id	sid	tid	token	lemma	pos
cana-802	1	1	communications	communication	NOUN
cana-802	1	2	on	on	ADP
cana-802	1	3	applied	apply	VERB
cana-802	1	4	nonlinear	nonlinear	ADJ
cana-802	1	5	analysis	analysis	NOUN
cana-802	1	6	issn	issn	NOUN
cana-802	1	7	:	:	PUNCT
cana-802	1	8	1074	1074	NUM
cana-802	1	9	-	-	PUNCT
cana-802	1	10	133x	133x	NUM
cana-802	1	11	vol	vol	NOUN
cana-802	1	12	31	31	NUM
cana-802	1	13	no	no	NOUN
cana-802	1	14	.	.	PUNCT
cana-802	2	1	3s	3s	NUM
cana-802	2	2	(	(	PUNCT
cana-802	2	3	2024	2024	NUM
cana-802	2	4	)	)	PUNCT
cana-802	2	5	470	470	NUM
cana-802	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-802	2	7	game	game	NOUN
cana-802	2	8	theory	theory	NOUN
cana-802	2	9	and	and	CCONJ
cana-802	2	10	adversarial	adversarial	ADJ
cana-802	2	11	machine	machine	NOUN
cana-802	2	12	learning	learning	NOUN
cana-802	2	13	:	:	PUNCT
cana-802	2	14	analyzing	analyze	VERB
cana-802	2	15	strategic	strategic	ADJ
cana-802	2	16	interactions	interaction	NOUN
cana-802	2	17	in	in	ADP
cana-802	2	18	cybersecurity	cybersecurity	NOUN
cana-802	2	19	bhagawati	bhagawati	PROPN
cana-802	2	20	chunilal	chunilal	PROPN
cana-802	2	21	patil1	patil1	PROPN
cana-802	2	22	,	,	PUNCT
cana-802	2	23	aparana	aparana	PROPN
cana-802	2	24	mishra2	mishra2	PROPN
cana-802	2	25	,	,	PUNCT
cana-802	2	26	ajay	ajay	PROPN
cana-802	2	27	kumar3	kumar3	PROPN
cana-802	2	28	,	,	PUNCT
cana-802	2	29	tejal	tejal	VERB
cana-802	2	30	kamalakar	kamalakar	PROPN
cana-802	2	31	jawale4	jawale4	PROPN
cana-802	2	32	,	,	PUNCT
cana-802	2	33	rahul	rahul	PROPN
cana-802	2	34	atmaram	atmaram	PROPN
cana-802	2	35	wagh5	wagh5	PROPN
cana-802	2	36	,	,	PUNCT
cana-802	2	37	namarta	namarta	PROPN
cana-802	2	38	jagdish	jagdish	PROPN
cana-802	2	39	helonde6	helonde6	PROPN
cana-802	3	1	1assistant	1assistant	NUM
cana-802	3	2	professor	professor	NOUN
cana-802	3	3	,	,	PUNCT
cana-802	3	4	department	department	NOUN
cana-802	3	5	of	of	ADP
cana-802	3	6	electronics	electronic	NOUN
cana-802	3	7	and	and	CCONJ
cana-802	3	8	telecommunication	telecommunication	NOUN
cana-802	3	9	,	,	PUNCT
cana-802	3	10	sandip	sandip	PROPN
cana-802	3	11	institute	institute	PROPN
cana-802	3	12	of	of	ADP
cana-802	3	13	engineering	engineering	PROPN
cana-802	3	14	&	&	CCONJ
cana-802	3	15	management	management	NOUN
cana-802	3	16	,	,	PUNCT
cana-802	3	17	nashik	nashik	PROPN
cana-802	3	18	,	,	PUNCT
cana-802	3	19	maharashtra	maharashtra	PROPN
cana-802	3	20	,	,	PUNCT
cana-802	3	21	india	india	PROPN
cana-802	3	22	.	.	PUNCT
cana-802	4	1	bhagawati.patil@siem.org.in	bhagawati.patil@siem.org.in	PROPN
cana-802	4	2	2assistant	2assistant	NUM
cana-802	4	3	professor	professor	NOUN
cana-802	4	4	,	,	PUNCT
cana-802	4	5	department	department	NOUN
cana-802	4	6	of	of	ADP
cana-802	4	7	electronics	electronic	NOUN
cana-802	4	8	and	and	CCONJ
cana-802	4	9	telecommunication	telecommunication	NOUN
cana-802	4	10	,	,	PUNCT
cana-802	4	11	sandip	sandip	PROPN
cana-802	4	12	university	university	NOUN
cana-802	4	13	nashik	nashik	PROPN
cana-802	4	14	,	,	PUNCT
cana-802	4	15	maharashtra	maharashtra	PROPN
cana-802	4	16	,	,	PUNCT
cana-802	4	17	india	india	PROPN
cana-802	4	18	.	.	PUNCT
cana-802	5	1	aparana.mishra@sandipuniversity.edu.in	aparana.mishra@sandipuniversity.edu.in	PROPN
cana-802	5	2	3assistant	3assistant	NUM
cana-802	5	3	professor	professor	NOUN
cana-802	5	4	,	,	PUNCT
cana-802	5	5	department	department	NOUN
cana-802	5	6	of	of	ADP
cana-802	5	7	computer	computer	NOUN
cana-802	5	8	engineering	engineering	NOUN
cana-802	5	9	,	,	PUNCT
cana-802	5	10	sandip	sandip	PROPN
cana-802	5	11	university	university	NOUN
cana-802	5	12	,	,	PUNCT
cana-802	5	13	sijoul	sijoul	PROPN
cana-802	5	14	,	,	PUNCT
cana-802	5	15	bihar	bihar	NOUN
cana-802	5	16	,	,	PUNCT
cana-802	5	17	india	india	PROPN
cana-802	5	18	.	.	PUNCT
cana-802	6	1	ajay.kumarcse@sandipuniversity.edu.in	ajay.kumarcse@sandipuniversity.edu.in	PROPN
cana-802	6	2	4assistant	4assistant	NUM
cana-802	6	3	professor	professor	NOUN
cana-802	6	4	,	,	PUNCT
cana-802	6	5	department	department	NOUN
cana-802	6	6	of	of	ADP
cana-802	6	7	electronics	electronic	NOUN
cana-802	6	8	and	and	CCONJ
cana-802	6	9	telecommunication	telecommunication	NOUN
cana-802	6	10	,	,	PUNCT
cana-802	6	11	sandip	sandip	PROPN
cana-802	6	12	institute	institute	PROPN
cana-802	6	13	of	of	ADP
cana-802	6	14	technology	technology	PROPN
cana-802	6	15	&	&	CCONJ
cana-802	6	16	research	research	PROPN
cana-802	6	17	centre	centre	NOUN
cana-802	6	18	,	,	PUNCT
cana-802	6	19	nashik	nashik	PROPN
cana-802	6	20	maharashtra	maharashtra	PROPN
cana-802	6	21	,	,	PUNCT
cana-802	6	22	india	india	PROPN
cana-802	6	23	.	.	PUNCT
cana-802	7	1	tejal.jawale@sitrc.org	tejal.jawale@sitrc.org	AUX
cana-802	7	2	5assistant	5assistant	NUM
cana-802	7	3	professor	professor	NOUN
cana-802	7	4	,	,	PUNCT
cana-802	7	5	school	school	NOUN
cana-802	7	6	of	of	ADP
cana-802	7	7	science	science	NOUN
cana-802	7	8	,	,	PUNCT
cana-802	7	9	sandip	sandip	PROPN
cana-802	7	10	university	university	PROPN
cana-802	7	11	nashik	nashik	PROPN
cana-802	7	12	,	,	PUNCT
cana-802	7	13	maharashtra	maharashtra	PROPN
cana-802	7	14	,	,	PUNCT
cana-802	7	15	india	india	PROPN
cana-802	7	16	.	.	PROPN
cana-802	7	17	rahul.wagh@sandipuniversity.edu.in	rahul.wagh@sandipuniversity.edu.in	VERB
cana-802	7	18	6assistant	6assistant	NUM
cana-802	7	19	professor	professor	NOUN
cana-802	7	20	,	,	PUNCT
cana-802	7	21	department	department	NOUN
cana-802	7	22	of	of	ADP
cana-802	7	23	electrical	electrical	ADJ
cana-802	7	24	engineering	engineering	NOUN
cana-802	7	25	,	,	PUNCT
cana-802	7	26	sandip	sandip	PROPN
cana-802	7	27	institute	institute	PROPN
cana-802	7	28	of	of	ADP
cana-802	7	29	technology	technology	PROPN
cana-802	7	30	&	&	CCONJ
cana-802	7	31	research	research	PROPN
cana-802	7	32	centre	centre	NOUN
cana-802	7	33	,	,	PUNCT
cana-802	7	34	nashik	nashik	PROPN
cana-802	7	35	maharashtra	maharashtra	PROPN
cana-802	7	36	,	,	PUNCT
cana-802	7	37	india	india	PROPN
cana-802	7	38	.	.	PUNCT
cana-802	8	1	namrata.helonde@sitrc.org	namrata.helonde@sitrc.org	PROPN
cana-802	8	2	article	article	NOUN
cana-802	8	3	history	history	NOUN
cana-802	8	4	:	:	PUNCT
cana-802	8	5	received	receive	VERB
cana-802	8	6	:	:	PUNCT
cana-802	8	7	10	10	NUM
cana-802	8	8	-	-	PUNCT
cana-802	8	9	04	04	NUM
cana-802	8	10	-	-	PUNCT
cana-802	8	11	2024	2024	NUM
cana-802	8	12	revised	revise	VERB
cana-802	8	13	:	:	PUNCT
cana-802	8	14	27	27	NUM
cana-802	8	15	-	-	SYM
cana-802	8	16	05	05	NUM
cana-802	8	17	-	-	PUNCT
cana-802	8	18	2024	2024	NUM
cana-802	8	19	accepted	accept	VERB
cana-802	8	20	:	:	PUNCT
cana-802	8	21	16	16	NUM
cana-802	8	22	-	-	SYM
cana-802	8	23	06	06	NUM
cana-802	8	24	-	-	PUNCT
cana-802	8	25	2024	2024	NUM
cana-802	8	26	abstract	abstract	NOUN
cana-802	8	27	:	:	PUNCT
cana-802	8	28	when	when	SCONJ
cana-802	8	29	it	it	PRON
cana-802	8	30	comes	come	VERB
cana-802	8	31	to	to	ADP
cana-802	8	32	cybersecurity	cybersecurity	NOUN
cana-802	8	33	,	,	PUNCT
cana-802	8	34	the	the	DET
cana-802	8	35	way	way	NOUN
cana-802	8	36	that	that	PRON
cana-802	8	37	attackers	attacker	NOUN
cana-802	8	38	and	and	CCONJ
cana-802	8	39	defenders	defender	NOUN
cana-802	8	40	work	work	VERB
cana-802	8	41	together	together	ADV
cana-802	8	42	strategically	strategically	ADV
cana-802	8	43	is	be	AUX
cana-802	8	44	becoming	become	VERB
cana-802	8	45	more	more	ADV
cana-802	8	46	and	and	CCONJ
cana-802	8	47	more	more	ADV
cana-802	8	48	like	like	ADP
cana-802	8	49	how	how	SCONJ
cana-802	8	50	games	game	NOUN
cana-802	8	51	work	work	VERB
cana-802	8	52	in	in	ADP
cana-802	8	53	general	general	ADJ
cana-802	8	54	.	.	PUNCT
cana-802	9	1	adversarial	adversarial	ADJ
cana-802	9	2	machine	machine	NOUN
cana-802	9	3	learning	learning	NOUN
cana-802	9	4	(	(	PUNCT
cana-802	9	5	aml	aml	PROPN
cana-802	9	6	)	)	PUNCT
cana-802	9	7	has	have	AUX
cana-802	9	8	become	become	VERB
cana-802	9	9	an	an	DET
cana-802	9	10	important	important	ADJ
cana-802	9	11	area	area	NOUN
cana-802	9	12	of	of	ADP
cana-802	9	13	hacking	hack	VERB
cana-802	9	14	.	.	PUNCT
cana-802	10	1	in	in	ADP
cana-802	10	2	aml	aml	PROPN
cana-802	10	3	,	,	PUNCT
cana-802	10	4	attackers	attacker	NOUN
cana-802	10	5	use	use	VERB
cana-802	10	6	complex	complex	ADJ
cana-802	10	7	methods	method	NOUN
cana-802	10	8	to	to	PART
cana-802	10	9	avoid	avoid	VERB
cana-802	10	10	being	be	AUX
cana-802	10	11	caught	catch	VERB
cana-802	10	12	and	and	CCONJ
cana-802	10	13	take	take	VERB
cana-802	10	14	advantage	advantage	NOUN
cana-802	10	15	of	of	ADP
cana-802	10	16	flaws	flaw	NOUN
cana-802	10	17	in	in	ADP
cana-802	10	18	machine	machine	NOUN
cana-802	10	19	learning	learning	NOUN
cana-802	10	20	models	model	NOUN
cana-802	10	21	.	.	PUNCT
cana-802	11	1	the	the	DET
cana-802	11	2	goal	goal	NOUN
cana-802	11	3	of	of	ADP
cana-802	11	4	this	this	DET
cana-802	11	5	study	study	NOUN
cana-802	11	6	is	be	AUX
cana-802	11	7	to	to	PART
cana-802	11	8	give	give	VERB
cana-802	11	9	a	a	DET
cana-802	11	10	full	full	ADJ
cana-802	11	11	picture	picture	NOUN
cana-802	11	12	of	of	ADP
cana-802	11	13	how	how	SCONJ
cana-802	11	14	strategies	strategy	NOUN
cana-802	11	15	combine	combine	VERB
cana-802	11	16	in	in	ADP
cana-802	11	17	cybersecurity	cybersecurity	NOUN
cana-802	11	18	by	by	ADP
cana-802	11	19	looking	look	VERB
cana-802	11	20	at	at	ADP
cana-802	11	21	where	where	SCONJ
cana-802	11	22	game	game	NOUN
cana-802	11	23	theory	theory	NOUN
cana-802	11	24	and	and	CCONJ
cana-802	11	25	aml	aml	PROPN
cana-802	11	26	meet	meet	NOUN
cana-802	11	27	.	.	PUNCT
cana-802	12	1	you	you	PRON
cana-802	12	2	can	can	AUX
cana-802	12	3	think	think	VERB
cana-802	12	4	of	of	ADP
cana-802	12	5	the	the	DET
cana-802	12	6	strategic	strategic	ADJ
cana-802	12	7	exchanges	exchange	NOUN
cana-802	12	8	in	in	ADP
cana-802	12	9	cybersecurity	cybersecurity	NOUN
cana-802	12	10	as	as	ADP
cana-802	12	11	a	a	DET
cana-802	12	12	game	game	NOUN
cana-802	12	13	between	between	ADP
cana-802	12	14	attackers	attacker	NOUN
cana-802	12	15	and	and	CCONJ
cana-802	12	16	defenders	defender	NOUN
cana-802	12	17	.	.	PUNCT
cana-802	13	1	defenders	defender	NOUN
cana-802	13	2	want	want	VERB
cana-802	13	3	to	to	PART
cana-802	13	4	keep	keep	VERB
cana-802	13	5	systems	system	NOUN
cana-802	13	6	and	and	CCONJ
cana-802	13	7	data	datum	NOUN
cana-802	13	8	safe	safe	ADJ
cana-802	13	9	,	,	PUNCT
cana-802	13	10	and	and	CCONJ
cana-802	13	11	enemies	enemy	NOUN
cana-802	13	12	want	want	VERB
cana-802	13	13	to	to	PART
cana-802	13	14	break	break	VERB
cana-802	13	15	into	into	ADP
cana-802	13	16	them	they	PRON
cana-802	13	17	for	for	ADP
cana-802	13	18	bad	bad	ADJ
cana-802	13	19	reasons	reason	NOUN
cana-802	13	20	.	.	PUNCT
cana-802	14	1	in	in	ADP
cana-802	14	2	this	this	DET
cana-802	14	3	game	game	NOUN
cana-802	14	4	,	,	PUNCT
cana-802	14	5	players	player	NOUN
cana-802	14	6	have	have	VERB
cana-802	14	7	to	to	PART
cana-802	14	8	make	make	VERB
cana-802	14	9	a	a	DET
cana-802	14	10	lot	lot	NOUN
cana-802	14	11	of	of	ADP
cana-802	14	12	decisions	decision	NOUN
cana-802	14	13	.	.	PUNCT
cana-802	15	1	defenders	defender	NOUN
cana-802	15	2	have	have	VERB
cana-802	15	3	to	to	PART
cana-802	15	4	think	think	VERB
cana-802	15	5	ahead	ahead	ADV
cana-802	15	6	and	and	CCONJ
cana-802	15	7	prepare	prepare	VERB
cana-802	15	8	for	for	ADP
cana-802	15	9	possible	possible	ADJ
cana-802	15	10	attacks	attack	NOUN
cana-802	15	11	,	,	PUNCT
cana-802	15	12	while	while	SCONJ
cana-802	15	13	attackers	attacker	NOUN
cana-802	15	14	change	change	VERB
cana-802	15	15	their	their	PRON
cana-802	15	16	plans	plan	NOUN
cana-802	15	17	all	all	DET
cana-802	15	18	the	the	DET
cana-802	15	19	time	time	NOUN
cana-802	15	20	to	to	PART
cana-802	15	21	avoid	avoid	VERB
cana-802	15	22	being	be	AUX
cana-802	15	23	caught	catch	VERB
cana-802	15	24	and	and	CCONJ
cana-802	15	25	take	take	VERB
cana-802	15	26	advantage	advantage	NOUN
cana-802	15	27	of	of	ADP
cana-802	15	28	defenses	defense	NOUN
cana-802	15	29	'	'	PART
cana-802	15	30	weaknesses	weakness	NOUN
cana-802	15	31	.	.	PUNCT
cana-802	16	1	game	game	NOUN
cana-802	16	2	theory	theory	NOUN
cana-802	16	3	gives	give	VERB
cana-802	16	4	us	we	PRON
cana-802	16	5	a	a	DET
cana-802	16	6	way	way	NOUN
cana-802	16	7	to	to	PART
cana-802	16	8	formally	formally	ADV
cana-802	16	9	model	model	VERB
cana-802	16	10	these	these	DET
cana-802	16	11	interactions	interaction	NOUN
cana-802	16	12	,	,	PUNCT
cana-802	16	13	which	which	PRON
cana-802	16	14	lets	let	VERB
cana-802	16	15	us	we	PRON
cana-802	16	16	look	look	VERB
cana-802	16	17	at	at	ADP
cana-802	16	18	the	the	DET
cana-802	16	19	best	good	ADJ
cana-802	16	20	tactics	tactic	NOUN
cana-802	16	21	and	and	CCONJ
cana-802	16	22	results	result	NOUN
cana-802	16	23	that	that	PRON
cana-802	16	24	are	be	AUX
cana-802	16	25	in	in	ADP
cana-802	16	26	balance	balance	NOUN
cana-802	16	27	.	.	PUNCT
cana-802	17	1	during	during	ADP
cana-802	17	2	aml	aml	PROPN
cana-802	17	3	,	,	PUNCT
cana-802	17	4	defenders	defender	NOUN
cana-802	17	5	use	use	VERB
