN
sc-2825	75	26	.	.	PUNCT
sc-2825	76	1	anomaly	anomaly	NOUN
sc-2825	76	2	-	-	PUNCT
sc-2825	76	3	based	base	VERB
sc-2825	76	4	detection	detection	NOUN
sc-2825	76	5	system	system	NOUN
sc-2825	76	6	overcomes	overcome	VERB
sc-2825	76	7	various	various	ADJ
sc-2825	76	8	barriers	barrier	NOUN
sc-2825	76	9	of	of	ADP
sc-2825	76	10	excellence	excellence	NOUN
sc-2825	76	11	like	like	SCONJ
sc-2825	76	12	it	it	PRON
sc-2825	76	13	can	can	AUX
sc-2825	76	14	detect	detect	VERB
sc-2825	76	15	zero	zero	NUM
sc-2825	76	16	-	-	PUNCT
sc-2825	76	17	day	day	NOUN
sc-2825	76	18	error	error	NOUN
sc-2825	76	19	and	and	CCONJ
sc-2825	76	20	has	have	VERB
sc-2825	76	21	capability	capability	NOUN
sc-2825	76	22	to	to	PART
sc-2825	76	23	sense	sense	VERB
sc-2825	76	24	unknown	unknown	ADJ
sc-2825	76	25	attacks	attack	NOUN
sc-2825	76	26	but	but	CCONJ
sc-2825	76	27	has	have	VERB
sc-2825	76	28	high	high	ADJ
sc-2825	76	29	false	false	ADJ
sc-2825	76	30	alarm	alarm	NOUN
sc-2825	76	31	rate	rate	NOUN
sc-2825	76	32	.	.	PUNCT
sc-2825	77	1	[	[	X
sc-2825	77	2	24][25	24][25	NUM
sc-2825	77	3	]	]	PUNCT
sc-2825	77	4	.	.	PUNCT
sc-2825	78	1	3.2	3.2	NUM
sc-2825	78	2	signature	signature	NOUN
sc-2825	78	3	based	base	VERB
sc-2825	78	4	ids	id	NOUN
sc-2825	78	5	for	for	ADP
sc-2825	78	6	iot	iot	PROPN
sc-2825	78	7	networks	network	NOUN
sc-2825	78	8	signature	signature	NOUN
sc-2825	78	9	-	-	PUNCT
sc-2825	78	10	based	base	VERB
sc-2825	78	11	intrusion	intrusion	NOUN
sc-2825	78	12	detection	detection	NOUN
sc-2825	78	13	system	system	NOUN
sc-2825	78	14	corroborates	corroborate	VERB
sc-2825	78	15	the	the	DET
sc-2825	78	16	network	network	NOUN
sc-2825	78	17	traffic	traffic	NOUN
sc-2825	78	18	pattern	pattern	NOUN
sc-2825	78	19	with	with	ADP
sc-2825	78	20	the	the	DET
sc-2825	78	21	pre	pre	ADJ
sc-2825	78	22	-	-	ADJ
sc-2825	78	23	existing	existing	ADJ
sc-2825	78	24	signatures	signature	NOUN
sc-2825	78	25	and	and	CCONJ
sc-2825	78	26	makes	make	VERB
sc-2825	78	27	a	a	DET
sc-2825	78	28	decision	decision	NOUN
sc-2825	78	29	regarding	regard	VERB
sc-2825	78	30	an	an	DET
sc-2825	78	31	intrusion	intrusion	NOUN
sc-2825	78	32	on	on	ADP
sc-2825	78	33	basis	basis	NOUN
sc-2825	78	34	of	of	ADP
sc-2825	78	35	their	their	PRON
sc-2825	78	36	match	match	NOUN
sc-2825	78	37	.	.	PUNCT
sc-2825	79	1	they	they	PRON
sc-2825	79	2	are	be	AUX
sc-2825	79	3	also	also	ADV
sc-2825	79	4	called	call	VERB
sc-2825	79	5	rule	rule	NOUN
sc-2825	79	6	based	base	VERB
sc-2825	79	7	intrusion	intrusion	NOUN
sc-2825	79	8	detection	detection	NOUN
sc-2825	79	9	system	system	NOUN
sc-2825	79	10	.	.	PUNCT
sc-2825	80	1	their	their	PRON
sc-2825	80	2	limitation	limitation	NOUN
sc-2825	80	3	is	be	AUX
sc-2825	80	4	that	that	SCONJ
sc-2825	80	5	they	they	PRON
sc-2825	80	6	can	can	AUX
sc-2825	80	7	only	only	ADV
sc-2825	80	8	detect	detect	VERB
sc-2825	80	9	and	and	CCONJ
sc-2825	80	10	classify	classify	VERB
sc-2825	80	11	those	those	DET
sc-2825	80	12	attacks	attack	NOUN
sc-2825	80	13	which	which	PRON
sc-2825	80	14	are	be	AUX
sc-2825	80	15	already	already	ADV
sc-2825	80	16	stored	store	VERB
sc-2825	80	17	in	in	ADP
sc-2825	80	18	its	its	PRON
sc-2825	80	19	database	database	NOUN
sc-2825	80	20	.	.	PUNCT
sc-2825	81	1	any	any	DET
sc-2825	81	2	attack	attack	NOUN
sc-2825	81	3	with	with	ADP
sc-2825	81	4	unsaved	unsave	VERB
sc-2825	81	5	pattern	pattern	NOUN
sc-2825	81	6	passes	pass	VERB
sc-2825	81	7	unattended	unattended	ADJ
sc-2825	81	8	.	.	PUNCT
sc-2825	82	1	this	this	DET
sc-2825	82	2	type	type	NOUN
sc-2825	82	3	of	of	ADP
sc-2825	82	4	ids	id	NOUN
sc-2825	82	5	has	have	VERB
sc-2825	82	6	low	low	ADJ
sc-2825	82	7	false	false	ADJ
sc-2825	82	8	alarm	alarm	NOUN
sc-2825	82	9	rate	rate	NOUN
sc-2825	82	10	but	but	CCONJ
sc-2825	82	11	is	be	AUX
sc-2825	82	12	unable	unable	ADJ
sc-2825	82	13	detect	detect	NOUN
sc-2825	82	14	zero	zero	NUM
sc-2825	82	15	-	-	PUNCT
sc-2825	82	16	day	day	NOUN
sc-2825	82	17	error	error	NOUN
sc-2825	82	18	[	[	X
sc-2825	82	19	24	24	NUM
sc-2825	82	20	-	-	SYM
sc-2825	82	21	26	26	NUM
sc-2825	82	22	]	]	PUNCT
sc-2825	82	23	.	.	PUNCT
sc-2825	83	1	3.3	3.3	NUM
sc-2825	83	2	hybrid	hybrid	NOUN
sc-2825	83	3	based	base	VERB
sc-2825	83	4	ids	id	NOUN
sc-2825	83	5	for	for	ADP
sc-2825	83	6	iot	iot	PROPN
sc-2825	83	7	networks	network	NOUN
sc-2825	83	8	a	a	DET
sc-2825	83	9	hybrid	hybrid	NOUN
sc-2825	83	10	-	-	PUNCT
sc-2825	83	11	based	base	VERB
sc-2825	83	12	ids	id	NOUN
sc-2825	83	13	is	be	AUX
sc-2825	83	14	combination	combination	NOUN
sc-2825	83	15	of	of	ADP
sc-2825	83	16	both	both	DET
sc-2825	83	17	types	type	NOUN
sc-2825	83	18	so	so	SCONJ
sc-2825	83	19	it	it	PRON
sc-2825	83	20	can	can	AUX
sc-2825	83	21	detect	detect	VERB
sc-2825	83	22	both	both	DET
sc-2825	83	23	zero	zero	NUM
sc-2825	83	24	-	-	PUNCT
sc-2825	83	25	day	day	NOUN
sc-2825	83	26	attacks	attack	NOUN
sc-2825	83	27	as	as	ADV
sc-2825	83	28	well	well	ADV
sc-2825	83	29	as	as	ADP
sc-2825	83	30	pre	pre	ADJ
sc-2825	83	31	-	-	ADJ
sc-2825	83	32	defined	define	VERB
sc-2825	83	33	attack	attack	NOUN
sc-2825	83	34	patterns	pattern	NOUN
sc-2825	83	35	.	.	PUNCT
sc-2825	84	1	it	it	PRON
sc-2825	84	2	is	be	AUX
sc-2825	84	3	a	a	DET
sc-2825	84	4	very	very	ADV
sc-2825	84	5	flexible	flexible	ADJ
sc-2825	84	6	and	and	CCONJ
sc-2825	84	7	customizable	customizable	ADJ
sc-2825	84	8	ids	id	NOUN
sc-2825	84	9	,	,	PUNCT
sc-2825	84	10	it	it	PRON
sc-2825	84	11	can	can	AUX
sc-2825	84	12	be	be	AUX
sc-2825	84	13	customized	customize	VERB
sc-2825	84	14	to	to	PART
sc-2825	84	15	prioritize	prioritize	VERB
sc-2825	84	16	certain	certain	ADJ
sc-2825	84	17	types	type	NOUN
sc-2825	84	18	of	of	ADP
sc-2825	84	19	threat	threat	NOUN
sc-2825	84	20	depending	depend	VERB
sc-2825	84	21	on	on	ADP
sc-2825	84	22	scenario	scenario	NOUN
sc-2825	84	23	.	.	PUNCT
sc-2825	85	1	with	with	ADP
sc-2825	85	2	this	this	DET
sc-2825	85	3	approach	approach	NOUN
sc-2825	85	4	the	the	DET
sc-2825	85	5	low	low	ADJ
sc-2825	85	6	false	false	ADJ
sc-2825	85	7	alarm	alarm	NOUN
sc-2825	85	8	rate	rate	NOUN
sc-2825	85	9	and	and	CCONJ
sc-2825	85	10	high	high	ADJ
sc-2825	85	11	detection	detection	NOUN
sc-2825	85	12	rate	rate	NOUN
sc-2825	85	13	is	be	AUX
sc-2825	85	14	achieved	achieve	VERB
sc-2825	85	15	thus	thus	ADV
sc-2825	85	16	precision	precision	NOUN
sc-2825	85	17	and	and	CCONJ
sc-2825	85	18	accuracy	accuracy	NOUN
sc-2825	85	19	of	of	ADP
sc-2825	85	20	ids	id	NOUN
sc-2825	85	21	is	be	AUX
sc-2825	85	22	improved	improve	VERB
sc-2825	85	23	[	[	X
sc-2825	85	24	26	26	NUM
sc-2825	85	25	-	-	SYM
sc-2825	85	26	27	27	NUM
sc-2825	85	27	]	]	PUNCT
sc-2825	85	28	.	.	PUNCT
sc-2825	85	29	.	.	PUNCT
sc-2825	86	1	4	4	X
sc-2825	86	2	.	.	X
sc-2825	86	3	real	real	ADJ
sc-2825	86	4	-	-	PUNCT
sc-2825	86	5	time	time	NOUN
sc-2825	86	6	application	application	NOUN
sc-2825	86	7	of	of	ADP
sc-2825	86	8	iot	iot	NOUN
sc-2825	86	9	-	-	PUNCT
sc-2825	86	10	networks	network	NOUN
sc-2825	86	11	in	in	ADP
sc-2825	86	12	smart	smart	ADJ
sc-2825	86	13	cities	city	NOUN
sc-2825	86	14	iot	iot	NOUN
sc-2825	86	15	market	market	NOUN
sc-2825	86	16	is	be	AUX
sc-2825	86	17	growing	grow	VERB
sc-2825	86	18	continuously	continuously	ADV
sc-2825	86	19	and	and	CCONJ
sc-2825	86	20	researchers	researcher	NOUN
sc-2825	86	21	are	be	AUX
sc-2825	86	22	pointing	point	VERB
sc-2825	86	23	towards	towards	ADP
sc-2825	86	24	more	more	ADJ
sc-2825	86	25	and	and	CCONJ
sc-2825	86	26	more	more	ADJ
sc-2825	86	27	application	application	NOUN
sc-2825	86	28	of	of	ADP
sc-2825	86	29	iots	iot	NOUN
sc-2825	86	30	.	.	PUNCT
sc-2825	87	1	the	the	DET
sc-2825	87	2	concept	concept	NOUN
sc-2825	87	3	of	of	ADP
sc-2825	87	4	smart	smart	ADJ
sc-2825	87	5	cities	city	NOUN
sc-2825	87	6	rely	rely	VERB
sc-2825	87	7	heavily	heavily	ADV
sc-2825	87	8	on	on	ADP
sc-2825	87	9	use	use	NOUN
sc-2825	87	10	of	of	ADP
sc-2825	87	11	iot	iot	ADJ
sc-2825	87	12	networks	network	NOUN
sc-2825	87	13	for	for	ADP
sc-2825	87	14	faster	fast	ADJ
sc-2825	87	15	communication	communication	NOUN
sc-2825	87	16	and	and	CCONJ
sc-2825	87	17	automation	automation	NOUN
sc-2825	87	18	.	.	PUNCT
sc-2825	88	1	the	the	DET
sc-2825	88	2	world	world	NOUN
sc-2825	88	3	’s	’s	PART
sc-2825	88	4	next	next	ADJ
sc-2825	88	5	target	target	NOUN
sc-2825	88	6	is	be	AUX
sc-2825	88	7	automation	automation	NOUN
sc-2825	88	8	and	and	CCONJ
sc-2825	88	9	iot	iot	PROPN
sc-2825	88	10	network	network	NOUN
sc-2825	88	11	is	be	AUX
sc-2825	88	12	the	the	DET
sc-2825	88	13	tool	tool	NOUN
sc-2825	88	14	to	to	PART
sc-2825	88	15	achieve	achieve	VERB
sc-2825	88	16	this	this	DET
sc-2825	88	17	goal	goal	NOUN
sc-2825	88	18	.	.	PUNCT
sc-2825	89	1	the	the	DET
sc-2825	89	2	researchers	researcher	NOUN
sc-2825	89	3	have	have	AUX
sc-2825	89	4	found	find	VERB
sc-2825	89	5	the	the	DET
sc-2825	89	6	most	most	ADV
sc-2825	89	7	interesting	interesting	ADJ
sc-2825	89	8	applications	application	NOUN
sc-2825	89	9	of	of	ADP
sc-2825	89	10	iot	iot	NOUN
sc-2825	89	11	networks	network	NOUN
sc-2825	89	12	in	in	ADP
sc-2825	89	13	smart	smart	ADJ
sc-2825	89	14	cities	city	NOUN
sc-2825	89	15	scenario	scenario	NOUN
sc-2825	89	16	such	such	ADJ
sc-2825	89	17	as	as	ADP
sc-2825	89	18	in	in	ADP
sc-2825	89	19	smart	smart	ADJ
sc-2825	89	20	traffic	traffic	NOUN
sc-2825	89	21	management	management	NOUN
sc-2825	89	22	,	,	PUNCT
sc-2825	89	23	emergency	emergency	NOUN
sc-2825	89	24	response	response	NOUN
sc-2825	89	25	,	,	PUNCT
sc-2825	89	26	health	health	NOUN
sc-2825	89	27	care	care	NOUN
sc-2825	89	28	,	,	PUNCT
sc-2825	89	29	smart	smart	ADJ
sc-2825	89	30	homes	home	NOUN
sc-2825	89	31	,	,	PUNCT
sc-2825	89	32	smart	smart	ADJ
sc-2825	89	33	grids	grid	NOUN
sc-2825	89	34	,	,	PUNCT
sc-2825	89	35	agriculture	agriculture	NOUN
sc-2825	89	36	,	,	PUNCT
sc-2825	89	37	smart	smart	ADJ
sc-2825	89	38	monitoring	monitoring	NOUN
sc-2825	89	39	etc	etc	X
sc-2825	89	40	.	.	PUNCT
sc-2825	90	1	[	[	X
sc-2825	90	2	28	28	NUM
sc-2825	90	3	]	]	PUNCT
sc-2825	90	4	.	.	PUNCT
sc-2825	91	1	some	some	PRON
sc-2825	91	2	of	of	ADP
sc-2825	91	3	the	the	DET
sc-2825	91	4	applications	application	NOUN
sc-2825	91	5	are	be	AUX
sc-2825	91	6	further	far	ADV
sc-2825	91	7	explained	explain	VERB
sc-2825	91	8	below	below	ADV
sc-2825	91	9	:	:	PUNCT
sc-2825	91	10	eai	eai	PROPN
sc-2825	91	11	endorsed	endorse	VERB
sc-2825	91	12	transactions	transaction	NOUN
sc-2825	91	13	on	on	ADP
sc-2825	91	14	smart	smart	ADJ
sc-2825	91	15	cities	city	NOUN
sc-2825	91	16	01	01	NUM
sc-2825	91	17	2023	2023	NUM
sc-2825	91	18	03	03	NUM
sc-2825	91	19	2023	2023	NUM
sc-2825	91	20	|	|	NOUN
sc-2825	91	21	volume	volume	NOUN
sc-2825	91	22	7	7	NUM
sc-2825	91	23	|	|	NOUN
sc-2825	91	24	issue	issue	NOUN
sc-2825	91	25	1	1	NUM
sc-2825	91	26	|	|	ADV
sc-2825	91	27	e4	e4	PROPN
sc-2825	91	28	muhammad	muhammad	PROPN
sc-2825	91	29	yaseen	yaseen	PROPN
sc-2825	91	30	ayub	ayub	PROPN
sc-2825	91	31	,	,	PUNCT
sc-2825	91	32	et	et	PROPN
sc-2825	91	33	al	al	PROPN
sc-2825	91	34	.	.	PROPN
sc-2825	91	35	4	4	NUM
sc-2825	91	36	4.1	4.1	NUM
sc-2825	91	37	smart	smart	ADJ
sc-2825	91	38	traffic	traffic	NOUN
sc-2825	91	39	management	management	NOUN
sc-2825	91	40	.	.	PUNCT
sc-2825	92	1	iots	iot	NOUN
sc-2825	92	2	sensors	sensor	NOUN
sc-2825	92	3	can	can	AUX
sc-2825	92	4	be	be	AUX
sc-2825	92	5	installed	instal	VERB
sc-2825	92	6	on	on	ADP
sc-2825	92	7	roads	road	NOUN
sc-2825	92	8	,	,	PUNCT
sc-2825	92	9	intersections	intersection	NOUN
sc-2825	92	10	and	and	CCONJ
sc-2825	92	11	other	other	ADJ
sc-2825	92	12	key	key	ADJ
sc-2825	92	13	areas	area	NOUN
sc-2825	92	14	to	to	PART
sc-2825	92	15	monitor	monitor	VERB
sc-2825	92	16	traffic	traffic	NOUN
sc-2825	92	17	patterns	pattern	NOUN
sc-2825	92	18	in	in	ADP
sc-2825	92	19	real	real	ADJ
sc-2825	92	20	time	time	NOUN
sc-2825	92	21	.	.	PUNCT
sc-2825	93	1	these	these	DET
sc-2825	93	2	iot	iot	ADJ
sc-2825	93	3	sensors	sensor	NOUN
sc-2825	93	4	then	then	ADV
sc-2825	93	5	can	can	AUX
sc-2825	93	6	collect	collect	VERB
sc-2825	93	7	certain	certain	ADJ
sc-2825	93	8	data	datum	NOUN
sc-2825	93	9	about	about	ADP
sc-2825	93	10	traffic	traffic	NOUN
sc-2825	93	11	flow	flow	NOUN
sc-2825	93	12	,	,	PUNCT
sc-2825	93	13	vehicle	vehicle	NOUN
sc-2825	93	14	speeds	speed	NOUN
sc-2825	93	15	,	,	PUNCT
sc-2825	93	16	traffic	traffic	NOUN
sc-2825	93	17	density	density	NOUN
sc-2825	93	18	etc	etc	X
sc-2825	93	19	.	.	X
sc-2825	93	20	which	which	PRON
sc-2825	93	21	can	can	AUX
sc-2825	93	22	then	then	ADV
sc-2825	93	23	be	be	AUX
sc-2825	93	24	used	use	VERB
sc-2825	93	25	for	for	ADP
sc-2825	93	26	the	the	DET
sc-2825	93	27	optimization	optimization	NOUN
sc-2825	93	28	of	of	ADP
sc-2825	93	29	traffic	traffic	NOUN
sc-2825	93	30	signal	signal	NOUN
sc-2825	93	31	and	and	CCONJ
sc-2825	93	32	routing	route	VERB
sc-2825	93	33	to	to	PART
sc-2825	93	34	improve	improve	VERB
sc-2825	93	35	traffic	traffic	NOUN
sc-2825	93	36	flow	flow	NOUN
sc-2825	93	37	and	and	CCONJ
sc-2825	93	38	reduce	reduce	VERB
sc-2825	93	39	congestion	congestion	NOUN
sc-2825	93	40	[	[	X
sc-2825	93	41	29	29	NUM
sc-2825	93	42	]	]	X
sc-2825	94	1	[	[	X
sc-2825	94	2	30	30	NUM
sc-2825	94	3	]	]	PUNCT
sc-2825	94	4	.	.	PUNCT
sc-2825	95	1	this	this	PRON
sc-2825	95	2	can	can	AUX
sc-2825	95	3	be	be	AUX
sc-2825	95	4	very	very	ADV
sc-2825	95	5	useful	useful	ADJ
sc-2825	95	6	in	in	ADP
sc-2825	95	7	smart	smart	ADJ
sc-2825	95	8	cities	city	NOUN
sc-2825	95	9	during	during	ADP
sc-2825	95	10	peak	peak	NOUN
sc-2825	95	11	traffic	traffic	NOUN
sc-2825	95	12	times	time	NOUN
sc-2825	95	13	as	as	SCONJ
sc-2825	95	14	it	it	PRON
sc-2825	95	15	can	can	AUX
sc-2825	95	16	help	help	VERB
sc-2825	95	17	reduce	reduce	VERB
sc-2825	95	18	delays	delay	NOUN
sc-2825	95	19	and	and	CCONJ
sc-2825	95	20	improve	improve	VERB
sc-2825	95	21	the	the	DET
sc-2825	95	22	overall	overall	ADJ
sc-2825	95	23	efficiency	efficiency	NOUN
sc-2825	95	24	of	of	ADP
sc-2825	95	25	the	the	DET
