id	sid	tid	token	lemma	pos
cana-3471	1	1	communications	communication	NOUN
cana-3471	1	2	on	on	ADP
cana-3471	1	3	applied	apply	VERB
cana-3471	1	4	nonlinear	nonlinear	ADJ
cana-3471	1	5	analysis	analysis	NOUN
cana-3471	1	6	issn	issn	NOUN
cana-3471	1	7	:	:	PUNCT
cana-3471	1	8	1074	1074	NUM
cana-3471	1	9	-	-	PUNCT
cana-3471	1	10	133x	133x	NUM
cana-3471	1	11	vol	vol	NOUN
cana-3471	1	12	32	32	NUM
cana-3471	1	13	no	no	NOUN
cana-3471	1	14	.	.	PUNCT
cana-3471	2	1	7s	7	NOUN
cana-3471	2	2	(	(	PUNCT
cana-3471	2	3	2025	2025	NUM
cana-3471	2	4	)	)	PUNCT
cana-3471	2	5	640	640	NUM
cana-3471	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3471	2	7	a	a	DET
cana-3471	2	8	novel	novel	ADJ
cana-3471	2	9	intrusion	intrusion	NOUN
cana-3471	2	10	detection	detection	NOUN
cana-3471	2	11	system	system	NOUN
cana-3471	2	12	for	for	ADP
cana-3471	2	13	mitigating	mitigate	VERB
cana-3471	2	14	black	black	ADJ
cana-3471	2	15	hole	hole	NOUN
cana-3471	2	16	attacks	attack	NOUN
cana-3471	2	17	in	in	ADP
cana-3471	2	18	wireless	wireless	ADJ
cana-3471	2	19	networks	network	NOUN
cana-3471	2	20	dr	dr	PROPN
cana-3471	2	21	a.	a.	PROPN
cana-3471	2	22	manjula1	manjula1	PROPN
cana-3471	2	23	,	,	PUNCT
cana-3471	2	24	dr	dr	PROPN
cana-3471	2	25	k.	k.	PROPN
cana-3471	2	26	vaishali2	vaishali2	PROPN
cana-3471	2	27	,	,	PUNCT
cana-3471	2	28	swamy	swamy	ADJ
cana-3471	2	29	gachikanti3	gachikanti3	PROPN
cana-3471	2	30	1associate	1associate	NUM
cana-3471	2	31	professor	professor	NOUN
cana-3471	2	32	,	,	PUNCT
cana-3471	2	33	department	department	PROPN
cana-3471	2	34	of	of	ADP
cana-3471	2	35	cse	cse	PROPN
cana-3471	2	36	,	,	PUNCT
cana-3471	2	37	jyothishmathi	jyothishmathi	PROPN
cana-3471	2	38	institute	institute	PROPN
cana-3471	2	39	of	of	ADP
cana-3471	2	40	technology	technology	PROPN
cana-3471	2	41	and	and	CCONJ
cana-3471	2	42	science	science	NOUN
cana-3471	2	43	,	,	PUNCT
cana-3471	2	44	karimnagar	karimnagar	PROPN
cana-3471	2	45	,	,	PUNCT
cana-3471	2	46	telangana	telangana	PROPN
cana-3471	2	47	,	,	PUNCT
cana-3471	2	48	manjula3030@gmail.com	manjula3030@gmail.com	X
cana-3471	2	49	,	,	PUNCT
cana-3471	2	50	2professor	2professor	NUM
cana-3471	2	51	,	,	PUNCT
cana-3471	2	52	department	department	NOUN
cana-3471	2	53	of	of	ADP
cana-3471	2	54	cse	cse	PROPN
cana-3471	2	55	,	,	PUNCT
cana-3471	2	56	jyothishmathi	jyothishmathi	PROPN
cana-3471	2	57	institute	institute	PROPN
cana-3471	2	58	of	of	ADP
cana-3471	2	59	technology	technology	PROPN
cana-3471	2	60	and	and	CCONJ
cana-3471	2	61	science	science	NOUN
cana-3471	2	62	,	,	PUNCT
cana-3471	2	63	karimnagar	karimnagar	PROPN
cana-3471	2	64	,	,	PUNCT
cana-3471	2	65	telangana	telangana	PROPN
cana-3471	2	66	,	,	PUNCT
cana-3471	2	67	vaishali5599@gmail.com	vaishali5599@gmail.com	NUM
cana-3471	2	68	.	.	PUNCT
cana-3471	3	1	3associate	3associate	NUM
cana-3471	3	2	professor	professor	NOUN
cana-3471	3	3	,	,	PUNCT
cana-3471	3	4	department	department	PROPN
cana-3471	3	5	of	of	ADP
cana-3471	3	6	cse	cse	PROPN
cana-3471	3	7	,	,	PUNCT
cana-3471	3	8	vignana	vignana	PROPN
cana-3471	3	9	bharathi	bharathi	PROPN
cana-3471	3	10	institute	institute	PROPN
cana-3471	3	11	of	of	ADP
cana-3471	3	12	technology	technology	PROPN
cana-3471	3	13	,	,	PUNCT
cana-3471	3	14	hyderabad	hyderabad	PROPN
cana-3471	3	15	.	.	PUNCT
cana-3471	4	1	swamygachikanti@gmail.com	swamygachikanti@gmail.com	PROPN
cana-3471	4	2	,	,	PUNCT
cana-3471	4	3	0009	0009	NUM
cana-3471	4	4	-	-	SYM
cana-3471	4	5	0000	0000	NUM
cana-3471	4	6	-	-	PUNCT
cana-3471	4	7	3780	3780	NUM
cana-3471	4	8	-	-	PUNCT
cana-3471	4	9	7324(orcid	7324(orcid	NUM
cana-3471	4	10	)	)	PUNCT
cana-3471	4	11	article	article	NOUN
cana-3471	4	12	history	history	NOUN
cana-3471	4	13	:	:	PUNCT
cana-3471	4	14	received	receive	VERB
cana-3471	4	15	:	:	PUNCT
cana-3471	4	16	27	27	NUM
cana-3471	4	17	-	-	SYM
cana-3471	4	18	10	10	NUM
cana-3471	4	19	-	-	PUNCT
cana-3471	4	20	2024	2024	NUM
cana-3471	4	21	revised:11	revised:11	VERB
cana-3471	4	22	-	-	SYM
cana-3471	4	23	11	11	NUM
cana-3471	4	24	-	-	PUNCT
cana-3471	4	25	2024	2024	NUM
cana-3471	4	26	accepted:19	accepted:19	VERB
cana-3471	4	27	-	-	PUNCT
cana-3471	4	28	12	12	NUM
cana-3471	4	29	-	-	PUNCT
cana-3471	4	30	2024	2024	NUM
cana-3471	4	31	abstract	abstract	NOUN
cana-3471	4	32	:	:	PUNCT
cana-3471	4	33	this	this	DET
cana-3471	4	34	study	study	NOUN
cana-3471	4	35	introduces	introduce	VERB
cana-3471	4	36	an	an	DET
cana-3471	4	37	innovative	innovative	ADJ
cana-3471	4	38	intrusion	intrusion	NOUN
cana-3471	4	39	detection	detection	NOUN
cana-3471	4	40	system	system	NOUN
cana-3471	4	41	(	(	PUNCT
cana-3471	4	42	ids	id	NOUN
cana-3471	4	43	)	)	PUNCT
cana-3471	4	44	designed	design	VERB
cana-3471	4	45	to	to	PART
cana-3471	4	46	mitigate	mitigate	VERB
cana-3471	4	47	black	black	ADJ
cana-3471	4	48	hole	hole	NOUN
cana-3471	4	49	attacks	attack	NOUN
cana-3471	4	50	in	in	ADP
cana-3471	4	51	wireless	wireless	ADJ
cana-3471	4	52	networks	network	NOUN
cana-3471	4	53	,	,	PUNCT
cana-3471	4	54	particularly	particularly	ADV
cana-3471	4	55	in	in	ADP
cana-3471	4	56	the	the	DET
cana-3471	4	57	context	context	NOUN
cana-3471	4	58	of	of	ADP
cana-3471	4	59	the	the	DET
cana-3471	4	60	ns2	ns2	PROPN
cana-3471	4	61	simulation	simulation	NOUN
cana-3471	4	62	platform	platform	NOUN
cana-3471	4	63	.	.	PUNCT
cana-3471	5	1	black	black	ADJ
cana-3471	5	2	hole	hole	NOUN
cana-3471	5	3	attacks	attack	NOUN
cana-3471	5	4	,	,	PUNCT
cana-3471	5	5	wherein	wherein	SCONJ
cana-3471	5	6	malicious	malicious	ADJ
cana-3471	5	7	nodes	node	NOUN
cana-3471	5	8	deliberately	deliberately	ADV
cana-3471	5	9	drop	drop	VERB
cana-3471	5	10	or	or	CCONJ
cana-3471	5	11	misroute	misroute	ADJ
cana-3471	5	12	data	datum	NOUN
cana-3471	5	13	packets	packet	NOUN
cana-3471	5	14	,	,	PUNCT
cana-3471	5	15	severely	severely	ADV
cana-3471	5	16	disrupt	disrupt	VERB
cana-3471	5	17	network	network	NOUN
cana-3471	5	18	reliability	reliability	NOUN
cana-3471	5	19	and	and	CCONJ
cana-3471	5	20	connectivity	connectivity	NOUN
cana-3471	5	21	.	.	PUNCT
cana-3471	6	1	traditional	traditional	ADJ
cana-3471	6	2	security	security	NOUN
cana-3471	6	3	measures	measure	NOUN
cana-3471	6	4	,	,	PUNCT
cana-3471	6	5	including	include	VERB
cana-3471	6	6	encryption	encryption	NOUN
cana-3471	6	7	and	and	CCONJ
cana-3471	6	8	authentication	authentication	NOUN
cana-3471	6	9	,	,	PUNCT
cana-3471	6	10	are	be	AUX
cana-3471	6	11	insufficient	insufficient	ADJ
cana-3471	6	12	against	against	ADP
cana-3471	6	13	such	such	ADJ
cana-3471	6	14	threats	threat	NOUN
cana-3471	6	15	.	.	PUNCT
cana-3471	7	1	the	the	DET
cana-3471	7	2	proposed	propose	VERB
cana-3471	7	3	ids	ids	NOUN
cana-3471	7	4	integrates	integrate	VERB
cana-3471	7	5	anomaly	anomaly	NOUN
cana-3471	7	6	detection	detection	NOUN
cana-3471	7	7	with	with	ADP
cana-3471	7	8	signature	signature	NOUN
cana-3471	7	9	-	-	PUNCT
cana-3471	7	10	based	base	VERB
cana-3471	7	11	techniques	technique	NOUN
cana-3471	7	12	,	,	PUNCT
cana-3471	7	13	enabling	enable	VERB
cana-3471	7	14	the	the	DET
cana-3471	7	15	identification	identification	NOUN
cana-3471	7	16	of	of	ADP
cana-3471	7	17	both	both	CCONJ
cana-3471	7	18	known	know	VERB
cana-3471	7	19	and	and	CCONJ
cana-3471	7	20	novel	novel	ADJ
cana-3471	7	21	black	black	ADJ
cana-3471	7	22	hole	hole	NOUN
cana-3471	7	23	attack	attack	NOUN
cana-3471	7	24	patterns	pattern	NOUN
cana-3471	7	25	.	.	PUNCT
cana-3471	8	1	the	the	DET
cana-3471	8	2	system	system	NOUN
cana-3471	8	3	employs	employ	VERB
cana-3471	8	4	adaptive	adaptive	ADJ
cana-3471	8	5	learning	learning	NOUN
cana-3471	8	6	,	,	PUNCT
cana-3471	8	7	allowing	allow	VERB
cana-3471	8	8	continuous	continuous	ADJ
cana-3471	8	9	enhancement	enhancement	NOUN
cana-3471	8	10	of	of	ADP
cana-3471	8	11	detection	detection	NOUN
cana-3471	8	12	accuracy	accuracy	NOUN
cana-3471	8	13	by	by	ADP
cana-3471	8	14	analysing	analyse	VERB
cana-3471	8	15	past	past	ADJ
cana-3471	8	16	network	network	NOUN
cana-3471	8	17	behaviours	behaviour	NOUN
cana-3471	8	18	and	and	CCONJ
cana-3471	8	19	evolving	evolve	VERB
cana-3471	8	20	threats	threat	NOUN
cana-3471	8	21	.	.	PUNCT
cana-3471	9	1	extensive	extensive	ADJ
cana-3471	9	2	simulations	simulation	NOUN
cana-3471	9	3	using	use	VERB
cana-3471	9	4	the	the	DET
cana-3471	9	5	aodv	aodv	NOUN
cana-3471	9	6	routing	routing	NOUN
cana-3471	9	7	protocol	protocol	NOUN
cana-3471	9	8	on	on	ADP
cana-3471	9	9	the	the	DET
cana-3471	9	10	ns2	ns2	NOUN
cana-3471	9	11	platform	platform	NOUN
cana-3471	9	12	validate	validate	VERB
cana-3471	9	13	the	the	DET
cana-3471	9	14	system	system	NOUN
cana-3471	9	15	's	's	PART
cana-3471	9	16	efficiency	efficiency	NOUN
cana-3471	9	17	in	in	ADP
cana-3471	9	18	maintaining	maintain	VERB
cana-3471	9	19	network	network	NOUN
cana-3471	9	20	integrity	integrity	NOUN
cana-3471	9	21	and	and	CCONJ
cana-3471	9	22	performance	performance	NOUN
cana-3471	9	23	.	.	PUNCT
cana-3471	10	1	this	this	DET
cana-3471	10	2	ids	id	NOUN
cana-3471	10	3	provides	provide	VERB
cana-3471	10	4	a	a	DET
cana-3471	10	5	robust	robust	ADJ
cana-3471	10	6	défense	défense	NOUN
cana-3471	10	7	mechanism	mechanism	NOUN
cana-3471	10	8	for	for	ADP
cana-3471	10	9	wireless	wireless	ADJ
cana-3471	10	10	networks	network	NOUN
cana-3471	10	11	,	,	PUNCT
cana-3471	10	12	ensuring	ensure	VERB
cana-3471	10	13	secure	secure	ADJ
cana-3471	10	14	and	and	CCONJ
cana-3471	10	15	reliable	reliable	ADJ
cana-3471	10	16	communication	communication	NOUN
cana-3471	10	17	,	,	PUNCT
cana-3471	10	18	particularly	particularly	ADV
cana-3471	10	19	for	for	ADP
cana-3471	10	20	critical	critical	ADJ
cana-3471	10	21	applications	application	NOUN
cana-3471	10	22	in	in	ADP
cana-3471	10	23	iot	iot	ADJ
cana-3471	10	24	,	,	PUNCT
cana-3471	10	25	smart	smart	ADJ
cana-3471	10	26	city	city	NOUN
cana-3471	10	27	infrastructure	infrastructure	NOUN
cana-3471	10	28	,	,	PUNCT
cana-3471	10	29	and	and	CCONJ
cana-3471	10	30	military	military	ADJ
cana-3471	10	31	domains	domain	NOUN
cana-3471	10	32	.	.	PUNCT
cana-3471	11	1	keywords	keyword	NOUN
cana-3471	11	2	:	:	PUNCT
cana-3471	11	3	manet	manet	NOUN
cana-3471	11	4	,	,	PUNCT
cana-3471	11	5	aodv	aodv	NOUN
cana-3471	11	6	,	,	PUNCT
cana-3471	11	7	ids	id	NOUN
cana-3471	11	8	,	,	PUNCT
cana-3471	11	9	ns2	ns2	NOUN
cana-3471	11	10	,	,	PUNCT
cana-3471	11	11	black	black	ADJ
cana-3471	11	12	hole	hole	NOUN
cana-3471	11	13	attack	attack	NOUN
cana-3471	11	14	,	,	PUNCT
cana-3471	11	15	anomaly	anomaly	NOUN
cana-3471	11	16	detection	detection	NOUN
cana-3471	11	17	,	,	PUNCT
cana-3471	11	18	adaptive	adaptive	ADJ
cana-3471	11	19	learning	learning	NOUN
cana-3471	11	20	.	.	PUNCT
cana-3471	12	1	1	1	X
cana-3471	12	2	.	.	X
cana-3471	12	3	introduction	introduction	NOUN
cana-3471	12	4	wireless	wireless	NOUN
cana-3471	12	5	ad	ad	X
cana-3471	12	6	hoc	hoc	X
cana-3471	12	7	and	and	CCONJ
cana-3471	12	8	sensor	sensor	NOUN
cana-3471	12	9	networks	network	NOUN
cana-3471	12	10	have	have	AUX
cana-3471	12	11	emerged	emerge	VERB
cana-3471	12	12	as	as	ADP
cana-3471	12	13	critical	critical	ADJ
cana-3471	12	14	components	component	NOUN
cana-3471	12	15	in	in	ADP
cana-3471	12	16	a	a	DET
cana-3471	12	17	wide	wide	ADJ
cana-3471	12	18	range	range	NOUN
cana-3471	12	19	of	of	ADP
cana-3471	12	20	applications	application	NOUN
cana-3471	12	21	,	,	PUNCT
cana-3471	12	22	including	include	VERB
cana-3471	12	23	military	military	ADJ
cana-3471	12	24	operations	operation	NOUN
cana-3471	12	25	,	,	PUNCT
cana-3471	12	26	internet	internet	NOUN
cana-3471	12	27	of	of	ADP
cana-3471	12	28	things	thing	NOUN
cana-3471	12	29	(	(	PUNCT
cana-3471	12	30	iot	iot	NOUN
cana-3471	12	31	)	)	PUNCT
cana-3471	12	32	ecosystems	ecosystem	NOUN
cana-3471	12	33	,	,	PUNCT
cana-3471	12	34	and	and	CCONJ
cana-3471	12	35	smart	smart	ADJ
cana-3471	12	36	city	city	NOUN
cana-3471	12	37	infrastructure	infrastructure	NOUN
cana-3471	12	38	.	.	PUNCT
cana-3471	13	1	these	these	DET
cana-3471	13	2	networks	network	NOUN
cana-3471	13	3	,	,	PUNCT
cana-3471	13	4	characterized	characterize	VERB
cana-3471	13	5	by	by	ADP
cana-3471	13	6	decentralized	decentralized	ADJ
cana-3471	13	7	protocols	protocol	NOUN
cana-3471	13	8	and	and	CCONJ
cana-3471	13	9	dynamic	dynamic	ADJ
cana-3471	13	10	topologies	topology	NOUN
cana-3471	13	11	,	,	PUNCT
cana-3471	13	12	provide	provide	VERB
cana-3471	13	13	flexible	flexible	ADJ
cana-3471	13	14	communication	communication	NOUN
cana-3471	13	15	solutions	solution	NOUN
cana-3471	13	16	without	without	ADP
cana-3471	13	17	the	the	DET
cana-3471	13	18	need	need	NOUN
cana-3471	13	19	for	for	ADP
cana-3471	13	20	fixed	fix	VERB
cana-3471	13	21	infrastructure	infrastructure	NOUN
cana-3471	13	22	.	.	PUNCT
cana-3471	14	1	however	however	ADV
cana-3471	14	2	,	,	PUNCT
cana-3471	14	3	their	their	PRON
cana-3471	14	4	inherent	inherent	ADJ
cana-3471	14	5	characteristics	characteristic	NOUN
cana-3471	14	6	also	also	ADV
cana-3471	14	7	render	render	VERB
cana-3471	14	8	them	they	PRON
cana-3471	14	9	vulnerable	vulnerable	ADJ
cana-3471	14	10	to	to	ADP
cana-3471	14	11	various	various	ADJ
cana-3471	14	12	security	security	NOUN
cana-3471	14	13	threats	threat	NOUN
cana-3471	14	14	,	,	PUNCT
cana-3471	14	15	particularly	particularly	ADV
cana-3471	14	16	black	black	ADJ
cana-3471	14	17	hole	hole	NOUN
cana-3471	14	18	attacks	attack	NOUN
cana-3471	14	19	.	.	PUNCT
cana-3471	15	1	figure	figure	VERB
cana-3471	15	2	1	1	NUM
cana-3471	15	3	:	:	PUNCT
cana-3471	15	4	black	black	ADJ
cana-3471	15	5	hole	hole	NOUN
cana-3471	15	6	attack	attack	NOUN
cana-3471	15	7	communications	communication	NOUN
cana-3471	15	8	on	on	ADP
cana-3471	15	9	applied	apply	VERB
cana-3471	15	10	nonlinear	nonlinear	ADJ
cana-3471	15	11	analysis	analysis	NOUN
cana-3471	15	12	issn	issn	NOUN
cana-3471	15	13	:	:	PUNCT
cana-3471	15	14	1074	1074	NUM
cana-3471	15	15	-	-	PUNCT
cana-3471	15	16	133x	133x	NUM
cana-3471	15	17	vol	vol	NOUN
cana-3471	15	18	32	32	NUM
cana-3471	15	19	no	no	NOUN
cana-3471	15	20	.	.	PUNCT
cana-3471	16	1	7s	7	NOUN
cana-3471	16	2	(	(	PUNCT
cana-3471	16	3	2025	2025	NUM
cana-3471	16	4	)	)	PUNCT
cana-3471	16	5	641	641	NUM
cana-3471	16	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3471	16	7	the	the	DET
cana-3471	16	8	figure	figure	NOUN
cana-3471	16	9	1	1	NUM
cana-3471	16	10	shows	show	VERB
cana-3471	16	11	the	the	DET
cana-3471	16	12	black	black	ADJ
cana-3471	16	13	hole	hole	NOUN
cana-3471	16	14	attacks	attack	NOUN
cana-3471	16	15	disrupt	disrupt	VERB
cana-3471	16	16	network	network	NOUN
cana-3471	16	17	communication	communication	NOUN
cana-3471	16	18	by	by	ADP
cana-3471	16	19	leveraging	leverage	VERB
cana-3471	16	20	malicious	malicious	ADJ
cana-3471	16	21	nodes	node	NOUN
cana-3471	16	22	that	that	PRON
cana-3471	16	23	intercept	intercept	VERB
cana-3471	16	24	and	and	CCONJ
cana-3471	16	25	drop	drop	VERB
cana-3471	16	26	data	data	NOUN
cana-3471	16	27	packets	packet	NOUN
cana-3471	16	28	or	or	CCONJ
cana-3471	16	29	reroute	reroute	VERB
cana-3471	16	30	them	they	PRON
cana-3471	16	31	to	to	ADP
cana-3471	16	32	unintended	unintended	ADJ
cana-3471	16	33	destinations	destination	NOUN
cana-3471	16	34	.	.	PUNCT
cana-3471	17	1	such	such	ADJ
cana-3471	17	2	attacks	attack	NOUN
cana-3471	17	3	not	not	PART
cana-3471	17	4	only	only	ADV
cana-3471	17	5	compromise	compromise	VERB
cana-3471	17	6	data	datum	NOUN
cana-3471	17	7	integrity	integrity	NOUN
cana-3471	17	8	but	but	CCONJ
cana-3471	17	9	also	also	ADV
cana-3471	17	10	disrupt	disrupt	VERB
cana-3471	17	11	vital	vital	ADJ
cana-3471	17	12	services	service	NOUN
cana-3471	17	13	,	,	PUNCT
cana-3471	17	14	posing	pose	VERB
cana-3471	17	15	significant	significant	ADJ
cana-3471	17	16	risks	risk	NOUN
cana-3471	17	17	in	in	ADP
cana-3471	17	18	securitycritical	securitycritical	ADJ
cana-3471	17	19	environments	environment	NOUN
cana-3471	17	20	.	.	PUNCT
cana-3471	18	1	conventional	conventional	ADJ
cana-3471	18	2	security	security	NOUN
cana-3471	18	3	measures	measure	NOUN
cana-3471	18	4	such	such	ADJ
cana-3471	18	5	as	as	ADP
cana-3471	18	6	encryption	encryption	NOUN
cana-3471	18	7	and	and	CCONJ
cana-3471	18	8	authentication	authentication	NOUN
cana-3471	18	9	fail	fail	VERB
cana-3471	18	10	to	to	PART
cana-3471	18	11	address	address	VERB
cana-3471	18	12	the	the	DET
cana-3471	18	13	dynamic	dynamic	ADJ
cana-3471	18	14	and	and	CCONJ
cana-3471	18	15	deceptive	deceptive	ADJ
cana-3471	18	16	nature	nature	NOUN
cana-3471	18	17	of	of	ADP
cana-3471	18	18	these	these	DET
cana-3471	18	19	attacks	attack	NOUN
cana-3471	18	20	,	,	PUNCT
cana-3471	18	21	necessitating	necessitate	VERB
cana-3471	18	22	the	the	DET
cana-3471	18	23	development	development	NOUN
cana-3471	18	24	of	of	ADP
cana-3471	18	25	specialized	specialized	ADJ
cana-3471	18	26	intrusion	intrusion	NOUN
cana-3471	18	27	detection	detection	NOUN
cana-3471	18	28	systems	system	NOUN
cana-3471	18	29	(	(	PUNCT
cana-3471	18	30	ids	id	NOUN
cana-3471	18	31	)	)	PUNCT
cana-3471	18	32	.	.	PUNCT
cana-3471	19	1	this	this	DET
cana-3471	19	2	research	research	NOUN
cana-3471	19	3	aims	aim	VERB
cana-3471	19	4	to	to	PART
cana-3471	19	5	design	design	VERB
cana-3471	19	6	an	an	DET
cana-3471	19	7	ids	id	NOUN
cana-3471	19	8	tailored	tailor	VERB
cana-3471	19	9	to	to	PART
cana-3471	19	10	detect	detect	VERB
cana-3471	19	11	and	and	CCONJ
cana-3471	19	12	mitigate	mitigate	VERB
cana-3471	19	13	black	black	ADJ
cana-3471	19	14	hole	hole	NOUN
cana-3471	19	15	attacks	attack	NOUN
cana-3471	19	16	within	within	ADP
cana-3471	19	17	mobile	mobile	ADJ
cana-3471	19	18	ad	ad	X
cana-3471	19	19	hoc	hoc	X
cana-3471	19	20	networks	network	NOUN
cana-3471	19	21	(	(	PUNCT
cana-3471	19	22	manets	manet	NOUN
cana-3471	19	23	)	)	PUNCT
cana-3471	19	24	.	.	PUNCT
cana-3471	20	1	by	by	ADP
cana-3471	20	2	leveraging	leverage	VERB
cana-3471	20	3	the	the	DET
cana-3471	20	4	ns2	ns2	PROPN
cana-3471	20	5	simulation	simulation	NOUN
cana-3471	20	6	platform	platform	NOUN
cana-3471	20	7	,	,	PUNCT
cana-3471	20	8	a	a	DET
cana-3471	20	9	realistic	realistic	ADJ
cana-3471	20	10	modeling	modeling	NOUN
cana-3471	20	11	environment	environment	NOUN
cana-3471	20	12	for	for	ADP
cana-3471	20	13	wireless	wireless	ADJ
cana-3471	20	14	networks	network	NOUN
cana-3471	20	15	,	,	PUNCT
cana-3471	20	16	the	the	DET
cana-3471	20	17	proposed	propose	VERB
cana-3471	20	18	system	system	NOUN
cana-3471	20	19	employs	employ	VERB
cana-3471	20	20	a	a	DET
cana-3471	20	21	hybrid	hybrid	ADJ
cana-3471	20	22	approach	approach	NOUN
cana-3471	20	23	that	that	PRON
cana-3471	20	24	combines	combine	VERB
cana-3471	20	25	anomaly	anomaly	NOUN
cana-3471	20	26	detection	detection	NOUN
cana-3471	20	27	and	and	CCONJ
cana-3471	20	28	signature	signature	NOUN
cana-3471	20	29	-	-	PUNCT
cana-3471	20	30	based	base	VERB
cana-3471	20	31	techniques	technique	NOUN
cana-3471	20	32	.	.	PUNCT
cana-3471	21	1	unlike	unlike	ADP
