id	sid	tid	token	lemma	pos
sc-3222	1	1	detection	detection	NOUN
sc-3222	1	2	of	of	ADP
sc-3222	1	3	cyber	cyber	NOUN
sc-3222	1	4	attacks	attack	NOUN
sc-3222	1	5	using	use	VERB
sc-3222	1	6	machine	machine	NOUN
sc-3222	1	7	learning	learning	NOUN
sc-3222	1	8	based	base	VERB
sc-3222	1	9	intrusion	intrusion	NOUN
sc-3222	1	10	detection	detection	NOUN
sc-3222	1	11	system	system	NOUN
sc-3222	1	12	for	for	ADP
sc-3222	1	13	iot	iot	NOUN
sc-3222	1	14	based	base	VERB
sc-3222	1	15	smart	smart	ADJ
sc-3222	1	16	cities	city	NOUN
sc-3222	1	17	eai	eai	PROPN
sc-3222	1	18	endorsed	endorse	VERB
sc-3222	1	19	transactions	transaction	NOUN
sc-3222	1	20	on	on	ADP
sc-3222	1	21	smart	smart	ADJ
sc-3222	1	22	cities	city	NOUN
sc-3222	1	23	research	research	NOUN
sc-3222	1	24	article	article	NOUN
sc-3222	1	25	1	1	NUM
sc-3222	1	26	detection	detection	NOUN
sc-3222	1	27	of	of	ADP
sc-3222	1	28	cyber	cyber	NOUN
sc-3222	1	29	attacks	attack	NOUN
sc-3222	1	30	using	use	VERB
sc-3222	1	31	machine	machine	NOUN
sc-3222	1	32	learning	learning	NOUN
sc-3222	1	33	based	base	VERB
sc-3222	1	34	intrusion	intrusion	NOUN
sc-3222	1	35	detection	detection	NOUN
sc-3222	1	36	system	system	NOUN
sc-3222	1	37	for	for	ADP
sc-3222	1	38	iot	iot	NOUN
sc-3222	1	39	based	base	VERB
sc-3222	1	40	smart	smart	ADJ
sc-3222	1	41	cities	city	NOUN
sc-3222	1	42	maria	maria	PROPN
sc-3222	1	43	nawaz	nawaz	PROPN
sc-3222	1	44	chohan	chohan	PROPN
sc-3222	1	45	1	1	NUM
sc-3222	1	46	,	,	PUNCT
sc-3222	1	47	usman	usman	PROPN
sc-3222	1	48	haider	haider	PROPN
sc-3222	1	49	2	2	NUM
sc-3222	1	50	,	,	PUNCT
sc-3222	1	51	*	*	PUNCT
sc-3222	1	52	,	,	PUNCT
sc-3222	1	53	muhammad	muhammad	PROPN
sc-3222	1	54	yaseen	yaseen	PROPN
sc-3222	1	55	ayub	ayub	PROPN
sc-3222	1	56	3	3	NUM
sc-3222	1	57	,	,	PUNCT
sc-3222	1	58	hina	hina	NOUN
sc-3222	1	59	shoukat	shoukat	NOUN
sc-3222	1	60	3	3	NUM
sc-3222	1	61	,	,	PUNCT
sc-3222	1	62	tarandeep	tarandeep	PROPN
sc-3222	1	63	kaur	kaur	PROPN
sc-3222	1	64	bhatia	bhatia	PROPN
sc-3222	1	65	4	4	NUM
sc-3222	1	66	and	and	CCONJ
sc-3222	1	67	muhammad	muhammad	PROPN
sc-3222	1	68	furqan	furqan	PROPN
sc-3222	1	69	ul	ul	PROPN
sc-3222	1	70	hassan	hassan	PROPN
sc-3222	1	71	3	3	NUM
sc-3222	1	72	1	1	NUM
sc-3222	1	73	national	national	ADJ
sc-3222	1	74	defence	defence	NOUN
sc-3222	1	75	university	university	PROPN
sc-3222	1	76	,	,	PUNCT
sc-3222	1	77	islamabad	islamabad	PROPN
sc-3222	1	78	,	,	PUNCT
sc-3222	1	79	pakistan	pakistan	PROPN
sc-3222	1	80	2	2	NUM
sc-3222	1	81	department	department	NOUN
sc-3222	1	82	of	of	ADP
sc-3222	1	83	electrical	electrical	ADJ
sc-3222	1	84	engineering	engineering	NOUN
sc-3222	1	85	,	,	PUNCT
sc-3222	1	86	national	national	ADJ
sc-3222	1	87	university	university	PROPN
sc-3222	1	88	of	of	ADP
sc-3222	1	89	computer	computer	PROPN
sc-3222	1	90	&	&	CCONJ
sc-3222	1	91	emerging	emerge	VERB
sc-3222	1	92	sciences	science	NOUN
sc-3222	1	93	,	,	PUNCT
sc-3222	1	94	peshawar	peshawar	NOUN
sc-3222	1	95	,	,	PUNCT
sc-3222	1	96	pakistan	pakistan	PROPN
sc-3222	1	97	3	3	NUM
sc-3222	1	98	department	department	NOUN
sc-3222	1	99	of	of	ADP
sc-3222	1	100	computer	computer	NOUN
sc-3222	1	101	science	science	NOUN
sc-3222	1	102	,	,	PUNCT
sc-3222	1	103	comsats	comsats	PROPN
sc-3222	1	104	university	university	PROPN
sc-3222	1	105	islamabad	islamabad	NOUN
sc-3222	1	106	,	,	PUNCT
sc-3222	1	107	attock	attock	PROPN
sc-3222	1	108	,	,	PUNCT
sc-3222	1	109	pakistan	pakistan	PROPN
sc-3222	1	110	4university	4university	NUM
sc-3222	1	111	of	of	ADP
sc-3222	1	112	petroleum	petroleum	NOUN
sc-3222	1	113	and	and	CCONJ
sc-3222	1	114	energy	energy	NOUN
sc-3222	1	115	studies	study	NOUN
sc-3222	1	116	,	,	PUNCT
sc-3222	1	117	dehradun	dehradun	PROPN
sc-3222	1	118	,	,	PUNCT
sc-3222	1	119	india	india	PROPN
sc-3222	1	120	abstract	abstract	PROPN
sc-3222	1	121	the	the	DET
sc-3222	1	122	world	world	NOUN
sc-3222	1	123	’s	’s	PART
sc-3222	1	124	dynamics	dynamic	NOUN
sc-3222	1	125	is	be	AUX
sc-3222	1	126	evolving	evolve	VERB
sc-3222	1	127	with	with	ADP
sc-3222	1	128	artificial	artificial	ADJ
sc-3222	1	129	intelligence	intelligence	NOUN
sc-3222	1	130	(	(	PUNCT
sc-3222	1	131	ai	ai	NOUN
sc-3222	1	132	)	)	PUNCT
sc-3222	1	133	and	and	CCONJ
sc-3222	1	134	the	the	DET
sc-3222	1	135	results	result	NOUN
sc-3222	1	136	are	be	AUX
sc-3222	1	137	smart	smart	ADJ
sc-3222	1	138	products	product	NOUN
sc-3222	1	139	.	.	PUNCT
sc-3222	2	1	a	a	DET
sc-3222	2	2	smart	smart	ADJ
sc-3222	2	3	city	city	NOUN
sc-3222	2	4	has	have	VERB
sc-3222	2	5	smart	smart	ADJ
sc-3222	2	6	city	city	NOUN
sc-3222	2	7	is	be	AUX
sc-3222	2	8	collection	collection	NOUN
sc-3222	2	9	of	of	ADP
sc-3222	2	10	smart	smart	ADJ
sc-3222	2	11	innovations	innovation	NOUN
sc-3222	2	12	powered	power	VERB
sc-3222	2	13	with	with	ADP
sc-3222	2	14	ai	ai	NOUN
sc-3222	2	15	and	and	CCONJ
sc-3222	2	16	internet	internet	NOUN
sc-3222	2	17	of	of	ADP
sc-3222	2	18	things	thing	NOUN
sc-3222	2	19	(	(	PUNCT
sc-3222	2	20	iots	iot	NOUN
sc-3222	2	21	)	)	PUNCT
sc-3222	2	22	.	.	PUNCT
sc-3222	3	1	along	along	ADP
sc-3222	3	2	with	with	ADP
sc-3222	3	3	the	the	DET
sc-3222	3	4	ease	ease	NOUN
sc-3222	3	5	and	and	CCONJ
sc-3222	3	6	comfort	comfort	NOUN
sc-3222	3	7	that	that	SCONJ
sc-3222	3	8	the	the	DET
sc-3222	3	9	concept	concept	NOUN
sc-3222	3	10	of	of	ADP
sc-3222	3	11	a	a	DET
sc-3222	3	12	smart	smart	ADJ
sc-3222	3	13	city	city	NOUN
sc-3222	3	14	pointed	point	VERB
sc-3222	3	15	at	at	ADP
sc-3222	3	16	,	,	PUNCT
sc-3222	3	17	many	many	ADJ
sc-3222	3	18	security	security	NOUN
sc-3222	3	19	concerns	concern	NOUN
sc-3222	3	20	are	be	AUX
sc-3222	3	21	being	be	AUX
sc-3222	3	22	raised	raise	VERB
sc-3222	3	23	that	that	PRON
sc-3222	3	24	hinders	hinder	VERB
sc-3222	3	25	the	the	DET
sc-3222	3	26	path	path	NOUN
sc-3222	3	27	of	of	ADP
sc-3222	3	28	its	its	PRON
sc-3222	3	29	flourishment	flourishment	NOUN
sc-3222	3	30	.	.	PUNCT
sc-3222	4	1	an	an	DET
sc-3222	4	2	intrusion	intrusion	NOUN
sc-3222	4	3	detection	detection	NOUN
sc-3222	4	4	system	system	NOUN
sc-3222	4	5	(	(	PUNCT
sc-3222	4	6	ids	id	NOUN
sc-3222	4	7	)	)	PUNCT
sc-3222	4	8	monitors	monitor	NOUN
sc-3222	4	9	the	the	DET
sc-3222	4	10	whole	whole	ADJ
sc-3222	4	11	network	network	NOUN
sc-3222	4	12	traffic	traffic	NOUN
sc-3222	4	13	and	and	CCONJ
sc-3222	4	14	alerts	alert	NOUN
sc-3222	4	15	in	in	ADP
sc-3222	4	16	case	case	NOUN
sc-3222	4	17	of	of	ADP
sc-3222	4	18	any	any	DET
sc-3222	4	19	anomaly	anomaly	NOUN
sc-3222	4	20	.	.	PUNCT
sc-3222	5	1	a	a	DET
sc-3222	5	2	machine	machine	NOUN
sc-3222	5	3	learningbased	learningbase	VERB
sc-3222	5	4	ids	id	NOUN
sc-3222	5	5	intelligently	intelligently	ADV
sc-3222	5	6	senses	sense	VERB
sc-3222	5	7	the	the	DET
sc-3222	5	8	network	network	NOUN
sc-3222	5	9	threats	threat	NOUN
sc-3222	5	10	,	,	PUNCT
sc-3222	5	11	takes	take	VERB
sc-3222	5	12	decisions	decision	NOUN
sc-3222	5	13	about	about	ADP
sc-3222	5	14	data	datum	NOUN
sc-3222	5	15	packet	packet	NOUN
sc-3222	5	16	legibility	legibility	NOUN
sc-3222	5	17	and	and	CCONJ
sc-3222	5	18	alarm	alarm	NOUN
sc-3222	5	19	the	the	DET
sc-3222	5	20	user	user	NOUN
sc-3222	5	21	.	.	PUNCT
sc-3222	6	1	researchers	researcher	NOUN
sc-3222	6	2	have	have	AUX
sc-3222	6	3	deployed	deploy	VERB
sc-3222	6	4	various	various	ADJ
sc-3222	6	5	ml	ml	NOUN
sc-3222	6	6	techniques	technique	NOUN
sc-3222	6	7	to	to	PART
sc-3222	6	8	ids	ids	VERB
sc-3222	6	9	to	to	PART
sc-3222	6	10	improve	improve	VERB
sc-3222	6	11	the	the	DET
sc-3222	6	12	detection	detection	NOUN
sc-3222	6	13	accuracy	accuracy	NOUN
sc-3222	6	14	.	.	PUNCT
sc-3222	7	1	this	this	DET
sc-3222	7	2	work	work	NOUN
sc-3222	7	3	presents	present	VERB
sc-3222	7	4	a	a	DET
sc-3222	7	5	comparative	comparative	ADJ
sc-3222	7	6	analysis	analysis	NOUN
sc-3222	7	7	of	of	ADP
sc-3222	7	8	various	various	ADJ
sc-3222	7	9	ml	ml	NOUN
sc-3222	7	10	algorithms	algorithm	NOUN
sc-3222	7	11	trained	train	VERB
sc-3222	7	12	over	over	ADP
sc-3222	7	13	unsw	unsw	PROPN
sc-3222	7	14	-	-	PUNCT
sc-3222	7	15	nb15	nb15	PROPN
sc-3222	7	16	dataset	dataset	NOUN
sc-3222	7	17	.	.	PUNCT
sc-3222	8	1	ada	ada	PROPN
sc-3222	8	2	boost	boost	PROPN
sc-3222	8	3	,	,	PUNCT
sc-3222	8	4	linear	linear	ADJ
sc-3222	8	5	support	support	NOUN
sc-3222	8	6	vector	vector	NOUN
sc-3222	8	7	machine	machine	NOUN
sc-3222	8	8	(	(	PUNCT
sc-3222	8	9	lsvm	lsvm	ADJ
sc-3222	8	10	)	)	PUNCT
sc-3222	8	11	,	,	PUNCT
sc-3222	8	12	auto	auto	NOUN
sc-3222	8	13	encoder	encoder	NOUN
sc-3222	8	14	classifier	classifier	NOUN
sc-3222	8	15	,	,	PUNCT
sc-3222	8	16	quadratic	quadratic	ADJ
sc-3222	8	17	support	support	NOUN
sc-3222	8	18	vector	vector	NOUN
sc-3222	8	19	machine	machine	NOUN
sc-3222	8	20	(	(	PUNCT
sc-3222	8	21	qsvm	qsvm	ADJ
sc-3222	8	22	)	)	PUNCT
sc-3222	8	23	and	and	CCONJ
sc-3222	8	24	multi	multi	ADJ
sc-3222	8	25	-	-	ADJ
sc-3222	8	26	layer	layer	ADJ
sc-3222	8	27	perceptron	perceptron	NOUN
sc-3222	8	28	algorithms	algorithm	NOUN
sc-3222	8	29	are	be	AUX
sc-3222	8	30	being	be	AUX
sc-3222	8	31	employed	employ	VERB
sc-3222	8	32	in	in	ADP
sc-3222	8	33	the	the	DET
sc-3222	8	34	stimulation	stimulation	NOUN
sc-3222	8	35	.	.	PUNCT
sc-3222	9	1	ada	ada	PROPN
sc-3222	9	2	boost	boost	PROPN
sc-3222	9	3	showed	show	VERB
sc-3222	9	4	an	an	DET
sc-3222	9	5	excellent	excellent	ADJ
sc-3222	9	6	accuracy	accuracy	NOUN
sc-3222	9	7	of	of	ADP
sc-3222	9	8	98.3	98.3	NUM
sc-3222	9	9	%	%	NOUN
sc-3222	9	10	in	in	ADP
sc-3222	9	11	the	the	DET
sc-3222	9	12	results	result	NOUN
sc-3222	9	13	.	.	PUNCT
sc-3222	10	1	keywords	keyword	NOUN
sc-3222	10	2	:	:	PUNCT
sc-3222	10	3	iot	iot	ADJ
sc-3222	10	4	,	,	PUNCT
sc-3222	10	5	smart	smart	ADJ
sc-3222	10	6	cities	city	NOUN
sc-3222	10	7	,	,	PUNCT
sc-3222	10	8	uavs	uavs	PROPN
sc-3222	10	9	received	receive	VERB
sc-3222	10	10	on	on	ADP
sc-3222	10	11	09	09	NUM
sc-3222	10	12	april	april	PROPN
sc-3222	10	13	2023	2023	NUM
sc-3222	10	14	,	,	PUNCT
sc-3222	10	15	accepted	accept	VERB
sc-3222	10	16	on	on	ADP
sc-3222	10	17	17	17	NUM
sc-3222	10	18	june	june	PROPN
sc-3222	10	19	2023	2023	NUM
sc-3222	10	20	,	,	PUNCT
sc-3222	10	21	published	publish	VERB
sc-3222	10	22	on	on	ADP
sc-3222	10	23	28	28	NUM
sc-3222	10	24	june	june	PROPN
sc-3222	10	25	2023	2023	NUM
sc-3222	10	26	copyright	copyright	NOUN
sc-3222	10	27	©	©	PROPN
sc-3222	10	28	2023	2023	NUM
sc-3222	10	29	chohan	chohan	PROPN
sc-3222	10	30	et	et	PROPN
sc-3222	10	31	al	al	PROPN
sc-3222	10	32	.	.	PROPN
sc-3222	10	33	,	,	PUNCT
sc-3222	10	34	licensed	license	VERB
sc-3222	10	35	to	to	ADP
sc-3222	10	36	eai	eai	PROPN
sc-3222	10	37	.	.	PUNCT
sc-3222	11	1	this	this	PRON
sc-3222	11	2	is	be	AUX
sc-3222	11	3	an	an	DET
sc-3222	11	4	open	open	ADJ
sc-3222	11	5	access	access	NOUN
sc-3222	11	6	article	article	NOUN
sc-3222	11	7	distributed	distribute	VERB
sc-3222	11	8	under	under	ADP
sc-3222	11	9	the	the	DET
sc-3222	11	10	terms	term	NOUN
sc-3222	11	11	of	of	ADP
sc-3222	11	12	the	the	DET
sc-3222	11	13	creative	creative	ADJ
sc-3222	11	14	commons	common	NOUN
sc-3222	11	15	attribution	attribution	NOUN
sc-3222	11	16	license	license	NOUN
sc-3222	11	17	,	,	PUNCT
sc-3222	11	18	which	which	PRON
sc-3222	11	19	permits	permit	VERB
sc-3222	11	20	unlimited	unlimited	ADJ
sc-3222	11	21	use	use	NOUN
sc-3222	11	22	,	,	PUNCT
sc-3222	11	23	distribution	distribution	NOUN
sc-3222	11	24	and	and	CCONJ
sc-3222	11	25	reproduction	reproduction	NOUN
sc-3222	11	26	in	in	ADP
sc-3222	11	27	any	any	DET
sc-3222	11	28	medium	medium	NOUN
sc-3222	11	29	so	so	ADV
sc-3222	11	30	long	long	ADV
sc-3222	11	31	as	as	SCONJ
sc-3222	11	32	the	the	DET
sc-3222	11	33	original	original	ADJ
sc-3222	11	34	work	work	NOUN
sc-3222	11	35	is	be	AUX
sc-3222	11	36	properly	properly	ADV
sc-3222	11	37	cited	cite	VERB
sc-3222	11	38	.	.	PUNCT
sc-3222	12	1	doi	doi	NOUN
sc-3222	12	2	:	:	PUNCT
sc-3222	12	3	10.4108	10.4108	NUM
sc-3222	12	4	/	/	SYM
sc-3222	12	5	eetsc.3222	eetsc.3222	PROPN
sc-3222	12	6	*	*	PUNCT
sc-3222	12	7	corresponding	correspond	VERB
sc-3222	12	8	author	author	NOUN
sc-3222	12	9	:	:	PUNCT
sc-3222	12	10	usmanhaider@ieee.org	usmanhaider@ieee.org	ADJ
sc-3222	12	11	emails	email	NOUN
sc-3222	12	12	:	:	PUNCT
sc-3222	12	13	m.n	m.n	PROPN
sc-3222	12	14	.	.	PROPN
sc-3222	12	15	chohan	chohan	PROPN
sc-3222	12	16	(	(	PUNCT
sc-3222	12	17	maria.nawaz160@gmail.com	maria.nawaz160@gmail.com	X
sc-3222	12	18	)	)	PUNCT
sc-3222	12	19	,	,	PUNCT
sc-3222	12	20	m.y	m.y	PROPN
sc-3222	12	21	.	.	PROPN
sc-3222	12	22	ayub	ayub	PROPN
sc-3222	12	23	(	(	PUNCT
sc-3222	12	24	yaseen.ayub@ieee.org	yaseen.ayub@ieee.org	PROPN
sc-3222	12	25	)	)	PUNCT
sc-3222	12	26	,	,	PUNCT
sc-3222	12	27	h.	h.	PROPN
sc-3222	12	28	shoukat	shoukat	PROPN
sc-3222	12	29	(	(	PUNCT
sc-3222	12	30	fa18-bcs-053@cuiatk.edu.pk	fa18-bcs-053@cuiatk.edu.pk	NOUN
sc-3222	12	31	)	)	PUNCT
sc-3222	12	32	,	,	PUNCT
sc-3222	12	33	t.	t.	PROPN
sc-3222	12	34	k.	k.	PROPN
sc-3222	12	35	bhatia	bhatia	PROPN
sc-3222	12	36	(	(	PUNCT
sc-3222	12	37	tarandeepkaur42@gmail.com	tarandeepkaur42@gmail.com	PROPN
sc-3222	12	38	)	)	PUNCT
sc-3222	12	39	m.	m.	NOUN
sc-3222	13	1	f.	f.	PROPN
sc-3222	13	2	ul	ul	PROPN
sc-3222	13	3	hassan	hassan	PROPN
sc-3222	13	4	(	(	PUNCT
sc-3222	13	5	sp19-bcs-011@cuiatk.edu.pk	sp19-bcs-011@cuiatk.edu.pk	PROPN
sc-3222	13	6	)	)	PUNCT
sc-3222	13	7	1	1	NUM
sc-3222	13	8	.	.	PUNCT
sc-3222	14	1	introduction	introduction	NOUN
sc-3222	14	2	technological	technological	ADJ
sc-3222	14	3	inventions	invention	NOUN
sc-3222	14	4	have	have	AUX
sc-3222	14	5	changed	change	VERB
sc-3222	14	6	the	the	DET
sc-3222	14	7	dynamics	dynamic	NOUN
sc-3222	14	8	of	of	ADP
sc-3222	14	9	world	world	NOUN
sc-3222	14	10	.	.	PUNCT
sc-3222	15	1	infrastructure	infrastructure	NOUN
sc-3222	15	2	in	in	ADP
sc-3222	15	3	every	every	DET
sc-3222	15	4	industry	industry	NOUN
sc-3222	15	5	is	be	AUX
sc-3222	15	6	automated	automate	VERB
sc-3222	15	7	with	with	ADP
sc-3222	15	8	the	the	DET
sc-3222	15	9	use	use	NOUN
sc-3222	15	10	of	of	ADP
sc-3222	15	11	iot	iot	NOUN
sc-3222	15	12	and	and	CCONJ
sc-3222	15	13	wireless	wireless	ADJ
sc-3222	15	14	communication	communication	NOUN
sc-3222	15	15	networks	network	NOUN
sc-3222	15	16	.	.	PUNCT
sc-3222	16	1	smart	smart	ADJ
sc-3222	16	2	cities	city	NOUN
sc-3222	16	3	are	be	AUX
sc-3222	16	4	based	base	VERB
sc-3222	16	5	on	on	ADP
sc-3222	16	6	wireless	wireless	ADJ
sc-3222	16	7	connectivity	connectivity	NOUN
sc-3222	16	8	where	where	SCONJ
sc-3222	16	9	infrastructure	infrastructure	NOUN
sc-3222	16	10	less	less	ADJ
sc-3222	16	11	topological	topological	ADJ
sc-3222	16	12	scenario	scenario	NOUN
sc-3222	16	13	allows	allow	VERB
sc-3222	16	14	many	many	ADJ
sc-3222	16	15	cyber	cyber	NOUN
sc-3222	16	16	-	-	PUNCT
sc-3222	16	17	attacks	attack	NOUN
sc-3222	16	18	.	.	PUNCT
sc-3222	17	1	therefore	therefore	ADV
sc-3222	17	2	,	,	PUNCT
sc-3222	17	3	vulnerabilities	vulnerability	NOUN
sc-3222	17	4	in	in	ADP
sc-3222	17	5	smart	smart	ADJ
sc-3222	17	6	cities	city	NOUN
sc-3222	17	7	need	need	VERB
sc-3222	17	8	to	to	PART
sc-3222	17	9	be	be	AUX
sc-3222	17	10	addressed	address	VERB
sc-3222	17	11	with	with	ADP
sc-3222	17	12	proper	proper	ADJ
sc-3222	17	13	solution	solution	NOUN
sc-3222	17	14	.	.	PUNCT
sc-3222	18	1	the	the	DET
sc-3222	18	2	area	area	NOUN
sc-3222	18	3	of	of	ADP
sc-3222	18	4	smart	smart	ADJ
sc-3222	18	5	cities	city	NOUN
sc-3222	18	6	is	be	AUX
sc-3222	18	7	quite	quite	ADV
sc-3222	18	8	diverse	diverse	ADJ
sc-3222	18	9	with	with	ADP
sc-3222	18	10	having	have	VERB
sc-3222	18	11	many	many	ADJ
sc-3222	18	12	applications	application	NOUN
sc-3222	18	13	which	which	PRON
sc-3222	18	14	include	include	VERB
sc-3222	18	15	e	e	NOUN
sc-3222	18	16	-	-	NOUN
sc-3222	18	17	government	government	ADJ
sc-3222	18	18	,	,	PUNCT
sc-3222	18	19	smart	smart	ADJ
sc-3222	18	20	homes	home	NOUN
sc-3222	18	21	,	,	PUNCT
sc-3222	18	22	intelligent	intelligent	ADJ
sc-3222	18	23	transportation	transportation	NOUN
sc-3222	18	24	,	,	PUNCT
sc-3222	18	25	tele	tele	NOUN
sc-3222	18	26	-	-	PUNCT
sc-3222	18	27	medicines	medicine	NOUN
sc-3222	18	28	,	,	PUNCT
sc-3222	18	29	smart	smart	ADJ
sc-3222	18	30	grid	grid	NOUN
sc-3222	18	31	,	,	PUNCT
sc-3222	18	32	uavs	uavs	NOUN
sc-3222	18	33	monitoring	monitoring	NOUN
sc-3222	18	34	,	,	PUNCT
sc-3222	18	35	energy	energy	NOUN
sc-3222	18	36	and	and	CCONJ
sc-3222	18	37	many	many	ADJ
sc-3222	18	38	more	more	ADJ
sc-3222	18	39	[	[	X
sc-3222	18	40	1	1	NUM
sc-3222	18	41	-	-	SYM
sc-3222	18	42	4	4	NUM
sc-3222	18	43	]	]	PUNCT
sc-3222	18	44	.	.	PUNCT
sc-3222	19	1	data	datum	NOUN
sc-3222	19	2	network	network	NOUN
sc-3222	19	3	security	security	NOUN
sc-3222	19	4	is	be	AUX
sc-3222	19	5	the	the	DET
sc-3222	19	6	topic	topic	NOUN
sc-3222	19	7	for	for	ADP
sc-3222	19	8	many	many	ADJ
sc-3222	19	9	researchers	researcher	NOUN
sc-3222	19	10	around	around	ADP
sc-3222	19	11	the	the	DET
sc-3222	19	12	world	world	NOUN
sc-3222	19	13	due	due	ADP
sc-3222	19	14	to	to	ADP
sc-3222	19	15	ever	ever	ADV
sc-3222	19	16	-	-	PUNCT
sc-3222	19	17	increasing	increase	VERB
sc-3222	19	18	cyber	cyber	NOUN
sc-3222	19	19	-	-	PUNCT
sc-3222	19	20	attacks	attack	NOUN
sc-3222	19	21	.	.	PUNCT
sc-3222	20	1	intrusion	intrusion	NOUN
sc-3222	20	2	detection	detection	NOUN
sc-3222	20	3	is	be	AUX
sc-3222	20	4	the	the	DET
sc-3222	20	5	system	system	NOUN
sc-3222	20	6	which	which	PRON
sc-3222	20	7	needs	need	VERB
sc-3222	20	8	to	to	PART
sc-3222	20	9	identify	identify	VERB
sc-3222	20	10	fake	fake	ADJ
sc-3222	20	11	data	datum	NOUN
sc-3222	20	12	packets	packet	NOUN
sc-3222	20	13	easily	easily	ADV
sc-3222	20	14	.	.	PUNCT
sc-3222	21	1	optimal	optimal	ADJ
sc-3222	21	2	ids	id	NOUN
sc-3222	21	3	algorithm	algorithm	NOUN
sc-3222	21	4	balance	balance	VERB
sc-3222	21	5	high	high	ADJ
sc-3222	21	6	accuracy	accuracy	NOUN
sc-3222	21	7	with	with	ADP
sc-3222	21	8	the	the	DET
sc-3222	21	9	metrics	metric	NOUN