sc-2825	95	26	road	road	NOUN
sc-2825	95	27	network	network	NOUN
sc-2825	95	28	.	.	PUNCT
sc-2825	96	1	another	another	DET
sc-2825	96	2	application	application	NOUN
sc-2825	96	3	of	of	ADP
sc-2825	96	4	iot	iot	NOUN
sc-2825	96	5	in	in	ADP
sc-2825	96	6	smart	smart	ADJ
sc-2825	96	7	traffic	traffic	NOUN
sc-2825	96	8	management	management	NOUN
sc-2825	96	9	can	can	AUX
sc-2825	96	10	be	be	AUX
sc-2825	96	11	the	the	DET
sc-2825	96	12	integration	integration	NOUN
sc-2825	96	13	of	of	ADP
sc-2825	96	14	traffic	traffic	NOUN
sc-2825	96	15	data	datum	NOUN
sc-2825	96	16	with	with	ADP
sc-2825	96	17	public	public	ADJ
sc-2825	96	18	transport	transport	NOUN
sc-2825	96	19	system	system	NOUN
sc-2825	96	20	.	.	PUNCT
sc-2825	97	1	this	this	PRON
sc-2825	97	2	can	can	AUX
sc-2825	97	3	allow	allow	VERB
sc-2825	97	4	for	for	ADP
sc-2825	97	5	more	more	ADV
sc-2825	97	6	efficient	efficient	ADJ
sc-2825	97	7	routing	routing	NOUN
sc-2825	97	8	and	and	CCONJ
sc-2825	97	9	scheduling	scheduling	NOUN
sc-2825	97	10	of	of	ADP
sc-2825	97	11	busses	bus	NOUN
sc-2825	97	12	and	and	CCONJ
sc-2825	97	13	trains	train	NOUN
sc-2825	97	14	as	as	ADV
sc-2825	97	15	well	well	ADV
sc-2825	97	16	as	as	ADP
sc-2825	97	17	the	the	DET
sc-2825	97	18	integration	integration	NOUN
sc-2825	97	19	of	of	ADP
sc-2825	97	20	real	real	ADJ
sc-2825	97	21	-	-	PUNCT
sc-2825	97	22	time	time	NOUN
sc-2825	97	23	traffic	traffic	NOUN
sc-2825	97	24	data	datum	NOUN
sc-2825	97	25	into	into	ADP
sc-2825	97	26	public	public	ADJ
sc-2825	97	27	transport	transport	NOUN
sc-2825	97	28	journey	journey	NOUN
sc-2825	97	29	planning	planning	NOUN
sc-2825	97	30	apps	app	NOUN
sc-2825	97	31	so	so	SCONJ
sc-2825	97	32	people	people	NOUN
sc-2825	97	33	can	can	AUX
sc-2825	97	34	know	know	VERB
sc-2825	97	35	about	about	ADP
sc-2825	97	36	traffic	traffic	NOUN
sc-2825	97	37	situation	situation	NOUN
sc-2825	97	38	in	in	ADP
sc-2825	97	39	a	a	DET
sc-2825	97	40	particular	particular	ADJ
sc-2825	97	41	area	area	NOUN
sc-2825	97	42	before	before	ADP
sc-2825	97	43	planning	plan	VERB
sc-2825	97	44	any	any	DET
sc-2825	97	45	trip	trip	NOUN
sc-2825	97	46	or	or	CCONJ
sc-2825	97	47	traveling	travel	VERB
sc-2825	97	48	plan	plan	NOUN
sc-2825	97	49	.	.	PUNCT
sc-2825	98	1	4.2	4.2	NUM
sc-2825	98	2	emergency	emergency	NOUN
sc-2825	98	3	response	response	NOUN
sc-2825	98	4	in	in	ADP
sc-2825	98	5	smart	smart	ADJ
sc-2825	98	6	cities	city	NOUN
sc-2825	98	7	,	,	PUNCT
sc-2825	98	8	the	the	DET
sc-2825	98	9	use	use	NOUN
sc-2825	98	10	of	of	ADP
sc-2825	98	11	iot	iot	ADJ
sc-2825	98	12	networks	network	NOUN
sc-2825	98	13	for	for	ADP
sc-2825	98	14	emergency	emergency	NOUN
sc-2825	98	15	response	response	NOUN
sc-2825	98	16	can	can	AUX
sc-2825	98	17	involve	involve	VERB
sc-2825	98	18	the	the	DET
sc-2825	98	19	installation	installation	NOUN
sc-2825	98	20	of	of	ADP
sc-2825	98	21	sensors	sensor	NOUN
sc-2825	98	22	in	in	ADP
sc-2825	98	23	key	key	ADJ
sc-2825	98	24	areas	area	NOUN
sc-2825	98	25	such	such	ADJ
sc-2825	98	26	as	as	ADP
sc-2825	98	27	public	public	ADJ
sc-2825	98	28	buildings	building	NOUN
sc-2825	98	29	,	,	PUNCT
sc-2825	98	30	streets	street	NOUN
sc-2825	98	31	and	and	CCONJ
sc-2825	98	32	parks	park	NOUN
sc-2825	98	33	to	to	PART
sc-2825	98	34	detect	detect	VERB
sc-2825	98	35	emergencies	emergency	NOUN
sc-2825	98	36	in	in	ADP
sc-2825	98	37	real	real	ADJ
sc-2825	98	38	-	-	PUNCT
sc-2825	98	39	time	time	NOUN
sc-2825	98	40	.	.	PUNCT
sc-2825	99	1	these	these	DET
sc-2825	99	2	sensors	sensor	NOUN
sc-2825	99	3	can	can	AUX
sc-2825	99	4	be	be	AUX
sc-2825	99	5	triggered	trigger	VERB
sc-2825	99	6	by	by	ADP
sc-2825	99	7	factors	factor	NOUN
sc-2825	99	8	such	such	ADJ
sc-2825	99	9	as	as	ADP
sc-2825	99	10	smoke	smoke	NOUN
sc-2825	99	11	,	,	PUNCT
sc-2825	99	12	fire	fire	NOUN
sc-2825	99	13	or	or	CCONJ
sc-2825	99	14	extreme	extreme	ADJ
sc-2825	99	15	temperatures	temperature	NOUN
sc-2825	99	16	to	to	PART
sc-2825	99	17	alert	alert	VERB
sc-2825	99	18	the	the	DET
sc-2825	99	19	authorities	authority	NOUN
sc-2825	99	20	of	of	ADP
sc-2825	99	21	potential	potential	ADJ
sc-2825	99	22	emergencies	emergency	NOUN
sc-2825	99	23	.	.	PUNCT
sc-2825	100	1	iot	iot	PROPN
sc-2825	100	2	networks	network	NOUN
sc-2825	100	3	can	can	AUX
sc-2825	100	4	also	also	ADV
sc-2825	100	5	be	be	AUX
sc-2825	100	6	used	use	VERB
sc-2825	100	7	to	to	PART
sc-2825	100	8	gather	gather	VERB
sc-2825	100	9	real	real	ADJ
sc-2825	100	10	-	-	PUNCT
sc-2825	100	11	time	time	NOUN
sc-2825	100	12	data	datum	NOUN
sc-2825	100	13	on	on	ADP
sc-2825	100	14	the	the	DET
sc-2825	100	15	location	location	NOUN
sc-2825	100	16	and	and	CCONJ
sc-2825	100	17	status	status	NOUN
sc-2825	100	18	of	of	ADP
sc-2825	100	19	emergency	emergency	NOUN
sc-2825	100	20	services	service	NOUN
sc-2825	100	21	vehicles	vehicle	NOUN
sc-2825	100	22	,	,	PUNCT
sc-2825	100	23	allowing	allow	VERB
sc-2825	100	24	for	for	ADP
sc-2825	100	25	more	more	ADV
sc-2825	100	26	efficient	efficient	ADJ
sc-2825	100	27	routing	routing	NOUN
sc-2825	100	28	and	and	CCONJ
sc-2825	100	29	deployment	deployment	NOUN
sc-2825	100	30	of	of	ADP
sc-2825	100	31	these	these	DET
sc-2825	100	32	resources	resource	NOUN
sc-2825	100	33	in	in	ADP
sc-2825	100	34	response	response	NOUN
sc-2825	100	35	to	to	ADP
sc-2825	100	36	emergencies	emergency	NOUN
sc-2825	100	37	[	[	X
sc-2825	100	38	31	31	NUM
sc-2825	100	39	]	]	PUNCT
sc-2825	100	40	.	.	PUNCT
sc-2825	101	1	another	another	DET
sc-2825	101	2	use	use	NOUN
sc-2825	101	3	can	can	AUX
sc-2825	101	4	be	be	AUX
sc-2825	101	5	integration	integration	NOUN
sc-2825	101	6	of	of	ADP
sc-2825	101	7	emergency	emergency	NOUN
sc-2825	101	8	data	datum	NOUN
sc-2825	101	9	with	with	ADP
sc-2825	101	10	public	public	ADJ
sc-2825	101	11	warning	warning	NOUN
sc-2825	101	12	systems	system	NOUN
sc-2825	101	13	,	,	PUNCT
sc-2825	101	14	such	such	ADJ
sc-2825	101	15	as	as	ADP
sc-2825	101	16	sirens	siren	NOUN
sc-2825	101	17	or	or	CCONJ
sc-2825	101	18	messaging	messaging	NOUN
sc-2825	101	19	system	system	NOUN
sc-2825	101	20	.	.	PUNCT
sc-2825	102	1	this	this	PRON
sc-2825	102	2	can	can	AUX
sc-2825	102	3	allow	allow	VERB
sc-2825	102	4	authorities	authority	NOUN
sc-2825	102	5	to	to	PART
sc-2825	102	6	quickly	quickly	ADV
sc-2825	102	7	and	and	CCONJ
sc-2825	102	8	efficiently	efficiently	ADV
sc-2825	102	9	alert	alert	VERB
sc-2825	102	10	the	the	DET
sc-2825	102	11	public	public	NOUN
sc-2825	102	12	of	of	ADP
sc-2825	102	13	any	any	DET
sc-2825	102	14	potential	potential	ADJ
sc-2825	102	15	dangers	danger	NOUN
sc-2825	102	16	and	and	CCONJ
sc-2825	102	17	provide	provide	VERB
sc-2825	102	18	guidance	guidance	NOUN
sc-2825	102	19	on	on	ADP
sc-2825	102	20	how	how	SCONJ
sc-2825	102	21	to	to	PART
sc-2825	102	22	respond	respond	VERB
sc-2825	102	23	.	.	PUNCT
sc-2825	103	1	iot	iot	PROPN
sc-2825	103	2	networks	network	NOUN
sc-2825	103	3	can	can	AUX
sc-2825	103	4	be	be	AUX
sc-2825	103	5	integrated	integrate	VERB
sc-2825	103	6	in	in	ADP
sc-2825	103	7	smart	smart	ADJ
sc-2825	103	8	cities	city	NOUN
sc-2825	103	9	and	and	CCONJ
sc-2825	103	10	they	they	PRON
sc-2825	103	11	can	can	AUX
sc-2825	103	12	help	help	VERB
sc-2825	103	13	improve	improve	VERB
sc-2825	103	14	the	the	DET
sc-2825	103	15	speed	speed	NOUN
sc-2825	103	16	and	and	CCONJ
sc-2825	103	17	efficiency	efficiency	NOUN
sc-2825	103	18	of	of	ADP
sc-2825	103	19	emergency	emergency	NOUN
sc-2825	103	20	response	response	NOUN
sc-2825	103	21	efforts	effort	NOUN
sc-2825	103	22	,	,	PUNCT
sc-2825	103	23	leading	lead	VERB
sc-2825	103	24	to	to	ADP
sc-2825	103	25	a	a	DET
sc-2825	103	26	faster	fast	ADJ
sc-2825	103	27	resolution	resolution	NOUN
sc-2825	103	28	of	of	ADP
sc-2825	103	29	emergencies	emergency	NOUN
sc-2825	103	30	and	and	CCONJ
sc-2825	103	31	a	a	DET
sc-2825	103	32	reduction	reduction	NOUN
sc-2825	103	33	in	in	ADP
sc-2825	103	34	the	the	DET
sc-2825	103	35	impact	impact	NOUN
sc-2825	103	36	on	on	ADP
sc-2825	103	37	the	the	DET
sc-2825	103	38	community	community	NOUN
sc-2825	103	39	.	.	PUNCT
sc-2825	104	1	thus	thus	ADV
sc-2825	104	2	creating	create	VERB
sc-2825	104	3	a	a	DET
sc-2825	104	4	smart	smart	ADJ
sc-2825	104	5	and	and	CCONJ
sc-2825	104	6	safer	safe	ADJ
sc-2825	104	7	smart	smart	ADJ
sc-2825	104	8	city	city	NOUN
sc-2825	104	9	environment	environment	NOUN
sc-2825	104	10	for	for	ADP
sc-2825	104	11	public	public	ADJ
sc-2825	104	12	[	[	X
sc-2825	104	13	32	32	NUM
sc-2825	104	14	]	]	PUNCT
sc-2825	104	15	.	.	PUNCT
sc-2825	105	1	4.3	4.3	NUM
sc-2825	105	2	iot	iot	NOUN
sc-2825	105	3	for	for	ADP
sc-2825	105	4	healthcare	healthcare	NOUN
sc-2825	105	5	iots	iot	NOUN
sc-2825	105	6	have	have	VERB
sc-2825	105	7	the	the	DET
sc-2825	105	8	most	most	ADV
sc-2825	105	9	critical	critical	ADJ
sc-2825	105	10	advantage	advantage	NOUN
sc-2825	105	11	in	in	ADP
sc-2825	105	12	healthcare	healthcare	PROPN
sc-2825	105	13	.	.	PUNCT
sc-2825	106	1	they	they	PRON
sc-2825	106	2	have	have	AUX
sc-2825	106	3	increased	increase	VERB
sc-2825	106	4	facility	facility	NOUN
sc-2825	106	5	of	of	ADP
sc-2825	106	6	medicare	medicare	PROPN
sc-2825	106	7	with	with	ADP
sc-2825	106	8	minimal	minimal	ADJ
sc-2825	106	9	expenditure	expenditure	NOUN
sc-2825	106	10	even	even	ADV
sc-2825	106	11	in	in	ADP
sc-2825	106	12	remote	remote	ADJ
sc-2825	106	13	areas	area	NOUN
sc-2825	106	14	.	.	PUNCT
sc-2825	107	1	smart	smart	ADJ
sc-2825	107	2	iot	iot	ADJ
sc-2825	107	3	wearables	wearable	NOUN
sc-2825	107	4	can	can	AUX
sc-2825	107	5	monitor	monitor	VERB
sc-2825	107	6	a	a	DET
sc-2825	107	7	patient	patient	NOUN
sc-2825	107	8	’s	’s	PART
sc-2825	107	9	vital	vital	ADJ
sc-2825	107	10	signs	sign	NOUN
sc-2825	107	11	in	in	ADP
sc-2825	107	12	real	real	ADJ
sc-2825	107	13	-	-	PUNCT
sc-2825	107	14	time	time	NOUN
sc-2825	107	15	and	and	CCONJ
sc-2825	107	16	alert	alert	ADJ
sc-2825	107	17	healthcare	healthcare	NOUN
sc-2825	107	18	professionals	professional	NOUN
sc-2825	107	19	to	to	ADP
sc-2825	107	20	any	any	DET
sc-2825	107	21	potential	potential	ADJ
sc-2825	107	22	risks	risk	NOUN
sc-2825	107	23	.	.	PUNCT
sc-2825	108	1	now	now	ADV
sc-2825	108	2	any	any	DET
sc-2825	108	3	medical	medical	ADJ
sc-2825	108	4	officer	officer	NOUN
sc-2825	108	5	can	can	AUX
sc-2825	108	6	monitor	monitor	VERB
sc-2825	108	7	his	his	PRON
sc-2825	108	8	patient	patient	NOUN
sc-2825	108	9	without	without	ADP
sc-2825	108	10	paying	pay	VERB
sc-2825	108	11	him	he	PRON
sc-2825	108	12	personal	personal	ADJ
sc-2825	108	13	visit	visit	NOUN
sc-2825	108	14	or	or	CCONJ
sc-2825	108	15	keeping	keep	VERB
sc-2825	108	16	patient	patient	NOUN
sc-2825	108	17	in	in	ADP
sc-2825	108	18	the	the	DET
sc-2825	108	19	hospital	hospital	NOUN
sc-2825	108	20	.	.	PUNCT
sc-2825	109	1	sensors	sensor	NOUN
sc-2825	109	2	applied	apply	VERB
sc-2825	109	3	for	for	ADP
sc-2825	109	4	the	the	DET
sc-2825	109	5	patient	patient	NOUN
sc-2825	109	6	’s	’s	PART
sc-2825	109	7	care	care	NOUN
sc-2825	109	8	shares	share	NOUN
sc-2825	109	9	data	datum	NOUN
sc-2825	109	10	with	with	ADP
sc-2825	109	11	the	the	DET
sc-2825	109	12	doctor	doctor	NOUN
sc-2825	109	13	through	through	ADP
sc-2825	109	14	iot	iot	ADJ
sc-2825	109	15	network	network	NOUN
sc-2825	109	16	and	and	CCONJ
sc-2825	109	17	thus	thus	ADV
sc-2825	109	18	complete	complete	ADJ
sc-2825	109	19	examination	examination	NOUN
sc-2825	109	20	of	of	ADP
sc-2825	109	21	the	the	DET
sc-2825	109	22	results	result	NOUN
sc-2825	109	23	is	be	AUX
sc-2825	109	24	not	not	PART
sc-2825	109	25	a	a	DET
sc-2825	109	26	big	big	ADJ
sc-2825	109	27	deal	deal	NOUN
sc-2825	110	1	anymore	anymore	ADV
sc-2825	111	1	[	[	X
sc-2825	111	2	33	33	NUM
sc-2825	111	3	]	]	PUNCT
sc-2825	111	4	.	.	PUNCT
sc-2825	112	1	4.4	4.4	NUM
sc-2825	112	2	iot	iot	PROPN
sc-2825	112	3	based	base	VERB
sc-2825	112	4	smart	smart	ADJ
sc-2825	112	5	home	home	NOUN
sc-2825	112	6	iot	iot	NOUN
sc-2825	112	7	has	have	AUX
sc-2825	112	8	played	play	VERB
sc-2825	112	9	an	an	DET
sc-2825	112	10	important	important	ADJ
sc-2825	112	11	role	role	NOUN
sc-2825	112	12	in	in	ADP
sc-2825	112	13	home	home	NOUN
sc-2825	112	14	automation	automation	NOUN
sc-2825	112	15	.	.	PUNCT
sc-2825	113	1	almost	almost	ADV
sc-2825	113	2	all	all	PRON
sc-2825	113	3	home	home	NOUN
sc-2825	113	4	appliance	appliance	NOUN
sc-2825	113	5	i.e.	i.e.	X
sc-2825	113	6	,	,	PUNCT
sc-2825	113	7	ac	ac	ADJ
sc-2825	113	8	,	,	PUNCT
sc-2825	113	9	refrigerator	refrigerator	NOUN
sc-2825	113	10	,	,	PUNCT
sc-2825	113	11	washing	washing	NOUN
sc-2825	113	12	machine	machine	NOUN
sc-2825	113	13	lights	light	NOUN
sc-2825	113	14	,	,	PUNCT
sc-2825	113	15	fans	fan	NOUN
sc-2825	113	16	,	,	PUNCT
sc-2825	113	17	door	door	NOUN
sc-2825	113	18	locks	lock	NOUN
sc-2825	113	19	etc	etc	X
sc-2825	113	20	.	.	X
sc-2825	113	21	are	be	AUX
sc-2825	113	22	now	now	ADV
sc-2825	113	23	available	available	ADJ
sc-2825	113	24	in	in	ADP
sc-2825	113	25	smart	smart	ADJ
sc-2825	113	26	version	version	NOUN
sc-2825	113	27	even	even	ADV
sc-2825	113	28	vehicles	vehicle	NOUN
sc-2825	113	29	have	have	AUX
sc-2825	113	30	been	be	AUX
sc-2825	113	31	shifted	shift	VERB
sc-2825	113	32	towards	towards	ADP
sc-2825	113	33	iot	iot	ADJ
sc-2825	113	34	network	network	NOUN
sc-2825	113	35	thus	thus	ADV
sc-2825	113	36	they	they	PRON
sc-2825	113	37	can	can	AUX
sc-2825	113	38	be	be	AUX
sc-2825	113	39	accessed	access	VERB
sc-2825	113	40	remotely	remotely	ADV
sc-2825	113	41	.	.	PUNCT
sc-2825	114	1	iot	iot	ADJ
sc-2825	114	2	sensors	sensor	NOUN
sc-2825	114	3	can	can	AUX
sc-2825	114	4	play	play	VERB
sc-2825	114	5	a	a	DET
sc-2825	114	6	key	key	ADJ
sc-2825	114	7	role	role	NOUN
sc-2825	114	8	in	in	ADP
sc-2825	114	9	security	security	NOUN
sc-2825	114	10	of	of	ADP
sc-2825	114	11	a	a	DET
sc-2825	114	12	smart	smart	ADJ
sc-2825	114	13	home	home	NOUN
sc-2825	114	14	in	in	ADP
sc-2825	114	15	smart	smart	ADJ
sc-2825	114	16	cities	city	NOUN
sc-2825	114	17	.	.	PUNCT