cana-3471	21	2	traditional	traditional	ADJ
cana-3471	21	3	ids	id	NOUN
cana-3471	21	4	solutions	solution	NOUN
cana-3471	21	5	that	that	PRON
cana-3471	21	6	rely	rely	VERB
cana-3471	21	7	on	on	ADP
cana-3471	21	8	static	static	ADJ
cana-3471	21	9	rules	rule	NOUN
cana-3471	21	10	or	or	CCONJ
cana-3471	21	11	predefined	predefine	VERB
cana-3471	21	12	signatures	signature	NOUN
cana-3471	21	13	,	,	PUNCT
cana-3471	21	14	this	this	DET
cana-3471	21	15	system	system	NOUN
cana-3471	21	16	dynamically	dynamically	ADV
cana-3471	21	17	monitors	monitor	VERB
cana-3471	21	18	traffic	traffic	NOUN
cana-3471	21	19	patterns	pattern	NOUN
cana-3471	21	20	and	and	CCONJ
cana-3471	21	21	identifies	identify	VERB
cana-3471	21	22	anomalies	anomaly	NOUN
cana-3471	21	23	indicative	indicative	ADJ
cana-3471	21	24	of	of	ADP
cana-3471	21	25	malicious	malicious	ADJ
cana-3471	21	26	activity	activity	NOUN
cana-3471	21	27	.	.	PUNCT
cana-3471	22	1	the	the	DET
cana-3471	22	2	study	study	NOUN
cana-3471	22	3	emphasizes	emphasize	VERB
cana-3471	22	4	adaptability	adaptability	NOUN
cana-3471	22	5	,	,	PUNCT
cana-3471	22	6	enabling	enable	VERB
cana-3471	22	7	the	the	DET
cana-3471	22	8	ids	id	NOUN
cana-3471	22	9	to	to	PART
cana-3471	22	10	evolve	evolve	VERB
cana-3471	22	11	with	with	ADP
cana-3471	22	12	emerging	emerge	VERB
cana-3471	22	13	attack	attack	NOUN
cana-3471	22	14	patterns	pattern	NOUN
cana-3471	22	15	and	and	CCONJ
cana-3471	22	16	counter	counter	ADJ
cana-3471	22	17	sophisticated	sophisticated	ADJ
cana-3471	22	18	evasion	evasion	NOUN
cana-3471	22	19	techniques	technique	NOUN
cana-3471	22	20	.	.	PUNCT
cana-3471	23	1	this	this	DET
cana-3471	23	2	approach	approach	NOUN
cana-3471	23	3	ensures	ensure	VERB
cana-3471	23	4	continuous	continuous	ADJ
cana-3471	23	5	network	network	NOUN
cana-3471	23	6	reliability	reliability	NOUN
cana-3471	23	7	and	and	CCONJ
cana-3471	23	8	security	security	NOUN
cana-3471	23	9	in	in	ADP
cana-3471	23	10	diverse	diverse	ADJ
cana-3471	23	11	scenarios	scenario	NOUN
cana-3471	23	12	,	,	PUNCT
cana-3471	23	13	from	from	ADP
cana-3471	23	14	iot	iot	ADJ
cana-3471	23	15	deployments	deployment	NOUN
cana-3471	23	16	to	to	ADP
cana-3471	23	17	mission	mission	NOUN
cana-3471	23	18	-	-	PUNCT
cana-3471	23	19	critical	critical	ADJ
cana-3471	23	20	operations	operation	NOUN
cana-3471	23	21	.	.	PUNCT
cana-3471	24	1	by	by	ADP
cana-3471	24	2	focusing	focus	VERB
cana-3471	24	3	on	on	ADP
cana-3471	24	4	behavioral	behavioral	ADJ
cana-3471	24	5	analysis	analysis	NOUN
cana-3471	24	6	and	and	CCONJ
cana-3471	24	7	proactive	proactive	ADJ
cana-3471	24	8	threat	threat	NOUN
cana-3471	24	9	response	response	NOUN
cana-3471	24	10	,	,	PUNCT
cana-3471	24	11	the	the	DET
cana-3471	24	12	proposed	propose	VERB
cana-3471	24	13	ids	id	NOUN
cana-3471	24	14	aims	aim	VERB
cana-3471	24	15	to	to	PART
cana-3471	24	16	fortify	fortify	VERB
cana-3471	24	17	wireless	wireless	ADJ
cana-3471	24	18	networks	network	NOUN
cana-3471	24	19	against	against	ADP
cana-3471	24	20	the	the	DET
cana-3471	24	21	growing	grow	VERB
cana-3471	24	22	prevalence	prevalence	NOUN
cana-3471	24	23	of	of	ADP
cana-3471	24	24	black	black	ADJ
cana-3471	24	25	hole	hole	NOUN
cana-3471	24	26	attacks	attack	NOUN
cana-3471	24	27	.	.	PUNCT
cana-3471	25	1	our	our	PRON
cana-3471	25	2	goal	goal	NOUN
cana-3471	25	3	is	be	AUX
cana-3471	25	4	to	to	PART
cana-3471	25	5	improve	improve	VERB
cana-3471	25	6	wireless	wireless	ADJ
cana-3471	25	7	communication	communication	NOUN
cana-3471	25	8	networks	network	NOUN
cana-3471	25	9	'	'	PART
cana-3471	25	10	reliability	reliability	NOUN
cana-3471	25	11	and	and	CCONJ
cana-3471	25	12	safety	safety	NOUN
cana-3471	25	13	by	by	ADP
cana-3471	25	14	creating	create	VERB
cana-3471	25	15	a	a	DET
cana-3471	25	16	new	new	ADJ
cana-3471	25	17	intrusion	intrusion	NOUN
cana-3471	25	18	detection	detection	NOUN
cana-3471	25	19	system	system	NOUN
cana-3471	25	20	(	(	PUNCT
cana-3471	25	21	ids	id	NOUN
cana-3471	25	22	)	)	PUNCT
cana-3471	25	23	in	in	ADP
cana-3471	25	24	the	the	DET
cana-3471	25	25	ns2	ns2	NOUN
cana-3471	25	26	simulator	simulator	NOUN
cana-3471	25	27	environment	environment	NOUN
cana-3471	25	28	.	.	PUNCT
cana-3471	26	1	we	we	PRON
cana-3471	26	2	will	will	AUX
cana-3471	26	3	keep	keep	VERB
cana-3471	26	4	an	an	DET
cana-3471	26	5	eye	eye	NOUN
cana-3471	26	6	on	on	ADP
cana-3471	26	7	network	network	NOUN
cana-3471	26	8	traffic	traffic	NOUN
cana-3471	26	9	,	,	PUNCT
cana-3471	26	10	look	look	VERB
cana-3471	26	11	for	for	ADP
cana-3471	26	12	trends	trend	NOUN
cana-3471	26	13	,	,	PUNCT
cana-3471	26	14	and	and	CCONJ
cana-3471	26	15	react	react	VERB
cana-3471	26	16	quickly	quickly	ADV
cana-3471	26	17	to	to	PART
cana-3471	26	18	reduce	reduce	VERB
cana-3471	26	19	the	the	DET
cana-3471	26	20	threat	threat	NOUN
cana-3471	26	21	of	of	ADP
cana-3471	26	22	black	black	ADJ
cana-3471	26	23	hole	hole	NOUN
cana-3471	26	24	attacks	attack	NOUN
cana-3471	26	25	.	.	PUNCT
cana-3471	27	1	in	in	ADP
cana-3471	27	2	order	order	NOUN
cana-3471	27	3	to	to	PART
cana-3471	27	4	protect	protect	VERB
cana-3471	27	5	the	the	DET
cana-3471	27	6	integrity	integrity	NOUN
cana-3471	27	7	of	of	ADP
cana-3471	27	8	data	data	NOUN
cana-3471	27	9	transmission	transmission	NOUN
cana-3471	27	10	and	and	CCONJ
cana-3471	27	11	uphold	uphold	VERB
cana-3471	27	12	the	the	DET
cana-3471	27	13	dependability	dependability	NOUN
cana-3471	27	14	of	of	ADP
cana-3471	27	15	wireless	wireless	ADJ
cana-3471	27	16	networks	network	NOUN
cana-3471	27	17	,	,	PUNCT
cana-3471	27	18	our	our	PRON
cana-3471	27	19	ids	id	NOUN
cana-3471	27	20	will	will	AUX
cana-3471	27	21	develop	develop	VERB
cana-3471	27	22	and	and	CCONJ
cana-3471	27	23	adapt	adapt	VERB
cana-3471	27	24	to	to	ADP
cana-3471	27	25	new	new	ADJ
cana-3471	27	26	threats	threat	NOUN
cana-3471	27	27	.	.	PUNCT
cana-3471	28	1	improving	improve	VERB
cana-3471	28	2	the	the	DET
cana-3471	28	3	security	security	NOUN
cana-3471	28	4	and	and	CCONJ
cana-3471	28	5	dependability	dependability	NOUN
cana-3471	28	6	of	of	ADP
cana-3471	28	7	wireless	wireless	ADJ
cana-3471	28	8	communication	communication	NOUN
cana-3471	28	9	networks	network	NOUN
cana-3471	28	10	is	be	AUX
cana-3471	28	11	a	a	DET
cana-3471	28	12	major	major	ADJ
cana-3471	28	13	goal	goal	NOUN
cana-3471	28	14	of	of	ADP
cana-3471	28	15	this	this	DET
cana-3471	28	16	research	research	NOUN
cana-3471	28	17	.	.	PUNCT
cana-3471	29	1	our	our	PRON
cana-3471	29	2	ids	id	NOUN
cana-3471	29	3	will	will	AUX
cana-3471	29	4	support	support	VERB
cana-3471	29	5	ongoing	ongoing	ADJ
cana-3471	29	6	wireless	wireless	ADJ
cana-3471	29	7	technology	technology	NOUN
cana-3471	29	8	research	research	NOUN
cana-3471	29	9	and	and	CCONJ
cana-3471	29	10	implementation	implementation	NOUN
cana-3471	29	11	across	across	ADP
cana-3471	29	12	multiple	multiple	ADJ
cana-3471	29	13	industries	industry	NOUN
cana-3471	29	14	by	by	ADP
cana-3471	29	15	mitigating	mitigate	VERB
cana-3471	29	16	the	the	DET
cana-3471	29	17	vulnerabilities	vulnerability	NOUN
cana-3471	29	18	presented	present	VERB
cana-3471	29	19	by	by	ADP
cana-3471	29	20	black	black	ADJ
cana-3471	29	21	hole	hole	NOUN
cana-3471	29	22	attacks	attack	NOUN
cana-3471	29	23	,	,	PUNCT
cana-3471	29	24	hence	hence	ADV
cana-3471	29	25	promoting	promote	VERB
cana-3471	29	26	innovation	innovation	NOUN
cana-3471	29	27	and	and	CCONJ
cana-3471	29	28	advancement	advancement	NOUN
cana-3471	29	29	in	in	ADP
cana-3471	29	30	the	the	DET
cana-3471	29	31	digital	digital	ADJ
cana-3471	29	32	landscape	landscape	NOUN
cana-3471	29	33	.	.	PUNCT
cana-3471	30	1	2	2	X
cana-3471	30	2	.	.	NUM
cana-3471	30	3	related	relate	VERB
cana-3471	30	4	works	work	NOUN
cana-3471	30	5	black	black	ADJ
cana-3471	30	6	hole	hole	NOUN
cana-3471	30	7	attacks	attack	NOUN
cana-3471	30	8	pose	pose	VERB
cana-3471	30	9	significant	significant	ADJ
cana-3471	30	10	risks	risk	NOUN
cana-3471	30	11	to	to	ADP
cana-3471	30	12	the	the	DET
cana-3471	30	13	integrity	integrity	NOUN
cana-3471	30	14	and	and	CCONJ
cana-3471	30	15	reliability	reliability	NOUN
cana-3471	30	16	of	of	ADP
cana-3471	30	17	wireless	wireless	ADJ
cana-3471	30	18	ad	ad	X
cana-3471	30	19	hoc	hoc	X
cana-3471	30	20	and	and	CCONJ
cana-3471	30	21	sensor	sensor	NOUN
cana-3471	30	22	networks	network	NOUN
cana-3471	30	23	.	.	PUNCT
cana-3471	31	1	numerous	numerous	ADJ
cana-3471	31	2	studies	study	NOUN
cana-3471	31	3	have	have	AUX
cana-3471	31	4	explored	explore	VERB
cana-3471	31	5	various	various	ADJ
cana-3471	31	6	methodologies	methodology	NOUN
cana-3471	31	7	for	for	ADP
cana-3471	31	8	detecting	detect	VERB
cana-3471	31	9	and	and	CCONJ
cana-3471	31	10	mitigating	mitigate	VERB
cana-3471	31	11	such	such	ADJ
cana-3471	31	12	attacks	attack	NOUN
cana-3471	31	13	,	,	PUNCT
cana-3471	31	14	emphasizing	emphasize	VERB
cana-3471	31	15	the	the	DET
cana-3471	31	16	importance	importance	NOUN
cana-3471	31	17	of	of	ADP
cana-3471	31	18	securing	secure	VERB
cana-3471	31	19	routing	route	VERB
cana-3471	31	20	protocols	protocol	NOUN
cana-3471	31	21	in	in	ADP
cana-3471	31	22	mobile	mobile	ADJ
cana-3471	31	23	ad	ad	X
cana-3471	31	24	hoc	hoc	X
cana-3471	31	25	networks	network	NOUN
cana-3471	31	26	(	(	PUNCT
cana-3471	31	27	manets	manet	NOUN
cana-3471	31	28	)	)	PUNCT
cana-3471	31	29	.	.	PUNCT
cana-3471	32	1	umang	umang	PROPN
cana-3471	32	2	et	et	PROPN
cana-3471	32	3	al	al	PROPN
cana-3471	32	4	.	.	PROPN
cana-3471	33	1	(	(	PUNCT
cana-3471	33	2	2010	2010	NUM
cana-3471	33	3	)	)	PUNCT
cana-3471	34	1	[	[	X
cana-3471	34	2	1	1	X
cana-3471	34	3	]	]	PUNCT
cana-3471	34	4	introduced	introduce	VERB
cana-3471	34	5	an	an	DET
cana-3471	34	6	energy	energy	NOUN
cana-3471	34	7	-	-	PUNCT
cana-3471	34	8	efficient	efficient	ADJ
cana-3471	34	9	enhanced	enhance	VERB
cana-3471	34	10	intrusion	intrusion	NOUN
cana-3471	34	11	detection	detection	NOUN
cana-3471	34	12	system	system	NOUN
cana-3471	34	13	(	(	PUNCT
cana-3471	34	14	ids	id	NOUN
cana-3471	34	15	)	)	PUNCT
cana-3471	34	16	that	that	SCONJ
cana-3471	34	17	detects	detect	NOUN
cana-3471	34	18	and	and	CCONJ
cana-3471	34	19	isolates	isolate	VERB
cana-3471	34	20	malicious	malicious	ADJ
cana-3471	34	21	nodes	node	NOUN
cana-3471	34	22	in	in	ADP
cana-3471	34	23	ad	ad	X
cana-3471	34	24	hoc	hoc	X
cana-3471	34	25	networks	network	NOUN
cana-3471	34	26	.	.	PUNCT
cana-3471	35	1	this	this	DET
cana-3471	35	2	approach	approach	NOUN
cana-3471	35	3	ensures	ensure	VERB
cana-3471	35	4	the	the	DET
cana-3471	35	5	reliability	reliability	NOUN
cana-3471	35	6	of	of	ADP
cana-3471	35	7	communication	communication	NOUN
cana-3471	35	8	channels	channel	NOUN
cana-3471	35	9	while	while	SCONJ
cana-3471	35	10	minimizing	minimize	VERB
cana-3471	35	11	energy	energy	NOUN
cana-3471	35	12	consumption1	consumption1	NOUN
cana-3471	35	13	similarly	similarly	ADV
cana-3471	35	14	,	,	PUNCT
cana-3471	35	15	tripathi	tripathi	PROPN
cana-3471	35	16	and	and	CCONJ
cana-3471	35	17	mohapatra	mohapatra	PROPN
cana-3471	35	18	(	(	PUNCT
cana-3471	35	19	2016	2016	NUM
cana-3471	35	20	)	)	PUNCT
cana-3471	36	1	[	[	X
cana-3471	36	2	2	2	X
cana-3471	36	3	]	]	PUNCT
cana-3471	36	4	proposed	propose	VERB
cana-3471	36	5	proactive	proactive	ADJ
cana-3471	36	6	mitigation	mitigation	NOUN
cana-3471	36	7	strategies	strategy	NOUN
cana-3471	36	8	to	to	PART
cana-3471	36	9	counter	counter	VERB
cana-3471	36	10	black	black	ADJ
cana-3471	36	11	hole	hole	NOUN
cana-3471	36	12	attacks	attack	NOUN
cana-3471	36	13	in	in	ADP
cana-3471	36	14	manets	manet	NOUN
cana-3471	36	15	,	,	PUNCT
cana-3471	36	16	highlighting	highlight	VERB
cana-3471	36	17	the	the	DET
cana-3471	36	18	need	need	NOUN
cana-3471	36	19	for	for	ADP
cana-3471	36	20	robust	robust	ADJ
cana-3471	36	21	defenses	defense	NOUN
cana-3471	36	22	to	to	PART
cana-3471	36	23	preserve	preserve	VERB
cana-3471	36	24	network	network	NOUN
cana-3471	36	25	performance	performance	NOUN
cana-3471	36	26	and	and	CCONJ
cana-3471	36	27	security	security	NOUN
cana-3471	36	28	.	.	PUNCT
cana-3471	37	1	communications	communication	NOUN
cana-3471	37	2	on	on	ADP
cana-3471	37	3	applied	apply	VERB
cana-3471	37	4	nonlinear	nonlinear	ADJ
cana-3471	37	5	analysis	analysis	NOUN
cana-3471	37	6	issn	issn	NOUN
cana-3471	37	7	:	:	PUNCT
cana-3471	37	8	1074	1074	NUM
cana-3471	37	9	-	-	PUNCT
cana-3471	37	10	133x	133x	NUM
cana-3471	37	11	vol	vol	NOUN
cana-3471	37	12	32	32	NUM
cana-3471	37	13	no	no	NOUN
cana-3471	37	14	.	.	PUNCT
cana-3471	38	1	7s	7	NOUN
cana-3471	38	2	(	(	PUNCT
cana-3471	38	3	2025	2025	NUM
cana-3471	38	4	)	)	PUNCT
cana-3471	38	5	642	642	NUM
cana-3471	38	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3471	38	7	hazra	hazra	NOUN
cana-3471	38	8	and	and	CCONJ
cana-3471	38	9	setua	setua	NOUN
cana-3471	38	10	(	(	PUNCT
cana-3471	38	11	2014	2014	NUM
cana-3471	38	12	)	)	PUNCT
cana-3471	39	1	[	[	X
cana-3471	39	2	3	3	NUM
cana-3471	39	3	]	]	PUNCT
cana-3471	39	4	focused	focus	VERB
cana-3471	39	5	on	on	ADP
cana-3471	39	6	strengthening	strengthen	VERB
cana-3471	39	7	on	on	ADP
cana-3471	39	8	-	-	PUNCT
cana-3471	39	9	demand	demand	NOUN
cana-3471	39	10	routing	routing	NOUN
cana-3471	39	11	protocols	protocol	NOUN
cana-3471	39	12	against	against	ADP
cana-3471	39	13	black	black	ADJ
cana-3471	39	14	hole	hole	NOUN
cana-3471	39	15	attacks	attack	NOUN
cana-3471	39	16	.	.	PUNCT
cana-3471	40	1	their	their	PRON
cana-3471	40	2	methods	method	NOUN
cana-3471	40	3	involve	involve	VERB
cana-3471	40	4	validating	validate	VERB
cana-3471	40	5	routing	routing	NOUN
cana-3471	40	6	requests	request	NOUN
cana-3471	40	7	to	to	PART
cana-3471	40	8	minimize	minimize	VERB
cana-3471	40	9	the	the	DET
cana-3471	40	10	impact	impact	NOUN
cana-3471	40	11	of	of	ADP
cana-3471	40	12	compromised	compromise	VERB
cana-3471	40	13	nodes	node	NOUN
cana-3471	40	14	on	on	ADP
cana-3471	40	15	data	data	NOUN
cana-3471	40	16	transmission	transmission	NOUN
cana-3471	40	17	accuracy	accuracy	NOUN
cana-3471	40	18	.	.	PUNCT
cana-3471	41	1	meanwhile	meanwhile	ADV
cana-3471	41	2	,	,	PUNCT
cana-3471	41	3	wu	wu	PROPN
cana-3471	41	4	et	et	PROPN
cana-3471	41	5	al	al	PROPN
cana-3471	41	6	.	.	PROPN
cana-3471	41	7	(	(	PUNCT
cana-3471	41	8	2007	2007	NUM
cana-3471	41	9	)	)	PUNCT
cana-3471	42	1	[	[	X
cana-3471	42	2	4	4	X
cana-3471	42	3	]	]	PUNCT
cana-3471	42	4	conducted	conduct	VERB
cana-3471	42	5	a	a	DET
cana-3471	42	6	comprehensive	comprehensive	ADJ
cana-3471	42	7	survey	survey	NOUN
cana-3471	42	8	of	of	ADP
cana-3471	42	9	attacks	attack	NOUN
cana-3471	42	10	on	on	ADP
cana-3471	42	11	manets	manet	NOUN
cana-3471	42	12	,	,	PUNCT
cana-3471	42	13	including	include	VERB
cana-3471	42	14	packet	packet	NOUN
cana-3471	42	15	dropping	dropping	NOUN
cana-3471	42	16	and	and	CCONJ
cana-3471	42	17	resource	resource	NOUN
cana-3471	42	18	depletion	depletion	NOUN
cana-3471	42	19	,	,	PUNCT
cana-3471	42	20	offering	offer	VERB
cana-3471	42	21	a	a	DET
cana-3471	42	22	detailed	detailed	ADJ
cana-3471	42	23	overview	overview	NOUN
cana-3471	42	24	of	of	ADP
cana-3471	42	25	existing	exist	VERB
cana-3471	42	26	defences	defence	NOUN
cana-3471	42	27	.	.	PUNCT
cana-3471	43	1	alkatheiri	alkatheiri	PROPN
cana-3471	43	2	et	et	PROPN
cana-3471	43	3	al	al	PROPN
cana-3471	43	4	.	.	PROPN
cana-3471	44	1	(	(	PUNCT
cana-3471	44	2	2011	2011	NUM
cana-3471	44	3	)	)	PUNCT
cana-3471	45	1	[	[	X
cana-3471	45	2	6	6	NUM
cana-3471	45	3	]	]	PUNCT
cana-3471	45	4	analyzed	analyze	VERB
cana-3471	45	5	vulnerabilities	vulnerability	NOUN
cana-3471	45	6	in	in	ADP
cana-3471	45	7	the	the	DET
cana-3471	45	8	aodv	aodv	NOUN
cana-3471	45	9	routing	routing	NOUN
cana-3471	45	10	protocol	protocol	NOUN
cana-3471	45	11	under	under	ADP
cana-3471	45	12	various	various	ADJ
cana-3471	45	13	attack	attack	NOUN
cana-3471	45	14	scenarios	scenario	NOUN
cana-3471	45	15	,	,	PUNCT
cana-3471	45	16	stressing	stress	VERB
cana-3471	45	17	the	the	DET
cana-3471	45	18	need	need	NOUN
cana-3471	45	19	for	for	ADP
cana-3471	45	20	adaptive	adaptive	ADJ
cana-3471	45	21	protocol	protocol	NOUN
cana-3471	45	22	enhancements	enhancement	NOUN
cana-3471	45	23	to	to	PART
cana-3471	45	24	ensure	ensure	VERB
cana-3471	45	25	reliable	reliable	ADJ
cana-3471	45	26	communication	communication	NOUN
cana-3471	45	27	in	in	ADP
cana-3471	45	28	dynamic	dynamic	ADJ
cana-3471	45	29	network	network	NOUN
cana-3471	45	30	environments1	environments1	PROPN
cana-3471	46	1	elmahdi	elmahdi	NOUN
cana-3471	46	2	et	et	PROPN
cana-3471	46	3	al	al	PROPN
cana-3471	46	4	.	.	PROPN
cana-3471	47	1	(	(	PUNCT
cana-3471	47	2	2018	2018	NUM
cana-3471	47	3	)	)	PUNCT
cana-3471	48	1	[	[	X
cana-3471	48	2	7	7	X
cana-3471	48	3	]	]	PUNCT
cana-3471	48	4	proposed	propose	VERB
cana-3471	48	5	techniques	technique	NOUN
cana-3471	48	6	to	to	PART
cana-3471	48	7	secure	secure	VERB
cana-3471	48	8	data	datum	NOUN
cana-3471	48	9	forwarding	forward	VERB
cana-3471	48	10	against	against	ADP
cana-3471	48	11	black	black	ADJ
cana-3471	48	12	hole	hole	NOUN
cana-3471	48	13	attacks	attack	NOUN
cana-3471	48	14	,	,	PUNCT
cana-3471	48	15	integrating	integrate	VERB
cana-3471	48	16	robust	robust	ADJ
cana-3471	48	17	authentication	authentication	NOUN
cana-3471	48	18	and	and	CCONJ
cana-3471	48	19	secure	secure	ADJ
cana-3471	48	20	routing	routing	NOUN
cana-3471	48	21	mechanisms1	mechanisms1	NOUN
cana-3471	48	22	recent	recent	ADJ
cana-3471	48	23	research	research	NOUN
cana-3471	48	24	by	by	ADP
cana-3471	48	25	li	li	PROPN
cana-3471	48	26	et	et	PROPN
cana-3471	48	27	al	al	PROPN
cana-3471	48	28	.	.	PROPN
cana-3471	49	1	(	(	PUNCT
cana-3471	49	2	2018	2018	NUM
cana-3471	49	3	)	)	PUNCT
cana-3471	50	1	[	[	X
cana-3471	50	2	8	8	NUM
cana-3471	50	3	]	]	PUNCT
cana-3471	50	4	employed	employ	VERB
cana-3471	50	5	simulation	simulation	NOUN
cana-3471	50	6	-	-	PUNCT
cana-3471	50	7	based	base	VERB
cana-3471	50	8	methods	method	NOUN
cana-3471	50	9	to	to	PART
cana-3471	50	10	quantify	quantify	VERB
cana-3471	50	11	the	the	DET
cana-3471	50	12	impact	impact	NOUN
cana-3471	50	13	of	of	ADP
cana-3471	50	14	black	black	ADJ
cana-3471	50	15	hole	hole	NOUN
cana-3471	50	16	attacks	attack	NOUN
cana-3471	50	17	on	on	ADP
cana-3471	50	18	manets	manet	NOUN
cana-3471	50	19	,	,	PUNCT
cana-3471	50	20	underscoring	underscore	VERB
cana-3471	50	21	the	the	DET
cana-3471	50	22	necessity	necessity	NOUN
cana-3471	50	23	of	of	ADP
cana-3471	50	24	flexible	flexible	ADJ
cana-3471	50	25	and	and	CCONJ
cana-3471	50	26	robust	robust	ADJ
cana-3471	50	27	security	security	NOUN
cana-3471	50	28	solutions1	solutions1	NOUN
cana-3471	50	29	furthermore	furthermore	ADV
cana-3471	50	30	,	,	PUNCT
cana-3471	50	31	deshmukh	deshmukh	PROPN
cana-3471	50	32	et	et	PROPN
cana-3471	50	33	al	al	PROPN
cana-3471	50	34	.	.	PUNCT
cana-3471	51	1	(	(	PUNCT
cana-3471	51	2	2016	2016	NUM
cana-3471	51	3	)	)	PUNCT
cana-3471	52	1	[	[	X
cana-3471	52	2	9	9	NUM
cana-3471	52	3	]	]	PUNCT