sc-3222	21	10	of	of	ADP
sc-3222	21	11	false	false	ADJ
sc-3222	21	12	negative	negative	ADJ
sc-3222	21	13	and	and	CCONJ
sc-3222	21	14	false	false	ADJ
sc-3222	21	15	positive	positive	ADJ
sc-3222	21	16	.	.	PUNCT
sc-3222	22	1	also	also	ADV
sc-3222	22	2	,	,	PUNCT
sc-3222	22	3	the	the	DET
sc-3222	22	4	main	main	ADJ
sc-3222	22	5	goal	goal	NOUN
sc-3222	22	6	of	of	ADP
sc-3222	22	7	ids	id	NOUN
sc-3222	22	8	is	be	AUX
sc-3222	22	9	to	to	PART
sc-3222	22	10	detect	detect	VERB
sc-3222	22	11	possible	possible	ADJ
sc-3222	22	12	cyber	cyber	NOUN
sc-3222	22	13	-	-	PUNCT
sc-3222	22	14	attacks	attack	NOUN
sc-3222	22	15	.	.	PUNCT
sc-3222	23	1	however	however	ADV
sc-3222	23	2	,	,	PUNCT
sc-3222	23	3	intrusion	intrusion	NOUN
sc-3222	23	4	detection	detection	NOUN
sc-3222	23	5	system	system	NOUN
sc-3222	23	6	is	be	AUX
sc-3222	23	7	based	base	VERB
sc-3222	23	8	on	on	ADP
sc-3222	23	9	normal	normal	ADJ
sc-3222	23	10	and	and	CCONJ
sc-3222	23	11	eai	eai	PROPN
sc-3222	23	12	endorsed	endorse	VERB
sc-3222	23	13	transactions	transaction	NOUN
sc-3222	23	14	on	on	ADP
sc-3222	23	15	smart	smart	ADJ
sc-3222	23	16	cities	city	NOUN
sc-3222	23	17	|	|	ADV
sc-3222	23	18	volume	volume	VERB
sc-3222	23	19	7	7	NUM
sc-3222	23	20	|	|	NOUN
sc-3222	23	21	issue	issue	NOUN
sc-3222	23	22	2	2	NUM
sc-3222	23	23	|	|	NOUN
sc-3222	23	24	mailto	mailto	NOUN
sc-3222	23	25	:	:	PUNCT
sc-3222	23	26	https://creativecommons.org	https://creativecommons.org	NUM
sc-3222	23	27	/	/	SYM
sc-3222	23	28	licenses	license	NOUN
sc-3222	23	29	/	/	SYM
sc-3222	23	30	by/4.0/	by/4.0/	NOUN
sc-3222	23	31	mailto	mailto	NOUN
sc-3222	23	32	:	:	PUNCT
sc-3222	23	33	https://creativecommons.org	https://creativecommons.org	NUM
sc-3222	23	34	/	/	SYM
sc-3222	23	35	licenses	license	NOUN
sc-3222	23	36	/	/	SYM
sc-3222	23	37	by/4.0/	by/4.0/	NOUN
sc-3222	23	38	mailto:usmanhaider@ieee.org	mailto:usmanhaider@ieee.org	NOUN
sc-3222	23	39	mailto:maria.nawaz160@gmail.com	mailto:maria.nawaz160@gmail.com	X
sc-3222	23	40	mailto:yaseen.ayub@ieee.org	mailto:yaseen.ayub@ieee.org	PROPN
sc-3222	24	1	mailto:fa18-bcs-053@cuiatk.edu.pk	mailto:fa18-bcs-053@cuiatk.edu.pk	INTJ
sc-3222	24	2	mailto:tarandeepkaur42@gmail.com	mailto:tarandeepkaur42@gmail.com	PROPN
sc-3222	24	3	mailto:sp19-bcs-011@cuiatk.edu.pk	mailto:sp19-bcs-011@cuiatk.edu.pk	PROPN
sc-3222	24	4	m.	m.	PROPN
sc-3222	24	5	n.	n.	PROPN
sc-3222	24	6	chohan	chohan	PROPN
sc-3222	24	7	et	et	PROPN
sc-3222	24	8	al	al	PROPN
sc-3222	24	9	.	.	PROPN
sc-3222	24	10	2	2	NUM
sc-3222	24	11	illegal	illegal	ADJ
sc-3222	24	12	data	datum	NOUN
sc-3222	24	13	packets	packet	NOUN
sc-3222	24	14	.	.	PUNCT
sc-3222	25	1	moreover	moreover	ADV
sc-3222	25	2	,	,	PUNCT
sc-3222	25	3	smart	smart	ADJ
sc-3222	25	4	cities	city	NOUN
sc-3222	25	5	need	need	VERB
sc-3222	25	6	secure	secure	ADJ
sc-3222	25	7	communication	communication	NOUN
sc-3222	25	8	channels	channel	NOUN
sc-3222	25	9	due	due	ADP
sc-3222	25	10	to	to	ADP
sc-3222	25	11	that	that	DET
sc-3222	25	12	ids	id	NOUN
sc-3222	25	13	plays	play	VERB
sc-3222	25	14	important	important	ADJ
sc-3222	25	15	role	role	NOUN
sc-3222	26	1	[	[	X
sc-3222	26	2	5	5	NUM
sc-3222	26	3	-	-	SYM
sc-3222	26	4	8	8	NUM
sc-3222	26	5	]	]	PUNCT
sc-3222	26	6	.	.	PUNCT
sc-3222	27	1	figure	figure	NOUN
sc-3222	27	2	1	1	NUM
sc-3222	27	3	,	,	PUNCT
sc-3222	27	4	shows	show	VERB
sc-3222	27	5	the	the	DET
sc-3222	27	6	concept	concept	NOUN
sc-3222	27	7	of	of	ADP
sc-3222	27	8	smart	smart	ADJ
sc-3222	27	9	cities	city	NOUN
sc-3222	27	10	which	which	PRON
sc-3222	27	11	further	far	ADV
sc-3222	27	12	explains	explain	VERB
sc-3222	27	13	smart	smart	ADJ
sc-3222	27	14	house	house	NOUN
sc-3222	27	15	,	,	PUNCT
sc-3222	27	16	hospitals	hospital	NOUN
sc-3222	27	17	,	,	PUNCT
sc-3222	27	18	vehicles	vehicle	NOUN
sc-3222	27	19	and	and	CCONJ
sc-3222	27	20	how	how	SCONJ
sc-3222	27	21	a	a	DET
sc-3222	27	22	smart	smart	ADJ
sc-3222	27	23	city	city	NOUN
sc-3222	27	24	is	be	AUX
sc-3222	27	25	going	go	VERB
sc-3222	27	26	to	to	PART
sc-3222	27	27	be	be	AUX
sc-3222	27	28	connected	connect	VERB
sc-3222	27	29	.	.	PUNCT
sc-3222	28	1	uavs	uavs	PROPN
sc-3222	28	2	can	can	AUX
sc-3222	28	3	be	be	AUX
sc-3222	28	4	merged	merge	VERB
sc-3222	28	5	with	with	ADP
sc-3222	28	6	smart	smart	ADJ
sc-3222	28	7	cities	city	NOUN
sc-3222	28	8	which	which	PRON
sc-3222	28	9	can	can	AUX
sc-3222	28	10	help	help	VERB
sc-3222	28	11	in	in	ADP
sc-3222	28	12	connectivity	connectivity	NOUN
sc-3222	28	13	.	.	PUNCT
sc-3222	29	1	secure	secure	ADJ
sc-3222	29	2	communication	communication	NOUN
sc-3222	29	3	links	link	NOUN
sc-3222	29	4	are	be	AUX
sc-3222	29	5	designed	design	VERB
sc-3222	29	6	to	to	PART
sc-3222	29	7	reduce	reduce	VERB
sc-3222	29	8	end	end	NOUN
sc-3222	29	9	-	-	PUNCT
sc-3222	29	10	to	to	ADP
sc-3222	29	11	-	-	PUNCT
sc-3222	29	12	end	end	NOUN
sc-3222	29	13	delay	delay	NOUN
sc-3222	29	14	.	.	PUNCT
sc-3222	30	1	while	while	SCONJ
sc-3222	30	2	,	,	PUNCT
sc-3222	30	3	false	false	ADJ
sc-3222	30	4	data	datum	NOUN
sc-3222	30	5	injection	injection	NOUN
sc-3222	30	6	attacks	attack	NOUN
sc-3222	30	7	can	can	AUX
sc-3222	30	8	be	be	AUX
sc-3222	30	9	deployed	deploy	VERB
sc-3222	30	10	with	with	ADP
sc-3222	30	11	help	help	NOUN
sc-3222	30	12	of	of	ADP
sc-3222	30	13	intruder	intruder	NOUN
sc-3222	30	14	to	to	ADP
sc-3222	30	15	unbalance	unbalance	NOUN
sc-3222	30	16	communication	communication	NOUN
sc-3222	30	17	in	in	ADP
sc-3222	30	18	remote	remote	ADJ
sc-3222	30	19	surgery	surgery	NOUN
sc-3222	30	20	of	of	ADP
sc-3222	30	21	high	high	ADJ
sc-3222	30	22	official	official	ADJ
sc-3222	30	23	patient	patient	NOUN
sc-3222	30	24	.	.	PUNCT
sc-3222	31	1	various	various	ADJ
sc-3222	31	2	technologies	technology	NOUN
sc-3222	31	3	like	like	ADP
sc-3222	31	4	markov	markov	NOUN
sc-3222	31	5	chain	chain	NOUN
sc-3222	31	6	,	,	PUNCT
sc-3222	31	7	machine	machine	NOUN
sc-3222	31	8	learning	learning	NOUN
sc-3222	31	9	,	,	PUNCT
sc-3222	31	10	deep	deep	ADJ
sc-3222	31	11	learning	learning	NOUN
sc-3222	31	12	,	,	PUNCT
sc-3222	31	13	ant	ant	ADJ
sc-3222	31	14	colony	colony	NOUN
sc-3222	31	15	optimization	optimization	NOUN
sc-3222	31	16	and	and	CCONJ
sc-3222	31	17	poisson	poisson	NOUN
sc-3222	31	18	distribution	distribution	NOUN
sc-3222	31	19	use	use	NOUN
sc-3222	31	20	to	to	PART
sc-3222	31	21	improve	improve	VERB
sc-3222	31	22	signature	signature	NOUN
sc-3222	31	23	,	,	PUNCT
sc-3222	31	24	anomaly	anomaly	NOUN
sc-3222	31	25	or	or	CCONJ
sc-3222	31	26	hybrid	hybrid	NOUN
sc-3222	31	27	intrusion	intrusion	NOUN
sc-3222	31	28	detection	detection	NOUN
sc-3222	31	29	systems	system	NOUN
sc-3222	31	30	[	[	X
sc-3222	31	31	913	913	NUM
sc-3222	31	32	]	]	PUNCT
sc-3222	31	33	.	.	PUNCT
sc-3222	32	1	figure1	figure1	PROPN
sc-3222	32	2	:	:	PUNCT
sc-3222	33	1	future	future	ADJ
sc-3222	33	2	connected	connected	ADJ
sc-3222	33	3	smart	smart	ADJ
sc-3222	33	4	cities	city	NOUN
sc-3222	33	5	2	2	NUM
sc-3222	33	6	.	.	PUNCT
sc-3222	33	7	literature	literature	NOUN
sc-3222	33	8	study	study	VERB
sc-3222	33	9	the	the	DET
sc-3222	33	10	concept	concept	NOUN
sc-3222	33	11	of	of	ADP
sc-3222	33	12	smart	smart	ADJ
sc-3222	33	13	cities	city	NOUN
sc-3222	33	14	is	be	AUX
sc-3222	33	15	the	the	DET
sc-3222	33	16	need	need	NOUN
sc-3222	33	17	of	of	ADP
sc-3222	33	18	today	today	NOUN
sc-3222	33	19	but	but	CCONJ
sc-3222	33	20	due	due	ADP
sc-3222	33	21	to	to	ADP
sc-3222	33	22	automation	automation	NOUN
sc-3222	33	23	there	there	ADV
sc-3222	33	24	exist	exist	VERB
sc-3222	33	25	many	many	ADJ
sc-3222	33	26	connectivity	connectivity	NOUN
sc-3222	33	27	problems	problem	NOUN
sc-3222	33	28	.	.	PUNCT
sc-3222	34	1	uavs	uavs	PROPN
sc-3222	34	2	operations	operation	NOUN
sc-3222	34	3	are	be	AUX
sc-3222	34	4	possible	possible	ADJ
sc-3222	34	5	in	in	ADP
sc-3222	34	6	smart	smart	ADJ
sc-3222	34	7	cities	city	NOUN
sc-3222	34	8	to	to	PART
sc-3222	34	9	collect	collect	VERB
sc-3222	34	10	information	information	NOUN
sc-3222	34	11	from	from	ADP
sc-3222	34	12	iot	iot	ADJ
sc-3222	34	13	nodes	node	NOUN
sc-3222	34	14	and	and	CCONJ
sc-3222	34	15	send	send	VERB
sc-3222	34	16	to	to	ADP
sc-3222	34	17	base	base	NOUN
sc-3222	34	18	station	station	NOUN
sc-3222	34	19	.	.	PUNCT
sc-3222	35	1	therefore	therefore	ADV
sc-3222	35	2	,	,	PUNCT
sc-3222	35	3	uavs	uavs	PROPN
sc-3222	35	4	actively	actively	ADV
sc-3222	35	5	plays	play	VERB
sc-3222	35	6	important	important	ADJ
sc-3222	35	7	role	role	NOUN
sc-3222	35	8	in	in	ADP
sc-3222	35	9	smart	smart	ADJ
sc-3222	35	10	cities	city	NOUN
sc-3222	35	11	.	.	PUNCT
sc-3222	36	1	dsdv	dsdv	NOUN
sc-3222	36	2	routing	routing	NOUN
sc-3222	36	3	protocol	protocol	NOUN
sc-3222	36	4	is	be	AUX
sc-3222	36	5	having	have	VERB
sc-3222	36	6	the	the	DET
sc-3222	36	7	process	process	NOUN
sc-3222	36	8	of	of	ADP
sc-3222	36	9	incremental	incremental	ADJ
sc-3222	36	10	updates	update	NOUN
sc-3222	36	11	which	which	PRON
sc-3222	36	12	is	be	AUX
sc-3222	36	13	helpful	helpful	ADJ
sc-3222	36	14	to	to	PART
sc-3222	36	15	improve	improve	VERB
sc-3222	36	16	and	and	CCONJ
sc-3222	36	17	secure	secure	VERB
sc-3222	36	18	communication	communication	NOUN
sc-3222	36	19	standards	standard	NOUN
sc-3222	36	20	in	in	ADP
sc-3222	36	21	uav	uav	PROPN
sc-3222	36	22	enabled	enable	VERB
sc-3222	36	23	smart	smart	ADJ
sc-3222	36	24	cities	city	NOUN
sc-3222	36	25	[	[	X
sc-3222	36	26	14	14	NUM
sc-3222	36	27	]	]	PUNCT
sc-3222	36	28	.	.	PUNCT
sc-3222	37	1	moreover	moreover	ADV
sc-3222	37	2	,	,	PUNCT
sc-3222	37	3	for	for	ADP
sc-3222	37	4	secure	secure	ADJ
sc-3222	37	5	communication	communication	NOUN
sc-3222	37	6	protocols	protocol	NOUN
sc-3222	37	7	need	need	VERB
sc-3222	37	8	to	to	PART
sc-3222	37	9	be	be	AUX
sc-3222	37	10	designed	design	VERB
sc-3222	37	11	to	to	PART
sc-3222	37	12	mitigate	mitigate	VERB
sc-3222	37	13	related	related	ADJ
sc-3222	37	14	problems	problem	NOUN
sc-3222	37	15	of	of	ADP
sc-3222	37	16	the	the	DET
sc-3222	37	17	network	network	NOUN
sc-3222	37	18	[	[	X
sc-3222	37	19	15	15	NUM
sc-3222	37	20	]	]	PUNCT
sc-3222	37	21	.	.	PUNCT
sc-3222	38	1	wireless	wireless	ADJ
sc-3222	38	2	connected	connect	VERB
sc-3222	38	3	technology	technology	NOUN
sc-3222	38	4	like	like	ADP
sc-3222	38	5	ieee	ieee	NOUN
sc-3222	38	6	802.11	802.11	NUM
sc-3222	38	7	needs	need	VERB
sc-3222	38	8	more	more	ADJ
sc-3222	38	9	improvements	improvement	NOUN
sc-3222	38	10	.	.	PUNCT
sc-3222	39	1	rssi	rssi	PROPN
sc-3222	39	2	controlled	control	VERB
sc-3222	39	3	machine	machine	NOUN
sc-3222	39	4	learning	learn	VERB
sc-3222	39	5	approach	approach	NOUN
sc-3222	39	6	decision	decision	NOUN
sc-3222	39	7	tree	tree	NOUN
sc-3222	39	8	is	be	AUX
sc-3222	39	9	introduced	introduce	VERB
sc-3222	39	10	which	which	PRON
sc-3222	39	11	has	have	AUX
sc-3222	39	12	shown	show	VERB
sc-3222	39	13	better	well	ADJ
sc-3222	39	14	results	result	NOUN
sc-3222	39	15	in	in	ADP
sc-3222	39	16	signal	signal	ADJ
sc-3222	39	17	strength	strength	NOUN
sc-3222	39	18	indicator	indicator	NOUN
sc-3222	40	1	[	[	X
sc-3222	40	2	16	16	NUM
sc-3222	40	3	]	]	PUNCT
sc-3222	40	4	.	.	PUNCT
sc-3222	41	1	iot	iot	PROPN
sc-3222	41	2	networks	network	NOUN
sc-3222	41	3	in	in	ADP
sc-3222	41	4	smart	smart	ADJ
sc-3222	41	5	cities	city	NOUN
sc-3222	41	6	connect	connect	VERB
sc-3222	41	7	everything	everything	PRON
sc-3222	41	8	through	through	ADP
sc-3222	41	9	wireless	wireless	ADJ
sc-3222	41	10	technology	technology	NOUN
sc-3222	41	11	.	.	PUNCT
sc-3222	42	1	block	block	NOUN
sc-3222	42	2	chain	chain	NOUN
sc-3222	42	3	in	in	ADP
sc-3222	42	4	smart	smart	ADJ
sc-3222	42	5	cities	city	NOUN
sc-3222	42	6	can	can	AUX
sc-3222	42	7	provide	provide	VERB
sc-3222	42	8	better	well	ADJ
sc-3222	42	9	solutions	solution	NOUN
sc-3222	42	10	in	in	ADP
sc-3222	42	11	many	many	ADJ
sc-3222	42	12	applications	application	NOUN
sc-3222	42	13	[	[	X
sc-3222	42	14	17	17	NUM
sc-3222	42	15	]	]	PUNCT
sc-3222	42	16	.	.	PUNCT
sc-3222	43	1	table	table	NOUN
sc-3222	43	2	1	1	NUM
sc-3222	43	3	,	,	PUNCT
sc-3222	43	4	describes	describe	VERB
sc-3222	43	5	the	the	DET
sc-3222	43	6	security	security	NOUN
sc-3222	43	7	attacks	attack	NOUN
sc-3222	43	8	/	/	SYM
sc-3222	43	9	violation	violation	NOUN
sc-3222	43	10	,	,	PUNCT
sc-3222	43	11	related	relate	VERB
sc-3222	43	12	challenges	challenge	NOUN
sc-3222	43	13	in	in	ADP
sc-3222	43	14	smart	smart	ADJ
sc-3222	43	15	cities	city	NOUN
sc-3222	43	16	and	and	CCONJ
sc-3222	43	17	gives	give	VERB
sc-3222	43	18	an	an	DET
sc-3222	43	19	overview	overview	NOUN
sc-3222	43	20	of	of	ADP
sc-3222	43	21	researches	research	NOUN
sc-3222	43	22	in	in	ADP
sc-3222	43	23	this	this	DET
sc-3222	43	24	area	area	NOUN
sc-3222	43	25	.	.	PUNCT
sc-3222	44	1	3	3	X
sc-3222	44	2	.	.	X
sc-3222	44	3	cyber	cyber	PROPN
sc-3222	44	4	threats	threat	NOUN
sc-3222	44	5	on	on	ADP
sc-3222	44	6	smart	smart	ADJ
sc-3222	44	7	cities	city	NOUN
sc-3222	44	8	iot	iot	NOUN
sc-3222	44	9	networks	network	NOUN
sc-3222	44	10	are	be	AUX
sc-3222	44	11	vulnerable	vulnerable	ADJ
sc-3222	44	12	to	to	ADP
sc-3222	44	13	the	the	DET
sc-3222	44	14	cyber	cyber	NOUN
sc-3222	44	15	-	-	PUNCT
sc-3222	44	16	attacks	attack	NOUN
sc-3222	44	17	,	,	PUNCT
sc-3222	44	18	so	so	SCONJ
sc-3222	44	19	in	in	ADP
sc-3222	44	20	a	a	DET
sc-3222	44	21	smart	smart	ADJ
sc-3222	44	22	city	city	NOUN
sc-3222	44	23	such	such	ADJ
sc-3222	44	24	threats	threat	NOUN
sc-3222	44	25	are	be	AUX
sc-3222	44	26	a	a	DET
sc-3222	44	27	big	big	ADJ
sc-3222	44	28	challenge	challenge	NOUN
sc-3222	44	29	to	to	PART
sc-3222	44	30	counter	counter	PROPN
sc-3222	44	31	.	.	PROPN
sc-3222	45	1	dos	dos	PROPN
sc-3222	45	2	,	,	PUNCT
sc-3222	45	3	ddos	ddo	NOUN
sc-3222	45	4	,	,	PUNCT
sc-3222	45	5	sybil	sybil	NOUN
sc-3222	45	6	attack	attack	NOUN
sc-3222	45	7	,	,	PUNCT
sc-3222	45	8	sql	sql	NOUN
sc-3222	45	9	injection	injection	NOUN
sc-3222	45	10	and	and	CCONJ
sc-3222	45	11	malware	malware	NOUN
sc-3222	45	12	attacks	attack	NOUN
sc-3222	45	13	are	be	AUX
sc-3222	45	14	common	common	ADJ
sc-3222	45	15	types	type	NOUN
sc-3222	45	16	of	of	ADP
sc-3222	45	17	attacks	attack	NOUN
sc-3222	45	18	in	in	ADP
sc-3222	45	19	iot	iot	ADJ
sc-3222	45	20	environment	environment	NOUN
sc-3222	45	21	thus	thus	ADV
sc-3222	45	22	smart	smart	ADJ
sc-3222	45	23	cities	city	NOUN
sc-3222	45	24	are	be	AUX
sc-3222	45	25	also	also	ADV
sc-3222	45	26	subjected	subject	VERB
sc-3222	45	27	to	to	ADP
sc-3222	45	28	these	these	DET
sc-3222	45	29	attacks	attack	NOUN
sc-3222	45	30	.	.	PUNCT
sc-3222	46	1	so	so	ADV
sc-3222	46	2	,	,	PUNCT
sc-3222	46	3	the	the	DET
sc-3222	46	4	result	result	NOUN
sc-3222	46	5	of	of	ADP
sc-3222	46	6	this	this	DET
sc-3222	46	7	insecure	insecure	ADJ
sc-3222	46	8	sensor	sensor	NOUN
sc-3222	46	9	node	node	NOUN
sc-3222	46	10	network	network	NOUN
sc-3222	46	11	can	can	AUX
sc-3222	46	12	be	be	AUX
sc-3222	46	13	system	system	NOUN
sc-3222	46	14	crashing	crash	VERB
sc-3222	46	15	or	or	CCONJ
sc-3222	46	16	service	service	NOUN
sc-3222	46	17	termination	termination	NOUN
sc-3222	46	18	if	if	SCONJ
sc-3222	46	19	left	leave	VERB
sc-3222	46	20	solution	solution	NOUN
sc-3222	46	21	less	less	ADV
sc-3222	46	22	and	and	CCONJ
sc-3222	46	23	unsecure	unsecure	NOUN
sc-3222	46	24	.	.	PUNCT
sc-3222	47	1	such	such	ADJ
sc-3222	47	2	technical	technical	ADJ
sc-3222	47	3	failures	failure	NOUN
sc-3222	47	4	can	can	AUX
sc-3222	47	5	be	be	AUX
sc-3222	47	6	a	a	DET
sc-3222	47	7	full	full	ADJ
sc-3222	47	8	stop	stop	NOUN
sc-3222	47	9	to	to	ADP
sc-3222	47	10	this	this	DET
sc-3222	47	11	advancement	advancement	NOUN
sc-3222	47	12	.	.	PUNCT
sc-3222	48	1	fortunately	fortunately	ADV
sc-3222	48	2	,	,	PUNCT
sc-3222	48	3	no	no	DET
sc-3222	48	4	one	one	NOUN
sc-3222	48	5	is	be	AUX
sc-3222	48	6	left	leave	VERB
sc-3222	48	7	helpless	helpless	ADJ
sc-3222	48	8	over	over	ADP
sc-3222	48	9	these	these	DET
sc-3222	48	10	threats	threat	NOUN
sc-3222	48	11	because	because	SCONJ
sc-3222	48	12	many	many	ADJ
sc-3222	48	13	solutions	solution	NOUN
sc-3222	48	14	are	be	AUX
sc-3222	48	15	been	be	AUX
sc-3222	48	16	available	available	ADJ
sc-3222	48	17	of	of	ADP
sc-3222	48	18	various	various	ADJ
sc-3222	48	19	nature	nature	NOUN
sc-3222	48	20	can	can	AUX
sc-3222	48	21	be	be	AUX
sc-3222	48	22	used	use	VERB
sc-3222	48	23	accordingly	accordingly	ADV
sc-3222	48	24	[	[	X
sc-3222	48	25	28	28	NUM
sc-3222	48	26	-	-	SYM
sc-3222	48	27	29	29	NUM
sc-3222	48	28	]	]	PUNCT
sc-3222	48	29	.	.	PUNCT
sc-3222	49	1	eai	eai	PROPN
sc-3222	49	2	endorsed	endorse	VERB
sc-3222	49	3	transactions	transaction	NOUN
sc-3222	49	4	on	on	ADP
sc-3222	49	5	smart	smart	ADJ
sc-3222	49	6	cities	city	NOUN
sc-3222	49	7	|	|	ADV
sc-3222	49	8	volume	volume	VERB
sc-3222	49	9	7	7	NUM
sc-3222	49	10	|	|	NOUN
sc-3222	49	11	issue	issue	NOUN
sc-3222	49	12	2	2	NUM
sc-3222	49	13	|	|	NOUN
sc-3222	49	14	detection	detection	NOUN
sc-3222	49	15	of	of	ADP
sc-3222	49	16	cyber	cyber	NOUN
sc-3222	49	17	attacks	attack	NOUN
sc-3222	49	18	using	use	VERB
sc-3222	49	19	machine	machine	NOUN
sc-3222	49	20	learning	learning	NOUN
sc-3222	49	21	based	base	VERB
sc-3222	49	22	intrusion	intrusion	NOUN
sc-3222	49	23	detection	detection	NOUN
sc-3222	49	24	system	system	NOUN
sc-3222	49	25	for	for	ADP
sc-3222	49	26	iot	iot	NOUN
sc-3222	49	27	based	base	VERB
sc-3222	49	28	smart	smart	ADJ
sc-3222	49	29	cities	city	NOUN
sc-3222	49	30	3	3	NUM
sc-3222	49	31	3.1	3.1	NUM
sc-3222	49	32	.	.	PUNCT
sc-3222	49	33	denial	denial	NOUN
sc-3222	49	34	of	of	ADP
sc-3222	49	35	service	service	NOUN
sc-3222	49	36	attack	attack	NOUN
sc-3222	49	37	(	(	PUNCT
sc-3222	49	38	dos	do	NOUN
sc-3222	49	39	)	)	PUNCT
sc-3222	49	40	on	on	ADP
sc-3222	49	41	smart	smart	ADJ
sc-3222	49	42	cities	city	NOUN
sc-3222	49	43	no	no	DET
sc-3222	49	44	one	one	NOUN
sc-3222	49	45	is	be	AUX
sc-3222	49	46	denial	denial	NOUN
sc-3222	49	47	of	of	ADP