cana-802	17	6	machine	machine	NOUN
cana-802	17	7	learning	learning	NOUN
cana-802	17	8	models	model	NOUN
cana-802	17	9	to	to	PART
cana-802	17	10	find	find	VERB
cana-802	17	11	and	and	CCONJ
cana-802	17	12	stop	stop	VERB
cana-802	17	13	security	security	NOUN
cana-802	17	14	risks	risk	NOUN
cana-802	17	15	,	,	PUNCT
cana-802	17	16	while	while	SCONJ
cana-802	17	17	attackers	attacker	NOUN
cana-802	17	18	change	change	VERB
cana-802	17	19	these	these	DET
cana-802	17	20	models	model	NOUN
cana-802	17	21	using	use	VERB
cana-802	17	22	methods	method	NOUN
cana-802	17	23	like	like	ADP
cana-802	17	24	escape	escape	NOUN
cana-802	17	25	attacks	attack	NOUN
cana-802	17	26	,	,	PUNCT
cana-802	17	27	poisoning	poisoning	NOUN
cana-802	17	28	attacks	attack	NOUN
cana-802	17	29	,	,	PUNCT
cana-802	17	30	and	and	CCONJ
cana-802	17	31	model	model	NOUN
cana-802	17	32	inversion	inversion	NOUN
cana-802	17	33	attacks	attack	NOUN
cana-802	17	34	.	.	PUNCT
cana-802	18	1	in	in	ADP
cana-802	18	2	these	these	DET
cana-802	18	3	hostile	hostile	ADJ
cana-802	18	4	tactics	tactic	NOUN
cana-802	18	5	,	,	PUNCT
cana-802	18	6	there	there	PRON
cana-802	18	7	is	be	VERB
cana-802	18	8	a	a	DET
cana-802	18	9	strategic	strategic	ADJ
cana-802	18	10	element	element	NOUN
cana-802	18	11	added	add	VERB
cana-802	18	12	to	to	ADP
cana-802	18	13	cybersecurity	cybersecurity	NOUN
cana-802	18	14	,	,	PUNCT
cana-802	18	15	where	where	SCONJ
cana-802	18	16	defenders	defender	NOUN
cana-802	18	17	must	must	AUX
cana-802	18	18	think	think	VERB
cana-802	18	19	about	about	ADP
cana-802	18	20	the	the	DET
cana-802	18	21	goals	goal	NOUN
cana-802	18	22	and	and	CCONJ
cana-802	18	23	skills	skill	NOUN
cana-802	18	24	of	of	ADP
cana-802	18	25	attackers	attacker	NOUN
cana-802	18	26	when	when	SCONJ
cana-802	18	27	creating	create	VERB
cana-802	18	28	and	and	CCONJ
cana-802	18	29	using	use	VERB
cana-802	18	30	defenses	defense	NOUN
cana-802	18	31	.	.	PUNCT
cana-802	19	1	this	this	DET
cana-802	19	2	paper	paper	NOUN
cana-802	19	3	looks	look	VERB
cana-802	19	4	at	at	ADP
cana-802	19	5	the	the	DET
cana-802	19	6	research	research	NOUN
cana-802	19	7	that	that	PRON
cana-802	19	8	has	have	AUX
cana-802	19	9	already	already	ADV
cana-802	19	10	been	be	AUX
cana-802	19	11	done	do	VERB
cana-802	19	12	on	on	ADP
cana-802	19	13	using	use	VERB
cana-802	19	14	game	game	NOUN
cana-802	19	15	theory	theory	NOUN
cana-802	19	16	to	to	PART
cana-802	19	17	study	study	VERB
cana-802	19	18	hacking	hack	VERB
cana-802	19	19	and	and	CCONJ
cana-802	19	20	how	how	SCONJ
cana-802	19	21	these	these	DET
cana-802	19	22	models	model	NOUN
cana-802	19	23	can	can	AUX
cana-802	19	24	be	be	AUX
cana-802	19	25	used	use	VERB
cana-802	19	26	to	to	PART
cana-802	19	27	study	study	VERB
cana-802	19	28	how	how	SCONJ
cana-802	19	29	strategies	strategy	NOUN
cana-802	19	30	combine	combine	VERB
cana-802	19	31	in	in	ADP
cana-802	19	32	aml	aml	PROPN
cana-802	19	33	.	.	PUNCT
cana-802	20	1	it	it	PRON
cana-802	20	2	talks	talk	VERB
cana-802	20	3	about	about	ADP
cana-802	20	4	different	different	ADJ
cana-802	20	5	types	type	NOUN
cana-802	20	6	of	of	ADP
cana-802	20	7	games	game	NOUN
cana-802	20	8	,	,	PUNCT
cana-802	20	9	like	like	ADP
cana-802	20	10	rigid	rigid	ADJ
cana-802	20	11	and	and	CCONJ
cana-802	20	12	dynamic	dynamic	ADJ
cana-802	20	13	games	game	NOUN
cana-802	20	14	,	,	PUNCT
cana-802	20	15	and	and	CCONJ
cana-802	20	16	what	what	PRON
cana-802	20	17	they	they	PRON
cana-802	20	18	mean	mean	VERB
cana-802	20	19	for	for	ADP
cana-802	20	20	protecting	protect	VERB
cana-802	20	21	against	against	ADP
cana-802	20	22	threats	threat	NOUN
cana-802	20	23	from	from	ADP
cana-802	20	24	other	other	ADJ
cana-802	20	25	players	player	NOUN
cana-802	20	26	.	.	PUNCT
cana-802	21	1	besides	besides	SCONJ
cana-802	21	2	that	that	PRON
cana-802	21	3	,	,	PUNCT
cana-802	21	4	it	it	PRON
cana-802	21	5	looks	look	VERB
cana-802	21	6	into	into	ADP
cana-802	21	7	how	how	SCONJ
cana-802	21	8	uneven	uneven	ADJ
cana-802	21	9	knowledge	knowledge	NOUN
cana-802	21	10	,	,	PUNCT
cana-802	21	11	doubt	doubt	NOUN
cana-802	21	12	,	,	PUNCT
cana-802	21	13	and	and	CCONJ
cana-802	21	14	strategy	strategy	NOUN
cana-802	21	15	learning	learning	NOUN
cana-802	21	16	affect	affect	VERB
cana-802	21	17	the	the	DET
cana-802	21	18	results	result	NOUN
cana-802	21	19	of	of	ADP
cana-802	21	20	computer	computer	NOUN
cana-802	21	21	games	game	NOUN
cana-802	21	22	.	.	PUNCT
cana-802	22	1	this	this	DET
cana-802	22	2	paper	paper	NOUN
cana-802	22	3	helps	help	VERB
cana-802	22	4	us	we	PRON
cana-802	22	5	understand	understand	VERB
cana-802	22	6	the	the	DET
cana-802	22	7	strategy	strategy	NOUN
cana-802	22	8	problems	problem	NOUN
cana-802	22	9	that	that	SCONJ
cana-802	22	10	both	both	PRON
cana-802	22	11	attackers	attacker	NOUN
cana-802	22	12	and	and	CCONJ
cana-802	22	13	defenders	defender	NOUN
cana-802	22	14	face	face	VERB
cana-802	22	15	in	in	ADP
cana-802	22	16	cybersecurity	cybersecurity	NOUN
cana-802	22	17	better	well	ADV
cana-802	22	18	by	by	ADP
cana-802	22	19	combining	combine	VERB
cana-802	22	20	game	game	NOUN
cana-802	22	21	theory	theory	NOUN
cana-802	22	22	with	with	ADP
cana-802	22	23	aml	aml	PROPN
cana-802	22	24	.	.	PUNCT
cana-802	23	1	it	it	PRON
cana-802	23	2	shows	show	VERB
cana-802	23	3	how	how	SCONJ
cana-802	23	4	important	important	ADJ
cana-802	23	5	it	it	PRON
cana-802	23	6	is	be	AUX
cana-802	23	7	to	to	PART
cana-802	23	8	think	think	VERB
cana-802	23	9	strategically	strategically	ADV
cana-802	23	10	and	and	CCONJ
cana-802	23	11	build	build	VERB
cana-802	23	12	weapons	weapon	NOUN
cana-802	23	13	that	that	PRON
cana-802	23	14	can	can	AUX
cana-802	23	15	change	change	VERB
cana-802	23	16	to	to	PART
cana-802	23	17	deal	deal	VERB
cana-802	23	18	with	with	ADP
cana-802	23	19	risks	risk	NOUN
cana-802	23	20	that	that	PRON
cana-802	23	21	change	change	VERB
cana-802	23	22	,	,	PUNCT
cana-802	23	23	and	and	CCONJ
cana-802	23	24	it	it	PRON
cana-802	23	25	sets	set	VERB
cana-802	23	26	the	the	DET
cana-802	23	27	stage	stage	NOUN
cana-802	23	28	for	for	ADP
cana-802	23	29	future	future	ADJ
cana-802	23	30	study	study	NOUN
cana-802	23	31	in	in	ADP
cana-802	23	32	this	this	DET
cana-802	23	33	field	field	NOUN
cana-802	23	34	,	,	PUNCT
cana-802	23	35	communications	communication	NOUN
cana-802	23	36	on	on	ADP
cana-802	23	37	applied	apply	VERB
cana-802	23	38	nonlinear	nonlinear	ADJ
cana-802	23	39	analysis	analysis	NOUN
cana-802	23	40	issn	issn	NOUN
cana-802	23	41	:	:	PUNCT
cana-802	23	42	1074	1074	NUM
cana-802	23	43	-	-	PUNCT
cana-802	23	44	133x	133x	NUM
cana-802	23	45	vol	vol	NOUN
cana-802	23	46	31	31	NUM
cana-802	23	47	no	no	NOUN
cana-802	23	48	.	.	PUNCT
cana-802	24	1	3s	3s	NUM
cana-802	24	2	(	(	PUNCT
cana-802	24	3	2024	2024	NUM
cana-802	24	4	)	)	PUNCT
cana-802	24	5	471	471	NUM
cana-802	24	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-802	24	7	which	which	PRON
cana-802	24	8	is	be	AUX
cana-802	24	9	changing	change	VERB
cana-802	24	10	very	very	ADV
cana-802	24	11	quickly	quickly	ADV
cana-802	24	12	.	.	PUNCT
cana-802	25	1	keywords	keyword	NOUN
cana-802	25	2	:	:	PUNCT
cana-802	25	3	cybersecurity	cybersecurity	NOUN
cana-802	25	4	,	,	PUNCT
cana-802	25	5	game	game	NOUN
cana-802	25	6	theory	theory	NOUN
cana-802	25	7	,	,	PUNCT
cana-802	25	8	adversarial	adversarial	ADJ
cana-802	25	9	machine	machine	NOUN
cana-802	25	10	learning	learning	NOUN
cana-802	25	11	(	(	PUNCT
cana-802	25	12	aml	aml	PROPN
cana-802	25	13	)	)	PUNCT
cana-802	25	14	,	,	PUNCT
cana-802	25	15	strategic	strategic	ADJ
cana-802	25	16	interactions	interaction	NOUN
cana-802	25	17	,	,	PUNCT
cana-802	25	18	defenders	defender	NOUN
cana-802	25	19	,	,	PUNCT
cana-802	25	20	adversaries	adversary	NOUN
cana-802	25	21	,	,	PUNCT
cana-802	25	22	evasion	evasion	NOUN
cana-802	25	23	attacks	attack	NOUN
cana-802	25	24	,	,	PUNCT
cana-802	25	25	poisoning	poisoning	NOUN
cana-802	25	26	attacks	attack	NOUN
cana-802	25	27	,	,	PUNCT
cana-802	25	28	model	model	NOUN
cana-802	25	29	inversion	inversion	NOUN
cana-802	25	30	attacks	attack	NOUN
cana-802	25	31	,	,	PUNCT
cana-802	25	32	machine	machine	NOUN
cana-802	25	33	learning	learning	NOUN
cana-802	25	34	algorithms	algorithm	NOUN
cana-802	25	35	.	.	PUNCT
cana-802	26	1	1	1	X
cana-802	26	2	.	.	X
cana-802	26	3	introduction	introduction	NOUN
cana-802	26	4	cybersecurity	cybersecurity	NOUN
cana-802	26	5	is	be	AUX
cana-802	26	6	turning	turn	VERB
cana-802	26	7	into	into	ADP
cana-802	26	8	a	a	DET
cana-802	26	9	more	more	ADV
cana-802	26	10	difficult	difficult	ADJ
cana-802	26	11	and	and	CCONJ
cana-802	26	12	important	important	ADJ
cana-802	26	13	battlefield	battlefield	NOUN
cana-802	26	14	where	where	SCONJ
cana-802	26	15	attackers	attacker	NOUN
cana-802	26	16	and	and	CCONJ
cana-802	26	17	defenders	defender	NOUN
cana-802	26	18	interact	interact	VERB
cana-802	26	19	in	in	ADP
cana-802	26	20	ways	way	NOUN
cana-802	26	21	that	that	PRON
cana-802	26	22	remind	remind	VERB
cana-802	26	23	us	we	PRON
cana-802	26	24	of	of	ADP
cana-802	26	25	classic	classic	ADJ
cana-802	26	26	game	game	NOUN
cana-802	26	27	theory	theory	NOUN
cana-802	26	28	situations	situation	NOUN
cana-802	26	29	.	.	PUNCT
cana-802	27	1	the	the	DET
cana-802	27	2	rise	rise	NOUN
cana-802	27	3	of	of	ADP
cana-802	27	4	hostile	hostile	ADJ
cana-802	27	5	machine	machine	NOUN
cana-802	27	6	learning	learning	NOUN
cana-802	27	7	(	(	PUNCT
cana-802	27	8	aml	aml	PROPN
cana-802	27	9	)	)	PUNCT
cana-802	27	10	has	have	AUX
cana-802	27	11	added	add	VERB
cana-802	27	12	new	new	ADJ
cana-802	27	13	dimensions	dimension	NOUN
cana-802	27	14	to	to	ADP
cana-802	27	15	the	the	DET
cana-802	27	16	strategy	strategy	NOUN
cana-802	27	17	dynamics	dynamic	NOUN
cana-802	27	18	in	in	ADP
cana-802	27	19	this	this	DET
cana-802	27	20	constantly	constantly	ADV
cana-802	27	21	changing	change	VERB
cana-802	27	22	environment	environment	NOUN
cana-802	27	23	.	.	PUNCT
cana-802	28	1	enemies	enemy	NOUN
cana-802	28	2	use	use	VERB
cana-802	28	3	advanced	advanced	ADJ
cana-802	28	4	methods	method	NOUN
cana-802	28	5	to	to	PART
cana-802	28	6	avoid	avoid	VERB
cana-802	28	7	discovery	discovery	NOUN
cana-802	28	8	and	and	CCONJ
cana-802	28	9	take	take	VERB
cana-802	28	10	advantage	advantage	NOUN
cana-802	28	11	of	of	ADP
cana-802	28	12	weaknesses	weakness	NOUN
cana-802	28	13	in	in	ADP
cana-802	28	14	machine	machine	NOUN
cana-802	28	15	learning	learning	NOUN
cana-802	28	16	-	-	PUNCT
cana-802	28	17	based	base	VERB
cana-802	28	18	defense	defense	NOUN
cana-802	28	19	systems	system	NOUN
cana-802	28	20	.	.	PUNCT
cana-802	29	1	this	this	DET
cana-802	29	2	essay	essay	PROPN
cana-802	29	3	explores	explore	VERB
cana-802	29	4	the	the	DET
cana-802	29	5	area	area	NOUN
cana-802	29	6	where	where	SCONJ
cana-802	29	7	game	game	NOUN
cana-802	29	8	theory	theory	NOUN
cana-802	29	9	and	and	CCONJ
cana-802	29	10	aml	aml	PROPN
cana-802	29	11	meet	meet	NOUN
cana-802	29	12	[	[	X
cana-802	29	13	1	1	X
cana-802	29	14	]	]	X
cana-802	30	1	[	[	X
cana-802	30	2	2	2	NUM
cana-802	30	3	]	]	PUNCT
cana-802	30	4	.	.	PUNCT
cana-802	31	1	its	its	PRON
cana-802	31	2	goal	goal	NOUN
cana-802	31	3	is	be	AUX
cana-802	31	4	to	to	PART
cana-802	31	5	give	give	VERB
cana-802	31	6	a	a	DET
cana-802	31	7	thorough	thorough	ADJ
cana-802	31	8	look	look	NOUN
cana-802	31	9	at	at	ADP
cana-802	31	10	how	how	SCONJ
cana-802	31	11	strategies	strategy	NOUN
cana-802	31	12	work	work	VERB
cana-802	31	13	together	together	ADV
cana-802	31	14	in	in	ADP
cana-802	31	15	cybersecurity	cybersecurity	NOUN
cana-802	31	16	and	and	CCONJ
cana-802	31	17	put	put	VERB
cana-802	31	18	light	light	NOUN
cana-802	31	19	on	on	ADP
cana-802	31	20	good	good	ADJ
cana-802	31	21	defense	defense	NOUN
cana-802	31	22	methods	method	NOUN
cana-802	31	23	for	for	ADP
cana-802	31	24	risks	risk	NOUN
cana-802	31	25	that	that	PRON
cana-802	31	26	are	be	AUX
cana-802	31	27	always	always	ADV
cana-802	31	28	changing	change	VERB
cana-802	31	29	.	.	PUNCT
cana-802	32	1	in	in	ADP
cana-802	32	2	the	the	DET
cana-802	32	3	area	area	NOUN
cana-802	32	4	of	of	ADP
cana-802	32	5	cybersecurity	cybersecurity	NOUN
cana-802	32	6	,	,	PUNCT
cana-802	32	7	there	there	PRON
cana-802	32	8	is	be	VERB
cana-802	32	9	always	always	ADV
cana-802	32	10	an	an	DET
cana-802	32	11	arms	arm	NOUN
cana-802	32	12	race	race	NOUN
cana-802	32	13	going	go	VERB
cana-802	32	14	on	on	ADP
cana-802	32	15	between	between	ADP
cana-802	32	16	attackers	attacker	NOUN
cana-802	32	17	and	and	CCONJ
cana-802	32	18	defenses	defense	NOUN
cana-802	32	19	.	.	PUNCT
cana-802	33	1	defenders	defender	NOUN
cana-802	33	2	,	,	PUNCT
cana-802	33	3	which	which	PRON
cana-802	33	4	can	can	AUX
cana-802	33	5	be	be	AUX
cana-802	33	6	anyone	anyone	PRON
cana-802	33	7	from	from	ADP
cana-802	33	8	a	a	DET
cana-802	33	9	single	single	ADJ
cana-802	33	10	person	person	NOUN
cana-802	33	11	to	to	ADP
cana-802	33	12	a	a	DET
cana-802	33	13	large	large	ADJ
cana-802	33	14	organization	organization	NOUN