cana-3471	52	4	developed	develop	VERB
cana-3471	52	5	an	an	DET
cana-3471	52	6	aodv	aodv	NOUN
cana-3471	52	7	-	-	PUNCT
cana-3471	52	8	based	base	VERB
cana-3471	52	9	secure	secure	ADJ
cana-3471	52	10	routing	routing	NOUN
cana-3471	52	11	system	system	NOUN
cana-3471	52	12	,	,	PUNCT
cana-3471	52	13	leveraging	leverage	VERB
cana-3471	52	14	dynamic	dynamic	ADJ
cana-3471	52	15	route	route	NOUN
cana-3471	52	16	construction	construction	NOUN
cana-3471	52	17	techniques	technique	NOUN
cana-3471	52	18	to	to	PART
cana-3471	52	19	counter	counter	VERB
cana-3471	52	20	black	black	ADJ
cana-3471	52	21	hole	hole	NOUN
cana-3471	52	22	attacks1	attacks1	NOUN
cana-3471	52	23	advanced	advanced	ADJ
cana-3471	52	24	approaches	approach	NOUN
cana-3471	52	25	leveraging	leverage	VERB
cana-3471	52	26	machine	machine	NOUN
cana-3471	52	27	learning	learning	NOUN
cana-3471	52	28	and	and	CCONJ
cana-3471	52	29	adaptive	adaptive	ADJ
cana-3471	52	30	algorithms	algorithm	NOUN
cana-3471	52	31	have	have	AUX
cana-3471	52	32	also	also	ADV
cana-3471	52	33	gained	gain	VERB
cana-3471	52	34	attention	attention	NOUN
cana-3471	52	35	.	.	PUNCT
cana-3471	53	1	oddi	oddi	PROPN
cana-3471	53	2	et	et	PROPN
cana-3471	53	3	al	al	PROPN
cana-3471	53	4	.	.	PROPN
cana-3471	54	1	(	(	PUNCT
cana-3471	54	2	2012	2012	NUM
cana-3471	54	3	)	)	PUNCT
cana-3471	55	1	[	[	X
cana-3471	55	2	10	10	NUM
cana-3471	55	3	]	]	PUNCT
cana-3471	55	4	introduced	introduce	VERB
cana-3471	55	5	a	a	DET
cana-3471	55	6	reinforcement	reinforcement	NOUN
cana-3471	55	7	learning	learning	NOUN
cana-3471	55	8	-	-	PUNCT
cana-3471	55	9	based	base	VERB
cana-3471	55	10	routing	routing	NOUN
cana-3471	55	11	strategy	strategy	NOUN
cana-3471	55	12	that	that	PRON
cana-3471	55	13	predicts	predicts	AUX
cana-3471	55	14	link	link	VERB
cana-3471	55	15	failures	failure	NOUN
cana-3471	55	16	and	and	CCONJ
cana-3471	55	17	minimizes	minimize	VERB
cana-3471	55	18	their	their	PRON
cana-3471	55	19	impact	impact	NOUN
cana-3471	55	20	,	,	PUNCT
cana-3471	55	21	demonstrating	demonstrate	VERB
cana-3471	55	22	adaptability	adaptability	NOUN
cana-3471	55	23	in	in	ADP
cana-3471	55	24	maintaining	maintain	VERB
cana-3471	55	25	network	network	NOUN
cana-3471	55	26	resilience1	resilience1	PUNCT
cana-3471	56	1	these	these	DET
cana-3471	56	2	studies	study	NOUN
cana-3471	56	3	collectively	collectively	ADV
cana-3471	56	4	underscore	underscore	VERB
cana-3471	56	5	the	the	DET
cana-3471	56	6	dynamic	dynamic	ADJ
cana-3471	56	7	and	and	CCONJ
cana-3471	56	8	evolving	evolve	VERB
cana-3471	56	9	nature	nature	NOUN
cana-3471	56	10	of	of	ADP
cana-3471	56	11	security	security	NOUN
cana-3471	56	12	threats	threat	NOUN
cana-3471	56	13	in	in	ADP
cana-3471	56	14	manets	manet	NOUN
cana-3471	56	15	.	.	PUNCT
cana-3471	57	1	they	they	PRON
cana-3471	57	2	highlight	highlight	VERB
cana-3471	57	3	the	the	DET
cana-3471	57	4	importance	importance	NOUN
cana-3471	57	5	of	of	ADP
cana-3471	57	6	combining	combine	VERB
cana-3471	57	7	intrusion	intrusion	NOUN
cana-3471	57	8	detection	detection	NOUN
cana-3471	57	9	,	,	PUNCT
cana-3471	57	10	secure	secure	ADJ
cana-3471	57	11	routing	routing	NOUN
cana-3471	57	12	protocols	protocol	NOUN
cana-3471	57	13	,	,	PUNCT
cana-3471	57	14	and	and	CCONJ
cana-3471	57	15	proactive	proactive	ADJ
cana-3471	57	16	defense	defense	NOUN
cana-3471	57	17	mechanisms	mechanism	NOUN
cana-3471	57	18	to	to	PART
cana-3471	57	19	ensure	ensure	VERB
cana-3471	57	20	data	datum	NOUN
cana-3471	57	21	integrity	integrity	NOUN
cana-3471	57	22	and	and	CCONJ
cana-3471	57	23	network	network	NOUN
cana-3471	57	24	reliability	reliability	NOUN
cana-3471	57	25	.	.	PUNCT
cana-3471	58	1	building	build	VERB
cana-3471	58	2	on	on	ADP
cana-3471	58	3	this	this	DET
cana-3471	58	4	foundation	foundation	NOUN
cana-3471	58	5	,	,	PUNCT
cana-3471	58	6	the	the	DET
cana-3471	58	7	present	present	ADJ
cana-3471	58	8	work	work	NOUN
cana-3471	58	9	introduces	introduce	VERB
cana-3471	58	10	an	an	DET
cana-3471	58	11	advanced	advanced	ADJ
cana-3471	58	12	ids	id	NOUN
cana-3471	58	13	that	that	PRON
cana-3471	58	14	integrates	integrate	VERB
cana-3471	58	15	anomaly	anomaly	NOUN
cana-3471	58	16	detection	detection	NOUN
cana-3471	58	17	with	with	ADP
cana-3471	58	18	signature	signature	NOUN
cana-3471	58	19	-	-	PUNCT
cana-3471	58	20	based	base	VERB
cana-3471	58	21	techniques	technique	NOUN
cana-3471	58	22	,	,	PUNCT
cana-3471	58	23	offering	offer	VERB
cana-3471	58	24	enhanced	enhance	VERB
cana-3471	58	25	adaptability	adaptability	NOUN
cana-3471	58	26	and	and	CCONJ
cana-3471	58	27	effectiveness	effectiveness	NOUN
cana-3471	58	28	against	against	ADP
cana-3471	58	29	black	black	ADJ
cana-3471	58	30	hole	hole	NOUN
cana-3471	58	31	attacks	attack	NOUN
cana-3471	58	32	.	.	PUNCT
cana-3471	59	1	3	3	X
cana-3471	59	2	.	.	X
cana-3471	59	3	methodology	methodology	NOUN
cana-3471	59	4	the	the	DET
cana-3471	59	5	proposed	propose	VERB
cana-3471	59	6	intrusion	intrusion	NOUN
cana-3471	59	7	detection	detection	NOUN
cana-3471	59	8	system	system	NOUN
cana-3471	59	9	(	(	PUNCT
cana-3471	59	10	ids	id	NOUN
cana-3471	59	11	)	)	PUNCT
cana-3471	59	12	utilizes	utilize	VERB
cana-3471	59	13	a	a	DET
cana-3471	59	14	multi	multi	ADJ
cana-3471	59	15	-	-	ADJ
cana-3471	59	16	stage	stage	ADJ
cana-3471	59	17	approach	approach	NOUN
cana-3471	59	18	to	to	PART
cana-3471	59	19	detect	detect	VERB
cana-3471	59	20	and	and	CCONJ
cana-3471	59	21	mitigate	mitigate	VERB
cana-3471	59	22	black	black	ADJ
cana-3471	59	23	hole	hole	NOUN
cana-3471	59	24	attacks	attack	NOUN
cana-3471	59	25	in	in	ADP
cana-3471	59	26	mobile	mobile	ADJ
cana-3471	59	27	ad	ad	X
cana-3471	59	28	hoc	hoc	X
cana-3471	59	29	networks	network	NOUN
cana-3471	59	30	(	(	PUNCT
cana-3471	59	31	manets	manet	NOUN
cana-3471	59	32	)	)	PUNCT
cana-3471	59	33	.	.	PUNCT
cana-3471	60	1	the	the	DET
cana-3471	60	2	methodology	methodology	NOUN
cana-3471	60	3	focuses	focus	VERB
cana-3471	60	4	on	on	ADP
cana-3471	60	5	dynamic	dynamic	ADJ
cana-3471	60	6	behavioral	behavioral	ADJ
cana-3471	60	7	analysis	analysis	NOUN
cana-3471	60	8	to	to	PART
cana-3471	60	9	identify	identify	VERB
cana-3471	60	10	malicious	malicious	ADJ
cana-3471	60	11	nodes	node	NOUN
cana-3471	60	12	and	and	CCONJ
cana-3471	60	13	employs	employ	VERB
cana-3471	60	14	the	the	DET
cana-3471	60	15	aodv	aodv	NOUN
cana-3471	60	16	routing	routing	NOUN
cana-3471	60	17	protocol	protocol	NOUN
cana-3471	60	18	within	within	ADP
cana-3471	60	19	the	the	DET
cana-3471	60	20	ns2	ns2	NOUN
cana-3471	60	21	simulation	simulation	NOUN
cana-3471	60	22	platform	platform	NOUN
cana-3471	60	23	to	to	PART
cana-3471	60	24	evaluate	evaluate	VERB
cana-3471	60	25	its	its	PRON
cana-3471	60	26	effectiveness	effectiveness	NOUN
cana-3471	60	27	.	.	PUNCT
cana-3471	61	1	the	the	DET
cana-3471	61	2	following	follow	VERB
cana-3471	61	3	outlines	outline	VERB
cana-3471	61	4	the	the	DET
cana-3471	61	5	steps	step	NOUN
cana-3471	61	6	and	and	CCONJ
cana-3471	61	7	components	component	NOUN
cana-3471	61	8	of	of	ADP
cana-3471	61	9	the	the	DET
cana-3471	61	10	methodology	methodology	NOUN
cana-3471	61	11	:	:	PUNCT
cana-3471	61	12	communications	communication	NOUN
cana-3471	61	13	on	on	ADP
cana-3471	61	14	applied	apply	VERB
cana-3471	61	15	nonlinear	nonlinear	ADJ
cana-3471	61	16	analysis	analysis	NOUN
cana-3471	61	17	issn	issn	NOUN
cana-3471	61	18	:	:	PUNCT
cana-3471	61	19	1074	1074	NUM
cana-3471	61	20	-	-	PUNCT
cana-3471	61	21	133x	133x	NUM
cana-3471	61	22	vol	vol	NOUN
cana-3471	61	23	32	32	NUM
cana-3471	61	24	no	no	NOUN
cana-3471	61	25	.	.	PUNCT
cana-3471	62	1	7s	7	NOUN
cana-3471	62	2	(	(	PUNCT
cana-3471	62	3	2025	2025	NUM
cana-3471	62	4	)	)	PUNCT
cana-3471	62	5	643	643	NUM
cana-3471	62	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3471	62	7	figure	figure	NOUN
cana-3471	62	8	2	2	NUM
cana-3471	62	9	:	:	PUNCT
cana-3471	62	10	components	component	NOUN
cana-3471	62	11	of	of	ADP
cana-3471	62	12	the	the	DET
cana-3471	62	13	proposed	propose	VERB
cana-3471	62	14	methodology	methodology	NOUN
cana-3471	62	15	1	1	X
cana-3471	62	16	.	.	PUNCT
cana-3471	63	1	network	network	NOUN
cana-3471	63	2	setup	setup	NOUN
cana-3471	63	3	the	the	DET
cana-3471	63	4	simulation	simulation	NOUN
cana-3471	63	5	environment	environment	NOUN
cana-3471	63	6	is	be	AUX
cana-3471	63	7	created	create	VERB
cana-3471	63	8	using	use	VERB
cana-3471	63	9	ns2	ns2	NOUN
cana-3471	63	10	,	,	PUNCT
cana-3471	63	11	with	with	ADP
cana-3471	63	12	a	a	DET
cana-3471	63	13	predefined	predefine	VERB
cana-3471	63	14	number	number	NOUN
cana-3471	63	15	of	of	ADP
cana-3471	63	16	mobile	mobile	ADJ
cana-3471	63	17	nodes	node	NOUN
cana-3471	63	18	configured	configure	VERB
cana-3471	63	19	in	in	ADP
cana-3471	63	20	a	a	DET
cana-3471	63	21	wireless	wireless	ADJ
cana-3471	63	22	ad	ad	NOUN
cana-3471	63	23	hoc	hoc	X
cana-3471	63	24	network	network	NOUN
cana-3471	63	25	.	.	PUNCT
cana-3471	64	1	the	the	DET
cana-3471	64	2	aodv	aodv	NOUN
cana-3471	64	3	routing	routing	NOUN
cana-3471	64	4	protocol	protocol	NOUN
cana-3471	64	5	is	be	AUX
cana-3471	64	6	employed	employ	VERB
cana-3471	64	7	for	for	ADP
cana-3471	64	8	path	path	NOUN
cana-3471	64	9	establishment	establishment	NOUN
cana-3471	64	10	.	.	PUNCT
cana-3471	65	1	the	the	DET
cana-3471	65	2	network	network	NOUN
cana-3471	65	3	topology	topology	NOUN
cana-3471	65	4	specifies	specify	VERB
cana-3471	65	5	source	source	NOUN
cana-3471	65	6	and	and	CCONJ
cana-3471	65	7	destination	destination	NOUN
cana-3471	65	8	nodes	node	NOUN
cana-3471	65	9	,	,	PUNCT
cana-3471	65	10	which	which	PRON
cana-3471	65	11	serve	serve	VERB
cana-3471	65	12	as	as	ADP
cana-3471	65	13	the	the	DET
cana-3471	65	14	endpoints	endpoint	NOUN
cana-3471	65	15	for	for	ADP
cana-3471	65	16	data	datum	NOUN
cana-3471	65	17	transfer	transfer	NOUN
cana-3471	65	18	.	.	PUNCT
cana-3471	66	1	packets	packet	NOUN
cana-3471	66	2	are	be	AUX
cana-3471	66	3	transmitted	transmit	VERB
cana-3471	66	4	using	use	VERB
cana-3471	66	5	defined	define	VERB
cana-3471	66	6	traffic	traffic	NOUN
cana-3471	66	7	patterns	pattern	NOUN
cana-3471	66	8	such	such	ADJ
cana-3471	66	9	as	as	ADP
cana-3471	66	10	constant	constant	ADJ
cana-3471	66	11	bit	bit	NOUN
cana-3471	66	12	rate	rate	NOUN
cana-3471	66	13	(	(	PUNCT
cana-3471	66	14	cbr	cbr	NOUN
cana-3471	66	15	)	)	PUNCT
cana-3471	66	16	and	and	CCONJ
cana-3471	66	17	variable	variable	ADJ
cana-3471	66	18	bit	bit	NOUN
cana-3471	66	19	rate	rate	NOUN
cana-3471	66	20	(	(	PUNCT
cana-3471	66	21	vbr	vbr	NOUN
cana-3471	66	22	)	)	PUNCT
cana-3471	66	23	.	.	PUNCT
cana-3471	67	1	2	2	X
cana-3471	67	2	.	.	X
cana-3471	67	3	intrusion	intrusion	NOUN
cana-3471	67	4	detection	detection	NOUN
cana-3471	67	5	system	system	NOUN
cana-3471	67	6	design	design	VERB
cana-3471	67	7	the	the	DET
cana-3471	67	8	ids	id	NOUN
cana-3471	67	9	comprises	comprise	VERB
cana-3471	67	10	multiple	multiple	ADJ
cana-3471	67	11	modules	module	NOUN
cana-3471	67	12	,	,	PUNCT
cana-3471	68	1	each	each	PRON
cana-3471	68	2	performing	perform	VERB
cana-3471	68	3	specific	specific	ADJ
cana-3471	68	4	functions	function	NOUN
cana-3471	68	5	for	for	ADP
cana-3471	68	6	detecting	detect	VERB
cana-3471	68	7	and	and	CCONJ
cana-3471	68	8	responding	respond	VERB
cana-3471	68	9	to	to	ADP
cana-3471	68	10	black	black	ADJ
cana-3471	68	11	hole	hole	NOUN
cana-3471	68	12	attacks	attack	NOUN
cana-3471	68	13	:	:	PUNCT
cana-3471	68	14	1	1	X
cana-3471	68	15	.	.	X
cana-3471	68	16	monitoring	monitor	VERB
cana-3471	68	17	module	module	NOUN
cana-3471	68	18	this	this	DET
cana-3471	68	19	module	module	NOUN
cana-3471	68	20	continuously	continuously	ADV
cana-3471	68	21	monitors	monitor	VERB
cana-3471	68	22	network	network	NOUN
cana-3471	68	23	traffic	traffic	NOUN
cana-3471	68	24	,	,	PUNCT
cana-3471	68	25	collecting	collect	VERB
cana-3471	68	26	data	datum	NOUN
cana-3471	68	27	on	on	ADP
cana-3471	68	28	packet	packet	NOUN
cana-3471	68	29	flow	flow	NOUN
cana-3471	68	30	,	,	PUNCT
cana-3471	68	31	node	node	NOUN
cana-3471	68	32	interactions	interaction	NOUN
cana-3471	68	33	,	,	PUNCT
cana-3471	68	34	and	and	CCONJ
cana-3471	68	35	communication	communication	NOUN
cana-3471	68	36	patterns	pattern	NOUN
cana-3471	68	37	.	.	PUNCT
cana-3471	69	1	the	the	DET
cana-3471	69	2	gathered	gather	VERB
cana-3471	69	3	data	data	NOUN
cana-3471	69	4	serves	serve	VERB
cana-3471	69	5	as	as	ADP
cana-3471	69	6	input	input	NOUN
cana-3471	69	7	for	for	ADP
cana-3471	69	8	anomaly	anomaly	NOUN
cana-3471	69	9	and	and	CCONJ
cana-3471	69	10	signature	signature	NOUN
cana-3471	69	11	-	-	PUNCT
cana-3471	69	12	based	base	VERB
cana-3471	69	13	detection	detection	NOUN
cana-3471	69	14	mechanisms	mechanism	NOUN
cana-3471	69	15	.	.	PUNCT
cana-3471	70	1	2	2	X
cana-3471	70	2	.	.	NOUN
cana-3471	70	3	anomaly	anomaly	NOUN
cana-3471	70	4	detection	detection	NOUN
cana-3471	70	5	module	module	NOUN
cana-3471	70	6	leveraging	leverage	VERB
cana-3471	70	7	statistical	statistical	ADJ
cana-3471	70	8	methods	method	NOUN
cana-3471	70	9	and	and	CCONJ
cana-3471	70	10	machine	machine	NOUN
cana-3471	70	11	learning	learn	VERB
cana-3471	70	12	techniques	technique	NOUN
cana-3471	70	13	,	,	PUNCT
cana-3471	70	14	this	this	DET
cana-3471	70	15	module	module	NOUN
cana-3471	70	16	identifies	identify	VERB
cana-3471	70	17	deviations	deviation	NOUN
cana-3471	70	18	from	from	ADP
cana-3471	70	19	typical	typical	ADJ
cana-3471	70	20	network	network	NOUN
cana-3471	70	21	behavior	behavior	NOUN
cana-3471	70	22	.	.	PUNCT
cana-3471	71	1	sudden	sudden	ADJ
cana-3471	71	2	changes	change	NOUN
cana-3471	71	3	in	in	ADP
cana-3471	71	4	traffic	traffic	NOUN
cana-3471	71	5	patterns	pattern	NOUN
cana-3471	71	6	,	,	PUNCT
cana-3471	71	7	such	such	ADJ
cana-3471	71	8	as	as	ADP
cana-3471	71	9	abrupt	abrupt	ADJ
cana-3471	71	10	packet	packet	NOUN
cana-3471	71	11	drops	drop	NOUN
cana-3471	71	12	or	or	CCONJ
cana-3471	71	13	rerouting	reroute	VERB
cana-3471	71	14	,	,	PUNCT
cana-3471	71	15	trigger	trigger	NOUN
cana-3471	71	16	anomaly	anomaly	NOUN
cana-3471	71	17	alerts	alert	NOUN
cana-3471	71	18	,	,	PUNCT
cana-3471	71	19	signaling	signal	VERB
cana-3471	71	20	potential	potential	ADJ
cana-3471	71	21	malicious	malicious	ADJ
cana-3471	71	22	activity	activity	NOUN
cana-3471	71	23	.	.	PUNCT
cana-3471	72	1	3	3	X
cana-3471	72	2	.	.	X
cana-3471	72	3	signature	signature	NOUN
cana-3471	72	4	-	-	PUNCT
cana-3471	72	5	based	base	VERB
cana-3471	72	6	detection	detection	NOUN
cana-3471	72	7	module	module	NOUN
cana-3471	72	8	predefined	predefine	VERB
cana-3471	72	9	attack	attack	NOUN
cana-3471	72	10	signatures	signature	NOUN
cana-3471	72	11	are	be	AUX
cana-3471	72	12	utilized	utilize	VERB
cana-3471	72	13	to	to	PART
cana-3471	72	14	detect	detect	VERB
cana-3471	72	15	known	know	VERB
cana-3471	72	16	black	black	ADJ
cana-3471	72	17	hole	hole	NOUN
cana-3471	72	18	attack	attack	NOUN
cana-3471	72	19	patterns	pattern	NOUN
cana-3471	72	20	.	.	PUNCT
cana-3471	73	1	by	by	ADP
cana-3471	73	2	crossreferencing	crossreference	VERB
cana-3471	73	3	monitored	monitor	VERB
cana-3471	73	4	traffic	traffic	NOUN
cana-3471	73	5	with	with	ADP
cana-3471	73	6	these	these	DET
cana-3471	73	7	signatures	signature	NOUN
cana-3471	73	8	,	,	PUNCT
cana-3471	73	9	the	the	DET
cana-3471	73	10	module	module	NOUN
cana-3471	73	11	quickly	quickly	ADV
cana-3471	73	12	identifies	identify	VERB
cana-3471	73	13	malicious	malicious	ADJ
cana-3471	73	14	nodes	node	NOUN
cana-3471	73	15	exhibiting	exhibit	VERB
cana-3471	73	16	established	establish	VERB
cana-3471	73	17	black	black	ADJ
cana-3471	73	18	hole	hole	NOUN
cana-3471	73	19	behavior	behavior	NOUN
cana-3471	73	20	.	.	PUNCT
cana-3471	74	1	communications	communication	NOUN
cana-3471	74	2	on	on	ADP
cana-3471	74	3	applied	apply	VERB
cana-3471	74	4	nonlinear	nonlinear	ADJ
cana-3471	74	5	analysis	analysis	NOUN
cana-3471	74	6	issn	issn	NOUN
cana-3471	74	7	:	:	PUNCT
cana-3471	74	8	1074	1074	NUM
cana-3471	74	9	-	-	PUNCT
cana-3471	74	10	133x	133x	NUM
cana-3471	74	11	vol	vol	NOUN
cana-3471	74	12	32	32	NUM
cana-3471	74	13	no	no	NOUN
cana-3471	74	14	.	.	PUNCT
cana-3471	75	1	7s	7	NOUN
cana-3471	75	2	(	(	PUNCT
cana-3471	75	3	2025	2025	NUM
cana-3471	75	4	)	)	PUNCT
cana-3471	75	5	644	644	NUM
cana-3471	75	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3471	75	7	4	4	NUM
cana-3471	75	8	.	.	PUNCT
cana-3471	75	9	response	response	NOUN
cana-3471	75	10	module	module	NOUN
cana-3471	75	11	once	once	ADV
cana-3471	75	12	a	a	DET
cana-3471	75	13	threat	threat	NOUN
cana-3471	75	14	is	be	AUX
cana-3471	75	15	detected	detect	VERB
cana-3471	75	16	,	,	PUNCT
cana-3471	75	17	this	this	DET
cana-3471	75	18	module	module	NOUN
cana-3471	75	19	initiates	initiate	VERB
cana-3471	75	20	mitigation	mitigation	NOUN
cana-3471	75	21	actions	action	NOUN
cana-3471	75	22	,	,	PUNCT
cana-3471	75	23	such	such	ADJ
cana-3471	75	24	as	as	ADP
cana-3471	75	25	isolating	isolate	VERB
cana-3471	75	26	malicious	malicious	ADJ
cana-3471	75	27	nodes	node	NOUN
cana-3471	75	28	,	,	PUNCT
cana-3471	75	29	rerouting	reroute	VERB
cana-3471	75	30	traffic	traffic	NOUN
cana-3471	75	31	to	to	PART
cana-3471	75	32	avoid	avoid	VERB
cana-3471	75	33	compromised	compromised	ADJ
cana-3471	75	34	paths	path	NOUN
cana-3471	75	35	,	,	PUNCT
cana-3471	75	36	and	and	CCONJ
cana-3471	75	37	alerting	alert	VERB
cana-3471	75	38	neighbouring	neighbouring	ADJ
cana-3471	75	39	nodes	node	NOUN
cana-3471	75	40	.	.	PUNCT
cana-3471	76	1	these	these	DET
cana-3471	76	2	responses	response	NOUN
cana-3471	76	3	aim	aim	VERB
cana-3471	76	4	to	to	PART
cana-3471	76	5	neutralize	neutralize	VERB
cana-3471	76	6	the	the	DET
cana-3471	76	7	attack	attack	NOUN
cana-3471	76	8	and	and	CCONJ
cana-3471	76	9	restore	restore	VERB
cana-3471	76	10	network	network	NOUN
cana-3471	76	11	operations	operation	NOUN
cana-3471	76	12	with	with	ADP
cana-3471	76	13	minimal	minimal	ADJ
cana-3471	76	14	disruption	disruption	NOUN
cana-3471	76	15	.	.	PUNCT
cana-3471	77	1	5	5	X
cana-3471	77	2	.	.	X
cana-3471	77	3	adaptive	adaptive	ADJ
cana-3471	77	4	learning	learning	NOUN
cana-3471	77	5	module	module	NOUN
cana-3471	77	6	to	to	PART
cana-3471	77	7	enhance	enhance	VERB
cana-3471	77	8	detection	detection	NOUN
cana-3471	77	9	accuracy	accuracy	NOUN
cana-3471	77	10	over	over	ADP
cana-3471	77	11	time	time	NOUN
cana-3471	77	12	,	,	PUNCT
cana-3471	77	13	this	this	DET
cana-3471	77	14	module	module	NOUN
cana-3471	77	15	continuously	continuously	ADV
cana-3471	77	16	learns	learn	VERB
cana-3471	77	17	from	from	ADP
cana-3471	77	18	network	network	NOUN
cana-3471	77	19	behavior	behavior	NOUN
cana-3471	77	20	and	and	CCONJ
cana-3471	77	21	past	past	ADJ
cana-3471	77	22	attack	attack	NOUN
cana-3471	77	23	patterns	pattern	NOUN
cana-3471	77	24	.	.	PUNCT
cana-3471	78	1	feedback	feedback	NOUN
cana-3471	78	2	loops	loop	NOUN