sc-3222	49	48	service	service	NOUN
sc-3222	49	49	(	(	PUNCT
sc-3222	49	50	dos	do	NOUN
sc-3222	49	51	)	)	PUNCT
sc-3222	49	52	attack	attack	NOUN
sc-3222	49	53	is	be	AUX
sc-3222	49	54	most	most	ADV
sc-3222	49	55	basic	basic	ADJ
sc-3222	49	56	type	type	NOUN
sc-3222	49	57	of	of	ADP
sc-3222	49	58	attack	attack	NOUN
sc-3222	49	59	that	that	PRON
sc-3222	49	60	can	can	AUX
sc-3222	49	61	cause	cause	VERB
sc-3222	49	62	the	the	DET
sc-3222	49	63	victim	victim	NOUN
sc-3222	49	64	system	system	NOUN
sc-3222	49	65	to	to	PART
sc-3222	49	66	crash	crash	VERB
sc-3222	49	67	down	down	ADP
sc-3222	49	68	or	or	CCONJ
sc-3222	49	69	become	become	VERB
sc-3222	49	70	unavailable	unavailable	ADJ
sc-3222	49	71	even	even	ADV
sc-3222	49	72	for	for	SCONJ
sc-3222	49	73	the	the	DET
sc-3222	49	74	legal	legal	ADJ
sc-3222	49	75	users	user	NOUN
sc-3222	49	76	due	due	ADJ
sc-3222	49	77	is	be	AUX
sc-3222	49	78	huge	huge	ADJ
sc-3222	49	79	imbursement	imbursement	ADJ
sc-3222	49	80	of	of	ADP
sc-3222	49	81	the	the	DET
sc-3222	49	82	data	data	NOUN
sc-3222	49	83	packets	packet	NOUN
sc-3222	49	84	by	by	ADP
sc-3222	49	85	the	the	DET
sc-3222	49	86	hacker	hacker	NOUN
sc-3222	49	87	or	or	CCONJ
sc-3222	49	88	intruder	intruder	NOUN
sc-3222	49	89	.	.	PUNCT
sc-3222	50	1	thus	thus	ADV
sc-3222	50	2	,	,	PUNCT
sc-3222	50	3	the	the	DET
sc-3222	50	4	purpose	purpose	NOUN
sc-3222	50	5	of	of	ADP
sc-3222	50	6	this	this	DET
sc-3222	50	7	attack	attack	NOUN
sc-3222	50	8	is	be	AUX
sc-3222	50	9	the	the	DET
sc-3222	50	10	hang	hang	NOUN
sc-3222	50	11	up	up	ADP
sc-3222	50	12	victim	victim	NOUN
sc-3222	50	13	services	service	NOUN
sc-3222	50	14	,	,	PUNCT
sc-3222	50	15	like	like	ADP
sc-3222	50	16	an	an	DET
sc-3222	50	17	attack	attack	NOUN
sc-3222	50	18	on	on	ADP
sc-3222	50	19	a	a	DET
sc-3222	50	20	smart	smart	ADJ
sc-3222	50	21	grid	grid	NOUN
sc-3222	50	22	in	in	ADP
sc-3222	50	23	ukraine	ukraine	NOUN
sc-3222	50	24	in	in	ADP
sc-3222	50	25	2015	2015	NUM
sc-3222	50	26	.	.	PUNCT
sc-3222	51	1	in	in	ADP
sc-3222	51	2	smart	smart	ADJ
sc-3222	51	3	cities	city	NOUN
sc-3222	51	4	,	,	PUNCT
sc-3222	51	5	such	such	ADJ
sc-3222	51	6	system	system	NOUN
sc-3222	51	7	unavailability	unavailability	NOUN
sc-3222	51	8	can	can	AUX
sc-3222	51	9	cause	cause	VERB
sc-3222	51	10	a	a	DET
sc-3222	51	11	havoc	havoc	NOUN
sc-3222	51	12	,	,	PUNCT
sc-3222	51	13	so	so	CCONJ
sc-3222	51	14	the	the	DET
sc-3222	51	15	monitoring	monitoring	NOUN
sc-3222	51	16	of	of	ADP
sc-3222	51	17	all	all	DET
sc-3222	51	18	network	network	NOUN
sc-3222	51	19	traffic	traffic	NOUN
sc-3222	51	20	is	be	AUX
sc-3222	51	21	certain	certain	ADJ
sc-3222	51	22	[	[	X
sc-3222	51	23	30	30	NUM
sc-3222	51	24	]	]	PUNCT
sc-3222	51	25	.	.	PUNCT
sc-3222	52	1	figure	figure	NOUN
sc-3222	52	2	2	2	NUM
sc-3222	52	3	,	,	PUNCT
sc-3222	52	4	explains	explain	VERB
sc-3222	52	5	dos	do	NOUN
sc-3222	52	6	attack	attack	NOUN
sc-3222	52	7	mechanism	mechanism	NOUN
sc-3222	52	8	in	in	ADP
sc-3222	52	9	detail	detail	NOUN
sc-3222	52	10	,	,	PUNCT
sc-3222	52	11	how	how	SCONJ
sc-3222	52	12	a	a	DET
sc-3222	52	13	system	system	NOUN
sc-3222	52	14	is	be	AUX
sc-3222	52	15	being	be	AUX
sc-3222	52	16	attacked	attack	VERB
sc-3222	52	17	in	in	ADP
sc-3222	52	18	dos	do	NOUN
sc-3222	52	19	and	and	CCONJ
sc-3222	52	20	represent	represent	VERB
sc-3222	52	21	the	the	DET
sc-3222	52	22	service	service	NOUN
sc-3222	52	23	termination	termination	NOUN
sc-3222	52	24	as	as	ADP
sc-3222	52	25	attack	attack	NOUN
sc-3222	52	26	result	result	NOUN
sc-3222	52	27	.	.	PUNCT
sc-3222	53	1	table	table	NOUN
sc-3222	53	2	1	1	NUM
sc-3222	53	3	:	:	PUNCT
sc-3222	53	4	cyber	cyber	NOUN
sc-3222	53	5	attacks	attack	NOUN
sc-3222	53	6	with	with	ADP
sc-3222	53	7	related	related	ADJ
sc-3222	53	8	challenges	challenge	NOUN
sc-3222	53	9	reference	reference	VERB
sc-3222	53	10	security	security	NOUN
sc-3222	53	11	attacks	attack	NOUN
sc-3222	53	12	/	/	SYM
sc-3222	53	13	violations	violation	NOUN
sc-3222	53	14	field	field	NOUN
sc-3222	53	15	of	of	ADP
sc-3222	53	16	study	study	NOUN
sc-3222	53	17	description	description	NOUN
sc-3222	53	18	[	[	X
sc-3222	53	19	18	18	NUM
sc-3222	53	20	]	]	PUNCT
sc-3222	53	21	ddos	ddo	NOUN
sc-3222	53	22	,	,	PUNCT
sc-3222	53	23	access	access	NOUN
sc-3222	53	24	attack	attack	NOUN
sc-3222	53	25	iot	iot	PROPN
sc-3222	53	26	iot	iot	PROPN
sc-3222	53	27	needs	need	VERB
sc-3222	53	28	to	to	PART
sc-3222	53	29	be	be	AUX
sc-3222	53	30	secure	secure	ADJ
sc-3222	53	31	thus	thus	ADV
sc-3222	53	32	an	an	DET
sc-3222	53	33	analysis	analysis	NOUN
sc-3222	53	34	is	be	AUX
sc-3222	53	35	necessary	necessary	ADJ
sc-3222	53	36	to	to	PART
sc-3222	53	37	be	be	AUX
sc-3222	53	38	done	do	VERB
sc-3222	53	39	on	on	ADP
sc-3222	53	40	various	various	ADJ
sc-3222	53	41	kind	kind	NOUN
sc-3222	53	42	of	of	ADP
sc-3222	53	43	attacks	attack	NOUN
sc-3222	53	44	and	and	CCONJ
sc-3222	53	45	solution	solution	NOUN
sc-3222	53	46	to	to	ADP
sc-3222	53	47	them	they	PRON
sc-3222	53	48	.	.	PUNCT
sc-3222	54	1	[	[	X
sc-3222	54	2	19	19	NUM
sc-3222	54	3	]	]	X
sc-3222	54	4	man	man	NOUN
sc-3222	54	5	-	-	PUNCT
sc-3222	54	6	in	in	ADP
sc-3222	54	7	-	-	PUNCT
sc-3222	54	8	the	the	DET
sc-3222	54	9	-	-	PUNCT
sc-3222	54	10	middle	middle	ADJ
sc-3222	54	11	(	(	PUNCT
sc-3222	54	12	mitm	mitm	NOUN
sc-3222	54	13	)	)	PUNCT
sc-3222	54	14	attack	attack	NOUN
sc-3222	54	15	,	,	PUNCT
sc-3222	54	16	ping	ping	NOUN
sc-3222	54	17	ddos	ddos	PROPN
sc-3222	54	18	flood	flood	NOUN
sc-3222	54	19	attack	attack	NOUN
sc-3222	54	20	,	,	PUNCT
sc-3222	54	21	modbus	modbus	PROPN
sc-3222	54	22	query	query	NOUN
sc-3222	54	23	flood	flood	NOUN
sc-3222	54	24	attack	attack	NOUN
sc-3222	54	25	,	,	PUNCT
sc-3222	54	26	and	and	CCONJ
sc-3222	54	27	tcp	tcp	VERB
sc-3222	54	28	syn	syn	PROPN
sc-3222	54	29	ddos	ddos	PROPN
sc-3222	54	30	flood	flood	NOUN
sc-3222	54	31	attack	attack	NOUN
sc-3222	54	32	iot	iot	VERB
sc-3222	54	33	this	this	DET
sc-3222	54	34	paper	paper	NOUN
sc-3222	54	35	proposed	propose	VERB
sc-3222	54	36	a	a	DET
sc-3222	54	37	deep	deep	ADJ
sc-3222	54	38	leaning	lean	VERB
sc-3222	54	39	approach	approach	NOUN
sc-3222	54	40	to	to	PART
sc-3222	54	41	detect	detect	VERB
sc-3222	54	42	the	the	DET
sc-3222	54	43	mentioned	mention	VERB
sc-3222	54	44	attacks	attack	NOUN
sc-3222	54	45	and	and	CCONJ
sc-3222	54	46	applies	apply	VERB
sc-3222	54	47	long	long	ADJ
sc-3222	54	48	shortterm	shortterm	NOUN
sc-3222	54	49	memory	memory	NOUN
sc-3222	54	50	(	(	PUNCT
sc-3222	54	51	lstm	lstm	NOUN
sc-3222	54	52	)	)	PUNCT
sc-3222	54	53	module	module	NOUN
sc-3222	54	54	.	.	PUNCT
sc-3222	55	1	[	[	X
sc-3222	55	2	20	20	NUM
sc-3222	55	3	]	]	SYM
sc-3222	55	4	ddos	ddo	NOUN
sc-3222	55	5	,	,	PUNCT
sc-3222	55	6	malware	malware	NOUN
sc-3222	55	7	iot	iot	NOUN
sc-3222	55	8	this	this	DET
sc-3222	55	9	work	work	NOUN
sc-3222	55	10	analyzes	analyze	VERB
sc-3222	55	11	the	the	DET
sc-3222	55	12	real	real	ADJ
sc-3222	55	13	time	time	NOUN
sc-3222	55	14	attacks	attack	NOUN
sc-3222	55	15	and	and	CCONJ
sc-3222	55	16	suggest	suggest	VERB
sc-3222	55	17	a	a	DET
sc-3222	55	18	threefold	threefold	ADJ
sc-3222	55	19	approach	approach	NOUN
sc-3222	55	20	.	.	PUNCT
sc-3222	56	1	[	[	X
sc-3222	56	2	21	21	NUM
sc-3222	56	3	]	]	X
sc-3222	56	4	ddos	ddo	NOUN
sc-3222	56	5	iot	iot	NOUN
sc-3222	56	6	in	in	ADP
sc-3222	56	7	a	a	DET
sc-3222	56	8	smart	smart	ADJ
sc-3222	56	9	power	power	NOUN
sc-3222	56	10	system	system	NOUN
sc-3222	56	11	,	,	PUNCT
sc-3222	56	12	iot	iot	PROPN
sc-3222	56	13	managed	manage	VERB
sc-3222	56	14	load	load	NOUN
sc-3222	56	15	could	could	AUX
sc-3222	56	16	be	be	AUX
sc-3222	56	17	vulnerable	vulnerable	ADJ
sc-3222	56	18	to	to	ADP
sc-3222	56	19	attacks	attack	NOUN
sc-3222	56	20	.	.	PUNCT
sc-3222	57	1	this	this	DET
sc-3222	57	2	paper	paper	NOUN
sc-3222	57	3	presents	present	VERB
sc-3222	57	4	a	a	DET
sc-3222	57	5	detailed	detailed	ADJ
sc-3222	57	6	report	report	NOUN
sc-3222	57	7	on	on	ADP
sc-3222	57	8	threat	threat	NOUN
sc-3222	57	9	analysis	analysis	NOUN
sc-3222	57	10	.	.	PUNCT
sc-3222	58	1	[	[	X
sc-3222	58	2	22	22	NUM
sc-3222	58	3	]	]	X
sc-3222	58	4	false	false	ADJ
sc-3222	58	5	data	datum	NOUN
sc-3222	58	6	injection	injection	NOUN
sc-3222	58	7	attack	attack	NOUN
sc-3222	58	8	iot	iot	VERB
sc-3222	58	9	the	the	DET
sc-3222	58	10	security	security	NOUN
sc-3222	58	11	of	of	ADP
sc-3222	58	12	smart	smart	ADJ
sc-3222	58	13	electric	electric	ADJ
sc-3222	58	14	vehicles	vehicle	NOUN
sc-3222	58	15	is	be	AUX
sc-3222	58	16	subject	subject	ADJ
sc-3222	58	17	into	into	ADP
sc-3222	58	18	account	account	NOUN
sc-3222	58	19	by	by	ADP
sc-3222	58	20	this	this	DET
sc-3222	58	21	work	work	NOUN
sc-3222	58	22	and	and	CCONJ
sc-3222	58	23	proposes	propose	VERB
sc-3222	58	24	semidefinite	semidefinite	PROPN
sc-3222	58	25	programming	programming	PROPN
sc-3222	58	26	approach	approach	NOUN
sc-3222	58	27	-	-	PUNCT
sc-3222	58	28	based	base	VERB
sc-3222	58	29	algorithm	algorithm	NOUN
sc-3222	58	30	.	.	PUNCT
sc-3222	59	1	[	[	X
sc-3222	59	2	23	23	NUM
sc-3222	59	3	]	]	SYM
sc-3222	59	4	denial	denial	NOUN
sc-3222	59	5	of	of	ADP
sc-3222	59	6	service	service	NOUN
sc-3222	59	7	(	(	PUNCT
sc-3222	59	8	dos	do	NOUN
sc-3222	59	9	)	)	PUNCT
sc-3222	59	10	attacks	attack	NOUN
sc-3222	59	11	,	,	PUNCT
sc-3222	59	12	injections	injection	NOUN
sc-3222	59	13	,	,	PUNCT
sc-3222	59	14	man	man	NOUN
sc-3222	59	15	in	in	ADP
sc-3222	59	16	the	the	DET
sc-3222	59	17	middle	middle	ADJ
sc-3222	59	18	attacks	attack	NOUN
sc-3222	59	19	,	,	PUNCT
sc-3222	59	20	buffer	buffer	NOUN
sc-3222	59	21	overflow	overflow	NOUN
sc-3222	59	22	iot	iot	NOUN
sc-3222	59	23	this	this	DET
sc-3222	59	24	paper	paper	NOUN
sc-3222	59	25	proposed	propose	VERB
sc-3222	59	26	management	management	NOUN
sc-3222	59	27	-	-	PUNCT
sc-3222	59	28	based	base	VERB
sc-3222	59	29	solution	solution	NOUN
sc-3222	59	30	to	to	ADP
sc-3222	59	31	cyber	cyber	NOUN
sc-3222	59	32	-	-	PUNCT
sc-3222	59	33	attacks	attack	NOUN
sc-3222	59	34	.	.	PUNCT
sc-3222	60	1	[	[	X
sc-3222	60	2	24	24	NUM
sc-3222	60	3	]	]	X
sc-3222	60	4	dos	do	NOUN
sc-3222	60	5	,	,	PUNCT
sc-3222	60	6	ddos	ddo	NOUN
sc-3222	60	7	,	,	PUNCT
sc-3222	60	8	zero	zero	NUM
sc-3222	60	9	-	-	PUNCT
sc-3222	60	10	day	day	NOUN
sc-3222	60	11	attacks	attack	NOUN
sc-3222	60	12	,	,	PUNCT
sc-3222	60	13	mitm	mitm	NOUN
sc-3222	60	14	iot	iot	NOUN
sc-3222	60	15	growth	growth	NOUN
sc-3222	60	16	of	of	ADP
sc-3222	60	17	iot	iot	NOUN
sc-3222	60	18	in	in	ADP
sc-3222	60	19	the	the	DET
sc-3222	60	20	markets	market	NOUN
sc-3222	60	21	has	have	AUX
sc-3222	60	22	given	give	VERB
sc-3222	60	23	rise	rise	NOUN
sc-3222	60	24	to	to	ADP
sc-3222	60	25	cybercrime	cybercrime	NOUN
sc-3222	60	26	in	in	ADP
sc-3222	60	27	this	this	DET
sc-3222	60	28	domain	domain	NOUN
sc-3222	60	29	and	and	CCONJ
sc-3222	60	30	this	this	DET
sc-3222	60	31	work	work	NOUN
sc-3222	60	32	offers	offer	VERB
sc-3222	60	33	detailed	detailed	ADJ
sc-3222	60	34	analysis	analysis	NOUN
sc-3222	60	35	of	of	ADP
sc-3222	60	36	known	know	VERB
sc-3222	60	37	defense	defense	NOUN
sc-3222	60	38	techniques	technique	NOUN
sc-3222	60	39	.	.	PUNCT
sc-3222	61	1	[	[	X
sc-3222	61	2	25	25	NUM
sc-3222	61	3	]	]	PUNCT
sc-3222	61	4	ddos	ddo	NOUN
sc-3222	61	5	iot	iot	NOUN
sc-3222	61	6	this	this	DET
sc-3222	61	7	paper	paper	NOUN
sc-3222	61	8	tries	try	VERB
sc-3222	61	9	to	to	PART
sc-3222	61	10	cover	cover	VERB
sc-3222	61	11	the	the	DET
sc-3222	61	12	destruction	destruction	NOUN
sc-3222	61	13	of	of	ADP
sc-3222	61	14	ddos	ddos	NOUN
sc-3222	61	15	attack	attack	NOUN
sc-3222	61	16	with	with	ADP
sc-3222	61	17	deep	deep	ADJ
sc-3222	61	18	learning	learning	NOUN
sc-3222	61	19	approach	approach	NOUN
sc-3222	61	20	with	with	ADP
sc-3222	61	21	an	an	DET
sc-3222	61	22	excellent	excellent	ADJ
sc-3222	61	23	efficiency	efficiency	NOUN
sc-3222	61	24	[	[	X
sc-3222	61	25	26	26	NUM
sc-3222	61	26	]	]	PUNCT
sc-3222	61	27	intrusion	intrusion	NOUN
sc-3222	61	28	attacks	attack	NOUN
sc-3222	61	29	iot	iot	VERB
sc-3222	61	30	this	this	DET
sc-3222	61	31	paper	paper	NOUN
sc-3222	61	32	provides	provide	VERB
sc-3222	61	33	a	a	DET
sc-3222	61	34	hybrid	hybrid	ADJ
sc-3222	61	35	approach	approach	NOUN
sc-3222	61	36	for	for	ADP
sc-3222	61	37	intelligent	intelligent	ADJ
sc-3222	61	38	secure	secure	ADJ
sc-3222	61	39	system	system	NOUN
sc-3222	61	40	.	.	PUNCT
sc-3222	62	1	eai	eai	PROPN
sc-3222	62	2	endorsed	endorse	VERB
sc-3222	62	3	transactions	transaction	NOUN
sc-3222	62	4	on	on	ADP
sc-3222	62	5	smart	smart	ADJ
sc-3222	62	6	cities	city	NOUN
sc-3222	62	7	online	online	ADV
sc-3222	62	8	first	first	ADV
sc-3222	62	9	eai	eai	PROPN
sc-3222	62	10	endorsed	endorse	VERB
sc-3222	62	11	transactions	transaction	NOUN
sc-3222	62	12	on	on	ADP
sc-3222	62	13	smart	smart	ADJ
sc-3222	62	14	cities	city	NOUN
sc-3222	62	15	|	|	ADV
sc-3222	62	16	volume	volume	VERB
sc-3222	62	17	7	7	NUM
sc-3222	62	18	|	|	NOUN
sc-3222	62	19	issue	issue	NOUN
sc-3222	62	20	2	2	NUM
sc-3222	62	21	|	|	NOUN
sc-3222	62	22	m.	m.	NOUN
sc-3222	62	23	n.	n.	PROPN
sc-3222	62	24	chohan	chohan	PROPN
sc-3222	62	25	et	et	PROPN
sc-3222	62	26	al	al	PROPN
sc-3222	62	27	.	.	PROPN
sc-3222	62	28	4	4	NUM
sc-3222	62	29	figure	figure	NOUN
sc-3222	62	30	2	2	NUM
sc-3222	62	31	:	:	PUNCT
sc-3222	62	32	denial	denial	NOUN
sc-3222	62	33	-	-	PUNCT
sc-3222	62	34	of	of	ADP
sc-3222	62	35	-	-	PUNCT
sc-3222	62	36	service	service	NOUN
sc-3222	62	37	attack	attack	NOUN
sc-3222	62	38	3.2	3.2	NUM
sc-3222	62	39	distributed	distribute	VERB
sc-3222	62	40	denial	denial	NOUN
sc-3222	62	41	of	of	ADP
sc-3222	62	42	service	service	NOUN
sc-3222	62	43	attack	attack	NOUN
sc-3222	62	44	(	(	PUNCT
sc-3222	62	45	ddos	ddo	NOUN
sc-3222	62	46	)	)	PUNCT
sc-3222	62	47	on	on	ADP
sc-3222	62	48	smart	smart	ADJ
sc-3222	62	49	cities	city	NOUN
sc-3222	62	50	distributed	distribute	VERB
sc-3222	62	51	denial	denial	NOUN
sc-3222	62	52	of	of	ADP
sc-3222	62	53	service	service	NOUN
sc-3222	62	54	(	(	PUNCT
sc-3222	62	55	ddos	ddos	NOUN
sc-3222	62	56	)	)	PUNCT
sc-3222	62	57	attack	attack	NOUN
sc-3222	62	58	is	be	AUX
sc-3222	62	59	type	type	NOUN
sc-3222	62	60	of	of	ADP
sc-3222	62	61	dos	do	NOUN
sc-3222	62	62	attacked	attack	VERB
sc-3222	62	63	and	and	CCONJ
sc-3222	62	64	it	it	PRON
sc-3222	62	65	can	can	AUX
sc-3222	62	66	be	be	AUX
sc-3222	62	67	on	on	ADP
sc-3222	62	68	single	single	ADJ
sc-3222	62	69	victim	victim	NOUN
sc-3222	62	70	or	or	CCONJ
sc-3222	62	71	group	group	NOUN
sc-3222	62	72	of	of	ADP
sc-3222	62	73	victims	victim	NOUN
sc-3222	62	74	with	with	ADP
sc-3222	62	75	multiple	multiple	ADJ
sc-3222	62	76	systems	system	NOUN
sc-3222	62	77	operated	operate	VERB
sc-3222	62	78	via	via	ADP
sc-3222	62	79	channels	channel	NOUN
sc-3222	62	80	using	use	VERB
sc-3222	62	81	various	various	ADJ
sc-3222	62	82	compromised	compromise	VERB
sc-3222	62	83	systems	system	NOUN
sc-3222	62	84	or	or	CCONJ
sc-3222	62	85	botnets	botnet	NOUN
sc-3222	62	86	.	.	PUNCT
sc-3222	63	1	a	a	DET
sc-3222	63	2	victim	victim	NOUN
sc-3222	63	3	compromised	compromise	VERB
sc-3222	63	4	with	with	ADP
sc-3222	63	5	such	such	DET
sc-3222	63	6	an	an	DET
sc-3222	63	7	attack	attack	NOUN
sc-3222	63	8	in	in	ADP
sc-3222	63	9	smart	smart	ADJ
sc-3222	63	10	,	,	PUNCT
sc-3222	63	11	drains	drain	VERB
sc-3222	63	12	out	out	ADP
sc-3222	63	13	resources	resource	NOUN
sc-3222	63	14	of	of	ADP
sc-3222	63	15	the	the	DET
sc-3222	63	16	server	server	NOUN
sc-3222	63	17	or	or	CCONJ
sc-3222	63	18	network	network	NOUN
sc-3222	63	19	infrastructure	infrastructure	NOUN
sc-3222	63	20	by	by	ADP
sc-3222	63	21	entertaining	entertain	VERB
sc-3222	63	22	overwhelming	overwhelming	ADJ
sc-3222	63	23	faulty	faulty	ADJ
sc-3222	63	24	packets	packet	NOUN
sc-3222	63	25	in	in	ADP
sc-3222	63	26	place	place	NOUN
sc-3222	63	27	legitimate	legitimate	ADJ
sc-3222	63	28	packets	packet	NOUN
sc-3222	63	29	thus	thus	ADV
sc-3222	63	30	they	they	PRON
sc-3222	63	31	remain	remain	VERB
sc-3222	63	32	unpleased	unpleased	ADJ
sc-3222	63	33	over	over	ADP
sc-3222	63	34	the	the	DET
sc-3222	63	35	victim	victim	NOUN
sc-3222	63	36	.	.	PUNCT
sc-3222	64	1	in	in	ADP
sc-3222	64	2	this	this	DET
sc-3222	64	3	way	way	NOUN
sc-3222	64	4	all	all	DET
sc-3222	64	5	communications	communication	NOUN
sc-3222	64	6	can	can	AUX
sc-3222	64	7	be	be	AUX
sc-3222	64	8	disrupted	disrupt	VERB
sc-3222	64	9	with	with	ADP
sc-3222	64	10	multiple	multiple	ADJ
sc-3222	64	11	consequences	consequence	NOUN
sc-3222	64	12	[	[	X
sc-3222	64	13	31	31	NUM
sc-3222	64	14	]	]	PUNCT
sc-3222	64	15	.	.	PUNCT
sc-3222	65	1	figure	figure	NOUN
sc-3222	65	2	3	3	NUM
sc-3222	65	3	shows	show	VERB
sc-3222	65	4	the	the	DET
sc-3222	65	5	concept	concept	NOUN
sc-3222	65	6	of	of	ADP
sc-3222	65	7	ddos	ddos	NOUN
sc-3222	65	8	attacks	attack	NOUN
sc-3222	65	9	on	on	ADP
sc-3222	65	10	smart	smart	ADJ
sc-3222	65	11	cities	city	NOUN
sc-3222	65	12	and	and	CCONJ
sc-3222	65	13	understanding	understanding	NOUN
sc-3222	65	14	of	of	ADP
sc-3222	65	15	attacker	attacker	NOUN
sc-3222	65	16	,	,	PUNCT
sc-3222	65	17	handler	handler	NOUN
sc-3222	65	18	,	,	PUNCT
sc-3222	65	19	botnet	botnet	NOUN
sc-3222	65	20	and	and	CCONJ
sc-3222	65	21	victim	victim	NOUN
sc-3222	65	22	in	in	ADP
sc-3222	65	23	this	this	DET
sc-3222	65	24	type	type	NOUN
sc-3222	65	25	of	of	ADP
sc-3222	65	26	attack	attack	NOUN
sc-3222	65	27	.	.	PUNCT
sc-3222	66	1	[	[	X
sc-3222	66	2	1	1	NUM
sc-3222	66	3	]	]	PUNCT
sc-3222	66	4	figure	figure	NOUN
sc-3222	66	5	3	3	NUM
sc-3222	66	6	:	:	PUNCT
sc-3222	66	7	ddos	ddos	NOUN
sc-3222	66	8	attack	attack	NOUN
sc-3222	66	9	3.3	3.3	NUM
sc-3222	66	10	sybil	sybil	NOUN
sc-3222	66	11	attack	attack	NOUN
sc-3222	66	12	on	on	ADP
sc-3222	66	13	smart	smart	ADJ
sc-3222	66	14	cities	city	NOUN
sc-3222	66	15	in	in	ADP
sc-3222	66	16	sybil	sybil	NOUN
sc-3222	66	17	attack	attack	NOUN
sc-3222	66	18	,	,	PUNCT