cana-802	33	15	,	,	PUNCT
cana-802	33	16	use	use	VERB
cana-802	33	17	a	a	DET
cana-802	33	18	variety	variety	NOUN
cana-802	33	19	of	of	ADP
cana-802	33	20	security	security	NOUN
cana-802	33	21	measures	measure	NOUN
cana-802	33	22	to	to	PART
cana-802	33	23	keep	keep	VERB
cana-802	33	24	their	their	PRON
cana-802	33	25	systems	system	NOUN
cana-802	33	26	and	and	CCONJ
cana-802	33	27	data	datum	NOUN
cana-802	33	28	safe	safe	ADJ
cana-802	33	29	from	from	ADP
cana-802	33	30	theft	theft	NOUN
cana-802	33	31	,	,	PUNCT
cana-802	33	32	alteration	alteration	NOUN
cana-802	33	33	,	,	PUNCT
cana-802	33	34	and	and	CCONJ
cana-802	33	35	access	access	NOUN
cana-802	33	36	by	by	ADP
cana-802	33	37	people	people	NOUN
cana-802	33	38	who	who	PRON
cana-802	33	39	are	be	AUX
cana-802	33	40	n't	not	PART
cana-802	33	41	supposed	suppose	VERB
cana-802	33	42	to	to	PART
cana-802	33	43	have	have	VERB
cana-802	33	44	it	it	PRON
cana-802	34	1	[	[	X
cana-802	34	2	3][4	3][4	NUM
cana-802	34	3	]	]	X
cana-802	34	4	.	.	PUNCT
cana-802	35	1	these	these	DET
cana-802	35	2	steps	step	NOUN
cana-802	35	3	include	include	VERB
cana-802	35	4	many	many	ADJ
cana-802	35	5	types	type	NOUN
cana-802	35	6	of	of	ADP
cana-802	35	7	technology	technology	NOUN
cana-802	35	8	,	,	PUNCT
cana-802	35	9	like	like	ADP
cana-802	35	10	firewalls	firewall	NOUN
cana-802	35	11	,	,	PUNCT
cana-802	35	12	attack	attack	NOUN
cana-802	35	13	detection	detection	NOUN
cana-802	35	14	systems	system	NOUN
cana-802	35	15	,	,	PUNCT
cana-802	35	16	encryption	encryption	NOUN
cana-802	35	17	protocols	protocol	NOUN
cana-802	35	18	,	,	PUNCT
cana-802	35	19	and	and	CCONJ
cana-802	35	20	more	more	ADV
cana-802	35	21	recently	recently	ADV
cana-802	35	22	,	,	PUNCT
cana-802	35	23	systems	system	NOUN
cana-802	35	24	that	that	PRON
cana-802	35	25	use	use	VERB
cana-802	35	26	machine	machine	NOUN
cana-802	35	27	learning	learn	VERB
cana-802	35	28	to	to	PART
cana-802	35	29	find	find	VERB
cana-802	35	30	and	and	CCONJ
cana-802	35	31	stop	stop	VERB
cana-802	35	32	threats	threat	NOUN
cana-802	35	33	and	and	CCONJ
cana-802	35	34	strange	strange	ADJ
cana-802	35	35	behavior	behavior	NOUN
cana-802	35	36	.	.	PUNCT
cana-802	36	1	on	on	ADP
cana-802	36	2	the	the	DET
cana-802	36	3	other	other	ADJ
cana-802	36	4	end	end	NOUN
cana-802	36	5	of	of	ADP
cana-802	36	6	the	the	DET
cana-802	36	7	scale	scale	NOUN
cana-802	36	8	,	,	PUNCT
cana-802	36	9	enemies	enemy	NOUN
cana-802	36	10	like	like	ADP
cana-802	36	11	hackers	hacker	NOUN
cana-802	36	12	,	,	PUNCT
cana-802	36	13	cybercriminal	cybercriminal	ADJ
cana-802	36	14	groups	group	NOUN
cana-802	36	15	,	,	PUNCT
cana-802	36	16	and	and	CCONJ
cana-802	36	17	players	player	NOUN
cana-802	36	18	funded	fund	VERB
cana-802	36	19	by	by	ADP
cana-802	36	20	governments	government	NOUN
cana-802	36	21	are	be	AUX
cana-802	36	22	always	always	ADV
cana-802	36	23	trying	try	VERB
cana-802	36	24	to	to	PART
cana-802	36	25	get	get	VERB
cana-802	36	26	around	around	ADP
cana-802	36	27	these	these	DET
cana-802	36	28	defenses	defense	NOUN
cana-802	36	29	to	to	PART
cana-802	36	30	carry	carry	VERB
cana-802	36	31	out	out	ADP
cana-802	36	32	their	their	PRON
cana-802	36	33	bad	bad	ADJ
cana-802	36	34	intentions	intention	NOUN
cana-802	36	35	,	,	PUNCT
cana-802	36	36	which	which	PRON
cana-802	36	37	could	could	AUX
cana-802	36	38	be	be	AUX
cana-802	36	39	anything	anything	PRON
cana-802	36	40	from	from	ADP
cana-802	36	41	spying	spying	NOUN
cana-802	36	42	or	or	CCONJ
cana-802	36	43	damage	damage	NOUN
cana-802	36	44	to	to	ADP
cana-802	36	45	making	make	VERB
cana-802	36	46	money	money	NOUN
cana-802	36	47	[	[	X
cana-802	36	48	5][6	5][6	NUM
cana-802	36	49	]	]	PUNCT
cana-802	36	50	.	.	PUNCT
cana-802	37	1	the	the	DET
cana-802	37	2	relationship	relationship	NOUN
cana-802	37	3	between	between	ADP
cana-802	37	4	the	the	DET
cana-802	37	5	defender	defender	NOUN
cana-802	37	6	and	and	CCONJ
cana-802	37	7	the	the	DET
cana-802	37	8	enemy	enemy	NOUN
cana-802	37	9	has	have	AUX
cana-802	37	10	changed	change	VERB
cana-802	37	11	a	a	DET
cana-802	37	12	lot	lot	NOUN
cana-802	37	13	since	since	SCONJ
cana-802	37	14	machine	machine	NOUN
cana-802	37	15	learning	learning	NOUN
cana-802	37	16	algorithms	algorithm	NOUN
cana-802	37	17	were	be	AUX
cana-802	37	18	introduced	introduce	VERB
cana-802	37	19	to	to	ADP
cana-802	37	20	cybersecurity	cybersecurity	NOUN
cana-802	37	21	.	.	PUNCT
cana-802	38	1	machine	machine	NOUN
cana-802	38	2	learning	learning	NOUN
cana-802	38	3	models	model	NOUN
cana-802	38	4	are	be	AUX
cana-802	38	5	very	very	ADV
cana-802	38	6	good	good	ADJ
cana-802	38	7	at	at	ADP
cana-802	38	8	finding	find	VERB
cana-802	38	9	and	and	CCONJ
cana-802	38	10	reducing	reduce	VERB
cana-802	38	11	security	security	NOUN
cana-802	38	12	threats	threat	NOUN
cana-802	38	13	because	because	SCONJ
cana-802	38	14	they	they	PRON
cana-802	38	15	can	can	AUX
cana-802	38	16	look	look	VERB
cana-802	38	17	through	through	ADP
cana-802	38	18	huge	huge	ADJ
cana-802	38	19	amounts	amount	NOUN
cana-802	38	20	of	of	ADP
cana-802	38	21	data	datum	NOUN
cana-802	38	22	and	and	CCONJ
cana-802	38	23	find	find	VERB
cana-802	38	24	trends	trend	NOUN
cana-802	38	25	that	that	PRON
cana-802	38	26	point	point	VERB
cana-802	38	27	to	to	ADP
cana-802	38	28	bad	bad	ADJ
cana-802	38	29	behavior	behavior	NOUN
cana-802	38	30	[	[	X
cana-802	38	31	22	22	NUM
cana-802	38	32	]	]	PUNCT
cana-802	38	33	.	.	PUNCT
cana-802	39	1	adversaries	adversary	NOUN
cana-802	39	2	have	have	AUX
cana-802	39	3	,	,	PUNCT
cana-802	39	4	however	however	ADV
cana-802	39	5	,	,	PUNCT
cana-802	39	6	noticed	notice	VERB
cana-802	39	7	how	how	SCONJ
cana-802	39	8	useful	useful	ADJ
cana-802	39	9	these	these	DET
cana-802	39	10	models	model	NOUN
cana-802	39	11	are	be	AUX
cana-802	39	12	and	and	CCONJ
cana-802	39	13	have	have	AUX
cana-802	39	14	come	come	VERB
cana-802	39	15	up	up	ADP
cana-802	39	16	with	with	ADP
cana-802	39	17	complex	complex	ADJ
cana-802	39	18	ways	way	NOUN
cana-802	39	19	to	to	PART
cana-802	39	20	avoid	avoid	VERB
cana-802	39	21	being	be	AUX
cana-802	39	22	caught	catch	VERB
cana-802	39	23	and	and	CCONJ
cana-802	39	24	change	change	VERB
cana-802	39	25	how	how	SCONJ
cana-802	39	26	they	they	PRON
cana-802	39	27	behave	behave	VERB
cana-802	39	28	.	.	PUNCT
cana-802	40	1	aml	aml	PROPN
cana-802	40	2	stands	stand	VERB
cana-802	40	3	for	for	ADP
cana-802	40	4	"	"	PUNCT
cana-802	40	5	adversarial	adversarial	ADJ
cana-802	40	6	attacks	attack	NOUN
cana-802	40	7	against	against	ADP
cana-802	40	8	machine	machine	NOUN
cana-802	40	9	learning	learning	NOUN
cana-802	40	10	systems	system	NOUN
cana-802	40	11	.	.	PUNCT
cana-802	40	12	"	"	PUNCT
cana-802	41	1	these	these	PRON
cana-802	41	2	are	be	AUX
cana-802	41	3	a	a	DET
cana-802	41	4	wide	wide	ADJ
cana-802	41	5	range	range	NOUN
cana-802	41	6	of	of	ADP
cana-802	41	7	methods	method	NOUN
cana-802	41	8	used	use	VERB
cana-802	41	9	to	to	PART
cana-802	41	10	take	take	VERB
cana-802	41	11	advantage	advantage	NOUN
cana-802	41	12	of	of	ADP
cana-802	41	13	weaknesses	weakness	NOUN
cana-802	41	14	in	in	ADP
cana-802	41	15	either	either	CCONJ
cana-802	41	16	the	the	DET
cana-802	41	17	learning	learn	VERB
cana-802	41	18	algorithms	algorithm	NOUN
cana-802	41	19	or	or	CCONJ
cana-802	41	20	the	the	DET
cana-802	41	21	data	datum	NOUN
cana-802	41	22	they	they	PRON
cana-802	41	23	use	use	VERB
cana-802	41	24	[	[	X
cana-802	41	25	23	23	NUM
cana-802	41	26	]	]	PUNCT
cana-802	41	27	.	.	PUNCT
cana-802	42	1	there	there	PRON
cana-802	42	2	are	be	VERB
cana-802	42	3	three	three	NUM
cana-802	42	4	main	main	ADJ
cana-802	42	5	types	type	NOUN
cana-802	42	6	of	of	ADP
cana-802	42	7	aml	aml	PROPN
cana-802	42	8	techniques	technique	NOUN
cana-802	42	9	:	:	PUNCT
cana-802	42	10	escape	escape	NOUN
cana-802	42	11	attacks	attack	NOUN
cana-802	42	12	,	,	PUNCT
cana-802	42	13	poisoning	poisoning	NOUN
cana-802	42	14	attacks	attack	NOUN
cana-802	42	15	,	,	PUNCT
cana-802	42	16	and	and	CCONJ
cana-802	42	17	model	model	NOUN
cana-802	42	18	inversion	inversion	NOUN
cana-802	42	19	attacks	attack	NOUN
cana-802	42	20	.	.	PUNCT
cana-802	43	1	evasion	evasion	NOUN
cana-802	43	2	attacks	attack	NOUN
cana-802	43	3	involve	involve	VERB
cana-802	43	4	creating	create	VERB
cana-802	43	5	raw	raw	ADJ
cana-802	43	6	data	datum	NOUN
cana-802	43	7	that	that	PRON
cana-802	43	8	is	be	AUX
cana-802	43	9	meant	mean	VERB
cana-802	43	10	to	to	PART
cana-802	43	11	trick	trick	VERB
cana-802	43	12	a	a	DET
cana-802	43	13	machine	machine	NOUN
cana-802	43	14	learning	learn	VERB
cana-802	43	15	model	model	NOUN
cana-802	43	16	into	into	ADP
cana-802	43	17	making	make	VERB
cana-802	43	18	wrong	wrong	ADJ
cana-802	43	19	guesses	guess	NOUN
cana-802	43	20	or	or	CCONJ
cana-802	43	21	classifications	classification	NOUN
cana-802	43	22	,	,	PUNCT
cana-802	43	23	which	which	PRON
cana-802	43	24	helps	help	VERB
cana-802	43	25	the	the	DET
cana-802	43	26	attacker	attacker	NOUN
cana-802	43	27	avoid	avoid	VERB
cana-802	43	28	being	be	AUX
cana-802	43	29	caught	catch	VERB
cana-802	43	30	.	.	PUNCT
cana-802	44	1	poisoning	poisoning	NOUN
cana-802	44	2	attacks	attack	NOUN
cana-802	44	3	,	,	PUNCT
cana-802	44	4	on	on	ADP
cana-802	44	5	the	the	DET
cana-802	44	6	other	other	ADJ
cana-802	44	7	hand	hand	NOUN
cana-802	44	8	,	,	PUNCT
cana-802	44	9	try	try	VERB
cana-802	44	10	to	to	PART
cana-802	44	11	damage	damage	VERB
cana-802	44	12	the	the	DET
cana-802	44	13	purity	purity	NOUN
cana-802	44	14	of	of	ADP
cana-802	44	15	the	the	DET
cana-802	44	16	training	training	NOUN
cana-802	44	17	data	datum	NOUN
cana-802	44	18	that	that	PRON
cana-802	44	19	was	be	AUX
cana-802	44	20	used	use	VERB
cana-802	44	21	to	to	PART
cana-802	44	22	create	create	VERB
cana-802	44	23	the	the	DET
cana-802	44	24	model	model	NOUN
cana-802	44	25	[	[	X
cana-802	44	26	7	7	NUM
cana-802	44	27	]	]	PUNCT
cana-802	44	28	.	.	PUNCT
cana-802	45	1	they	they	PRON
cana-802	45	2	do	do	VERB
cana-802	45	3	this	this	PRON
cana-802	45	4	by	by	ADP
cana-802	45	5	adding	add	VERB
cana-802	45	6	harmful	harmful	ADJ
cana-802	45	7	samples	sample	NOUN
cana-802	45	8	or	or	CCONJ
cana-802	45	9	changing	change	VERB
cana-802	45	10	existing	exist	VERB
cana-802	45	11	data	datum	NOUN
cana-802	45	12	in	in	ADP
cana-802	45	13	a	a	DET
cana-802	45	14	sneaky	sneaky	ADJ
cana-802	45	15	way	way	NOUN
cana-802	45	16	to	to	PART
cana-802	45	17	change	change	VERB
cana-802	45	18	the	the	DET
cana-802	45	19	model	model	NOUN
cana-802	45	20	's	's	PART
cana-802	45	21	learned	learn	VERB
cana-802	45	22	decision	decision	NOUN
cana-802	45	23	limits	limit	NOUN
cana-802	45	24	.	.	PUNCT
cana-802	46	1	targeting	target	VERB
cana-802	46	2	the	the	DET
cana-802	46	3	privacy	privacy	NOUN
cana-802	46	4	of	of	ADP
cana-802	46	5	the	the	DET
cana-802	46	6	model	model	NOUN
cana-802	46	7	itself	itself	PRON
cana-802	46	8	,	,	PUNCT
cana-802	46	9	model	model	NOUN
cana-802	46	10	inversion	inversion	NOUN
cana-802	46	11	attacks	attack	NOUN
cana-802	46	12	try	try	VERB
cana-802	46	13	to	to	PART
cana-802	46	14	get	get	VERB
cana-802	46	15	private	private	ADJ
cana-802	46	16	information	information	NOUN
cana-802	46	17	or	or	CCONJ
cana-802	46	18	secret	secret	ADJ
cana-802	46	19	knowledge	knowledge	NOUN
cana-802	46	20	by	by	ADP
cana-802	46	21	carefully	carefully	ADV
cana-802	46	22	crafting	craft	VERB
cana-802	46	23	questions	question	NOUN
cana-802	46	24	that	that	PRON
cana-802	46	25	probe	probe	VERB
cana-802	46	26	the	the	DET
cana-802	46	27	model	model	NOUN
cana-802	46	28	.	.	PUNCT
cana-802	47	1	as	as	ADP
cana-802	47	2	a	a	DET
cana-802	47	3	result	result	NOUN
cana-802	47	4	of	of	ADP
cana-802	47	5	aml	aml	NOUN
cana-802	47	6	,	,	PUNCT
cana-802	47	7	there	there	PRON
cana-802	47	8	are	be	VERB
cana-802	47	9	more	more	ADJ
cana-802	47	10	strategy	strategy	NOUN
cana-802	47	11	effects	effect	NOUN
cana-802	47	12	than	than	ADP
cana-802	47	13	just	just	ADV
cana-802	47	14	technology	technology	NOUN
cana-802	47	15	weaknesses	weakness	NOUN
cana-802	47	16	.	.	PUNCT
cana-802	48	1	these	these	DET
cana-802	48	2	effects	effect	NOUN
cana-802	48	3	include	include	VERB
cana-802	48	4	risk	risk	NOUN
cana-802	48	5	management	management	NOUN
cana-802	48	6	,	,	PUNCT
cana-802	48	7	resource	resource	NOUN
cana-802	48	8	allocation	allocation	NOUN
cana-802	48	9	,	,	PUNCT
cana-802	48	10	and	and	CCONJ
cana-802	48	11	attacker	attacker	NOUN
cana-802	48	12	models	model	NOUN
cana-802	48	13	.	.	PUNCT
cana-802	49	1	game	game	NOUN
cana-802	49	2	theory	theory	NOUN
cana-802	49	3	is	be	AUX
cana-802	49	4	a	a	DET
cana-802	49	5	great	great	ADJ
cana-802	49	6	way	way	NOUN
cana-802	49	7	to	to	PART
cana-802	49	8	look	look	VERB
cana-802	49	9	at	at	ADP
cana-802	49	10	these	these	DET
cana-802	49	11	strategic	strategic	ADJ
cana-802	49	12	exchanges	exchange	NOUN
cana-802	49	13	because	because	SCONJ
cana-802	49	14	it	it	PRON
cana-802	49	15	gives	give	VERB
cana-802	49	16	us	we	PRON
cana-802	49	17	formal	formal	ADJ