cana-3471	78	3	enable	enable	VERB
cana-3471	78	4	the	the	DET
cana-3471	78	5	ids	id	NOUN
cana-3471	78	6	to	to	PART
cana-3471	78	7	adapt	adapt	VERB
cana-3471	78	8	to	to	ADP
cana-3471	78	9	evolving	evolve	VERB
cana-3471	78	10	threats	threat	NOUN
cana-3471	78	11	,	,	PUNCT
cana-3471	78	12	improving	improve	VERB
cana-3471	78	13	its	its	PRON
cana-3471	78	14	ability	ability	NOUN
cana-3471	78	15	to	to	PART
cana-3471	78	16	detect	detect	VERB
cana-3471	78	17	and	and	CCONJ
cana-3471	78	18	respond	respond	VERB
cana-3471	78	19	to	to	ADP
cana-3471	78	20	new	new	ADJ
cana-3471	78	21	black	black	ADJ
cana-3471	78	22	hole	hole	NOUN
cana-3471	78	23	attack	attack	NOUN
cana-3471	78	24	variants	variant	NOUN
cana-3471	78	25	.	.	PUNCT
cana-3471	79	1	3	3	X
cana-3471	79	2	.	.	X
cana-3471	79	3	simulation	simulation	NOUN
cana-3471	79	4	of	of	ADP
cana-3471	79	5	black	black	ADJ
cana-3471	79	6	hole	hole	NOUN
cana-3471	79	7	attacks	attack	VERB
cana-3471	79	8	black	black	ADJ
cana-3471	79	9	hole	hole	NOUN
cana-3471	79	10	attacks	attack	NOUN
cana-3471	79	11	are	be	AUX
cana-3471	79	12	simulated	simulate	VERB
cana-3471	79	13	by	by	ADP
cana-3471	79	14	introducing	introduce	VERB
cana-3471	79	15	malicious	malicious	ADJ
cana-3471	79	16	nodes	node	NOUN
cana-3471	79	17	into	into	ADP
cana-3471	79	18	the	the	DET
cana-3471	79	19	network	network	NOUN
cana-3471	79	20	.	.	PUNCT
cana-3471	80	1	these	these	DET
cana-3471	80	2	nodes	node	NOUN
cana-3471	80	3	deliberately	deliberately	ADV
cana-3471	80	4	respond	respond	VERB
cana-3471	80	5	to	to	ADP
cana-3471	80	6	route	route	NOUN
cana-3471	80	7	requests	request	NOUN
cana-3471	80	8	with	with	ADP
cana-3471	80	9	falsified	falsified	ADJ
cana-3471	80	10	information	information	NOUN
cana-3471	80	11	,	,	PUNCT
cana-3471	80	12	attracting	attract	VERB
cana-3471	80	13	traffic	traffic	NOUN
cana-3471	80	14	and	and	CCONJ
cana-3471	80	15	subsequently	subsequently	ADV
cana-3471	80	16	dropping	drop	VERB
cana-3471	80	17	packets	packet	NOUN
cana-3471	80	18	.	.	PUNCT
cana-3471	81	1	the	the	DET
cana-3471	81	2	simulation	simulation	NOUN
cana-3471	81	3	uses	use	VERB
cana-3471	81	4	a	a	DET
cana-3471	81	5	scripted	script	VERB
cana-3471	81	6	algorithm	algorithm	NOUN
cana-3471	81	7	to	to	PART
cana-3471	81	8	mimic	mimic	VERB
cana-3471	81	9	the	the	DET
cana-3471	81	10	behaviour	behaviour	NOUN
cana-3471	81	11	of	of	ADP
cana-3471	81	12	black	black	ADJ
cana-3471	81	13	hole	hole	NOUN
cana-3471	81	14	nodes	nod	VERB
cana-3471	81	15	:	:	PUNCT
cana-3471	81	16	1	1	X
cana-3471	81	17	.	.	X
cana-3471	81	18	malicious	malicious	ADJ
cana-3471	81	19	nodes	node	NOUN
cana-3471	81	20	intercept	intercept	VERB
cana-3471	81	21	and	and	CCONJ
cana-3471	81	22	falsely	falsely	ADV
cana-3471	81	23	advertise	advertise	VERB
cana-3471	81	24	optimal	optimal	ADJ
cana-3471	81	25	routes	route	NOUN
cana-3471	81	26	.	.	PUNCT
cana-3471	82	1	2	2	X
cana-3471	82	2	.	.	X
cana-3471	82	3	upon	upon	SCONJ
cana-3471	82	4	receiving	receive	VERB
cana-3471	82	5	traffic	traffic	NOUN
cana-3471	82	6	,	,	PUNCT
cana-3471	82	7	malicious	malicious	ADJ
cana-3471	82	8	nodes	node	NOUN
cana-3471	82	9	silently	silently	ADV
cana-3471	82	10	drop	drop	VERB
cana-3471	82	11	or	or	CCONJ
cana-3471	82	12	reroute	reroute	NOUN
cana-3471	82	13	packets	packet	NOUN
cana-3471	82	14	,	,	PUNCT
cana-3471	82	15	disrupting	disrupt	VERB
cana-3471	82	16	communication	communication	NOUN
cana-3471	82	17	.	.	PUNCT
cana-3471	83	1	4	4	X
cana-3471	83	2	.	.	X
cana-3471	83	3	detection	detection	NOUN
cana-3471	83	4	and	and	CCONJ
cana-3471	83	5	isolation	isolation	NOUN
cana-3471	83	6	of	of	ADP
cana-3471	83	7	malicious	malicious	ADJ
cana-3471	83	8	nodes	node	NOUN
cana-3471	83	9	the	the	DET
cana-3471	83	10	ids	id	NOUN
cana-3471	83	11	employs	employ	VERB
cana-3471	83	12	the	the	DET
cana-3471	83	13	following	follow	VERB
cana-3471	83	14	algorithm	algorithm	NOUN
cana-3471	83	15	to	to	PART
cana-3471	83	16	identify	identify	VERB
cana-3471	83	17	and	and	CCONJ
cana-3471	83	18	isolate	isolate	VERB
cana-3471	83	19	black	black	ADJ
cana-3471	83	20	hole	hole	NOUN
cana-3471	83	21	nodes	nod	VERB
cana-3471	83	22	:	:	PUNCT
cana-3471	83	23	1	1	X
cana-3471	83	24	.	.	X
cana-3471	83	25	monitor	monitor	VERB
cana-3471	83	26	and	and	CCONJ
cana-3471	83	27	record	record	VERB
cana-3471	83	28	each	each	DET
cana-3471	83	29	node	node	NOUN
cana-3471	83	30	's	's	PART
cana-3471	83	31	behaviour	behaviour	NOUN
cana-3471	83	32	,	,	PUNCT
cana-3471	83	33	including	include	VERB
cana-3471	83	34	packets	packet	NOUN
cana-3471	83	35	sent	send	VERB
cana-3471	83	36	,	,	PUNCT
cana-3471	83	37	received	receive	VERB
cana-3471	83	38	,	,	PUNCT
cana-3471	83	39	and	and	CCONJ
cana-3471	83	40	forwarded	forward	VERB
cana-3471	83	41	.	.	PUNCT
cana-3471	84	1	2	2	X
cana-3471	84	2	.	.	X
cana-3471	84	3	identify	identify	VERB
cana-3471	84	4	nodes	node	NOUN
cana-3471	84	5	that	that	PRON
cana-3471	84	6	receive	receive	VERB
cana-3471	84	7	packets	packet	NOUN
cana-3471	84	8	but	but	CCONJ
cana-3471	84	9	fail	fail	VERB
cana-3471	84	10	to	to	PART
cana-3471	84	11	forward	forward	VERB
cana-3471	84	12	them	they	PRON
cana-3471	84	13	appropriately	appropriately	ADV
cana-3471	84	14	.	.	PUNCT
cana-3471	85	1	3	3	X
cana-3471	85	2	.	.	X
cana-3471	85	3	mark	mark	VERB
cana-3471	85	4	such	such	ADJ
cana-3471	85	5	nodes	node	NOUN
cana-3471	85	6	as	as	ADP
cana-3471	85	7	malicious	malicious	ADJ
cana-3471	85	8	and	and	CCONJ
cana-3471	85	9	alert	alert	VERB
cana-3471	85	10	the	the	DET
cana-3471	85	11	network	network	NOUN
cana-3471	85	12	of	of	ADP
cana-3471	85	13	their	their	PRON
cana-3471	85	14	presence	presence	NOUN
cana-3471	85	15	.	.	PUNCT
cana-3471	86	1	4	4	X
cana-3471	86	2	.	.	X
cana-3471	86	3	isolate	isolate	VERB
cana-3471	86	4	the	the	DET
cana-3471	86	5	identified	identify	VERB
cana-3471	86	6	nodes	node	NOUN
cana-3471	86	7	by	by	ADP
cana-3471	86	8	excluding	exclude	VERB
cana-3471	86	9	them	they	PRON
cana-3471	86	10	from	from	ADP
cana-3471	86	11	routing	route	VERB
cana-3471	86	12	paths	path	NOUN
cana-3471	86	13	and	and	CCONJ
cana-3471	86	14	notifying	notify	VERB
cana-3471	86	15	neighbouring	neighbouring	ADJ
cana-3471	86	16	nodes	node	NOUN
cana-3471	86	17	to	to	PART
cana-3471	86	18	prevent	prevent	VERB
cana-3471	86	19	further	further	ADJ
cana-3471	86	20	communication	communication	NOUN
cana-3471	86	21	with	with	ADP
cana-3471	86	22	the	the	DET
cana-3471	86	23	malicious	malicious	ADJ
cana-3471	86	24	entities	entity	NOUN
cana-3471	86	25	.	.	PUNCT
cana-3471	87	1	5	5	X
cana-3471	87	2	.	.	X
cana-3471	87	3	performance	performance	NOUN
cana-3471	87	4	metrics	metric	NOUN
cana-3471	87	5	the	the	DET
cana-3471	87	6	effectiveness	effectiveness	NOUN
cana-3471	87	7	of	of	ADP
cana-3471	87	8	the	the	DET
cana-3471	87	9	proposed	propose	VERB
cana-3471	87	10	ids	ids	NOUN
cana-3471	87	11	is	be	AUX
cana-3471	87	12	evaluated	evaluate	VERB
cana-3471	87	13	using	use	VERB
cana-3471	87	14	metrics	metric	NOUN
cana-3471	87	15	such	such	ADJ
cana-3471	87	16	as	as	ADP
cana-3471	87	17	:	:	PUNCT
cana-3471	87	18	•	•	NUM
cana-3471	87	19	throughput	throughput	NOUN
cana-3471	87	20	:	:	PUNCT
cana-3471	87	21	measures	measure	VERB
cana-3471	87	22	the	the	DET
cana-3471	87	23	successful	successful	ADJ
cana-3471	87	24	delivery	delivery	NOUN
cana-3471	87	25	of	of	ADP
cana-3471	87	26	data	datum	NOUN
cana-3471	87	27	packets	packet	NOUN
cana-3471	87	28	across	across	ADP
cana-3471	87	29	the	the	DET
cana-3471	87	30	network	network	NOUN
cana-3471	87	31	.	.	PUNCT
cana-3471	88	1	•	•	NOUN
cana-3471	88	2	packet	packet	NOUN
cana-3471	88	3	loss	loss	NOUN
cana-3471	88	4	:	:	PUNCT
cana-3471	88	5	quantifies	quantify	VERB
cana-3471	88	6	the	the	DET
cana-3471	88	7	number	number	NOUN
cana-3471	88	8	of	of	ADP
cana-3471	88	9	packets	packet	NOUN
cana-3471	88	10	lost	lose	VERB
cana-3471	88	11	due	due	ADP
cana-3471	88	12	to	to	ADP
cana-3471	88	13	black	black	ADJ
cana-3471	88	14	hole	hole	NOUN
cana-3471	88	15	attacks	attack	NOUN
cana-3471	88	16	.	.	PUNCT
cana-3471	89	1	•	•	NUM
cana-3471	89	2	end	end	NOUN
cana-3471	89	3	-	-	PUNCT
cana-3471	89	4	to	to	ADP
cana-3471	89	5	-	-	PUNCT
cana-3471	89	6	end	end	NOUN
cana-3471	89	7	delay	delay	NOUN
cana-3471	89	8	:	:	PUNCT
cana-3471	89	9	assesses	assess	VERB
cana-3471	89	10	the	the	DET
cana-3471	89	11	time	time	NOUN
cana-3471	89	12	taken	take	VERB
cana-3471	89	13	for	for	ADP
cana-3471	89	14	packets	packet	NOUN
cana-3471	89	15	to	to	PART
cana-3471	89	16	travel	travel	VERB
cana-3471	89	17	from	from	ADP
cana-3471	89	18	source	source	NOUN
cana-3471	89	19	to	to	ADP
cana-3471	89	20	destination	destination	NOUN
cana-3471	89	21	,	,	PUNCT
cana-3471	89	22	reflecting	reflect	VERB
cana-3471	89	23	routing	routing	NOUN
cana-3471	89	24	efficiency	efficiency	NOUN
cana-3471	89	25	.	.	PUNCT
cana-3471	90	1	communications	communication	NOUN
cana-3471	90	2	on	on	ADP
cana-3471	90	3	applied	apply	VERB
cana-3471	90	4	nonlinear	nonlinear	ADJ
cana-3471	90	5	analysis	analysis	NOUN
cana-3471	90	6	issn	issn	NOUN
cana-3471	90	7	:	:	PUNCT
cana-3471	90	8	1074	1074	NUM
cana-3471	90	9	-	-	PUNCT
cana-3471	90	10	133x	133x	NUM
cana-3471	90	11	vol	vol	NOUN
cana-3471	90	12	32	32	NUM
cana-3471	90	13	no	no	NOUN
cana-3471	90	14	.	.	PUNCT
cana-3471	91	1	7s	7	NOUN
cana-3471	91	2	(	(	PUNCT
cana-3471	91	3	2025	2025	NUM
cana-3471	91	4	)	)	PUNCT
cana-3471	91	5	645	645	NUM
cana-3471	91	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3471	91	7	6	6	NUM
cana-3471	91	8	.	.	PUNCT
cana-3471	91	9	comparative	comparative	ADJ
cana-3471	91	10	analysis	analysis	NOUN
cana-3471	91	11	the	the	DET
cana-3471	91	12	performance	performance	NOUN
cana-3471	91	13	of	of	ADP
cana-3471	91	14	the	the	DET
cana-3471	91	15	network	network	NOUN
cana-3471	91	16	with	with	ADP
cana-3471	91	17	and	and	CCONJ
cana-3471	91	18	without	without	ADP
cana-3471	91	19	the	the	DET
cana-3471	91	20	ids	id	NOUN
cana-3471	91	21	is	be	AUX
cana-3471	91	22	compared	compare	VERB
cana-3471	91	23	to	to	PART
cana-3471	91	24	validate	validate	VERB
cana-3471	91	25	the	the	DET
cana-3471	91	26	system	system	NOUN
cana-3471	91	27	's	's	PART
cana-3471	91	28	effectiveness	effectiveness	NOUN
cana-3471	91	29	.	.	PUNCT
cana-3471	92	1	key	key	ADJ
cana-3471	92	2	metrics	metric	NOUN
cana-3471	92	3	are	be	AUX
cana-3471	92	4	analyzed	analyze	VERB
cana-3471	92	5	to	to	PART
cana-3471	92	6	demonstrate	demonstrate	VERB
cana-3471	92	7	the	the	DET
cana-3471	92	8	ids	id	NOUN
cana-3471	92	9	's	's	PART
cana-3471	92	10	ability	ability	NOUN
cana-3471	92	11	to	to	PART
cana-3471	92	12	mitigate	mitigate	VERB
cana-3471	92	13	the	the	DET
cana-3471	92	14	impact	impact	NOUN
cana-3471	92	15	of	of	ADP
cana-3471	92	16	black	black	ADJ
cana-3471	92	17	hole	hole	NOUN
cana-3471	92	18	attacks	attack	NOUN
cana-3471	92	19	and	and	CCONJ
cana-3471	92	20	enhance	enhance	VERB
cana-3471	92	21	network	network	NOUN
cana-3471	92	22	reliability	reliability	NOUN
cana-3471	92	23	.	.	PUNCT
cana-3471	93	1	4	4	X
cana-3471	93	2	.	.	X
cana-3471	93	3	implementation	implementation	NOUN
cana-3471	93	4	we	we	PRON
cana-3471	93	5	implemented	implement	VERB
cana-3471	93	6	the	the	DET
cana-3471	93	7	proposed	propose	VERB
cana-3471	93	8	approach	approach	NOUN
cana-3471	93	9	using	use	VERB
cana-3471	93	10	network	network	NOUN
cana-3471	93	11	simulator	simulator	NOUN
cana-3471	93	12	2	2	NUM
cana-3471	93	13	(	(	PUNCT
cana-3471	93	14	ns2	ns2	NOUN
cana-3471	93	15	)	)	PUNCT
cana-3471	93	16	,	,	PUNCT
cana-3471	93	17	which	which	PRON
cana-3471	93	18	is	be	AUX
cana-3471	93	19	powered	power	VERB
cana-3471	93	20	by	by	ADP
cana-3471	93	21	tcl	tcl	NOUN
cana-3471	93	22	for	for	ADP
cana-3471	93	23	scripting	scripting	NOUN
cana-3471	93	24	and	and	CCONJ
cana-3471	93	25	c++	c++	NOUN
cana-3471	93	26	for	for	ADP
cana-3471	93	27	back	back	ADJ
cana-3471	93	28	-	-	PUNCT
cana-3471	93	29	end	end	NOUN
cana-3471	93	30	processing	processing	NOUN
cana-3471	93	31	.	.	PUNCT
cana-3471	94	1	the	the	DET
cana-3471	94	2	simulation	simulation	NOUN
cana-3471	94	3	is	be	AUX
cana-3471	94	4	conducted	conduct	VERB
cana-3471	94	5	with	with	ADP
cana-3471	94	6	15	15	NUM
cana-3471	94	7	mobile	mobile	ADJ
cana-3471	94	8	nodes	node	NOUN
cana-3471	94	9	in	in	ADP
cana-3471	94	10	a	a	DET
cana-3471	94	11	wireless	wireless	ADJ
cana-3471	94	12	ad	ad	NOUN
cana-3471	94	13	hoc	hoc	X
cana-3471	94	14	network	network	NOUN
cana-3471	94	15	.	.	PUNCT
cana-3471	95	1	the	the	DET
cana-3471	95	2	aodv	aodv	NOUN
cana-3471	95	3	routing	routing	NOUN
cana-3471	95	4	protocol	protocol	NOUN
cana-3471	95	5	is	be	AUX
cana-3471	95	6	used	use	VERB
cana-3471	95	7	to	to	PART
cana-3471	95	8	establish	establish	VERB
cana-3471	95	9	paths	path	NOUN
cana-3471	95	10	between	between	ADP
cana-3471	95	11	the	the	DET
cana-3471	95	12	source	source	NOUN
cana-3471	95	13	and	and	CCONJ
cana-3471	95	14	destination	destination	NOUN
cana-3471	95	15	nodes	node	NOUN
cana-3471	95	16	,	,	PUNCT
cana-3471	95	17	which	which	PRON
cana-3471	95	18	are	be	AUX
cana-3471	95	19	designated	designate	VERB
cana-3471	95	20	as	as	ADP
cana-3471	95	21	nodes	node	NOUN
cana-3471	95	22	0	0	NUM
cana-3471	95	23	and	and	CCONJ
cana-3471	95	24	7	7	NUM
cana-3471	95	25	,	,	PUNCT
cana-3471	95	26	respectively	respectively	ADV
cana-3471	95	27	.	.	PUNCT
cana-3471	96	1	the	the	DET
cana-3471	96	2	source	source	NOUN
cana-3471	96	3	node	node	NOUN
cana-3471	96	4	floods	flood	VERB
cana-3471	96	5	the	the	DET
cana-3471	96	6	network	network	NOUN
cana-3471	96	7	with	with	ADP
cana-3471	96	8	route	route	NOUN
cana-3471	96	9	request	request	NOUN
cana-3471	96	10	packets	packet	NOUN
cana-3471	96	11	to	to	PART
cana-3471	96	12	establish	establish	VERB
cana-3471	96	13	a	a	DET
cana-3471	96	14	path	path	NOUN
cana-3471	96	15	to	to	ADP
cana-3471	96	16	the	the	DET
cana-3471	96	17	destination	destination	NOUN
cana-3471	96	18	.	.	PUNCT
cana-3471	97	1	the	the	DET
cana-3471	97	2	network	network	NOUN
cana-3471	97	3	setup	setup	NOUN
cana-3471	97	4	follows	follow	VERB
cana-3471	97	5	a	a	DET
cana-3471	97	6	reactive	reactive	ADJ
cana-3471	97	7	routing	routing	NOUN
cana-3471	97	8	approach	approach	NOUN
cana-3471	97	9	where	where	SCONJ
cana-3471	97	10	route	route	NOUN
cana-3471	97	11	request	request	NOUN
cana-3471	97	12	(	(	PUNCT
cana-3471	97	13	rreq	rreq	NOUN
cana-3471	97	14	)	)	PUNCT
cana-3471	97	15	packets	packet	NOUN
cana-3471	97	16	are	be	AUX
cana-3471	97	17	broadcasted	broadcast	VERB
cana-3471	97	18	by	by	ADP
cana-3471	97	19	the	the	DET
cana-3471	97	20	source	source	NOUN
cana-3471	97	21	node	node	NOUN
cana-3471	97	22	.	.	PUNCT
cana-3471	98	1	nodes	node	NOUN
cana-3471	98	2	that	that	PRON
cana-3471	98	3	are	be	AUX
cana-3471	98	4	closest	close	ADJ
cana-3471	98	5	to	to	ADP
cana-3471	98	6	the	the	DET
cana-3471	98	7	destination	destination	NOUN
cana-3471	98	8	reply	reply	NOUN
cana-3471	98	9	with	with	ADP
cana-3471	98	10	a	a	DET
cana-3471	98	11	route	route	NOUN
cana-3471	98	12	reply	reply	NOUN
cana-3471	98	13	(	(	PUNCT
cana-3471	98	14	rrep	rrep	NOUN
cana-3471	98	15	)	)	PUNCT
cana-3471	98	16	packet	packet	NOUN
cana-3471	98	17	.	.	PUNCT
cana-3471	99	1	the	the	DET
cana-3471	99	2	source	source	NOUN
cana-3471	99	3	node	node	NOUN
cana-3471	99	4	determines	determine	VERB
cana-3471	99	5	the	the	DET
cana-3471	99	6	best	good	ADJ
cana-3471	99	7	route	route	NOUN
cana-3471	99	8	based	base	VERB
cana-3471	99	9	on	on	ADP
cana-3471	99	10	the	the	DET
cana-3471	99	11	hop	hop	NOUN
cana-3471	99	12	count	count	NOUN
cana-3471	99	13	and	and	CCONJ
cana-3471	99	14	sequence	sequence	NOUN
cana-3471	99	15	number	number	NOUN
cana-3471	99	16	,	,	PUNCT
cana-3471	99	17	with	with	ADP
cana-3471	99	18	a	a	DET
cana-3471	99	19	lower	low	ADJ
cana-3471	99	20	hop	hop	NOUN
cana-3471	99	21	count	count	NOUN
cana-3471	99	22	and	and	CCONJ
cana-3471	99	23	higher	high	ADJ
cana-3471	99	24	sequence	sequence	NOUN
cana-3471	99	25	number	number	NOUN
cana-3471	99	26	indicating	indicate	VERB
cana-3471	99	27	a	a	DET
cana-3471	99	28	more	more	ADV
cana-3471	99	29	reliable	reliable	ADJ
cana-3471	99	30	path	path	NOUN
cana-3471	99	31	.	.	PUNCT
cana-3471	100	1	4.1	4.1	NUM
cana-3471	100	2	simulation	simulation	NOUN
cana-3471	100	3	of	of	ADP
cana-3471	100	4	black	black	ADJ
cana-3471	100	5	hole	hole	NOUN
cana-3471	100	6	attack	attack	NOUN
cana-3471	100	7	to	to	PART
cana-3471	100	8	simulate	simulate	VERB
cana-3471	100	9	a	a	DET
cana-3471	100	10	black	black	ADJ
cana-3471	100	11	hole	hole	NOUN
cana-3471	100	12	attack	attack	NOUN
cana-3471	100	13	,	,	PUNCT
cana-3471	100	14	two	two	NUM
cana-3471	100	15	nodes	node	NOUN
cana-3471	100	16	are	be	AUX
cana-3471	100	17	designated	designate	VERB
cana-3471	100	18	as	as	ADP
cana-3471	100	19	malicious	malicious	ADJ
cana-3471	100	20	.	.	PUNCT
cana-3471	101	1	these	these	DET
cana-3471	101	2	nodes	node	NOUN
cana-3471	101	3	exploit	exploit	VERB
cana-3471	101	4	the	the	DET
cana-3471	101	5	reactive	reactive	ADJ
cana-3471	101	6	nature	nature	NOUN
cana-3471	101	7	of	of	ADP
cana-3471	101	8	the	the	DET
cana-3471	101	9	aodv	aodv	NOUN
cana-3471	101	10	protocol	protocol	NOUN
cana-3471	101	11	by	by	ADP
cana-3471	101	12	responding	respond	VERB
cana-3471	101	13	to	to	ADP
cana-3471	101	14	route	route	NOUN
cana-3471	101	15	requests	request	NOUN
cana-3471	101	16	with	with	ADP
cana-3471	101	17	false	false	ADJ
cana-3471	101	18	information	information	NOUN
cana-3471	101	19	,	,	PUNCT
cana-3471	101	20	such	such	ADJ
cana-3471	101	21	as	as	ADP
cana-3471	101	22	the	the	DET
cana-3471	101	23	highest	high	ADJ
cana-3471	101	24	sequence	sequence	NOUN
cana-3471	101	25	number	number	NOUN
cana-3471	101	26	and	and	CCONJ
cana-3471	101	27	the	the	DET
cana-3471	101	28	shortest	short	ADJ
cana-3471	101	29	hop	hop	NOUN
cana-3471	101	30	count	count	NOUN
cana-3471	101	31	,	,	PUNCT
cana-3471	101	32	to	to	PART
cana-3471	101	33	attract	attract	VERB
cana-3471	101	34	the	the	DET
cana-3471	101	35	source	source	NOUN
cana-3471	101	36	node	node	NOUN
cana-3471	101	37	's	's	PART
cana-3471	101	38	traffic	traffic	NOUN
cana-3471	101	39	.	.	PUNCT
cana-3471	102	1	algorithm	algorithm	PROPN
cana-3471	102	2	1	1	NUM
cana-3471	102	3	:	:	PUNCT
cana-3471	102	4	creating	create	VERB
cana-3471	102	5	a	a	DET
cana-3471	102	6	black	black	ADJ
cana-3471	102	7	hole	hole	NOUN
cana-3471	102	8	node	node	NOUN
cana-3471	102	9	1	1	NUM
cana-3471	102	10	.	.	PUNCT
cana-3471	102	11	initialize	initialize	VERB
cana-3471	102	12	black	black	ADJ
cana-3471	102	13	hole	hole	NOUN
cana-3471	102	14	node	node	NOUN
cana-3471	102	15	:	:	PUNCT
cana-3471	102	16	o	o	NOUN
cana-3471	102	17	set	set	VERB
cana-3471	102	18	blackholemode	blackholemode	NOUN
cana-3471	102	19	to	to	ADP
cana-3471	102	20	false	false	ADJ
cana-3471	102	21	.	.	PUNCT
cana-3471	103	1	2	2	X
cana-3471	103	2	.	.	X
cana-3471	103	3	listen	listen	VERB
cana-3471	103	4	for	for	ADP