sc-2825	115	1	sensors	sensor	NOUN
sc-2825	115	2	can	can	AUX
sc-2825	115	3	monitor	monitor	VERB
sc-2825	115	4	and	and	CCONJ
sc-2825	115	5	protect	protect	VERB
sc-2825	115	6	the	the	DET
sc-2825	115	7	home	home	NOUN
sc-2825	115	8	from	from	ADP
sc-2825	115	9	potential	potential	ADJ
sc-2825	115	10	threats	threat	NOUN
sc-2825	115	11	such	such	ADJ
sc-2825	115	12	as	as	ADP
sc-2825	115	13	burglaries	burglary	NOUN
sc-2825	115	14	or	or	CCONJ
sc-2825	115	15	fire	fire	NOUN
sc-2825	115	16	.	.	PUNCT
sc-2825	116	1	a	a	DET
sc-2825	116	2	smart	smart	ADJ
sc-2825	116	3	home	home	NOUN
sc-2825	116	4	has	have	VERB
sc-2825	116	5	many	many	ADJ
sc-2825	116	6	sensors	sensor	NOUN
sc-2825	116	7	like	like	ADP
sc-2825	116	8	fire	fire	NOUN
sc-2825	116	9	&	&	CCONJ
sc-2825	116	10	smoke	smoke	PROPN
sc-2825	116	11	sensor	sensor	NOUN
sc-2825	116	12	,	,	PUNCT
sc-2825	116	13	gas	gas	NOUN
sc-2825	116	14	sensor	sensor	NOUN
sc-2825	116	15	etc	etc	X
sc-2825	116	16	.	.	X
sc-2825	117	1	that	that	PRON
sc-2825	117	2	alert	alert	VERB
sc-2825	117	3	the	the	DET
sc-2825	117	4	user	user	NOUN
sc-2825	117	5	if	if	SCONJ
sc-2825	117	6	any	any	DET
sc-2825	117	7	parameter	parameter	NOUN
sc-2825	117	8	crosses	cross	VERB
sc-2825	117	9	the	the	DET
sc-2825	117	10	threshold	threshold	NOUN
sc-2825	117	11	.	.	PUNCT
sc-2825	118	1	so	so	ADV
sc-2825	118	2	,	,	PUNCT
sc-2825	118	3	a	a	DET
sc-2825	118	4	smart	smart	ADJ
sc-2825	118	5	home	home	NOUN
sc-2825	118	6	with	with	ADP
sc-2825	118	7	iot	iot	ADJ
sc-2825	118	8	network	network	NOUN
sc-2825	118	9	ensures	ensure	VERB
sc-2825	118	10	the	the	DET
sc-2825	118	11	safety	safety	NOUN
sc-2825	118	12	of	of	ADP
sc-2825	118	13	residents	resident	NOUN
sc-2825	118	14	[	[	X
sc-2825	118	15	3	3	X
sc-2825	118	16	]	]	X
sc-2825	118	17	[	[	X
sc-2825	118	18	34	34	NUM
sc-2825	118	19	]	]	SYM
sc-2825	118	20	.	.	PUNCT
sc-2825	119	1	4.5	4.5	NUM
sc-2825	119	2	iot	iot	NOUN
sc-2825	119	3	for	for	ADP
sc-2825	119	4	smart	smart	ADJ
sc-2825	119	5	grid	grid	NOUN
sc-2825	119	6	the	the	DET
sc-2825	119	7	purpose	purpose	NOUN
sc-2825	119	8	of	of	ADP
sc-2825	119	9	smart	smart	ADJ
sc-2825	119	10	grid	grid	NOUN
sc-2825	119	11	is	be	AUX
sc-2825	119	12	to	to	PART
sc-2825	119	13	provide	provide	VERB
sc-2825	119	14	electricity	electricity	NOUN
sc-2825	119	15	to	to	ADP
sc-2825	119	16	the	the	DET
sc-2825	119	17	customers	customer	NOUN
sc-2825	119	18	by	by	ADP
sc-2825	119	19	means	mean	VERB
sc-2825	119	20	two	two	NUM
sc-2825	119	21	-	-	PUNCT
sc-2825	119	22	way	way	NOUN
sc-2825	119	23	digital	digital	ADJ
sc-2825	119	24	communication	communication	NOUN
sc-2825	119	25	.	.	PUNCT
sc-2825	120	1	a	a	DET
sc-2825	120	2	smart	smart	ADJ
sc-2825	120	3	grid	grid	NOUN
sc-2825	120	4	can	can	AUX
sc-2825	120	5	track	track	VERB
sc-2825	120	6	each	each	DET
sc-2825	120	7	consumption	consumption	NOUN
sc-2825	120	8	of	of	ADP
sc-2825	120	9	the	the	DET
sc-2825	120	10	electricity	electricity	NOUN
sc-2825	120	11	at	at	ADP
sc-2825	120	12	all	all	DET
sc-2825	120	13	the	the	DET
sc-2825	120	14	locations	location	NOUN
sc-2825	120	15	of	of	ADP
sc-2825	120	16	the	the	DET
sc-2825	120	17	system	system	NOUN
sc-2825	120	18	.	.	PUNCT
sc-2825	121	1	smart	smart	ADJ
sc-2825	121	2	grid	grid	NOUN
sc-2825	121	3	targets	target	NOUN
sc-2825	121	4	have	have	AUX
sc-2825	121	5	been	be	AUX
sc-2825	121	6	achieved	achieve	VERB
sc-2825	121	7	via	via	ADP
sc-2825	121	8	iot	iot	NOUN
sc-2825	121	9	.	.	PUNCT
sc-2825	122	1	through	through	ADP
sc-2825	122	2	an	an	DET
sc-2825	122	3	iot	iot	NOUN
sc-2825	122	4	network	network	NOUN
sc-2825	122	5	,	,	PUNCT
sc-2825	122	6	a	a	DET
sc-2825	122	7	smart	smart	ADJ
sc-2825	122	8	grid	grid	NOUN
sc-2825	122	9	is	be	AUX
sc-2825	122	10	capable	capable	ADJ
sc-2825	122	11	of	of	ADP
sc-2825	122	12	disaster	disaster	NOUN
sc-2825	122	13	as	as	ADV
sc-2825	122	14	well	well	ADV
sc-2825	122	15	as	as	ADP
sc-2825	122	16	operation	operation	NOUN
sc-2825	122	17	monitoring	monitoring	NOUN
sc-2825	122	18	on	on	ADP
sc-2825	122	19	high	high	ADJ
sc-2825	122	20	voltage	voltage	NOUN
sc-2825	122	21	transmission	transmission	NOUN
sc-2825	122	22	lines	line	NOUN
sc-2825	122	23	,	,	PUNCT
sc-2825	122	24	efficiency	efficiency	NOUN
sc-2825	122	25	,	,	PUNCT
sc-2825	122	26	accuracy	accuracy	NOUN
sc-2825	122	27	and	and	CCONJ
sc-2825	122	28	operation	operation	NOUN
sc-2825	122	29	period	period	NOUN
sc-2825	122	30	that	that	PRON
sc-2825	122	31	is	be	AUX
sc-2825	122	32	very	very	ADV
sc-2825	122	33	strenuous	strenuous	ADJ
sc-2825	122	34	in	in	ADP
sc-2825	122	35	manual	manual	ADJ
sc-2825	122	36	systems	system	NOUN
sc-2825	122	37	[	[	X
sc-2825	122	38	35	35	NUM
sc-2825	122	39	]	]	SYM
sc-2825	122	40	.	.	PUNCT
sc-2825	123	1	4.6	4.6	NUM
sc-2825	123	2	iot	iot	NOUN
sc-2825	123	3	for	for	ADP
sc-2825	123	4	agriculture	agriculture	NOUN
sc-2825	123	5	the	the	DET
sc-2825	123	6	production	production	NOUN
sc-2825	123	7	of	of	ADP
sc-2825	123	8	the	the	DET
sc-2825	123	9	agriculture	agriculture	NOUN
sc-2825	123	10	is	be	AUX
sc-2825	123	11	going	go	VERB
sc-2825	123	12	to	to	PART
sc-2825	123	13	increase	increase	VERB
sc-2825	123	14	using	use	VERB
sc-2825	123	15	iot	iot	NOUN
sc-2825	123	16	through	through	ADP
sc-2825	123	17	smart	smart	ADJ
sc-2825	123	18	farming	farming	NOUN
sc-2825	123	19	.	.	PUNCT
sc-2825	124	1	iot	iot	PROPN
sc-2825	124	2	is	be	AUX
sc-2825	124	3	been	be	AUX
sc-2825	124	4	used	use	VERB
sc-2825	124	5	for	for	ADP
sc-2825	124	6	the	the	DET
sc-2825	124	7	monitoring	monitoring	NOUN
sc-2825	124	8	of	of	ADP
sc-2825	124	9	crops	crop	NOUN
sc-2825	124	10	as	as	ADV
sc-2825	124	11	well	well	ADV
sc-2825	124	12	as	as	ADP
sc-2825	124	13	animals	animal	NOUN
sc-2825	124	14	through	through	ADP
sc-2825	124	15	various	various	ADJ
sc-2825	124	16	tools	tool	NOUN
sc-2825	124	17	and	and	CCONJ
sc-2825	124	18	sensors	sensor	NOUN
sc-2825	124	19	connected	connect	VERB
sc-2825	124	20	through	through	ADP
sc-2825	124	21	iot	iot	ADJ
sc-2825	124	22	network	network	NOUN
sc-2825	124	23	like	like	ADP
sc-2825	124	24	monitoring	monitoring	NOUN
sc-2825	124	25	of	of	ADP
sc-2825	124	26	greenhouse	greenhouse	NOUN
sc-2825	124	27	temperature	temperature	NOUN
sc-2825	124	28	,	,	PUNCT
sc-2825	124	29	humidity	humidity	NOUN
sc-2825	124	30	of	of	ADP
sc-2825	124	31	field	field	NOUN
sc-2825	124	32	,	,	PUNCT
sc-2825	124	33	disease	disease	NOUN
sc-2825	124	34	diagnosis	diagnosis	NOUN
sc-2825	124	35	etc	etc	X
sc-2825	124	36	.	.	X
sc-2825	124	37	various	various	ADJ
sc-2825	124	38	machinery	machinery	NOUN
sc-2825	124	39	used	use	VERB
sc-2825	124	40	in	in	ADP
sc-2825	124	41	agriculture	agriculture	NOUN
sc-2825	124	42	is	be	AUX
sc-2825	124	43	been	be	AUX
sc-2825	124	44	smart	smart	ADJ
sc-2825	124	45	now	now	ADV
sc-2825	124	46	can	can	AUX
sc-2825	124	47	be	be	AUX
sc-2825	124	48	controlled	control	VERB
sc-2825	124	49	remotely	remotely	ADV
sc-2825	124	50	through	through	ADP
sc-2825	124	51	iot	iot	ADJ
sc-2825	124	52	network	network	NOUN
sc-2825	124	53	.	.	PUNCT
sc-2825	125	1	moreover	moreover	ADV
sc-2825	125	2	,	,	PUNCT
sc-2825	125	3	uavs	uavs	PROPN
sc-2825	125	4	are	be	AUX
sc-2825	125	5	also	also	ADV
sc-2825	125	6	been	be	AUX
sc-2825	125	7	deployed	deploy	VERB
sc-2825	125	8	in	in	ADP
sc-2825	125	9	the	the	DET
sc-2825	125	10	modern	modern	ADJ
sc-2825	125	11	farming	farming	NOUN
sc-2825	125	12	and	and	CCONJ
sc-2825	125	13	agriculture	agriculture	NOUN
sc-2825	125	14	[	[	X
sc-2825	125	15	36	36	NUM
sc-2825	125	16	]	]	PUNCT
sc-2825	125	17	.	.	PUNCT
sc-2825	126	1	4.7	4.7	NUM
sc-2825	126	2	iot	iot	NOUN
sc-2825	126	3	in	in	ADP
sc-2825	126	4	smart	smart	ADJ
sc-2825	126	5	cities	city	NOUN
sc-2825	126	6	with	with	ADP
sc-2825	126	7	the	the	DET
sc-2825	126	8	advancing	advance	VERB
sc-2825	126	9	world	world	NOUN
sc-2825	126	10	,	,	PUNCT
sc-2825	126	11	the	the	DET
sc-2825	126	12	first	first	ADJ
sc-2825	126	13	idea	idea	NOUN
sc-2825	126	14	is	be	AUX
sc-2825	126	15	smart	smart	ADJ
sc-2825	126	16	cities	city	NOUN
sc-2825	126	17	collectively	collectively	ADV
sc-2825	126	18	creating	create	VERB
sc-2825	126	19	a	a	DET
sc-2825	126	20	smart	smart	ADJ
sc-2825	126	21	world	world	NOUN
sc-2825	126	22	.	.	PUNCT
sc-2825	127	1	the	the	DET
sc-2825	127	2	evolution	evolution	NOUN
sc-2825	127	3	of	of	ADP
sc-2825	127	4	smart	smart	ADJ
sc-2825	127	5	city	city	NOUN
sc-2825	127	6	is	be	AUX
sc-2825	127	7	parallel	parallel	ADJ
sc-2825	127	8	to	to	ADP
sc-2825	127	9	the	the	DET
sc-2825	127	10	evolution	evolution	NOUN
sc-2825	127	11	of	of	ADP
sc-2825	127	12	all	all	DET
sc-2825	127	13	its	its	PRON
sc-2825	127	14	components	component	NOUN
sc-2825	127	15	.	.	PUNCT
sc-2825	128	1	a	a	DET
sc-2825	128	2	smart	smart	ADJ
sc-2825	128	3	health	health	NOUN
sc-2825	128	4	system	system	NOUN
sc-2825	128	5	,	,	PUNCT
sc-2825	128	6	smart	smart	ADJ
sc-2825	128	7	transport	transport	NOUN
sc-2825	128	8	system	system	NOUN
sc-2825	128	9	,	,	PUNCT
sc-2825	128	10	smart	smart	ADJ
sc-2825	128	11	buildings	building	NOUN
sc-2825	128	12	,	,	PUNCT
sc-2825	128	13	smart	smart	ADJ
sc-2825	128	14	energy	energy	NOUN
sc-2825	128	15	management	management	NOUN
sc-2825	128	16	,	,	PUNCT
sc-2825	128	17	smart	smart	ADJ
sc-2825	128	18	administration	administration	NOUN
sc-2825	128	19	,	,	PUNCT
sc-2825	128	20	smart	smart	ADJ
sc-2825	128	21	industries	industry	NOUN
sc-2825	128	22	and	and	CCONJ
sc-2825	128	23	smart	smart	ADJ
sc-2825	128	24	security	security	NOUN
sc-2825	128	25	etc	etc	X
sc-2825	128	26	.	.	X
sc-2825	128	27	will	will	AUX
sc-2825	128	28	collectively	collectively	ADV
sc-2825	128	29	be	be	AUX
sc-2825	128	30	the	the	DET
sc-2825	128	31	building	building	NOUN
sc-2825	128	32	blocks	block	NOUN
sc-2825	128	33	of	of	ADP
sc-2825	128	34	a	a	DET
sc-2825	128	35	smart	smart	ADJ
sc-2825	128	36	city	city	NOUN
sc-2825	128	37	and	and	CCONJ
sc-2825	128	38	iot	iot	NOUN
sc-2825	128	39	provides	provide	VERB
sc-2825	128	40	the	the	DET
sc-2825	128	41	base	base	NOUN
sc-2825	128	42	to	to	ADP
sc-2825	128	43	this	this	DET
sc-2825	128	44	progression	progression	NOUN
sc-2825	129	1	[	[	X
sc-2825	129	2	37	37	NUM
sc-2825	129	3	]	]	SYM
sc-2825	129	4	.	.	PUNCT
sc-2825	130	1	5	5	X
sc-2825	130	2	.	.	X
sc-2825	130	3	simulation	simulation	NOUN
sc-2825	130	4	environment	environment	PROPN
sc-2825	130	5	for	for	ADP
sc-2825	130	6	simulation	simulation	NOUN
sc-2825	130	7	python	python	NOUN
sc-2825	130	8	is	be	AUX
sc-2825	130	9	used	use	VERB
sc-2825	130	10	to	to	PART
sc-2825	130	11	do	do	VERB
sc-2825	130	12	experimentation	experimentation	NOUN
sc-2825	130	13	on	on	ADP
sc-2825	130	14	iot	iot	NOUN
sc-2825	130	15	-	-	PUNCT
sc-2825	130	16	networks	network	NOUN
sc-2825	130	17	.	.	PUNCT
sc-2825	131	1	unsw	unsw	NOUN
sc-2825	131	2	-	-	PUNCT
sc-2825	131	3	nb15	nb15	PROPN
sc-2825	131	4	dataset	dataset	NOUN
sc-2825	131	5	is	be	AUX
sc-2825	131	6	utilized	utilize	VERB
sc-2825	131	7	which	which	PRON
sc-2825	131	8	is	be	AUX
sc-2825	131	9	having	have	VERB
sc-2825	131	10	updated	update	VERB
sc-2825	131	11	network	network	NOUN
sc-2825	131	12	traffic	traffic	NOUN
sc-2825	131	13	information	information	NOUN
sc-2825	131	14	.	.	PUNCT
sc-2825	132	1	machine	machine	NOUN
sc-2825	132	2	eai	eai	PROPN
sc-2825	132	3	endorsed	endorse	VERB
sc-2825	132	4	transactions	transaction	NOUN
sc-2825	132	5	on	on	ADP
sc-2825	132	6	smart	smart	ADJ
sc-2825	132	7	cities	city	NOUN
sc-2825	132	8	01	01	NUM
sc-2825	132	9	2023	2023	NUM
sc-2825	132	10	03	03	NUM
sc-2825	132	11	2023	2023	NUM
sc-2825	132	12	|	|	NOUN
sc-2825	132	13	volume	volume	NOUN
sc-2825	132	14	7	7	NUM
sc-2825	132	15	|	|	NOUN
sc-2825	132	16	issue	issue	NOUN
sc-2825	132	17	1	1	NUM
sc-2825	132	18	|	|	ADV
sc-2825	132	19	e4	e4	VERB
sc-2825	132	20	an	an	DET
sc-2825	132	21	intelligent	intelligent	ADJ
sc-2825	132	22	machine	machine	NOUN
sc-2825	132	23	learning	learning	NOUN
sc-2825	132	24	based	base	VERB
sc-2825	132	25	intrusion	intrusion	NOUN
sc-2825	132	26	detection	detection	NOUN
sc-2825	132	27	system	system	NOUN
sc-2825	132	28	(	(	PUNCT
sc-2825	132	29	ids	id	NOUN
sc-2825	132	30	)	)	PUNCT
sc-2825	132	31	for	for	ADP
sc-2825	132	32	smart	smart	ADJ
sc-2825	132	33	cities	city	NOUN
sc-2825	132	34	networks	network	NOUN
sc-2825	132	35	5	5	NUM
sc-2825	132	36	learning	learn	VERB
sc-2825	132	37	techniques	technique	NOUN
sc-2825	132	38	like	like	ADP
sc-2825	132	39	linear	linear	ADJ
sc-2825	132	40	discriminant	discriminant	ADJ
sc-2825	132	41	analysis	analysis	NOUN
sc-2825	132	42	,	,	PUNCT
sc-2825	132	43	quadratic	quadratic	ADJ
sc-2825	132	44	discriminant	discriminant	ADJ
sc-2825	132	45	analysis	analysis	NOUN
sc-2825	132	46	,	,	PUNCT
sc-2825	132	47	xg	xg	PROPN
sc-2825	132	48	boost	boost	NOUN
sc-2825	132	49	,	,	PUNCT
sc-2825	132	50	knn	knn	PROPN
sc-2825	132	51	and	and	CCONJ
sc-2825	132	52	decision	decision	NOUN
sc-2825	132	53	tree	tree	NOUN
sc-2825	132	54	are	be	AUX
sc-2825	132	55	simulated	simulate	VERB
sc-2825	132	56	[	[	PUNCT
sc-2825	132	57	48	48	NUM
sc-2825	132	58	-	-	SYM
sc-2825	132	59	54	54	NUM
sc-2825	132	60	]	]	PUNCT
sc-2825	132	61	,	,	PUNCT
sc-2825	132	62	which	which	PRON
sc-2825	132	63	generated	generate	VERB
sc-2825	132	64	very	very	ADV
sc-2825	132	65	good	good	ADJ
sc-2825	132	66	results	result	NOUN
sc-2825	132	67	.	.	PUNCT
sc-2825	133	1	table	table	NOUN
sc-2825	133	2	2	2	NUM
sc-2825	133	3	,	,	PUNCT
sc-2825	133	4	shows	show	VERB
sc-2825	133	5	results	result	NOUN
sc-2825	133	6	of	of	ADP
sc-2825	133	7	machine	machine	NOUN
sc-2825	133	8	learning	learn	VERB
sc-2825	133	9	classifiers	classifier	NOUN
sc-2825	133	10	where	where	SCONJ
sc-2825	133	11	knn	knn	PROPN
sc-2825	133	12	is	be	AUX
sc-2825	133	13	having	have	VERB
sc-2825	133	14	better	well	ADJ
sc-2825	133	15	accuracy	accuracy	NOUN
sc-2825	133	16	compared	compare	VERB
sc-2825	133	17	to	to	ADP
sc-2825	133	18	the	the	DET
sc-2825	133	19	rest	rest	NOUN