cana-802	49	18	ways	way	NOUN
cana-802	49	19	to	to	PART
cana-802	49	20	describe	describe	VERB
cana-802	49	21	the	the	DET
cana-802	49	22	defender	defender	NOUN
cana-802	49	23	-	-	PUNCT
cana-802	49	24	adversary	adversary	NOUN
cana-802	49	25	game	game	NOUN
cana-802	49	26	's	's	PART
cana-802	49	27	incentives	incentive	NOUN
cana-802	49	28	,	,	PUNCT
cana-802	49	29	actions	action	NOUN
cana-802	49	30	,	,	PUNCT
cana-802	49	31	and	and	CCONJ
cana-802	49	32	results	result	VERB
cana-802	49	33	[	[	X
cana-802	49	34	8	8	NUM
cana-802	49	35	]	]	PUNCT
cana-802	49	36	.	.	PUNCT
cana-802	50	1	by	by	ADP
cana-802	50	2	looking	look	VERB
cana-802	50	3	at	at	ADP
cana-802	50	4	cybersecurity	cybersecurity	NOUN
cana-802	50	5	through	through	ADP
cana-802	50	6	the	the	DET
cana-802	50	7	lens	lens	NOUN
cana-802	50	8	of	of	ADP
cana-802	50	9	game	game	NOUN
cana-802	50	10	communications	communication	NOUN
cana-802	50	11	on	on	ADP
cana-802	50	12	applied	apply	VERB
cana-802	50	13	nonlinear	nonlinear	ADJ
cana-802	50	14	analysis	analysis	NOUN
cana-802	50	15	issn	issn	NOUN
cana-802	50	16	:	:	PUNCT
cana-802	50	17	1074	1074	NUM
cana-802	50	18	-	-	PUNCT
cana-802	50	19	133x	133x	NUM
cana-802	50	20	vol	vol	NOUN
cana-802	50	21	31	31	NUM
cana-802	50	22	no	no	NOUN
cana-802	50	23	.	.	PUNCT
cana-802	51	1	3s	3s	NUM
cana-802	51	2	(	(	PUNCT
cana-802	51	3	2024	2024	NUM
cana-802	51	4	)	)	PUNCT
cana-802	51	5	472	472	NUM
cana-802	51	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-802	51	7	theory	theory	NOUN
cana-802	51	8	,	,	PUNCT
cana-802	51	9	we	we	PRON
cana-802	51	10	can	can	AUX
cana-802	51	11	learn	learn	VERB
cana-802	51	12	more	more	ADJ
cana-802	51	13	about	about	ADP
cana-802	51	14	the	the	DET
cana-802	51	15	best	good	ADJ
cana-802	51	16	ways	way	NOUN
cana-802	51	17	to	to	PART
cana-802	51	18	protect	protect	VERB
cana-802	51	19	,	,	PUNCT
cana-802	51	20	what	what	PRON
cana-802	51	21	the	the	DET
cana-802	51	22	best	good	ADJ
cana-802	51	23	results	result	NOUN
cana-802	51	24	are	be	AUX
cana-802	51	25	,	,	PUNCT
cana-802	51	26	and	and	CCONJ
cana-802	51	27	what	what	PRON
cana-802	51	28	makes	make	VERB
cana-802	51	29	both	both	DET
cana-802	51	30	attackers	attacker	NOUN
cana-802	51	31	and	and	CCONJ
cana-802	51	32	defenders	defender	NOUN
cana-802	51	33	act	act	VERB
cana-802	51	34	the	the	DET
cana-802	51	35	way	way	NOUN
cana-802	51	36	they	they	PRON
cana-802	51	37	do	do	VERB
cana-802	51	38	.	.	PUNCT
cana-802	52	1	the	the	DET
cana-802	52	2	point	point	NOUN
cana-802	52	3	of	of	ADP
cana-802	52	4	this	this	DET
cana-802	52	5	paper	paper	NOUN
cana-802	52	6	is	be	AUX
cana-802	52	7	to	to	PART
cana-802	52	8	look	look	VERB
cana-802	52	9	into	into	ADP
cana-802	52	10	how	how	SCONJ
cana-802	52	11	game	game	NOUN
cana-802	52	12	theory	theory	NOUN
cana-802	52	13	can	can	AUX
cana-802	52	14	be	be	AUX
cana-802	52	15	used	use	VERB
cana-802	52	16	to	to	PART
cana-802	52	17	study	study	VERB
cana-802	52	18	strategy	strategy	NOUN
cana-802	52	19	relations	relation	NOUN
cana-802	52	20	in	in	ADP
cana-802	52	21	cybersecurity	cybersecurity	NOUN
cana-802	52	22	,	,	PUNCT
cana-802	52	23	with	with	ADP
cana-802	52	24	a	a	DET
cana-802	52	25	focus	focus	NOUN
cana-802	52	26	on	on	ADP
cana-802	52	27	the	the	DET
cana-802	52	28	new	new	ADJ
cana-802	52	29	problems	problem	NOUN
cana-802	52	30	that	that	PRON
cana-802	52	31	aml	aml	PROPN
cana-802	52	32	is	be	AUX
cana-802	52	33	causing	cause	VERB
cana-802	52	34	[	[	X
cana-802	52	35	9	9	NUM
cana-802	52	36	]	]	X
cana-802	52	37	[	[	X
cana-802	52	38	10	10	NUM
cana-802	52	39	]	]	PUNCT
cana-802	52	40	.	.	PUNCT
cana-802	53	1	we	we	PRON
cana-802	53	2	will	will	AUX
cana-802	53	3	look	look	VERB
cana-802	53	4	at	at	ADP
cana-802	53	5	the	the	DET
cana-802	53	6	research	research	NOUN
cana-802	53	7	that	that	PRON
cana-802	53	8	has	have	AUX
cana-802	53	9	already	already	ADV
cana-802	53	10	been	be	AUX
cana-802	53	11	done	do	VERB
cana-802	53	12	on	on	ADP
cana-802	53	13	applying	apply	VERB
cana-802	53	14	game	game	NOUN
cana-802	53	15	theory	theory	NOUN
cana-802	53	16	to	to	ADP
cana-802	53	17	cybersecurity	cybersecurity	NOUN
cana-802	53	18	and	and	CCONJ
cana-802	53	19	see	see	VERB
cana-802	53	20	how	how	SCONJ
cana-802	53	21	different	different	ADJ
cana-802	53	22	game	game	NOUN
cana-802	53	23	models	model	NOUN
cana-802	53	24	can	can	AUX
cana-802	53	25	show	show	VERB
cana-802	53	26	how	how	SCONJ
cana-802	53	27	complicated	complicated	ADJ
cana-802	53	28	the	the	DET
cana-802	53	29	defender	defender	NOUN
cana-802	53	30	-	-	PUNCT
cana-802	53	31	adversary	adversary	NOUN
cana-802	53	32	relationship	relationship	NOUN
cana-802	53	33	is	be	AUX
cana-802	53	34	.	.	PUNCT
cana-802	54	1	in	in	ADP
cana-802	54	2	addition	addition	NOUN
cana-802	54	3	,	,	PUNCT
cana-802	54	4	we	we	PRON
cana-802	54	5	will	will	AUX
cana-802	54	6	look	look	VERB
cana-802	54	7	into	into	ADP
cana-802	54	8	how	how	SCONJ
cana-802	54	9	information	information	NOUN
cana-802	54	10	imbalance	imbalance	NOUN
cana-802	54	11	,	,	PUNCT
cana-802	54	12	uncertainty	uncertainty	NOUN
cana-802	54	13	,	,	PUNCT
cana-802	54	14	and	and	CCONJ
cana-802	54	15	strategy	strategy	NOUN
cana-802	54	16	learning	learning	NOUN
cana-802	54	17	affect	affect	VERB
cana-802	54	18	the	the	DET
cana-802	54	19	results	result	NOUN
cana-802	54	20	of	of	ADP
cana-802	54	21	cybersecurity	cybersecurity	NOUN
cana-802	54	22	games	game	NOUN
cana-802	54	23	.	.	PUNCT
cana-802	55	1	we	we	PRON
cana-802	55	2	will	will	AUX
cana-802	55	3	also	also	ADV
cana-802	55	4	talk	talk	VERB
cana-802	55	5	about	about	ADP
cana-802	55	6	what	what	PRON
cana-802	55	7	this	this	PRON
cana-802	55	8	means	mean	VERB
cana-802	55	9	for	for	ADP
cana-802	55	10	making	make	VERB
cana-802	55	11	strong	strong	ADJ
cana-802	55	12	defenses	defense	NOUN
cana-802	55	13	against	against	ADP
cana-802	55	14	adaptive	adaptive	ADJ
cana-802	55	15	attackers	attacker	NOUN
cana-802	55	16	.	.	PUNCT
cana-802	56	1	putting	put	VERB
cana-802	56	2	together	together	ADV
cana-802	56	3	game	game	NOUN
cana-802	56	4	theory	theory	NOUN
cana-802	56	5	and	and	CCONJ
cana-802	56	6	aml	aml	PROPN
cana-802	56	7	seems	seem	VERB
cana-802	56	8	like	like	ADP
cana-802	56	9	a	a	DET
cana-802	56	10	good	good	ADJ
cana-802	56	11	way	way	NOUN
cana-802	56	12	to	to	PART
cana-802	56	13	learn	learn	VERB
cana-802	56	14	more	more	ADJ
cana-802	56	15	about	about	ADP
cana-802	56	16	how	how	SCONJ
cana-802	56	17	methods	method	NOUN
cana-802	56	18	work	work	VERB
cana-802	56	19	together	together	ADV
cana-802	56	20	in	in	ADP
cana-802	56	21	cybersecurity	cybersecurity	NOUN
cana-802	56	22	and	and	CCONJ
cana-802	56	23	come	come	VERB
cana-802	56	24	up	up	ADP
cana-802	56	25	with	with	ADP
cana-802	56	26	good	good	ADJ
cana-802	56	27	ways	way	NOUN
cana-802	56	28	to	to	PART
cana-802	56	29	protect	protect	VERB
cana-802	56	30	against	against	ADP
cana-802	56	31	new	new	ADJ
cana-802	56	32	threats	threat	NOUN
cana-802	56	33	.	.	PUNCT
cana-802	57	1	we	we	PRON
cana-802	57	2	can	can	AUX
cana-802	57	3	better	well	ADV
cana-802	57	4	understand	understand	VERB
cana-802	57	5	the	the	DET
cana-802	57	6	motivations	motivation	NOUN
cana-802	57	7	and	and	CCONJ
cana-802	57	8	actions	action	NOUN
cana-802	57	9	of	of	ADP
cana-802	57	10	both	both	DET
cana-802	57	11	attackers	attacker	NOUN
cana-802	57	12	and	and	CCONJ
cana-802	57	13	defenders	defender	NOUN
cana-802	57	14	within	within	ADP
cana-802	57	15	a	a	DET
cana-802	57	16	formal	formal	ADJ
cana-802	57	17	analysis	analysis	NOUN
cana-802	57	18	framework	framework	NOUN
cana-802	57	19	.	.	PUNCT
cana-802	58	1	this	this	PRON
cana-802	58	2	will	will	AUX
cana-802	58	3	help	help	VERB
cana-802	58	4	us	we	PRON
cana-802	58	5	deal	deal	VERB
cana-802	58	6	with	with	ADP
cana-802	58	7	the	the	DET
cana-802	58	8	complexity	complexity	NOUN
cana-802	58	9	of	of	ADP
cana-802	58	10	cybersecurity	cybersecurity	NOUN
cana-802	58	11	issues	issue	NOUN
cana-802	58	12	and	and	CCONJ
cana-802	58	13	lower	lower	VERB
cana-802	58	14	the	the	DET
cana-802	58	15	risks	risk	NOUN
cana-802	58	16	that	that	PRON
cana-802	58	17	bad	bad	ADJ
cana-802	58	18	players	player	NOUN
cana-802	58	19	pose	pose	VERB
cana-802	58	20	.	.	PUNCT
cana-802	59	1	2	2	X
cana-802	59	2	.	.	X
cana-802	59	3	related	relate	VERB
cana-802	59	4	work	work	NOUN
cana-802	59	5	the	the	DET
cana-802	59	6	table	table	NOUN
cana-802	59	7	shows	show	VERB
cana-802	59	8	all	all	DET
cana-802	59	9	the	the	DET
cana-802	59	10	linked	link	VERB
cana-802	59	11	work	work	NOUN
cana-802	59	12	that	that	PRON
cana-802	59	13	has	have	AUX
cana-802	59	14	been	be	AUX
cana-802	59	15	done	do	VERB
cana-802	59	16	in	in	ADP
cana-802	59	17	the	the	DET
cana-802	59	18	field	field	NOUN
cana-802	59	19	of	of	ADP
cana-802	59	20	cybersecurity	cybersecurity	NOUN
cana-802	59	21	that	that	PRON
cana-802	59	22	uses	use	VERB
cana-802	59	23	game	game	NOUN
cana-802	59	24	theory	theory	NOUN
cana-802	59	25	and	and	CCONJ
cana-802	59	26	aggressive	aggressive	ADJ
cana-802	59	27	machine	machine	NOUN
cana-802	59	28	learning	learning	NOUN
cana-802	59	29	(	(	PUNCT
cana-802	59	30	aml	aml	PROPN
cana-802	59	31	)	)	PUNCT
cana-802	59	32	.	.	PUNCT
cana-802	60	1	each	each	DET
cana-802	60	2	study	study	NOUN
cana-802	60	3	looks	look	VERB
cana-802	60	4	at	at	ADP
cana-802	60	5	a	a	DET
cana-802	60	6	different	different	ADJ
cana-802	60	7	part	part	NOUN
cana-802	60	8	of	of	ADP
cana-802	60	9	how	how	SCONJ
cana-802	60	10	defenders	defender	NOUN
cana-802	60	11	and	and	CCONJ
cana-802	60	12	attackers	attacker	NOUN
cana-802	60	13	interact	interact	VERB
cana-802	60	14	strategically	strategically	ADV
cana-802	60	15	,	,	PUNCT
cana-802	60	16	using	use	VERB
cana-802	60	17	various	various	ADJ
cana-802	60	18	views	view	NOUN
cana-802	60	19	,	,	PUNCT
cana-802	60	20	results	result	NOUN
cana-802	60	21	,	,	PUNCT
cana-802	60	22	approaches	approach	NOUN
cana-802	60	23	,	,	PUNCT
cana-802	60	24	and	and	CCONJ
cana-802	60	25	methods	method	NOUN
cana-802	60	26	to	to	PART
cana-802	60	27	help	help	VERB
cana-802	60	28	us	we	PRON
cana-802	60	29	understand	understand	VERB
cana-802	60	30	and	and	CCONJ
cana-802	60	31	reduce	reduce	VERB
cana-802	60	32	hacking	hack	VERB
cana-802	60	33	risks	risk	NOUN
cana-802	60	34	.	.	PUNCT
cana-802	61	1	the	the	DET
cana-802	61	2	paper	paper	NOUN
cana-802	61	3	"	"	PUNCT
cana-802	61	4	game	game	NOUN
cana-802	61	5	-	-	PUNCT
cana-802	61	6	theoretic	theoretic	NOUN
cana-802	61	7	models	model	NOUN
cana-802	61	8	for	for	ADP
cana-802	61	9	cybersecurity	cybersecurity	NOUN
cana-802	61	10	:	:	PUNCT
cana-802	61	11	a	a	DET
cana-802	61	12	review	review	NOUN
cana-802	61	13	"	"	PUNCT
cana-802	61	14	looks	look	VERB
cana-802	61	15	closely	closely	ADV
cana-802	61	16	at	at	ADP
cana-802	61	17	how	how	SCONJ
cana-802	61	18	game	game	NOUN
cana-802	61	19	theory	theory	NOUN
cana-802	61	20	is	be	AUX
cana-802	61	21	used	use	VERB
cana-802	61	22	in	in	ADP
cana-802	61	23	cybersecurity	cybersecurity	NOUN
cana-802	61	24	.	.	PUNCT
cana-802	62	1	the	the	DET
cana-802	62	2	study	study	NOUN
cana-802	62	3	lists	list	NOUN
cana-802	62	4	and	and	CCONJ
cana-802	62	5	sorts	sort	NOUN
cana-802	62	6	the	the	DET
cana-802	62	7	different	different	ADJ
cana-802	62	8	types	type	NOUN
cana-802	62	9	of	of	ADP
cana-802	62	10	game	game	NOUN
cana-802	62	11	models	model	NOUN
cana-802	62	12	used	use	VERB
cana-802	62	13	in	in	ADP
cana-802	62	14	this	this	DET
cana-802	62	15	area	area	NOUN
cana-802	62	16	,	,	PUNCT
cana-802	62	17	from	from	ADP
cana-802	62	18	basic	basic	ADJ
cana-802	62	19	to	to	ADP
cana-802	62	20	dynamic	dynamic	ADJ
cana-802	62	21	games	game	NOUN
cana-802	62	22	.	.	PUNCT
cana-802	63	1	this	this	DET
cana-802	63	2	paper	paper	NOUN
cana-802	63	3	looks	look	VERB
cana-802	63	4	at	at	ADP
cana-802	63	5	previous	previous	ADJ
cana-802	63	6	research	research	NOUN
cana-802	63	7	that	that	PRON
cana-802	63	8	shows	show	VERB
cana-802	63	9	the	the	DET
cana-802	63	10	variety	variety	NOUN
cana-802	63	11	of	of	ADP
cana-802	63	12	game	game	NOUN
cana-802	63	13	-	-	PUNCT
cana-802	63	14	theoretic	theoretic	NOUN
cana-802	63	15	theories	theory	NOUN
cana-802	63	16	that	that	PRON
cana-802	63	17	are	be	AUX
cana-802	63	18	used	use	VERB
cana-802	63	19	to	to	PART
cana-802	63	20	model	model	VERB
cana-802	63	21	how	how	SCONJ
cana-802	63	22	defenses	defense	NOUN
cana-802	63	23	and	and	CCONJ
cana-802	63	24	attackers	attacker	NOUN
cana-802	63	25	engage	engage	VERB
cana-802	63	26	strategically	strategically	ADV
cana-802	63	27	.	.	PUNCT
cana-802	64	1	in	in	ADP
cana-802	64	2	the	the	DET
cana-802	64	3	same	same	ADJ
cana-802	64	4	way	way	NOUN
cana-802	64	5	,	,	PUNCT
cana-802	64	6	"	"	PUNCT
cana-802	64	7	adversarial	adversarial	ADJ
cana-802	64	8	machine	machine	NOUN
cana-802	64	9	learning	learning	NOUN
cana-802	64	10	:	:	PUNCT
cana-802	64	11	a	a	DET
cana-802	64	12	review	review	NOUN
cana-802	64	13	"	"	PUNCT
cana-802	64	14	is	be	AUX
cana-802	64	15	a	a	DET