sc-3222	66	19	the	the	DET
sc-3222	66	20	hacker	hacker	NOUN
sc-3222	66	21	pretends	pretend	VERB
sc-3222	66	22	multiple	multiple	ADJ
sc-3222	66	23	identities	identity	NOUN
sc-3222	66	24	using	use	VERB
sc-3222	66	25	them	they	PRON
sc-3222	66	26	all	all	PRON
sc-3222	66	27	at	at	ADP
sc-3222	66	28	the	the	DET
sc-3222	66	29	same	same	ADJ
sc-3222	66	30	time	time	NOUN
sc-3222	66	31	thus	thus	ADV
sc-3222	66	32	these	these	DET
sc-3222	66	33	pseudoidentities	pseudoidentitie	NOUN
sc-3222	66	34	compromise	compromise	VERB
sc-3222	66	35	the	the	DET
sc-3222	66	36	system	system	NOUN
sc-3222	66	37	efficiency	efficiency	NOUN
sc-3222	66	38	.	.	PUNCT
sc-3222	67	1	so	so	ADV
sc-3222	67	2	,	,	PUNCT
sc-3222	67	3	in	in	ADP
sc-3222	67	4	a	a	DET
sc-3222	67	5	smart	smart	ADJ
sc-3222	67	6	city	city	NOUN
sc-3222	67	7	,	,	PUNCT
sc-3222	67	8	aftershocks	aftershock	NOUN
sc-3222	67	9	of	of	ADP
sc-3222	67	10	this	this	PRON
sc-3222	67	11	of	of	ADP
sc-3222	67	12	attacks	attack	NOUN
sc-3222	67	13	are	be	AUX
sc-3222	67	14	privacy	privacy	NOUN
sc-3222	67	15	loss	loss	NOUN
sc-3222	67	16	,	,	PUNCT
sc-3222	67	17	fallacious	fallacious	ADJ
sc-3222	67	18	report	report	NOUN
sc-3222	67	19	generation	generation	NOUN
sc-3222	67	20	,	,	PUNCT
sc-3222	67	21	spam	spam	NOUN
sc-3222	67	22	encounter	encounter	NOUN
sc-3222	67	23	etc	etc	X
sc-3222	67	24	.	.	X
sc-3222	68	1	moreover	moreover	ADV
sc-3222	68	2	,	,	PUNCT
sc-3222	68	3	sybil	sybil	NOUN
sc-3222	68	4	attackers	attacker	NOUN
sc-3222	68	5	incorporate	incorporate	VERB
sc-3222	68	6	various	various	ADJ
sc-3222	68	7	other	other	ADJ
sc-3222	68	8	types	type	NOUN
sc-3222	68	9	of	of	ADP
sc-3222	68	10	attacks	attack	NOUN
sc-3222	68	11	like	like	ADP
sc-3222	68	12	phishing	phishe	VERB
sc-3222	68	13	,	,	PUNCT
sc-3222	68	14	social	social	ADJ
sc-3222	68	15	engineering	engineering	NOUN
sc-3222	68	16	,	,	PUNCT
sc-3222	68	17	malware	malware	NOUN
sc-3222	68	18	etc	etc	X
sc-3222	68	19	.	.	X
sc-3222	68	20	and	and	CCONJ
sc-3222	68	21	also	also	ADV
sc-3222	68	22	encourage	encourage	VERB
sc-3222	68	23	machine	machine	NOUN
sc-3222	68	24	learning	learning	NOUN
sc-3222	68	25	(	(	PUNCT
sc-3222	68	26	ml	ml	NOUN
sc-3222	68	27	)	)	PUNCT
sc-3222	68	28	methods	method	NOUN
sc-3222	68	29	in	in	ADP
sc-3222	68	30	their	their	PRON
sc-3222	68	31	attack	attack	NOUN
sc-3222	68	32	patters	patter	NOUN
sc-3222	68	33	[	[	X
sc-3222	68	34	32	32	NUM
sc-3222	68	35	]	]	PUNCT
sc-3222	68	36	.	.	PUNCT
sc-3222	69	1	3.4	3.4	NUM
sc-3222	69	2	sql	sql	NOUN
sc-3222	69	3	injection	injection	NOUN
sc-3222	69	4	attack	attack	NOUN
sc-3222	69	5	on	on	ADP
sc-3222	69	6	smart	smart	ADJ
sc-3222	69	7	cities	city	NOUN
sc-3222	69	8	whenever	whenever	SCONJ
sc-3222	69	9	the	the	DET
sc-3222	69	10	target	target	NOUN
sc-3222	69	11	is	be	AUX
sc-3222	69	12	sensitive	sensitive	ADJ
sc-3222	69	13	data	datum	NOUN
sc-3222	69	14	,	,	PUNCT
sc-3222	69	15	sql	sql	NOUN
sc-3222	69	16	injective	injective	NOUN
sc-3222	69	17	is	be	AUX
sc-3222	69	18	famous	famous	ADJ
sc-3222	69	19	way	way	NOUN
sc-3222	69	20	to	to	PART
sc-3222	69	21	proceed	proceed	VERB
sc-3222	69	22	.	.	PUNCT
sc-3222	70	1	this	this	DET
sc-3222	70	2	attack	attack	NOUN
sc-3222	70	3	can	can	AUX
sc-3222	70	4	read	read	VERB
sc-3222	70	5	as	as	ADV
sc-3222	70	6	well	well	ADV
sc-3222	70	7	as	as	ADP
sc-3222	70	8	delete	delete	ADJ
sc-3222	70	9	data	datum	NOUN
sc-3222	70	10	and	and	CCONJ
sc-3222	70	11	also	also	ADV
sc-3222	70	12	this	this	DET
sc-3222	70	13	intrusion	intrusion	NOUN
sc-3222	70	14	has	have	VERB
sc-3222	70	15	application	application	NOUN
sc-3222	70	16	to	to	PART
sc-3222	70	17	destroy	destroy	VERB
sc-3222	70	18	sql	sql	NOUN
sc-3222	70	19	databases	database	NOUN
sc-3222	70	20	.	.	PUNCT
sc-3222	71	1	all	all	DET
sc-3222	71	2	the	the	DET
sc-3222	71	3	sensitive	sensitive	ADJ
sc-3222	71	4	data	datum	NOUN
sc-3222	71	5	from	from	ADP
sc-3222	71	6	various	various	ADJ
sc-3222	71	7	ends	end	NOUN
sc-3222	71	8	and	and	CCONJ
sc-3222	71	9	sensor	sensor	NOUN
sc-3222	71	10	nodes	node	NOUN
sc-3222	71	11	of	of	ADP
sc-3222	71	12	smart	smart	ADJ
sc-3222	71	13	appliances	appliance	NOUN
sc-3222	71	14	in	in	ADP
sc-3222	71	15	a	a	DET
sc-3222	71	16	smart	smart	ADJ
sc-3222	71	17	city	city	NOUN
sc-3222	71	18	can	can	AUX
sc-3222	71	19	be	be	AUX
sc-3222	71	20	at	at	ADP
sc-3222	71	21	risk	risk	NOUN
sc-3222	71	22	.	.	PUNCT
sc-3222	72	1	so	so	ADV
sc-3222	72	2	,	,	PUNCT
sc-3222	72	3	the	the	DET
sc-3222	72	4	databases	database	NOUN
sc-3222	72	5	in	in	ADP
sc-3222	72	6	a	a	DET
sc-3222	72	7	smart	smart	ADJ
sc-3222	72	8	city	city	NOUN
sc-3222	72	9	must	must	AUX
sc-3222	72	10	be	be	AUX
sc-3222	72	11	highly	highly	ADV
sc-3222	72	12	protected	protect	VERB
sc-3222	72	13	for	for	SCONJ
sc-3222	72	14	the	the	DET
sc-3222	72	15	users	user	NOUN
sc-3222	72	16	to	to	PART
sc-3222	72	17	have	have	VERB
sc-3222	72	18	their	their	PRON
sc-3222	72	19	privacy	privacy	NOUN
sc-3222	73	1	[	[	X
sc-3222	73	2	33	33	NUM
sc-3222	73	3	]	]	PUNCT
sc-3222	73	4	.	.	PUNCT
sc-3222	73	5	3.5	3.5	NUM
sc-3222	73	6	malware	malware	NOUN
sc-3222	73	7	attack	attack	NOUN
sc-3222	73	8	on	on	ADP
sc-3222	73	9	smart	smart	ADJ
sc-3222	73	10	cities	city	NOUN
sc-3222	73	11	malware	malware	NOUN
sc-3222	73	12	is	be	AUX
sc-3222	73	13	one	one	NUM
sc-3222	73	14	of	of	ADP
sc-3222	73	15	the	the	DET
sc-3222	73	16	largest	large	ADJ
sc-3222	73	17	group	group	NOUN
sc-3222	73	18	of	of	ADP
sc-3222	73	19	threats	threat	NOUN
sc-3222	73	20	with	with	ADP
sc-3222	73	21	various	various	ADJ
sc-3222	73	22	types	type	NOUN
sc-3222	73	23	and	and	CCONJ
sc-3222	73	24	classes	class	NOUN
sc-3222	73	25	of	of	ADP
sc-3222	73	26	intrusion	intrusion	NOUN
sc-3222	73	27	and	and	CCONJ
sc-3222	73	28	threats	threat	NOUN
sc-3222	73	29	.	.	PUNCT
sc-3222	74	1	famous	famous	ADJ
sc-3222	74	2	classes	class	NOUN
sc-3222	74	3	of	of	ADP
sc-3222	74	4	malware	malware	NOUN
sc-3222	74	5	are	be	AUX
sc-3222	74	6	ransomwares	ransomware	NOUN
sc-3222	74	7	,	,	PUNCT
sc-3222	74	8	trojans	trojan	NOUN
sc-3222	74	9	,	,	PUNCT
sc-3222	74	10	worms	worm	NOUN
sc-3222	74	11	etc	etc	X
sc-3222	74	12	.	.	X
sc-3222	75	1	they	they	PRON
sc-3222	75	2	actually	actually	ADV
sc-3222	75	3	infect	infect	VERB
sc-3222	75	4	the	the	DET
sc-3222	75	5	victim	victim	NOUN
sc-3222	75	6	with	with	ADP
sc-3222	75	7	various	various	ADJ
sc-3222	75	8	kind	kind	NOUN
sc-3222	75	9	of	of	ADP
sc-3222	75	10	viruses	virus	NOUN
sc-3222	75	11	thus	thus	ADV
sc-3222	75	12	resulting	result	VERB
sc-3222	75	13	in	in	ADP
sc-3222	75	14	victims	victim	NOUN
sc-3222	75	15	’	’	PART
sc-3222	75	16	data	datum	NOUN
sc-3222	75	17	loss	loss	NOUN
sc-3222	75	18	.	.	PUNCT
sc-3222	76	1	in	in	ADP
sc-3222	76	2	a	a	DET
sc-3222	76	3	smart	smart	ADJ
sc-3222	76	4	city	city	NOUN
sc-3222	76	5	,	,	PUNCT
sc-3222	76	6	all	all	DET
sc-3222	76	7	the	the	DET
sc-3222	76	8	customer	customer	NOUN
sc-3222	76	9	’s	’s	PART
sc-3222	76	10	data	datum	NOUN
sc-3222	76	11	can	can	AUX
sc-3222	76	12	be	be	AUX
sc-3222	76	13	at	at	ADP
sc-3222	76	14	stack	stack	NOUN
sc-3222	76	15	of	of	ADP
sc-3222	76	16	destruction	destruction	NOUN
sc-3222	76	17	thus	thus	ADV
sc-3222	76	18	leaving	leave	VERB
sc-3222	76	19	the	the	DET
sc-3222	76	20	core	core	NOUN
sc-3222	76	21	cause	cause	NOUN
sc-3222	76	22	of	of	ADP
sc-3222	76	23	easing	ease	VERB
sc-3222	76	24	humanity	humanity	NOUN
sc-3222	76	25	smart	smart	ADJ
sc-3222	76	26	cities	city	NOUN
sc-3222	77	1	[	[	X
sc-3222	77	2	34	34	NUM
sc-3222	77	3	]	]	PUNCT
sc-3222	77	4	.	.	PUNCT
sc-3222	78	1	4	4	X
sc-3222	78	2	.	.	X
sc-3222	78	3	machine	machine	NOUN
sc-3222	78	4	learning	learning	PROPN
sc-3222	78	5	based	base	VERB
sc-3222	78	6	intrusion	intrusion	NOUN
sc-3222	78	7	detection	detection	NOUN
sc-3222	78	8	system	system	NOUN
sc-3222	78	9	the	the	DET
sc-3222	78	10	finest	fine	ADJ
sc-3222	78	11	approach	approach	NOUN
sc-3222	78	12	in	in	ADP
sc-3222	78	13	the	the	DET
sc-3222	78	14	detection	detection	NOUN
sc-3222	78	15	and	and	CCONJ
sc-3222	78	16	mitigation	mitigation	NOUN
sc-3222	78	17	of	of	ADP
sc-3222	78	18	various	various	ADJ
sc-3222	78	19	threats	threat	NOUN
sc-3222	78	20	in	in	ADP
sc-3222	78	21	smart	smart	ADJ
sc-3222	78	22	cities	city	NOUN
sc-3222	78	23	is	be	AUX
sc-3222	78	24	machine	machine	NOUN
sc-3222	78	25	learning	learning	NOUN
sc-3222	78	26	.	.	PUNCT
sc-3222	79	1	we	we	PRON
sc-3222	79	2	are	be	AUX
sc-3222	79	3	using	use	VERB
sc-3222	79	4	ml	ml	NOUN
sc-3222	79	5	for	for	ADP
sc-3222	79	6	the	the	DET
sc-3222	79	7	detection	detection	NOUN
sc-3222	79	8	of	of	ADP
sc-3222	79	9	cyber	cyber	ADJ
sc-3222	79	10	threats	threat	NOUN
sc-3222	79	11	in	in	ADP
sc-3222	79	12	networks	network	NOUN
sc-3222	79	13	of	of	ADP
sc-3222	79	14	a	a	DET
sc-3222	79	15	smart	smart	ADJ
sc-3222	79	16	city	city	NOUN
sc-3222	79	17	.	.	PUNCT
sc-3222	80	1	there	there	PRON
sc-3222	80	2	are	be	VERB
sc-3222	80	3	three	three	NUM
sc-3222	80	4	main	main	ADJ
sc-3222	80	5	types	type	NOUN
sc-3222	80	6	of	of	ADP
sc-3222	80	7	ml	ml	ADP
sc-3222	80	8	approaches	approach	NOUN
sc-3222	80	9	:	:	PUNCT
sc-3222	80	10	anomaly	anomaly	NOUN
sc-3222	80	11	-	-	PUNCT
sc-3222	80	12	based	base	VERB
sc-3222	80	13	,	,	PUNCT
sc-3222	80	14	signature	signature	NOUN
sc-3222	80	15	-	-	PUNCT
sc-3222	80	16	based	base	VERB
sc-3222	80	17	and	and	CCONJ
sc-3222	80	18	hybrid	hybrid	NOUN
sc-3222	80	19	.	.	PUNCT
sc-3222	81	1	anomalybased	anomalybase	VERB
sc-3222	81	2	detection	detection	NOUN
sc-3222	81	3	is	be	AUX
sc-3222	81	4	through	through	ADP
sc-3222	81	5	the	the	DET
sc-3222	81	6	system	system	NOUN
sc-3222	81	7	intelligence	intelligence	NOUN
sc-3222	81	8	trained	train	VERB
sc-3222	81	9	through	through	ADP
sc-3222	81	10	various	various	ADJ
sc-3222	81	11	techniques	technique	NOUN
sc-3222	81	12	[	[	X
sc-3222	81	13	35	35	NUM
sc-3222	81	14	]	]	PUNCT
sc-3222	81	15	,	,	PUNCT
sc-3222	81	16	signature	signature	NOUN
sc-3222	81	17	-	-	PUNCT
sc-3222	81	18	based	base	VERB
sc-3222	81	19	approach	approach	NOUN
sc-3222	81	20	cross	cross	NOUN
sc-3222	81	21	compares	compare	VERB
sc-3222	81	22	the	the	DET
sc-3222	81	23	network	network	NOUN
sc-3222	81	24	traffic	traffic	NOUN
sc-3222	81	25	with	with	ADP
sc-3222	81	26	existing	exist	VERB
sc-3222	81	27	signature	signature	NOUN
sc-3222	81	28	or	or	CCONJ
sc-3222	81	29	attack	attack	NOUN
sc-3222	81	30	pattern	pattern	NOUN
sc-3222	81	31	thus	thus	ADV
sc-3222	81	32	results	result	VERB
sc-3222	81	33	threat	threat	NOUN
sc-3222	81	34	detection	detection	NOUN
sc-3222	81	35	[	[	X
sc-3222	81	36	36	36	NUM
sc-3222	81	37	]	]	PUNCT
sc-3222	81	38	and	and	CCONJ
sc-3222	81	39	hybrid	hybrid	ADJ
sc-3222	81	40	system	system	NOUN
sc-3222	81	41	is	be	AUX
sc-3222	81	42	mixture	mixture	NOUN
sc-3222	81	43	of	of	ADP
sc-3222	81	44	assets	asset	NOUN
sc-3222	81	45	of	of	ADP
sc-3222	81	46	both	both	PRON
sc-3222	81	47	thus	thus	ADV
sc-3222	81	48	more	more	ADV
sc-3222	81	49	effective	effective	ADJ
sc-3222	81	50	and	and	CCONJ
sc-3222	81	51	accurate	accurate	ADJ
sc-3222	81	52	than	than	ADP
sc-3222	81	53	both	both	PRON
sc-3222	81	54	of	of	ADP
sc-3222	81	55	then	then	ADV
sc-3222	81	56	[	[	X
sc-3222	81	57	37	37	NUM
sc-3222	81	58	]	]	PUNCT
sc-3222	81	59	.	.	PUNCT
sc-3222	82	1	depending	depend	VERB
sc-3222	82	2	on	on	ADP
sc-3222	82	3	environment	environment	NOUN
sc-3222	82	4	scenarios	scenario	NOUN
sc-3222	82	5	,	,	PUNCT
sc-3222	82	6	various	various	ADJ
sc-3222	82	7	researchers	researcher	NOUN
sc-3222	82	8	have	have	AUX
sc-3222	82	9	developed	develop	VERB
sc-3222	82	10	different	different	ADJ
sc-3222	82	11	types	type	NOUN
sc-3222	82	12	of	of	ADP
sc-3222	82	13	idss	idss	ADV
sc-3222	82	14	using	use	VERB
sc-3222	82	15	different	different	ADJ
sc-3222	82	16	approaches	approach	NOUN
sc-3222	82	17	,	,	PUNCT
sc-3222	82	18	algorithms	algorithm	NOUN
sc-3222	82	19	with	with	ADP
sc-3222	82	20	different	different	ADJ
sc-3222	82	21	target	target	NOUN
sc-3222	82	22	systems	system	NOUN
sc-3222	82	23	and	and	CCONJ
sc-3222	82	24	compare	compare	VERB
sc-3222	82	25	the	the	DET
sc-3222	82	26	precision	precision	NOUN
sc-3222	82	27	and	and	CCONJ
sc-3222	82	28	accuracy	accuracy	NOUN
sc-3222	82	29	of	of	ADP
sc-3222	82	30	their	their	PRON
sc-3222	82	31	proposed	propose	VERB
sc-3222	82	32	algorithm	algorithm	NOUN
sc-3222	82	33	with	with	ADP
sc-3222	82	34	other	other	ADJ
sc-3222	82	35	algorithms	algorithm	NOUN
sc-3222	82	36	in	in	ADP
sc-3222	82	37	their	their	PRON
sc-3222	82	38	case	case	NOUN
sc-3222	82	39	study	study	NOUN
sc-3222	82	40	[	[	X
sc-3222	82	41	38	38	NUM
sc-3222	82	42	-	-	SYM
sc-3222	82	43	39	39	NUM
sc-3222	82	44	]	]	PUNCT
sc-3222	82	45	.	.	PUNCT
sc-3222	83	1	eai	eai	PROPN
sc-3222	83	2	endorsed	endorse	VERB
sc-3222	83	3	transactions	transaction	NOUN
sc-3222	83	4	on	on	ADP
sc-3222	83	5	smart	smart	ADJ
sc-3222	83	6	cities	city	NOUN
sc-3222	83	7	|	|	ADV
sc-3222	83	8	volume	volume	VERB
sc-3222	83	9	7	7	NUM
sc-3222	83	10	|	|	NOUN
sc-3222	83	11	issue	issue	NOUN
sc-3222	83	12	2	2	NUM
sc-3222	83	13	|	|	NOUN
sc-3222	83	14	detection	detection	NOUN
sc-3222	83	15	of	of	ADP
sc-3222	83	16	cyber	cyber	NOUN
sc-3222	83	17	attacks	attack	NOUN
sc-3222	83	18	using	use	VERB
sc-3222	83	19	machine	machine	NOUN
sc-3222	83	20	learning	learning	NOUN
sc-3222	83	21	based	base	VERB
sc-3222	83	22	intrusion	intrusion	NOUN
sc-3222	83	23	detection	detection	NOUN
sc-3222	83	24	system	system	NOUN
sc-3222	83	25	for	for	ADP
sc-3222	83	26	iot	iot	NOUN
sc-3222	83	27	based	base	VERB
sc-3222	83	28	smart	smart	ADJ
sc-3222	83	29	cities	city	NOUN
sc-3222	83	30	5	5	NUM
sc-3222	83	31	5	5	NUM
sc-3222	83	32	.	.	PUNCT
sc-3222	83	33	simulation	simulation	NOUN
sc-3222	83	34	environment	environment	PROPN
sc-3222	83	35	&	&	CCONJ
sc-3222	83	36	results	result	VERB
sc-3222	83	37	python	python	PROPN
sc-3222	83	38	is	be	AUX
sc-3222	83	39	used	use	VERB
sc-3222	83	40	to	to	PART
sc-3222	83	41	create	create	VERB
sc-3222	83	42	the	the	DET
sc-3222	83	43	simulation	simulation	NOUN
sc-3222	83	44	environment	environment	NOUN
sc-3222	83	45	.	.	PUNCT
sc-3222	84	1	the	the	DET
sc-3222	84	2	most	most	ADV
sc-3222	84	3	popular	popular	ADJ
sc-3222	84	4	dataset	dataset	NOUN
sc-3222	84	5	unsw	unsw	NOUN
sc-3222	84	6	-	-	PUNCT
sc-3222	84	7	nb15	nb15	PROPN
sc-3222	84	8	is	be	AUX
sc-3222	84	9	used	use	VERB
sc-3222	84	10	.	.	PUNCT
sc-3222	85	1	however	however	ADV
sc-3222	85	2	,	,	PUNCT
sc-3222	85	3	machine	machine	NOUN
sc-3222	85	4	learning	learn	VERB
sc-3222	85	5	algorithms	algorithm	NOUN
sc-3222	85	6	like	like	ADP
sc-3222	85	7	ada	ada	PROPN
sc-3222	85	8	boost	boost	PROPN
sc-3222	85	9	,	,	PUNCT
sc-3222	85	10	auto	auto	NOUN
sc-3222	85	11	encoder	encoder	NOUN
sc-3222	85	12	classifier	classifier	NOUN
sc-3222	85	13	,	,	PUNCT
sc-3222	85	14	linear	linear	ADJ
sc-3222	85	15	support	support	NOUN
sc-3222	85	16	vector	vector	NOUN
sc-3222	85	17	machine	machine	NOUN
sc-3222	85	18	,	,	PUNCT
sc-3222	85	19	quadratic	quadratic	ADJ
sc-3222	85	20	support	support	NOUN
sc-3222	85	21	vector	vector	NOUN
sc-3222	85	22	machine	machine	NOUN
sc-3222	85	23	and	and	CCONJ
sc-3222	85	24	multi	multi	ADJ
sc-3222	85	25	-	-	ADJ
sc-3222	85	26	layer	layer	ADJ
sc-3222	85	27	perceptron	perceptron	NOUN
sc-3222	85	28	are	be	AUX
sc-3222	85	29	simulated	simulate	VERB
sc-3222	85	30	to	to	PART
sc-3222	85	31	detect	detect	VERB
sc-3222	85	32	cyber	cyber	NOUN
sc-3222	85	33	-	-	PUNCT
sc-3222	85	34	attacks	attack	NOUN
sc-3222	85	35	[	[	X
sc-3222	85	36	39	39	NUM
sc-3222	85	37	-	-	SYM
sc-3222	85	38	45	45	NUM
sc-3222	85	39	]	]	PUNCT
sc-3222	85	40	.	.	PUNCT
sc-3222	86	1	table	table	NOUN
sc-3222	86	2	2	2	NUM
sc-3222	86	3	shows	show	VERB
sc-3222	86	4	accuracies	accuracy	NOUN
sc-3222	86	5	of	of	ADP
sc-3222	86	6	machine	machine	NOUN
sc-3222	86	7	learning	learn	VERB
sc-3222	86	8	algorithms	algorithm	NOUN
sc-3222	86	9	where	where	SCONJ
sc-3222	86	10	ada	ada	PROPN
sc-3222	86	11	boost	boost	PROPN
sc-3222	86	12	shows	show	VERB
sc-3222	86	13	better	well	ADJ
sc-3222	86	14	results	result	NOUN
sc-3222	86	15	in	in	ADP
sc-3222	86	16	comparison	comparison	NOUN
sc-3222	86	17	with	with	ADP
sc-3222	86	18	other	other	ADJ
sc-3222	86	19	traditional	traditional	ADJ
sc-3222	86	20	techniques	technique	NOUN
sc-3222	86	21	.	.	PUNCT
sc-3222	87	1	table	table	NOUN
sc-3222	87	2	2	2	NUM
sc-3222	87	3	,	,	PUNCT
sc-3222	87	4	details	detail	NOUN
sc-3222	87	5	are	be	AUX
sc-3222	87	6	illustrated	illustrate	VERB
sc-3222	87	7	in	in	ADP
sc-3222	87	8	figure	figure	NOUN
sc-3222	87	9	4	4	NUM
sc-3222	87	10	.	.	PUNCT
sc-3222	87	11	table	table	NOUN
sc-3222	87	12	2	2	NUM
sc-3222	87	13	:	:	PUNCT
sc-3222	87	14	accuracy	accuracy	NOUN
sc-3222	87	15	details	detail	NOUN
sc-3222	87	16	of	of	ADP
sc-3222	87	17	machine	machine	NOUN
sc-3222	87	18	learning	learn	VERB
sc-3222	87	19	classifiers	classifier	NOUN
sc-3222	87	20	s	s	PART
sc-3222	87	21	/	/	SYM
sc-3222	87	22	no	no	NOUN
sc-3222	87	23	.	.	PUNCT
sc-3222	88	1	algorithms	algorithm	NOUN
sc-3222	88	2	accuracy	accuracy	NOUN
sc-3222	88	3	1	1	NUM
sc-3222	88	4	ada	ada	NOUN
sc-3222	88	5	boost	boost	VERB
sc-3222	88	6	98.3431	98.3431	NUM
sc-3222	88	7	2	2	NUM
sc-3222	88	8	auto	auto	NOUN
sc-3222	88	9	encoder	encoder	NOUN
sc-3222	88	10	classifier	classifier	NOUN
sc-3222	88	11	96.1133	96.1133	NUM
sc-3222	88	12	3	3	NUM
sc-3222	88	13	linear	linear	NOUN
sc-3222	88	14	support	support	NOUN
sc-3222	88	15	vector	vector	NOUN
sc-3222	88	16	machine	machine	NOUN
sc-3222	88	17	97.8503	97.8503	NUM
sc-3222	88	18	4	4	NUM
sc-3222	88	19	quadratic	quadratic	ADJ
sc-3222	88	20	support	support	NOUN
sc-3222	88	21	vector	vector	NOUN
sc-3222	88	22	machine	machine	NOUN
sc-3222	88	23	84.7305	84.7305	NUM
sc-3222	88	24	5	5	NUM
sc-3222	88	25	multi	multi	ADJ
sc-3222	88	26	-	-	ADJ
sc-3222	88	27	layer	layer	ADJ
sc-3222	88	28	perceptron	perceptron	NOUN