sc-2825	133	20	of	of	ADP
sc-2825	133	21	algorithms	algorithm	NOUN
sc-2825	133	22	about	about	ADP
sc-2825	133	23	98.3061	98.3061	NUM
sc-2825	133	24	%	%	NOUN
sc-2825	133	25	.	.	PUNCT
sc-2825	134	1	the	the	DET
sc-2825	134	2	overall	overall	ADJ
sc-2825	134	3	explanation	explanation	NOUN
sc-2825	134	4	of	of	ADP
sc-2825	134	5	table	table	NOUN
sc-2825	134	6	2	2	NUM
sc-2825	134	7	is	be	AUX
sc-2825	134	8	illustrated	illustrate	VERB
sc-2825	134	9	in	in	ADP
sc-2825	134	10	figure	figure	NOUN
sc-2825	134	11	2	2	NUM
sc-2825	134	12	.	.	PUNCT
sc-2825	134	13	table	table	NOUN
sc-2825	134	14	2	2	NUM
sc-2825	134	15	.	.	PUNCT
sc-2825	134	16	accuracy	accuracy	NOUN
sc-2825	134	17	of	of	ADP
sc-2825	134	18	machine	machine	NOUN
sc-2825	134	19	learning	learn	VERB
sc-2825	134	20	techniques	technique	NOUN
sc-2825	134	21	algorithms	algorithm	NOUN
sc-2825	134	22	accuracy	accuracy	NOUN
sc-2825	135	1	linear	linear	PROPN
sc-2825	135	2	discriminant	discriminant	ADJ
sc-2825	135	3	analysis	analysis	NOUN
sc-2825	135	4	97.6717	97.6717	NUM
sc-2825	135	5	quadratic	quadratic	ADJ
sc-2825	135	6	discriminant	discriminant	NOUN
sc-2825	135	7	analysis	analysis	NOUN
sc-2825	135	8	94.0314	94.0314	NUM
sc-2825	135	9	xg	xg	NOUN
sc-2825	135	10	boost	boost	VERB
sc-2825	135	11	98.2507	98.2507	NUM
sc-2825	135	12	knn	knn	NOUN
sc-2825	135	13	98.3061	98.3061	NUM
sc-2825	135	14	decision	decision	NOUN
sc-2825	135	15	tree	tree	NOUN
sc-2825	135	16	98.2137	98.2137	NUM
sc-2825	135	17	figure	figure	NOUN
sc-2825	135	18	2	2	NUM
sc-2825	135	19	.	.	PUNCT
sc-2825	135	20	machine	machine	NOUN
sc-2825	135	21	learning	learn	VERB
sc-2825	135	22	algorithms	algorithm	NOUN
sc-2825	135	23	like	like	ADP
sc-2825	135	24	linear	linear	ADJ
sc-2825	135	25	discriminant	discriminant	ADJ
sc-2825	135	26	analysis	analysis	NOUN
sc-2825	135	27	,	,	PUNCT
sc-2825	135	28	quadratic	quadratic	ADJ
sc-2825	135	29	discriminant	discriminant	ADJ
sc-2825	135	30	analysis	analysis	NOUN
sc-2825	135	31	,	,	PUNCT
sc-2825	135	32	xg	xg	PROPN
sc-2825	135	33	boost	boost	NOUN
sc-2825	135	34	,	,	PUNCT
sc-2825	135	35	knn	knn	PROPN
sc-2825	135	36	and	and	CCONJ
sc-2825	135	37	decision	decision	NOUN
sc-2825	135	38	tree	tree	NOUN
sc-2825	135	39	using	use	VERB
sc-2825	135	40	unsw	unsw	PROPN
sc-2825	135	41	-	-	PUNCT
sc-2825	135	42	nb15	nb15	PROPN
sc-2825	135	43	dataset	dataset	NOUN
sc-2825	135	44	’	'	PUNCT
sc-2825	135	45	6	6	NUM
sc-2825	135	46	.	.	PUNCT
sc-2825	135	47	conclusion	conclusion	NOUN
sc-2825	135	48	and	and	CCONJ
sc-2825	135	49	future	future	ADJ
sc-2825	135	50	directions	direction	NOUN
sc-2825	135	51	iot	iot	NOUN
sc-2825	135	52	networks	network	NOUN
sc-2825	135	53	can	can	AUX
sc-2825	135	54	be	be	AUX
sc-2825	135	55	deployed	deploy	VERB
sc-2825	135	56	in	in	ADP
sc-2825	135	57	almost	almost	ADV
sc-2825	135	58	every	every	PRON
sc-2825	135	59	field	field	NOUN
sc-2825	135	60	.	.	PUNCT
sc-2825	136	1	there	there	PRON
sc-2825	136	2	exist	exist	VERB
sc-2825	136	3	many	many	ADJ
sc-2825	136	4	problems	problem	NOUN
sc-2825	136	5	in	in	ADP
sc-2825	136	6	iot	iot	ADJ
sc-2825	136	7	networks	network	NOUN
sc-2825	136	8	due	due	ADP
sc-2825	136	9	to	to	ADP
sc-2825	136	10	that	that	DET
sc-2825	136	11	intruder	intruder	NOUN
sc-2825	136	12	easily	easily	ADV
sc-2825	136	13	attack	attack	NOUN
sc-2825	136	14	and	and	CCONJ
sc-2825	136	15	unbalance	unbalance	NOUN
sc-2825	136	16	entire	entire	ADJ
sc-2825	136	17	network	network	NOUN
sc-2825	136	18	.	.	PUNCT
sc-2825	137	1	this	this	DET
sc-2825	137	2	paper	paper	NOUN
sc-2825	137	3	has	have	AUX
sc-2825	137	4	introduced	introduce	VERB
sc-2825	137	5	machine	machine	NOUN
sc-2825	137	6	learning	learn	VERB
sc-2825	137	7	techniques	technique	NOUN
sc-2825	137	8	to	to	PART
sc-2825	137	9	detect	detect	VERB
sc-2825	137	10	possible	possible	ADJ
sc-2825	137	11	cyber	cyber	NOUN
sc-2825	137	12	-	-	PUNCT
sc-2825	137	13	attacks	attack	NOUN
sc-2825	137	14	from	from	ADP
sc-2825	137	15	updated	update	VERB
sc-2825	137	16	australian	australian	ADJ
sc-2825	137	17	dataset	dataset	NOUN
sc-2825	137	18	called	call	VERB
sc-2825	137	19	unsw	unsw	NOUN
sc-2825	137	20	-	-	PUNCT
sc-2825	137	21	nb-15	nb-15	NUM
sc-2825	137	22	.	.	PUNCT
sc-2825	138	1	types	type	NOUN
sc-2825	138	2	of	of	ADP
sc-2825	138	3	intrusion	intrusion	NOUN
sc-2825	138	4	detection	detection	NOUN
sc-2825	138	5	system	system	NOUN
sc-2825	138	6	in	in	ADP
sc-2825	138	7	iot	iot	PROPN
sc-2825	138	8	networks	network	NOUN
sc-2825	138	9	are	be	AUX
sc-2825	138	10	incorporated	incorporate	VERB
sc-2825	138	11	which	which	PRON
sc-2825	138	12	include	include	VERB
sc-2825	138	13	anomaly	anomaly	NOUN
sc-2825	138	14	,	,	PUNCT
sc-2825	138	15	signature	signature	NOUN
sc-2825	138	16	and	and	CCONJ
sc-2825	138	17	hybrid	hybrid	NOUN
sc-2825	138	18	.	.	PUNCT
sc-2825	139	1	different	different	ADJ
sc-2825	139	2	iot	iot	NOUN
sc-2825	139	3	-	-	PUNCT
sc-2825	139	4	based	base	VERB
sc-2825	139	5	applications	application	NOUN
sc-2825	139	6	are	be	AUX
sc-2825	139	7	being	be	AUX
sc-2825	139	8	discussed	discuss	VERB
sc-2825	139	9	which	which	PRON
sc-2825	139	10	provide	provide	VERB
sc-2825	139	11	a	a	DET
sc-2825	139	12	clear	clear	ADJ
sc-2825	139	13	picture	picture	NOUN
sc-2825	139	14	of	of	ADP
sc-2825	139	15	limitations	limitation	NOUN
sc-2825	139	16	and	and	CCONJ
sc-2825	139	17	vulnerabilities	vulnerability	NOUN
sc-2825	139	18	.	.	PUNCT
sc-2825	140	1	around	around	ADP
sc-2825	140	2	five	five	NUM
sc-2825	140	3	machine	machine	NOUN
sc-2825	140	4	learning	learn	VERB
sc-2825	140	5	techniques	technique	NOUN
sc-2825	140	6	like	like	ADP
sc-2825	140	7	linear	linear	ADJ
sc-2825	140	8	discriminant	discriminant	ADJ
sc-2825	140	9	analysis	analysis	NOUN
sc-2825	140	10	,	,	PUNCT
sc-2825	140	11	quadratic	quadratic	ADJ
sc-2825	140	12	discriminant	discriminant	ADJ
sc-2825	140	13	analysis	analysis	NOUN
sc-2825	140	14	,	,	PUNCT
sc-2825	140	15	xg	xg	PROPN
sc-2825	140	16	boost	boost	NOUN
sc-2825	140	17	,	,	PUNCT
sc-2825	140	18	knn	knn	PROPN
sc-2825	140	19	and	and	CCONJ
sc-2825	140	20	decision	decision	NOUN
sc-2825	140	21	tree	tree	NOUN
sc-2825	140	22	are	be	AUX
sc-2825	140	23	utilized	utilize	VERB
sc-2825	140	24	.	.	PUNCT
sc-2825	141	1	this	this	DET
sc-2825	141	2	paper	paper	NOUN
sc-2825	141	3	is	be	AUX
sc-2825	141	4	giving	give	VERB
sc-2825	141	5	investigation	investigation	NOUN
sc-2825	141	6	of	of	ADP
sc-2825	141	7	security	security	NOUN
sc-2825	141	8	countermeasures	countermeasure	NOUN
sc-2825	141	9	.	.	PUNCT
sc-2825	142	1	especially	especially	ADV
sc-2825	142	2	,	,	PUNCT
sc-2825	142	3	the	the	DET
sc-2825	142	4	approach	approach	NOUN
sc-2825	142	5	of	of	ADP
sc-2825	142	6	intrusion	intrusion	NOUN
sc-2825	142	7	detection	detection	NOUN
sc-2825	142	8	system	system	NOUN
sc-2825	142	9	is	be	AUX
sc-2825	142	10	used	use	VERB
sc-2825	142	11	to	to	PART
sc-2825	142	12	identify	identify	VERB
sc-2825	142	13	various	various	ADJ
sc-2825	142	14	cyber	cyber	NOUN
sc-2825	142	15	-	-	PUNCT
sc-2825	142	16	attacks	attack	NOUN
sc-2825	142	17	.	.	PUNCT
sc-2825	143	1	moreover	moreover	ADV
sc-2825	143	2	,	,	PUNCT
sc-2825	143	3	in	in	ADP
sc-2825	143	4	near	near	ADP
sc-2825	143	5	future	future	NOUN
sc-2825	143	6	,	,	PUNCT
sc-2825	143	7	as	as	SCONJ
sc-2825	143	8	iot	iot	PROPN
sc-2825	143	9	devices	device	NOUN
sc-2825	143	10	are	be	AUX
sc-2825	143	11	increasing	increase	VERB
sc-2825	143	12	continuously	continuously	ADV
sc-2825	143	13	with	with	ADP
sc-2825	143	14	the	the	DET
sc-2825	143	15	passage	passage	NOUN
sc-2825	143	16	of	of	ADP
sc-2825	143	17	time	time	NOUN
sc-2825	143	18	.	.	PUNCT
sc-2825	144	1	ids	id	NOUN
sc-2825	144	2	using	use	VERB
sc-2825	144	3	supervised	supervised	ADJ
sc-2825	144	4	machine	machine	NOUN
sc-2825	144	5	learning	learning	NOUN
sc-2825	144	6	,	,	PUNCT
sc-2825	144	7	deep	deep	ADJ
sc-2825	144	8	learning	learning	NOUN
sc-2825	144	9	,	,	PUNCT
sc-2825	144	10	computational	computational	ADJ
sc-2825	144	11	intelligence	intelligence	NOUN
sc-2825	144	12	,	,	PUNCT
sc-2825	144	13	optimization	optimization	NOUN
sc-2825	144	14	,	,	PUNCT
sc-2825	144	15	genetic	genetic	ADJ
sc-2825	144	16	algorithm	algorithm	NOUN
sc-2825	144	17	,	,	PUNCT
sc-2825	144	18	supervised	supervised	ADJ
sc-2825	144	19	learning	learning	NOUN
sc-2825	144	20	,	,	PUNCT
sc-2825	144	21	reinforcement	reinforcement	NOUN
sc-2825	144	22	and	and	CCONJ
sc-2825	144	23	sliding	slide	VERB
sc-2825	144	24	mode	mode	NOUN
sc-2825	144	25	controller	controller	NOUN
sc-2825	144	26	is	be	AUX
sc-2825	144	27	helpful	helpful	ADJ
sc-2825	144	28	to	to	PART
sc-2825	144	29	detect	detect	VERB
sc-2825	144	30	possible	possible	ADJ
sc-2825	144	31	cyber	cyber	NOUN
sc-2825	144	32	-	-	PUNCT
sc-2825	144	33	attacks	attack	NOUN
sc-2825	144	34	.	.	PUNCT
sc-2825	145	1	also	also	ADV
sc-2825	145	2	,	,	PUNCT
sc-2825	145	3	new	new	ADJ
sc-2825	145	4	dataset	dataset	NOUN
sc-2825	145	5	for	for	ADP
sc-2825	145	6	network	network	NOUN
sc-2825	145	7	security	security	NOUN
sc-2825	145	8	is	be	AUX
sc-2825	145	9	the	the	DET
sc-2825	145	10	need	need	NOUN
sc-2825	145	11	for	for	ADP
sc-2825	145	12	researchers	researcher	NOUN
sc-2825	145	13	.	.	PUNCT
sc-2825	146	1	scientists	scientist	NOUN
sc-2825	146	2	must	must	AUX
sc-2825	146	3	focus	focus	VERB
sc-2825	146	4	on	on	ADP
sc-2825	146	5	real	real	ADJ
sc-2825	146	6	-	-	PUNCT
sc-2825	146	7	time	time	NOUN
sc-2825	146	8	applications	application	NOUN
sc-2825	146	9	regarding	regard	VERB
sc-2825	146	10	intrusion	intrusion	NOUN
sc-2825	146	11	detection	detection	NOUN
sc-2825	146	12	system	system	NOUN
sc-2825	146	13	.	.	PUNCT
sc-2825	147	1	in	in	ADP
sc-2825	147	2	addition	addition	NOUN
sc-2825	147	3	,	,	PUNCT
sc-2825	147	4	novel	novel	ADJ
sc-2825	147	5	security	security	NOUN
sc-2825	147	6	-	-	PUNCT
sc-2825	147	7	based	base	VERB
sc-2825	147	8	routing	routing	NOUN
sc-2825	147	9	protocols	protocol	NOUN
sc-2825	147	10	need	need	VERB
sc-2825	147	11	to	to	PART
sc-2825	147	12	be	be	AUX
sc-2825	147	13	designed	design	VERB
sc-2825	147	14	for	for	ADP
sc-2825	147	15	secure	secure	ADJ
sc-2825	147	16	communication	communication	NOUN
sc-2825	147	17	with	with	ADP
sc-2825	147	18	in	in	ADP
sc-2825	147	19	network	network	NOUN
sc-2825	147	20	.	.	PUNCT
sc-2825	148	1	references	reference	NOUN
sc-2825	148	2	[	[	X
sc-2825	148	3	1	1	NUM
sc-2825	148	4	]	]	PUNCT
sc-2825	148	5	sairam	sairam	PROPN
sc-2825	148	6	kv	kv	PROPN
sc-2825	148	7	,	,	PUNCT
sc-2825	148	8	kumar	kumar	PROPN
sc-2825	148	9	ap	ap	PROPN
sc-2825	148	10	.	.	PUNCT
sc-2825	149	1	a	a	DET
sc-2825	149	2	review	review	NOUN
sc-2825	149	3	on	on	ADP
sc-2825	149	4	internet	internet	NOUN
sc-2825	149	5	of	of	ADP
sc-2825	149	6	things	thing	NOUN
sc-2825	149	7	based	base	VERB
sc-2825	149	8	swsn	swsn	NOUN
sc-2825	149	9	.	.	PUNCT
sc-2825	150	1	[	[	X
sc-2825	150	2	2	2	X
sc-2825	150	3	]	]	X
sc-2825	150	4	kadhim	kadhim	PROPN
sc-2825	150	5	kt	kt	PROPN
sc-2825	150	6	,	,	PUNCT
sc-2825	150	7	alsahlany	alsahlany	NOUN
sc-2825	150	8	am	am	NOUN
sc-2825	150	9	,	,	PUNCT
sc-2825	150	10	wadi	wadi	PROPN
sc-2825	150	11	sm	sm	PROPN
sc-2825	150	12	,	,	PUNCT
sc-2825	150	13	kadhum	kadhum	PROPN
sc-2825	150	14	ht	ht	PROPN
sc-2825	150	15	.	.	PUNCT
sc-2825	151	1	an	an	DET
sc-2825	151	2	overview	overview	NOUN
sc-2825	151	3	of	of	ADP
sc-2825	151	4	patient	patient	NOUN
sc-2825	151	5	’s	’s	PART
sc-2825	151	6	health	health	NOUN
sc-2825	151	7	status	status	NOUN
sc-2825	151	8	monitoring	monitor	VERB
sc-2825	151	9	system	system	NOUN
sc-2825	151	10	based	base	VERB
sc-2825	151	11	on	on	ADP
sc-2825	151	12	internet	internet	NOUN
sc-2825	151	13	of	of	ADP
sc-2825	151	14	things	thing	NOUN
sc-2825	151	15	(	(	PUNCT
sc-2825	151	16	iot	iot	NOUN
sc-2825	151	17	)	)	PUNCT
sc-2825	151	18	.	.	PUNCT
sc-2825	152	1	wireless	wireless	ADJ
sc-2825	152	2	personal	personal	ADJ
sc-2825	152	3	communications	communication	NOUN
sc-2825	152	4	.	.	PUNCT
sc-2825	153	1	2020	2020	NUM
sc-2825	153	2	oct;114(3):2235	oct;114(3):2235	NOUN
sc-2825	153	3	-	-	NUM
sc-2825	153	4	62	62	NUM
sc-2825	153	5	.	.	PUNCT
sc-2825	154	1	[	[	X
sc-2825	154	2	3	3	X
sc-2825	154	3	]	]	X
sc-2825	154	4	stolojescu	stolojescu	NOUN
sc-2825	154	5	-	-	PUNCT
sc-2825	154	6	crisan	crisan	NOUN
sc-2825	154	7	c	c	NOUN
sc-2825	154	8	,	,	PUNCT
sc-2825	154	9	crisan	crisan	ADJ
sc-2825	154	10	c	c	NOUN
sc-2825	154	11	,	,	PUNCT
sc-2825	154	12	butunoi	butunoi	PROPN
sc-2825	154	13	bp	bp	PROPN
sc-2825	154	14	.	.	PUNCT
sc-2825	155	1	an	an	DET
sc-2825	155	2	iot	iot	NOUN
sc-2825	155	3	-	-	PUNCT
sc-2825	155	4	based	base	VERB
sc-2825	155	5	smart	smart	ADJ
sc-2825	155	6	home	home	NOUN
sc-2825	155	7	automation	automation	NOUN
sc-2825	155	8	system	system	NOUN
sc-2825	155	9	.	.	PUNCT
sc-2825	156	1	sensors	sensor	NOUN
sc-2825	156	2	.	.	PUNCT
sc-2825	157	1	2021	2021	NUM
sc-2825	157	2	jan;21(11):3784	jan;21(11):3784	NOUN
sc-2825	157	3	.	.	PUNCT
sc-2825	158	1	[	[	X
sc-2825	158	2	4	4	X
sc-2825	158	3	]	]	X
sc-2825	158	4	khanboubi	khanboubi	ADJ
sc-2825	158	5	f	f	PROPN
sc-2825	158	6	,	,	PUNCT
sc-2825	158	7	boulmakoul	boulmakoul	PROPN
sc-2825	158	8	a	a	PROPN
sc-2825	158	9	,	,	PUNCT
sc-2825	158	10	tabaa	tabaa	PROPN
sc-2825	158	11	m.	m.	NOUN
sc-2825	158	12	impact	impact	NOUN
sc-2825	158	13	of	of	ADP
sc-2825	158	14	digital	digital	ADJ
sc-2825	158	15	trends	trend	NOUN
sc-2825	158	16	using	use	VERB
sc-2825	158	17	iot	iot	NOUN
sc-2825	158	18	on	on	ADP
sc-2825	158	19	banking	banking	NOUN
sc-2825	158	20	processes	process	NOUN
sc-2825	158	21	.	.	PUNCT
sc-2825	159	1	procedia	procedia	NOUN
sc-2825	159	2	computer	computer	NOUN
sc-2825	159	3	science	science	NOUN
sc-2825	159	4	.	.	PUNCT
sc-2825	160	1	2019	2019	NUM
sc-2825	160	2	jan	jan	PROPN
sc-2825	160	3	1;151:77	1;151:77	PROPN
sc-2825	160	4	-	-	PUNCT
sc-2825	160	5	84	84	NUM
sc-2825	160	6	.	.	PUNCT
sc-2825	161	1	[	[	X
sc-2825	161	2	5	5	X
sc-2825	161	3	]	]	X