cana-802	64	16	collection	collection	NOUN
cana-802	64	17	of	of	ADP
cana-802	64	18	different	different	ADJ
cana-802	64	19	adversarial	adversarial	ADJ
cana-802	64	20	machine	machine	NOUN
cana-802	64	21	learning	learning	NOUN
cana-802	64	22	methods	method	NOUN
cana-802	64	23	that	that	PRON
cana-802	64	24	bad	bad	ADJ
cana-802	64	25	guys	guy	NOUN
cana-802	64	26	use	use	VERB
cana-802	64	27	to	to	PART
cana-802	64	28	get	get	VERB
cana-802	64	29	around	around	ADP
cana-802	64	30	security	security	NOUN
cana-802	64	31	measures	measure	NOUN
cana-802	64	32	.	.	PUNCT
cana-802	65	1	this	this	DET
cana-802	65	2	review	review	NOUN
cana-802	65	3	gives	give	VERB
cana-802	65	4	information	information	NOUN
cana-802	65	5	about	about	ADP
cana-802	65	6	the	the	DET
cana-802	65	7	different	different	ADJ
cana-802	65	8	kinds	kind	NOUN
cana-802	65	9	of	of	ADP
cana-802	65	10	hostile	hostile	ADJ
cana-802	65	11	attacks	attack	NOUN
cana-802	65	12	,	,	PUNCT
cana-802	65	13	like	like	ADP
cana-802	65	14	escape	escape	NOUN
cana-802	65	15	,	,	PUNCT
cana-802	65	16	poisoning	poisoning	NOUN
cana-802	65	17	,	,	PUNCT
cana-802	65	18	and	and	CCONJ
cana-802	65	19	model	model	NOUN
cana-802	65	20	inversion	inversion	NOUN
cana-802	65	21	,	,	PUNCT
cana-802	65	22	that	that	PRON
cana-802	65	23	make	make	VERB
cana-802	65	24	machine	machine	NOUN
cana-802	65	25	learning	learning	NOUN
cana-802	65	26	-	-	PUNCT
cana-802	65	27	based	base	VERB
cana-802	65	28	defense	defense	NOUN
cana-802	65	29	systems	system	NOUN
cana-802	65	30	very	very	ADV
cana-802	65	31	hard	hard	ADV
cana-802	65	32	to	to	PART
cana-802	65	33	defend	defend	VERB
cana-802	65	34	against	against	ADP
cana-802	65	35	.	.	PUNCT
cana-802	66	1	this	this	DET
cana-802	66	2	study	study	NOUN
cana-802	66	3	is	be	AUX
cana-802	66	4	very	very	ADV
cana-802	66	5	helpful	helpful	ADJ
cana-802	66	6	for	for	ADP
cana-802	66	7	learning	learn	VERB
cana-802	66	8	about	about	ADP
cana-802	66	9	aml	aml	NOUN
cana-802	66	10	in	in	ADP
cana-802	66	11	hacking	hack	VERB
cana-802	66	12	because	because	SCONJ
cana-802	66	13	it	it	PRON
cana-802	66	14	put	put	VERB
cana-802	66	15	together	together	ADV
cana-802	66	16	and	and	CCONJ
cana-802	66	17	analyzes	analyze	VERB
cana-802	66	18	previous	previous	ADJ
cana-802	66	19	research	research	NOUN
cana-802	66	20	.	.	PUNCT
cana-802	67	1	"	"	PUNCT
cana-802	67	2	strategic	strategic	ADJ
cana-802	67	3	cyberdefense	cyberdefense	NOUN
cana-802	67	4	:	:	PUNCT
cana-802	67	5	a	a	DET
cana-802	67	6	game	game	NOUN
cana-802	67	7	-	-	PUNCT
cana-802	67	8	theoretic	theoretic	NOUN
cana-802	67	9	perspective	perspective	NOUN
cana-802	67	10	"	"	PUNCT
cana-802	67	11	suggests	suggest	VERB
cana-802	67	12	a	a	DET
cana-802	67	13	new	new	ADJ
cana-802	67	14	way	way	NOUN
cana-802	67	15	to	to	PART
cana-802	67	16	look	look	VERB
cana-802	67	17	at	at	ADP
cana-802	67	18	cyberdefense	cyberdefense	NOUN
cana-802	67	19	plans	plan	NOUN
cana-802	67	20	using	use	VERB
cana-802	67	21	game	game	NOUN
cana-802	67	22	theory	theory	NOUN
cana-802	67	23	.	.	PUNCT
cana-802	68	1	the	the	DET
cana-802	68	2	goal	goal	NOUN
cana-802	68	3	of	of	ADP
cana-802	68	4	this	this	DET
cana-802	68	5	study	study	NOUN
cana-802	68	6	is	be	AUX
cana-802	68	7	to	to	PART
cana-802	68	8	find	find	VERB
cana-802	68	9	the	the	DET
cana-802	68	10	best	good	ADJ
cana-802	68	11	ways	way	NOUN
cana-802	68	12	to	to	PART
cana-802	68	13	protect	protect	VERB
cana-802	68	14	against	against	ADP
cana-802	68	15	and	and	CCONJ
cana-802	68	16	respond	respond	VERB
cana-802	68	17	to	to	ADP
cana-802	68	18	risks	risk	NOUN
cana-802	68	19	from	from	ADP
cana-802	68	20	enemies	enemy	NOUN
cana-802	68	21	by	by	ADP
cana-802	68	22	simulating	simulate	VERB
cana-802	68	23	their	their	PRON
cana-802	68	24	interactions	interaction	NOUN
cana-802	68	25	as	as	ADP
cana-802	68	26	a	a	DET
cana-802	68	27	strategic	strategic	ADJ
cana-802	68	28	game	game	NOUN
cana-802	68	29	.	.	PUNCT
cana-802	69	1	through	through	ADP
cana-802	69	2	the	the	DET
cana-802	69	3	view	view	NOUN
cana-802	69	4	of	of	ADP
cana-802	69	5	game	game	NOUN
cana-802	69	6	theory	theory	NOUN
cana-802	69	7	,	,	PUNCT
cana-802	69	8	it	it	PRON
cana-802	69	9	adds	add	VERB
cana-802	69	10	to	to	ADP
cana-802	69	11	the	the	DET
cana-802	69	12	field	field	NOUN
cana-802	69	13	by	by	ADP
cana-802	69	14	giving	give	VERB
cana-802	69	15	a	a	DET
cana-802	69	16	structured	structured	ADJ
cana-802	69	17	way	way	NOUN
cana-802	69	18	to	to	PART
cana-802	69	19	understand	understand	VERB
cana-802	69	20	and	and	CCONJ
cana-802	69	21	reduce	reduce	VERB
cana-802	69	22	hacking	hack	VERB
cana-802	69	23	risks	risk	NOUN
cana-802	69	24	.	.	PUNCT
cana-802	70	1	the	the	DET
cana-802	70	2	research	research	NOUN
cana-802	70	3	paper	paper	NOUN
cana-802	70	4	called	call	VERB
cana-802	70	5	"	"	PUNCT
cana-802	70	6	game	game	NOUN
cana-802	70	7	theory	theory	NOUN
cana-802	70	8	meets	meet	VERB
cana-802	70	9	cybersecurity	cybersecurity	NOUN
cana-802	70	10	and	and	CCONJ
cana-802	70	11	privacy	privacy	NOUN
cana-802	70	12	:	:	PUNCT
cana-802	70	13	a	a	DET
cana-802	70	14	review	review	NOUN
cana-802	70	15	"	"	PUNCT
cana-802	70	16	looks	look	VERB
cana-802	70	17	into	into	ADP
cana-802	70	18	how	how	SCONJ
cana-802	70	19	game	game	NOUN
cana-802	70	20	theory	theory	NOUN
cana-802	70	21	can	can	AUX
cana-802	70	22	be	be	AUX
cana-802	70	23	used	use	VERB
cana-802	70	24	in	in	ADP
cana-802	70	25	a	a	DET
cana-802	70	26	wider	wide	ADJ
cana-802	70	27	way	way	NOUN
cana-802	70	28	to	to	PART
cana-802	70	29	solve	solve	VERB
cana-802	70	30	problems	problem	NOUN
cana-802	70	31	with	with	ADP
cana-802	70	32	cybersecurity	cybersecurity	NOUN
cana-802	70	33	and	and	CCONJ
cana-802	70	34	privacy	privacy	NOUN
cana-802	70	35	.	.	PUNCT
cana-802	71	1	it	it	PRON
cana-802	71	2	shows	show	VERB
cana-802	71	3	the	the	DET
cana-802	71	4	wide	wide	ADJ
cana-802	71	5	range	range	NOUN
cana-802	71	6	of	of	ADP
cana-802	71	7	security	security	NOUN
cana-802	71	8	and	and	CCONJ
cana-802	71	9	privacy	privacy	NOUN
cana-802	71	10	problems	problem	NOUN
cana-802	71	11	that	that	PRON
cana-802	71	12	can	can	AUX
cana-802	71	13	be	be	AUX
cana-802	71	14	solved	solve	VERB
cana-802	71	15	with	with	ADP
cana-802	71	16	game	game	NOUN
cana-802	71	17	-	-	PUNCT
cana-802	71	18	theoretic	theoretic	NOUN
cana-802	71	19	methods	method	NOUN
cana-802	71	20	by	by	ADP
cana-802	71	21	looking	look	VERB
cana-802	71	22	at	at	ADP
cana-802	71	23	previous	previous	ADJ
cana-802	71	24	research	research	NOUN
cana-802	71	25	.	.	PUNCT
cana-802	72	1	this	this	DET
cana-802	72	2	review	review	NOUN
cana-802	72	3	gives	give	VERB
cana-802	72	4	a	a	DET
cana-802	72	5	full	full	ADJ
cana-802	72	6	picture	picture	NOUN
cana-802	72	7	of	of	ADP
cana-802	72	8	all	all	DET
cana-802	72	9	the	the	DET
cana-802	72	10	possible	possible	ADJ
cana-802	72	11	uses	use	NOUN
cana-802	72	12	of	of	ADP
cana-802	72	13	game	game	NOUN
cana-802	72	14	theory	theory	NOUN
cana-802	72	15	that	that	PRON
cana-802	72	16	go	go	VERB
cana-802	72	17	beyond	beyond	ADP
cana-802	72	18	the	the	DET
cana-802	72	19	strategic	strategic	ADJ
cana-802	72	20	interactions	interaction	NOUN
cana-802	72	21	between	between	ADP
cana-802	72	22	attackers	attacker	NOUN
cana-802	72	23	and	and	CCONJ
cana-802	72	24	defenses	defense	NOUN
cana-802	72	25	.	.	PUNCT
cana-802	73	1	"	"	PUNCT
cana-802	73	2	adversarial	adversarial	ADJ
cana-802	73	3	machine	machine	NOUN
cana-802	73	4	learning	learn	VERB
cana-802	73	5	in	in	ADP
cana-802	73	6	security	security	NOUN
cana-802	73	7	:	:	PUNCT
cana-802	73	8	a	a	DET
cana-802	73	9	survey	survey	NOUN
cana-802	73	10	"	"	PUNCT
cana-802	73	11	is	be	AUX
cana-802	73	12	a	a	DET
cana-802	73	13	thorough	thorough	ADJ
cana-802	73	14	look	look	NOUN
cana-802	73	15	at	at	ADP
cana-802	73	16	the	the	DET
cana-802	73	17	latest	late	ADJ
cana-802	73	18	progress	progress	NOUN
cana-802	73	19	and	and	CCONJ
cana-802	73	20	problems	problem	NOUN
cana-802	73	21	in	in	ADP
cana-802	73	22	using	use	VERB
cana-802	73	23	adversarial	adversarial	ADJ
cana-802	73	24	machine	machine	NOUN
cana-802	73	25	learning	learn	VERB
cana-802	73	26	for	for	ADP
cana-802	73	27	security	security	NOUN
cana-802	73	28	jobs	job	NOUN
cana-802	73	29	.	.	PUNCT
cana-802	74	1	this	this	DET
cana-802	74	2	study	study	NOUN
cana-802	74	3	gives	give	VERB
cana-802	74	4	us	we	PRON
cana-802	74	5	a	a	DET
cana-802	74	6	better	well	ADJ
cana-802	74	7	understanding	understanding	NOUN
cana-802	74	8	of	of	ADP
cana-802	74	9	how	how	SCONJ
cana-802	74	10	aml	aml	NOUN
cana-802	74	11	methods	method	NOUN
cana-802	74	12	work	work	VERB
cana-802	74	13	now	now	ADV
cana-802	74	14	and	and	CCONJ
cana-802	74	15	what	what	PRON
cana-802	74	16	they	they	PRON
cana-802	74	17	mean	mean	VERB
cana-802	74	18	for	for	ADP
cana-802	74	19	safety	safety	NOUN
cana-802	74	20	by	by	ADP
cana-802	74	21	putting	put	VERB
cana-802	74	22	together	together	ADP
cana-802	74	23	research	research	NOUN
cana-802	74	24	that	that	PRON
cana-802	74	25	has	have	AUX
cana-802	74	26	already	already	ADV
cana-802	74	27	been	be	AUX
cana-802	74	28	done	do	VERB
cana-802	74	29	.	.	PUNCT
cana-802	75	1	it	it	PRON
cana-802	75	2	tells	tell	VERB
cana-802	75	3	experts	expert	NOUN
cana-802	75	4	and	and	CCONJ
cana-802	75	5	professionals	professional	NOUN
cana-802	75	6	everything	everything	PRON
cana-802	75	7	they	they	PRON
cana-802	75	8	need	need	VERB
cana-802	75	9	to	to	PART
cana-802	75	10	know	know	VERB
cana-802	75	11	about	about	ADP
cana-802	75	12	how	how	SCONJ
cana-802	75	13	aml	aml	PROPN
cana-802	75	14	is	be	AUX
cana-802	75	15	changing	change	VERB
cana-802	75	16	in	in	ADP
cana-802	75	17	security	security	NOUN
cana-802	75	18	apps	app	NOUN
cana-802	75	19	.	.	PUNCT
cana-802	76	1	"	"	PUNCT
cana-802	76	2	dynamics	dynamic	NOUN
cana-802	76	3	game	game	NOUN
cana-802	76	4	model	model	NOUN
cana-802	76	5	for	for	ADP
cana-802	76	6	adaptive	adaptive	ADJ
cana-802	76	7	cyber	cyber	NOUN
cana-802	76	8	communications	communication	NOUN
cana-802	76	9	on	on	ADP
cana-802	76	10	applied	apply	VERB
cana-802	76	11	nonlinear	nonlinear	ADJ
cana-802	76	12	analysis	analysis	NOUN
cana-802	76	13	issn	issn	NOUN
cana-802	76	14	:	:	PUNCT
cana-802	76	15	1074	1074	NUM
cana-802	76	16	-	-	PUNCT
cana-802	76	17	133x	133x	NUM
cana-802	76	18	vol	vol	NOUN
cana-802	76	19	31	31	NUM
cana-802	76	20	no	no	NOUN
cana-802	76	21	.	.	PUNCT
cana-802	77	1	3s	3s	NUM
cana-802	77	2	(	(	PUNCT
cana-802	77	3	2024	2024	NUM
cana-802	77	4	)	)	PUNCT
cana-802	77	5	473	473	NUM
cana-802	77	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-802	77	7	defense	defense	NOUN
cana-802	77	8	"	"	PUNCT
cana-802	77	9	suggests	suggest	VERB
cana-802	77	10	a	a	DET
cana-802	77	11	changing	change	VERB
cana-802	77	12	game	game	NOUN
cana-802	77	13	model	model	NOUN
cana-802	77	14	to	to	PART
cana-802	77	15	show	show	VERB
cana-802	77	16	how	how	SCONJ
cana-802	77	17	cyber	cyber	ADJ
cana-802	77	18	dangers	danger	NOUN
cana-802	77	19	and	and	CCONJ
cana-802	77	20	defenders	defender	NOUN
cana-802	77	21	change	change	VERB
cana-802	77	22	over	over	ADP
cana-802	77	23	time	time	NOUN
cana-802	77	24	.	.	PUNCT
cana-802	78	1	this	this	DET
cana-802	78	2	study	study	NOUN
cana-802	78	3	handles	handle	VERB
cana-802	78	4	the	the	DET
cana-802	78	5	need	need	NOUN
cana-802	78	6	for	for	ADP
cana-802	78	7	defense	defense	NOUN
cana-802	78	8	strategies	strategy	NOUN
cana-802	78	9	that	that	PRON
cana-802	78	10	can	can	AUX
cana-802	78	11	adapt	adapt	VERB
cana-802	78	12	to	to	AUX
cana-802	78	13	constantly	constantly	ADV
cana-802	78	14	changing	change	VERB
cana-802	78	15	enemies	enemy	NOUN
cana-802	78	16	by	by	ADP
cana-802	78	17	adding	add	VERB
cana-802	78	18	dynamic	dynamic	ADJ
cana-802	78	19	factors	factor	NOUN
cana-802	78	20	to	to	ADP
cana-802	78	21	the	the	DET
cana-802	78	22	game	game	NOUN
cana-802	78	23	-	-	PUNCT
cana-802	78	24	theoretic	theoretic	NOUN
cana-802	78	25	framework	framework	NOUN
cana-802	78	26	.	.	PUNCT
cana-802	79	1	it	it	PRON
cana-802	79	2	adds	add	VERB
cana-802	79	3	to	to	ADP
cana-802	79	4	the	the	DET
cana-802	79	5	field	field	NOUN
cana-802	79	6	by	by	ADP
cana-802	79	7	giving	give	VERB
cana-802	79	8	us	we	PRON
cana-802	79	9	a	a	DET
cana-802	79	10	deeper	deep	ADJ
cana-802	79	11	understanding	understanding	NOUN
cana-802	79	12	of	of	ADP
cana-802	79	13	how	how	SCONJ
cana-802	79	14	strategies	strategy	NOUN
cana-802	79	15	combine	combine	VERB
cana-802	79	16	in	in	ADP
cana-802	79	17	the	the	DET
cana-802	79	18	changing	change	VERB
cana-802	79	19	world	world	NOUN
cana-802	79	20	of	of	ADP
cana-802	79	21	defense	defense	NOUN
cana-802	79	22	.	.	PUNCT
cana-802	80	1	the	the	DET
cana-802	80	2	article	article	NOUN
cana-802	80	3	"	"	PUNCT
cana-802	80	4	an	an	DET
cana-802	80	5	evolutionary	evolutionary	ADJ
cana-802	80	6	game	game	NOUN
cana-802	80	7	model	model	NOUN
cana-802	80	8	for	for	ADP
cana-802	80	9	cybersecurity	cybersecurity	NOUN
cana-802	80	10	investment	investment	NOUN
cana-802	80	11	"	"	PUNCT