sc-3222	88	29	97.9735	97.9735	NUM
sc-3222	88	30	figure	figure	NOUN
sc-3222	88	31	4	4	NUM
sc-3222	88	32	:	:	PUNCT
sc-3222	88	33	comparative	comparative	ADJ
sc-3222	88	34	study	study	NOUN
sc-3222	88	35	of	of	ADP
sc-3222	88	36	machine	machine	NOUN
sc-3222	88	37	learning	learn	VERB
sc-3222	88	38	algorithms	algorithm	NOUN
sc-3222	88	39	using	use	VERB
sc-3222	88	40	unsw	unsw	PROPN
sc-3222	88	41	-	-	PUNCT
sc-3222	88	42	nb15	nb15	PROPN
sc-3222	88	43	6	6	NUM
sc-3222	88	44	.	.	PUNCT
sc-3222	89	1	conclusion	conclusion	NOUN
sc-3222	89	2	smart	smart	ADJ
sc-3222	89	3	cities	city	NOUN
sc-3222	89	4	are	be	AUX
sc-3222	89	5	considered	consider	VERB
sc-3222	89	6	a	a	DET
sc-3222	89	7	novel	novel	ADJ
sc-3222	89	8	concept	concept	NOUN
sc-3222	89	9	while	while	NOUN
sc-3222	89	10	,	,	PUNCT
sc-3222	89	11	cyberattacks	cyberattack	NOUN
sc-3222	89	12	can	can	AUX
sc-3222	89	13	unbalance	unbalance	VERB
sc-3222	89	14	life	life	NOUN
sc-3222	89	15	of	of	ADP
sc-3222	89	16	humans	human	NOUN
sc-3222	89	17	.	.	PUNCT
sc-3222	90	1	therefore	therefore	ADV
sc-3222	90	2	,	,	PUNCT
sc-3222	90	3	most	most	ADJ
sc-3222	90	4	of	of	ADP
sc-3222	90	5	the	the	DET
sc-3222	90	6	researchers	researcher	NOUN
sc-3222	90	7	have	have	AUX
sc-3222	90	8	merged	merge	VERB
sc-3222	90	9	smart	smart	ADJ
sc-3222	90	10	cities	city	NOUN
sc-3222	90	11	with	with	ADP
sc-3222	90	12	uavs	uavs	NOUN
sc-3222	90	13	to	to	PART
sc-3222	90	14	provide	provide	VERB
sc-3222	90	15	better	well	ADJ
sc-3222	90	16	connectivity	connectivity	NOUN
sc-3222	90	17	.	.	PUNCT
sc-3222	91	1	machine	machine	NOUN
sc-3222	91	2	learning	learning	NOUN
sc-3222	91	3	based	base	VERB
sc-3222	91	4	ids	id	NOUN
sc-3222	91	5	approach	approach	NOUN
sc-3222	91	6	is	be	AUX
sc-3222	91	7	used	use	VERB
sc-3222	91	8	in	in	ADP
sc-3222	91	9	the	the	DET
sc-3222	91	10	concept	concept	NOUN
sc-3222	91	11	of	of	ADP
sc-3222	91	12	smart	smart	ADJ
sc-3222	91	13	cities	city	NOUN
sc-3222	91	14	.	.	PUNCT
sc-3222	92	1	for	for	ADP
sc-3222	92	2	experimentation	experimentation	NOUN
sc-3222	92	3	,	,	PUNCT
sc-3222	92	4	unsw	unsw	PROPN
sc-3222	92	5	australia	australia	PROPN
sc-3222	92	6	based	base	VERB
sc-3222	92	7	dataset	dataset	NOUN
sc-3222	92	8	is	be	AUX
sc-3222	92	9	used	use	VERB
sc-3222	92	10	to	to	PART
sc-3222	92	11	check	check	VERB
sc-3222	92	12	the	the	DET
sc-3222	92	13	raw	raw	ADJ
sc-3222	92	14	traffic	traffic	NOUN
sc-3222	92	15	problems	problem	NOUN
sc-3222	92	16	and	and	CCONJ
sc-3222	92	17	attacks	attack	NOUN
sc-3222	92	18	.	.	PUNCT
sc-3222	93	1	machine	machine	NOUN
sc-3222	93	2	learning	learn	VERB
sc-3222	93	3	algorithms	algorithm	NOUN
sc-3222	93	4	are	be	AUX
sc-3222	93	5	used	use	VERB
sc-3222	93	6	where	where	SCONJ
sc-3222	93	7	ada	ada	PROPN
sc-3222	93	8	boost	boost	NOUN
sc-3222	93	9	has	have	AUX
sc-3222	93	10	shown	show	VERB
sc-3222	93	11	optimal	optimal	ADJ
sc-3222	93	12	results	result	NOUN
sc-3222	93	13	.	.	PUNCT
sc-3222	94	1	7	7	X
sc-3222	94	2	.	.	X
sc-3222	94	3	future	future	ADJ
sc-3222	94	4	direction	direction	NOUN
sc-3222	94	5	in	in	ADP
sc-3222	94	6	near	near	ADJ
sc-3222	94	7	future	future	NOUN
sc-3222	94	8	,	,	PUNCT
sc-3222	94	9	the	the	DET
sc-3222	94	10	use	use	NOUN
sc-3222	94	11	of	of	ADP
sc-3222	94	12	technology	technology	NOUN
sc-3222	94	13	is	be	AUX
sc-3222	94	14	increasing	increase	VERB
sc-3222	94	15	on	on	ADP
sc-3222	94	16	daily	daily	ADJ
sc-3222	94	17	basis	basis	NOUN
sc-3222	94	18	.	.	PUNCT
sc-3222	95	1	security	security	NOUN
sc-3222	95	2	is	be	AUX
sc-3222	95	3	considered	consider	VERB
sc-3222	95	4	main	main	ADJ
sc-3222	95	5	issue	issue	NOUN
sc-3222	95	6	in	in	ADP
sc-3222	95	7	every	every	DET
sc-3222	95	8	field	field	NOUN
sc-3222	95	9	of	of	ADP
sc-3222	95	10	study	study	NOUN
sc-3222	95	11	.	.	PUNCT
sc-3222	96	1	therefore	therefore	ADV
sc-3222	96	2	,	,	PUNCT
sc-3222	96	3	machine	machine	NOUN
sc-3222	96	4	learning	learning	NOUN
sc-3222	96	5	based	base	VERB
sc-3222	96	6	intrusion	intrusion	NOUN
sc-3222	96	7	detection	detection	NOUN
sc-3222	96	8	system	system	NOUN
sc-3222	96	9	will	will	AUX
sc-3222	96	10	easily	easily	ADV
sc-3222	96	11	detect	detect	VERB
sc-3222	96	12	attacks	attack	NOUN
sc-3222	96	13	in	in	ADP
sc-3222	96	14	iot	iot	PROPN
sc-3222	96	15	networks	network	NOUN
sc-3222	96	16	.	.	PUNCT
sc-3222	97	1	moreover	moreover	ADV
sc-3222	97	2	,	,	PUNCT
sc-3222	97	3	deep	deep	ADJ
sc-3222	97	4	learning	learning	NOUN
sc-3222	97	5	,	,	PUNCT
sc-3222	97	6	artificial	artificial	ADJ
sc-3222	97	7	intelligence	intelligence	NOUN
sc-3222	97	8	,	,	PUNCT
sc-3222	97	9	genetic	genetic	ADJ
sc-3222	97	10	algorithm	algorithm	NOUN
sc-3222	97	11	-	-	PUNCT
sc-3222	97	12	based	base	VERB
sc-3222	97	13	ids	id	NOUN
sc-3222	97	14	need	need	VERB
sc-3222	97	15	to	to	PART
sc-3222	97	16	be	be	AUX
sc-3222	97	17	designed	design	VERB
sc-3222	97	18	for	for	ADP
sc-3222	97	19	future	future	ADJ
sc-3222	97	20	smart	smart	ADJ
sc-3222	97	21	cities	city	NOUN
sc-3222	97	22	.	.	PUNCT
sc-3222	98	1	references	reference	NOUN
sc-3222	98	2	[	[	X
sc-3222	98	3	1	1	NUM
sc-3222	98	4	]	]	PUNCT
sc-3222	98	5	çimen	çiman	NOUN
sc-3222	98	6	,	,	PUNCT
sc-3222	98	7	h.	h.	PROPN
sc-3222	98	8	;	;	PUNCT
sc-3222	98	9	palacios	palacio	NOUN
sc-3222	98	10	-	-	PUNCT
sc-3222	98	11	garcía	garcía	ADJ
sc-3222	98	12	,	,	PUNCT
sc-3222	98	13	e.j	e.j	PROPN
sc-3222	98	14	.	.	PROPN
sc-3222	98	15	;	;	PUNCT
sc-3222	98	16	kolaek	kolaek	PROPN
sc-3222	98	17	,	,	PUNCT
sc-3222	98	18	m.	m.	NOUN
sc-3222	98	19	;	;	PUNCT
sc-3222	98	20	çetinkaya	çetinkaya	PROPN
sc-3222	98	21	,	,	PUNCT
sc-3222	98	22	n.	n.	PROPN
sc-3222	98	23	;	;	PUNCT
sc-3222	98	24	vasquez	vasquez	PROPN
sc-3222	98	25	,	,	PUNCT
sc-3222	98	26	j.c	j.c	PROPN
sc-3222	98	27	.	.	PROPN
sc-3222	98	28	;	;	PUNCT
sc-3222	98	29	guerrero	guerrero	PROPN
sc-3222	98	30	,	,	PUNCT
sc-3222	98	31	j.m	j.m	PROPN
sc-3222	98	32	.	.	PROPN
sc-3222	98	33	smart	smart	ADJ
sc-3222	98	34	-	-	PUNCT
sc-3222	98	35	building	building	NOUN
sc-3222	98	36	applications	application	NOUN
sc-3222	98	37	:	:	PUNCT
sc-3222	98	38	deep	deep	ADJ
sc-3222	98	39	learning	learning	NOUN
sc-3222	98	40	-	-	PUNCT
sc-3222	98	41	based	base	VERB
sc-3222	98	42	,	,	PUNCT
sc-3222	98	43	real	real	ADJ
sc-3222	98	44	-	-	PUNCT
sc-3222	98	45	time	time	NOUN
sc-3222	98	46	load	load	NOUN
sc-3222	98	47	monitoring	monitoring	NOUN
sc-3222	98	48	.	.	PUNCT
sc-3222	99	1	ieee	ieee	PROPN
sc-3222	99	2	ind	ind	PROPN
sc-3222	99	3	.	.	PUNCT
sc-3222	100	1	electron	electron	PROPN
sc-3222	100	2	.	.	PUNCT
sc-3222	101	1	mag	mag	PROPN
sc-3222	101	2	.	.	PUNCT
sc-3222	102	1	2020	2020	NUM
sc-3222	102	2	,	,	PUNCT
sc-3222	102	3	15	15	NUM
sc-3222	102	4	,	,	PUNCT
sc-3222	102	5	4–15	4–15	NOUN
sc-3222	102	6	.	.	PUNCT
sc-3222	103	1	[	[	X
sc-3222	103	2	2	2	NUM
sc-3222	103	3	]	]	X
sc-3222	103	4	santiago	santiago	PROPN
sc-3222	103	5	,	,	PUNCT
sc-3222	103	6	i.	i.	PROPN
sc-3222	103	7	;	;	PUNCT
sc-3222	103	8	moreno	moreno	PROPN
sc-3222	103	9	-	-	PUNCT
sc-3222	103	10	munoz	munoz	PROPN
sc-3222	103	11	,	,	PUNCT
sc-3222	103	12	a.	a.	NOUN
sc-3222	103	13	;	;	PUNCT
sc-3222	103	14	quintero	quintero	PROPN
sc-3222	103	15	-	-	PUNCT
sc-3222	103	16	jiménez	jiménez	PROPN
sc-3222	103	17	,	,	PUNCT
sc-3222	103	18	p.	p.	PROPN
sc-3222	103	19	;	;	PUNCT
sc-3222	103	20	garcia	garcia	PROPN
sc-3222	103	21	-	-	PUNCT
sc-3222	103	22	torres	torres	PROPN
sc-3222	103	23	,	,	PUNCT
sc-3222	103	24	f.	f.	PROPN
sc-3222	103	25	;	;	PUNCT
sc-3222	103	26	gonzalez	gonzalez	PROPN
sc-3222	103	27	-	-	PUNCT
sc-3222	103	28	redondo	redondo	PROPN
sc-3222	103	29	,	,	PUNCT
sc-3222	103	30	m.	m.	NOUN
sc-3222	103	31	electricity	electricity	NOUN
sc-3222	103	32	demand	demand	NOUN
sc-3222	103	33	during	during	ADP
sc-3222	103	34	pandemic	pandemic	ADJ
sc-3222	103	35	times	time	NOUN
sc-3222	103	36	:	:	PUNCT
sc-3222	103	37	the	the	DET
sc-3222	103	38	case	case	NOUN
sc-3222	103	39	of	of	ADP
sc-3222	103	40	the	the	DET
sc-3222	103	41	covid-19	covid-19	PROPN
sc-3222	103	42	in	in	ADP
sc-3222	103	43	spain	spain	PROPN
sc-3222	103	44	.	.	PUNCT
sc-3222	104	1	energy	energy	NOUN
sc-3222	104	2	policy	policy	NOUN
sc-3222	104	3	2021	2021	NUM
sc-3222	104	4	,	,	PUNCT
sc-3222	104	5	148	148	NUM
sc-3222	104	6	,	,	PUNCT
sc-3222	104	7	111964	111964	NUM
sc-3222	104	8	.	.	PUNCT
sc-3222	105	1	[	[	X
sc-3222	105	2	3	3	NUM
sc-3222	105	3	]	]	X
sc-3222	105	4	coffey	coffey	NOUN
sc-3222	105	5	,	,	PUNCT
sc-3222	105	6	k.	k.	PROPN
sc-3222	105	7	;	;	PUNCT
sc-3222	105	8	maglaras	maglaras	PROPN
sc-3222	105	9	,	,	PUNCT
sc-3222	105	10	l.a	l.a	PROPN
sc-3222	105	11	.	.	PROPN
sc-3222	105	12	;	;	PUNCT
sc-3222	105	13	smith	smith	PROPN
sc-3222	105	14	,	,	PUNCT
sc-3222	105	15	r.	r.	PROPN
sc-3222	105	16	;	;	PUNCT
sc-3222	105	17	janicke	janicke	PROPN
sc-3222	105	18	,	,	PUNCT
sc-3222	105	19	h.	h.	PROPN
sc-3222	105	20	;	;	PUNCT
sc-3222	105	21	ferrag	ferrag	NOUN
sc-3222	105	22	,	,	PUNCT
sc-3222	105	23	m.a	m.a	PROPN
sc-3222	105	24	.	.	PROPN
sc-3222	105	25	;	;	PUNCT
sc-3222	105	26	derhab	derhab	PROPN
sc-3222	105	27	,	,	PUNCT
sc-3222	105	28	a.	a.	NOUN
sc-3222	105	29	;	;	PUNCT
sc-3222	105	30	mukherjee	mukherjee	PROPN
sc-3222	105	31	,	,	PUNCT
sc-3222	105	32	m.	m.	NOUN
sc-3222	105	33	;	;	PUNCT
sc-3222	105	34	rallis	rallis	PROPN
sc-3222	105	35	,	,	PUNCT
sc-3222	105	36	s.	s.	PROPN
sc-3222	105	37	;	;	PUNCT
sc-3222	105	38	yousaf	yousaf	PROPN
sc-3222	105	39	,	,	PUNCT
sc-3222	105	40	a.	a.	NOUN
sc-3222	105	41	vulnerability	vulnerability	NOUN
sc-3222	105	42	assessment	assessment	NOUN
sc-3222	105	43	of	of	ADP
sc-3222	105	44	cyber	cyber	ADJ
sc-3222	105	45	security	security	NOUN
sc-3222	105	46	for	for	ADP
sc-3222	105	47	scada	scada	PROPN
sc-3222	105	48	systems	system	NOUN
sc-3222	105	49	.	.	PUNCT
sc-3222	106	1	in	in	ADP
sc-3222	106	2	guide	guide	NOUN
sc-3222	106	3	to	to	PART
sc-3222	106	4	vulnerability	vulnerability	VERB
sc-3222	106	5	analysis	analysis	NOUN
sc-3222	106	6	for	for	ADP
sc-3222	106	7	computer	computer	NOUN
sc-3222	106	8	networks	network	NOUN
sc-3222	106	9	and	and	CCONJ
sc-3222	106	10	systems	system	NOUN
sc-3222	106	11	;	;	PUNCT
sc-3222	106	12	springer	springer	NOUN
sc-3222	106	13	:	:	PUNCT
sc-3222	106	14	berlin	berlin	PROPN
sc-3222	106	15	/	/	SYM
sc-3222	106	16	heidelberg	heidelberg	PROPN
sc-3222	106	17	,	,	PUNCT
sc-3222	106	18	germany	germany	PROPN
sc-3222	106	19	,	,	PUNCT
sc-3222	106	20	2018	2018	NUM
sc-3222	106	21	;	;	PUNCT
sc-3222	107	1	pp	pp	ADP
sc-3222	107	2	.	.	PUNCT
sc-3222	108	1	59–80	59–80	NUM
sc-3222	108	2	.	.	PUNCT
sc-3222	109	1	[	[	X
sc-3222	109	2	4	4	NUM
sc-3222	109	3	]	]	PUNCT
sc-3222	109	4	panagiotis	panagiotis	NOUN
sc-3222	109	5	,	,	PUNCT
sc-3222	109	6	fountas	founta	NOUN
sc-3222	109	7	,	,	PUNCT
sc-3222	109	8	kouskouras	kouskoura	VERB
sc-3222	109	9	taxiarxchis	taxiarxchis	PROPN
sc-3222	109	10	,	,	PUNCT
sc-3222	109	11	kranas	kranas	PROPN
sc-3222	109	12	georgios	georgios	PROPN
sc-3222	109	13	,	,	PUNCT
sc-3222	109	14	leandros	leandros	X
sc-3222	109	15	maglaras	maglaras	PROPN
sc-3222	109	16	,	,	PUNCT
sc-3222	109	17	and	and	CCONJ
sc-3222	109	18	mohamed	mohamed	ADJ
sc-3222	109	19	amine	amine	ADJ
sc-3222	109	20	ferrag	ferrag	NOUN
sc-3222	109	21	.	.	PUNCT
sc-3222	110	1	"	"	PUNCT
sc-3222	110	2	intrusion	intrusion	NOUN
sc-3222	110	3	detection	detection	NOUN
sc-3222	110	4	in	in	ADP
sc-3222	110	5	critical	critical	ADJ
sc-3222	110	6	infrastructures	infrastructure	NOUN
sc-3222	110	7	:	:	PUNCT
sc-3222	110	8	a	a	DET
sc-3222	110	9	literature	literature	NOUN
sc-3222	110	10	review	review	NOUN
sc-3222	110	11	.	.	PUNCT
sc-3222	110	12	"	"	PUNCT
sc-3222	111	1	smart	smart	ADJ
sc-3222	111	2	cities	city	NOUN
sc-3222	111	3	4	4	NUM
sc-3222	111	4	,	,	PUNCT
sc-3222	111	5	no	no	INTJ
sc-3222	111	6	.	.	NOUN
sc-3222	111	7	3	3	NUM
sc-3222	111	8	(	(	PUNCT
sc-3222	111	9	2021	2021	NUM
sc-3222	111	10	):	):	PUNCT
sc-3222	111	11	1146	1146	NUM
sc-3222	111	12	-	-	SYM
sc-3222	111	13	1157	1157	NUM
sc-3222	111	14	.	.	PUNCT
sc-3222	112	1	[	[	X
sc-3222	112	2	5	5	NUM
sc-3222	112	3	]	]	PUNCT
sc-3222	112	4	l.	l.	PROPN
sc-3222	112	5	hung	hung	PROPN
sc-3222	112	6	-	-	PUNCT
sc-3222	112	7	jen	jen	PROPN
sc-3222	112	8	and	and	CCONJ
sc-3222	112	9	c.-h	c.-h	PROPN
sc-3222	112	10	.	.	PUNCT
sc-3222	113	1	r.	r.	PROPN
sc-3222	113	2	lin	lin	PROPN
sc-3222	113	3	,	,	PUNCT
sc-3222	113	4	“	"	PUNCT
sc-3222	113	5	intrusion	intrusion	NOUN
sc-3222	113	6	detection	detection	NOUN
sc-3222	113	7	system	system	NOUN
sc-3222	113	8	a	a	DET
sc-3222	113	9	comprehensive	comprehensive	ADJ
sc-3222	113	10	review	review	NOUN
sc-3222	113	11	,	,	PUNCT
sc-3222	113	12	”	"	PUNCT
sc-3222	113	13	journal	journal	NOUN
sc-3222	113	14	of	of	ADP
sc-3222	113	15	network	network	NOUN
sc-3222	113	16	and	and	CCONJ
sc-3222	113	17	applications	application	NOUN
sc-3222	113	18	,	,	PUNCT
sc-3222	113	19	vol	vol	NOUN
sc-3222	113	20	.	.	PROPN
sc-3222	114	1	36	36	NUM
sc-3222	114	2	,	,	PUNCT
sc-3222	114	3	no	no	INTJ
sc-3222	114	4	.	.	NOUN
sc-3222	114	5	1	1	NUM
sc-3222	114	6	,	,	PUNCT
sc-3222	114	7	pp	pp	ADJ
sc-3222	114	8	.	.	PUNCT
sc-3222	115	1	16–24	16–24	NUM
sc-3222	115	2	,	,	PUNCT
sc-3222	115	3	2013	2013	NUM
sc-3222	115	4	.	.	PUNCT
sc-3222	116	1	[	[	X
sc-3222	116	2	6	6	NUM
sc-3222	116	3	]	]	PUNCT
sc-3222	116	4	h.	h.	PROPN
sc-3222	116	5	l.	l.	PROPN
sc-3222	116	6	motoda	motoda	PROPN
sc-3222	116	7	and	and	CCONJ
sc-3222	116	8	h.	h.	PROPN
sc-3222	116	9	motoda	motoda	PROPN
sc-3222	116	10	,	,	PUNCT
sc-3222	116	11	feature	feature	NOUN
sc-3222	116	12	selection	selection	NOUN
sc-3222	116	13	for	for	ADP
sc-3222	116	14	knowledge	knowledge	NOUN
sc-3222	116	15	discovery	discovery	NOUN
sc-3222	116	16	and	and	CCONJ
sc-3222	116	17	data	datum	NOUN
sc-3222	116	18	mining	mining	NOUN
sc-3222	116	19	,	,	PUNCT
sc-3222	116	20	vol	vol	NOUN
sc-3222	116	21	.	.	PROPN
sc-3222	116	22	454	454	NUM
sc-3222	116	23	,	,	PUNCT
sc-3222	116	24	springer	springer	NOUN
sc-3222	116	25	,	,	PUNCT
sc-3222	116	26	1998	1998	NUM
sc-3222	116	27	.	.	PUNCT
sc-3222	117	1	[	[	X
sc-3222	117	2	7	7	X
sc-3222	117	3	]	]	X
sc-3222	117	4	l.	l.	PROPN
sc-3222	117	5	d.	d.	PROPN
sc-3222	117	6	s.	s.	PROPN
sc-3222	117	7	silva	silva	PROPN
sc-3222	117	8	,	,	PUNCT
sc-3222	117	9	a.	a.	PROPN
sc-3222	117	10	c.	c.	PROPN
sc-3222	117	11	santos	santos	PROPN
sc-3222	117	12	,	,	PUNCT
sc-3222	117	13	t.	t.	PROPN
sc-3222	117	14	d.	d.	PROPN
sc-3222	117	15	mancilha	mancilha	PROPN
sc-3222	117	16	,	,	PUNCT
sc-3222	117	17	j.	j.	PROPN
sc-3222	117	18	d.	d.	PROPN
sc-3222	117	19	silva	silva	PROPN
sc-3222	117	20	,	,	PUNCT
sc-3222	117	21	and	and	CCONJ
sc-3222	117	22	a.	a.	NOUN
sc-3222	117	23	montes	montes	PROPN
sc-3222	117	24	,	,	PUNCT
sc-3222	117	25	“	"	PUNCT
sc-3222	117	26	detecting	detect	VERB
sc-3222	117	27	attack	attack	NOUN
sc-3222	117	28	signatures	signature	NOUN
sc-3222	117	29	in	in	ADP
sc-3222	117	30	the	the	DET
sc-3222	117	31	real	real	ADJ
sc-3222	117	32	network	network	NOUN
sc-3222	117	33	traffic	traffic	NOUN
sc-3222	117	34	with	with	ADP
sc-3222	117	35	annida	annida	PROPN
sc-3222	117	36	,	,	PUNCT
sc-3222	117	37	”	"	PUNCT
sc-3222	117	38	expert	expert	NOUN
sc-3222	117	39	systems	system	NOUN
sc-3222	117	40	with	with	ADP
sc-3222	117	41	applications	application	NOUN
sc-3222	117	42	,	,	PUNCT
sc-3222	117	43	vol	vol	NOUN
sc-3222	117	44	.	.	PROPN
sc-3222	118	1	34	34	NUM
sc-3222	118	2	,	,	PUNCT
sc-3222	118	3	no	no	INTJ
sc-3222	118	4	.	.	NOUN
sc-3222	118	5	4	4	NUM
sc-3222	118	6	,	,	PUNCT
sc-3222	118	7	pp	pp	ADJ
sc-3222	118	8	.	.	PUNCT
sc-3222	119	1	2326–2333	2326–2333	NUM
sc-3222	119	2	,	,	PUNCT
sc-3222	119	3	2008	2008	NUM
sc-3222	119	4	.	.	PUNCT
sc-3222	120	1	[	[	X
sc-3222	120	2	8	8	NUM
sc-3222	120	3	]	]	PUNCT
sc-3222	120	4	rincy	rincy	NOUN
sc-3222	120	5	n	n	CCONJ
sc-3222	120	6	,	,	PUNCT
sc-3222	120	7	thomas	thomas	PROPN
sc-3222	120	8	,	,	PUNCT
sc-3222	120	9	and	and	CCONJ
sc-3222	120	10	roopam	roopam	PROPN
sc-3222	120	11	gupta	gupta	PROPN
sc-3222	120	12	.	.	PUNCT
sc-3222	121	1	"	"	PUNCT
sc-3222	121	2	design	design	NOUN
sc-3222	121	3	and	and	CCONJ
sc-3222	121	4	development	development	NOUN
sc-3222	121	5	of	of	ADP
sc-3222	121	6	an	an	DET
sc-3222	121	7	efficient	efficient	ADJ
sc-3222	121	8	network	network	NOUN
sc-3222	121	9	intrusion	intrusion	NOUN
sc-3222	121	10	detection	detection	NOUN
sc-3222	121	11	system	system	NOUN
sc-3222	121	12	using	use	VERB
sc-3222	121	13	machine	machine	NOUN
sc-3222	121	14	learning	learn	VERB
sc-3222	121	15	techniques	technique	NOUN
sc-3222	121	16	.	.	PUNCT
sc-3222	121	17	"	"	PUNCT
sc-3222	122	1	wireless	wireless	ADJ
sc-3222	122	2	communications	communication	NOUN
sc-3222	122	3	and	and	CCONJ
sc-3222	122	4	mobile	mobile	NOUN
sc-3222	122	5	computing	computing	NOUN
sc-3222	122	6	2021	2021	NUM
sc-3222	122	7	(	(	PUNCT
sc-3222	122	8	2021	2021	NUM
sc-3222	122	9	)	)	PUNCT
sc-3222	122	10	.	.	PUNCT
sc-3222	123	1	[	[	X
sc-3222	123	2	9	9	NUM
sc-3222	123	3	]	]	PUNCT
sc-3222	123	4	a.	a.	NOUN
sc-3222	123	5	qayyum	qayyum	PROPN
sc-3222	123	6	,	,	PUNCT
sc-3222	123	7	l.	l.	PROPN
sc-3222	123	8	viennot	viennot	PROPN
sc-3222	123	9	,	,	PUNCT
sc-3222	123	10	and	and	CCONJ
sc-3222	123	11	a.	a.	NOUN
sc-3222	123	12	laouiti	laouiti	PROPN
sc-3222	123	13	,	,	PUNCT
sc-3222	123	14	“	"	PUNCT
sc-3222	123	15	multipoint	multipoint	VERB
sc-3222	123	16	relaying	relaying	NOUN
sc-3222	123	17	for	for	ADP
sc-3222	123	18	flooding	flood	VERB
sc-3222	123	19	broadcast	broadcast	NOUN
sc-3222	123	20	messages	message	NOUN
sc-3222	123	21	in	in	ADP
sc-3222	123	22	mobile	mobile	ADJ
sc-3222	123	23	wireless	wireless	NOUN
sc-3222	123	24	networks	network	NOUN
sc-3222	123	25	,	,	PUNCT
sc-3222	123	26	”	"	PUNCT
sc-3222	123	27	in	in	ADP
sc-3222	123	28	proceedings	proceeding	NOUN
sc-3222	123	29	of	of	ADP
sc-3222	123	30	the	the	DET
sc-3222	123	31	35th	35th	ADJ
sc-3222	123	32	annual	annual	ADJ