sc-2825	161	4	jeong	jeong	PROPN
sc-2825	161	5	ji	ji	PROPN
sc-2825	161	6	.	.	PUNCT
sc-2825	162	1	a	a	DET
sc-2825	162	2	study	study	NOUN
sc-2825	162	3	on	on	ADP
sc-2825	162	4	the	the	DET
sc-2825	162	5	iot	iot	NOUN
sc-2825	162	6	based	base	VERB
sc-2825	162	7	smart	smart	ADJ
sc-2825	162	8	door	door	NOUN
sc-2825	162	9	lock	lock	NOUN
sc-2825	162	10	system	system	NOUN
sc-2825	162	11	.	.	PUNCT
sc-2825	163	1	ininformation	ininformation	PROPN
sc-2825	163	2	science	science	NOUN
sc-2825	163	3	and	and	CCONJ
sc-2825	163	4	applications	application	NOUN
sc-2825	163	5	(	(	PUNCT
sc-2825	163	6	icisa	icisa	NOUN
sc-2825	163	7	)	)	PUNCT
sc-2825	163	8	2016	2016	NUM
sc-2825	163	9	2016	2016	NUM
sc-2825	163	10	(	(	PUNCT
sc-2825	163	11	pp	pp	ADJ
sc-2825	163	12	.	.	PUNCT
sc-2825	163	13	1307	1307	NUM
sc-2825	163	14	-	-	SYM
sc-2825	163	15	1318	1318	NUM
sc-2825	163	16	)	)	PUNCT
sc-2825	163	17	.	.	PUNCT
sc-2825	164	1	springer	springer	PROPN
sc-2825	164	2	,	,	PUNCT
sc-2825	164	3	singapore	singapore	PROPN
sc-2825	164	4	.	.	PUNCT
sc-2825	165	1	[	[	X
sc-2825	165	2	6	6	NUM
sc-2825	165	3	]	]	X
sc-2825	165	4	olasupo	olasupo	NOUN
sc-2825	165	5	to	to	PART
sc-2825	165	6	.	.	PUNCT
sc-2825	166	1	wireless	wireless	ADJ
sc-2825	166	2	communication	communication	NOUN
sc-2825	166	3	modeling	modeling	NOUN
sc-2825	166	4	for	for	ADP
sc-2825	166	5	the	the	DET
sc-2825	166	6	deployment	deployment	NOUN
sc-2825	166	7	of	of	ADP
sc-2825	166	8	tiny	tiny	ADJ
sc-2825	166	9	iot	iot	NOUN
sc-2825	166	10	devices	device	NOUN
sc-2825	166	11	in	in	ADP
sc-2825	166	12	rocky	rocky	ADJ
sc-2825	166	13	and	and	CCONJ
sc-2825	166	14	mountainous	mountainous	ADJ
sc-2825	166	15	environments	environment	NOUN
sc-2825	166	16	.	.	PUNCT
sc-2825	167	1	ieee	ieee	NOUN
sc-2825	167	2	sensors	sensor	NOUN
sc-2825	167	3	letters	letter	NOUN
sc-2825	167	4	.	.	PUNCT
sc-2825	168	1	2019	2019	NUM
sc-2825	168	2	may	may	AUX
sc-2825	168	3	22;3(7):14	22;3(7):14	NUM
sc-2825	168	4	.	.	PUNCT
sc-2825	169	1	[	[	X
sc-2825	169	2	7	7	X
sc-2825	169	3	]	]	X
sc-2825	169	4	ahsaan	ahsaan	PROPN
sc-2825	169	5	su	su	PROPN
sc-2825	169	6	,	,	PUNCT
sc-2825	169	7	mourya	mourya	PROPN
sc-2825	169	8	ak	ak	PROPN
sc-2825	169	9	.	.	PROPN
sc-2825	169	10	prognostic	prognostic	PROPN
sc-2825	169	11	modelling	modelling	NOUN
sc-2825	169	12	for	for	ADP
sc-2825	169	13	smart	smart	ADJ
sc-2825	169	14	cities	city	NOUN
sc-2825	169	15	using	use	VERB
sc-2825	169	16	smart	smart	ADJ
sc-2825	169	17	agents	agent	NOUN
sc-2825	169	18	and	and	CCONJ
sc-2825	169	19	iot	iot	NOUN
sc-2825	169	20	:	:	PUNCT
sc-2825	169	21	a	a	DET
sc-2825	169	22	proposed	propose	VERB
sc-2825	169	23	solution	solution	NOUN
sc-2825	169	24	for	for	ADP
sc-2825	169	25	sustainable	sustainable	ADJ
sc-2825	169	26	development	development	NOUN
sc-2825	169	27	.	.	PUNCT
sc-2825	170	1	eai	eai	PROPN
sc-2825	170	2	endorsed	endorse	VERB
sc-2825	170	3	transactions	transaction	NOUN
sc-2825	170	4	on	on	ADP
sc-2825	170	5	smart	smart	ADJ
sc-2825	170	6	cities	city	NOUN
sc-2825	170	7	.	.	PUNCT
sc-2825	171	1	2021	2021	NUM
sc-2825	171	2	may	may	AUX
sc-2825	171	3	13;5(16):e3-	13;5(16):e3-	NUM
sc-2825	171	4	.	.	PUNCT
sc-2825	172	1	[	[	X
sc-2825	172	2	8	8	NUM
sc-2825	172	3	]	]	X
sc-2825	172	4	shukla	shukla	NOUN
sc-2825	172	5	p.	p.	PROPN
sc-2825	172	6	ml	ml	PROPN
sc-2825	172	7	-	-	PUNCT
sc-2825	172	8	ids	id	NOUN
sc-2825	172	9	:	:	PUNCT
sc-2825	172	10	a	a	DET
sc-2825	172	11	machine	machine	NOUN
sc-2825	172	12	learning	learn	VERB
sc-2825	172	13	approach	approach	NOUN
sc-2825	172	14	to	to	PART
sc-2825	172	15	detect	detect	VERB
sc-2825	172	16	wormhole	wormhole	NOUN
sc-2825	172	17	attacks	attack	NOUN
sc-2825	172	18	in	in	ADP
sc-2825	172	19	internet	internet	NOUN
sc-2825	172	20	of	of	ADP
sc-2825	172	21	things	thing	NOUN
sc-2825	172	22	.	.	PUNCT
sc-2825	173	1	in2017	in2017	PROPN
sc-2825	173	2	intelligent	intelligent	ADJ
sc-2825	173	3	systems	system	NOUN
sc-2825	173	4	conference	conference	NOUN
sc-2825	173	5	(	(	PUNCT
sc-2825	173	6	intellisys	intellisys	NOUN
sc-2825	173	7	)	)	PUNCT
sc-2825	173	8	2017	2017	NUM
sc-2825	173	9	sep	sep	NOUN
sc-2825	173	10	7	7	NUM
sc-2825	173	11	(	(	PUNCT
sc-2825	173	12	pp	pp	ADJ
sc-2825	173	13	.	.	PUNCT
sc-2825	174	1	234	234	NUM
sc-2825	174	2	-	-	SYM
sc-2825	174	3	240	240	NUM
sc-2825	174	4	)	)	PUNCT
sc-2825	174	5	.	.	PUNCT
sc-2825	175	1	ieee	ieee	PROPN
sc-2825	175	2	.	.	PUNCT
sc-2825	176	1	[	[	X
sc-2825	176	2	9	9	NUM
sc-2825	176	3	]	]	PUNCT
sc-2825	176	4	pooja	pooja	NOUN
sc-2825	176	5	g	g	PROPN
sc-2825	176	6	,	,	PUNCT
sc-2825	176	7	sundar	sundar	NOUN
sc-2825	176	8	r	r	NOUN
sc-2825	176	9	,	,	PUNCT
sc-2825	176	10	harshini	harshini	ADJ
sc-2825	176	11	r	r	NOUN
sc-2825	176	12	,	,	PUNCT
sc-2825	176	13	arjuna	arjuna	PROPN
sc-2825	176	14	s.	s.	PROPN
sc-2825	176	15	recent	recent	ADJ
sc-2825	176	16	trends	trend	NOUN
sc-2825	176	17	and	and	CCONJ
sc-2825	176	18	challenges	challenge	NOUN
sc-2825	176	19	in	in	ADP
sc-2825	176	20	smart	smart	ADJ
sc-2825	176	21	cities	city	NOUN
sc-2825	176	22	.	.	PUNCT
sc-2825	177	1	eai	eai	PROPN
sc-2825	177	2	endorsed	endorse	VERB
sc-2825	177	3	transactions	transaction	NOUN
sc-2825	177	4	on	on	ADP
sc-2825	177	5	smart	smart	ADJ
sc-2825	177	6	cities	city	NOUN
sc-2825	177	7	.	.	PUNCT
sc-2825	178	1	2022	2022	NUM
sc-2825	178	2	sep	sep	PROPN
sc-2825	178	3	21;6(3	21;6(3	NUM
sc-2825	178	4	)	)	PUNCT
sc-2825	178	5	.	.	PUNCT
sc-2825	179	1	[	[	X
sc-2825	179	2	10	10	NUM
sc-2825	179	3	]	]	X
sc-2825	179	4	nawir	nawir	NOUN
sc-2825	179	5	m	m	PROPN
sc-2825	179	6	,	,	PUNCT
sc-2825	179	7	amir	amir	PROPN
sc-2825	179	8	a	a	PRON
sc-2825	179	9	,	,	PUNCT
sc-2825	179	10	yaakob	yaakob	PROPN
sc-2825	179	11	n	n	SYM
sc-2825	179	12	,	,	PUNCT
sc-2825	179	13	lynn	lynn	PROPN
sc-2825	179	14	ob	ob	PROPN
sc-2825	179	15	.	.	PROPN
sc-2825	179	16	internet	internet	NOUN
sc-2825	179	17	of	of	ADP
sc-2825	179	18	things	thing	NOUN
sc-2825	179	19	(	(	PUNCT
sc-2825	179	20	iot	iot	ADJ
sc-2825	179	21	):	):	PUNCT
sc-2825	179	22	taxonomy	taxonomy	NOUN
sc-2825	179	23	of	of	ADP
sc-2825	179	24	security	security	NOUN
sc-2825	179	25	attacks	attack	NOUN
sc-2825	179	26	.	.	PUNCT
sc-2825	180	1	in2016	in2016	PROPN
sc-2825	180	2	3rd	3rd	PROPN
sc-2825	180	3	international	international	ADJ
sc-2825	180	4	conference	conference	NOUN
sc-2825	180	5	on	on	ADP
sc-2825	180	6	electronic	electronic	ADJ
sc-2825	180	7	design	design	NOUN
sc-2825	180	8	(	(	PUNCT
sc-2825	180	9	iced	iced	ADJ
sc-2825	180	10	)	)	PUNCT
sc-2825	180	11	2016	2016	NUM
sc-2825	180	12	aug	aug	PROPN
sc-2825	180	13	11	11	NUM
sc-2825	180	14	(	(	PUNCT
sc-2825	180	15	pp	pp	ADJ
sc-2825	180	16	.	.	PUNCT
sc-2825	181	1	321	321	NUM
sc-2825	181	2	-	-	SYM
sc-2825	181	3	326	326	NUM
sc-2825	181	4	)	)	PUNCT
sc-2825	181	5	.	.	PUNCT
sc-2825	182	1	ieee	ieee	NOUN
sc-2825	182	2	.	.	PUNCT
sc-2825	183	1	[	[	X
sc-2825	183	2	11	11	NUM
sc-2825	183	3	]	]	PUNCT
sc-2825	183	4	chehida	chehida	PROPN
sc-2825	183	5	s	s	PROPN
sc-2825	183	6	,	,	PUNCT
sc-2825	183	7	baouya	baouya	PROPN
sc-2825	183	8	a	a	NOUN
sc-2825	183	9	,	,	PUNCT
sc-2825	183	10	bozga	bozga	PROPN
sc-2825	183	11	m	m	PROPN
sc-2825	183	12	,	,	PUNCT
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sc-2825	183	14	s.	s.	PROPN
sc-2825	183	15	exploration	exploration	PROPN
sc-2825	183	16	of	of	ADP
sc-2825	183	17	impactful	impactful	ADJ
sc-2825	183	18	countermeasures	countermeasure	NOUN
sc-2825	183	19	on	on	ADP
sc-2825	183	20	iot	iot	ADJ
sc-2825	183	21	attacks	attack	NOUN
sc-2825	183	22	.	.	PUNCT
sc-2825	184	1	in2020	in2020	PROPN
sc-2825	184	2	9th	9th	PROPN
sc-2825	184	3	mediterranean	mediterranean	PROPN
sc-2825	184	4	conference	conference	PROPN
sc-2825	184	5	on	on	ADP
sc-2825	184	6	embedded	embed	VERB
sc-2825	184	7	computing	computing	NOUN
sc-2825	184	8	(	(	PUNCT
sc-2825	184	9	meco	meco	PROPN
sc-2825	184	10	)	)	PUNCT
sc-2825	184	11	2020	2020	NUM
sc-2825	185	1	jun	jun	PROPN
sc-2825	185	2	8	8	NUM
sc-2825	185	3	(	(	PUNCT
sc-2825	185	4	pp	pp	ADJ
sc-2825	185	5	.	.	PUNCT
sc-2825	186	1	1	1	NUM
sc-2825	186	2	-	-	SYM
sc-2825	186	3	4	4	NUM
sc-2825	186	4	)	)	PUNCT
sc-2825	186	5	.	.	PUNCT
sc-2825	187	1	ieee	ieee	NOUN
sc-2825	187	2	.	.	PUNCT
sc-2825	188	1	[	[	X
sc-2825	188	2	12	12	NUM
sc-2825	188	3	]	]	X
sc-2825	188	4	tsiknas	tsiknas	PROPN
sc-2825	188	5	k	k	PROPN
sc-2825	188	6	,	,	PUNCT
sc-2825	188	7	taketzis	taketzis	NOUN
sc-2825	188	8	d	d	PROPN
sc-2825	188	9	,	,	PUNCT
sc-2825	188	10	demertzis	demertzis	PROPN
sc-2825	188	11	k	k	PROPN
sc-2825	188	12	,	,	PUNCT
sc-2825	188	13	skianis	skianis	PROPN
sc-2825	188	14	c.	c.	PROPN
sc-2825	188	15	cyber	cyber	PROPN
sc-2825	188	16	threats	threat	NOUN
sc-2825	188	17	to	to	ADP
sc-2825	188	18	industrial	industrial	ADJ
sc-2825	188	19	iot	iot	NOUN
sc-2825	188	20	:	:	PUNCT
sc-2825	188	21	a	a	DET
sc-2825	188	22	survey	survey	NOUN
sc-2825	188	23	on	on	ADP
sc-2825	188	24	attacks	attack	NOUN
sc-2825	188	25	and	and	CCONJ
sc-2825	188	26	countermeasures	countermeasure	NOUN
sc-2825	188	27	.	.	PUNCT
sc-2825	189	1	iot	iot	PROPN
sc-2825	189	2	.	.	PROPN
sc-2825	189	3	2021	2021	NUM
sc-2825	189	4	mar;2(1):163	mar;2(1):163	PROPN
sc-2825	189	5	-	-	SYM
sc-2825	189	6	86	86	NUM
sc-2825	189	7	.	.	PUNCT
sc-2825	190	1	eai	eai	PROPN
sc-2825	190	2	endorsed	endorse	VERB
sc-2825	190	3	transactions	transaction	NOUN
sc-2825	190	4	on	on	ADP
sc-2825	190	5	smart	smart	ADJ
sc-2825	190	6	cities	city	NOUN
sc-2825	190	7	01	01	NUM
sc-2825	190	8	2023	2023	NUM
sc-2825	190	9	03	03	NUM
sc-2825	190	10	2023	2023	NUM
sc-2825	190	11	|	|	NOUN
sc-2825	190	12	volume	volume	NOUN
sc-2825	190	13	7	7	NUM
sc-2825	190	14	|	|	NOUN
sc-2825	190	15	issue	issue	NOUN
sc-2825	190	16	1	1	NUM
sc-2825	190	17	|	|	ADV
sc-2825	190	18	e4	e4	PROPN
sc-2825	190	19	muhammad	muhammad	PROPN
sc-2825	190	20	yaseen	yaseen	PROPN
sc-2825	190	21	ayub	ayub	PROPN
sc-2825	190	22	,	,	PUNCT
sc-2825	190	23	et	et	PROPN
sc-2825	190	24	al	al	PROPN
sc-2825	190	25	.	.	PROPN
sc-2825	190	26	6	6	NUM
sc-2825	191	1	[	[	SYM
sc-2825	191	2	13	13	NUM
sc-2825	191	3	]	]	X
sc-2825	191	4	bagaa	bagaa	NOUN
sc-2825	191	5	m	m	PROPN
sc-2825	191	6	,	,	PUNCT
sc-2825	191	7	taleb	taleb	PROPN
sc-2825	191	8	t	t	PROPN
sc-2825	191	9	,	,	PUNCT
sc-2825	191	10	bernabe	bernabe	PROPN
sc-2825	191	11	jb	jb	PROPN
sc-2825	191	12	,	,	PUNCT
sc-2825	191	13	skarmeta	skarmeta	PROPN
sc-2825	191	14	a.	a.	NOUN
sc-2825	191	15	a	a	DET
sc-2825	191	16	machine	machine	NOUN
sc-2825	191	17	learning	learn	VERB
sc-2825	191	18	security	security	NOUN
sc-2825	191	19	framework	framework	NOUN
sc-2825	191	20	for	for	ADP
sc-2825	191	21	iot	iot	NOUN
sc-2825	191	22	systems	system	NOUN
sc-2825	191	23	.	.	PUNCT
sc-2825	192	1	ieee	ieee	NOUN
sc-2825	192	2	access	access	NOUN
sc-2825	192	3	.	.	PUNCT
sc-2825	193	1	2020	2020	NUM
sc-2825	193	2	may	may	AUX
sc-2825	193	3	21;8:114066	21;8:114066	PROPN
sc-2825	193	4	-	-	PUNCT
sc-2825	193	5	77	77	NUM
sc-2825	193	6	.	.	PUNCT
sc-2825	194	1	[	[	X
sc-2825	194	2	14	14	NUM
sc-2825	194	3	]	]	X
sc-2825	194	4	khan	khan	PROPN
sc-2825	194	5	iu	iu	PROPN
sc-2825	194	6	,	,	PUNCT
sc-2825	194	7	qureshi	qureshi	PROPN
sc-2825	194	8	i	i	PRON
sc-2825	194	9	m	m	PROPN
sc-2825	194	10	,	,	PUNCT
sc-2825	194	11	aziz	aziz	PROPN
sc-2825	194	12	ma	ma	PROPN
sc-2825	194	13	,	,	PUNCT
sc-2825	194	14	cheema	cheema	PROPN
sc-2825	194	15	ta	ta	PROPN
sc-2825	194	16	,	,	PUNCT
sc-2825	194	17	shah	shah	PROPN
sc-2825	194	18	sb	sb	PROPN
sc-2825	194	19	.	.	PROPN
sc-2825	194	20	smart	smart	ADJ
sc-2825	194	21	iot	iot	PROPN
sc-2825	194	22	control	control	NOUN
sc-2825	194	23	-	-	PUNCT
sc-2825	194	24	based	base	VERB
sc-2825	194	25	nature	nature	NOUN
sc-2825	194	26	inspired	inspire	VERB
sc-2825	194	27	energy	energy	NOUN
sc-2825	194	28	efficient	efficient	ADJ
sc-2825	194	29	routing	routing	NOUN
sc-2825	194	30	protocol	protocol	NOUN
sc-2825	194	31	for	for	ADP
sc-2825	194	32	flying	fly	VERB
sc-2825	194	33	ad	ad	NOUN
sc-2825	194	34	hoc	hoc	X
sc-2825	194	35	network	network	NOUN
sc-2825	194	36	(	(	PUNCT
sc-2825	194	37	fanet	fanet	NOUN
sc-2825	194	38	)	)	PUNCT
sc-2825	194	39	.	.	PUNCT
sc-2825	195	1	ieee	ieee	NOUN
sc-2825	195	2	access	access	NOUN
sc-2825	195	3	.	.	PUNCT
sc-2825	196	1	2020	2020	NUM
sc-2825	196	2	mar	mar	PROPN
sc-2825	196	3	18;8:56371	18;8:56371	NUM
sc-2825	196	4	-	-	SYM
sc-2825	196	5	8	8	NUM
sc-2825	196	6	.	.	PUNCT
sc-2825	197	1	[	[	X
sc-2825	197	2	15	15	NUM
sc-2825	197	3	]	]	X
sc-2825	197	4	khan	khan	PROPN
sc-2825	197	5	iu	iu	PROPN
sc-2825	197	6	,	,	PUNCT
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sc-2825	197	10	,	,	PUNCT
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sc-2825	197	13	,	,	PUNCT
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sc-2825	197	15	sa	sa	PROPN
sc-2825	197	16	,	,	PUNCT
sc-2825	197	17	qureshi	qureshi	PROPN
sc-2825	197	18	i	i	PRON
sc-2825	197	19	m	m	PROPN
sc-2825	197	20	,	,	PUNCT
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sc-2825	197	23	,	,	PUNCT
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sc-2825	197	25	shah	shah	PROPN
sc-2825	197	26	sb	sb	PROPN
sc-2825	197	27	.	.	PROPN
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sc-2825	197	29	based	base	VERB
sc-2825	197	30	optimization	optimization	NOUN
sc-2825	197	31	in	in	ADP
sc-2825	197	32	wireless	wireless	ADJ
sc-2825	197	33	communication	communication	NOUN
sc-2825	197	34	technologies	technology	NOUN
sc-2825	197	35	and	and	CCONJ
sc-2825	197	36	routing	route	VERB
sc-2825	197	37	techniques	technique	NOUN
sc-2825	197	38	using	use	VERB
sc-2825	197	39	internet	internet	NOUN
sc-2825	197	40	of	of	ADP
sc-2825	197	41	flying	fly	VERB
sc-2825	197	42	vehicles	vehicle	NOUN
sc-2825	197	43	.	.	PUNCT
sc-2825	198	1	inthe	inthe	DET
sc-2825	198	2	4th	4th	ADJ
sc-2825	198	3	international	international	ADJ
sc-2825	198	4	conference	conference	NOUN
sc-2825	198	5	on	on	ADP