cana-802	80	12	creates	create	VERB
cana-802	80	13	a	a	DET
cana-802	80	14	game	game	NOUN
cana-802	80	15	model	model	NOUN
cana-802	80	16	that	that	PRON
cana-802	80	17	changes	change	VERB
cana-802	80	18	over	over	ADP
cana-802	80	19	time	time	NOUN
cana-802	80	20	to	to	PART
cana-802	80	21	help	help	VERB
cana-802	80	22	with	with	ADP
cana-802	80	23	planning	planning	NOUN
cana-802	80	24	investments	investment	NOUN
cana-802	80	25	in	in	ADP
cana-802	80	26	cybersecurity	cybersecurity	NOUN
cana-802	80	27	.	.	PUNCT
cana-802	81	1	this	this	DET
cana-802	81	2	study	study	NOUN
cana-802	81	3	gives	give	VERB
cana-802	81	4	us	we	PRON
cana-802	81	5	a	a	DET
cana-802	81	6	better	well	ADJ
cana-802	81	7	understanding	understanding	NOUN
cana-802	81	8	of	of	ADP
cana-802	81	9	the	the	DET
cana-802	81	10	strategy	strategy	NOUN
cana-802	81	11	issues	issue	NOUN
cana-802	81	12	involved	involve	VERB
cana-802	81	13	in	in	ADP
cana-802	81	14	allocating	allocate	VERB
cana-802	81	15	resources	resource	NOUN
cana-802	81	16	for	for	ADP
cana-802	81	17	safety	safety	NOUN
cana-802	81	18	by	by	ADP
cana-802	81	19	simulating	simulate	VERB
cana-802	81	20	how	how	SCONJ
cana-802	81	21	parties	party	NOUN
cana-802	81	22	make	make	VERB
cana-802	81	23	decisions	decision	NOUN
cana-802	81	24	.	.	PUNCT
cana-802	82	1	"	"	PUNCT
cana-802	82	2	adversarial	adversarial	ADJ
cana-802	82	3	attacks	attack	NOUN
cana-802	82	4	on	on	ADP
cana-802	82	5	machine	machine	NOUN
cana-802	82	6	learning	learn	VERB
cana-802	82	7	systems	system	NOUN
cana-802	82	8	for	for	ADP
cana-802	82	9	network	network	NOUN
cana-802	82	10	intrusion	intrusion	NOUN
cana-802	82	11	detection	detection	NOUN
cana-802	82	12	:	:	PUNCT
cana-802	82	13	a	a	DET
cana-802	82	14	comprehensive	comprehensive	ADJ
cana-802	82	15	survey	survey	NOUN
cana-802	82	16	"	"	PUNCT
cana-802	82	17	looks	look	VERB
cana-802	82	18	at	at	ADP
cana-802	82	19	all	all	DET
cana-802	82	20	the	the	DET
cana-802	82	21	different	different	ADJ
cana-802	82	22	kinds	kind	NOUN
cana-802	82	23	of	of	ADP
cana-802	82	24	attacks	attack	NOUN
cana-802	82	25	that	that	PRON
cana-802	82	26	can	can	AUX
cana-802	82	27	be	be	AUX
cana-802	82	28	used	use	VERB
cana-802	82	29	against	against	ADP
cana-802	82	30	intrusion	intrusion	NOUN
cana-802	82	31	detection	detection	NOUN
cana-802	82	32	systems	system	NOUN
cana-802	82	33	that	that	PRON
cana-802	82	34	use	use	VERB
cana-802	82	35	machine	machine	NOUN
cana-802	82	36	learning	learning	NOUN
cana-802	82	37	.	.	PUNCT
cana-802	83	1	this	this	DET
cana-802	83	2	study	study	NOUN
cana-802	83	3	looks	look	VERB
cana-802	83	4	at	at	ADP
cana-802	83	5	the	the	DET
cana-802	83	6	problems	problem	NOUN
cana-802	83	7	and	and	CCONJ
cana-802	83	8	possible	possible	ADJ
cana-802	83	9	answers	answer	NOUN
cana-802	83	10	for	for	ADP
cana-802	83	11	protecting	protect	VERB
cana-802	83	12	machine	machine	NOUN
cana-802	83	13	learning	learning	NOUN
cana-802	83	14	-	-	PUNCT
cana-802	83	15	based	base	VERB
cana-802	83	16	breach	breach	NOUN
cana-802	83	17	detection	detection	NOUN
cana-802	83	18	systems	system	NOUN
cana-802	83	19	by	by	ADP
cana-802	83	20	looking	look	VERB
cana-802	83	21	at	at	ADP
cana-802	83	22	different	different	ADJ
cana-802	83	23	attack	attack	NOUN
cana-802	83	24	methods	method	NOUN
cana-802	83	25	and	and	CCONJ
cana-802	83	26	suggested	suggest	VERB
cana-802	83	27	defenses	defense	NOUN
cana-802	83	28	.	.	PUNCT
cana-802	84	1	table	table	NOUN
cana-802	84	2	1	1	NUM
cana-802	84	3	:	:	PUNCT
cana-802	84	4	related	relate	VERB
cana-802	84	5	work	work	NOUN
cana-802	84	6	scope	scope	NOUN
cana-802	84	7	findings	finding	VERB
cana-802	84	8	approach	approach	NOUN
cana-802	84	9	and	and	CCONJ
cana-802	84	10	method	method	NOUN
cana-802	84	11	review	review	NOUN
cana-802	84	12	of	of	ADP
cana-802	84	13	game	game	NOUN
cana-802	84	14	-	-	PUNCT
cana-802	84	15	theoretic	theoretic	NOUN
cana-802	84	16	approaches	approach	NOUN
cana-802	84	17	in	in	ADP
cana-802	84	18	cybersecurity	cybersecurity	NOUN
cana-802	85	1	[	[	X
cana-802	85	2	11	11	NUM
cana-802	85	3	]	]	PUNCT
cana-802	85	4	identified	identify	VERB
cana-802	85	5	various	various	ADJ
cana-802	85	6	game	game	NOUN
cana-802	85	7	models	model	NOUN
cana-802	85	8	used	use	VERB
cana-802	85	9	in	in	ADP
cana-802	85	10	cybersecurity	cybersecurity	NOUN
cana-802	85	11	,	,	PUNCT
cana-802	85	12	including	include	VERB
cana-802	85	13	static	static	ADJ
cana-802	85	14	and	and	CCONJ
cana-802	85	15	dynamic	dynamic	ADJ
cana-802	85	16	games	game	NOUN
cana-802	85	17	.	.	PUNCT
cana-802	86	1	literature	literature	NOUN
cana-802	86	2	review	review	NOUN
cana-802	86	3	and	and	CCONJ
cana-802	86	4	analysis	analysis	NOUN
cana-802	86	5	of	of	ADP
cana-802	86	6	gametheoretic	gametheoretic	ADJ
cana-802	86	7	models	model	NOUN
cana-802	86	8	applied	apply	VERB
cana-802	86	9	in	in	ADP
cana-802	86	10	cybersecurity	cybersecurity	NOUN
cana-802	86	11	.	.	PUNCT
cana-802	87	1	review	review	NOUN
cana-802	87	2	of	of	ADP
cana-802	87	3	adversarial	adversarial	ADJ
cana-802	87	4	machine	machine	NOUN
cana-802	87	5	learning	learn	VERB
cana-802	87	6	techniques	technique	NOUN
cana-802	87	7	[	[	X
cana-802	87	8	12	12	NUM
cana-802	87	9	]	]	PUNCT
cana-802	87	10	reviewed	review	VERB
cana-802	87	11	different	different	ADJ
cana-802	87	12	types	type	NOUN
cana-802	87	13	of	of	ADP
cana-802	87	14	adversarial	adversarial	ADJ
cana-802	87	15	attacks	attack	NOUN
cana-802	87	16	,	,	PUNCT
cana-802	87	17	such	such	ADJ
cana-802	87	18	as	as	ADP
cana-802	87	19	evasion	evasion	NOUN
cana-802	87	20	,	,	PUNCT
cana-802	87	21	poisoning	poisoning	NOUN
cana-802	87	22	,	,	PUNCT
cana-802	87	23	and	and	CCONJ
cana-802	87	24	model	model	NOUN
cana-802	87	25	inversion	inversion	NOUN
cana-802	87	26	.	.	PUNCT
cana-802	88	1	literature	literature	NOUN
cana-802	88	2	review	review	NOUN
cana-802	88	3	summarizing	summarize	VERB
cana-802	88	4	existing	exist	VERB
cana-802	88	5	adversarial	adversarial	ADJ
cana-802	88	6	machine	machine	NOUN
cana-802	88	7	learning	learn	VERB
cana-802	88	8	techniques	technique	NOUN
cana-802	88	9	and	and	CCONJ
cana-802	88	10	their	their	PRON
cana-802	88	11	implications	implication	NOUN
cana-802	88	12	.	.	PUNCT
cana-802	89	1	game	game	NOUN
cana-802	89	2	-	-	PUNCT
cana-802	89	3	theoretic	theoretic	NOUN
cana-802	89	4	analysis	analysis	NOUN
cana-802	89	5	of	of	ADP
cana-802	89	6	cyberdefense	cyberdefense	NOUN
cana-802	89	7	strategies	strategy	NOUN
cana-802	89	8	[	[	X
cana-802	89	9	13	13	NUM
cana-802	89	10	]	]	PUNCT
cana-802	89	11	proposed	propose	VERB
cana-802	89	12	a	a	DET
cana-802	89	13	game	game	NOUN
cana-802	89	14	-	-	PUNCT
cana-802	89	15	theoretic	theoretic	NOUN
cana-802	89	16	framework	framework	NOUN
cana-802	89	17	for	for	ADP
cana-802	89	18	analyzing	analyze	VERB
cana-802	89	19	cyberdefense	cyberdefense	NOUN
cana-802	89	20	strategies	strategy	NOUN
cana-802	89	21	and	and	CCONJ
cana-802	89	22	optimal	optimal	ADJ
cana-802	89	23	responses	response	NOUN
cana-802	89	24	.	.	PUNCT
cana-802	90	1	developed	develop	VERB
cana-802	90	2	a	a	DET
cana-802	90	3	game	game	NOUN
cana-802	90	4	-	-	PUNCT
cana-802	90	5	theoretic	theoretic	NOUN
cana-802	90	6	model	model	NOUN
cana-802	90	7	to	to	PART
cana-802	90	8	analyze	analyze	VERB
cana-802	90	9	strategic	strategic	ADJ
cana-802	90	10	interactions	interaction	NOUN
cana-802	90	11	between	between	ADP
cana-802	90	12	defenders	defender	NOUN
cana-802	90	13	and	and	CCONJ
cana-802	90	14	adversaries	adversary	NOUN
cana-802	90	15	.	.	PUNCT
cana-802	91	1	review	review	NOUN
cana-802	91	2	of	of	ADP
cana-802	91	3	game	game	NOUN
cana-802	91	4	-	-	PUNCT
cana-802	91	5	theoretic	theoretic	NOUN
cana-802	91	6	approaches	approach	NOUN
cana-802	91	7	in	in	ADP
cana-802	91	8	security	security	NOUN
cana-802	91	9	[	[	X
cana-802	91	10	14	14	NUM
cana-802	91	11	]	]	PUNCT
cana-802	91	12	explored	explore	VERB
cana-802	91	13	the	the	DET
cana-802	91	14	application	application	NOUN
cana-802	91	15	of	of	ADP
cana-802	91	16	game	game	NOUN
cana-802	91	17	theory	theory	NOUN
cana-802	91	18	in	in	ADP
cana-802	91	19	addressing	address	VERB
cana-802	91	20	cybersecurity	cybersecurity	NOUN
cana-802	91	21	and	and	CCONJ
cana-802	91	22	privacy	privacy	NOUN
cana-802	91	23	challenges	challenge	NOUN
cana-802	91	24	.	.	PUNCT
cana-802	92	1	literature	literature	NOUN
cana-802	92	2	review	review	NOUN
cana-802	92	3	examining	examine	VERB
cana-802	92	4	the	the	DET
cana-802	92	5	use	use	NOUN
cana-802	92	6	of	of	ADP
cana-802	92	7	game	game	NOUN
cana-802	92	8	theory	theory	NOUN
cana-802	92	9	in	in	ADP
cana-802	92	10	addressing	address	VERB
cana-802	92	11	various	various	ADJ
cana-802	92	12	security	security	NOUN
cana-802	92	13	and	and	CCONJ
cana-802	92	14	privacy	privacy	NOUN
cana-802	92	15	issues	issue	NOUN
cana-802	92	16	.	.	PUNCT
cana-802	93	1	survey	survey	NOUN
cana-802	93	2	of	of	ADP
cana-802	93	3	adversarial	adversarial	ADJ
cana-802	93	4	machine	machine	NOUN
cana-802	93	5	learning	learn	VERB
cana-802	93	6	in	in	ADP
cana-802	93	7	security	security	NOUN
cana-802	93	8	[	[	X
cana-802	93	9	15	15	NUM
cana-802	93	10	]	]	PUNCT
cana-802	93	11	surveyed	survey	VERB
cana-802	93	12	recent	recent	ADJ
cana-802	93	13	advancements	advancement	NOUN
cana-802	93	14	and	and	CCONJ
cana-802	93	15	challenges	challenge	NOUN
cana-802	93	16	in	in	ADP
cana-802	93	17	adversarial	adversarial	ADJ
cana-802	93	18	machine	machine	NOUN
cana-802	93	19	learning	learn	VERB
cana-802	93	20	for	for	ADP
cana-802	93	21	security	security	NOUN
cana-802	93	22	tasks	task	NOUN
cana-802	93	23	.	.	PUNCT
cana-802	94	1	conducted	conduct	VERB
cana-802	94	2	a	a	DET
cana-802	94	3	comprehensive	comprehensive	ADJ
cana-802	94	4	survey	survey	NOUN
cana-802	94	5	of	of	ADP
cana-802	94	6	recent	recent	ADJ
cana-802	94	7	research	research	NOUN
cana-802	94	8	on	on	ADP
cana-802	94	9	adversarial	adversarial	ADJ
cana-802	94	10	machine	machine	NOUN
cana-802	94	11	learning	learn	VERB
cana-802	94	12	in	in	ADP
cana-802	94	13	security	security	NOUN
cana-802	94	14	.	.	PUNCT
cana-802	95	1	dynamic	dynamic	ADJ
cana-802	95	2	game	game	NOUN
cana-802	95	3	model	model	NOUN
cana-802	95	4	for	for	ADP
cana-802	95	5	cyber	cyber	PROPN
cana-802	95	6	defense	defense	NOUN
cana-802	96	1	[	[	X
cana-802	96	2	16	16	NUM
cana-802	96	3	]	]	PUNCT
cana-802	96	4	proposed	propose	VERB
cana-802	96	5	a	a	DET
cana-802	96	6	dynamic	dynamic	ADJ
cana-802	96	7	game	game	NOUN
cana-802	96	8	model	model	NOUN
cana-802	96	9	to	to	PART
cana-802	96	10	capture	capture	VERB
cana-802	96	11	the	the	DET
cana-802	96	12	evolving	evolve	VERB
cana-802	96	13	nature	nature	NOUN
cana-802	96	14	of	of	ADP
cana-802	96	15	cyber	cyber	NOUN
cana-802	96	16	threats	threat	NOUN
cana-802	96	17	and	and	CCONJ
cana-802	96	18	defenses	defense	NOUN
cana-802	96	19	.	.	PUNCT
cana-802	97	1	developed	develop	VERB
cana-802	97	2	a	a	DET
cana-802	97	3	dynamic	dynamic	ADJ
cana-802	97	4	game	game	NOUN
cana-802	97	5	model	model	NOUN
cana-802	97	6	to	to	PART
cana-802	97	7	analyze	analyze	VERB
cana-802	97	8	adaptive	adaptive	ADJ
cana-802	97	9	defense	defense	NOUN
cana-802	97	10	strategies	strategy	NOUN
cana-802	97	11	against	against	ADP
cana-802	97	12	evolving	evolve	VERB
cana-802	97	13	cyber	cyber	NOUN
cana-802	97	14	threats	threat	NOUN
cana-802	97	15	.	.	PUNCT
cana-802	98	1	survey	survey	NOUN
cana-802	98	2	of	of	ADP
cana-802	98	3	game	game	NOUN
cana-802	98	4	-	-	PUNCT
cana-802	98	5	theoretic	theoretic	NOUN
cana-802	98	6	approaches	approach	NOUN
cana-802	98	7	in	in	ADP
cana-802	98	8	cybersecurity	cybersecurity	NOUN
cana-802	98	9	[	[	X
cana-802	98	10	17	17	NUM
cana-802	98	11	]	]	PUNCT
cana-802	98	12	surveyed	survey	VERB
cana-802	98	13	the	the	DET
cana-802	98	14	use	use	NOUN
cana-802	98	15	of	of	ADP
cana-802	98	16	game	game	NOUN
cana-802	98	17	theory	theory	NOUN
cana-802	98	18	in	in	ADP
cana-802	98	19	modeling	model	VERB
cana-802	98	20	strategic	strategic	ADJ
cana-802	98	21	interactions	interaction	NOUN
cana-802	98	22	between	between	ADP
cana-802	98	23	attackers	attacker	NOUN
cana-802	98	24	and	and	CCONJ
cana-802	98	25	defenders	defender	NOUN
cana-802	98	26	.	.	PUNCT
cana-802	99	1	conducted	conduct	VERB
cana-802	99	2	a	a	DET
cana-802	99	3	comprehensive	comprehensive	ADJ
cana-802	99	4	survey	survey	NOUN
cana-802	99	5	of	of	ADP
cana-802	99	6	game	game	NOUN
cana-802	99	7	-	-	PUNCT
cana-802	99	8	theoretic	theoretic	NOUN
cana-802	99	9	approaches	approach	NOUN
cana-802	99	10	used	use	VERB
cana-802	99	11	in	in	ADP
cana-802	99	12	cybersecurity	cybersecurity	NOUN
cana-802	99	13	research	research	NOUN
cana-802	99	14	.	.	PUNCT
cana-802	100	1	integration	integration	NOUN
cana-802	100	2	of	of	ADP
cana-802	100	3	machine	machine	NOUN
cana-802	100	4	learning	learning	NOUN
cana-802	100	5	and	and	CCONJ
cana-802	100	6	game	game	NOUN
cana-802	100	7	theory	theory	NOUN
cana-802	100	8	[	[	X
cana-802	100	9	18	18	NUM
cana-802	100	10	]	]	PUNCT
cana-802	100	11	proposed	propose	VERB