sc-3222	123	33	hawaii	hawaii	PROPN
sc-3222	123	34	international	international	PROPN
sc-3222	123	35	conference	conference	NOUN
sc-3222	123	36	on	on	ADP
sc-3222	123	37	system	system	NOUN
sc-3222	123	38	sciences	science	NOUN
sc-3222	123	39	,	,	PUNCT
sc-3222	123	40	pp	pp	ADP
sc-3222	123	41	.	.	PUNCT
sc-3222	124	1	3866–3875	3866–3875	NUM
sc-3222	124	2	,	,	PUNCT
sc-3222	124	3	big	big	ADJ
sc-3222	124	4	island	island	NOUN
sc-3222	124	5	,	,	PUNCT
sc-3222	124	6	hi	hi	PROPN
sc-3222	124	7	,	,	PUNCT
sc-3222	124	8	usa	usa	PROPN
sc-3222	124	9	,	,	PUNCT
sc-3222	124	10	2002	2002	NUM
sc-3222	124	11	.	.	PUNCT
sc-3222	125	1	eai	eai	PROPN
sc-3222	125	2	endorsed	endorse	VERB
sc-3222	125	3	transactions	transaction	NOUN
sc-3222	125	4	on	on	ADP
sc-3222	125	5	smart	smart	ADJ
sc-3222	125	6	cities	city	NOUN
sc-3222	125	7	|	|	ADV
sc-3222	125	8	volume	volume	VERB
sc-3222	125	9	7	7	NUM
sc-3222	125	10	|	|	NOUN
sc-3222	125	11	issue	issue	NOUN
sc-3222	125	12	2	2	NUM
sc-3222	126	1	|	|	NOUN
sc-3222	126	2	m.	m.	NOUN
sc-3222	126	3	n.	n.	PROPN
sc-3222	126	4	chohan	chohan	PROPN
sc-3222	126	5	et	et	PROPN
sc-3222	126	6	al	al	PROPN
sc-3222	126	7	.	.	PROPN
sc-3222	126	8	6	6	NUM
sc-3222	127	1	[	[	SYM
sc-3222	127	2	10	10	NUM
sc-3222	127	3	]	]	X
sc-3222	127	4	i.	i.	PROPN
sc-3222	127	5	u.	u.	PROPN
sc-3222	127	6	khan	khan	PROPN
sc-3222	127	7	,	,	PUNCT
sc-3222	127	8	i.	i.	PROPN
sc-3222	127	9	m.	m.	PROPN
sc-3222	127	10	qureshi	qureshi	PROPN
sc-3222	127	11	,	,	PUNCT
sc-3222	127	12	m.	m.	PROPN
sc-3222	127	13	a.	a.	PROPN
sc-3222	127	14	aziz	aziz	PROPN
sc-3222	127	15	,	,	PUNCT
sc-3222	127	16	t.	t.	PROPN
sc-3222	127	17	a.	a.	PROPN
sc-3222	127	18	cheema	cheema	PROPN
sc-3222	127	19	,	,	PUNCT
sc-3222	127	20	and	and	CCONJ
sc-3222	127	21	s.	s.	PROPN
sc-3222	127	22	b.	b.	PROPN
sc-3222	127	23	h.	h.	PROPN
sc-3222	127	24	shah	shah	PROPN
sc-3222	127	25	,	,	PUNCT
sc-3222	127	26	“	"	PUNCT
sc-3222	127	27	smart	smart	ADJ
sc-3222	127	28	iot	iot	NOUN
sc-3222	127	29	control	control	NOUN
sc-3222	127	30	-	-	PUNCT
sc-3222	127	31	based	base	VERB
sc-3222	127	32	nature	nature	NOUN
sc-3222	127	33	inspired	inspire	VERB
sc-3222	127	34	energy	energy	NOUN
sc-3222	127	35	efficient	efficient	ADJ
sc-3222	127	36	routing	routing	NOUN
sc-3222	127	37	protocol	protocol	NOUN
sc-3222	127	38	for	for	ADP
sc-3222	127	39	flying	fly	VERB
sc-3222	127	40	ad	ad	NOUN
sc-3222	127	41	hoc	hoc	X
sc-3222	127	42	network	network	NOUN
sc-3222	127	43	(	(	PUNCT
sc-3222	127	44	fanet	fanet	NOUN
sc-3222	127	45	)	)	PUNCT
sc-3222	127	46	,	,	PUNCT
sc-3222	127	47	”	"	PUNCT
sc-3222	127	48	ieee	ieee	NOUN
sc-3222	127	49	access	access	NOUN
sc-3222	127	50	,	,	PUNCT
sc-3222	127	51	vol	vol	NOUN
sc-3222	127	52	.	.	PROPN
sc-3222	127	53	8	8	NUM
sc-3222	127	54	,	,	PUNCT
sc-3222	127	55	pp	pp	ADJ
sc-3222	127	56	.	.	PUNCT
sc-3222	128	1	56371–56378	56371–56378	NUM
sc-3222	128	2	,	,	PUNCT
sc-3222	128	3	2020	2020	NUM
sc-3222	128	4	.	.	PUNCT
sc-3222	129	1	[	[	X
sc-3222	129	2	11	11	NUM
sc-3222	129	3	]	]	PUNCT
sc-3222	129	4	m.	m.	NOUN
sc-3222	129	5	ahmed	ahmed	PROPN
sc-3222	129	6	and	and	CCONJ
sc-3222	129	7	a.	a.	PROPN
sc-3222	129	8	k.	k.	PROPN
sc-3222	129	9	pathan	pathan	PROPN
sc-3222	129	10	,	,	PUNCT
sc-3222	129	11	“	"	PUNCT
sc-3222	129	12	false	false	ADJ
sc-3222	129	13	data	data	NOUN
sc-3222	129	14	injection	injection	NOUN
sc-3222	129	15	attack	attack	NOUN
sc-3222	129	16	(	(	PUNCT
sc-3222	129	17	fdia	fdia	PROPN
sc-3222	129	18	):	):	PUNCT
sc-3222	129	19	an	an	DET
sc-3222	129	20	overview	overview	NOUN
sc-3222	129	21	and	and	CCONJ
sc-3222	129	22	new	new	ADJ
sc-3222	129	23	metrics	metric	NOUN
sc-3222	129	24	for	for	ADP
sc-3222	129	25	fair	fair	ADJ
sc-3222	129	26	evaluation	evaluation	NOUN
sc-3222	129	27	of	of	ADP
sc-3222	129	28	its	its	PRON
sc-3222	129	29	countermeasure	countermeasure	NOUN
sc-3222	129	30	,	,	PUNCT
sc-3222	129	31	”	"	PUNCT
sc-3222	129	32	complex	complex	ADJ
sc-3222	129	33	adaptive	adaptive	ADJ
sc-3222	129	34	systems	system	NOUN
sc-3222	129	35	modeling	modeling	NOUN
sc-3222	129	36	,	,	PUNCT
sc-3222	129	37	vol	vol	NOUN
sc-3222	129	38	.	.	PROPN
sc-3222	129	39	8	8	NUM
sc-3222	129	40	,	,	PUNCT
sc-3222	129	41	no	no	INTJ
sc-3222	129	42	.	.	NOUN
sc-3222	129	43	1	1	NUM
sc-3222	129	44	,	,	PUNCT
sc-3222	129	45	p.	p.	NOUN
sc-3222	129	46	4	4	NUM
sc-3222	129	47	,	,	PUNCT
sc-3222	129	48	2020	2020	NUM
sc-3222	129	49	.	.	PUNCT
sc-3222	130	1	[	[	X
sc-3222	130	2	12	12	NUM
sc-3222	130	3	]	]	PUNCT
sc-3222	130	4	a.	a.	NOUN
sc-3222	130	5	abdollahi	abdollahi	NOUN
sc-3222	130	6	and	and	CCONJ
sc-3222	130	7	m.	m.	NOUN
sc-3222	130	8	fathi	fathi	PROPN
sc-3222	130	9	,	,	PUNCT
sc-3222	130	10	“	"	PUNCT
sc-3222	130	11	an	an	DET
sc-3222	130	12	intrusion	intrusion	NOUN
sc-3222	130	13	detection	detection	NOUN
sc-3222	130	14	system	system	NOUN
sc-3222	130	15	on	on	ADP
sc-3222	130	16	ping	ping	NOUN
sc-3222	130	17	of	of	ADP
sc-3222	130	18	death	death	NOUN
sc-3222	130	19	attacks	attack	NOUN
sc-3222	130	20	in	in	ADP
sc-3222	130	21	iot	iot	PROPN
sc-3222	130	22	networks	network	NOUN
sc-3222	130	23	,	,	PUNCT
sc-3222	130	24	”	"	PUNCT
sc-3222	130	25	wireless	wireless	ADJ
sc-3222	130	26	personal	personal	ADJ
sc-3222	130	27	communications	communication	NOUN
sc-3222	130	28	,	,	PUNCT
sc-3222	130	29	vol	vol	NOUN
sc-3222	130	30	.	.	PROPN
sc-3222	130	31	112	112	NUM
sc-3222	130	32	,	,	PUNCT
sc-3222	130	33	no	no	INTJ
sc-3222	130	34	.	.	NOUN
sc-3222	130	35	4	4	NUM
sc-3222	130	36	,	,	PUNCT
sc-3222	130	37	pp	pp	ADJ
sc-3222	130	38	.	.	PUNCT
sc-3222	130	39	2057–2070	2057–2070	NUM
sc-3222	130	40	,	,	PUNCT
sc-3222	130	41	2020	2020	NUM
sc-3222	130	42	.	.	PUNCT
sc-3222	131	1	[	[	X
sc-3222	131	2	13	13	NUM
sc-3222	131	3	]	]	X
sc-3222	131	4	khan	khan	PROPN
sc-3222	131	5	,	,	PUNCT
sc-3222	131	6	inam	inam	PROPN
sc-3222	131	7	ullah	ullah	PROPN
sc-3222	131	8	,	,	PUNCT
sc-3222	131	9	asrin	asrin	PROPN
sc-3222	131	10	abdollahi	abdollahi	PROPN
sc-3222	131	11	,	,	PUNCT
sc-3222	131	12	ryan	ryan	PROPN
sc-3222	131	13	alturki	alturki	PROPN
sc-3222	131	14	,	,	PUNCT
sc-3222	131	15	mohammad	mohammad	PROPN
sc-3222	131	16	dahman	dahman	PROPN
sc-3222	131	17	alshehri	alshehri	PROPN
sc-3222	131	18	,	,	PUNCT
sc-3222	131	19	mohammed	mohammed	PROPN
sc-3222	131	20	abdulaziz	abdulaziz	PROPN
sc-3222	131	21	ikram	ikram	PROPN
sc-3222	131	22	,	,	PUNCT
sc-3222	131	23	hasan	hasan	PROPN
sc-3222	131	24	j.	j.	PROPN
sc-3222	131	25	alyamani	alyamani	PROPN
sc-3222	131	26	,	,	PUNCT
sc-3222	131	27	and	and	CCONJ
sc-3222	131	28	shahzad	shahzad	PROPN
sc-3222	131	29	khan	khan	PROPN
sc-3222	131	30	.	.	PUNCT
sc-3222	132	1	"	"	PUNCT
sc-3222	132	2	intelligent	intelligent	ADJ
sc-3222	132	3	detection	detection	NOUN
sc-3222	132	4	system	system	NOUN
sc-3222	132	5	enabled	enable	VERB
sc-3222	132	6	attack	attack	NOUN
sc-3222	132	7	probability	probability	NOUN
sc-3222	132	8	using	use	VERB
sc-3222	132	9	markov	markov	NOUN
sc-3222	132	10	chain	chain	NOUN
sc-3222	132	11	in	in	ADP
sc-3222	132	12	aerial	aerial	ADJ
sc-3222	132	13	networks	network	NOUN
sc-3222	132	14	.	.	PUNCT
sc-3222	132	15	"	"	PUNCT
sc-3222	133	1	wireless	wireless	ADJ
sc-3222	133	2	communications	communication	NOUN
sc-3222	133	3	and	and	CCONJ
sc-3222	133	4	mobile	mobile	NOUN
sc-3222	133	5	computing	computing	NOUN
sc-3222	133	6	2021	2021	NUM
sc-3222	133	7	(	(	PUNCT
sc-3222	133	8	2021	2021	NUM
sc-3222	133	9	)	)	PUNCT
sc-3222	133	10	.	.	PUNCT
sc-3222	134	1	[	[	X
sc-3222	134	2	14	14	NUM
sc-3222	134	3	]	]	X
sc-3222	134	4	khan	khan	PROPN
sc-3222	134	5	,	,	PUNCT
sc-3222	134	6	inam	inam	PROPN
sc-3222	134	7	ullah	ullah	PROPN
sc-3222	134	8	,	,	PUNCT
sc-3222	134	9	muhammad	muhammad	PROPN
sc-3222	134	10	abul	abul	PROPN
sc-3222	134	11	hassan	hassan	PROPN
sc-3222	134	12	,	,	PUNCT
sc-3222	134	13	muhammad	muhammad	PROPN
sc-3222	134	14	fayaz	fayaz	PROPN
sc-3222	134	15	,	,	PUNCT
sc-3222	134	16	jeonghwan	jeonghwan	PROPN
sc-3222	134	17	gwak	gwak	PROPN
sc-3222	134	18	,	,	PUNCT
sc-3222	134	19	and	and	CCONJ
sc-3222	134	20	muhammad	muhammad	PROPN
sc-3222	134	21	adnan	adnan	PROPN
sc-3222	134	22	aziz	aziz	PROPN
sc-3222	134	23	.	.	PUNCT
sc-3222	135	1	"	"	PUNCT
sc-3222	135	2	improved	improve	VERB
sc-3222	135	3	sequencing	sequence	VERB
sc-3222	135	4	heuristic	heuristic	ADJ
sc-3222	135	5	dsdv	dsdv	NOUN
sc-3222	135	6	protocol	protocol	NOUN
sc-3222	135	7	using	use	VERB
sc-3222	135	8	nomadic	nomadic	ADJ
sc-3222	135	9	mobility	mobility	NOUN
sc-3222	135	10	model	model	NOUN
sc-3222	135	11	for	for	ADP
sc-3222	135	12	fanets	fanet	NOUN
sc-3222	135	13	.	.	PUNCT
sc-3222	135	14	"	"	PUNCT
sc-3222	136	1	comput	comput	NOUN
sc-3222	136	2	.	.	PUNCT
sc-3222	136	3	,	,	PUNCT
sc-3222	136	4	mater	mater	NOUN
sc-3222	136	5	.	.	PUNCT
sc-3222	137	1	continua	continua	PROPN
sc-3222	137	2	70	70	NUM
sc-3222	137	3	,	,	PUNCT
sc-3222	137	4	no	no	INTJ
sc-3222	137	5	.	.	NOUN
sc-3222	137	6	2	2	NUM
sc-3222	137	7	(	(	PUNCT
sc-3222	137	8	2022	2022	NUM
sc-3222	137	9	):	):	PUNCT
sc-3222	137	10	3653	3653	NUM
sc-3222	137	11	-	-	SYM
sc-3222	137	12	3666	3666	NUM
sc-3222	137	13	.	.	PUNCT
sc-3222	138	1	[	[	X
sc-3222	138	2	15	15	NUM
sc-3222	138	3	]	]	X
sc-3222	138	4	khan	khan	PROPN
sc-3222	138	5	,	,	PUNCT
sc-3222	138	6	inam	inam	PROPN
sc-3222	138	7	ullah	ullah	PROPN
sc-3222	138	8	,	,	PUNCT
sc-3222	138	9	muhammad	muhammad	PROPN
sc-3222	138	10	abul	abul	PROPN
sc-3222	138	11	hassan	hassan	PROPN
sc-3222	138	12	,	,	PUNCT
sc-3222	138	13	mohammad	mohammad	PROPN
sc-3222	138	14	dahman	dahman	PROPN
sc-3222	138	15	alshehri	alshehri	PROPN
sc-3222	138	16	,	,	PUNCT
sc-3222	138	17	mohammed	mohammed	PROPN
sc-3222	138	18	abdulaziz	abdulaziz	PROPN
sc-3222	138	19	ikram	ikram	PROPN
sc-3222	138	20	,	,	PUNCT
sc-3222	138	21	hasan	hasan	PROPN
sc-3222	138	22	j.	j.	PROPN
sc-3222	138	23	alyamani	alyamani	PROPN
sc-3222	138	24	,	,	PUNCT
sc-3222	138	25	ryan	ryan	PROPN
sc-3222	138	26	alturki	alturki	PROPN
sc-3222	138	27	,	,	PUNCT
sc-3222	138	28	and	and	CCONJ
sc-3222	138	29	vinh	vinh	PROPN
sc-3222	138	30	truong	truong	PROPN
sc-3222	138	31	hoang	hoang	PROPN
sc-3222	138	32	.	.	PUNCT
sc-3222	139	1	"	"	PUNCT
sc-3222	139	2	monitoring	monitor	VERB
sc-3222	139	3	system	system	NOUN
sc-3222	139	4	-	-	PUNCT
sc-3222	139	5	based	base	VERB
sc-3222	139	6	flying	fly	VERB
sc-3222	139	7	iot	iot	NOUN
sc-3222	139	8	in	in	ADP
sc-3222	139	9	public	public	ADJ
sc-3222	139	10	health	health	NOUN
sc-3222	139	11	and	and	CCONJ
sc-3222	139	12	sports	sport	NOUN
sc-3222	139	13	using	use	VERB
sc-3222	139	14	ant	ant	NOUN
sc-3222	139	15	-	-	PUNCT
sc-3222	139	16	enabled	enable	VERB
sc-3222	139	17	energy	energy	NOUN
sc-3222	139	18	-	-	PUNCT
sc-3222	139	19	aware	aware	ADJ
sc-3222	139	20	routing	routing	NOUN
sc-3222	139	21	.	.	PUNCT
sc-3222	139	22	"	"	PUNCT
sc-3222	139	23	journal	journal	NOUN
sc-3222	139	24	of	of	ADP
sc-3222	139	25	healthcare	healthcare	PROPN
sc-3222	139	26	engineering	engineer	VERB
sc-3222	139	27	2021	2021	NUM
sc-3222	139	28	(	(	PUNCT
sc-3222	139	29	2021	2021	NUM
sc-3222	139	30	)	)	PUNCT
sc-3222	139	31	.	.	PUNCT
sc-3222	140	1	[	[	X
sc-3222	140	2	16	16	NUM
sc-3222	140	3	]	]	X
sc-3222	140	4	khan	khan	PROPN
sc-3222	140	5	,	,	PUNCT
sc-3222	140	6	inam	inam	PROPN
sc-3222	140	7	ullah	ullah	PROPN
sc-3222	140	8	,	,	PUNCT
sc-3222	140	9	ryan	ryan	PROPN
sc-3222	140	10	alturki	alturki	PROPN
sc-3222	140	11	,	,	PUNCT
sc-3222	140	12	hasan	hasan	PROPN
sc-3222	140	13	j.	j.	PROPN
sc-3222	140	14	alyamani	alyamani	PROPN
sc-3222	140	15	,	,	PUNCT
sc-3222	140	16	mohammed	mohammed	PROPN
sc-3222	140	17	abdulaziz	abdulaziz	PROPN
sc-3222	140	18	ikram	ikram	PROPN
sc-3222	140	19	,	,	PUNCT
sc-3222	140	20	muhammad	muhammad	PROPN
sc-3222	140	21	adnan	adnan	PROPN
sc-3222	140	22	aziz	aziz	PROPN
sc-3222	140	23	,	,	PUNCT
sc-3222	140	24	vinh	vinh	PROPN
sc-3222	140	25	truong	truong	PROPN
sc-3222	140	26	hoang	hoang	PROPN
sc-3222	140	27	,	,	PUNCT
sc-3222	140	28	and	and	CCONJ
sc-3222	140	29	tanweer	tanweer	PROPN
sc-3222	140	30	ahmad	ahmad	PROPN
sc-3222	140	31	cheema	cheema	PROPN
sc-3222	140	32	.	.	PUNCT
sc-3222	141	1	"	"	PUNCT
sc-3222	141	2	rssicontrolled	rssicontrolle	VERB
sc-3222	141	3	long	long	ADJ
sc-3222	141	4	-	-	PUNCT
sc-3222	141	5	range	range	NOUN
sc-3222	141	6	communication	communication	NOUN
sc-3222	141	7	in	in	ADP
sc-3222	141	8	secured	secure	VERB
sc-3222	141	9	iotenabled	iotenable	VERB
sc-3222	141	10	unmanned	unmanned	ADJ
sc-3222	141	11	aerial	aerial	ADJ
sc-3222	141	12	vehicles	vehicle	NOUN
sc-3222	141	13	.	.	PUNCT
sc-3222	141	14	"	"	PUNCT
sc-3222	142	1	mobile	mobile	ADJ
sc-3222	142	2	information	information	NOUN
sc-3222	142	3	systems	system	NOUN
sc-3222	142	4	2021	2021	NUM
sc-3222	142	5	(	(	PUNCT
sc-3222	142	6	2021	2021	NUM
sc-3222	142	7	)	)	PUNCT
sc-3222	142	8	.	.	PUNCT
sc-3222	143	1	[	[	X
sc-3222	143	2	17	17	NUM
sc-3222	143	3	]	]	X
sc-3222	143	4	alasbali	alasbali	ADJ
sc-3222	143	5	,	,	PUNCT
sc-3222	143	6	nada	nada	PROPN
sc-3222	143	7	,	,	PUNCT
sc-3222	143	8	saaidal	saaidal	ADJ
sc-3222	143	9	razalli	razalli	NOUN
sc-3222	143	10	bin	bin	PROPN
sc-3222	143	11	azzuhri	azzuhri	ADV
sc-3222	143	12	,	,	PUNCT
sc-3222	143	13	rosli	rosli	VERB
sc-3222	143	14	bin	bin	PROPN
sc-3222	143	15	salleh	salleh	PROPN
sc-3222	143	16	,	,	PUNCT
sc-3222	143	17	miss	miss	VERB
sc-3222	143	18	laiha	laiha	NOUN
sc-3222	143	19	mat	mat	PROPN
sc-3222	143	20	kiah	kiah	PROPN
sc-3222	143	21	,	,	PUNCT
sc-3222	143	22	ahmad	ahmad	PROPN
sc-3222	143	23	aliff	aliff	ADJ
sc-3222	143	24	as	as	ADP
sc-3222	143	25	shariffuddin	shariffuddin	PROPN
sc-3222	143	26	,	,	PUNCT
sc-3222	143	27	nik	nik	PROPN
sc-3222	143	28	muhammad	muhammad	PROPN
sc-3222	143	29	izwan	izwan	PROPN
sc-3222	143	30	bin	bin	PROPN
sc-3222	143	31	nik	nik	PROPN
sc-3222	143	32	mohd	mohd	PROPN
sc-3222	143	33	kamel	kamel	PROPN
sc-3222	143	34	,	,	PUNCT
sc-3222	143	35	and	and	CCONJ
sc-3222	143	36	leila	leila	PROPN
sc-3222	143	37	ismail	ismail	PROPN
sc-3222	143	38	.	.	PUNCT
sc-3222	144	1	"	"	PUNCT
sc-3222	144	2	rules	rule	NOUN
sc-3222	144	3	of	of	ADP
sc-3222	144	4	smart	smart	ADJ
sc-3222	144	5	iot	iot	NOUN
sc-3222	144	6	networks	network	NOUN
sc-3222	144	7	within	within	ADP
sc-3222	144	8	smart	smart	ADJ
sc-3222	144	9	cities	city	NOUN
sc-3222	144	10	towards	towards	ADP
sc-3222	144	11	blockchain	blockchain	PROPN
sc-3222	144	12	standardization	standardization	NOUN
sc-3222	144	13	.	.	PUNCT
sc-3222	144	14	"	"	PUNCT
sc-3222	144	15	mobile	mobile	ADJ
sc-3222	144	16	information	information	NOUN
sc-3222	144	17	systems	system	NOUN
sc-3222	144	18	2022	2022	NUM
sc-3222	144	19	(	(	PUNCT
sc-3222	144	20	2022	2022	NUM
sc-3222	144	21	)	)	PUNCT
sc-3222	144	22	.	.	PUNCT
sc-3222	145	1	[	[	X
sc-3222	145	2	18	18	NUM
sc-3222	145	3	]	]	X
sc-3222	145	4	abomhara	abomhara	ADJ
sc-3222	145	5	,	,	PUNCT
sc-3222	145	6	mohamed	mohame	VERB
sc-3222	145	7	,	,	PUNCT
sc-3222	145	8	and	and	CCONJ
sc-3222	145	9	geir	geir	PROPN
sc-3222	145	10	m.	m.	PROPN
sc-3222	145	11	køien	køien	PROPN
sc-3222	145	12	.	.	PUNCT
sc-3222	146	1	"	"	PUNCT
sc-3222	146	2	cyber	cyber	ADJ
sc-3222	146	3	security	security	NOUN
sc-3222	146	4	and	and	CCONJ
sc-3222	146	5	the	the	DET
sc-3222	146	6	internet	internet	NOUN
sc-3222	146	7	of	of	ADP
sc-3222	146	8	things	thing	NOUN
sc-3222	146	9	:	:	PUNCT
sc-3222	146	10	vulnerabilities	vulnerability	NOUN
sc-3222	146	11	,	,	PUNCT
sc-3222	146	12	threats	threat	NOUN
sc-3222	146	13	,	,	PUNCT
sc-3222	146	14	intruders	intruder	NOUN
sc-3222	146	15	and	and	CCONJ
sc-3222	146	16	attacks	attack	NOUN
sc-3222	146	17	.	.	PUNCT
sc-3222	146	18	"	"	PUNCT
sc-3222	147	1	journal	journal	NOUN
sc-3222	147	2	of	of	ADP
sc-3222	147	3	cyber	cyber	ADJ
sc-3222	147	4	security	security	NOUN
sc-3222	147	5	and	and	CCONJ
sc-3222	147	6	mobility	mobility	NOUN
sc-3222	147	7	(	(	PUNCT
sc-3222	147	8	2015	2015	NUM
sc-3222	147	9	):	):	PUNCT
sc-3222	147	10	65	65	NUM
sc-3222	147	11	-	-	SYM
sc-3222	147	12	88	88	NUM
sc-3222	147	13	.	.	PUNCT
sc-3222	148	1	[	[	X
sc-3222	148	2	19	19	NUM
sc-3222	148	3	]	]	PUNCT
sc-3222	148	4	saharkhizan	saharkhizan	NOUN
sc-3222	148	5	,	,	PUNCT
sc-3222	148	6	mahdis	mahdis	PROPN
sc-3222	148	7	,	,	PUNCT
sc-3222	148	8	et	et	PROPN
sc-3222	148	9	al	al	PROPN
sc-3222	148	10	.	.	PUNCT
sc-3222	149	1	"	"	PUNCT
sc-3222	149	2	an	an	DET
sc-3222	149	3	ensemble	ensemble	NOUN
sc-3222	149	4	of	of	ADP
sc-3222	149	5	deep	deep	ADJ
sc-3222	149	6	recurrent	recurrent	ADJ
sc-3222	149	7	neural	neural	ADJ
sc-3222	149	8	networks	network	NOUN
sc-3222	149	9	for	for	ADP
sc-3222	149	10	detecting	detect	VERB
sc-3222	149	11	iot	iot	NOUN
sc-3222	149	12	cyber	cyber	NOUN
sc-3222	149	13	attacks	attack	NOUN
sc-3222	149	14	using	use	VERB
sc-3222	149	15	network	network	NOUN
sc-3222	149	16	traffic	traffic	NOUN
sc-3222	149	17	.	.	PUNCT
sc-3222	149	18	"	"	PUNCT
sc-3222	150	1	ieee	ieee	NOUN
sc-3222	150	2	internet	internet	NOUN
sc-3222	150	3	of	of	ADP
sc-3222	150	4	things	thing	NOUN
sc-3222	150	5	journal	journal	NOUN
sc-3222	150	6	7.9	7.9	NUM
sc-3222	150	7	(	(	PUNCT
sc-3222	150	8	2020	2020	NUM
sc-3222	150	9	):	):	PUNCT
sc-3222	150	10	8852	8852	NUM
sc-3222	150	11	-	-	SYM
sc-3222	150	12	8859	8859	NUM
sc-3222	150	13	.	.	PUNCT
sc-3222	151	1	[	[	X
sc-3222	151	2	20	20	NUM
sc-3222	151	3	]	]	X
sc-3222	151	4	i.	i.	NOUN
sc-3222	151	5	stellios	stellios	PROPN
sc-3222	151	6	,	,	PUNCT
sc-3222	151	7	p.	p.	NOUN
sc-3222	151	8	kotzanikolaou	kotzanikolaou	NOUN
sc-3222	151	9	,	,	PUNCT
sc-3222	151	10	m.	m.	NOUN
sc-3222	151	11	psarakis	psarakis	PROPN
sc-3222	151	12	,	,	PUNCT
sc-3222	151	13	c.	c.	PROPN
sc-3222	151	14	alcaraz	alcaraz	PROPN
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sc-3222	151	16	j.	j.	PROPN
sc-3222	151	17	lopez	lopez	PROPN
sc-3222	151	18	,	,	PUNCT
sc-3222	151	19	"	"	PUNCT
sc-3222	151	20	a	a	DET
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sc-3222	151	22	of	of	ADP