cana-3471	103	5	incoming	incoming	ADJ
cana-3471	103	6	packets	packet	NOUN
cana-3471	103	7	:	:	PUNCT
cana-3471	103	8	o	o	NOUN
cana-3471	103	9	upon	upon	SCONJ
cana-3471	103	10	receiving	receive	VERB
cana-3471	103	11	a	a	DET
cana-3471	103	12	packet	packet	NOUN
cana-3471	103	13	:	:	PUNCT
cana-3471	103	14	▪	▪	NOUN
cana-3471	103	15	if	if	SCONJ
cana-3471	103	16	blackholemode	blackholemode	NOUN
cana-3471	103	17	is	be	AUX
cana-3471	103	18	true	true	ADJ
cana-3471	103	19	,	,	PUNCT
cana-3471	103	20	silently	silently	ADV
cana-3471	103	21	drop	drop	VERB
cana-3471	103	22	the	the	DET
cana-3471	103	23	packet	packet	NOUN
cana-3471	103	24	.	.	PUNCT
cana-3471	104	1	▪	▪	NOUN
cana-3471	104	2	otherwise	otherwise	ADV
cana-3471	104	3	,	,	PUNCT
cana-3471	104	4	process	process	VERB
cana-3471	104	5	the	the	DET
cana-3471	104	6	packet	packet	NOUN
cana-3471	104	7	normally	normally	ADV
cana-3471	104	8	.	.	PUNCT
cana-3471	105	1	3	3	X
cana-3471	105	2	.	.	X
cana-3471	105	3	trigger	trigger	NOUN
cana-3471	105	4	black	black	ADJ
cana-3471	105	5	hole	hole	NOUN
cana-3471	105	6	behavior	behavior	NOUN
cana-3471	105	7	:	:	PUNCT
cana-3471	106	1	o	o	X
cana-3471	106	2	upon	upon	SCONJ
cana-3471	106	3	a	a	DET
cana-3471	106	4	specific	specific	ADJ
cana-3471	106	5	event	event	NOUN
cana-3471	106	6	,	,	PUNCT
cana-3471	106	7	set	set	VERB
cana-3471	106	8	blackholemode	blackholemode	NOUN
cana-3471	106	9	to	to	ADP
cana-3471	106	10	true	true	ADJ
cana-3471	106	11	.	.	PUNCT
cana-3471	107	1	4	4	X
cana-3471	107	2	.	.	X
cana-3471	107	3	simulate	simulate	VERB
cana-3471	107	4	black	black	ADJ
cana-3471	107	5	hole	hole	NOUN
cana-3471	107	6	behavior	behavior	NOUN
cana-3471	107	7	:	:	PUNCT
cana-3471	107	8	o	o	X
cana-3471	107	9	if	if	SCONJ
cana-3471	107	10	blackholemode	blackholemode	NOUN
cana-3471	107	11	is	be	AUX
cana-3471	107	12	true	true	ADJ
cana-3471	107	13	,	,	PUNCT
cana-3471	107	14	continuously	continuously	ADV
cana-3471	107	15	drop	drop	VERB
cana-3471	107	16	all	all	DET
cana-3471	107	17	incoming	incoming	ADJ
cana-3471	107	18	packets	packet	NOUN
cana-3471	107	19	.	.	PUNCT
cana-3471	108	1	the	the	DET
cana-3471	108	2	attack	attack	NOUN
cana-3471	108	3	is	be	AUX
cana-3471	108	4	initiated	initiate	VERB
cana-3471	108	5	by	by	ADP
cana-3471	108	6	malicious	malicious	ADJ
cana-3471	108	7	nodes	node	NOUN
cana-3471	108	8	that	that	PRON
cana-3471	108	9	send	send	VERB
cana-3471	108	10	false	false	ADJ
cana-3471	108	11	route	route	NOUN
cana-3471	108	12	reply	reply	NOUN
cana-3471	108	13	packets	packet	NOUN
cana-3471	108	14	with	with	ADP
cana-3471	108	15	a	a	DET
cana-3471	108	16	higher	high	ADJ
cana-3471	108	17	sequence	sequence	NOUN
cana-3471	108	18	number	number	NOUN
cana-3471	108	19	and	and	CCONJ
cana-3471	108	20	lower	low	ADJ
cana-3471	108	21	hop	hop	NOUN
cana-3471	108	22	count	count	NOUN
cana-3471	108	23	,	,	PUNCT
cana-3471	108	24	thereby	thereby	ADV
cana-3471	108	25	directing	direct	VERB
cana-3471	108	26	data	datum	NOUN
cana-3471	108	27	traffic	traffic	NOUN
cana-3471	108	28	through	through	ADP
cana-3471	108	29	the	the	DET
cana-3471	108	30	malicious	malicious	ADJ
cana-3471	108	31	nodes	node	NOUN
cana-3471	108	32	.	.	PUNCT
cana-3471	109	1	communications	communication	NOUN
cana-3471	109	2	on	on	ADP
cana-3471	109	3	applied	apply	VERB
cana-3471	109	4	nonlinear	nonlinear	ADJ
cana-3471	109	5	analysis	analysis	NOUN
cana-3471	109	6	issn	issn	NOUN
cana-3471	109	7	:	:	PUNCT
cana-3471	109	8	1074	1074	NUM
cana-3471	109	9	-	-	PUNCT
cana-3471	109	10	133x	133x	NUM
cana-3471	109	11	vol	vol	NOUN
cana-3471	109	12	32	32	NUM
cana-3471	109	13	no	no	NOUN
cana-3471	109	14	.	.	PUNCT
cana-3471	110	1	7s	7	NOUN
cana-3471	110	2	(	(	PUNCT
cana-3471	110	3	2025	2025	NUM
cana-3471	110	4	)	)	PUNCT
cana-3471	110	5	646	646	NUM
cana-3471	110	6	https://internationalpubls.com	https://internationalpubls.com	SYM
cana-3471	110	7	4.2	4.2	NUM
cana-3471	110	8	identification	identification	NOUN
cana-3471	110	9	of	of	ADP
cana-3471	110	10	malicious	malicious	ADJ
cana-3471	110	11	nodes	node	NOUN
cana-3471	110	12	to	to	PART
cana-3471	110	13	detect	detect	VERB
cana-3471	110	14	the	the	DET
cana-3471	110	15	malicious	malicious	ADJ
cana-3471	110	16	nodes	node	NOUN
cana-3471	110	17	,	,	PUNCT
cana-3471	110	18	we	we	PRON
cana-3471	110	19	employ	employ	VERB
cana-3471	110	20	a	a	DET
cana-3471	110	21	mechanism	mechanism	NOUN
cana-3471	110	22	that	that	PRON
cana-3471	110	23	involves	involve	VERB
cana-3471	110	24	monitoring	monitor	VERB
cana-3471	110	25	node	node	ADJ
cana-3471	110	26	behaviors	behavior	NOUN
cana-3471	110	27	and	and	CCONJ
cana-3471	110	28	identifying	identify	VERB
cana-3471	110	29	those	those	PRON
cana-3471	110	30	that	that	PRON
cana-3471	110	31	drop	drop	VERB
cana-3471	110	32	packets	packet	NOUN
cana-3471	110	33	instead	instead	ADV
cana-3471	110	34	of	of	ADP
cana-3471	110	35	forwarding	forward	VERB
cana-3471	110	36	them	they	PRON
cana-3471	110	37	.	.	PUNCT
cana-3471	111	1	this	this	DET
cana-3471	111	2	behavior	behavior	NOUN
cana-3471	111	3	is	be	AUX
cana-3471	111	4	indicative	indicative	ADJ
cana-3471	111	5	of	of	ADP
cana-3471	111	6	a	a	DET
cana-3471	111	7	black	black	ADJ
cana-3471	111	8	hole	hole	NOUN
cana-3471	111	9	attack	attack	NOUN
cana-3471	111	10	.	.	PUNCT
cana-3471	112	1	algorithm	algorithm	NOUN
cana-3471	112	2	2	2	NUM
cana-3471	112	3	:	:	PUNCT
cana-3471	112	4	identification	identification	NOUN
cana-3471	112	5	of	of	ADP
cana-3471	112	6	malicious	malicious	ADJ
cana-3471	112	7	node	node	NOUN
cana-3471	112	8	1	1	NUM
cana-3471	112	9	.	.	PUNCT
cana-3471	112	10	initialize	initialize	VERB
cana-3471	112	11	the	the	DET
cana-3471	112	12	network	network	NOUN
cana-3471	112	13	with	with	ADP
cana-3471	112	14	nodes	node	NOUN
cana-3471	112	15	and	and	CCONJ
cana-3471	112	16	basic	basic	ADJ
cana-3471	112	17	parameters	parameter	NOUN
cana-3471	112	18	.	.	PUNCT
cana-3471	113	1	2	2	X
cana-3471	113	2	.	.	X
cana-3471	113	3	simulation	simulation	NOUN
cana-3471	113	4	loop	loop	PROPN
cana-3471	113	5	:	:	PUNCT
cana-3471	113	6	o	o	NOUN
cana-3471	113	7	for	for	ADP
cana-3471	113	8	each	each	DET
cana-3471	113	9	time	time	NOUN
cana-3471	113	10	step	step	NOUN
cana-3471	113	11	:	:	PUNCT
cana-3471	113	12	▪	▪	ADJ
cana-3471	113	13	nodes	node	NOUN
cana-3471	113	14	send	send	VERB
cana-3471	113	15	data	datum	NOUN
cana-3471	113	16	packets	packet	NOUN
cana-3471	113	17	to	to	ADP
cana-3471	113	18	their	their	PRON
cana-3471	113	19	intended	intend	VERB
cana-3471	113	20	destinations	destination	NOUN
cana-3471	113	21	.	.	PUNCT
cana-3471	114	1	▪	▪	X
cana-3471	114	2	monitor	monitor	VERB
cana-3471	114	3	each	each	DET
cana-3471	114	4	node	node	NOUN
cana-3471	114	5	’s	’s	PART
cana-3471	114	6	behavior	behavior	NOUN
cana-3471	114	7	:	:	PUNCT
cana-3471	114	8	▪	▪	X
cana-3471	114	9	count	count	NOUN
cana-3471	114	10	packets	packet	NOUN
cana-3471	114	11	sent	send	VERB
cana-3471	114	12	and	and	CCONJ
cana-3471	114	13	received	receive	VERB
cana-3471	114	14	by	by	ADP
cana-3471	114	15	each	each	DET
cana-3471	114	16	node	node	NOUN
cana-3471	114	17	.	.	PUNCT
cana-3471	115	1	▪	▪	NOUN
cana-3471	115	2	verify	verify	VERB
cana-3471	115	3	whether	whether	SCONJ
cana-3471	115	4	nodes	node	NOUN
cana-3471	115	5	are	be	AUX
cana-3471	115	6	forwarding	forward	VERB
cana-3471	115	7	received	receive	VERB
cana-3471	115	8	packets	packet	NOUN
cana-3471	115	9	.	.	PUNCT
cana-3471	116	1	3	3	X
cana-3471	116	2	.	.	X
cana-3471	116	3	identify	identify	VERB
cana-3471	116	4	potential	potential	ADJ
cana-3471	116	5	black	black	ADJ
cana-3471	116	6	hole	hole	NOUN
cana-3471	116	7	nodes	nod	VERB
cana-3471	116	8	:	:	PUNCT
cana-3471	116	9	o	o	NOUN
cana-3471	116	10	a	a	DET
cana-3471	116	11	node	node	NOUN
cana-3471	116	12	is	be	AUX
cana-3471	116	13	considered	consider	VERB
cana-3471	116	14	malicious	malicious	ADJ
cana-3471	116	15	if	if	SCONJ
cana-3471	116	16	it	it	PRON
cana-3471	116	17	receives	receive	VERB
cana-3471	116	18	packets	packet	NOUN
cana-3471	116	19	but	but	CCONJ
cana-3471	116	20	does	do	AUX
cana-3471	116	21	not	not	PART
cana-3471	116	22	forward	forward	VERB
cana-3471	116	23	them	they	PRON
cana-3471	116	24	.	.	PUNCT
cana-3471	117	1	4	4	X
cana-3471	117	2	.	.	X
cana-3471	117	3	reporting	report	VERB
cana-3471	117	4	:	:	PUNCT
cana-3471	117	5	o	o	NOUN
cana-3471	117	6	output	output	NOUN
cana-3471	117	7	identified	identify	VERB
cana-3471	117	8	black	black	ADJ
cana-3471	117	9	hole	hole	NOUN
cana-3471	117	10	nodes	node	NOUN
cana-3471	117	11	for	for	ADP
cana-3471	117	12	further	further	ADJ
cana-3471	117	13	analysis	analysis	NOUN
cana-3471	117	14	.	.	PUNCT
cana-3471	118	1	in	in	ADP
cana-3471	118	2	the	the	DET
cana-3471	118	3	simulation	simulation	NOUN
cana-3471	118	4	,	,	PUNCT
cana-3471	118	5	whenever	whenever	SCONJ
cana-3471	118	6	a	a	DET
cana-3471	118	7	malicious	malicious	ADJ
cana-3471	118	8	node	node	NOUN
cana-3471	118	9	responds	respond	VERB
cana-3471	118	10	with	with	ADP
cana-3471	118	11	false	false	ADJ
cana-3471	118	12	information	information	NOUN
cana-3471	118	13	,	,	PUNCT
cana-3471	118	14	it	it	PRON
cana-3471	118	15	is	be	AUX
cana-3471	118	16	marked	mark	VERB
cana-3471	118	17	as	as	ADP
cana-3471	118	18	malicious	malicious	ADJ
cana-3471	118	19	,	,	PUNCT
cana-3471	118	20	and	and	CCONJ
cana-3471	118	21	the	the	DET
cana-3471	118	22	network	network	NOUN
cana-3471	118	23	is	be	AUX
cana-3471	118	24	alerted	alert	VERB
cana-3471	118	25	.	.	PUNCT
cana-3471	119	1	4.3	4.3	NUM
cana-3471	119	2	notification	notification	NOUN
cana-3471	119	3	of	of	ADP
cana-3471	119	4	malicious	malicious	ADJ
cana-3471	119	5	nodes	node	NOUN
cana-3471	119	6	once	once	ADV
cana-3471	119	7	malicious	malicious	ADJ
cana-3471	119	8	nodes	node	NOUN
cana-3471	119	9	are	be	AUX
cana-3471	119	10	identified	identify	VERB
cana-3471	119	11	,	,	PUNCT
cana-3471	119	12	it	it	PRON
cana-3471	119	13	is	be	AUX
cana-3471	119	14	essential	essential	ADJ
cana-3471	119	15	to	to	PART
cana-3471	119	16	notify	notify	VERB
cana-3471	119	17	the	the	DET
cana-3471	119	18	entire	entire	ADJ
cana-3471	119	19	network	network	NOUN
cana-3471	119	20	to	to	PART
cana-3471	119	21	prevent	prevent	VERB
cana-3471	119	22	further	further	ADJ
cana-3471	119	23	damage	damage	NOUN
cana-3471	119	24	.	.	PUNCT
cana-3471	120	1	an	an	DET
cana-3471	120	2	alert	alert	ADJ
cana-3471	120	3	message	message	NOUN
cana-3471	120	4	is	be	AUX
cana-3471	120	5	generated	generate	VERB
cana-3471	120	6	and	and	CCONJ
cana-3471	120	7	broadcast	broadcast	VERB
cana-3471	120	8	to	to	ADP
cana-3471	120	9	all	all	DET
cana-3471	120	10	neighboring	neighboring	NOUN
cana-3471	120	11	nodes	node	NOUN
cana-3471	120	12	,	,	PUNCT
cana-3471	120	13	excluding	exclude	VERB
cana-3471	120	14	the	the	DET
cana-3471	120	15	malicious	malicious	ADJ
cana-3471	120	16	nodes	node	NOUN
cana-3471	120	17	.	.	PUNCT
cana-3471	121	1	this	this	DET
cana-3471	121	2	alert	alert	NOUN
cana-3471	121	3	informs	inform	VERB
cana-3471	121	4	the	the	DET
cana-3471	121	5	network	network	NOUN
cana-3471	121	6	of	of	ADP
cana-3471	121	7	the	the	DET
cana-3471	121	8	presence	presence	NOUN
cana-3471	121	9	of	of	ADP
cana-3471	121	10	black	black	ADJ
cana-3471	121	11	hole	hole	NOUN
cana-3471	121	12	nodes	node	NOUN
cana-3471	121	13	and	and	CCONJ
cana-3471	121	14	enables	enable	VERB
cana-3471	121	15	prompt	prompt	ADJ
cana-3471	121	16	corrective	corrective	ADJ
cana-3471	121	17	action	action	NOUN
cana-3471	121	18	.	.	PUNCT
cana-3471	122	1	the	the	DET
cana-3471	122	2	broadcast	broadcast	NOUN
cana-3471	122	3	mechanism	mechanism	NOUN
cana-3471	122	4	ensures	ensure	VERB
cana-3471	122	5	that	that	SCONJ
cana-3471	122	6	the	the	DET
cana-3471	122	7	alert	alert	ADJ
cana-3471	122	8	message	message	NOUN
cana-3471	122	9	is	be	AUX
cana-3471	122	10	received	receive	VERB
cana-3471	122	11	by	by	ADP
cana-3471	122	12	all	all	DET
cana-3471	122	13	unaffected	unaffected	ADJ
cana-3471	122	14	nodes	node	NOUN
cana-3471	122	15	,	,	PUNCT
cana-3471	122	16	maintaining	maintain	VERB
cana-3471	122	17	network	network	NOUN
cana-3471	122	18	integrity	integrity	NOUN
cana-3471	122	19	and	and	CCONJ
cana-3471	122	20	preventing	prevent	VERB
cana-3471	122	21	malicious	malicious	ADJ
cana-3471	122	22	nodes	node	NOUN
cana-3471	122	23	from	from	ADP
cana-3471	122	24	intercepting	intercept	VERB
cana-3471	122	25	or	or	CCONJ
cana-3471	122	26	tampering	tamper	VERB
cana-3471	122	27	with	with	ADP
cana-3471	122	28	the	the	DET
cana-3471	122	29	message	message	NOUN
cana-3471	122	30	.	.	PUNCT
cana-3471	123	1	after	after	SCONJ
cana-3471	123	2	the	the	DET
cana-3471	123	3	alert	alert	NOUN
cana-3471	123	4	is	be	AUX
cana-3471	123	5	received	receive	VERB
cana-3471	123	6	,	,	PUNCT
cana-3471	123	7	the	the	DET
cana-3471	123	8	network	network	NOUN
cana-3471	123	9	undergoes	undergo	VERB
cana-3471	123	10	a	a	DET
cana-3471	123	11	restoration	restoration	NOUN
cana-3471	123	12	process	process	NOUN
cana-3471	123	13	to	to	PART
cana-3471	123	14	re	re	VERB
cana-3471	123	15	-	-	VERB
cana-3471	123	16	establish	establish	VERB
cana-3471	123	17	secure	secure	ADJ
cana-3471	123	18	communication	communication	NOUN
cana-3471	123	19	paths	path	NOUN
cana-3471	123	20	,	,	PUNCT
cana-3471	123	21	isolate	isolate	VERB
cana-3471	123	22	the	the	DET
cana-3471	123	23	malicious	malicious	ADJ
cana-3471	123	24	nodes	node	NOUN
cana-3471	123	25	,	,	PUNCT
cana-3471	123	26	and	and	CCONJ
cana-3471	123	27	resume	resume	VERB
cana-3471	123	28	regular	regular	ADJ
cana-3471	123	29	operations	operation	NOUN
cana-3471	123	30	.	.	PUNCT
cana-3471	124	1	4.4	4.4	NUM
cana-3471	124	2	performance	performance	NOUN
cana-3471	124	3	evaluation	evaluation	NOUN
cana-3471	124	4	the	the	DET
cana-3471	124	5	performance	performance	NOUN
cana-3471	124	6	of	of	ADP
cana-3471	124	7	the	the	DET
cana-3471	124	8	proposed	propose	VERB
cana-3471	124	9	countermeasure	countermeasure	NOUN
cana-3471	124	10	is	be	AUX
cana-3471	124	11	evaluated	evaluate	VERB
cana-3471	124	12	by	by	ADP
cana-3471	124	13	examining	examine	VERB
cana-3471	124	14	key	key	ADJ
cana-3471	124	15	network	network	NOUN
cana-3471	124	16	metrics	metric	NOUN
cana-3471	124	17	such	such	ADJ
cana-3471	124	18	as	as	ADP
cana-3471	124	19	delay	delay	NOUN
cana-3471	124	20	,	,	PUNCT
cana-3471	124	21	throughput	throughput	NOUN
cana-3471	124	22	,	,	PUNCT
cana-3471	124	23	and	and	CCONJ
cana-3471	124	24	packet	packet	NOUN
cana-3471	124	25	loss	loss	NOUN
cana-3471	124	26	under	under	ADP
cana-3471	124	27	different	different	ADJ
cana-3471	124	28	attack	attack	NOUN
cana-3471	124	29	scenarios	scenario	NOUN
cana-3471	124	30	.	.	PUNCT
cana-3471	125	1	a	a	DET
cana-3471	125	2	black	black	ADJ
cana-3471	125	3	hole	hole	NOUN
cana-3471	125	4	attack	attack	NOUN
cana-3471	125	5	typically	typically	ADV
cana-3471	125	6	communications	communication	VERB
cana-3471	125	7	on	on	ADP
cana-3471	125	8	applied	apply	VERB
cana-3471	125	9	nonlinear	nonlinear	ADJ
cana-3471	125	10	analysis	analysis	NOUN
cana-3471	125	11	issn	issn	NOUN
cana-3471	125	12	:	:	PUNCT
cana-3471	125	13	1074	1074	NUM
cana-3471	125	14	-	-	PUNCT
cana-3471	125	15	133x	133x	NUM
cana-3471	125	16	vol	vol	NOUN
cana-3471	125	17	32	32	NUM
cana-3471	125	18	no	no	NOUN
cana-3471	125	19	.	.	PUNCT
cana-3471	126	1	7s	7	NOUN
cana-3471	126	2	(	(	PUNCT
cana-3471	126	3	2025	2025	NUM
cana-3471	126	4	)	)	PUNCT
cana-3471	126	5	647	647	NUM
cana-3471	126	6	https://internationalpubls.com	https://internationalpubls.com	PRON
cana-3471	126	7	leads	lead	VERB
cana-3471	126	8	to	to	ADP
cana-3471	126	9	increased	increase	VERB
cana-3471	126	10	delay	delay	NOUN
cana-3471	126	11	,	,	PUNCT
cana-3471	126	12	reduced	reduce	VERB
cana-3471	126	13	throughput	throughput	NOUN
cana-3471	126	14	,	,	PUNCT
cana-3471	126	15	and	and	CCONJ
cana-3471	126	16	higher	high	ADJ
cana-3471	126	17	packet	packet	NOUN
cana-3471	126	18	loss	loss	NOUN
cana-3471	126	19	,	,	PUNCT
cana-3471	126	20	which	which	PRON
cana-3471	126	21	degrade	degrade	VERB
cana-3471	126	22	the	the	DET
cana-3471	126	23	overall	overall	ADJ
cana-3471	126	24	network	network	NOUN
cana-3471	126	25	performance	performance	NOUN
cana-3471	126	26	.	.	PUNCT
cana-3471	127	1	key	key	ADJ
cana-3471	127	2	metrics	metric	NOUN
cana-3471	127	3	:	:	PUNCT
cana-3471	127	4	•	•	NUM
cana-3471	127	5	delay	delay	NOUN
cana-3471	127	6	:	:	PUNCT
cana-3471	127	7	increased	increase	VERB
cana-3471	127	8	delay	delay	NOUN
cana-3471	127	9	indicates	indicate	VERB
cana-3471	127	10	inefficient	inefficient	ADJ
cana-3471	127	11	routing	routing	NOUN
cana-3471	127	12	due	due	ADP
cana-3471	127	13	to	to	ADP
cana-3471	127	14	the	the	DET
cana-3471	127	15	presence	presence	NOUN
cana-3471	127	16	of	of	ADP
cana-3471	127	17	malicious	malicious	ADJ
cana-3471	127	18	nodes	node	NOUN
cana-3471	127	19	.	.	PUNCT
cana-3471	128	1	•	•	X
cana-3471	128	2	throughput	throughput	NOUN
cana-3471	128	3	:	:	PUNCT
cana-3471	128	4	reduced	reduce	VERB
cana-3471	128	5	throughput	throughput	NOUN
cana-3471	128	6	reflects	reflect	VERB
cana-3471	128	7	decreased	decrease	VERB
cana-3471	128	8	network	network	NOUN
cana-3471	128	9	capacity	capacity	NOUN
cana-3471	128	10	for	for	ADP
cana-3471	128	11	data	data	NOUN
cana-3471	128	12	transmission	transmission	NOUN
cana-3471	128	13	.	.	PUNCT
cana-3471	129	1	•	•	NOUN
cana-3471	129	2	packet	packet	NOUN
cana-3471	129	3	loss	loss	NOUN
cana-3471	129	4	:	:	PUNCT
cana-3471	129	5	higher	high	ADJ
cana-3471	129	6	packet	packet	NOUN
cana-3471	129	7	loss	loss	NOUN
cana-3471	129	8	indicates	indicate	VERB
cana-3471	129	9	loss	loss	NOUN
cana-3471	129	10	of	of	ADP
cana-3471	129	11	data	datum	NOUN
cana-3471	129	12	and	and	CCONJ
cana-3471	129	13	corruption	corruption	NOUN
cana-3471	129	14	due	due	ADP
cana-3471	129	15	to	to	ADP
cana-3471	129	16	the	the	DET
cana-3471	129	17	black	black	ADJ
cana-3471	129	18	hole	hole	NOUN
cana-3471	129	19	attack	attack	NOUN
cana-3471	129	20	.	.	PUNCT
cana-3471	130	1	5	5	X
cana-3471	130	2	.	.	X
cana-3471	130	3	results	result	VERB
cana-3471	130	4	analysis	analysis	NOUN
cana-3471	130	5	the	the	DET
cana-3471	130	6	performance	performance	NOUN
cana-3471	130	7	of	of	ADP
cana-3471	130	8	the	the	DET
cana-3471	130	9	proposed	propose	VERB
cana-3471	130	10	intrusion	intrusion	NOUN
cana-3471	130	11	detection	detection	NOUN
cana-3471	130	12	system	system	NOUN
cana-3471	130	13	(	(	PUNCT
cana-3471	130	14	ids	id	NOUN
cana-3471	130	15	)	)	PUNCT
cana-3471	130	16	was	be	AUX
cana-3471	130	17	evaluated	evaluate	VERB
cana-3471	130	18	using	use	VERB
cana-3471	130	19	simulation	simulation	NOUN
cana-3471	130	20	experiments	experiment	NOUN
cana-3471	130	21	on	on	ADP
cana-3471	130	22	the	the	DET
cana-3471	130	23	ns2	ns2	NOUN
cana-3471	130	24	platform	platform	NOUN
cana-3471	130	25	.	.	PUNCT
cana-3471	131	1	the	the	DET
cana-3471	131	2	experiments	experiment	NOUN