cana-802	100	12	a	a	DET
cana-802	100	13	framework	framework	NOUN
cana-802	100	14	integrating	integrate	VERB
cana-802	100	15	machine	machine	NOUN
cana-802	100	16	learning	learning	NOUN
cana-802	100	17	and	and	CCONJ
cana-802	100	18	game	game	NOUN
cana-802	100	19	theory	theory	NOUN
cana-802	100	20	for	for	ADP
cana-802	100	21	secure	secure	ADJ
cana-802	100	22	data	datum	NOUN
cana-802	100	23	exchange	exchange	NOUN
cana-802	100	24	.	.	PUNCT
cana-802	101	1	developed	develop	VERB
cana-802	101	2	a	a	DET
cana-802	101	3	framework	framework	NOUN
cana-802	101	4	integrating	integrate	VERB
cana-802	101	5	machine	machine	NOUN
cana-802	101	6	learning	learning	NOUN
cana-802	101	7	and	and	CCONJ
cana-802	101	8	game	game	NOUN
cana-802	101	9	theory	theory	NOUN
cana-802	101	10	to	to	PART
cana-802	101	11	enhance	enhance	VERB
cana-802	101	12	secure	secure	ADJ
cana-802	101	13	data	datum	NOUN
cana-802	101	14	exchange	exchange	NOUN
cana-802	101	15	.	.	PUNCT
cana-802	102	1	evolutionary	evolutionary	ADJ
cana-802	102	2	game	game	NOUN
cana-802	102	3	model	model	NOUN
cana-802	102	4	for	for	ADP
cana-802	102	5	cybersecurity	cybersecurity	NOUN
cana-802	102	6	investment	investment	NOUN
cana-802	102	7	[	[	X
cana-802	102	8	19	19	NUM
cana-802	102	9	]	]	PUNCT
cana-802	102	10	proposed	propose	VERB
cana-802	102	11	an	an	DET
cana-802	102	12	evolutionary	evolutionary	ADJ
cana-802	102	13	game	game	NOUN
cana-802	102	14	model	model	NOUN
cana-802	102	15	to	to	PART
cana-802	102	16	analyze	analyze	VERB
cana-802	102	17	the	the	DET
cana-802	102	18	strategic	strategic	ADJ
cana-802	102	19	investment	investment	NOUN
cana-802	102	20	in	in	ADP
cana-802	102	21	cybersecurity	cybersecurity	NOUN
cana-802	102	22	measures	measure	NOUN
cana-802	102	23	.	.	PUNCT
cana-802	103	1	developed	develop	VERB
cana-802	103	2	an	an	DET
cana-802	103	3	evolutionary	evolutionary	ADJ
cana-802	103	4	game	game	NOUN
cana-802	103	5	model	model	NOUN
cana-802	103	6	to	to	PART
cana-802	103	7	study	study	VERB
cana-802	103	8	the	the	DET
cana-802	103	9	strategic	strategic	ADJ
cana-802	103	10	decision	decision	NOUN
cana-802	103	11	-	-	PUNCT
cana-802	103	12	making	make	VERB
cana-802	103	13	process	process	NOUN
cana-802	103	14	in	in	ADP
cana-802	103	15	cybersecurity	cybersecurity	NOUN
cana-802	103	16	investment	investment	NOUN
cana-802	103	17	.	.	PUNCT
cana-802	104	1	survey	survey	NOUN
cana-802	104	2	of	of	ADP
cana-802	104	3	adversarial	adversarial	ADJ
cana-802	104	4	attacks	attack	NOUN
cana-802	104	5	on	on	ADP
cana-802	104	6	ml	ml	NOUN
cana-802	104	7	-	-	PUNCT
cana-802	104	8	based	base	VERB
cana-802	104	9	intrusion	intrusion	NOUN
cana-802	104	10	detection	detection	NOUN
cana-802	104	11	systems	system	NOUN
cana-802	104	12	[	[	X
cana-802	104	13	20	20	NUM
cana-802	104	14	]	]	PUNCT
cana-802	104	15	surveyed	survey	VERB
cana-802	104	16	various	various	ADJ
cana-802	104	17	adversarial	adversarial	ADJ
cana-802	104	18	attacks	attack	NOUN
cana-802	104	19	targeting	target	VERB
cana-802	104	20	machine	machine	NOUN
cana-802	104	21	learning	learning	NOUN
cana-802	104	22	-	-	PUNCT
cana-802	104	23	based	base	VERB
cana-802	104	24	intrusion	intrusion	NOUN
cana-802	104	25	detection	detection	NOUN
cana-802	104	26	systems	system	NOUN
cana-802	104	27	and	and	CCONJ
cana-802	104	28	proposed	propose	VERB
cana-802	104	29	defense	defense	NOUN
cana-802	104	30	mechanisms	mechanism	NOUN
cana-802	104	31	.	.	PUNCT
cana-802	105	1	conducted	conduct	VERB
cana-802	105	2	a	a	DET
cana-802	105	3	comprehensive	comprehensive	ADJ
cana-802	105	4	survey	survey	NOUN
cana-802	105	5	of	of	ADP
cana-802	105	6	adversarial	adversarial	ADJ
cana-802	105	7	attacks	attack	NOUN
cana-802	105	8	on	on	ADP
cana-802	105	9	machine	machine	NOUN
cana-802	105	10	learningbased	learningbase	VERB
cana-802	105	11	intrusion	intrusion	NOUN
cana-802	105	12	detection	detection	NOUN
cana-802	105	13	systems	system	NOUN
cana-802	105	14	and	and	CCONJ
cana-802	105	15	proposed	propose	VERB
cana-802	105	16	countermeasures	countermeasure	NOUN
cana-802	105	17	.	.	PUNCT
cana-802	106	1	communications	communication	NOUN
cana-802	106	2	on	on	ADP
cana-802	106	3	applied	apply	VERB
cana-802	106	4	nonlinear	nonlinear	ADJ
cana-802	106	5	analysis	analysis	NOUN
cana-802	106	6	issn	issn	NOUN
cana-802	106	7	:	:	PUNCT
cana-802	106	8	1074	1074	NUM
cana-802	106	9	-	-	PUNCT
cana-802	106	10	133x	133x	NUM
cana-802	106	11	vol	vol	NOUN
cana-802	106	12	31	31	NUM
cana-802	106	13	no	no	NOUN
cana-802	106	14	.	.	PUNCT
cana-802	107	1	3s	3s	NUM
cana-802	107	2	(	(	PUNCT
cana-802	107	3	2024	2024	NUM
cana-802	107	4	)	)	PUNCT
cana-802	107	5	474	474	NUM
cana-802	107	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-802	107	7	overall	overall	ADV
cana-802	107	8	,	,	PUNCT
cana-802	107	9	the	the	DET
cana-802	107	10	linked	link	VERB
cana-802	107	11	work	work	NOUN
cana-802	107	12	shown	show	VERB
cana-802	107	13	in	in	ADP
cana-802	107	14	the	the	DET
cana-802	107	15	table	table	NOUN
cana-802	107	16	helps	help	VERB
cana-802	107	17	us	we	PRON
cana-802	107	18	understand	understand	VERB
cana-802	107	19	how	how	SCONJ
cana-802	107	20	cybersecurity	cybersecurity	NOUN
cana-802	107	21	strategies	strategy	NOUN
cana-802	107	22	interact	interact	VERB
cana-802	107	23	with	with	ADP
cana-802	107	24	each	each	DET
cana-802	107	25	other	other	ADJ
cana-802	107	26	better	well	ADV
cana-802	107	27	and	and	CCONJ
cana-802	107	28	gives	give	VERB
cana-802	107	29	us	we	PRON
cana-802	107	30	useful	useful	ADJ
cana-802	107	31	information	information	NOUN
cana-802	107	32	and	and	CCONJ
cana-802	107	33	methods	method	NOUN
cana-802	107	34	for	for	ADP
cana-802	107	35	dealing	deal	VERB
cana-802	107	36	with	with	ADP
cana-802	107	37	new	new	ADJ
cana-802	107	38	security	security	NOUN
cana-802	107	39	risks	risk	NOUN
cana-802	107	40	.	.	PUNCT
cana-802	107	41	.	.	PUNCT
cana-802	108	1	3	3	X
cana-802	108	2	.	.	X
cana-802	108	3	methodology	methodology	NOUN
cana-802	108	4	1	1	NUM
cana-802	108	5	.	.	PUNCT
cana-802	108	6	data	datum	NOUN
cana-802	108	7	collection	collection	NOUN
cana-802	108	8	:	:	PUNCT
cana-802	108	9	the	the	DET
cana-802	108	10	goal	goal	NOUN
cana-802	108	11	of	of	ADP
cana-802	108	12	the	the	DET
cana-802	108	13	data	data	NOUN
cana-802	108	14	collection	collection	NOUN
cana-802	108	15	step	step	NOUN
cana-802	108	16	is	be	AUX
cana-802	108	17	to	to	PART
cana-802	108	18	gather	gather	VERB
cana-802	108	19	a	a	DET
cana-802	108	20	wide	wide	ADJ
cana-802	108	21	range	range	NOUN
cana-802	108	22	of	of	ADP
cana-802	108	23	materials	material	NOUN
cana-802	108	24	that	that	PRON
cana-802	108	25	are	be	AUX
cana-802	108	26	relevant	relevant	ADJ
cana-802	108	27	to	to	ADP
cana-802	108	28	game	game	NOUN
cana-802	108	29	theory	theory	NOUN
cana-802	108	30	,	,	PUNCT
cana-802	109	1	hostile	hostile	ADJ
cana-802	109	2	machine	machine	NOUN
cana-802	109	3	learning	learning	NOUN
cana-802	109	4	(	(	PUNCT
cana-802	109	5	aml	aml	PROPN
cana-802	109	6	)	)	PUNCT
cana-802	109	7	,	,	PUNCT
cana-802	109	8	and	and	CCONJ
cana-802	109	9	hacking	hack	VERB
cana-802	109	10	.	.	PUNCT
cana-802	110	1	to	to	PART
cana-802	110	2	do	do	VERB
cana-802	110	3	this	this	PRON
cana-802	110	4	,	,	PUNCT
cana-802	110	5	you	you	PRON
cana-802	110	6	need	need	VERB
cana-802	110	7	to	to	PART
cana-802	110	8	find	find	VERB
cana-802	110	9	important	important	ADJ
cana-802	110	10	study	study	NOUN
cana-802	110	11	papers	paper	NOUN
cana-802	110	12	,	,	PUNCT
cana-802	110	13	files	file	NOUN
cana-802	110	14	,	,	PUNCT
cana-802	110	15	and	and	CCONJ
cana-802	110	16	other	other	ADJ
cana-802	110	17	tools	tool	NOUN
cana-802	110	18	in	in	ADP
cana-802	110	19	scholarly	scholarly	ADJ
cana-802	110	20	magazines	magazine	NOUN
cana-802	110	21	,	,	PUNCT
cana-802	110	22	at	at	ADP
cana-802	110	23	workshops	workshop	NOUN
cana-802	110	24	,	,	PUNCT
cana-802	110	25	online	online	ADJ
cana-802	110	26	,	,	PUNCT
cana-802	110	27	and	and	CCONJ
cana-802	110	28	from	from	ADP
cana-802	110	29	hacking	hack	VERB
cana-802	110	30	groups	group	NOUN
cana-802	110	31	.	.	PUNCT
cana-802	111	1	for	for	ADP
cana-802	111	2	game	game	NOUN
cana-802	111	3	theory	theory	NOUN
cana-802	111	4	,	,	PUNCT
cana-802	111	5	you	you	PRON
cana-802	111	6	need	need	VERB
cana-802	111	7	to	to	PART
cana-802	111	8	read	read	VERB
cana-802	111	9	a	a	DET
cana-802	111	10	lot	lot	NOUN
cana-802	111	11	of	of	ADP
cana-802	111	12	books	book	NOUN
cana-802	111	13	that	that	PRON
cana-802	111	14	cover	cover	VERB
cana-802	111	15	different	different	ADJ
cana-802	111	16	game	game	NOUN
cana-802	111	17	models	model	NOUN
cana-802	111	18	,	,	PUNCT
cana-802	111	19	equilibrium	equilibrium	NOUN
cana-802	111	20	ideas	idea	NOUN
cana-802	111	21	,	,	PUNCT
cana-802	111	22	and	and	CCONJ
cana-802	111	23	strategy	strategy	NOUN
cana-802	111	24	decision	decision	NOUN
cana-802	111	25	-	-	PUNCT
cana-802	111	26	making	make	VERB
cana-802	111	27	frameworks	framework	NOUN
cana-802	111	28	.	.	PUNCT
cana-802	112	1	this	this	PRON
cana-802	112	2	includes	include	VERB
cana-802	112	3	both	both	CCONJ
cana-802	112	4	important	important	ADJ
cana-802	112	5	early	early	ADJ
cana-802	112	6	works	work	NOUN
cana-802	112	7	in	in	ADP
cana-802	112	8	game	game	NOUN
cana-802	112	9	theory	theory	NOUN
cana-802	112	10	and	and	CCONJ
cana-802	112	11	new	new	ADJ
cana-802	112	12	studies	study	NOUN
cana-802	112	13	looking	look	VERB
cana-802	112	14	at	at	ADP
cana-802	112	15	how	how	SCONJ
cana-802	112	16	it	it	PRON
cana-802	112	17	can	can	AUX
cana-802	112	18	be	be	AUX
cana-802	112	19	used	use	VERB
cana-802	112	20	in	in	ADP
cana-802	112	21	defense	defense	NOUN
cana-802	112	22	.	.	PUNCT
cana-802	113	1	to	to	PART
cana-802	113	2	help	help	VERB
cana-802	113	3	with	with	ADP
cana-802	113	4	the	the	DET
cana-802	113	5	modeling	modeling	NOUN
cana-802	113	6	process	process	NOUN
cana-802	113	7	,	,	PUNCT
cana-802	113	8	files	file	NOUN
cana-802	113	9	or	or	CCONJ
cana-802	113	10	models	model	NOUN
cana-802	113	11	of	of	ADP
cana-802	113	12	defender	defender	NOUN
cana-802	113	13	-	-	PUNCT
cana-802	113	14	adversary	adversary	NOUN
cana-802	113	15	games	game	NOUN
cana-802	113	16	or	or	CCONJ
cana-802	113	17	other	other	ADJ
cana-802	113	18	strategy	strategy	NOUN
cana-802	113	19	interactions	interaction	NOUN
cana-802	113	20	that	that	PRON
cana-802	113	21	happen	happen	VERB
cana-802	113	22	in	in	ADP
cana-802	113	23	cybersecurity	cybersecurity	NOUN
cana-802	113	24	situations	situation	NOUN
cana-802	113	25	may	may	AUX
cana-802	113	26	also	also	ADV
cana-802	113	27	be	be	AUX
cana-802	113	28	looked	look	VERB
cana-802	113	29	for	for	ADP
cana-802	113	30	.	.	PUNCT
cana-802	114	1	when	when	SCONJ
cana-802	114	2	it	it	PRON
cana-802	114	3	comes	come	VERB
cana-802	114	4	to	to	ADP
cana-802	114	5	aml	aml	PROPN
cana-802	114	6	,	,	PUNCT
cana-802	114	7	the	the	DET
cana-802	114	8	collection	collection	NOUN
cana-802	114	9	effort	effort	NOUN
cana-802	114	10	includes	include	VERB
cana-802	114	11	datasets	dataset	NOUN
cana-802	114	12	with	with	ADP
cana-802	114	13	examples	example	NOUN
cana-802	114	14	of	of	ADP
cana-802	114	15	adversarial	adversarial	ADJ
cana-802	114	16	attacks	attack	NOUN
cana-802	114	17	,	,	PUNCT
cana-802	114	18	altered	alter	VERB
cana-802	114	19	data	datum	NOUN
cana-802	114	20	samples	sample	NOUN
cana-802	114	21	,	,	PUNCT
cana-802	114	22	and	and	CCONJ
cana-802	114	23	the	the	DET
cana-802	114	24	results	result	NOUN
cana-802	114	25	that	that	PRON
cana-802	114	26	happen	happen	VERB
cana-802	114	27	when	when	SCONJ
cana-802	114	28	machine	machine	NOUN
cana-802	114	29	learning	learning	NOUN
cana-802	114	30	models	model	NOUN
cana-802	114	31	run	run	VERB
cana-802	114	32	them	they	PRON
cana-802	114	33	.	.	PUNCT
cana-802	115	1	cybersecurity	cybersecurity	NOUN
cana-802	115	2	records	record	NOUN
cana-802	115	3	of	of	ADP
cana-802	115	4	cyberattacks	cyberattack	NOUN
cana-802	115	5	,	,	PUNCT
cana-802	115	6	network	network	NOUN
cana-802	115	7	traffic	traffic	NOUN
cana-802	115	8	,	,	PUNCT
cana-802	115	9	and	and	CCONJ
cana-802	115	10	security	security	NOUN
cana-802	115	11	events	event	NOUN
cana-802	115	12	give	give	VERB
cana-802	115	13	us	we	PRON
cana-802	115	14	useful	useful	ADJ
cana-802	115	15	information	information	NOUN
cana-802	115	16	about	about	ADP
cana-802	115	17	how	how	SCONJ
cana-802	115	18	threats	threat	NOUN
cana-802	115	19	really	really	ADV
cana-802	115	20	work	work	VERB
cana-802	115	21	in	in	ADP
cana-802	115	22	the	the	DET
cana-802	115	23	real	real	ADJ
cana-802	115	24	world	world	NOUN
cana-802	115	25	.	.	PUNCT
cana-802	116	1	there	there	PRON
cana-802	116	2	may	may	AUX
cana-802	116	3	be	be	AUX
cana-802	116	4	records	record	NOUN
cana-802	116	5	of	of	ADP
cana-802	116	6	known	know	VERB
cana-802	116	7	cyberattacks	cyberattack	NOUN
cana-802	116	8	,	,	PUNCT
cana-802	116	9	malware	malware	NOUN
cana-802	116	10	samples	sample	NOUN
cana-802	116	11	,	,	PUNCT
cana-802	116	12	network	network	NOUN