sc-2825	198	6	future	future	ADJ
sc-2825	198	7	networks	network	NOUN
sc-2825	198	8	and	and	CCONJ
sc-2825	198	9	distributed	distribute	VERB
sc-2825	198	10	systems	system	NOUN
sc-2825	198	11	(	(	PUNCT
sc-2825	198	12	icfnds	icfnd	NOUN
sc-2825	198	13	)	)	PUNCT
sc-2825	198	14	2020	2020	NUM
sc-2825	198	15	nov	nov	PROPN
sc-2825	198	16	26	26	NUM
sc-2825	198	17	(	(	PUNCT
sc-2825	198	18	pp	pp	ADJ
sc-2825	198	19	.	.	PUNCT
sc-2825	199	1	1	1	NUM
sc-2825	199	2	-	-	SYM
sc-2825	199	3	6	6	NUM
sc-2825	199	4	)	)	PUNCT
sc-2825	199	5	.	.	PUNCT
sc-2825	200	1	[	[	X
sc-2825	200	2	16	16	NUM
sc-2825	200	3	]	]	X
sc-2825	200	4	khan	khan	PROPN
sc-2825	200	5	iu	iu	PROPN
sc-2825	200	6	,	,	PUNCT
sc-2825	200	7	abdollahi	abdollahi	PROPN
sc-2825	200	8	a	a	PROPN
sc-2825	200	9	,	,	PUNCT
sc-2825	200	10	jamil	jamil	PROPN
sc-2825	200	11	a	a	PROPN
sc-2825	200	12	,	,	PUNCT
sc-2825	200	13	baig	baig	PROPN
sc-2825	200	14	b	b	PROPN
sc-2825	200	15	,	,	PUNCT
sc-2825	200	16	aziz	aziz	PROPN
sc-2825	200	17	ma	ma	PROPN
sc-2825	200	18	,	,	PUNCT
sc-2825	200	19	subhan	subhan	PROPN
sc-2825	200	20	f.	f.	PROPN
sc-2825	200	21	a	a	DET
sc-2825	200	22	novel	novel	ADJ
sc-2825	200	23	design	design	NOUN
sc-2825	200	24	of	of	ADP
sc-2825	200	25	fanet	fanet	NOUN
sc-2825	200	26	routing	routing	NOUN
sc-2825	200	27	protocol	protocol	NOUN
sc-2825	200	28	aided	aid	VERB
sc-2825	200	29	5	5	NUM
sc-2825	200	30	g	g	NOUN
sc-2825	200	31	communication	communication	NOUN
sc-2825	200	32	using	use	VERB
sc-2825	200	33	iot	iot	PROPN
sc-2825	200	34	.	.	PROPN
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sc-2825	200	39	.	.	PUNCT
sc-2825	201	1	2022	2022	NUM
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sc-2825	201	4	-	-	SYM
sc-2825	201	5	54	54	NUM
sc-2825	201	6	.	.	PUNCT
sc-2825	202	1	[	[	X
sc-2825	202	2	17	17	NUM
sc-2825	202	3	]	]	X
sc-2825	202	4	khan	khan	PROPN
sc-2825	202	5	iu	iu	PROPN
sc-2825	202	6	,	,	PUNCT
sc-2825	202	7	alturki	alturki	NOUN
sc-2825	202	8	r	r	NOUN
sc-2825	202	9	,	,	PUNCT
sc-2825	202	10	alyamani	alyamani	PROPN
sc-2825	202	11	hj	hj	PROPN
sc-2825	202	12	,	,	PUNCT
sc-2825	202	13	ikram	ikram	PROPN
sc-2825	202	14	ma	ma	PROPN
sc-2825	202	15	,	,	PUNCT
sc-2825	202	16	aziz	aziz	PROPN
sc-2825	202	17	ma	ma	PROPN
sc-2825	202	18	,	,	PUNCT
sc-2825	202	19	hoang	hoang	PROPN
sc-2825	202	20	vt	vt	PROPN
sc-2825	202	21	,	,	PUNCT
sc-2825	202	22	cheema	cheema	PROPN
sc-2825	202	23	ta	ta	PROPN
sc-2825	202	24	.	.	PUNCT
sc-2825	202	25	rssi	rssi	NOUN
sc-2825	202	26	-	-	PUNCT
sc-2825	202	27	controlled	control	VERB
sc-2825	202	28	long	long	ADJ
sc-2825	202	29	-	-	PUNCT
sc-2825	202	30	range	range	NOUN
sc-2825	202	31	communication	communication	NOUN
sc-2825	202	32	in	in	ADP
sc-2825	202	33	secured	secured	ADJ
sc-2825	202	34	iot	iot	NOUN
sc-2825	202	35	-	-	PUNCT
sc-2825	202	36	enabled	enable	VERB
sc-2825	202	37	unmanned	unmanned	ADJ
sc-2825	202	38	aerial	aerial	ADJ
sc-2825	202	39	vehicles	vehicle	NOUN
sc-2825	202	40	.	.	PUNCT
sc-2825	203	1	mobile	mobile	ADJ
sc-2825	203	2	information	information	NOUN
sc-2825	203	3	systems	system	NOUN
sc-2825	203	4	.	.	PUNCT
sc-2825	204	1	2021	2021	NUM
sc-2825	204	2	mar	mar	PROPN
sc-2825	204	3	1;2021	1;2021	NUM
sc-2825	204	4	.	.	PUNCT
sc-2825	205	1	[	[	X
sc-2825	205	2	18	18	NUM
sc-2825	205	3	]	]	X
sc-2825	205	4	khan	khan	PROPN
sc-2825	205	5	iu	iu	PROPN
sc-2825	205	6	,	,	PUNCT
sc-2825	205	7	abdollahi	abdollahi	PROPN
sc-2825	205	8	a	a	PRON
sc-2825	205	9	,	,	PUNCT
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sc-2825	205	11	r	r	NOUN
sc-2825	205	12	,	,	PUNCT
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sc-2825	205	14	md	md	PROPN
sc-2825	205	15	,	,	PUNCT
sc-2825	205	16	ikram	ikram	PROPN
sc-2825	205	17	ma	ma	PROPN
sc-2825	205	18	,	,	PUNCT
sc-2825	205	19	alyamani	alyamani	PROPN
sc-2825	205	20	hj	hj	PROPN
sc-2825	205	21	,	,	PUNCT
sc-2825	205	22	khan	khan	PROPN
sc-2825	205	23	s.	s.	PROPN
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sc-2825	205	25	detection	detection	NOUN
sc-2825	205	26	system	system	NOUN
sc-2825	205	27	enabled	enable	VERB
sc-2825	205	28	attack	attack	NOUN
sc-2825	205	29	probability	probability	NOUN
sc-2825	205	30	using	use	VERB
sc-2825	205	31	markov	markov	NOUN
sc-2825	205	32	chain	chain	NOUN
sc-2825	205	33	in	in	ADP
sc-2825	205	34	aerial	aerial	ADJ
sc-2825	205	35	networks	network	NOUN
sc-2825	205	36	.	.	PUNCT
sc-2825	206	1	wireless	wireless	ADJ
sc-2825	206	2	communications	communication	NOUN
sc-2825	206	3	and	and	CCONJ
sc-2825	206	4	mobile	mobile	NOUN
sc-2825	206	5	computing	computing	NOUN
sc-2825	206	6	.	.	PUNCT
sc-2825	207	1	2021	2021	NUM
sc-2825	207	2	sep	sep	PROPN
sc-2825	207	3	9;2021	9;2021	NUM
sc-2825	207	4	.	.	PUNCT
sc-2825	208	1	[	[	X
sc-2825	208	2	19	19	NUM
sc-2825	208	3	]	]	X
sc-2825	208	4	abdollahi	abdollahi	NOUN
sc-2825	208	5	a	a	PROPN
sc-2825	208	6	,	,	PUNCT
sc-2825	208	7	fathi	fathi	PROPN
sc-2825	208	8	m.	m.	PROPN
sc-2825	208	9	an	an	DET
sc-2825	208	10	intrusion	intrusion	NOUN
sc-2825	208	11	detection	detection	NOUN
sc-2825	208	12	system	system	NOUN
sc-2825	208	13	on	on	ADP
sc-2825	208	14	ping	ping	NOUN
sc-2825	208	15	of	of	ADP
sc-2825	208	16	death	death	NOUN
sc-2825	208	17	attacks	attack	NOUN
sc-2825	208	18	in	in	ADP
sc-2825	208	19	iot	iot	PROPN
sc-2825	208	20	networks	network	NOUN
sc-2825	208	21	.	.	PUNCT
sc-2825	209	1	wireless	wireless	ADJ
sc-2825	209	2	personal	personal	ADJ
sc-2825	209	3	communications	communication	NOUN
sc-2825	209	4	.	.	PUNCT
sc-2825	210	1	2020	2020	NUM
sc-2825	210	2	jun;112(4):2057	jun;112(4):2057	NOUN
sc-2825	210	3	-	-	PUNCT
sc-2825	210	4	70	70	NUM
sc-2825	210	5	.	.	PUNCT
sc-2825	211	1	[	[	X
sc-2825	211	2	20	20	NUM
sc-2825	211	3	]	]	PUNCT
sc-2825	211	4	sherasiya	sherasiya	PROPN
sc-2825	211	5	t	t	PROPN
sc-2825	211	6	,	,	PUNCT
sc-2825	211	7	upadhyay	upadhyay	PROPN
sc-2825	211	8	h.	h.	PROPN
sc-2825	211	9	intrusion	intrusion	PROPN
sc-2825	211	10	detection	detection	NOUN
sc-2825	211	11	system	system	NOUN
sc-2825	211	12	for	for	ADP
sc-2825	211	13	internet	internet	NOUN
sc-2825	211	14	of	of	ADP
sc-2825	211	15	things	thing	NOUN
sc-2825	211	16	.	.	PUNCT
sc-2825	212	1	int	int	NOUN
sc-2825	212	2	.	.	PUNCT
sc-2825	213	1	j.	j.	PROPN
sc-2825	213	2	adv	adv	PROPN
sc-2825	213	3	.	.	PUNCT
sc-2825	214	1	res	re	NOUN
sc-2825	214	2	.	.	PUNCT
sc-2825	215	1	innov	innov	PROPN
sc-2825	215	2	.	.	PUNCT
sc-2825	216	1	ideas	idea	NOUN
sc-2825	216	2	educ.(ijariie	educ.(ijariie	NOUN
sc-2825	216	3	)	)	PUNCT
sc-2825	216	4	.	.	PUNCT
sc-2825	217	1	2016;2(3	2016;2(3	NUM
sc-2825	217	2	)	)	PUNCT
sc-2825	217	3	.	.	PUNCT
sc-2825	218	1	[	[	X
sc-2825	218	2	21	21	NUM
sc-2825	218	3	]	]	X
sc-2825	218	4	hodo	hodo	NOUN
sc-2825	218	5	e	e	NOUN
sc-2825	218	6	,	,	PUNCT
sc-2825	218	7	bellekens	belleken	VERB
sc-2825	218	8	x	x	SYM
sc-2825	218	9	,	,	PUNCT
sc-2825	218	10	hamilton	hamilton	PROPN
sc-2825	218	11	a	a	PROPN
sc-2825	218	12	,	,	PUNCT
sc-2825	218	13	dubouilh	dubouilh	PROPN
sc-2825	218	14	pl	pl	PROPN
sc-2825	218	15	,	,	PUNCT
sc-2825	218	16	iorkyase	iorkyase	NOUN
sc-2825	218	17	e	e	NOUN
sc-2825	218	18	,	,	PUNCT
sc-2825	218	19	tachtatzis	tachtatzis	NOUN
sc-2825	218	20	c	c	PROPN
sc-2825	218	21	,	,	PUNCT
sc-2825	218	22	atkinson	atkinson	PROPN
sc-2825	218	23	r.	r.	PROPN
sc-2825	218	24	threat	threat	PROPN
sc-2825	218	25	analysis	analysis	NOUN
sc-2825	218	26	of	of	ADP
sc-2825	218	27	iot	iot	ADJ
sc-2825	218	28	networks	network	NOUN
sc-2825	218	29	using	use	VERB
sc-2825	218	30	artificial	artificial	ADJ
sc-2825	218	31	neural	neural	ADJ
sc-2825	218	32	network	network	NOUN
sc-2825	218	33	intrusion	intrusion	NOUN
sc-2825	218	34	detection	detection	NOUN
sc-2825	218	35	system	system	NOUN
sc-2825	218	36	.	.	PUNCT
sc-2825	219	1	in2016	in2016	PROPN
sc-2825	219	2	international	international	ADJ
sc-2825	219	3	symposium	symposium	NOUN
sc-2825	219	4	on	on	ADP
sc-2825	219	5	networks	network	NOUN
sc-2825	219	6	,	,	PUNCT
sc-2825	219	7	computers	computer	NOUN
sc-2825	219	8	and	and	CCONJ
sc-2825	219	9	communications	communication	NOUN
sc-2825	219	10	(	(	PUNCT
sc-2825	219	11	isncc	isncc	ADJ
sc-2825	219	12	)	)	PUNCT
sc-2825	219	13	2016	2016	NUM
sc-2825	219	14	may	may	AUX
sc-2825	219	15	11	11	NUM
sc-2825	219	16	(	(	PUNCT
sc-2825	219	17	pp	pp	ADJ
sc-2825	219	18	.	.	PUNCT
sc-2825	220	1	1	1	NUM
sc-2825	220	2	-	-	SYM
sc-2825	220	3	6	6	NUM
sc-2825	220	4	)	)	PUNCT
sc-2825	220	5	.	.	PUNCT
sc-2825	221	1	ieee	ieee	NOUN
sc-2825	221	2	.	.	PUNCT
sc-2825	222	1	[	[	X
sc-2825	222	2	22	22	NUM
sc-2825	222	3	]	]	X
sc-2825	222	4	roopak	roopak	PROPN
sc-2825	222	5	m	m	PROPN
sc-2825	222	6	,	,	PUNCT
sc-2825	222	7	tian	tian	PROPN
sc-2825	222	8	gy	gy	PROPN
sc-2825	222	9	,	,	PUNCT
sc-2825	222	10	chambers	chambers	PROPN
sc-2825	222	11	j.	j.	PROPN
sc-2825	222	12	an	an	DET
sc-2825	222	13	intrusion	intrusion	NOUN
sc-2825	222	14	detection	detection	NOUN
sc-2825	222	15	system	system	NOUN
sc-2825	222	16	against	against	ADP
sc-2825	222	17	ddos	ddos	NOUN
sc-2825	222	18	attacks	attack	NOUN
sc-2825	222	19	in	in	ADP
sc-2825	222	20	iot	iot	PROPN
sc-2825	222	21	networks	network	NOUN
sc-2825	222	22	.	.	PUNCT
sc-2825	223	1	in2020	in2020	PROPN
sc-2825	223	2	10th	10th	PROPN
sc-2825	223	3	annual	annual	ADJ
sc-2825	223	4	computing	computing	NOUN
sc-2825	223	5	and	and	CCONJ
sc-2825	223	6	communication	communication	NOUN
sc-2825	223	7	workshop	workshop	NOUN
sc-2825	223	8	and	and	CCONJ
sc-2825	223	9	conference	conference	NOUN
sc-2825	223	10	(	(	PUNCT
sc-2825	223	11	ccwc	ccwc	PROPN
sc-2825	223	12	)	)	PUNCT
sc-2825	223	13	2020	2020	NUM
sc-2825	223	14	jan	jan	PROPN
sc-2825	223	15	6	6	NUM
sc-2825	223	16	(	(	PUNCT
sc-2825	223	17	pp	pp	ADJ
sc-2825	223	18	.	.	PUNCT
sc-2825	223	19	0562	0562	NUM
sc-2825	223	20	-	-	SYM
sc-2825	223	21	0567	0567	NUM
sc-2825	223	22	)	)	PUNCT
sc-2825	223	23	.	.	PUNCT
sc-2825	224	1	ieee	ieee	NOUN
sc-2825	224	2	.	.	PUNCT
sc-2825	225	1	[	[	X
sc-2825	225	2	23	23	NUM
sc-2825	225	3	]	]	PUNCT
sc-2825	225	4	jan	jan	PROPN
sc-2825	225	5	su	su	PROPN
sc-2825	225	6	,	,	PUNCT
sc-2825	225	7	ahmed	ahmed	PROPN
sc-2825	225	8	s	s	PROPN
sc-2825	225	9	,	,	PUNCT
sc-2825	225	10	shakhov	shakhov	PROPN
sc-2825	225	11	v	v	PROPN
sc-2825	225	12	,	,	PUNCT
sc-2825	225	13	koo	koo	PROPN
sc-2825	225	14	i.	i.	PROPN
sc-2825	225	15	toward	toward	ADP
sc-2825	225	16	a	a	DET
sc-2825	225	17	lightweight	lightweight	ADJ
sc-2825	225	18	intrusion	intrusion	NOUN
sc-2825	225	19	detection	detection	NOUN
sc-2825	225	20	system	system	NOUN
sc-2825	225	21	for	for	ADP
sc-2825	225	22	the	the	DET
sc-2825	225	23	internet	internet	NOUN
sc-2825	225	24	of	of	ADP
sc-2825	225	25	things	thing	NOUN
sc-2825	225	26	.	.	PUNCT
sc-2825	226	1	ieee	ieee	NOUN
sc-2825	226	2	access	access	NOUN
sc-2825	226	3	.	.	PUNCT
sc-2825	227	1	2019	2019	NUM
sc-2825	227	2	mar	mar	PROPN
sc-2825	227	3	28;7:42450	28;7:42450	PROPN
sc-2825	227	4	-	-	SYM
sc-2825	227	5	71	71	NUM
sc-2825	227	6	.	.	PUNCT
sc-2825	228	1	[	[	X
sc-2825	228	2	24	24	NUM
sc-2825	228	3	]	]	X
sc-2825	228	4	ramadan	ramadan	PROPN
sc-2825	228	5	ra	ra	PROPN
sc-2825	228	6	,	,	PUNCT
sc-2825	228	7	yadav	yadav	PROPN
sc-2825	228	8	k.	k.	PROPN
sc-2825	228	9	a	a	DET
sc-2825	228	10	novel	novel	ADJ
sc-2825	228	11	hybrid	hybrid	NOUN
sc-2825	228	12	intrusion	intrusion	NOUN
sc-2825	228	13	detection	detection	NOUN
sc-2825	228	14	system	system	NOUN
sc-2825	228	15	(	(	PUNCT
sc-2825	228	16	ids	id	NOUN
sc-2825	228	17	)	)	PUNCT
sc-2825	228	18	for	for	ADP
sc-2825	228	19	the	the	DET
sc-2825	228	20	detection	detection	NOUN
sc-2825	228	21	of	of	ADP
sc-2825	228	22	internet	internet	NOUN
sc-2825	228	23	of	of	ADP
sc-2825	228	24	things	thing	NOUN
sc-2825	228	25	(	(	PUNCT
sc-2825	228	26	iot	iot	NOUN
sc-2825	228	27	)	)	PUNCT
sc-2825	228	28	network	network	NOUN
sc-2825	228	29	attacks	attack	NOUN
sc-2825	228	30	.	.	PUNCT
sc-2825	229	1	annals	annal	NOUN
sc-2825	229	2	of	of	ADP
sc-2825	229	3	emerging	emerge	VERB
sc-2825	229	4	technologies	technology	NOUN
sc-2825	229	5	in	in	ADP
sc-2825	229	6	computing	compute	VERB
sc-2825	229	7	(	(	PUNCT
sc-2825	229	8	aetic	aetic	ADJ
sc-2825	229	9	)	)	PUNCT
sc-2825	229	10	,	,	PUNCT
sc-2825	229	11	print	print	NOUN
sc-2825	229	12	issn	issn	PROPN
sc-2825	229	13	.	.	PUNCT
sc-2825	229	14	2020	2020	NUM
sc-2825	229	15	dec	dec	PROPN
sc-2825	229	16	20:2516	20:2516	NUM
sc-2825	229	17	-	-	SYM
sc-2825	229	18	0281	0281	NUM
sc-2825	229	19	.	.	PUNCT
sc-2825	230	1	[	[	X
sc-2825	230	2	25	25	NUM
sc-2825	230	3	]	]	X
sc-2825	230	4	ramadan	ramadan	PROPN
sc-2825	230	5	ra	ra	PROPN
sc-2825	230	6	,	,	PUNCT
sc-2825	230	7	yadav	yadav	PROPN
sc-2825	230	8	k.	k.	PROPN
sc-2825	230	9	a	a	DET
sc-2825	230	10	novel	novel	ADJ
sc-2825	230	11	hybrid	hybrid	NOUN
sc-2825	230	12	intrusion	intrusion	NOUN
sc-2825	230	13	detection	detection	NOUN
sc-2825	230	14	system	system	NOUN
sc-2825	230	15	(	(	PUNCT
sc-2825	230	16	ids	id	NOUN
sc-2825	230	17	)	)	PUNCT
sc-2825	230	18	for	for	ADP
sc-2825	230	19	the	the	DET
sc-2825	230	20	detection	detection	NOUN
sc-2825	230	21	of	of	ADP
sc-2825	230	22	internet	internet	NOUN
sc-2825	230	23	of	of	ADP
sc-2825	230	24	things	thing	NOUN
sc-2825	230	25	(	(	PUNCT
sc-2825	230	26	iot	iot	NOUN
sc-2825	230	27	)	)	PUNCT
sc-2825	230	28	network	network	NOUN
sc-2825	230	29	attacks	attack	NOUN
sc-2825	230	30	.	.	PUNCT
sc-2825	231	1	annals	annal	NOUN
sc-2825	231	2	of	of	ADP
sc-2825	231	3	emerging	emerge	VERB
sc-2825	231	4	technologies	technology	NOUN
sc-2825	231	5	in	in	ADP
sc-2825	231	6	computing	compute	VERB
sc-2825	231	7	(	(	PUNCT
sc-2825	231	8	aetic	aetic	ADJ
sc-2825	231	9	)	)	PUNCT
sc-2825	231	10	,	,	PUNCT
sc-2825	231	11	print	print	NOUN
sc-2825	231	12	issn	issn	PROPN
sc-2825	231	13	.	.	PUNCT
sc-2825	231	14	2020	2020	NUM
sc-2825	231	15	dec	dec	PROPN
sc-2825	231	16	20:2516	20:2516	NUM
sc-2825	231	17	-	-	SYM
sc-2825	231	18	0281	0281	NUM
sc-2825	231	19	.	.	PUNCT