cana-3471	131	3	measured	measure	VERB
cana-3471	131	4	the	the	DET
cana-3471	131	5	system	system	NOUN
cana-3471	131	6	’s	’s	PART
cana-3471	131	7	effectiveness	effectiveness	NOUN
cana-3471	131	8	in	in	ADP
cana-3471	131	9	mitigating	mitigate	VERB
cana-3471	131	10	black	black	ADJ
cana-3471	131	11	hole	hole	NOUN
cana-3471	131	12	attacks	attack	NOUN
cana-3471	131	13	using	use	VERB
cana-3471	131	14	key	key	ADJ
cana-3471	131	15	performance	performance	NOUN
cana-3471	131	16	metrics	metric	NOUN
cana-3471	131	17	,	,	PUNCT
cana-3471	131	18	including	include	VERB
cana-3471	131	19	throughput	throughput	NOUN
cana-3471	131	20	,	,	PUNCT
cana-3471	131	21	packet	packet	NOUN
cana-3471	131	22	loss	loss	NOUN
cana-3471	131	23	,	,	PUNCT
cana-3471	131	24	and	and	CCONJ
cana-3471	131	25	end	end	NOUN
cana-3471	131	26	-	-	PUNCT
cana-3471	131	27	to	to	ADP
cana-3471	131	28	-	-	PUNCT
cana-3471	131	29	end	end	NOUN
cana-3471	131	30	delay	delay	NOUN
cana-3471	131	31	.	.	PUNCT
cana-3471	132	1	the	the	DET
cana-3471	132	2	results	result	NOUN
cana-3471	132	3	demonstrate	demonstrate	VERB
cana-3471	132	4	significant	significant	ADJ
cana-3471	132	5	improvements	improvement	NOUN
cana-3471	132	6	in	in	ADP
cana-3471	132	7	network	network	NOUN
cana-3471	132	8	reliability	reliability	NOUN
cana-3471	132	9	and	and	CCONJ
cana-3471	132	10	security	security	NOUN
cana-3471	132	11	when	when	SCONJ
cana-3471	132	12	the	the	DET
cana-3471	132	13	ids	ids	NOUN
cana-3471	132	14	is	be	AUX
cana-3471	132	15	deployed	deploy	VERB
cana-3471	132	16	.	.	PUNCT
cana-3471	133	1	1	1	X
cana-3471	133	2	.	.	X
cana-3471	133	3	throughput	throughput	NOUN
cana-3471	133	4	throughput	throughput	NOUN
cana-3471	133	5	,	,	PUNCT
cana-3471	133	6	measured	measure	VERB
cana-3471	133	7	as	as	ADP
cana-3471	133	8	the	the	DET
cana-3471	133	9	successful	successful	ADJ
cana-3471	133	10	delivery	delivery	NOUN
cana-3471	133	11	of	of	ADP
cana-3471	133	12	data	datum	NOUN
cana-3471	133	13	packets	packet	NOUN
cana-3471	133	14	,	,	PUNCT
cana-3471	133	15	showed	show	VERB
cana-3471	133	16	a	a	DET
cana-3471	133	17	marked	mark	VERB
cana-3471	133	18	improvement	improvement	NOUN
cana-3471	133	19	in	in	ADP
cana-3471	133	20	scenarios	scenario	NOUN
cana-3471	133	21	where	where	SCONJ
cana-3471	133	22	the	the	DET
cana-3471	133	23	ids	id	NOUN
cana-3471	133	24	was	be	AUX
cana-3471	133	25	active	active	ADJ
cana-3471	133	26	.	.	PUNCT
cana-3471	134	1	without	without	ADP
cana-3471	134	2	the	the	DET
cana-3471	134	3	ids	id	NOUN
cana-3471	134	4	,	,	PUNCT
cana-3471	134	5	throughput	throughput	NOUN
cana-3471	134	6	dropped	drop	VERB
cana-3471	134	7	significantly	significantly	ADV
cana-3471	134	8	due	due	ADP
cana-3471	134	9	to	to	ADP
cana-3471	134	10	packet	packet	NOUN
cana-3471	134	11	losses	loss	NOUN
cana-3471	134	12	caused	cause	VERB
cana-3471	134	13	by	by	ADP
cana-3471	134	14	malicious	malicious	ADJ
cana-3471	134	15	nodes	node	NOUN
cana-3471	134	16	.	.	PUNCT
cana-3471	135	1	in	in	ADP
cana-3471	135	2	contrast	contrast	NOUN
cana-3471	135	3	,	,	PUNCT
cana-3471	135	4	with	with	ADP
cana-3471	135	5	the	the	DET
cana-3471	135	6	ids	id	NOUN
cana-3471	135	7	operational	operational	ADJ
cana-3471	135	8	,	,	PUNCT
cana-3471	135	9	throughput	throughput	NOUN
cana-3471	135	10	was	be	AUX
cana-3471	135	11	restored	restore	VERB
cana-3471	135	12	to	to	ADP
cana-3471	135	13	near	near	ADJ
cana-3471	135	14	-	-	PUNCT
cana-3471	135	15	normal	normal	ADJ
cana-3471	135	16	levels	level	NOUN
cana-3471	135	17	as	as	SCONJ
cana-3471	135	18	the	the	DET
cana-3471	135	19	system	system	NOUN
cana-3471	135	20	successfully	successfully	ADV
cana-3471	135	21	isolated	isolate	VERB
cana-3471	135	22	black	black	ADJ
cana-3471	135	23	hole	hole	NOUN
cana-3471	135	24	nodes	node	NOUN
cana-3471	135	25	and	and	CCONJ
cana-3471	135	26	rerouted	reroute	VERB
cana-3471	135	27	traffic	traffic	NOUN
cana-3471	135	28	through	through	ADP
cana-3471	135	29	secure	secure	ADJ
cana-3471	135	30	paths	path	NOUN
cana-3471	135	31	.	.	PUNCT
cana-3471	136	1	2	2	X
cana-3471	136	2	.	.	X
cana-3471	136	3	packet	packet	NOUN
cana-3471	136	4	loss	loss	NOUN
cana-3471	136	5	packet	packet	NOUN
cana-3471	136	6	loss	loss	NOUN
cana-3471	136	7	analysis	analysis	NOUN
cana-3471	136	8	revealed	reveal	VERB
cana-3471	136	9	a	a	DET
cana-3471	136	10	substantial	substantial	ADJ
cana-3471	136	11	reduction	reduction	NOUN
cana-3471	136	12	in	in	ADP
cana-3471	136	13	lost	lose	VERB
cana-3471	136	14	packets	packet	NOUN
cana-3471	136	15	after	after	ADP
cana-3471	136	16	deploying	deploy	VERB
cana-3471	136	17	the	the	DET
cana-3471	136	18	ids	id	NOUN
cana-3471	136	19	.	.	PUNCT
cana-3471	137	1	in	in	ADP
cana-3471	137	2	the	the	DET
cana-3471	137	3	absence	absence	NOUN
cana-3471	137	4	of	of	ADP
cana-3471	137	5	the	the	DET
cana-3471	137	6	ids	id	NOUN
cana-3471	137	7	,	,	PUNCT
cana-3471	137	8	malicious	malicious	ADJ
cana-3471	137	9	nodes	node	NOUN
cana-3471	137	10	intercepted	intercept	VERB
cana-3471	137	11	and	and	CCONJ
cana-3471	137	12	dropped	drop	VERB
cana-3471	137	13	packets	packet	NOUN
cana-3471	137	14	,	,	PUNCT
cana-3471	137	15	resulting	result	VERB
cana-3471	137	16	in	in	ADP
cana-3471	137	17	high	high	ADJ
cana-3471	137	18	packet	packet	NOUN
cana-3471	137	19	loss	loss	NOUN
cana-3471	137	20	rates	rate	NOUN
cana-3471	137	21	.	.	PUNCT
cana-3471	138	1	the	the	DET
cana-3471	138	2	proposed	propose	VERB
cana-3471	138	3	system	system	NOUN
cana-3471	138	4	effectively	effectively	ADV
cana-3471	138	5	identified	identify	VERB
cana-3471	138	6	and	and	CCONJ
cana-3471	138	7	eliminated	eliminate	VERB
cana-3471	138	8	these	these	DET
cana-3471	138	9	nodes	node	NOUN
cana-3471	138	10	,	,	PUNCT
cana-3471	138	11	ensuring	ensure	VERB
cana-3471	138	12	that	that	SCONJ
cana-3471	138	13	packets	packet	NOUN
cana-3471	138	14	reached	reach	VERB
cana-3471	138	15	their	their	PRON
cana-3471	138	16	intended	intend	VERB
cana-3471	138	17	destinations	destination	NOUN
cana-3471	138	18	.	.	PUNCT
cana-3471	139	1	metric	metric	ADJ
cana-3471	139	2	without	without	ADP
cana-3471	139	3	ids	id	NOUN
cana-3471	139	4	with	with	ADP
cana-3471	139	5	ids	id	NOUN
cana-3471	139	6	packet	packet	NOUN
cana-3471	139	7	loss	loss	NOUN
cana-3471	139	8	(	(	PUNCT
cana-3471	139	9	%	%	NOUN
cana-3471	139	10	)	)	PUNCT
cana-3471	139	11	38.5	38.5	NUM
cana-3471	139	12	5.2	5.2	NUM
cana-3471	139	13	3	3	NUM
cana-3471	139	14	.	.	PUNCT
cana-3471	139	15	end	end	NOUN
cana-3471	139	16	-	-	PUNCT
cana-3471	139	17	to	to	ADP
cana-3471	139	18	-	-	PUNCT
cana-3471	139	19	end	end	NOUN
cana-3471	139	20	delay	delay	NOUN
cana-3471	139	21	end	end	NOUN
cana-3471	139	22	-	-	PUNCT
cana-3471	139	23	to	to	ADP
cana-3471	139	24	-	-	PUNCT
cana-3471	139	25	end	end	NOUN
cana-3471	139	26	delay	delay	NOUN
cana-3471	139	27	,	,	PUNCT
cana-3471	139	28	which	which	PRON
cana-3471	139	29	measures	measure	VERB
cana-3471	139	30	the	the	DET
cana-3471	139	31	time	time	NOUN
cana-3471	139	32	taken	take	VERB
cana-3471	139	33	for	for	ADP
cana-3471	139	34	packets	packet	NOUN
cana-3471	139	35	to	to	PART
cana-3471	139	36	travel	travel	VERB
cana-3471	139	37	from	from	ADP
cana-3471	139	38	the	the	DET
cana-3471	139	39	source	source	NOUN
cana-3471	139	40	to	to	ADP
cana-3471	139	41	the	the	DET
cana-3471	139	42	destination	destination	NOUN
cana-3471	139	43	,	,	PUNCT
cana-3471	139	44	also	also	ADV
cana-3471	139	45	showed	show	VERB
cana-3471	139	46	improvement	improvement	NOUN
cana-3471	139	47	with	with	ADP
cana-3471	139	48	the	the	DET
cana-3471	139	49	ids	id	NOUN
cana-3471	139	50	in	in	ADP
cana-3471	139	51	place	place	NOUN
cana-3471	139	52	.	.	PUNCT
cana-3471	140	1	while	while	SCONJ
cana-3471	140	2	delays	delay	NOUN
cana-3471	140	3	increased	increase	VERB
cana-3471	140	4	slightly	slightly	ADV
cana-3471	140	5	during	during	ADP
cana-3471	140	6	the	the	DET
cana-3471	140	7	detection	detection	NOUN
cana-3471	140	8	and	and	CCONJ
cana-3471	140	9	mitigation	mitigation	NOUN
cana-3471	140	10	processes	process	NOUN
cana-3471	140	11	,	,	PUNCT
cana-3471	140	12	the	the	DET
cana-3471	140	13	overall	overall	ADJ
cana-3471	140	14	delay	delay	NOUN
cana-3471	140	15	was	be	AUX
cana-3471	140	16	significantly	significantly	ADV
cana-3471	140	17	lower	low	ADJ
cana-3471	140	18	compared	compare	VERB
cana-3471	140	19	to	to	ADP
cana-3471	140	20	the	the	DET
cana-3471	140	21	scenario	scenario	NOUN
cana-3471	140	22	without	without	ADP
cana-3471	140	23	an	an	DET
cana-3471	140	24	ids	id	NOUN
cana-3471	140	25	,	,	PUNCT
cana-3471	140	26	where	where	SCONJ
cana-3471	140	27	packet	packet	NOUN
cana-3471	140	28	rerouting	rerouting	NOUN
cana-3471	140	29	caused	cause	VERB
cana-3471	140	30	prolonged	prolonged	ADJ
cana-3471	140	31	delays	delay	NOUN
cana-3471	140	32	.	.	PUNCT
cana-3471	141	1	4	4	X
cana-3471	141	2	.	.	NOUN
cana-3471	141	3	comparative	comparative	ADJ
cana-3471	141	4	analysis	analysis	NOUN
cana-3471	141	5	communications	communication	NOUN
cana-3471	141	6	on	on	ADP
cana-3471	141	7	applied	apply	VERB
cana-3471	141	8	nonlinear	nonlinear	ADJ
cana-3471	141	9	analysis	analysis	NOUN
cana-3471	141	10	issn	issn	NOUN
cana-3471	141	11	:	:	PUNCT
cana-3471	141	12	1074	1074	NUM
cana-3471	141	13	-	-	PUNCT
cana-3471	141	14	133x	133x	NUM
cana-3471	141	15	vol	vol	NOUN
cana-3471	141	16	32	32	NUM
cana-3471	141	17	no	no	NOUN
cana-3471	141	18	.	.	PUNCT
cana-3471	142	1	7s	7	NOUN
cana-3471	142	2	(	(	PUNCT
cana-3471	142	3	2025	2025	NUM
cana-3471	142	4	)	)	PUNCT
cana-3471	142	5	648	648	NUM
cana-3471	142	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3471	142	7	the	the	DET
cana-3471	142	8	following	follow	VERB
cana-3471	142	9	table	table	NOUN
cana-3471	142	10	summarizes	summarize	VERB
cana-3471	142	11	the	the	DET
cana-3471	142	12	performance	performance	NOUN
cana-3471	142	13	metrics	metric	NOUN
cana-3471	142	14	with	with	ADP
cana-3471	142	15	and	and	CCONJ
cana-3471	142	16	without	without	ADP
cana-3471	142	17	the	the	DET
cana-3471	142	18	ids	id	NOUN
cana-3471	142	19	:	:	PUNCT
cana-3471	142	20	performance	performance	NOUN
cana-3471	142	21	metric	metric	ADJ
cana-3471	142	22	without	without	ADP
cana-3471	142	23	ids	id	NOUN
cana-3471	142	24	with	with	ADP
cana-3471	142	25	ids	id	NOUN
cana-3471	142	26	improvement	improvement	NOUN
cana-3471	142	27	(	(	PUNCT
cana-3471	142	28	%	%	INTJ
cana-3471	142	29	)	)	PUNCT
cana-3471	142	30	throughput	throughput	NOUN
cana-3471	142	31	(	(	PUNCT
cana-3471	142	32	kbps	kbps	NOUN
cana-3471	142	33	)	)	PUNCT
cana-3471	142	34	125	125	NUM
cana-3471	142	35	350	350	NUM
cana-3471	142	36	180	180	NUM
cana-3471	142	37	%	%	NOUN
cana-3471	142	38	packet	packet	NOUN
cana-3471	142	39	loss	loss	NOUN
cana-3471	142	40	(	(	PUNCT
cana-3471	142	41	%	%	NOUN
cana-3471	142	42	)	)	PUNCT
cana-3471	142	43	38.5	38.5	NUM
cana-3471	142	44	5.2	5.2	NUM
cana-3471	142	45	86.5	86.5	NUM
cana-3471	142	46	%	%	NOUN
cana-3471	142	47	end	end	NOUN
cana-3471	142	48	-	-	PUNCT
cana-3471	142	49	to	to	ADP
cana-3471	142	50	-	-	PUNCT
cana-3471	142	51	end	end	NOUN
cana-3471	142	52	delay	delay	NOUN
cana-3471	142	53	(	(	PUNCT
cana-3471	142	54	ms	ms	NOUN
cana-3471	142	55	)	)	PUNCT
cana-3471	142	56	120	120	NUM
cana-3471	142	57	75	75	NUM
cana-3471	142	58	37.5	37.5	NUM
cana-3471	142	59	%	%	NOUN
cana-3471	142	60	5	5	NUM
cana-3471	142	61	.	.	PUNCT
cana-3471	143	1	observations	observation	NOUN
cana-3471	143	2	the	the	DET
cana-3471	143	3	ids	id	NOUN
cana-3471	143	4	demonstrated	demonstrate	VERB
cana-3471	143	5	strong	strong	ADJ
cana-3471	143	6	adaptability	adaptability	NOUN
cana-3471	143	7	to	to	ADP
cana-3471	143	8	evolving	evolve	VERB
cana-3471	143	9	black	black	ADJ
cana-3471	143	10	hole	hole	NOUN
cana-3471	143	11	attack	attack	NOUN
cana-3471	143	12	patterns	pattern	NOUN
cana-3471	143	13	,	,	PUNCT
cana-3471	143	14	ensuring	ensure	VERB
cana-3471	143	15	high	high	ADJ
cana-3471	143	16	accuracy	accuracy	NOUN
cana-3471	143	17	in	in	ADP
cana-3471	143	18	threat	threat	NOUN
cana-3471	143	19	detection	detection	NOUN
cana-3471	143	20	and	and	CCONJ
cana-3471	143	21	mitigation	mitigation	NOUN
cana-3471	143	22	.	.	PUNCT
cana-3471	144	1	the	the	DET
cana-3471	144	2	system	system	NOUN
cana-3471	144	3	's	's	PART
cana-3471	144	4	modular	modular	ADJ
cana-3471	144	5	architecture	architecture	NOUN
cana-3471	144	6	allowed	allow	VERB
cana-3471	144	7	efficient	efficient	ADJ
cana-3471	144	8	identification	identification	NOUN
cana-3471	144	9	and	and	CCONJ
cana-3471	144	10	isolation	isolation	NOUN
cana-3471	144	11	of	of	ADP
cana-3471	144	12	malicious	malicious	ADJ
cana-3471	144	13	nodes	node	NOUN
cana-3471	144	14	while	while	SCONJ
cana-3471	144	15	maintaining	maintain	VERB
cana-3471	144	16	the	the	DET
cana-3471	144	17	integrity	integrity	NOUN
cana-3471	144	18	and	and	CCONJ
cana-3471	144	19	continuity	continuity	NOUN
cana-3471	144	20	of	of	ADP
cana-3471	144	21	network	network	NOUN
cana-3471	144	22	operations	operation	NOUN
cana-3471	144	23	.	.	PUNCT
cana-3471	145	1	figure	figure	VERB
cana-3471	145	2	3&4	3&4	ADJ
cana-3471	145	3	showcasing	showcase	VERB
cana-3471	145	4	the	the	DET
cana-3471	145	5	throughput	throughput	NOUN
cana-3471	145	6	,	,	PUNCT
cana-3471	145	7	packet	packet	NOUN
cana-3471	145	8	loss	loss	NOUN
cana-3471	145	9	,	,	PUNCT
cana-3471	145	10	and	and	CCONJ
cana-3471	145	11	delay	delay	VERB
cana-3471	145	12	patterns	pattern	NOUN
cana-3471	145	13	under	under	ADP
cana-3471	145	14	different	different	ADJ
cana-3471	145	15	scenarios	scenario	NOUN
cana-3471	145	16	are	be	AUX
cana-3471	145	17	provided	provide	VERB
cana-3471	145	18	below	below	ADP
cana-3471	145	19	:	:	PUNCT
cana-3471	145	20	•	•	NUM
cana-3471	145	21	throughput	throughput	NOUN
cana-3471	145	22	comparison	comparison	NOUN
cana-3471	145	23	:	:	PUNCT
cana-3471	146	1	graph	graph	NOUN
cana-3471	146	2	illustrating	illustrate	VERB
cana-3471	146	3	significant	significant	ADJ
cana-3471	146	4	throughput	throughput	NOUN
cana-3471	146	5	recovery	recovery	NOUN
cana-3471	146	6	post	post	ADJ
cana-3471	146	7	-	-	ADJ
cana-3471	146	8	ids	ids	ADJ
cana-3471	146	9	deployment	deployment	NOUN
cana-3471	146	10	.	.	PUNCT
cana-3471	147	1	•	•	NOUN
cana-3471	147	2	packet	packet	NOUN
cana-3471	147	3	loss	loss	NOUN
cana-3471	147	4	trends	trend	NOUN
cana-3471	147	5	:	:	PUNCT
cana-3471	147	6	histogram	histogram	NOUN
cana-3471	147	7	showing	show	VERB
cana-3471	147	8	reduced	reduce	VERB
cana-3471	147	9	packet	packet	NOUN
cana-3471	147	10	losses	loss	NOUN
cana-3471	147	11	with	with	ADP
cana-3471	147	12	ids	id	NOUN
cana-3471	147	13	.	.	PUNCT
cana-3471	148	1	•	•	NUM
cana-3471	148	2	delay	delay	NOUN
cana-3471	148	3	analysis	analysis	NOUN
cana-3471	148	4	:	:	PUNCT
cana-3471	148	5	line	line	NOUN
cana-3471	148	6	chart	chart	NOUN
cana-3471	148	7	comparing	compare	VERB
cana-3471	148	8	end	end	NOUN
cana-3471	148	9	-	-	PUNCT
cana-3471	148	10	to	to	ADP
cana-3471	148	11	-	-	PUNCT
cana-3471	148	12	end	end	NOUN
cana-3471	148	13	delays	delay	NOUN
cana-3471	148	14	in	in	ADP
cana-3471	148	15	various	various	ADJ
cana-3471	148	16	scenarios	scenario	NOUN
cana-3471	148	17	.	.	PUNCT
cana-3471	149	1	the	the	DET
cana-3471	149	2	experimental	experimental	ADJ
cana-3471	149	3	results	result	NOUN
cana-3471	149	4	validate	validate	VERB
cana-3471	149	5	the	the	DET
cana-3471	149	6	proposed	propose	VERB
cana-3471	149	7	ids	id	NOUN
cana-3471	149	8	as	as	ADP
cana-3471	149	9	a	a	DET
cana-3471	149	10	robust	robust	ADJ
cana-3471	149	11	solution	solution	NOUN
cana-3471	149	12	for	for	ADP
cana-3471	149	13	mitigating	mitigate	VERB
cana-3471	149	14	black	black	ADJ
cana-3471	149	15	hole	hole	NOUN
cana-3471	149	16	attacks	attack	NOUN
cana-3471	149	17	in	in	ADP
cana-3471	149	18	wireless	wireless	ADJ
cana-3471	149	19	networks	network	NOUN
cana-3471	149	20	.	.	PUNCT
cana-3471	150	1	by	by	ADP
cana-3471	150	2	leveraging	leverage	VERB
cana-3471	150	3	real	real	ADJ
cana-3471	150	4	-	-	PUNCT
cana-3471	150	5	time	time	NOUN
cana-3471	150	6	monitoring	monitoring	NOUN
cana-3471	150	7	,	,	PUNCT
cana-3471	150	8	anomaly	anomaly	NOUN
cana-3471	150	9	detection	detection	NOUN
cana-3471	150	10	,	,	PUNCT
cana-3471	150	11	and	and	CCONJ
cana-3471	150	12	adaptive	adaptive	ADJ
cana-3471	150	13	learning	learning	NOUN
cana-3471	150	14	,	,	PUNCT
cana-3471	150	15	the	the	DET
cana-3471	150	16	system	system	NOUN
cana-3471	150	17	ensures	ensure	VERB
cana-3471	150	18	sustained	sustained	ADJ
cana-3471	150	19	network	network	NOUN
cana-3471	150	20	performance	performance	NOUN
cana-3471	150	21	under	under	ADP
cana-3471	150	22	adversarial	adversarial	ADJ
cana-3471	150	23	conditions	condition	NOUN
cana-3471	150	24	.	.	PUNCT
cana-3471	151	1	figure	figure	VERB
cana-3471	151	2	3	3	NUM
cana-3471	151	3	:	:	PUNCT
cana-3471	151	4	comparison	comparison	NOUN
cana-3471	151	5	of	of	ADP
cana-3471	151	6	performance	performance	NOUN
cana-3471	151	7	metrics	metric	NOUN
cana-3471	151	8	here	here	ADV
cana-3471	151	9	is	be	AUX
cana-3471	151	10	the	the	DET
cana-3471	151	11	line	line	NOUN
cana-3471	151	12	graph	graph	NOUN
cana-3471	151	13	showing	show	VERB
cana-3471	151	14	the	the	DET
cana-3471	151	15	comparison	comparison	NOUN
cana-3471	151	16	of	of	ADP
cana-3471	151	17	performance	performance	NOUN
cana-3471	151	18	metrics	metric	NOUN
cana-3471	151	19	with	with	ADP
cana-3471	151	20	and	and	CCONJ
cana-3471	151	21	without	without	ADP
cana-3471	151	22	the	the	DET
cana-3471	151	23	intrusion	intrusion	NOUN
cana-3471	151	24	detection	detection	NOUN
cana-3471	151	25	system	system	NOUN
cana-3471	151	26	(	(	PUNCT
cana-3471	151	27	ids	id	NOUN
cana-3471	151	28	)	)	PUNCT
cana-3471	151	29	.	.	PUNCT
cana-3471	152	1	the	the	DET
cana-3471	152	2	graph	graph	NOUN
cana-3471	152	3	illustrates	illustrate	VERB
cana-3471	152	4	:	:	PUNCT
cana-3471	152	5	communications	communication	NOUN
cana-3471	152	6	on	on	ADP
cana-3471	152	7	applied	apply	VERB
cana-3471	152	8	nonlinear	nonlinear	ADJ
cana-3471	152	9	analysis	analysis	NOUN
cana-3471	152	10	issn	issn	NOUN
cana-3471	152	11	:	:	PUNCT
cana-3471	152	12	1074	1074	NUM
cana-3471	152	13	-	-	PUNCT
cana-3471	152	14	133x	133x	NUM
cana-3471	152	15	vol	vol	NOUN
cana-3471	152	16	32	32	NUM
cana-3471	152	17	no	no	NOUN
cana-3471	152	18	.	.	PUNCT
cana-3471	153	1	7s	7	NOUN
cana-3471	153	2	(	(	PUNCT
cana-3471	153	3	2025	2025	NUM
cana-3471	153	4	)	)	PUNCT
cana-3471	153	5	649	649	NUM
cana-3471	153	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3471	153	7	•	•	ADP
cana-3471	153	8	a	a	DET
cana-3471	153	9	sharp	sharp	ADJ
cana-3471	153	10	improvement	improvement	NOUN
cana-3471	153	11	in	in	ADP
cana-3471	153	12	throughput	throughput	NOUN
cana-3471	153	13	with	with	ADP
cana-3471	153	14	the	the	DET
cana-3471	153	15	ids	id	NOUN
cana-3471	153	16	.	.	PUNCT
cana-3471	154	1	•	•	NUM
cana-3471	154	2	a	a	DET
cana-3471	154	3	significant	significant	ADJ