sc-3222	151	23	iot	iot	NOUN
sc-3222	151	24	-	-	PUNCT
sc-3222	151	25	enabled	enable	VERB
sc-3222	151	26	cyberattacks	cyberattack	NOUN
sc-3222	151	27	:	:	PUNCT
sc-3222	151	28	assessing	assess	VERB
sc-3222	151	29	attack	attack	NOUN
sc-3222	151	30	paths	path	NOUN
sc-3222	151	31	to	to	ADP
sc-3222	151	32	critical	critical	ADJ
sc-3222	151	33	infrastructures	infrastructure	NOUN
sc-3222	151	34	and	and	CCONJ
sc-3222	151	35	services	service	NOUN
sc-3222	151	36	,	,	PUNCT
sc-3222	151	37	"	"	PUNCT
sc-3222	151	38	in	in	ADP
sc-3222	151	39	ieee	ieee	NOUN
sc-3222	151	40	communications	communication	NOUN
sc-3222	151	41	surveys	survey	NOUN
sc-3222	151	42	&	&	CCONJ
sc-3222	151	43	tutorials	tutorial	NOUN
sc-3222	151	44	,	,	PUNCT
sc-3222	151	45	vol	vol	NOUN
sc-3222	151	46	.	.	PROPN
sc-3222	151	47	20	20	NUM
sc-3222	151	48	,	,	PUNCT
sc-3222	151	49	no	no	INTJ
sc-3222	151	50	.	.	NOUN
sc-3222	151	51	4	4	NUM
sc-3222	151	52	,	,	PUNCT
sc-3222	151	53	pp	pp	ADJ
sc-3222	151	54	.	.	PUNCT
sc-3222	152	1	3453	3453	NUM
sc-3222	152	2	-	-	SYM
sc-3222	152	3	3495	3495	NUM
sc-3222	152	4	,	,	PUNCT
sc-3222	152	5	fourthquarter	fourthquarter	NOUN
sc-3222	152	6	2018	2018	NUM
sc-3222	152	7	,	,	PUNCT
sc-3222	152	8	doi	doi	NOUN
sc-3222	152	9	:	:	PUNCT
sc-3222	152	10	10.1109	10.1109	NUM
sc-3222	152	11	/	/	SYM
sc-3222	152	12	comst.2018.2855563	comst.2018.2855563	NOUN
sc-3222	152	13	.	.	PUNCT
sc-3222	153	1	[	[	X
sc-3222	153	2	21	21	NUM
sc-3222	153	3	]	]	SYM
sc-3222	153	4	dvorkin	dvorkin	NOUN
sc-3222	153	5	,	,	PUNCT
sc-3222	153	6	yury	yury	PROPN
sc-3222	153	7	,	,	PUNCT
sc-3222	153	8	and	and	CCONJ
sc-3222	153	9	siddharth	siddharth	PROPN
sc-3222	153	10	garg	garg	PROPN
sc-3222	153	11	.	.	PUNCT
sc-3222	154	1	"	"	PUNCT
sc-3222	154	2	iot	iot	ADJ
sc-3222	154	3	-	-	PUNCT
sc-3222	154	4	enabled	enable	VERB
sc-3222	154	5	distributed	distribute	VERB
sc-3222	154	6	cyber	cyber	NOUN
sc-3222	154	7	-	-	PUNCT
sc-3222	154	8	attacks	attack	NOUN
sc-3222	154	9	on	on	ADP
sc-3222	154	10	transmission	transmission	NOUN
sc-3222	154	11	and	and	CCONJ
sc-3222	154	12	distribution	distribution	NOUN
sc-3222	154	13	grids	grid	NOUN
sc-3222	154	14	.	.	PUNCT
sc-3222	154	15	"	"	PUNCT
sc-3222	155	1	2017	2017	NUM
sc-3222	155	2	north	north	ADJ
sc-3222	155	3	american	american	ADJ
sc-3222	155	4	power	power	NOUN
sc-3222	155	5	symposium	symposium	NOUN
sc-3222	155	6	(	(	PUNCT
sc-3222	155	7	naps	nap	NOUN
sc-3222	155	8	)	)	PUNCT
sc-3222	155	9	.	.	PUNCT
sc-3222	156	1	ieee	ieee	PROPN
sc-3222	156	2	,	,	PUNCT
sc-3222	156	3	2017	2017	NUM
sc-3222	156	4	.	.	PUNCT
sc-3222	157	1	[	[	X
sc-3222	157	2	22	22	NUM
sc-3222	157	3	]	]	X
sc-3222	157	4	rana	rana	PROPN
sc-3222	157	5	,	,	PUNCT
sc-3222	157	6	md	md	PROPN
sc-3222	157	7	masud	masud	PROPN
sc-3222	157	8	.	.	PUNCT
sc-3222	158	1	"	"	PUNCT
sc-3222	158	2	iot	iot	ADJ
sc-3222	158	3	-	-	PUNCT
sc-3222	158	4	based	base	VERB
sc-3222	158	5	electric	electric	ADJ
sc-3222	158	6	vehicle	vehicle	NOUN
sc-3222	158	7	state	state	NOUN
sc-3222	158	8	estimation	estimation	NOUN
sc-3222	158	9	and	and	CCONJ
sc-3222	158	10	control	control	NOUN
sc-3222	158	11	algorithms	algorithm	NOUN
sc-3222	158	12	under	under	ADP
sc-3222	158	13	cyber	cyber	NOUN
sc-3222	158	14	attacks	attack	NOUN
sc-3222	158	15	.	.	PUNCT
sc-3222	158	16	"	"	PUNCT
sc-3222	159	1	ieee	ieee	NOUN
sc-3222	159	2	internet	internet	NOUN
sc-3222	159	3	of	of	ADP
sc-3222	159	4	things	thing	NOUN
sc-3222	159	5	journal	journal	NOUN
sc-3222	159	6	7.2	7.2	NUM
sc-3222	159	7	(	(	PUNCT
sc-3222	159	8	2019	2019	NUM
sc-3222	159	9	):	):	PUNCT
sc-3222	159	10	874881	874881	NUM
sc-3222	159	11	.	.	PUNCT
sc-3222	160	1	[	[	X
sc-3222	160	2	23	23	NUM
sc-3222	160	3	]	]	X
sc-3222	160	4	diaz	diaz	PROPN
sc-3222	160	5	lopez	lopez	PROPN
sc-3222	160	6	,	,	PUNCT
sc-3222	160	7	daniel	daniel	PROPN
sc-3222	160	8	,	,	PUNCT
sc-3222	160	9	et	et	PROPN
sc-3222	160	10	al	al	PROPN
sc-3222	160	11	.	.	PUNCT
sc-3222	161	1	"	"	PUNCT
sc-3222	161	2	shielding	shield	VERB
sc-3222	161	3	iot	iot	VERB
sc-3222	161	4	against	against	ADP
sc-3222	161	5	cyberattacks	cyberattack	NOUN
sc-3222	161	6	:	:	PUNCT
sc-3222	161	7	an	an	DET
sc-3222	161	8	event	event	NOUN
sc-3222	161	9	-	-	PUNCT
sc-3222	161	10	based	base	VERB
sc-3222	161	11	approach	approach	NOUN
sc-3222	161	12	using	use	VERB
sc-3222	161	13	siem	siem	PROPN
sc-3222	161	14	.	.	PUNCT
sc-3222	161	15	"	"	PUNCT
sc-3222	162	1	wireless	wireless	ADJ
sc-3222	162	2	communications	communication	NOUN
sc-3222	162	3	and	and	CCONJ
sc-3222	162	4	mobile	mobile	NOUN
sc-3222	162	5	computing	compute	VERB
sc-3222	162	6	2018	2018	NUM
sc-3222	162	7	(	(	PUNCT
sc-3222	162	8	2018	2018	NUM
sc-3222	162	9	)	)	PUNCT
sc-3222	162	10	.	.	PUNCT
sc-3222	163	1	[	[	X
sc-3222	163	2	24	24	NUM
sc-3222	163	3	]	]	SYM
sc-3222	163	4	tabassum	tabassum	NOUN
sc-3222	163	5	,	,	PUNCT
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sc-3222	163	7	,	,	PUNCT
sc-3222	163	8	and	and	CCONJ
sc-3222	163	9	wadha	wadha	NOUN
sc-3222	163	10	lebda	lebda	NOUN
sc-3222	163	11	.	.	PUNCT
sc-3222	164	1	"	"	PUNCT
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sc-3222	164	3	framework	framework	NOUN
sc-3222	164	4	for	for	ADP
sc-3222	164	5	iot	iot	ADJ
sc-3222	164	6	devices	device	NOUN
sc-3222	164	7	against	against	ADP
sc-3222	164	8	cyber	cyber	NOUN
sc-3222	164	9	-	-	PUNCT
sc-3222	164	10	attacks	attack	NOUN
sc-3222	164	11	.	.	PUNCT
sc-3222	164	12	"	"	PUNCT
sc-3222	165	1	arxiv	arxiv	PROPN
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sc-3222	165	4	(	(	PUNCT
sc-3222	165	5	2019	2019	NUM
sc-3222	165	6	)	)	PUNCT
sc-3222	165	7	.	.	PUNCT
sc-3222	166	1	[	[	X
sc-3222	166	2	25	25	NUM
sc-3222	166	3	]	]	PUNCT
sc-3222	166	4	roopak	roopak	PROPN
sc-3222	166	5	,	,	PUNCT
sc-3222	166	6	monika	monika	PROPN
sc-3222	166	7	,	,	PUNCT
sc-3222	166	8	gui	gui	PROPN
sc-3222	166	9	yun	yun	PROPN
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sc-3222	166	11	,	,	PUNCT
sc-3222	166	12	and	and	CCONJ
sc-3222	166	13	jonathon	jonathon	PROPN
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sc-3222	166	15	.	.	PUNCT
sc-3222	167	1	"	"	PUNCT
sc-3222	167	2	deep	deep	ADJ
sc-3222	167	3	learning	learning	NOUN
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sc-3222	167	5	for	for	ADP
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sc-3222	167	8	in	in	ADP
sc-3222	167	9	iot	iot	PROPN
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sc-3222	167	11	.	.	PUNCT
sc-3222	167	12	"	"	PUNCT
sc-3222	168	1	2019	2019	NUM
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sc-3222	168	6	and	and	CCONJ
sc-3222	168	7	communication	communication	NOUN
sc-3222	168	8	workshop	workshop	NOUN
sc-3222	168	9	and	and	CCONJ
sc-3222	168	10	conference	conference	NOUN
sc-3222	168	11	(	(	PUNCT
sc-3222	168	12	ccwc	ccwc	PROPN
sc-3222	168	13	)	)	PUNCT
sc-3222	168	14	.	.	PUNCT
sc-3222	169	1	ieee	ieee	PROPN
sc-3222	169	2	,	,	PUNCT
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sc-3222	169	4	.	.	PUNCT
sc-3222	170	1	[	[	X
sc-3222	170	2	26	26	NUM
sc-3222	170	3	]	]	X
sc-3222	170	4	f.	f.	PROPN
sc-3222	170	5	farivar	farivar	PROPN
sc-3222	170	6	,	,	PUNCT
sc-3222	170	7	m.	m.	NOUN
sc-3222	170	8	s.	s.	PROPN
sc-3222	170	9	haghighi	haghighi	PROPN
sc-3222	170	10	,	,	PUNCT
sc-3222	170	11	a.	a.	PROPN
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sc-3222	170	13	and	and	CCONJ
sc-3222	170	14	m.	m.	NOUN
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sc-3222	170	16	,	,	PUNCT
sc-3222	170	17	"	"	PUNCT
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sc-3222	170	22	,	,	PUNCT
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sc-3222	170	24	,	,	PUNCT
sc-3222	170	25	and	and	CCONJ
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sc-3222	170	28	malicious	malicious	ADJ
sc-3222	170	29	attacks	attack	NOUN
sc-3222	170	30	in	in	ADP
sc-3222	170	31	nonlinear	nonlinear	ADJ
sc-3222	170	32	cyberphysical	cyberphysical	ADJ
sc-3222	170	33	systems	system	NOUN
sc-3222	170	34	and	and	CCONJ
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sc-3222	170	36	iot	iot	NOUN
sc-3222	170	37	,	,	PUNCT
sc-3222	170	38	"	"	PUNCT
sc-3222	170	39	in	in	ADP
sc-3222	170	40	ieee	ieee	NOUN
sc-3222	170	41	transactions	transaction	NOUN
sc-3222	170	42	on	on	ADP
sc-3222	170	43	industrial	industrial	ADJ
sc-3222	170	44	informatics	informatic	NOUN
sc-3222	170	45	,	,	PUNCT
sc-3222	170	46	vol	vol	NOUN
sc-3222	170	47	.	.	PROPN
sc-3222	170	48	16	16	NUM
sc-3222	170	49	,	,	PUNCT
sc-3222	170	50	no	no	INTJ
sc-3222	170	51	.	.	NOUN
sc-3222	170	52	4	4	NUM
sc-3222	170	53	,	,	PUNCT
sc-3222	170	54	pp	pp	ADJ
sc-3222	170	55	.	.	PUNCT
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sc-3222	170	57	-	-	SYM
sc-3222	170	58	2725	2725	NUM
sc-3222	170	59	,	,	PUNCT
sc-3222	170	60	april	april	PROPN
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sc-3222	170	62	,	,	PUNCT
sc-3222	170	63	doi	doi	NOUN
sc-3222	170	64	:	:	PUNCT
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sc-3222	170	66	/	/	SYM
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sc-3222	170	68	.	.	PUNCT
sc-3222	171	1	[	[	X
sc-3222	171	2	27	27	NUM
sc-3222	171	3	]	]	X
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sc-3222	171	5	,	,	PUNCT
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sc-3222	171	8	,	,	PUNCT
sc-3222	171	9	et	et	PROPN
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sc-3222	171	11	.	.	PUNCT
sc-3222	172	1	"	"	PUNCT
sc-3222	172	2	a	a	DET
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sc-3222	172	4	on	on	ADP
sc-3222	172	5	sensor	sensor	NOUN
sc-3222	172	6	-	-	PUNCT
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sc-3222	172	8	threats	threat	NOUN
sc-3222	172	9	and	and	CCONJ
sc-3222	172	10	attacks	attack	NOUN
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sc-3222	172	12	smart	smart	ADJ
sc-3222	172	13	devices	device	NOUN
sc-3222	172	14	and	and	CCONJ
sc-3222	172	15	applications	application	NOUN
sc-3222	172	16	.	.	PUNCT
sc-3222	172	17	"	"	PUNCT
sc-3222	173	1	ieee	ieee	NOUN
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sc-3222	173	3	surveys	survey	NOUN
sc-3222	173	4	&	&	CCONJ
sc-3222	173	5	tutorials	tutorial	NOUN
sc-3222	173	6	23.2	23.2	NUM
sc-3222	173	7	(	(	PUNCT
sc-3222	173	8	2021	2021	NUM
sc-3222	173	9	):	):	PUNCT
sc-3222	173	10	11251159	11251159	NUM
sc-3222	173	11	.	.	PUNCT
sc-3222	174	1	[	[	X
sc-3222	174	2	28	28	NUM
sc-3222	174	3	]	]	SYM
sc-3222	174	4	aldairi	aldairi	PROPN
sc-3222	174	5	,	,	PUNCT
sc-3222	174	6	anwaar	anwaar	NOUN
sc-3222	174	7	.	.	PUNCT
sc-3222	175	1	"	"	PUNCT
sc-3222	175	2	cyber	cyber	ADJ
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sc-3222	175	4	attacks	attack	NOUN
sc-3222	175	5	on	on	ADP
sc-3222	175	6	smart	smart	ADJ
sc-3222	175	7	cities	city	NOUN
sc-3222	175	8	and	and	CCONJ
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sc-3222	175	12	.	.	PUNCT
sc-3222	175	13	"	"	PUNCT
sc-3222	176	1	procedia	procedia	NOUN
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sc-3222	176	4	109	109	NUM
sc-3222	176	5	(	(	PUNCT
sc-3222	176	6	2017	2017	NUM
sc-3222	176	7	):	):	PUNCT
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sc-3222	176	9	-	-	SYM
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sc-3222	176	11	.	.	PUNCT
sc-3222	177	1	[	[	X
sc-3222	177	2	29	29	NUM
sc-3222	177	3	]	]	X
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sc-3222	177	5	,	,	PUNCT
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sc-3222	177	7	,	,	PUNCT
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sc-3222	177	11	and	and	CCONJ
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sc-3222	177	14	.	.	PUNCT
sc-3222	178	1	"	"	PUNCT
sc-3222	178	2	an	an	DET
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sc-3222	178	11	'	'	PART
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sc-3222	178	14	.	.	PUNCT
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sc-3222	179	2	on	on	ADP
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sc-3222	179	7	(	(	PUNCT
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sc-3222	179	9	):	):	PUNCT
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sc-3222	179	11	.	.	PUNCT
sc-3222	180	1	[	[	X
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sc-3222	180	8	,	,	PUNCT
sc-3222	180	9	et	et	PROPN
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sc-3222	180	11	.	.	PUNCT
sc-3222	181	1	"	"	PUNCT
sc-3222	181	2	a	a	DET
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sc-3222	181	15	applications	application	NOUN
sc-3222	181	16	.	.	PUNCT
sc-3222	181	17	"	"	PUNCT
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sc-3222	182	6	23.2	23.2	NUM
sc-3222	182	7	(	(	PUNCT
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sc-3222	182	9	):	):	PUNCT
sc-3222	182	10	11251159	11251159	NUM
sc-3222	182	11	.	.	PUNCT
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sc-3222	183	10	.	.	PUNCT
sc-3222	184	1	"	"	PUNCT
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sc-3222	184	12	.	.	PUNCT
sc-3222	184	13	"	"	PUNCT
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sc-3222	184	19	1.5	1.5	NUM
sc-3222	184	20	(	(	PUNCT
sc-3222	184	21	2014	2014	NUM
sc-3222	184	22	):	):	PUNCT
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sc-3222	184	24	-	-	SYM
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sc-3222	184	26	.	.	PUNCT
sc-3222	185	1	[	[	X
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sc-3222	185	3	]	]	X
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sc-3222	185	5	,	,	PUNCT
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sc-3222	185	12	.	.	PUNCT
sc-3222	186	1	"	"	PUNCT
sc-3222	186	2	semantic	semantic	ADJ
sc-3222	186	3	query	query	NOUN
sc-3222	186	4	-	-	PUNCT
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sc-3222	186	11	-	-	PUNCT
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sc-3222	186	15	in	in	ADP
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sc-3222	186	17	-	-	PUNCT
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sc-3222	186	19	.	.	PUNCT
sc-3222	186	20	"	"	PUNCT
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sc-3222	187	5	(	(	PUNCT
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sc-3222	187	7	)	)	PUNCT
sc-3222	187	8	.	.	PUNCT
sc-3222	188	1	[	[	X
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sc-3222	188	3	]	]	SYM
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sc-3222	188	10	.	.	PUNCT
sc-3222	189	1	"	"	PUNCT
sc-3222	189	2	a	a	DET
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sc-3222	189	6	for	for	ADP
sc-3222	189	7	an	an	DET
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sc-3222	189	9	-	-	PUNCT
sc-3222	189	10	based	base	VERB
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sc-3222	189	13	planner	planner	NOUN
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sc-3222	189	17	.	.	PUNCT
sc-3222	189	18	"	"	PUNCT
sc-3222	190	1	ieee	ieee	NOUN
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sc-3222	190	3	6	6	NUM
sc-3222	190	4	(	(	PUNCT
sc-3222	190	5	2018	2018	NUM
sc-3222	190	6	):	):	PUNCT
sc-3222	190	7	48360	48360	NUM
sc-3222	190	8	-	-	SYM
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sc-3222	190	10	.	.	PUNCT
sc-3222	191	1	[	[	X
sc-3222	191	2	34	34	NUM
sc-3222	191	3	]	]	X
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sc-3222	191	12	.	.	PUNCT
sc-3222	191	13	"	"	PUNCT
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sc-3222	191	27	"	"	PUNCT
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sc-3222	192	4	28.1	28.1	NUM
sc-3222	192	5	-	-	SYM
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sc-3222	192	7	(	(	PUNCT
sc-3222	192	8	2009	2009	NUM
sc-3222	192	9	):	):	PUNCT
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sc-3222	192	11	-	-	SYM
sc-3222	192	12	28	28	NUM
sc-3222	192	13	.	.	PUNCT
sc-3222	193	1	[	[	X
sc-3222	193	2	35	35	NUM
sc-3222	193	3	]	]	X
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sc-3222	193	5	,	,	PUNCT
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sc-3222	193	8	and	and	CCONJ
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sc-3222	193	11	sangwan	sangwan	PROPN
sc-3222	193	12	.	.	PUNCT
sc-3222	194	1	"	"	PUNCT
sc-3222	194	2	signature	signature	NOUN
sc-3222	194	3	based	base	VERB
sc-3222	194	4	intrusion	intrusion	NOUN
sc-3222	194	5	detection	detection	NOUN
sc-3222	194	6	system	system	NOUN
sc-3222	194	7	using	use	VERB
sc-3222	194	8	snort	snort	NOUN
sc-3222	194	9	.	.	PUNCT
sc-3222	194	10	"	"	PUNCT
sc-3222	195	1	international	international	ADJ
sc-3222	195	2	journal	journal	NOUN
sc-3222	195	3	of	of	ADP
sc-3222	195	4	computer	computer	NOUN
sc-3222	195	5	applications	application	NOUN
sc-3222	195	6	&	&	CCONJ
sc-3222	195	7	information	information	NOUN
sc-3222	195	8	technology	technology	PROPN
sc-3222	195	9	1.3	1.3	NUM
sc-3222	195	10	(	(	PUNCT
sc-3222	195	11	2012	2012	NUM
sc-3222	195	12	):	):	PUNCT
sc-3222	195	13	35	35	NUM
sc-3222	195	14	-	-	SYM
sc-3222	195	15	41	41	NUM
sc-3222	195	16	.	.	PUNCT
sc-3222	196	1	[	[	X
sc-3222	196	2	36	36	NUM
sc-3222	196	3	]	]	PUNCT
sc-3222	196	4	otoum	otoum	X
sc-3222	196	5	,	,	PUNCT
sc-3222	196	6	yazan	yazan	PROPN
sc-3222	196	7	,	,	PUNCT
sc-3222	196	8	and	and	CCONJ
sc-3222	196	9	amiya	amiya	PROPN
sc-3222	196	10	nayak	nayak	PROPN
sc-3222	196	11	.	.	PUNCT
sc-3222	197	1	"	"	PUNCT
sc-3222	197	2	as	as	ADP
sc-3222	197	3	-	-	PUNCT
sc-3222	197	4	ids	ids	NOUN
sc-3222	197	5	:	:	PUNCT
sc-3222	197	6	anomaly	anomaly	NOUN
sc-3222	197	7	and	and	CCONJ
sc-3222	197	8	signature	signature	NOUN
sc-3222	197	9	based	base	VERB
sc-3222	197	10	ids	id	NOUN
sc-3222	197	11	for	for	ADP
sc-3222	197	12	the	the	DET
sc-3222	197	13	internet	internet	NOUN