sc-2825	232	1	[	[	X
sc-2825	232	2	26	26	NUM
sc-2825	232	3	]	]	X
sc-2825	232	4	abdollahi	abdollahi	NOUN
sc-2825	232	5	a	a	PROPN
sc-2825	232	6	,	,	PUNCT
sc-2825	232	7	fathi	fathi	PROPN
sc-2825	232	8	m.	m.	PROPN
sc-2825	232	9	an	an	DET
sc-2825	232	10	intrusion	intrusion	NOUN
sc-2825	232	11	detection	detection	NOUN
sc-2825	232	12	system	system	NOUN
sc-2825	232	13	on	on	ADP
sc-2825	232	14	ping	ping	NOUN
sc-2825	232	15	of	of	ADP
sc-2825	232	16	death	death	NOUN
sc-2825	232	17	attacks	attack	NOUN
sc-2825	232	18	in	in	ADP
sc-2825	232	19	iot	iot	PROPN
sc-2825	232	20	networks	network	NOUN
sc-2825	232	21	.	.	PUNCT
sc-2825	233	1	wireless	wireless	ADJ
sc-2825	233	2	personal	personal	ADJ
sc-2825	233	3	communications	communication	NOUN
sc-2825	233	4	.	.	PUNCT
sc-2825	234	1	2020	2020	NUM
sc-2825	234	2	jun;112(4):2057	jun;112(4):2057	NOUN
sc-2825	234	3	-	-	PUNCT
sc-2825	234	4	70	70	NUM
sc-2825	234	5	.	.	PUNCT
sc-2825	235	1	[	[	X
sc-2825	235	2	27	27	NUM
sc-2825	235	3	]	]	PUNCT
sc-2825	235	4	khraisat	khraisat	NOUN
sc-2825	235	5	a	a	PRON
sc-2825	235	6	,	,	PUNCT
sc-2825	235	7	gondal	gondal	NOUN
sc-2825	235	8	i	i	PRON
sc-2825	235	9	,	,	PUNCT
sc-2825	235	10	vamplew	vamplew	NOUN
sc-2825	235	11	p	p	X
sc-2825	235	12	,	,	PUNCT
sc-2825	235	13	kamruzzaman	kamruzzaman	PROPN
sc-2825	235	14	j	j	PROPN
sc-2825	235	15	,	,	PUNCT
sc-2825	235	16	alazab	alazab	ADP
sc-2825	235	17	a.	a.	NOUN
sc-2825	235	18	a	a	DET
sc-2825	235	19	novel	novel	NOUN
sc-2825	235	20	ensemble	ensemble	ADJ
sc-2825	235	21	of	of	ADP
sc-2825	235	22	hybrid	hybrid	ADJ
sc-2825	235	23	intrusion	intrusion	NOUN
sc-2825	235	24	detection	detection	NOUN
sc-2825	235	25	system	system	NOUN
sc-2825	235	26	for	for	ADP
sc-2825	235	27	detecting	detect	VERB
sc-2825	235	28	internet	internet	NOUN
sc-2825	235	29	of	of	ADP
sc-2825	235	30	things	thing	NOUN
sc-2825	235	31	attacks	attack	NOUN
sc-2825	235	32	.	.	PUNCT
sc-2825	236	1	electronics	electronic	NOUN
sc-2825	236	2	.	.	PUNCT
sc-2825	237	1	2019	2019	NUM
sc-2825	237	2	oct	oct	NOUN
sc-2825	237	3	23;8(11):1210	23;8(11):1210	NUM
sc-2825	237	4	.	.	PUNCT
sc-2825	238	1	[	[	X
sc-2825	238	2	28	28	NUM
sc-2825	238	3	]	]	PUNCT
sc-2825	238	4	attia	attia	PROPN
sc-2825	238	5	tm	tm	PROPN
sc-2825	238	6	.	.	PROPN
sc-2825	238	7	challenges	challenge	NOUN
sc-2825	238	8	and	and	CCONJ
sc-2825	238	9	opportunities	opportunity	NOUN
sc-2825	238	10	in	in	ADP
sc-2825	238	11	the	the	DET
sc-2825	238	12	future	future	ADJ
sc-2825	238	13	applications	application	NOUN
sc-2825	238	14	of	of	ADP
sc-2825	238	15	iot	iot	NOUN
sc-2825	238	16	technology	technology	NOUN
sc-2825	238	17	.	.	PUNCT
sc-2825	239	1	[	[	X
sc-2825	239	2	29	29	NUM
sc-2825	239	3	]	]	X
sc-2825	239	4	rizwan	rizwan	PROPN
sc-2825	239	5	,	,	PUNCT
sc-2825	239	6	p.	p.	PROPN
sc-2825	239	7	,	,	PUNCT
sc-2825	239	8	suresh	suresh	PROPN
sc-2825	239	9	,	,	PUNCT
sc-2825	239	10	k.	k.	PROPN
sc-2825	239	11	and	and	CCONJ
sc-2825	239	12	babu	babu	PROPN
sc-2825	239	13	,	,	PUNCT
sc-2825	239	14	m.r	m.r	PROPN
sc-2825	239	15	.	.	PROPN
sc-2825	239	16	,	,	PUNCT
sc-2825	239	17	2016	2016	NUM
sc-2825	239	18	,	,	PUNCT
sc-2825	239	19	october	october	PROPN
sc-2825	239	20	.	.	PUNCT
sc-2825	240	1	real	real	ADJ
sc-2825	240	2	-	-	PUNCT
sc-2825	240	3	time	time	NOUN
sc-2825	240	4	smart	smart	ADJ
sc-2825	240	5	traffic	traffic	NOUN
sc-2825	240	6	management	management	NOUN
sc-2825	240	7	system	system	NOUN
sc-2825	240	8	for	for	ADP
sc-2825	240	9	smart	smart	ADJ
sc-2825	240	10	cities	city	NOUN
sc-2825	240	11	by	by	ADP
sc-2825	240	12	using	use	VERB
sc-2825	240	13	internet	internet	NOUN
sc-2825	240	14	of	of	ADP
sc-2825	240	15	things	thing	NOUN
sc-2825	240	16	and	and	CCONJ
sc-2825	240	17	big	big	ADJ
sc-2825	240	18	data	datum	NOUN
sc-2825	240	19	.	.	PUNCT
sc-2825	241	1	in	in	ADP
sc-2825	241	2	2016	2016	NUM
sc-2825	241	3	international	international	ADJ
sc-2825	241	4	conference	conference	NOUN
sc-2825	241	5	on	on	ADP
sc-2825	241	6	emerging	emerge	VERB
sc-2825	241	7	technological	technological	ADJ
sc-2825	241	8	trends	trend	NOUN
sc-2825	241	9	(	(	PUNCT
sc-2825	241	10	icett	icett	NOUN
sc-2825	241	11	)	)	PUNCT
sc-2825	241	12	(	(	PUNCT
sc-2825	241	13	pp	pp	X
sc-2825	241	14	.	.	PUNCT
sc-2825	242	1	1	1	NUM
sc-2825	242	2	-	-	SYM
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sc-2825	242	5	.	.	PUNCT
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sc-2825	247	22	.	.	PUNCT
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sc-2825	249	5	,	,	PUNCT
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sc-2825	258	2	-	-	SYM
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sc-2825	262	2	-	-	SYM
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sc-2825	265	11	(	(	PUNCT
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sc-2825	271	2	38	38	NUM
sc-2825	271	3	]	]	X
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sc-2825	273	2	-	-	SYM
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sc-2825	275	23	fa	fa	PROPN
sc-2825	275	24	.	.	PUNCT
sc-2825	275	25	blockchain	blockchain	PROPN
sc-2825	275	26	and	and	CCONJ
sc-2825	275	27	random	random	ADJ
sc-2825	275	28	subspace	subspace	NOUN
sc-2825	275	29	learning	learning	NOUN
sc-2825	275	30	-	-	PUNCT
sc-2825	275	31	based	base	VERB
sc-2825	275	32	ids	id	NOUN
sc-2825	275	33	for	for	ADP
sc-2825	275	34	sdn	sdn	NOUN
sc-2825	275	35	-	-	PUNCT
sc-2825	275	36	enabled	enable	VERB
sc-2825	275	37	industrial	industrial	ADJ
sc-2825	275	38	iot	iot	NOUN
sc-2825	275	39	security	security	NOUN
sc-2825	275	40	.	.	PUNCT
sc-2825	276	1	sensors	sensor	NOUN
sc-2825	276	2	.	.	PUNCT
sc-2825	277	1	2019	2019	NUM
sc-2825	277	2	jul	jul	PROPN
sc-2825	277	3	15;19(14):3119	15;19(14):3119	NUM
sc-2825	277	4	.	.	PUNCT
sc-2825	278	1	[	[	X
sc-2825	278	2	40	40	NUM
sc-2825	278	3	]	]	PUNCT
sc-2825	278	4	ullah	ullah	PROPN
sc-2825	278	5	s	s	PROPN
sc-2825	278	6	,	,	PUNCT
sc-2825	278	7	khan	khan	PROPN
sc-2825	278	8	ma	ma	PROPN
sc-2825	278	9	,	,	PUNCT
sc-2825	278	10	ahmad	ahmad	PROPN
sc-2825	278	11	j	j	PROPN
sc-2825	278	12	,	,	PUNCT
sc-2825	278	13	jamal	jamal	PROPN
sc-2825	278	14	ss	ss	PROPN
sc-2825	278	15	,	,	PUNCT
sc-2825	278	16	e	e	PROPN
sc-2825	278	17	huma	huma	PROPN
sc-2825	278	18	z	z	PROPN
sc-2825	278	19	,	,	PUNCT
sc-2825	278	20	hassan	hassan	PROPN
sc-2825	278	21	mt	mt	PROPN
sc-2825	278	22	,	,	PUNCT
sc-2825	278	23	pitropakis	pitropakis	PROPN
sc-2825	278	24	n	n	CCONJ
sc-2825	278	25	,	,	PUNCT
sc-2825	278	26	buchanan	buchanan	PROPN
sc-2825	278	27	wj	wj	PROPN
sc-2825	278	28	.	.	PUNCT
sc-2825	279	1	hdl	hdl	PROPN
sc-2825	279	2	-	-	PUNCT
sc-2825	279	3	ids	ids	PROPN
sc-2825	279	4	:	:	PUNCT
sc-2825	279	5	a	a	DET
sc-2825	279	6	hybrid	hybrid	ADJ
sc-2825	279	7	deep	deep	ADJ
sc-2825	279	8	learning	learning	NOUN
sc-2825	279	9	architecture	architecture	NOUN
sc-2825	279	10	for	for	ADP
sc-2825	279	11	intrusion	intrusion	NOUN
sc-2825	279	12	detection	detection	NOUN
sc-2825	279	13	in	in	ADP
sc-2825	279	14	the	the	DET
sc-2825	279	15	internet	internet	NOUN
sc-2825	279	16	of	of	ADP
sc-2825	279	17	vehicles	vehicle	NOUN
sc-2825	279	18	.	.	PUNCT
sc-2825	280	1	sensors	sensor	NOUN
sc-2825	280	2	.	.	PUNCT
sc-2825	281	1	2022	2022	NUM
sc-2825	281	2	feb	feb	PROPN
sc-2825	281	3	10;22(4):1340	10;22(4):1340	NUM
sc-2825	281	4	.	.	PUNCT
sc-2825	282	1	[	[	X
sc-2825	282	2	41	41	NUM
sc-2825	282	3	]	]	X
sc-2825	282	4	hussein	hussein	PROPN
sc-2825	282	5	ay	ay	PROPN
sc-2825	282	6	,	,	PUNCT
sc-2825	282	7	falcarin	falcarin	NOUN
sc-2825	282	8	p	p	NOUN
sc-2825	282	9	,	,	PUNCT
sc-2825	282	10	sadiq	sadiq	PROPN
sc-2825	282	11	at	at	ADP
sc-2825	282	12	.	.	PROPN
sc-2825	282	13	enhancement	enhancement	NOUN
sc-2825	282	14	performance	performance	NOUN
sc-2825	282	15	of	of	ADP
sc-2825	282	16	random	random	ADJ
sc-2825	282	17	forest	forest	NOUN
sc-2825	282	18	algorithm	algorithm	NOUN
sc-2825	282	19	via	via	ADP
sc-2825	282	20	one	one	NUM
sc-2825	282	21	hot	hot	ADJ
sc-2825	282	22	encoding	encoding	NOUN
sc-2825	282	23	for	for	ADP
sc-2825	282	24	iot	iot	ADJ
sc-2825	282	25	ids	id	NOUN
sc-2825	282	26	.	.	PUNCT
sc-2825	283	1	periodicals	periodical	NOUN
sc-2825	283	2	of	of	ADP
sc-2825	283	3	engineering	engineering	NOUN
sc-2825	283	4	and	and	CCONJ
sc-2825	283	5	natural	natural	ADJ
sc-2825	283	6	sciences	science	NOUN
sc-2825	283	7	(	(	PUNCT
sc-2825	283	8	pen	pen	NOUN
sc-2825	283	9	)	)	PUNCT
sc-2825	283	10	.	.	PUNCT
sc-2825	284	1	2021	2021	NUM
sc-2825	284	2	aug	aug	PROPN
sc-2825	284	3	11;9(3):579	11;9(3):579	NUM
sc-2825	284	4	-	-	SYM
sc-2825	284	5	91	91	NUM
sc-2825	284	6	.	.	PUNCT
sc-2825	285	1	[	[	X
sc-2825	285	2	42	42	NUM
sc-2825	285	3	]	]	X
sc-2825	285	4	zolanvari	zolanvari	PROPN
sc-2825	285	5	m	m	PROPN
sc-2825	285	6	,	,	PUNCT
sc-2825	285	7	teixeira	teixeira	PROPN
sc-2825	285	8	ma	ma	PROPN
sc-2825	285	9	,	,	PUNCT
sc-2825	285	10	gupta	gupta	PROPN
sc-2825	285	11	l	l	PROPN
sc-2825	285	12	,	,	PUNCT
sc-2825	285	13	khan	khan	PROPN
sc-2825	285	14	km	km	PROPN
sc-2825	285	15	,	,	PUNCT
sc-2825	285	16	jain	jain	PROPN
sc-2825	285	17	r.	r.	PROPN
sc-2825	285	18	machine	machine	PROPN
sc-2825	285	19	learning	learning	NOUN
sc-2825	285	20	-	-	PUNCT
sc-2825	285	21	based	base	VERB
sc-2825	285	22	network	network	NOUN
sc-2825	285	23	vulnerability	vulnerability	NOUN
sc-2825	285	24	analysis	analysis	NOUN
sc-2825	285	25	of	of	ADP
sc-2825	285	26	industrial	industrial	ADJ
sc-2825	285	27	internet	internet	NOUN
sc-2825	285	28	of	of	ADP
sc-2825	285	29	things	thing	NOUN
sc-2825	285	30	.	.	PUNCT
sc-2825	286	1	ieee	ieee	PROPN
sc-2825	286	2	internet	internet	NOUN
sc-2825	286	3	of	of	ADP
sc-2825	286	4	things	thing	NOUN
sc-2825	286	5	journal	journal	NOUN
sc-2825	286	6	.	.	PUNCT
sc-2825	287	1	2019	2019	NUM
sc-2825	287	2	apr	apr	NOUN
sc-2825	287	3	18;6(4):6822	18;6(4):6822	NUM
sc-2825	287	4	-	-	PUNCT
sc-2825	287	5	34	34	NUM
sc-2825	287	6	.	.	PUNCT
sc-2825	288	1	[	[	X
sc-2825	288	2	43	43	NUM
sc-2825	288	3	]	]	X
sc-2825	288	4	wang	wang	PROPN
sc-2825	288	5	g	g	PROPN
sc-2825	288	6	,	,	PUNCT
sc-2825	288	7	hao	hao	PROPN
sc-2825	288	8	j	j	PROPN
sc-2825	288	9	,	,	PUNCT
sc-2825	288	10	ma	ma	PROPN
sc-2825	288	11	j	j	PROPN
sc-2825	288	12	,	,	PUNCT
sc-2825	288	13	huang	huang	PROPN
sc-2825	288	14	l.	l.	PROPN
sc-2825	288	15	a	a	DET
sc-2825	288	16	new	new	ADJ
sc-2825	288	17	approach	approach	NOUN
sc-2825	288	18	to	to	ADP
sc-2825	288	19	intrusion	intrusion	NOUN
sc-2825	288	20	detection	detection	NOUN
sc-2825	288	21	using	use	VERB
sc-2825	288	22	artificial	artificial	ADJ
sc-2825	288	23	neural	neural	ADJ
sc-2825	288	24	networks	network	NOUN
sc-2825	288	25	and	and	CCONJ
sc-2825	288	26	fuzzy	fuzzy	ADJ
sc-2825	288	27	clustering	clustering	NOUN
sc-2825	288	28	.	.	PUNCT
sc-2825	289	1	expert	expert	NOUN
sc-2825	289	2	systems	system	NOUN
sc-2825	289	3	with	with	ADP
sc-2825	289	4	applications	application	NOUN
sc-2825	289	5	.	.	PUNCT
sc-2825	290	1	2010	2010	NUM
sc-2825	290	2	sep	sep	NOUN
sc-2825	290	3	1;37(9):6225	1;37(9):6225	NUM
sc-2825	290	4	-	-	SYM
sc-2825	290	5	32	32	NUM
sc-2825	290	6	.	.	PUNCT
sc-2825	291	1	[	[	X
sc-2825	291	2	44	44	NUM
sc-2825	291	3	]	]	PUNCT
sc-2825	291	4	chahal	chahal	PROPN
sc-2825	291	5	jk	jk	PROPN
sc-2825	291	6	,	,	PUNCT
sc-2825	291	7	gandhi	gandhi	PROPN
sc-2825	291	8	v	v	PROPN
sc-2825	291	9	,	,	PUNCT
sc-2825	291	10	kaushal	kaushal	PROPN
sc-2825	291	11	p	p	PROPN
sc-2825	291	12	,	,	PUNCT
sc-2825	291	13	ramkumar	ramkumar	PROPN
sc-2825	291	14	kr	kr	PROPN
sc-2825	291	15	,	,	PUNCT
sc-2825	291	16	kaur	kaur	PROPN
sc-2825	291	17	a	a	X
sc-2825	291	18	,	,	PUNCT
sc-2825	291	19	mittal	mittal	PROPN
sc-2825	291	20	s.	s.	PROPN
sc-2825	291	21	kas	kas	PROPN
sc-2825	291	22	-	-	PUNCT
sc-2825	291	23	ids	ids	PROPN
sc-2825	291	24	:	:	PUNCT
sc-2825	291	25	a	a	DET
sc-2825	291	26	machine	machine	NOUN
sc-2825	291	27	learning	learn	VERB
sc-2825	291	28	based	base	VERB
sc-2825	291	29	intrusion	intrusion	NOUN
sc-2825	291	30	detection	detection	NOUN
sc-2825	291	31	system	system	NOUN
sc-2825	291	32	.	.	PUNCT
sc-2825	292	1	in2021	in2021	PROPN
sc-2825	292	2	6th	6th	ADJ
sc-2825	292	3	international	international	ADJ
sc-2825	292	4	conference	conference	NOUN
sc-2825	292	5	on	on	ADP
sc-2825	292	6	signal	signal	ADJ
sc-2825	292	7	processing	processing	NOUN
sc-2825	292	8	,	,	PUNCT
sc-2825	292	9	computing	computing	NOUN
sc-2825	292	10	and	and	CCONJ
sc-2825	292	11	control	control	NOUN
sc-2825	292	12	(	(	PUNCT
sc-2825	292	13	ispcc	ispcc	NOUN
sc-2825	292	14	)	)	PUNCT
sc-2825	292	15	2021	2021	NUM
sc-2825	292	16	oct	oct	NOUN
sc-2825	292	17	7	7	NUM
sc-2825	292	18	(	(	PUNCT
sc-2825	292	19	pp	pp	ADJ
sc-2825	292	20	.	.	PUNCT
sc-2825	293	1	90	90	NUM
sc-2825	293	2	-	-	SYM
sc-2825	293	3	95	95	NUM
sc-2825	293	4	)	)	PUNCT
sc-2825	293	5	.	.	PUNCT
sc-2825	294	1	ieee	ieee	PROPN
sc-2825	294	2	.	.	PUNCT
sc-2825	295	1	[	[	X
sc-2825	295	2	45	45	NUM
sc-2825	295	3	]	]	PUNCT
sc-2825	295	4	prethi	prethi	PROPN
sc-2825	295	5	kn	kn	PROPN
sc-2825	295	6	,	,	PUNCT
sc-2825	295	7	nithya	nithya	PROPN
sc-2825	295	8	s	s	PROPN
sc-2825	295	9	,	,	PUNCT
sc-2825	295	10	sangeeth	sangeeth	PROPN
sc-2825	295	11	dm	dm	PROPN
sc-2825	295	12	,	,	PUNCT
sc-2825	295	13	rani	rani	X
sc-2825	295	14	rs	rs	PROPN
sc-2825	295	15	,	,	PUNCT
sc-2825	295	16	praveen	praveen	PROPN
sc-2825	295	17	kumar	kumar	PROPN
sc-2825	295	18	s.	s.	PROPN
sc-2825	295	19	dnn	dnn	PROPN
sc-2825	295	20	based	base	VERB
sc-2825	295	21	intelligent	intelligent	ADJ
sc-2825	295	22	ids	id	NOUN
sc-2825	295	23	for	for	ADP
sc-2825	295	24	anomaly	anomaly	NOUN
sc-2825	295	25	detection	detection	NOUN
sc-2825	295	26	.	.	PUNCT
sc-2825	296	1	international	international	ADJ
sc-2825	296	2	journal	journal	NOUN
sc-2825	296	3	of	of	ADP
sc-2825	296	4	advanced	advanced	ADJ
sc-2825	296	5	research	research	NOUN
sc-2825	296	6	in	in	ADP
sc-2825	296	7	engineering	engineering	NOUN
sc-2825	296	8	and	and	CCONJ