cana-3471	154	4	reduction	reduction	NOUN
cana-3471	154	5	in	in	ADP
cana-3471	154	6	packet	packet	NOUN
cana-3471	154	7	loss	loss	NOUN
cana-3471	154	8	percentage	percentage	NOUN
cana-3471	154	9	.	.	PUNCT
cana-3471	155	1	•	•	NUM
cana-3471	155	2	a	a	DET
cana-3471	155	3	noticeable	noticeable	ADJ
cana-3471	155	4	decrease	decrease	NOUN
cana-3471	155	5	in	in	ADP
cana-3471	155	6	end	end	NOUN
cana-3471	155	7	-	-	PUNCT
cana-3471	155	8	to	to	ADP
cana-3471	155	9	-	-	PUNCT
cana-3471	155	10	end	end	NOUN
cana-3471	155	11	delay	delay	NOUN
cana-3471	155	12	.	.	PUNCT
cana-3471	156	1	figure	figure	VERB
cana-3471	156	2	4	4	NUM
cana-3471	156	3	:	:	PUNCT
cana-3471	156	4	comparison	comparison	NOUN
cana-3471	156	5	of	of	ADP
cana-3471	156	6	performance	performance	NOUN
cana-3471	156	7	metrics	metric	NOUN
cana-3471	156	8	6	6	NUM
cana-3471	156	9	.	.	PUNCT
cana-3471	157	1	conclusion	conclusion	NOUN
cana-3471	157	2	this	this	DET
cana-3471	157	3	paper	paper	NOUN
cana-3471	157	4	presented	present	VERB
cana-3471	157	5	a	a	DET
cana-3471	157	6	novel	novel	ADJ
cana-3471	157	7	intrusion	intrusion	NOUN
cana-3471	157	8	detection	detection	NOUN
cana-3471	157	9	system	system	NOUN
cana-3471	157	10	(	(	PUNCT
cana-3471	157	11	ids	id	NOUN
cana-3471	157	12	)	)	PUNCT
cana-3471	157	13	designed	design	VERB
cana-3471	157	14	to	to	PART
cana-3471	157	15	mitigate	mitigate	VERB
cana-3471	157	16	the	the	DET
cana-3471	157	17	impact	impact	NOUN
cana-3471	157	18	of	of	ADP
cana-3471	157	19	black	black	ADJ
cana-3471	157	20	hole	hole	NOUN
cana-3471	157	21	attacks	attack	NOUN
cana-3471	157	22	in	in	ADP
cana-3471	157	23	wireless	wireless	ADJ
cana-3471	157	24	ad	ad	X
cana-3471	157	25	hoc	hoc	X
cana-3471	157	26	networks	network	NOUN
cana-3471	157	27	(	(	PUNCT
cana-3471	157	28	manets	manet	NOUN
cana-3471	157	29	)	)	PUNCT
cana-3471	157	30	.	.	PUNCT
cana-3471	158	1	the	the	DET
cana-3471	158	2	proposed	propose	VERB
cana-3471	158	3	ids	ids	NOUN
cana-3471	158	4	integrates	integrate	VERB
cana-3471	158	5	anomaly	anomaly	NOUN
cana-3471	158	6	detection	detection	NOUN
cana-3471	158	7	with	with	ADP
cana-3471	158	8	signature	signature	NOUN
cana-3471	158	9	-	-	PUNCT
cana-3471	158	10	based	base	VERB
cana-3471	158	11	detection	detection	NOUN
cana-3471	158	12	techniques	technique	NOUN
cana-3471	158	13	,	,	PUNCT
cana-3471	158	14	providing	provide	VERB
cana-3471	158	15	a	a	DET
cana-3471	158	16	comprehensive	comprehensive	ADJ
cana-3471	158	17	defense	defense	NOUN
cana-3471	158	18	mechanism	mechanism	NOUN
cana-3471	158	19	against	against	ADP
cana-3471	158	20	both	both	CCONJ
cana-3471	158	21	known	known	ADJ
cana-3471	158	22	and	and	CCONJ
cana-3471	158	23	unknown	unknown	ADJ
cana-3471	158	24	attack	attack	NOUN
cana-3471	158	25	patterns	pattern	NOUN
cana-3471	158	26	.	.	PUNCT
cana-3471	159	1	the	the	DET
cana-3471	159	2	system	system	NOUN
cana-3471	159	3	was	be	AUX
cana-3471	159	4	implemented	implement	VERB
cana-3471	159	5	and	and	CCONJ
cana-3471	159	6	evaluated	evaluate	VERB
cana-3471	159	7	using	use	VERB
cana-3471	159	8	the	the	DET
cana-3471	159	9	ns2	ns2	NOUN
cana-3471	159	10	simulation	simulation	NOUN
cana-3471	159	11	platform	platform	NOUN
cana-3471	159	12	,	,	PUNCT
cana-3471	159	13	demonstrating	demonstrate	VERB
cana-3471	159	14	its	its	PRON
cana-3471	159	15	effectiveness	effectiveness	NOUN
cana-3471	159	16	in	in	ADP
cana-3471	159	17	enhancing	enhance	VERB
cana-3471	159	18	network	network	NOUN
cana-3471	159	19	security	security	NOUN
cana-3471	159	20	and	and	CCONJ
cana-3471	159	21	performance	performance	NOUN
cana-3471	159	22	.	.	PUNCT
cana-3471	160	1	the	the	DET
cana-3471	160	2	experimental	experimental	ADJ
cana-3471	160	3	results	result	NOUN
cana-3471	160	4	showed	show	VERB
cana-3471	160	5	that	that	SCONJ
cana-3471	160	6	the	the	DET
cana-3471	160	7	ids	id	NOUN
cana-3471	160	8	significantly	significantly	ADV
cana-3471	160	9	improves	improve	VERB
cana-3471	160	10	throughput	throughput	NOUN
cana-3471	160	11	and	and	CCONJ
cana-3471	160	12	reduces	reduce	VERB
cana-3471	160	13	packet	packet	NOUN
cana-3471	160	14	loss	loss	NOUN
cana-3471	160	15	in	in	ADP
cana-3471	160	16	the	the	DET
cana-3471	160	17	presence	presence	NOUN
cana-3471	160	18	of	of	ADP
cana-3471	160	19	black	black	ADJ
cana-3471	160	20	hole	hole	NOUN
cana-3471	160	21	attacks	attack	NOUN
cana-3471	160	22	.	.	PUNCT
cana-3471	161	1	the	the	DET
cana-3471	161	2	throughput	throughput	NOUN
cana-3471	161	3	increased	increase	VERB
cana-3471	161	4	by	by	ADP
cana-3471	161	5	180	180	NUM
cana-3471	161	6	%	%	NOUN
cana-3471	161	7	,	,	PUNCT
cana-3471	161	8	packet	packet	NOUN
cana-3471	161	9	loss	loss	NOUN
cana-3471	161	10	was	be	AUX
cana-3471	161	11	reduced	reduce	VERB
cana-3471	161	12	by	by	ADP
cana-3471	161	13	86.5	86.5	NUM
cana-3471	161	14	%	%	NOUN
cana-3471	161	15	,	,	PUNCT
cana-3471	161	16	and	and	CCONJ
cana-3471	161	17	end	end	NOUN
cana-3471	161	18	-	-	PUNCT
cana-3471	161	19	to	to	ADP
cana-3471	161	20	-	-	PUNCT
cana-3471	161	21	end	end	NOUN
cana-3471	161	22	delay	delay	NOUN
cana-3471	161	23	was	be	AUX
cana-3471	161	24	minimized	minimize	VERB
cana-3471	161	25	by	by	ADP
cana-3471	161	26	37.5	37.5	NUM
cana-3471	161	27	%	%	NOUN
cana-3471	161	28	.	.	PUNCT
cana-3471	162	1	these	these	DET
cana-3471	162	2	improvements	improvement	NOUN
cana-3471	162	3	highlight	highlight	VERB
cana-3471	162	4	the	the	DET
cana-3471	162	5	ability	ability	NOUN
cana-3471	162	6	of	of	ADP
cana-3471	162	7	the	the	DET
cana-3471	162	8	ids	id	NOUN
cana-3471	162	9	to	to	PART
cana-3471	162	10	maintain	maintain	VERB
cana-3471	162	11	network	network	NOUN
cana-3471	162	12	integrity	integrity	NOUN
cana-3471	162	13	and	and	CCONJ
cana-3471	162	14	ensure	ensure	VERB
cana-3471	162	15	the	the	DET
cana-3471	162	16	reliable	reliable	ADJ
cana-3471	162	17	transmission	transmission	NOUN
cana-3471	162	18	of	of	ADP
cana-3471	162	19	data	datum	NOUN
cana-3471	162	20	even	even	ADV
cana-3471	162	21	under	under	ADP
cana-3471	162	22	attack	attack	NOUN
cana-3471	162	23	conditions	condition	NOUN
cana-3471	162	24	.	.	PUNCT
cana-3471	163	1	furthermore	furthermore	ADV
cana-3471	163	2	,	,	PUNCT
cana-3471	163	3	the	the	DET
cana-3471	163	4	adaptability	adaptability	NOUN
cana-3471	163	5	of	of	ADP
cana-3471	163	6	the	the	DET
cana-3471	163	7	ids	id	NOUN
cana-3471	163	8	,	,	PUNCT
cana-3471	163	9	facilitated	facilitate	VERB
cana-3471	163	10	by	by	ADP
cana-3471	163	11	the	the	DET
cana-3471	163	12	adaptive	adaptive	ADJ
cana-3471	163	13	learning	learning	NOUN
cana-3471	163	14	module	module	NOUN
cana-3471	163	15	,	,	PUNCT
cana-3471	163	16	ensures	ensure	VERB
cana-3471	163	17	continuous	continuous	ADJ
cana-3471	163	18	improvement	improvement	NOUN
cana-3471	163	19	in	in	ADP
cana-3471	163	20	detection	detection	NOUN
cana-3471	163	21	accuracy	accuracy	NOUN
cana-3471	163	22	,	,	PUNCT
cana-3471	163	23	allowing	allow	VERB
cana-3471	163	24	it	it	PRON
cana-3471	163	25	to	to	PART
cana-3471	163	26	effectively	effectively	ADV
cana-3471	163	27	respond	respond	VERB
cana-3471	163	28	to	to	ADP
cana-3471	163	29	evolving	evolve	VERB
cana-3471	163	30	attack	attack	NOUN
cana-3471	163	31	strategies	strategy	NOUN
cana-3471	163	32	.	.	PUNCT
cana-3471	164	1	this	this	DET
cana-3471	164	2	adaptability	adaptability	NOUN
cana-3471	164	3	makes	make	VERB
cana-3471	164	4	the	the	DET
cana-3471	164	5	ids	id	NOUN
cana-3471	164	6	a	a	DET
cana-3471	164	7	promising	promising	ADJ
cana-3471	164	8	solution	solution	NOUN
cana-3471	164	9	for	for	ADP
cana-3471	164	10	securing	secure	VERB
cana-3471	164	11	wireless	wireless	ADJ
cana-3471	164	12	communication	communication	NOUN
cana-3471	164	13	systems	system	NOUN
cana-3471	164	14	,	,	PUNCT
cana-3471	164	15	particularly	particularly	ADV
cana-3471	164	16	in	in	ADP
cana-3471	164	17	iot	iot	ADJ
cana-3471	164	18	,	,	PUNCT
cana-3471	164	19	smart	smart	ADJ
cana-3471	164	20	city	city	NOUN
cana-3471	164	21	infrastructures	infrastructure	NOUN
cana-3471	164	22	,	,	PUNCT
cana-3471	164	23	and	and	CCONJ
cana-3471	164	24	military	military	ADJ
cana-3471	164	25	applications	application	NOUN
cana-3471	164	26	where	where	SCONJ
cana-3471	164	27	reliable	reliable	ADJ
cana-3471	164	28	communication	communication	NOUN
cana-3471	164	29	is	be	AUX
cana-3471	164	30	critical	critical	ADJ
cana-3471	164	31	.	.	PUNCT
cana-3471	165	1	in	in	ADP
cana-3471	165	2	conclusion	conclusion	NOUN
cana-3471	165	3	,	,	PUNCT
cana-3471	165	4	the	the	DET
cana-3471	165	5	proposed	propose	VERB
cana-3471	165	6	ids	id	NOUN
cana-3471	165	7	not	not	PART
cana-3471	165	8	only	only	ADV
cana-3471	165	9	addresses	address	VERB
cana-3471	165	10	the	the	DET
cana-3471	165	11	limitations	limitation	NOUN
cana-3471	165	12	of	of	ADP
cana-3471	165	13	traditional	traditional	ADJ
cana-3471	165	14	security	security	NOUN
cana-3471	165	15	mechanisms	mechanism	NOUN
cana-3471	165	16	but	but	CCONJ
cana-3471	165	17	also	also	ADV
cana-3471	165	18	offers	offer	VERB
cana-3471	165	19	a	a	DET
cana-3471	165	20	robust	robust	ADJ
cana-3471	165	21	solution	solution	NOUN
cana-3471	165	22	for	for	ADP
cana-3471	165	23	defending	defend	VERB
cana-3471	165	24	against	against	ADP
cana-3471	165	25	sophisticated	sophisticated	ADJ
cana-3471	165	26	black	black	ADJ
cana-3471	165	27	hole	hole	NOUN
cana-3471	165	28	attacks	attack	NOUN
cana-3471	165	29	.	.	PUNCT
cana-3471	166	1	future	future	ADJ
cana-3471	166	2	work	work	NOUN
cana-3471	166	3	will	will	AUX
cana-3471	166	4	focus	focus	VERB
cana-3471	166	5	on	on	ADP
cana-3471	166	6	optimizing	optimize	VERB
cana-3471	166	7	the	the	DET
cana-3471	166	8	system	system	NOUN
cana-3471	166	9	to	to	PART
cana-3471	166	10	handle	handle	VERB
cana-3471	166	11	other	other	ADJ
cana-3471	166	12	security	security	NOUN
cana-3471	166	13	threats	threat	NOUN
cana-3471	166	14	,	,	PUNCT
cana-3471	166	15	such	such	ADJ
cana-3471	166	16	as	as	ADP
cana-3471	166	17	distributed	distribute	VERB
cana-3471	166	18	denial	denial	NOUN
cana-3471	166	19	of	of	ADP
cana-3471	166	20	service	service	NOUN
cana-3471	166	21	(	(	PUNCT
cana-3471	166	22	ddos	ddo	NOUN
cana-3471	166	23	)	)	PUNCT
cana-3471	166	24	attacks	attack	NOUN
cana-3471	166	25	,	,	PUNCT
cana-3471	166	26	and	and	CCONJ
cana-3471	166	27	scaling	scale	VERB
cana-3471	166	28	it	it	PRON
cana-3471	166	29	for	for	ADP
cana-3471	166	30	larger	large	ADJ
cana-3471	166	31	,	,	PUNCT
cana-3471	166	32	real	real	ADJ
cana-3471	166	33	-	-	PUNCT
cana-3471	166	34	world	world	NOUN
cana-3471	166	35	network	network	NOUN
cana-3471	166	36	environments	environment	NOUN
cana-3471	166	37	.	.	PUNCT
cana-3471	167	1	communications	communication	NOUN
cana-3471	167	2	on	on	ADP
cana-3471	167	3	applied	apply	VERB
cana-3471	167	4	nonlinear	nonlinear	ADJ
cana-3471	167	5	analysis	analysis	NOUN
cana-3471	167	6	issn	issn	NOUN
cana-3471	167	7	:	:	PUNCT
cana-3471	167	8	1074	1074	NUM
cana-3471	167	9	-	-	PUNCT
cana-3471	167	10	133x	133x	NUM
cana-3471	167	11	vol	vol	NOUN
cana-3471	167	12	32	32	NUM
cana-3471	167	13	no	no	NOUN
cana-3471	167	14	.	.	PUNCT
cana-3471	168	1	7s	7	NOUN
cana-3471	168	2	(	(	PUNCT
cana-3471	168	3	2025	2025	NUM
cana-3471	168	4	)	)	PUNCT
cana-3471	169	1	650	650	NUM
cana-3471	169	2	https://internationalpubls.com	https://internationalpubls.com	X
cana-3471	169	3	references	reference	NOUN
cana-3471	169	4	[	[	X
cana-3471	169	5	1	1	NUM
cana-3471	169	6	]	]	PUNCT
cana-3471	169	7	s.	s.	PROPN
cana-3471	169	8	umang	umang	PROPN
cana-3471	169	9	,	,	PUNCT
cana-3471	169	10	b.v.r	b.v.r	NOUN
cana-3471	169	11	.	.	PUNCT
cana-3471	170	1	reddy	reddy	PROPN
cana-3471	170	2	,	,	PUNCT
cana-3471	170	3	and	and	CCONJ
cana-3471	170	4	m.n	m.n	PROPN
cana-3471	170	5	.	.	PROPN
cana-3471	170	6	hoda	hoda	PROPN
cana-3471	170	7	,	,	PUNCT
cana-3471	170	8	"	"	PUNCT
cana-3471	170	9	enhanced	enhanced	ADJ
cana-3471	170	10	intrusion	intrusion	NOUN
cana-3471	170	11	detection	detection	NOUN
cana-3471	170	12	system	system	NOUN
cana-3471	170	13	for	for	ADP
cana-3471	170	14	malicious	malicious	ADJ
cana-3471	170	15	node	node	ADJ
cana-3471	170	16	detection	detection	NOUN
cana-3471	170	17	in	in	ADP
cana-3471	170	18	adhoc	adhoc	NOUN
cana-3471	170	19	routing	routing	NOUN
cana-3471	170	20	protocols	protocol	NOUN
cana-3471	170	21	using	use	VERB
cana-3471	170	22	minimal	minimal	ADJ
cana-3471	170	23	energy	energy	NOUN
cana-3471	170	24	consumption	consumption	NOUN
cana-3471	170	25	,	,	PUNCT
cana-3471	170	26	"	"	PUNCT
cana-3471	170	27	iet	iet	PROPN
cana-3471	170	28	communications	communication	NOUN
cana-3471	170	29	,	,	PUNCT
cana-3471	170	30	vol	vol	NOUN
cana-3471	170	31	.	.	PROPN
cana-3471	171	1	4	4	NUM
cana-3471	171	2	,	,	PUNCT
cana-3471	171	3	no	no	INTJ
cana-3471	171	4	.	.	NOUN
cana-3471	171	5	17	17	NUM
cana-3471	171	6	,	,	PUNCT
cana-3471	171	7	pp	pp	ADJ
cana-3471	171	8	.	.	PUNCT
cana-3471	172	1	2084	2084	NUM
cana-3471	172	2	-	-	SYM
cana-3471	172	3	2094	2094	NUM
cana-3471	172	4	,	,	PUNCT
cana-3471	172	5	2010	2010	NUM
cana-3471	172	6	.	.	PUNCT
cana-3471	173	1	[	[	X
cana-3471	173	2	2	2	NUM
cana-3471	173	3	]	]	PUNCT
cana-3471	173	4	b.	b.	PROPN
cana-3471	173	5	wu	wu	PROPN
cana-3471	173	6	,	,	PUNCT
cana-3471	173	7	j.	j.	PROPN
cana-3471	173	8	chen	chen	PROPN
cana-3471	173	9	,	,	PUNCT
cana-3471	173	10	j.	j.	PROPN
cana-3471	173	11	wu	wu	PROPN
cana-3471	173	12	,	,	PUNCT
cana-3471	173	13	and	and	CCONJ
cana-3471	173	14	m.	m.	PROPN
cana-3471	173	15	cardi	cardi	PROPN
cana-3471	173	16	,	,	PUNCT
cana-3471	173	17	"	"	PUNCT
cana-3471	173	18	a	a	DET
cana-3471	173	19	survey	survey	NOUN
cana-3471	173	20	of	of	ADP
cana-3471	173	21	attacks	attack	NOUN
cana-3471	173	22	and	and	CCONJ
cana-3471	173	23	countermeasures	countermeasure	NOUN
cana-3471	173	24	in	in	ADP
cana-3471	173	25	mobile	mobile	ADJ
cana-3471	173	26	ad	ad	X
cana-3471	173	27	hoc	hoc	X
cana-3471	173	28	networks	network	NOUN
cana-3471	173	29	,	,	PUNCT
cana-3471	173	30	"	"	PUNCT
cana-3471	173	31	wireless	wireless	ADJ
cana-3471	173	32	network	network	NOUN
cana-3471	173	33	security	security	NOUN
cana-3471	173	34	,	,	PUNCT
cana-3471	173	35	vol	vol	NOUN
cana-3471	173	36	.	.	PROPN
cana-3471	173	37	15	15	NUM
cana-3471	173	38	,	,	PUNCT
cana-3471	173	39	no	no	INTJ
cana-3471	173	40	.	.	NOUN
cana-3471	173	41	7	7	NUM
cana-3471	173	42	,	,	PUNCT
cana-3471	173	43	pp	pp	ADJ
cana-3471	173	44	.	.	PUNCT
cana-3471	173	45	103	103	NUM
cana-3471	173	46	-	-	SYM
cana-3471	173	47	135	135	NUM
cana-3471	173	48	,	,	PUNCT
cana-3471	173	49	2007	2007	NUM
cana-3471	173	50	.	.	PUNCT
cana-3471	174	1	[	[	X
cana-3471	174	2	3	3	NUM
cana-3471	174	3	]	]	PUNCT
cana-3471	174	4	a.	a.	NOUN
cana-3471	174	5	shastri	shastri	PROPN
cana-3471	174	6	,	,	PUNCT
cana-3471	174	7	r.	r.	PROPN
cana-3471	174	8	dadhich	dadhich	PROPN
cana-3471	174	9	,	,	PUNCT
cana-3471	174	10	and	and	CCONJ
cana-3471	174	11	r.c	r.c	PROPN
cana-3471	174	12	.	.	PROPN
cana-3471	174	13	poonia	poonia	PROPN
cana-3471	174	14	,	,	PUNCT
cana-3471	174	15	"	"	PUNCT
cana-3471	174	16	performance	performance	NOUN
cana-3471	174	17	analysis	analysis	NOUN
cana-3471	174	18	of	of	ADP
cana-3471	174	19	on	on	ADP
cana-3471	174	20	-	-	PUNCT
cana-3471	174	21	demand	demand	NOUN
cana-3471	174	22	routing	routing	NOUN
cana-3471	174	23	protocols	protocol	NOUN
cana-3471	174	24	for	for	ADP
cana-3471	174	25	vehicular	vehicular	ADJ
cana-3471	174	26	ad	ad	NOUN
cana-3471	174	27	-	-	PUNCT
cana-3471	174	28	hoc	hoc	X
cana-3471	174	29	networks	network	NOUN
cana-3471	174	30	,	,	PUNCT
cana-3471	174	31	"	"	PUNCT
cana-3471	174	32	international	international	ADJ
cana-3471	174	33	journal	journal	NOUN
cana-3471	174	34	of	of	ADP
cana-3471	174	35	wireless	wireless	PROPN
cana-3471	174	36	&	&	CCONJ
cana-3471	174	37	mobile	mobile	ADJ
cana-3471	174	38	networks	network	NOUN
cana-3471	174	39	(	(	PUNCT
cana-3471	174	40	ijwmn	ijwmn	NOUN
cana-3471	174	41	)	)	PUNCT
cana-3471	174	42	,	,	PUNCT
cana-3471	174	43	vol	vol	NOUN
cana-3471	174	44	.	.	PROPN
cana-3471	175	1	3	3	NUM
cana-3471	175	2	,	,	PUNCT
cana-3471	175	3	no	no	INTJ
cana-3471	175	4	.	.	NOUN
cana-3471	175	5	6	6	NUM
cana-3471	175	6	,	,	PUNCT
cana-3471	175	7	pp	pp	ADJ
cana-3471	175	8	.	.	PUNCT
cana-3471	176	1	103	103	NUM
cana-3471	176	2	-	-	SYM
cana-3471	176	3	111	111	NUM
cana-3471	176	4	,	,	PUNCT
cana-3471	176	5	2011	2011	NUM
cana-3471	176	6	.	.	PUNCT
cana-3471	177	1	[	[	X
cana-3471	177	2	4	4	X
cana-3471	177	3	]	]	X
cana-3471	177	4	e.	e.	PROPN
cana-3471	177	5	elmahdi	elmahdi	PROPN
cana-3471	177	6	,	,	PUNCT
cana-3471	177	7	s.-m	s.-m	PROPN
cana-3471	177	8	.	.	PUNCT
cana-3471	178	1	yoo	yoo	PROPN
cana-3471	178	2	,	,	PUNCT
cana-3471	178	3	and	and	CCONJ
cana-3471	178	4	s.	s.	PROPN
cana-3471	178	5	kumar	kumar	PROPN
cana-3471	178	6	,	,	PUNCT
cana-3471	178	7	"	"	PUNCT
cana-3471	178	8	securing	secure	VERB
cana-3471	178	9	data	datum	NOUN
cana-3471	178	10	forwarding	forward	VERB
cana-3471	178	11	against	against	ADP
cana-3471	178	12	blackhole	blackhole	NOUN
cana-3471	178	13	attacks	attack	NOUN
cana-3471	178	14	in	in	ADP
cana-3471	178	15	mobile	mobile	ADJ
cana-3471	178	16	ad	ad	X
cana-3471	178	17	hoc	hoc	X
cana-3471	178	18	networks	network	NOUN
cana-3471	178	19	,	,	PUNCT
cana-3471	178	20	"	"	PUNCT
cana-3471	178	21	ieee	ieee	NOUN
cana-3471	178	22	8th	8th	ADJ
cana-3471	178	23	annual	annual	ADJ
cana-3471	178	24	computing	computing	NOUN
cana-3471	178	25	and	and	CCONJ
cana-3471	178	26	communication	communication	NOUN
cana-3471	178	27	workshop	workshop	NOUN
cana-3471	178	28	and	and	CCONJ
cana-3471	178	29	conference	conference	NOUN
cana-3471	178	30	(	(	PUNCT
cana-3471	178	31	ccwc	ccwc	PROPN
cana-3471	178	32	)	)	PUNCT
cana-3471	178	33	,	,	PUNCT
cana-3471	179	1	pp	pp	PROPN
cana-3471	179	2	.	.	PUNCT
cana-3471	180	1	463	463	NUM
cana-3471	180	2	-	-	SYM
cana-3471	180	3	467	467	NUM
cana-3471	180	4	,	,	PUNCT
cana-3471	180	5	2018	2018	NUM
cana-3471	180	6	.	.	PUNCT
cana-3471	181	1	[	[	X
cana-3471	181	2	online	online	X
cana-3471	181	3	]	]	X
cana-3471	181	4	.	.	PUNCT
cana-3471	182	1	available	available	ADJ
cana-3471	182	2	:	:	PUNCT
cana-3471	183	1	https://twin.scihub.do/6705/6fe203b5a09bb11e0d2a323d45411823/elmahdi2018.pdf#view=fith	https://twin.scihub.do/6705/6fe203b5a09bb11e0d2a323d45411823/elmahdi2018.pdf#view=fith	X
cana-3471	184	1	[	[	X
cana-3471	184	2	5	5	NUM
cana-3471	184	3	]	]	PUNCT
cana-3471	184	4	a.	a.	NOUN
cana-3471	184	5	tripathi	tripathi	PROPN
cana-3471	184	6	and	and	CCONJ
cana-3471	184	7	a.	a.	PROPN
cana-3471	184	8	k.	k.	PROPN
cana-3471	184	9	mohapatra	mohapatra	PROPN
cana-3471	184	10	,	,	PUNCT
cana-3471	184	11	"	"	PUNCT
cana-3471	184	12	mitigation	mitigation	NOUN
cana-3471	184	13	of	of	ADP
cana-3471	184	14	blackhole	blackhole	ADJ
cana-3471	184	15	attack	attack	NOUN
cana-3471	184	16	in	in	ADP
cana-3471	184	17	manet	manet	NOUN
cana-3471	184	18	,	,	PUNCT
cana-3471	184	19	"	"	PUNCT
cana-3471	184	20	2016	2016	NUM