sc-3222	197	14	of	of	ADP
sc-3222	197	15	things	thing	NOUN
sc-3222	197	16	.	.	PUNCT
sc-3222	197	17	"	"	PUNCT
sc-3222	197	18	journal	journal	NOUN
sc-3222	197	19	of	of	ADP
sc-3222	197	20	network	network	NOUN
sc-3222	197	21	and	and	CCONJ
sc-3222	197	22	systems	system	NOUN
sc-3222	197	23	management	management	NOUN
sc-3222	197	24	29.3	29.3	NUM
sc-3222	197	25	(	(	PUNCT
sc-3222	197	26	2021	2021	NUM
sc-3222	197	27	):	):	PUNCT
sc-3222	197	28	1	1	NUM
sc-3222	197	29	-	-	SYM
sc-3222	197	30	26	26	NUM
sc-3222	197	31	.	.	PUNCT
sc-3222	198	1	eai	eai	PROPN
sc-3222	198	2	endorsed	endorse	VERB
sc-3222	198	3	transactions	transaction	NOUN
sc-3222	198	4	on	on	ADP
sc-3222	198	5	smart	smart	ADJ
sc-3222	198	6	cities	city	NOUN
sc-3222	198	7	|	|	ADV
sc-3222	198	8	volume	volume	VERB
sc-3222	198	9	7	7	NUM
sc-3222	198	10	|	|	NOUN
sc-3222	198	11	issue	issue	NOUN
sc-3222	198	12	2	2	NUM
sc-3222	198	13	|	|	NOUN
sc-3222	198	14	detection	detection	NOUN
sc-3222	198	15	of	of	ADP
sc-3222	198	16	cyber	cyber	NOUN
sc-3222	198	17	attacks	attack	NOUN
sc-3222	198	18	using	use	VERB
sc-3222	198	19	machine	machine	NOUN
sc-3222	198	20	learning	learning	NOUN
sc-3222	198	21	based	base	VERB
sc-3222	198	22	intrusion	intrusion	NOUN
sc-3222	198	23	detection	detection	NOUN
sc-3222	198	24	system	system	NOUN
sc-3222	198	25	for	for	ADP
sc-3222	198	26	iot	iot	NOUN
sc-3222	198	27	based	base	VERB
sc-3222	198	28	smart	smart	ADJ
sc-3222	198	29	cities	city	NOUN
sc-3222	198	30	7	7	NUM
sc-3222	198	31	[	[	SYM
sc-3222	198	32	37	37	NUM
sc-3222	198	33	]	]	PUNCT
sc-3222	198	34	einy	einy	NOUN
sc-3222	198	35	,	,	PUNCT
sc-3222	198	36	sajad	sajad	PROPN
sc-3222	198	37	,	,	PUNCT
sc-3222	198	38	cemil	cemil	NOUN
sc-3222	198	39	oz	oz	NOUN
sc-3222	198	40	,	,	PUNCT
sc-3222	198	41	and	and	CCONJ
sc-3222	198	42	yahya	yahya	PROPN
sc-3222	198	43	dorostkar	dorostkar	PROPN
sc-3222	198	44	navaei	navaei	PROPN
sc-3222	198	45	.	.	PUNCT
sc-3222	199	1	"	"	PUNCT
sc-3222	199	2	the	the	DET
sc-3222	199	3	anomaly	anomaly	NOUN
sc-3222	199	4	-	-	PUNCT
sc-3222	199	5	and	and	CCONJ
sc-3222	199	6	signature	signature	NOUN
sc-3222	199	7	-	-	PUNCT
sc-3222	199	8	based	base	VERB
sc-3222	199	9	ids	id	NOUN
sc-3222	199	10	for	for	ADP
sc-3222	199	11	network	network	NOUN
sc-3222	199	12	security	security	NOUN
sc-3222	199	13	using	use	VERB
sc-3222	199	14	hybrid	hybrid	ADJ
sc-3222	199	15	inference	inference	NOUN
sc-3222	199	16	systems	system	NOUN
sc-3222	199	17	.	.	PUNCT
sc-3222	199	18	"	"	PUNCT
sc-3222	200	1	mathematical	mathematical	ADJ
sc-3222	200	2	problems	problem	NOUN
sc-3222	200	3	in	in	ADP
sc-3222	200	4	engineering	engineer	VERB
sc-3222	200	5	2021	2021	NUM
sc-3222	200	6	(	(	PUNCT
sc-3222	200	7	2021	2021	NUM
sc-3222	200	8	)	)	PUNCT
sc-3222	200	9	.	.	PUNCT
sc-3222	201	1	[	[	X
sc-3222	201	2	38	38	NUM
sc-3222	201	3	]	]	PUNCT
sc-3222	201	4	xu	xu	PROPN
sc-3222	201	5	,	,	PUNCT
sc-3222	201	6	chuanfeng	chuanfeng	PROPN
sc-3222	201	7	,	,	PUNCT
sc-3222	201	8	et	et	PROPN
sc-3222	201	9	al	al	PROPN
sc-3222	201	10	.	.	PUNCT
sc-3222	202	1	"	"	PUNCT
sc-3222	202	2	an	an	DET
sc-3222	202	3	sdnfv	sdnfv	NOUN
sc-3222	202	4	-	-	PUNCT
sc-3222	202	5	based	base	VERB
sc-3222	202	6	ddos	ddos	NOUN
sc-3222	202	7	defense	defense	NOUN
sc-3222	202	8	technology	technology	NOUN
sc-3222	202	9	for	for	ADP
sc-3222	202	10	smart	smart	ADJ
sc-3222	202	11	cities	city	NOUN
sc-3222	202	12	.	.	PUNCT
sc-3222	202	13	"	"	PUNCT
sc-3222	203	1	ieee	ieee	NOUN
sc-3222	203	2	access	access	NOUN
sc-3222	203	3	7	7	NUM
sc-3222	203	4	(	(	PUNCT
sc-3222	203	5	2019	2019	NUM
sc-3222	203	6	):	):	PUNCT
sc-3222	203	7	137856137874	137856137874	NUM
sc-3222	203	8	.	.	PUNCT
sc-3222	204	1	[	[	X
sc-3222	204	2	39	39	NUM
sc-3222	204	3	]	]	X
sc-3222	204	4	moustafa	moustafa	PROPN
sc-3222	204	5	,	,	PUNCT
sc-3222	204	6	nour	nour	PROPN
sc-3222	204	7	,	,	PUNCT
sc-3222	204	8	and	and	CCONJ
sc-3222	204	9	jill	jill	PROPN
sc-3222	204	10	slay	slay	NOUN
sc-3222	204	11	.	.	PUNCT
sc-3222	205	1	"	"	PUNCT
sc-3222	205	2	unsw	unsw	NOUN
sc-3222	205	3	-	-	PUNCT
sc-3222	205	4	nb15	nb15	PROPN
sc-3222	205	5	:	:	PUNCT
sc-3222	205	6	a	a	DET
sc-3222	205	7	comprehensive	comprehensive	ADJ
sc-3222	205	8	data	datum	NOUN
sc-3222	205	9	set	set	VERB
sc-3222	205	10	for	for	ADP
sc-3222	205	11	network	network	NOUN
sc-3222	205	12	intrusion	intrusion	NOUN
sc-3222	205	13	detection	detection	NOUN
sc-3222	205	14	systems	system	NOUN
sc-3222	205	15	(	(	PUNCT
sc-3222	205	16	unsw	unsw	NOUN
sc-3222	205	17	-	-	PUNCT
sc-3222	205	18	nb15	nb15	PROPN
sc-3222	205	19	network	network	NOUN
sc-3222	205	20	data	datum	NOUN
sc-3222	205	21	set	set	NOUN
sc-3222	205	22	)	)	PUNCT
sc-3222	205	23	.	.	PUNCT
sc-3222	205	24	"	"	PUNCT
sc-3222	205	25	military	military	ADJ
sc-3222	205	26	communications	communication	NOUN
sc-3222	205	27	and	and	CCONJ
sc-3222	205	28	information	information	NOUN
sc-3222	205	29	systems	system	NOUN
sc-3222	205	30	conference	conference	NOUN
sc-3222	205	31	(	(	PUNCT
sc-3222	205	32	milcis	milcis	NOUN
sc-3222	205	33	)	)	PUNCT
sc-3222	205	34	,	,	PUNCT
sc-3222	205	35	2015	2015	NUM
sc-3222	205	36	.	.	PUNCT
sc-3222	206	1	ieee	ieee	NOUN
sc-3222	206	2	,	,	PUNCT
sc-3222	206	3	2015	2015	NUM
sc-3222	206	4	.	.	PUNCT
sc-3222	207	1	[	[	X
sc-3222	207	2	40	40	NUM
sc-3222	207	3	]	]	X
sc-3222	207	4	moustafa	moustafa	PROPN
sc-3222	207	5	,	,	PUNCT
sc-3222	207	6	nour	nour	PROPN
sc-3222	207	7	,	,	PUNCT
sc-3222	207	8	and	and	CCONJ
sc-3222	207	9	jill	jill	PROPN
sc-3222	207	10	slay	slay	NOUN
sc-3222	207	11	.	.	PUNCT
sc-3222	208	1	"	"	PUNCT
sc-3222	208	2	the	the	DET
sc-3222	208	3	evaluation	evaluation	NOUN
sc-3222	208	4	of	of	ADP
sc-3222	208	5	network	network	NOUN
sc-3222	208	6	anomaly	anomaly	NOUN
sc-3222	208	7	detection	detection	NOUN
sc-3222	208	8	systems	system	NOUN
sc-3222	208	9	:	:	PUNCT
sc-3222	208	10	statistical	statistical	ADJ
sc-3222	208	11	analysis	analysis	NOUN
sc-3222	208	12	of	of	ADP
sc-3222	208	13	the	the	DET
sc-3222	208	14	unsw	unsw	PROPN
sc-3222	208	15	-	-	PUNCT
sc-3222	208	16	nb15	nb15	PROPN
sc-3222	208	17	dataset	dataset	NOUN
sc-3222	208	18	and	and	CCONJ
sc-3222	208	19	the	the	DET
sc-3222	208	20	comparison	comparison	NOUN
sc-3222	208	21	with	with	ADP
sc-3222	208	22	the	the	DET
sc-3222	208	23	kdd99	kdd99	NOUN
sc-3222	208	24	dataset	dataset	NOUN
sc-3222	208	25	.	.	PUNCT
sc-3222	208	26	"	"	PUNCT
sc-3222	209	1	information	information	NOUN
sc-3222	209	2	security	security	NOUN
sc-3222	209	3	journal	journal	NOUN
sc-3222	209	4	:	:	PUNCT
sc-3222	209	5	a	a	DET
sc-3222	209	6	global	global	ADJ
sc-3222	209	7	perspective	perspective	NOUN
sc-3222	209	8	(	(	PUNCT
sc-3222	209	9	2016	2016	NUM
sc-3222	209	10	):	):	PUNCT
sc-3222	209	11	1	1	NUM
sc-3222	209	12	-	-	SYM
sc-3222	209	13	14	14	NUM
sc-3222	209	14	.	.	PUNCT
sc-3222	210	1	[	[	X
sc-3222	210	2	41	41	NUM
sc-3222	210	3	]	]	X
sc-3222	210	4	moustafa	moustafa	PROPN
sc-3222	210	5	,	,	PUNCT
sc-3222	210	6	nour	nour	PROPN
sc-3222	210	7	,	,	PUNCT
sc-3222	210	8	et	et	PROPN
sc-3222	210	9	al	al	PROPN
sc-3222	210	10	.	.	PUNCT
sc-3222	211	1	"	"	PUNCT
sc-3222	211	2	novel	novel	ADJ
sc-3222	211	3	geometric	geometric	ADJ
sc-3222	211	4	area	area	NOUN
sc-3222	211	5	analysis	analysis	NOUN
sc-3222	211	6	technique	technique	NOUN
sc-3222	211	7	for	for	ADP
sc-3222	211	8	anomaly	anomaly	NOUN
sc-3222	211	9	detection	detection	NOUN
sc-3222	211	10	using	use	VERB
sc-3222	211	11	trapezoidal	trapezoidal	ADJ
sc-3222	211	12	area	area	NOUN
sc-3222	211	13	estimation	estimation	NOUN
sc-3222	211	14	on	on	ADP
sc-3222	211	15	large	large	ADJ
sc-3222	211	16	-	-	PUNCT
sc-3222	211	17	scale	scale	NOUN
sc-3222	211	18	networks	network	NOUN
sc-3222	211	19	.	.	PUNCT
sc-3222	211	20	"	"	PUNCT
sc-3222	212	1	ieee	ieee	NOUN
sc-3222	212	2	transactions	transaction	NOUN
sc-3222	212	3	on	on	ADP
sc-3222	212	4	big	big	ADJ
sc-3222	212	5	data	datum	NOUN
sc-3222	212	6	(	(	PUNCT
sc-3222	212	7	2017	2017	NUM
sc-3222	212	8	)	)	PUNCT
sc-3222	212	9	.	.	PUNCT
sc-3222	213	1	[	[	X
sc-3222	213	2	42	42	NUM
sc-3222	213	3	]	]	X
sc-3222	213	4	moustafa	moustafa	PROPN
sc-3222	213	5	,	,	PUNCT
sc-3222	213	6	nour	nour	PROPN
sc-3222	213	7	,	,	PUNCT
sc-3222	213	8	et	et	PROPN
sc-3222	213	9	al	al	PROPN
sc-3222	213	10	.	.	PUNCT
sc-3222	214	1	"	"	PUNCT
sc-3222	214	2	big	big	ADJ
sc-3222	214	3	data	datum	NOUN
sc-3222	214	4	analytics	analytic	NOUN
sc-3222	214	5	for	for	ADP
sc-3222	214	6	intrusion	intrusion	NOUN
sc-3222	214	7	detection	detection	NOUN
sc-3222	214	8	system	system	NOUN
sc-3222	214	9	:	:	PUNCT
sc-3222	214	10	statistical	statistical	ADJ
sc-3222	214	11	decision	decision	NOUN
sc-3222	214	12	-	-	PUNCT
sc-3222	214	13	making	making	NOUN
sc-3222	214	14	using	use	VERB
sc-3222	214	15	finite	finite	ADJ
sc-3222	214	16	dirichlet	dirichlet	PROPN
sc-3222	214	17	mixture	mixture	NOUN
sc-3222	214	18	models	model	NOUN
sc-3222	214	19	.	.	PUNCT
sc-3222	214	20	"	"	PUNCT
sc-3222	215	1	data	datum	NOUN
sc-3222	215	2	analytics	analytic	NOUN
sc-3222	215	3	and	and	CCONJ
sc-3222	215	4	decision	decision	NOUN
sc-3222	215	5	support	support	NOUN
sc-3222	215	6	for	for	ADP
sc-3222	215	7	cybersecurity	cybersecurity	NOUN
sc-3222	215	8	.	.	PUNCT
sc-3222	216	1	springer	springer	NOUN
sc-3222	216	2	,	,	PUNCT
sc-3222	216	3	cham	cham	PROPN
sc-3222	216	4	,	,	PUNCT
sc-3222	216	5	2017	2017	NUM
sc-3222	216	6	.	.	PUNCT
sc-3222	217	1	127	127	NUM
sc-3222	217	2	-	-	SYM
sc-3222	217	3	156	156	NUM
sc-3222	217	4	.	.	PUNCT
sc-3222	218	1	[	[	X
sc-3222	218	2	43	43	NUM
sc-3222	218	3	]	]	X
sc-3222	218	4	sarhan	sarhan	NOUN
sc-3222	218	5	,	,	PUNCT
sc-3222	218	6	mohanad	mohanad	PROPN
sc-3222	218	7	,	,	PUNCT
sc-3222	218	8	siamak	siamak	PROPN
sc-3222	218	9	layeghy	layeghy	PROPN
sc-3222	218	10	,	,	PUNCT
sc-3222	218	11	nour	nour	PROPN
sc-3222	218	12	moustafa	moustafa	PROPN
sc-3222	218	13	,	,	PUNCT
sc-3222	218	14	and	and	CCONJ
sc-3222	218	15	marius	marius	PROPN
sc-3222	218	16	portmann	portmann	PROPN
sc-3222	218	17	.	.	PUNCT
sc-3222	219	1	netflow	netflow	ADJ
sc-3222	219	2	datasets	dataset	NOUN
sc-3222	219	3	for	for	ADP
sc-3222	219	4	machine	machine	NOUN
sc-3222	219	5	learningbased	learningbase	VERB
sc-3222	219	6	network	network	NOUN
sc-3222	219	7	intrusion	intrusion	NOUN
sc-3222	219	8	detection	detection	NOUN
sc-3222	219	9	systems	system	NOUN
sc-3222	219	10	.	.	PUNCT
sc-3222	220	1	in	in	ADP
sc-3222	220	2	big	big	ADJ
sc-3222	220	3	data	datum	NOUN
sc-3222	220	4	technologies	technology	NOUN
sc-3222	220	5	and	and	CCONJ
sc-3222	220	6	applications	application	NOUN
sc-3222	220	7	:	:	PUNCT
sc-3222	220	8	10th	10th	ADJ
sc-3222	220	9	eai	eai	PROPN
sc-3222	220	10	international	international	ADJ
sc-3222	220	11	conference	conference	NOUN
sc-3222	220	12	,	,	PUNCT
sc-3222	220	13	bdta	bdta	NOUN
sc-3222	220	14	2020	2020	NUM
sc-3222	220	15	,	,	PUNCT
sc-3222	220	16	and	and	CCONJ
sc-3222	220	17	13th	13th	ADJ
sc-3222	220	18	eai	eai	PROPN
sc-3222	220	19	international	international	ADJ
sc-3222	220	20	conference	conference	NOUN
sc-3222	220	21	on	on	ADP
sc-3222	220	22	wireless	wireless	ADJ
sc-3222	220	23	internet	internet	NOUN
sc-3222	220	24	,	,	PUNCT
sc-3222	220	25	wicon	wicon	NOUN
sc-3222	220	26	2020	2020	NUM
sc-3222	220	27	,	,	PUNCT
sc-3222	220	28	virtual	virtual	ADJ
sc-3222	220	29	event	event	NOUN
sc-3222	220	30	,	,	PUNCT
sc-3222	220	31	december	december	PROPN
sc-3222	220	32	11	11	NUM
sc-3222	220	33	,	,	PUNCT
sc-3222	220	34	2020	2020	NUM
sc-3222	220	35	,	,	PUNCT
sc-3222	220	36	proceedings	proceeding	NOUN
sc-3222	220	37	(	(	PUNCT
sc-3222	220	38	p.	p.	NOUN
sc-3222	220	39	117	117	NUM
sc-3222	220	40	)	)	PUNCT
sc-3222	220	41	.	.	PUNCT
sc-3222	221	1	springer	springer	NOUN
sc-3222	221	2	nature	nature	NOUN
sc-3222	221	3	.	.	PUNCT
sc-3222	222	1	[	[	X
sc-3222	222	2	44	44	NUM
sc-3222	222	3	]	]	SYM
sc-3222	222	4	moustafa	moustafa	PROPN
sc-3222	222	5	,	,	PUNCT
sc-3222	222	6	nour	nour	PROPN
sc-3222	222	7	,	,	PUNCT
sc-3222	222	8	et	et	PROPN
sc-3222	222	9	al	al	PROPN
sc-3222	222	10	.	.	PUNCT
sc-3222	223	1	"	"	PUNCT
sc-3222	223	2	an	an	DET
sc-3222	223	3	ensemble	ensemble	ADJ
sc-3222	223	4	intrusion	intrusion	NOUN
sc-3222	223	5	detection	detection	NOUN
sc-3222	223	6	technique	technique	NOUN
sc-3222	223	7	based	base	VERB
sc-3222	223	8	on	on	ADP
sc-3222	223	9	proposed	propose	VERB
sc-3222	223	10	statistical	statistical	ADJ
sc-3222	223	11	flow	flow	NOUN
sc-3222	223	12	features	feature	NOUN
sc-3222	223	13	for	for	ADP
sc-3222	223	14	protecting	protect	VERB
sc-3222	223	15	network	network	NOUN
sc-3222	223	16	traffic	traffic	NOUN
sc-3222	223	17	of	of	ADP
sc-3222	223	18	internet	internet	NOUN
sc-3222	223	19	of	of	ADP
sc-3222	223	20	things	thing	NOUN
sc-3222	223	21	.	.	PUNCT
sc-3222	223	22	"	"	PUNCT
sc-3222	224	1	ieee	ieee	NOUN
sc-3222	224	2	internet	internet	NOUN
sc-3222	224	3	of	of	ADP
sc-3222	224	4	things	thing	NOUN
sc-3222	224	5	journal	journal	NOUN
sc-3222	224	6	(	(	PUNCT
sc-3222	224	7	2018	2018	NUM
sc-3222	224	8	)	)	PUNCT
sc-3222	224	9	.	.	PUNCT
sc-3222	225	1	[	[	X
sc-3222	225	2	45	45	NUM
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sc-3222	225	4	koroniotis	koroniotis	PROPN
sc-3222	225	5	,	,	PUNCT
sc-3222	225	6	nickolaos	nickolaos	PROPN
sc-3222	225	7	,	,	PUNCT
sc-3222	225	8	moustafa	moustafa	PROPN
sc-3222	225	9	,	,	PUNCT
sc-3222	225	10	nour	nour	PROPN
sc-3222	225	11	,	,	PUNCT
sc-3222	225	12	et	et	PROPN
sc-3222	225	13	al	al	PROPN
sc-3222	225	14	.	.	PUNCT
sc-3222	226	1	"	"	PUNCT
sc-3222	226	2	towards	towards	ADP
sc-3222	226	3	developing	develop	VERB
sc-3222	226	4	network	network	NOUN
sc-3222	226	5	forensic	forensic	ADJ
sc-3222	226	6	mechanism	mechanism	NOUN
sc-3222	226	7	for	for	ADP
sc-3222	226	8	botnet	botnet	NOUN
sc-3222	226	9	activities	activity	NOUN
sc-3222	226	10	in	in	ADP
sc-3222	226	11	the	the	DET
sc-3222	226	12	iot	iot	NOUN
sc-3222	226	13	based	base	VERB
sc-3222	226	14	on	on	ADP
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sc-3222	226	16	learning	learn	VERB
sc-3222	226	17	techniques	technique	NOUN
sc-3222	226	18	.	.	PUNCT
sc-3222	226	19	"	"	PUNCT
sc-3222	227	1	international	international	ADJ
sc-3222	227	2	conference	conference	NOUN
sc-3222	227	3	on	on	ADP
sc-3222	227	4	mobile	mobile	ADJ
sc-3222	227	5	networks	network	NOUN
sc-3222	227	6	and	and	CCONJ
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sc-3222	227	8	.	.	PUNCT
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sc-3222	228	2	,	,	PUNCT
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sc-3222	228	4	,	,	PUNCT
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sc-3222	228	6	.	.	PUNCT
sc-3222	229	1	eai	eai	PROPN
sc-3222	229	2	endorsed	endorse	VERB
sc-3222	229	3	transactions	transaction	NOUN
sc-3222	229	4	on	on	ADP
sc-3222	229	5	smart	smart	ADJ
sc-3222	229	6	cities	city	NOUN
sc-3222	229	7	|	|	ADV
sc-3222	229	8	volume	volume	VERB
sc-3222	229	9	7	7	NUM
sc-3222	229	10	|	|	NOUN
sc-3222	229	11	issue	issue	NOUN
sc-3222	229	12	2	2	NUM
sc-3222	229	13	|	|	NOUN
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sc-3222	229	18	https://www.tandfonline.com/doi/abs/10.1080/19393555.2015.1125974	https://www.tandfonline.com/doi/abs/10.1080/19393555.2015.1125974	X
sc-3222	229	19	https://www.tandfonline.com/doi/abs/10.1080/19393555.2015.1125974	https://www.tandfonline.com/doi/abs/10.1080/19393555.2015.1125974	X
sc-3222	229	20	https://www.tandfonline.com/doi/abs/10.1080/19393555.2015.1125974	https://www.tandfonline.com/doi/abs/10.1080/19393555.2015.1125974	X
sc-3222	229	21	https://ieeexplore.ieee.org/abstract/document/7948715	https://ieeexplore.ieee.org/abstract/document/7948715	NOUN
sc-3222	229	22	https://ieeexplore.ieee.org/abstract/document/7948715	https://ieeexplore.ieee.org/abstract/document/7948715	NOUN
sc-3222	229	23	https://ieeexplore.ieee.org/abstract/document/7948715	https://ieeexplore.ieee.org/abstract/document/7948715	NOUN
sc-3222	229	24	https://link.springer.com/chapter/10.1007/978-3-319-59439-2_5	https://link.springer.com/chapter/10.1007/978-3-319-59439-2_5	PROPN
sc-3222	229	25	https://link.springer.com/chapter/10.1007/978-3-319-59439-2_5	https://link.springer.com/chapter/10.1007/978-3-319-59439-2_5	PROPN
sc-3222	229	26	https://link.springer.com/chapter/10.1007/978-3-319-59439-2_5	https://link.springer.com/chapter/10.1007/978-3-319-59439-2_5	PROPN
sc-3222	229	27	https://arxiv.org/abs/2011.09144	https://arxiv.org/abs/2011.09144	ADV
sc-3222	229	28	https://arxiv.org/abs/2011.09144	https://arxiv.org/abs/2011.09144	ADJ
sc-3222	229	29	https://link.springer.com/chapter/10.1007/978-3-030-72802-1_9	https://link.springer.com/chapter/10.1007/978-3-030-72802-1_9	PROPN
sc-3222	229	30	https://link.springer.com/chapter/10.1007/978-3-030-72802-1_9	https://link.springer.com/chapter/10.1007/978-3-030-72802-1_9	PROPN
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sc-3222	229	34	https://link.springer.com/chapter/10.1007/978-3-030-72802-1_9	https://link.springer.com/chapter/10.1007/978-3-030-72802-1_9	PROPN
sc-3222	229	35	https://ieeexplore.ieee.org/abstract/document/8470090	https://ieeexplore.ieee.org/abstract/document/8470090	PROPN
sc-3222	229	36	https://ieeexplore.ieee.org/abstract/document/8470090	https://ieeexplore.ieee.org/abstract/document/8470090	PROPN
sc-3222	229	37	https://ieeexplore.ieee.org/abstract/document/8470090	https://ieeexplore.ieee.org/abstract/document/8470090	PROPN
sc-3222	229	38	https://books.google.com.au/books?hl=en&lr=&id=8k5adwaaqbaj&oi=fnd&pg=pa30&ots=3nr5weyk1p&sig=0x03dtpq7u72nf3ixswjmmdhd_0#v=onepage&q&f=false	https://books.google.com.au/books?hl=en&lr=&id=8k5adwaaqbaj&oi=fnd&pg=pa30&ots=3nr5weyk1p&sig=0x03dtpq7u72nf3ixswjmmdhd_0#v=onepage&q&f=false	PROPN
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