sc-2825	296	9	technology	technology	NOUN
sc-2825	296	10	.	.	PUNCT
sc-2825	297	1	2020	2020	NUM
sc-2825	297	2	oct	oct	PROPN
sc-2825	297	3	17;11(9	17;11(9	NUM
sc-2825	297	4	)	)	PUNCT
sc-2825	297	5	.	.	PUNCT
sc-2825	298	1	eai	eai	PROPN
sc-2825	298	2	endorsed	endorse	VERB
sc-2825	298	3	transactions	transaction	NOUN
sc-2825	298	4	on	on	ADP
sc-2825	298	5	smart	smart	ADJ
sc-2825	298	6	cities	city	NOUN
sc-2825	298	7	01	01	NUM
sc-2825	298	8	2023	2023	NUM
sc-2825	298	9	03	03	NUM
sc-2825	298	10	2023	2023	NUM
sc-2825	298	11	|	|	NOUN
sc-2825	298	12	volume	volume	NOUN
sc-2825	298	13	7	7	NUM
sc-2825	298	14	|	|	NOUN
sc-2825	298	15	issue	issue	NOUN
sc-2825	298	16	1	1	NUM
sc-2825	298	17	|	|	ADV
sc-2825	298	18	e4	e4	VERB
sc-2825	298	19	an	an	DET
sc-2825	298	20	intelligent	intelligent	ADJ
sc-2825	298	21	machine	machine	NOUN
sc-2825	298	22	learning	learning	NOUN
sc-2825	298	23	based	base	VERB
sc-2825	298	24	intrusion	intrusion	NOUN
sc-2825	298	25	detection	detection	NOUN
sc-2825	298	26	system	system	NOUN
sc-2825	298	27	(	(	PUNCT
sc-2825	298	28	ids	id	NOUN
sc-2825	298	29	)	)	PUNCT
sc-2825	298	30	for	for	ADP
sc-2825	298	31	smart	smart	ADJ
sc-2825	298	32	cities	city	NOUN
sc-2825	298	33	networks	network	VERB
sc-2825	298	34	7	7	NUM
sc-2825	298	35	[	[	X
sc-2825	298	36	46	46	NUM
sc-2825	298	37	]	]	PUNCT
sc-2825	298	38	yoshimura	yoshimura	NOUN
sc-2825	298	39	n	n	AUX
sc-2825	298	40	,	,	PUNCT
sc-2825	298	41	kuzuno	kuzuno	PROPN
sc-2825	298	42	h	h	PROPN
sc-2825	298	43	,	,	PUNCT
sc-2825	298	44	shiraishi	shiraishi	PROPN
sc-2825	298	45	y	y	PROPN
sc-2825	298	46	,	,	PUNCT
sc-2825	298	47	morii	morii	VERB
sc-2825	298	48	m.	m.	PROPN
sc-2825	298	49	doc	doc	PROPN
sc-2825	298	50	-	-	PUNCT
sc-2825	298	51	ids	ids	PROPN
sc-2825	298	52	:	:	PUNCT
sc-2825	298	53	a	a	DET
sc-2825	298	54	deep	deep	ADJ
sc-2825	298	55	learning	learning	NOUN
sc-2825	298	56	-	-	PUNCT
sc-2825	298	57	based	base	VERB
sc-2825	298	58	method	method	NOUN
sc-2825	298	59	for	for	ADP
sc-2825	298	60	feature	feature	NOUN
sc-2825	298	61	extraction	extraction	NOUN
sc-2825	298	62	and	and	CCONJ
sc-2825	298	63	anomaly	anomaly	NOUN
sc-2825	298	64	detection	detection	NOUN
sc-2825	298	65	in	in	ADP
sc-2825	298	66	network	network	NOUN
sc-2825	298	67	traffic	traffic	NOUN
sc-2825	298	68	.	.	PUNCT
sc-2825	299	1	sensors	sensor	NOUN
sc-2825	299	2	.	.	PUNCT
sc-2825	300	1	2022	2022	NUM
sc-2825	300	2	jun	jun	PROPN
sc-2825	300	3	10;22(12):4405	10;22(12):4405	PROPN
sc-2825	300	4	.	.	PUNCT
sc-2825	301	1	[	[	X
sc-2825	301	2	47	47	NUM
sc-2825	301	3	]	]	PUNCT
sc-2825	301	4	bedi	bedi	PROPN
sc-2825	301	5	p	p	PROPN
sc-2825	301	6	,	,	PUNCT
sc-2825	301	7	gupta	gupta	PROPN
sc-2825	301	8	n	n	CCONJ
sc-2825	301	9	,	,	PUNCT
sc-2825	301	10	jindal	jindal	PROPN
sc-2825	301	11	v.	v.	PROPN
sc-2825	301	12	i	i	PROPN
sc-2825	301	13	-	-	PUNCT
sc-2825	301	14	siamids	siamids	PROPN
sc-2825	301	15	:	:	PUNCT
sc-2825	301	16	an	an	DET
sc-2825	301	17	improved	improve	VERB
sc-2825	301	18	siamids	siamid	NOUN
sc-2825	301	19	for	for	ADP
sc-2825	301	20	handling	handle	VERB
sc-2825	301	21	class	class	NOUN
sc-2825	301	22	imbalance	imbalance	NOUN
sc-2825	301	23	in	in	ADP
sc-2825	301	24	network	network	NOUN
sc-2825	301	25	-	-	PUNCT
sc-2825	301	26	based	base	VERB
sc-2825	301	27	intrusion	intrusion	NOUN
sc-2825	301	28	detection	detection	NOUN
sc-2825	301	29	systems	system	NOUN
sc-2825	301	30	.	.	PUNCT
sc-2825	302	1	applied	apply	VERB
sc-2825	302	2	intelligence	intelligence	NOUN
sc-2825	302	3	.	.	PUNCT
sc-2825	303	1	2021	2021	NUM
sc-2825	303	2	feb;51(2):1133	feb;51(2):1133	PROPN
sc-2825	303	3	-	-	PROPN
sc-2825	303	4	51	51	NUM
sc-2825	303	5	.	.	PUNCT
sc-2825	304	1	[	[	X
sc-2825	304	2	48	48	NUM
sc-2825	304	3	]	]	SYM
sc-2825	304	4	moustafa	moustafa	PROPN
sc-2825	304	5	n	n	CCONJ
sc-2825	304	6	,	,	PUNCT
sc-2825	304	7	slay	slay	VERB
sc-2825	304	8	j.	j.	PROPN
sc-2825	304	9	unsw	unsw	PROPN
sc-2825	304	10	-	-	PUNCT
sc-2825	304	11	nb15	nb15	PROPN
sc-2825	304	12	:	:	PUNCT
sc-2825	304	13	a	a	DET
sc-2825	304	14	comprehensive	comprehensive	ADJ
sc-2825	304	15	data	datum	NOUN
sc-2825	304	16	set	set	VERB
sc-2825	304	17	for	for	ADP
sc-2825	304	18	network	network	NOUN
sc-2825	304	19	intrusion	intrusion	NOUN
sc-2825	304	20	detection	detection	NOUN
sc-2825	304	21	systems	system	NOUN
sc-2825	304	22	(	(	PUNCT
sc-2825	304	23	unsw	unsw	NOUN
sc-2825	304	24	-	-	PUNCT
sc-2825	304	25	nb15	nb15	PROPN
sc-2825	304	26	network	network	NOUN
sc-2825	304	27	data	datum	NOUN
sc-2825	304	28	set	set	NOUN
sc-2825	304	29	)	)	PUNCT
sc-2825	304	30	.	.	PUNCT
sc-2825	305	1	in2015	in2015	PROPN
sc-2825	305	2	military	military	ADJ
sc-2825	305	3	communications	communication	NOUN
sc-2825	305	4	and	and	CCONJ
sc-2825	305	5	information	information	NOUN
sc-2825	305	6	systems	system	NOUN
sc-2825	305	7	conference	conference	NOUN
sc-2825	305	8	(	(	PUNCT
sc-2825	305	9	milcis	milcis	NOUN
sc-2825	305	10	)	)	PUNCT
sc-2825	305	11	2015	2015	NUM
sc-2825	305	12	nov	nov	NOUN
sc-2825	305	13	10	10	NUM
sc-2825	305	14	(	(	PUNCT
sc-2825	305	15	pp	pp	ADJ
sc-2825	305	16	.	.	PUNCT
sc-2825	306	1	1	1	NUM
sc-2825	306	2	-	-	SYM
sc-2825	306	3	6	6	NUM
sc-2825	306	4	)	)	PUNCT
sc-2825	306	5	.	.	PUNCT
sc-2825	307	1	ieee	ieee	NOUN
sc-2825	307	2	.	.	PUNCT
sc-2825	308	1	[	[	X
sc-2825	308	2	49	49	NUM
sc-2825	308	3	]	]	X
sc-2825	308	4	moustafa	moustafa	PROPN
sc-2825	308	5	n	n	CCONJ
sc-2825	308	6	,	,	PUNCT
sc-2825	308	7	slay	slay	VERB
sc-2825	308	8	j.	j.	PROPN
sc-2825	308	9	the	the	DET
sc-2825	308	10	evaluation	evaluation	NOUN
sc-2825	308	11	of	of	ADP
sc-2825	308	12	network	network	NOUN
sc-2825	308	13	anomaly	anomaly	NOUN
sc-2825	308	14	detection	detection	NOUN
sc-2825	308	15	systems	system	NOUN
sc-2825	308	16	:	:	PUNCT
sc-2825	308	17	statistical	statistical	ADJ
sc-2825	308	18	analysis	analysis	NOUN
sc-2825	308	19	of	of	ADP
sc-2825	308	20	the	the	DET
sc-2825	308	21	unsw	unsw	PROPN
sc-2825	308	22	-	-	PUNCT
sc-2825	308	23	nb15	nb15	PROPN
sc-2825	308	24	data	datum	NOUN
sc-2825	308	25	set	set	VERB
sc-2825	308	26	and	and	CCONJ
sc-2825	308	27	the	the	DET
sc-2825	308	28	comparison	comparison	NOUN
sc-2825	308	29	with	with	ADP
sc-2825	308	30	the	the	DET
sc-2825	308	31	kdd99	kdd99	PROPN
sc-2825	308	32	data	datum	NOUN
sc-2825	308	33	set	set	VERB
sc-2825	308	34	.	.	PUNCT
sc-2825	309	1	information	information	NOUN
sc-2825	309	2	security	security	NOUN
sc-2825	309	3	journal	journal	PROPN
sc-2825	309	4	:	:	PUNCT
sc-2825	309	5	a	a	DET
sc-2825	309	6	global	global	ADJ
sc-2825	309	7	perspective	perspective	NOUN
sc-2825	309	8	.	.	PUNCT
sc-2825	310	1	2016	2016	NUM
sc-2825	310	2	apr	apr	VERB
sc-2825	310	3	4;25(1	4;25(1	NUM
sc-2825	310	4	-	-	NUM
sc-2825	310	5	3):18	3):18	NUM
sc-2825	310	6	-	-	SYM
sc-2825	310	7	31	31	NUM
sc-2825	310	8	.	.	PUNCT
sc-2825	311	1	[	[	X
sc-2825	311	2	50	50	NUM
sc-2825	311	3	]	]	PUNCT
sc-2825	311	4	moustafa	moustafa	PROPN
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sc-2825	311	11	g.	g.	PROPN
sc-2825	311	12	novel	novel	PROPN
sc-2825	311	13	geometric	geometric	ADJ
sc-2825	311	14	area	area	NOUN
sc-2825	311	15	analysis	analysis	NOUN
sc-2825	311	16	technique	technique	NOUN
sc-2825	311	17	for	for	ADP
sc-2825	311	18	anomaly	anomaly	NOUN
sc-2825	311	19	detection	detection	NOUN
sc-2825	311	20	using	use	VERB
sc-2825	311	21	trapezoidal	trapezoidal	ADJ
sc-2825	311	22	area	area	NOUN
sc-2825	311	23	estimation	estimation	NOUN
sc-2825	311	24	on	on	ADP
sc-2825	311	25	large	large	ADJ
sc-2825	311	26	-	-	PUNCT
sc-2825	311	27	scale	scale	NOUN
sc-2825	311	28	networks	network	NOUN
sc-2825	311	29	.	.	PUNCT
sc-2825	312	1	ieee	ieee	NOUN
sc-2825	312	2	transactions	transaction	NOUN
sc-2825	312	3	on	on	ADP
sc-2825	312	4	big	big	ADJ
sc-2825	312	5	data	datum	NOUN
sc-2825	312	6	.	.	PUNCT
sc-2825	313	1	2017	2017	NUM
sc-2825	313	2	jun	jun	PROPN
sc-2825	313	3	14;5(4):481	14;5(4):481	NUM
sc-2825	313	4	-	-	SYM
sc-2825	313	5	94	94	NUM
sc-2825	313	6	.	.	PUNCT
sc-2825	314	1	[	[	X
sc-2825	314	2	51	51	NUM
sc-2825	314	3	]	]	X
sc-2825	314	4	moustafa	moustafa	PROPN
sc-2825	314	5	n	n	PROPN
sc-2825	314	6	,	,	PUNCT
sc-2825	314	7	creech	creech	PROPN
sc-2825	314	8	g	g	PROPN
sc-2825	314	9	,	,	PUNCT
sc-2825	314	10	slay	slay	VERB
sc-2825	314	11	j.	j.	PROPN
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sc-2825	314	19	:	:	PUNCT
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sc-2825	314	21	decision	decision	NOUN
sc-2825	314	22	-	-	PUNCT
sc-2825	314	23	making	making	NOUN
sc-2825	314	24	using	use	VERB
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sc-2825	314	28	models	model	NOUN
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sc-2825	315	4	decision	decision	NOUN
sc-2825	315	5	support	support	NOUN
sc-2825	315	6	for	for	ADP
sc-2825	315	7	cybersecurity	cybersecurity	NOUN
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sc-2825	315	9	(	(	PUNCT
sc-2825	315	10	pp	pp	ADJ
sc-2825	315	11	.	.	PUNCT
sc-2825	316	1	127	127	NUM
sc-2825	316	2	-	-	SYM
sc-2825	316	3	156	156	NUM
sc-2825	316	4	)	)	PUNCT
sc-2825	316	5	.	.	PUNCT
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sc-2825	317	2	,	,	PUNCT
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sc-2825	317	4	.	.	PUNCT
sc-2825	318	1	[	[	X
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sc-2825	318	3	]	]	PUNCT
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sc-2825	318	18	machine	machine	NOUN
sc-2825	318	19	learning	learning	NOUN
sc-2825	318	20	-	-	PUNCT
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sc-2825	318	22	network	network	NOUN
sc-2825	318	23	intrusion	intrusion	NOUN
sc-2825	318	24	detection	detection	NOUN
sc-2825	318	25	systems	system	NOUN
sc-2825	318	26	.	.	PUNCT
sc-2825	319	1	inbig	inbig	ADJ
sc-2825	319	2	data	datum	NOUN
sc-2825	319	3	technologies	technology	NOUN
sc-2825	319	4	and	and	CCONJ
sc-2825	319	5	applications	application	NOUN
sc-2825	319	6	2020	2020	NUM
sc-2825	319	7	dec	dec	PROPN
sc-2825	319	8	11	11	NUM
sc-2825	319	9	(	(	PUNCT
sc-2825	319	10	pp	pp	ADJ
sc-2825	319	11	.	.	PUNCT
sc-2825	320	1	117	117	NUM
sc-2825	320	2	-	-	SYM
sc-2825	320	3	135	135	NUM
sc-2825	320	4	)	)	PUNCT
sc-2825	320	5	.	.	PUNCT
sc-2825	321	1	springer	springer	NOUN
sc-2825	321	2	,	,	PUNCT
sc-2825	321	3	cham	cham	PROPN
sc-2825	321	4	.	.	PUNCT
sc-2825	322	1	[	[	X
sc-2825	322	2	53	53	NUM
sc-2825	322	3	]	]	X
sc-2825	322	4	moustafa	moustafa	PROPN
sc-2825	322	5	n	n	PROPN
sc-2825	322	6	,	,	PUNCT
sc-2825	322	7	turnbull	turnbull	PROPN
sc-2825	322	8	b	b	PROPN
sc-2825	322	9	,	,	PUNCT
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sc-2825	322	11	kk	kk	PROPN
sc-2825	322	12	.	.	PUNCT
sc-2825	323	1	an	an	DET
sc-2825	323	2	ensemble	ensemble	ADJ
sc-2825	323	3	intrusion	intrusion	NOUN
sc-2825	323	4	detection	detection	NOUN
sc-2825	323	5	technique	technique	NOUN
sc-2825	323	6	based	base	VERB
sc-2825	323	7	on	on	ADP
sc-2825	323	8	proposed	propose	VERB
sc-2825	323	9	statistical	statistical	ADJ
sc-2825	323	10	flow	flow	NOUN
sc-2825	323	11	features	feature	NOUN
sc-2825	323	12	for	for	ADP
sc-2825	323	13	protecting	protect	VERB
sc-2825	323	14	network	network	NOUN
sc-2825	323	15	traffic	traffic	NOUN
sc-2825	323	16	of	of	ADP
sc-2825	323	17	internet	internet	NOUN
sc-2825	323	18	of	of	ADP
sc-2825	323	19	things	thing	NOUN
sc-2825	323	20	.	.	PUNCT
sc-2825	324	1	ieee	ieee	PROPN
sc-2825	324	2	internet	internet	NOUN
sc-2825	324	3	of	of	ADP
sc-2825	324	4	things	thing	NOUN
sc-2825	324	5	journal	journal	NOUN
sc-2825	324	6	.	.	PUNCT
sc-2825	325	1	2018	2018	NUM
sc-2825	325	2	sep	sep	NOUN
sc-2825	325	3	24;6(3):4815	24;6(3):4815	NUM
sc-2825	325	4	-	-	SYM
sc-2825	325	5	30	30	NUM
sc-2825	325	6	.	.	PUNCT
sc-2825	326	1	[	[	X
sc-2825	326	2	54	54	NUM
sc-2825	326	3	]	]	X
sc-2825	326	4	koroniotis	koroniotis	PROPN
sc-2825	326	5	n	n	CCONJ
sc-2825	326	6	,	,	PUNCT
sc-2825	326	7	moustafa	moustafa	PROPN
sc-2825	326	8	n	n	CCONJ
sc-2825	326	9	,	,	PUNCT
sc-2825	326	10	sitnikova	sitnikova	X
sc-2825	326	11	e	e	NOUN
sc-2825	326	12	,	,	PUNCT
sc-2825	326	13	slay	slay	VERB
sc-2825	326	14	j.	j.	PROPN
sc-2825	326	15	towards	towards	ADP
sc-2825	326	16	developing	develop	VERB
sc-2825	326	17	network	network	NOUN
sc-2825	326	18	forensic	forensic	ADJ
sc-2825	326	19	mechanism	mechanism	NOUN
sc-2825	326	20	for	for	ADP
sc-2825	326	21	botnet	botnet	NOUN
sc-2825	326	22	activities	activity	NOUN
sc-2825	326	23	in	in	ADP
sc-2825	326	24	the	the	DET
sc-2825	326	25	iot	iot	NOUN
sc-2825	326	26	based	base	VERB
sc-2825	326	27	on	on	ADP
sc-2825	326	28	machine	machine	NOUN
sc-2825	326	29	learning	learn	VERB
sc-2825	326	30	techniques	technique	NOUN
sc-2825	326	31	.	.	PUNCT
sc-2825	327	1	ininternational	ininternational	ADJ
sc-2825	327	2	conference	conference	NOUN
sc-2825	327	3	on	on	ADP
sc-2825	327	4	mobile	mobile	ADJ
sc-2825	327	5	networks	network	NOUN
sc-2825	327	6	and	and	CCONJ
sc-2825	327	7	management	management	NOUN
sc-2825	327	8	2017	2017	NUM
sc-2825	327	9	dec	dec	PROPN
sc-2825	327	10	13	13	NUM
sc-2825	327	11	(	(	PUNCT
sc-2825	327	12	pp	pp	ADJ
sc-2825	327	13	.	.	PUNCT
sc-2825	328	1	30	30	NUM
sc-2825	328	2	-	-	SYM
sc-2825	328	3	44	44	NUM
sc-2825	328	4	)	)	PUNCT
sc-2825	328	5	.	.	PUNCT
sc-2825	329	1	springer	springer	NOUN
sc-2825	329	2	,	,	PUNCT
sc-2825	329	3	cham	cham	PROPN
sc-2825	329	4	.	.	PUNCT
sc-2825	330	1	eai	eai	PROPN
sc-2825	330	2	endorsed	endorse	VERB
sc-2825	330	3	transactions	transaction	NOUN
sc-2825	330	4	on	on	ADP
sc-2825	330	5	smart	smart	ADJ
sc-2825	330	6	cities	city	NOUN
sc-2825	330	7	01	01	NUM
sc-2825	330	8	2023	2023	NUM
sc-2825	330	9	03	03	NUM
sc-2825	330	10	2023	2023	NUM
sc-2825	330	11	|	|	NOUN
sc-2825	330	12	volume	volume	NOUN
sc-2825	330	13	7	7	NUM
sc-2825	330	14	|	|	NOUN
sc-2825	330	15	issue	issue	NOUN
sc-2825	330	16	1	1	NUM
sc-2825	330	17	|	|	ADV
sc-2825	330	18	e4	e4	VERB