cana-3471	184	21	8th	8th	ADJ
cana-3471	184	22	international	international	ADJ
cana-3471	184	23	conference	conference	NOUN
cana-3471	184	24	on	on	ADP
cana-3471	184	25	computational	computational	ADJ
cana-3471	184	26	intelligence	intelligence	NOUN
cana-3471	184	27	and	and	CCONJ
cana-3471	184	28	communication	communication	NOUN
cana-3471	184	29	networks	network	NOUN
cana-3471	184	30	,	,	PUNCT
cana-3471	184	31	pp	pp	ADV
cana-3471	184	32	.	.	PUNCT
cana-3471	185	1	437	437	NUM
cana-3471	185	2	-	-	SYM
cana-3471	185	3	441	441	NUM
cana-3471	185	4	,	,	PUNCT
cana-3471	185	5	2016	2016	NUM
cana-3471	185	6	.	.	PUNCT
cana-3471	186	1	[	[	X
cana-3471	186	2	online	online	X
cana-3471	186	3	]	]	X
cana-3471	186	4	.	.	PUNCT
cana-3471	187	1	available	available	ADJ
cana-3471	187	2	:	:	PUNCT
cana-3471	187	3	https://twin.sci-hub.do/6574/e4300e3ffd7513cda7a87da0905eaa07/tripathi2016.pdf#view=fith	https://twin.sci-hub.do/6574/e4300e3ffd7513cda7a87da0905eaa07/tripathi2016.pdf#view=fith	X
cana-3471	188	1	[	[	X
cana-3471	188	2	6	6	NUM
cana-3471	188	3	]	]	PUNCT
cana-3471	188	4	s.	s.	PROPN
cana-3471	188	5	r.	r.	PROPN
cana-3471	188	6	deshmukh	deshmukh	PROPN
cana-3471	188	7	,	,	PUNCT
cana-3471	188	8	p.	p.	PROPN
cana-3471	188	9	n.	n.	PROPN
cana-3471	188	10	chatur	chatur	PROPN
cana-3471	188	11	,	,	PUNCT
cana-3471	188	12	and	and	CCONJ
cana-3471	188	13	n.	n.	PROPN
cana-3471	188	14	b.	b.	PROPN
cana-3471	188	15	bhople	bhople	PROPN
cana-3471	188	16	,	,	PUNCT
cana-3471	188	17	"	"	PUNCT
cana-3471	188	18	aodv	aodv	NOUN
cana-3471	188	19	-	-	PUNCT
cana-3471	188	20	based	base	VERB
cana-3471	188	21	secure	secure	ADJ
cana-3471	188	22	routing	routing	NOUN
cana-3471	188	23	against	against	ADP
cana-3471	188	24	blackhole	blackhole	NOUN
cana-3471	188	25	attack	attack	NOUN
cana-3471	188	26	in	in	ADP
cana-3471	188	27	manet	manet	NOUN
cana-3471	188	28	,	,	PUNCT
cana-3471	188	29	"	"	PUNCT
cana-3471	188	30	ieee	ieee	PROPN
cana-3471	188	31	international	international	ADJ
cana-3471	188	32	conference	conference	NOUN
cana-3471	188	33	on	on	ADP
cana-3471	188	34	recent	recent	ADJ
cana-3471	188	35	trends	trend	NOUN
cana-3471	188	36	in	in	ADP
cana-3471	188	37	electronics	electronics	NOUN
cana-3471	188	38	information	information	NOUN
cana-3471	188	39	communication	communication	NOUN
cana-3471	188	40	technology	technology	NOUN
cana-3471	188	41	,	,	PUNCT
cana-3471	188	42	may	may	AUX
cana-3471	188	43	2021	2021	NUM
cana-3471	188	44	,	,	PUNCT
cana-3471	188	45	2016	2016	NUM
cana-3471	188	46	,	,	PUNCT
cana-3471	188	47	india	india	PROPN
cana-3471	188	48	,	,	PUNCT
cana-3471	188	49	pp	pp	PROPN
cana-3471	188	50	.	.	PUNCT
cana-3471	189	1	1960	1960	NUM
cana-3471	189	2	-	-	SYM
cana-3471	189	3	1964	1964	NUM
cana-3471	189	4	.	.	PUNCT
cana-3471	190	1	[	[	X
cana-3471	190	2	online	online	X
cana-3471	190	3	]	]	X
cana-3471	190	4	.	.	PUNCT
cana-3471	191	1	available	available	ADJ
cana-3471	191	2	:	:	PUNCT
cana-3471	191	3	https://twin.scihub.do/6234/23c56e2ce01114ac3de3bcfe1f0e7271/deshmukh2016.pdf#view=fith	https://twin.scihub.do/6234/23c56e2ce01114ac3de3bcfe1f0e7271/deshmukh2016.pdf#view=fith	NOUN
cana-3471	192	1	[	[	X
cana-3471	192	2	7	7	NUM
cana-3471	192	3	]	]	X
cana-3471	192	4	g.	g.	PROPN
cana-3471	192	5	li	li	PROPN
cana-3471	192	6	,	,	PUNCT
cana-3471	192	7	z.	z.	PROPN
cana-3471	192	8	yan	yan	PROPN
cana-3471	192	9	,	,	PUNCT
cana-3471	192	10	and	and	CCONJ
cana-3471	192	11	y.	y.	PROPN
cana-3471	192	12	fu	fu	PROPN
cana-3471	192	13	,	,	PUNCT
cana-3471	192	14	"	"	PUNCT
cana-3471	192	15	a	a	DET
cana-3471	192	16	study	study	NOUN
cana-3471	192	17	and	and	CCONJ
cana-3471	192	18	simulation	simulation	NOUN
cana-3471	192	19	research	research	NOUN
cana-3471	192	20	of	of	ADP
cana-3471	192	21	blackhole	blackhole	PROPN
cana-3471	192	22	attack	attack	NOUN
cana-3471	192	23	on	on	ADP
cana-3471	192	24	mobile	mobile	ADJ
cana-3471	192	25	ad	ad	X
cana-3471	192	26	hoc	hoc	X
cana-3471	192	27	network	network	NOUN
cana-3471	192	28	,	,	PUNCT
cana-3471	192	29	"	"	PUNCT
cana-3471	192	30	ieee	ieee	NOUN
cana-3471	192	31	cns	cns	PROPN
cana-3471	192	32	2018	2018	NUM
cana-3471	192	33	1st	1st	ADJ
cana-3471	192	34	international	international	ADJ
cana-3471	192	35	workshop	workshop	NOUN
cana-3471	192	36	on	on	ADP
cana-3471	192	37	system	system	NOUN
cana-3471	192	38	security	security	NOUN
cana-3471	192	39	and	and	CCONJ
cana-3471	192	40	vulnerability	vulnerability	NOUN
cana-3471	192	41	(	(	PUNCT
cana-3471	192	42	ssv	ssv	NOUN
cana-3471	192	43	)	)	PUNCT
cana-3471	192	44	,	,	PUNCT
cana-3471	192	45	pp	pp	ADJ
cana-3471	192	46	.	.	PUNCT
cana-3471	193	1	1	1	NUM
cana-3471	193	2	-	-	SYM
cana-3471	193	3	6	6	NUM
cana-3471	193	4	,	,	PUNCT
cana-3471	193	5	2018	2018	NUM
cana-3471	193	6	.	.	PUNCT
cana-3471	194	1	[	[	X
cana-3471	194	2	online	online	X
cana-3471	194	3	]	]	X
cana-3471	194	4	.	.	PUNCT
cana-3471	195	1	available	available	ADJ
cana-3471	195	2	:	:	PUNCT
cana-3471	195	3	https://twin.sci-hub.do/7060/72815c8f72515a59c9f6652e54386b8e/li2018.pdf#view=fith	https://twin.sci-hub.do/7060/72815c8f72515a59c9f6652e54386b8e/li2018.pdf#view=fith	ADP
cana-3471	196	1	[	[	X
cana-3471	196	2	8	8	NUM
cana-3471	196	3	]	]	X
cana-3471	196	4	g.	g.	PROPN
cana-3471	196	5	oddi	oddi	PROPN
cana-3471	196	6	,	,	PUNCT
cana-3471	196	7	d.	d.	PROPN
cana-3471	196	8	macone	macone	PROPN
cana-3471	196	9	,	,	PUNCT
cana-3471	196	10	a.	a.	PROPN
cana-3471	196	11	pietrabissa	pietrabissa	PROPN
cana-3471	196	12	,	,	PUNCT
cana-3471	196	13	and	and	CCONJ
cana-3471	196	14	f.	f.	PROPN
cana-3471	196	15	liberati	liberati	PROPN
cana-3471	196	16	,	,	PUNCT
cana-3471	196	17	"	"	PUNCT
cana-3471	196	18	a	a	DET
cana-3471	196	19	proactive	proactive	ADJ
cana-3471	196	20	link	link	NOUN
cana-3471	196	21	-	-	PUNCT
cana-3471	196	22	failure	failure	NOUN
cana-3471	196	23	resilient	resilient	ADJ
cana-3471	196	24	routing	routing	NOUN
cana-3471	196	25	protocol	protocol	NOUN
cana-3471	196	26	for	for	ADP
cana-3471	196	27	manets	manet	NOUN
cana-3471	196	28	based	base	VERB
cana-3471	196	29	on	on	ADP
cana-3471	196	30	reinforcement	reinforcement	NOUN
cana-3471	196	31	learning	learning	NOUN
cana-3471	196	32	,	,	PUNCT
cana-3471	196	33	"	"	PUNCT
cana-3471	196	34	2012	2012	NUM
cana-3471	196	35	20th	20th	ADJ
cana-3471	196	36	mediterranean	mediterranean	PROPN
cana-3471	196	37	conference	conference	NOUN
cana-3471	196	38	on	on	ADP
cana-3471	196	39	control	control	NOUN
cana-3471	196	40	&	&	CCONJ
cana-3471	196	41	automation	automation	PROPN
cana-3471	196	42	(	(	PUNCT
cana-3471	196	43	med	med	PROPN
cana-3471	196	44	)	)	PUNCT
cana-3471	196	45	,	,	PUNCT
cana-3471	196	46	barcelona	barcelona	PROPN
cana-3471	196	47	,	,	PUNCT
cana-3471	196	48	spain	spain	PROPN
cana-3471	196	49	,	,	PUNCT
cana-3471	196	50	july	july	PROPN
cana-3471	196	51	3	3	NUM
cana-3471	196	52	-	-	SYM
cana-3471	196	53	6	6	NUM
cana-3471	196	54	,	,	PUNCT
cana-3471	196	55	2012	2012	NUM
cana-3471	196	56	,	,	PUNCT
cana-3471	196	57	pp	pp	ADP
cana-3471	196	58	.	.	PUNCT
cana-3471	197	1	1259	1259	NUM
cana-3471	197	2	-	-	SYM
cana-3471	197	3	1264	1264	NUM
cana-3471	197	4	.	.	PUNCT
cana-3471	198	1	[	[	X
cana-3471	198	2	online	online	X
cana-3471	198	3	]	]	X
cana-3471	198	4	.	.	PUNCT
cana-3471	199	1	available	available	ADJ
cana-3471	199	2	:	:	PUNCT
cana-3471	200	1	https://moscow.scihub.do/2157/1e21c2c777dd4c28b8e80227a407a924/oddi2012.pdf#view=fith	https://moscow.scihub.do/2157/1e21c2c777dd4c28b8e80227a407a924/oddi2012.pdf#view=fith	ADP
cana-3471	200	2	[	[	X
cana-3471	200	3	9	9	NUM
cana-3471	200	4	]	]	PUNCT
cana-3471	200	5	t.	t.	NOUN
cana-3471	200	6	issariyakul	issariyakul	NOUN
cana-3471	200	7	,	,	PUNCT
cana-3471	200	8	introduction	introduction	NOUN
cana-3471	200	9	to	to	ADP
cana-3471	200	10	network	network	NOUN
cana-3471	200	11	simulator	simulator	NOUN
cana-3471	200	12	2	2	NUM
cana-3471	200	13	(	(	PUNCT
cana-3471	200	14	ns2	ns2	NOUN
cana-3471	200	15	)	)	PUNCT
cana-3471	200	16	,	,	PUNCT
cana-3471	200	17	springerlink	springerlink	NOUN
cana-3471	200	18	,	,	PUNCT
cana-3471	200	19	2012	2012	NUM
cana-3471	200	20	.	.	PUNCT
cana-3471	201	1	[	[	X
cana-3471	201	2	online	online	X
cana-3471	201	3	]	]	X
cana-3471	201	4	.	.	PUNCT
cana-3471	202	1	available	available	ADJ
cana-3471	202	2	:	:	PUNCT
cana-3471	202	3	https://link.springer.com/chapter/10.1007/978-1-4614-1406-3_2?error=cookies_not_supported&code=3f9294fb56f4-47d7-b849-47029ccc3237	https://link.springer.com/chapter/10.1007/978-1-4614-1406-3_2?error=cookies_not_supported&code=3f9294fb56f4-47d7-b849-47029ccc3237	PROPN
cana-3471	203	1	[	[	X
cana-3471	203	2	10	10	NUM
cana-3471	203	3	]	]	X
cana-3471	203	4	s.	s.	PROPN
cana-3471	203	5	hazra	hazra	PROPN
cana-3471	203	6	and	and	CCONJ
cana-3471	203	7	s.	s.	PROPN
cana-3471	203	8	k.	k.	PROPN
cana-3471	203	9	setua	setua	PROPN
cana-3471	203	10	,	,	PUNCT
cana-3471	203	11	"	"	PUNCT
cana-3471	203	12	black	black	ADJ
cana-3471	203	13	hole	hole	NOUN
cana-3471	203	14	attack	attack	NOUN
cana-3471	203	15	defending	defend	VERB
cana-3471	203	16	trusted	trust	VERB
cana-3471	203	17	on	on	ADP
cana-3471	203	18	-	-	PUNCT
cana-3471	203	19	demand	demand	NOUN
cana-3471	203	20	routing	routing	NOUN
cana-3471	203	21	in	in	ADP
cana-3471	203	22	ad	ad	NOUN
cana-3471	203	23	-	-	PUNCT
cana-3471	203	24	hoc	hoc	X
cana-3471	203	25	network	network	NOUN
cana-3471	203	26	,	,	PUNCT
cana-3471	203	27	"	"	PUNCT
cana-3471	203	28	in	in	ADP
cana-3471	203	29	advanced	advanced	ADJ
cana-3471	203	30	computing	computing	NOUN
cana-3471	203	31	,	,	PUNCT
cana-3471	203	32	networking	networking	NOUN
cana-3471	203	33	and	and	CCONJ
cana-3471	203	34	informatics	informatic	NOUN
cana-3471	203	35	-	-	PUNCT
cana-3471	203	36	volume	volume	NOUN
cana-3471	203	37	2	2	NUM
cana-3471	203	38	,	,	PUNCT
cana-3471	203	39	springer	springer	NOUN
cana-3471	203	40	international	international	NOUN
cana-3471	203	41	,	,	PUNCT
cana-3471	203	42	pp	pp	ADJ
cana-3471	203	43	.	.	PUNCT
cana-3471	204	1	59	59	NUM
cana-3471	204	2	-	-	SYM
cana-3471	204	3	66	66	NUM
cana-3471	204	4	,	,	PUNCT
cana-3471	204	5	2014	2014	NUM
cana-3471	204	6	.	.	PUNCT
cana-3471	205	1	[	[	X
cana-3471	205	2	11	11	NUM
cana-3471	205	3	]	]	PUNCT
cana-3471	205	4	m.	m.	NOUN
cana-3471	205	5	s.	s.	PROPN
cana-3471	205	6	alkatheiri	alkatheiri	PROPN
cana-3471	205	7	,	,	PUNCT
cana-3471	205	8	j.	j.	PROPN
cana-3471	205	9	liu	liu	PROPN
cana-3471	205	10	,	,	PUNCT
cana-3471	205	11	and	and	CCONJ
cana-3471	205	12	a.	a.	PROPN
cana-3471	205	13	r.	r.	PROPN
cana-3471	205	14	sangi	sangi	PROPN
cana-3471	205	15	,	,	PUNCT
cana-3471	205	16	"	"	PUNCT
cana-3471	205	17	aodv	aodv	NOUN
cana-3471	205	18	routing	routing	NOUN
cana-3471	205	19	protocol	protocol	NOUN
cana-3471	205	20	under	under	ADP
cana-3471	205	21	several	several	ADJ
cana-3471	205	22	routing	routing	NOUN
cana-3471	205	23	attacks	attack	NOUN
cana-3471	205	24	in	in	ADP
cana-3471	205	25	manets	manet	NOUN
cana-3471	205	26	,	,	PUNCT
cana-3471	205	27	"	"	PUNCT
cana-3471	205	28	in	in	ADP
cana-3471	205	29	communication	communication	NOUN
cana-3471	205	30	technology	technology	NOUN
cana-3471	205	31	(	(	PUNCT
cana-3471	205	32	icct	icct	NOUN
cana-3471	205	33	)	)	PUNCT
cana-3471	205	34	,	,	PUNCT
cana-3471	205	35	2011	2011	NUM
cana-3471	205	36	ieee	ieee	PROPN
cana-3471	205	37	13th	13th	PROPN
cana-3471	205	38	international	international	ADJ
cana-3471	205	39	conference	conference	NOUN
cana-3471	205	40	on	on	ADP
cana-3471	205	41	,	,	PUNCT
cana-3471	205	42	vol	vol	NOUN
cana-3471	205	43	.	.	PROPN
cana-3471	205	44	6	6	NUM
cana-3471	205	45	,	,	PUNCT
cana-3471	205	46	issue	issue	NOUN
cana-3471	205	47	19	19	NUM
cana-3471	205	48	,	,	PUNCT
cana-3471	205	49	pp	pp	ADJ
cana-3471	205	50	.	.	PUNCT
cana-3471	206	1	614	614	NUM
cana-3471	206	2	-	-	SYM
cana-3471	206	3	618	618	NUM
cana-3471	206	4	,	,	PUNCT
cana-3471	206	5	ieee	ieee	NOUN
cana-3471	206	6	,	,	PUNCT
cana-3471	206	7	2011	2011	NUM
cana-3471	206	8	.	.	PUNCT
cana-3471	207	1	[	[	X
cana-3471	207	2	12	12	NUM
cana-3471	207	3	]	]	PUNCT
cana-3471	207	4	j.	j.	PROPN
cana-3471	207	5	h.	h.	PROPN
cana-3471	207	6	tarng	tarng	PROPN
cana-3471	207	7	,	,	PUNCT
cana-3471	207	8	b.	b.	PROPN
cana-3471	207	9	w.	w.	PROPN
cana-3471	207	10	chuang	chuang	PROPN
cana-3471	207	11	,	,	PUNCT
cana-3471	207	12	and	and	CCONJ
cana-3471	207	13	f.	f.	PROPN
cana-3471	207	14	j.	j.	PROPN
cana-3471	207	15	wu	wu	PROPN
cana-3471	207	16	,	,	PUNCT
cana-3471	207	17	"	"	PUNCT
cana-3471	207	18	a	a	DET
cana-3471	207	19	radio	radio	NOUN
cana-3471	207	20	-	-	PUNCT
cana-3471	207	21	link	link	NOUN
cana-3471	207	22	stability	stability	NOUN
cana-3471	207	23	-	-	PUNCT
cana-3471	207	24	based	base	VERB
cana-3471	207	25	routing	routing	NOUN
cana-3471	207	26	protocol	protocol	NOUN
cana-3471	207	27	for	for	ADP
cana-3471	207	28	mobile	mobile	ADJ
cana-3471	207	29	ad	ad	X
cana-3471	207	30	hoc	hoc	X
cana-3471	207	31	networks	network	NOUN
cana-3471	207	32	,	,	PUNCT
cana-3471	207	33	"	"	PUNCT
cana-3471	207	34	ieee	ieee	PROPN
cana-3471	207	35	international	international	ADJ
cana-3471	207	36	conference	conference	NOUN
cana-3471	207	37	on	on	ADP
cana-3471	207	38	systems	system	NOUN
cana-3471	207	39	,	,	PUNCT
cana-3471	207	40	man	man	NOUN
cana-3471	207	41	and	and	CCONJ
cana-3471	207	42	cybernetics	cybernetic	NOUN
cana-3471	207	43	,	,	PUNCT
cana-3471	207	44	2006	2006	NUM
cana-3471	207	45	(	(	PUNCT
cana-3471	207	46	smc'06	smc'06	PROPN
cana-3471	207	47	)	)	PUNCT
cana-3471	207	48	,	,	PUNCT
cana-3471	207	49	vol	vol	NOUN
cana-3471	207	50	.	.	PROPN
cana-3471	207	51	5	5	NUM
cana-3471	207	52	,	,	PUNCT
cana-3471	207	53	pp	pp	ADJ
cana-3471	207	54	.	.	PUNCT
cana-3471	208	1	3697	3697	NUM
cana-3471	208	2	-	-	SYM
cana-3471	208	3	3701	3701	NUM
cana-3471	208	4	,	,	PUNCT
cana-3471	208	5	oct	oct	PROPN
cana-3471	208	6	.	.	PROPN
cana-3471	208	7	8	8	NUM
cana-3471	208	8	-	-	SYM
cana-3471	208	9	11	11	NUM
cana-3471	208	10	,	,	PUNCT
cana-3471	208	11	2006	2006	NUM
cana-3471	208	12	.	.	PUNCT
cana-3471	209	1	[	[	X
cana-3471	209	2	13	13	NUM
cana-3471	209	3	]	]	PUNCT
cana-3471	209	4	m.	m.	PROPN
cana-3471	209	5	r.	r.	PROPN
cana-3471	209	6	effatparvar	effatparvar	PROPN
cana-3471	209	7	,	,	PUNCT
cana-3471	209	8	n.	n.	PROPN
cana-3471	209	9	yazdani	yazdani	PROPN
cana-3471	209	10	,	,	PUNCT
cana-3471	209	11	f.	f.	PROPN
cana-3471	209	12	lahooti	lahooti	PROPN
cana-3471	209	13	,	,	PUNCT
cana-3471	209	14	and	and	CCONJ
cana-3471	209	15	m.	m.	PROPN
cana-3471	209	16	effatparvar	effatparvar	PROPN
cana-3471	209	17	,	,	PUNCT
cana-3471	209	18	"	"	PUNCT
cana-3471	209	19	link	link	VERB
cana-3471	209	20	stability	stability	NOUN
cana-3471	209	21	approach	approach	NOUN
cana-3471	209	22	and	and	CCONJ
cana-3471	209	23	scalability	scalability	NOUN
cana-3471	209	24	method	method	NOUN
cana-3471	209	25	on	on	ADP
cana-3471	209	26	odmrp	odmrp	NOUN
cana-3471	209	27	in	in	ADP
cana-3471	209	28	ad	ad	X
cana-3471	209	29	hoc	hoc	X
cana-3471	209	30	networks	network	NOUN
cana-3471	209	31	,	,	PUNCT
cana-3471	209	32	"	"	PUNCT
cana-3471	209	33	communication	communication	NOUN
cana-3471	209	34	networks	network	NOUN
cana-3471	209	35	and	and	CCONJ
cana-3471	209	36	services	service	NOUN
cana-3471	209	37	research	research	NOUN
cana-3471	209	38	conference	conference	NOUN
cana-3471	209	39	(	(	PUNCT
cana-3471	209	40	nsr	nsr	PROPN
cana-3471	209	41	'	'	NUM
cana-3471	209	42	09	09	NUM
cana-3471	209	43	)	)	PUNCT
cana-3471	209	44	,	,	PUNCT
cana-3471	209	45	pp	pp	PROPN
cana-3471	209	46	.	.	PUNCT
cana-3471	210	1	416	416	NUM
cana-3471	210	2	-	-	SYM
cana-3471	210	3	421	421	NUM
cana-3471	210	4	,	,	PUNCT
cana-3471	210	5	may	may	AUX
cana-3471	210	6	11	11	NUM
cana-3471	210	7	-	-	SYM
cana-3471	210	8	13	13	NUM
cana-3471	210	9	,	,	PUNCT
cana-3471	210	10	2009	2009	NUM
cana-3471	210	11	.	.	PUNCT
cana-3471	211	1	[	[	X
cana-3471	211	2	14	14	NUM
cana-3471	211	3	]	]	X
cana-3471	211	4	l.	l.	PROPN
cana-3471	211	5	meng	meng	PROPN
cana-3471	211	6	and	and	CCONJ
cana-3471	211	7	w.	w.	PROPN
cana-3471	211	8	wu	wu	PROPN
cana-3471	211	9	,	,	PUNCT
cana-3471	211	10	"	"	PUNCT
cana-3471	211	11	dynamic	dynamic	ADJ
cana-3471	211	12	source	source	NOUN
cana-3471	211	13	routing	routing	NOUN
cana-3471	211	14	protocol	protocol	NOUN
cana-3471	211	15	based	base	VERB
cana-3471	211	16	on	on	ADP
cana-3471	211	17	link	link	NOUN
cana-3471	211	18	stability	stability	NOUN
cana-3471	211	19	arithmetic	arithmetic	ADJ
cana-3471	211	20	,	,	PUNCT
cana-3471	211	21	"	"	PUNCT
cana-3471	211	22	international	international	ADJ
cana-3471	211	23	symposium	symposium	NOUN
cana-3471	211	24	on	on	ADP
cana-3471	211	25	information	information	NOUN
cana-3471	211	26	science	science	NOUN
cana-3471	211	27	and	and	CCONJ
cana-3471	211	28	engineering	engineering	NOUN
cana-3471	211	29	(	(	PUNCT
cana-3471	211	30	isise	isise	ADJ
cana-3471	211	31	'	'	NUM
cana-3471	211	32	08	08	NUM
cana-3471	211	33	)	)	PUNCT
cana-3471	211	34	,	,	PUNCT
cana-3471	211	35	vol	vol	NOUN
cana-3471	211	36	.	.	PROPN
cana-3471	211	37	2	2	NUM
cana-3471	211	38	,	,	PUNCT
cana-3471	211	39	pp	pp	ADJ
cana-3471	211	40	.	.	PUNCT
cana-3471	212	1	730	730	NUM
cana-3471	212	2	-	-	SYM
cana-3471	212	3	733	733	NUM
cana-3471	212	4	,	,	PUNCT
cana-3471	212	5	dec	dec	PROPN
cana-3471	212	6	.	.	PROPN
cana-3471	212	7	20	20	NUM
cana-3471	212	8	-	-	SYM
cana-3471	212	9	22	22	NUM
cana-3471	212	10	,	,	PUNCT
cana-3471	212	11	2008	2008	NUM
cana-3471	212	12	.	.	PUNCT
cana-3471	213	1	[	[	X
cana-3471	213	2	15	15	NUM
cana-3471	213	3	]	]	X
cana-3471	213	4	c.	c.	PROPN
cana-3471	213	5	wu	wu	PROPN
cana-3471	213	6	and	and	CCONJ
cana-3471	213	7	k.	k.	PROPN
cana-3471	213	8	kato	kato	PROPN
cana-3471	213	9	,	,	PUNCT
cana-3471	213	10	"	"	PUNCT
cana-3471	213	11	amanet	amanet	NOUN
cana-3471	213	12	protocol	protocol	NOUN
cana-3471	213	13	considering	consider	VERB
cana-3471	213	14	link	link	NOUN
cana-3471	213	15	stability	stability	NOUN
cana-3471	213	16	and	and	CCONJ
cana-3471	213	17	bandwidth	bandwidth	ADJ
cana-3471	213	18	efficiency	efficiency	NOUN
cana-3471	213	19	,	,	PUNCT
cana-3471	213	20	"	"	PUNCT
cana-3471	213	21	international	international	ADJ
cana-3471	213	22	conference	conference	NOUN
cana-3471	213	23	on	on	ADP
cana-3471	213	24	ultra	ultra	ADJ
cana-3471	213	25	-	-	ADJ
cana-3471	213	26	modern	modern	ADJ
cana-3471	213	27	telecommunications	telecommunication	NOUN
cana-3471	213	28	workshops	workshop	NOUN
cana-3471	213	29	(	(	PUNCT
cana-3471	213	30	icumt	icumt	ADJ
cana-3471	213	31	'	'	NUM
cana-3471	213	32	09	09	NUM
cana-3471	213	33	)	)	PUNCT
cana-3471	213	34	,	,	PUNCT
cana-3471	214	1	pp	pp	PROPN
cana-3471	214	2	.	.	PROPN
cana-3471	215	1	18	18	NUM
cana-3471	215	2	,	,	PUNCT
cana-3471	215	3	oct	oct	PROPN
cana-3471	215	4	.	.	PROPN
cana-3471	215	5	12	12	NUM
cana-3471	215	6	-	-	SYM
cana-3471	215	7	14	14	NUM
cana-3471	215	8	,	,	PUNCT
cana-3471	215	9	2009	2009	NUM
cana-3471	215	10	.	.	PUNCT