cana-802	116	13	logs	log	NOUN
cana-802	116	14	,	,	PUNCT
cana-802	116	15	and	and	CCONJ
cana-802	116	16	security	security	NOUN
cana-802	116	17	holes	hole	NOUN
cana-802	116	18	in	in	ADP
cana-802	116	19	these	these	DET
cana-802	116	20	sets	set	NOUN
cana-802	116	21	.	.	PUNCT
cana-802	117	1	additionally	additionally	ADV
cana-802	117	2	,	,	PUNCT
cana-802	117	3	machine	machine	NOUN
cana-802	117	4	learning	learning	NOUN
cana-802	117	5	models	model	NOUN
cana-802	117	6	that	that	PRON
cana-802	117	7	have	have	AUX
cana-802	117	8	been	be	AUX
cana-802	117	9	taught	teach	VERB
cana-802	117	10	to	to	PART
cana-802	117	11	find	find	VERB
cana-802	117	12	intrusions	intrusion	NOUN
cana-802	117	13	,	,	PUNCT
cana-802	117	14	strange	strange	ADJ
cana-802	117	15	behavior	behavior	NOUN
cana-802	117	16	,	,	PUNCT
cana-802	117	17	and	and	CCONJ
cana-802	117	18	malware	malware	NOUN
cana-802	117	19	can	can	AUX
cana-802	117	20	be	be	AUX
cana-802	117	21	used	use	VERB
cana-802	117	22	as	as	ADP
cana-802	117	23	basic	basic	ADJ
cana-802	117	24	tools	tool	NOUN
cana-802	117	25	for	for	ADP
cana-802	117	26	analyzing	analyze	VERB
cana-802	117	27	defense	defense	NOUN
cana-802	117	28	strategies	strategy	NOUN
cana-802	117	29	and	and	CCONJ
cana-802	117	30	figuring	figure	VERB
cana-802	117	31	out	out	ADP
cana-802	117	32	how	how	SCONJ
cana-802	117	33	hostile	hostile	ADJ
cana-802	117	34	attacks	attack	NOUN
cana-802	117	35	affect	affect	VERB
cana-802	117	36	security	security	NOUN
cana-802	117	37	systems	system	NOUN
cana-802	117	38	.	.	PUNCT
cana-802	118	1	lastly	lastly	ADV
cana-802	118	2	,	,	PUNCT
cana-802	118	3	current	current	ADJ
cana-802	118	4	game	game	NOUN
cana-802	118	5	-	-	PUNCT
cana-802	118	6	theoretic	theoretic	NOUN
cana-802	118	7	theories	theory	NOUN
cana-802	118	8	used	use	VERB
cana-802	118	9	in	in	ADP
cana-802	118	10	cybersecurity	cybersecurity	NOUN
cana-802	118	11	research	research	NOUN
cana-802	118	12	,	,	PUNCT
cana-802	118	13	along	along	ADP
cana-802	118	14	with	with	ADP
cana-802	118	15	the	the	DET
cana-802	118	16	papers	paper	NOUN
cana-802	118	17	and	and	CCONJ
cana-802	118	18	other	other	ADJ
cana-802	118	19	materials	material	NOUN
cana-802	118	20	that	that	PRON
cana-802	118	21	go	go	VERB
cana-802	118	22	with	with	ADP
cana-802	118	23	them	they	PRON
cana-802	118	24	,	,	PUNCT
cana-802	118	25	help	help	VERB
cana-802	118	26	to	to	PART
cana-802	118	27	build	build	VERB
cana-802	118	28	and	and	CCONJ
cana-802	118	29	improve	improve	VERB
cana-802	118	30	the	the	DET
cana-802	118	31	analytical	analytical	ADJ
cana-802	118	32	model	model	NOUN
cana-802	118	33	for	for	ADP
cana-802	118	34	looking	look	VERB
cana-802	118	35	at	at	ADP
cana-802	118	36	how	how	SCONJ
cana-802	118	37	defenders	defender	NOUN
cana-802	118	38	and	and	CCONJ
cana-802	118	39	attackers	attacker	NOUN
cana-802	118	40	engage	engage	VERB
cana-802	118	41	strategically	strategically	ADV
cana-802	118	42	.	.	PUNCT
cana-802	119	1	overall	overall	ADV
cana-802	119	2	,	,	PUNCT
cana-802	119	3	a	a	DET
cana-802	119	4	thorough	thorough	ADJ
cana-802	119	5	collection	collection	NOUN
cana-802	119	6	effort	effort	NOUN
cana-802	119	7	that	that	PRON
cana-802	119	8	includes	include	VERB
cana-802	119	9	game	game	NOUN
cana-802	119	10	theory	theory	NOUN
cana-802	119	11	,	,	PUNCT
cana-802	119	12	anti	anti	ADJ
cana-802	119	13	-	-	ADJ
cana-802	119	14	money	money	ADJ
cana-802	119	15	laundering	laundering	NOUN
cana-802	119	16	,	,	PUNCT
cana-802	119	17	and	and	CCONJ
cana-802	119	18	cybersecurity	cybersecurity	NOUN
cana-802	119	19	fields	field	NOUN
cana-802	119	20	builds	build	VERB
cana-802	119	21	a	a	DET
cana-802	119	22	strong	strong	ADJ
cana-802	119	23	base	base	NOUN
cana-802	119	24	for	for	ADP
cana-802	119	25	further	further	ADJ
cana-802	119	26	research	research	NOUN
cana-802	119	27	and	and	CCONJ
cana-802	119	28	testing	testing	NOUN
cana-802	119	29	.	.	PUNCT
cana-802	120	1	figure	figure	VERB
cana-802	120	2	1	1	NUM
cana-802	120	3	:	:	PUNCT
cana-802	120	4	illustration	illustration	NOUN
cana-802	120	5	of	of	ADP
cana-802	120	6	architectural	architectural	ADJ
cana-802	120	7	block	block	NOUN
cana-802	120	8	diagram	diagram	NOUN
cana-802	120	9	communications	communication	NOUN
cana-802	120	10	on	on	ADP
cana-802	120	11	applied	apply	VERB
cana-802	120	12	nonlinear	nonlinear	ADJ
cana-802	120	13	analysis	analysis	NOUN
cana-802	120	14	issn	issn	NOUN
cana-802	120	15	:	:	PUNCT
cana-802	120	16	1074	1074	NUM
cana-802	120	17	-	-	PUNCT
cana-802	120	18	133x	133x	NUM
cana-802	120	19	vol	vol	NOUN
cana-802	120	20	31	31	NUM
cana-802	120	21	no	no	NOUN
cana-802	120	22	.	.	PUNCT
cana-802	121	1	3s	3s	NUM
cana-802	121	2	(	(	PUNCT
cana-802	121	3	2024	2024	NUM
cana-802	121	4	)	)	PUNCT
cana-802	121	5	475	475	NUM
cana-802	121	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-802	121	7	2	2	NUM
cana-802	121	8	.	.	X
cana-802	121	9	modeling	model	VERB
cana-802	121	10	strategic	strategic	ADJ
cana-802	121	11	interactions	interaction	NOUN
cana-802	121	12	:	:	PUNCT
cana-802	121	13	to	to	PART
cana-802	121	14	make	make	VERB
cana-802	121	15	a	a	DET
cana-802	121	16	formal	formal	ADJ
cana-802	121	17	model	model	NOUN
cana-802	121	18	that	that	PRON
cana-802	121	19	shows	show	VERB
cana-802	121	20	how	how	SCONJ
cana-802	121	21	defenders	defender	NOUN
cana-802	121	22	and	and	CCONJ
cana-802	121	23	attackers	attacker	NOUN
cana-802	121	24	interact	interact	VERB
cana-802	121	25	strategically	strategically	ADV
cana-802	121	26	in	in	ADP
cana-802	121	27	the	the	DET
cana-802	121	28	field	field	NOUN
cana-802	121	29	of	of	ADP
cana-802	121	30	cybersecurity	cybersecurity	NOUN
cana-802	121	31	,	,	PUNCT
cana-802	121	32	you	you	PRON
cana-802	121	33	need	need	VERB
cana-802	121	34	to	to	PART
cana-802	121	35	have	have	VERB
cana-802	121	36	a	a	DET
cana-802	121	37	basic	basic	ADJ
cana-802	121	38	understanding	understanding	NOUN
cana-802	121	39	of	of	ADP
cana-802	121	40	game	game	NOUN
cana-802	121	41	theory	theory	NOUN
cana-802	121	42	and	and	CCONJ
cana-802	121	43	how	how	SCONJ
cana-802	121	44	it	it	PRON
cana-802	121	45	can	can	AUX
cana-802	121	46	be	be	AUX
cana-802	121	47	used	use	VERB
cana-802	121	48	in	in	ADP
cana-802	121	49	security	security	NOUN
cana-802	121	50	situations	situation	NOUN
cana-802	121	51	.	.	PUNCT
cana-802	122	1	the	the	DET
cana-802	122	2	model	model	NOUN
cana-802	122	3	tries	try	VERB
cana-802	122	4	to	to	PART
cana-802	122	5	show	show	VERB
cana-802	122	6	how	how	SCONJ
cana-802	122	7	both	both	DET
cana-802	122	8	defenders	defender	NOUN
cana-802	122	9	and	and	CCONJ
cana-802	122	10	attackers	attacker	NOUN
cana-802	122	11	make	make	VERB
cana-802	122	12	strategic	strategic	ADJ
cana-802	122	13	decisions	decision	NOUN
cana-802	122	14	by	by	ADP
cana-802	122	15	including	include	VERB
cana-802	122	16	important	important	ADJ
cana-802	122	17	parts	part	NOUN
cana-802	122	18	like	like	ADP
cana-802	122	19	players	player	NOUN
cana-802	122	20	,	,	PUNCT
cana-802	122	21	actions	action	NOUN
cana-802	122	22	,	,	PUNCT
cana-802	122	23	payoffs	payoff	NOUN
cana-802	122	24	,	,	PUNCT
cana-802	122	25	and	and	CCONJ
cana-802	122	26	tactics	tactic	NOUN
cana-802	122	27	to	to	PART
cana-802	122	28	figure	figure	VERB
cana-802	122	29	out	out	ADP
cana-802	122	30	the	the	DET
cana-802	122	31	best	good	ADJ
cana-802	122	32	ways	way	NOUN
cana-802	122	33	to	to	PART
cana-802	122	34	defend	defend	VERB
cana-802	122	35	and	and	CCONJ
cana-802	122	36	how	how	SCONJ
cana-802	122	37	attackers	attacker	NOUN
cana-802	122	38	should	should	AUX
cana-802	122	39	act	act	VERB
cana-802	122	40	.	.	PUNCT
cana-802	123	1	first	first	ADV
cana-802	123	2	,	,	PUNCT
cana-802	123	3	the	the	DET
cana-802	123	4	model	model	NOUN
cana-802	123	5	figures	figure	VERB
cana-802	123	6	out	out	ADP
cana-802	123	7	who	who	PRON
cana-802	123	8	is	be	AUX
cana-802	123	9	playing	play	VERB
cana-802	123	10	the	the	DET
cana-802	123	11	hacking	hack	VERB
cana-802	123	12	game	game	NOUN
cana-802	123	13	.	.	PUNCT
cana-802	124	1	usually	usually	ADV
cana-802	124	2	,	,	PUNCT
cana-802	124	3	there	there	PRON
cana-802	124	4	are	be	VERB
cana-802	124	5	two	two	NUM
cana-802	124	6	main	main	ADJ
cana-802	124	7	types	type	NOUN
cana-802	124	8	of	of	ADP
cana-802	124	9	players	player	NOUN
cana-802	124	10	:	:	PUNCT
cana-802	124	11	guards	guard	NOUN
cana-802	124	12	and	and	CCONJ
cana-802	124	13	attackers	attacker	NOUN
cana-802	124	14	.	.	PUNCT
cana-802	125	1	defenders	defender	NOUN
cana-802	125	2	are	be	AUX
cana-802	125	3	in	in	ADP
cana-802	125	4	charge	charge	NOUN
cana-802	125	5	of	of	ADP
cana-802	125	6	keeping	keep	VERB
cana-802	125	7	threats	threat	NOUN
cana-802	125	8	off	off	ADP
cana-802	125	9	of	of	ADP
cana-802	125	10	the	the	DET
cana-802	125	11	system	system	NOUN
cana-802	125	12	or	or	CCONJ
cana-802	125	13	network	network	NOUN
cana-802	125	14	,	,	PUNCT
cana-802	125	15	while	while	SCONJ
cana-802	125	16	attackers	attacker	NOUN
cana-802	125	17	try	try	VERB
cana-802	125	18	to	to	PART
cana-802	125	19	break	break	VERB
cana-802	125	20	into	into	ADP
cana-802	125	21	the	the	DET
cana-802	125	22	system	system	NOUN
cana-802	125	23	for	for	ADP
cana-802	125	24	bad	bad	ADJ
cana-802	125	25	reasons	reason	NOUN
cana-802	125	26	.	.	PUNCT
cana-802	126	1	the	the	DET
cana-802	126	2	model	model	NOUN
cana-802	126	3	makes	make	VERB
cana-802	126	4	it	it	PRON
cana-802	126	5	easy	easy	ADJ
cana-802	126	6	to	to	PART
cana-802	126	7	analyze	analyze	VERB
cana-802	126	8	strategies	strategy	NOUN
cana-802	126	9	by	by	ADP
cana-802	126	10	clearly	clearly	ADV
cana-802	126	11	showing	show	VERB
cana-802	126	12	each	each	DET
cana-802	126	13	player	player	NOUN
cana-802	126	14	's	's	PART
cana-802	126	15	goals	goal	NOUN
cana-802	126	16	,	,	PUNCT
cana-802	126	17	skills	skill	NOUN
cana-802	126	18	,	,	PUNCT
cana-802	126	19	and	and	CCONJ
cana-802	126	20	resources	resource	NOUN
cana-802	126	21	.	.	PUNCT
cana-802	127	1	next	next	ADV
cana-802	127	2	,	,	PUNCT
cana-802	127	3	the	the	DET
cana-802	127	4	model	model	NOUN
cana-802	127	5	shows	show	VERB
cana-802	127	6	the	the	DET
cana-802	127	7	range	range	NOUN
cana-802	127	8	of	of	ADP
cana-802	127	9	moves	move	NOUN
cana-802	127	10	that	that	PRON
cana-802	127	11	each	each	DET
cana-802	127	12	person	person	NOUN
cana-802	127	13	can	can	AUX
cana-802	127	14	take	take	VERB
cana-802	127	15	.	.	PUNCT
cana-802	128	1	defenders	defender	NOUN
cana-802	128	2	can	can	AUX
cana-802	128	3	do	do	VERB
cana-802	128	4	many	many	ADJ
cana-802	128	5	things	thing	NOUN
cana-802	128	6	to	to	PART
cana-802	128	7	protect	protect	VERB
cana-802	128	8	their	their	PRON
cana-802	128	9	systems	system	NOUN
cana-802	128	10	,	,	PUNCT
cana-802	128	11	such	such	ADJ
cana-802	128	12	as	as	ADP
cana-802	128	13	installing	instal	VERB
cana-802	128	14	security	security	NOUN
cana-802	128	15	fixes	fix	NOUN
cana-802	128	16	,	,	PUNCT
cana-802	128	17	keeping	keep	VERB
cana-802	128	18	access	access	NOUN
cana-802	128	19	rules	rule	NOUN
cana-802	128	20	up	up	ADP
cana-802	128	21	to	to	ADP
cana-802	128	22	date	date	NOUN
cana-802	128	23	,	,	PUNCT
cana-802	128	24	watching	watch	VERB
cana-802	128	25	network	network	NOUN
cana-802	128	26	traffic	traffic	NOUN
cana-802	128	27	,	,	PUNCT
cana-802	128	28	and	and	CCONJ
cana-802	128	29	buying	buy	VERB
cana-802	128	30	intruder	intruder	NOUN
cana-802	128	31	detection	detection	NOUN
cana-802	128	32	systems	system	NOUN
cana-802	128	33	.	.	PUNCT
cana-802	129	1	on	on	ADP
cana-802	129	2	the	the	DET
cana-802	129	3	other	other	ADJ
cana-802	129	4	hand	hand	NOUN
cana-802	129	5	,	,	PUNCT
cana-802	129	6	attackers	attacker	NOUN
cana-802	129	7	can	can	AUX
cana-802	129	8	choose	choose	VERB
cana-802	129	9	from	from	ADP
cana-802	129	10	a	a	DET
cana-802	129	11	variety	variety	NOUN
cana-802	129	12	of	of	ADP
cana-802	129	13	methods	method	NOUN
cana-802	129	14	,	,	PUNCT
cana-802	129	15	such	such	ADJ
cana-802	129	16	as	as	ADP
cana-802	129	17	planting	planting	NOUN
cana-802	129	18	malware	malware	NOUN
cana-802	129	19	,	,	PUNCT
cana-802	129	20	taking	take	VERB
cana-802	129	21	advantage	advantage	NOUN
cana-802	129	22	of	of	ADP
cana-802	129	23	software	software	NOUN
cana-802	129	24	flaws	flaw	NOUN
cana-802	129	25	,	,	PUNCT
cana-802	129	26	using	use	VERB
cana-802	129	27	fake	fake	ADJ
cana-802	129	28	emails	email	NOUN
cana-802	129	29	,	,	PUNCT
cana-802	129	30	or	or	CCONJ
cana-802	129	31	starting	start	VERB
cana-802	129	32	denial	denial	NOUN
cana-802	129	33	-	-	PUNCT
cana-802	129	34	of	of	ADP
cana-802	129	35	-	-	PUNCT
cana-802	129	36	service	service	NOUN
cana-802	129	37	(	(	PUNCT
cana-802	129	38	dos	do	NOUN
cana-802	129	39	)	)	PUNCT
cana-802	129	40	attacks	attack	NOUN
cana-802	129	41	.	.	PUNCT
cana-802	130	1	each	each	DET
cana-802	130	2	player	player	NOUN
cana-802	130	3	's	's	PART
cana-802	130	4	choices	choice	NOUN
cana-802	130	5	are	be	AUX
cana-802	130	6	based	base	VERB
cana-802	130	7	on	on	ADP
cana-802	130	8	how	how	SCONJ
cana-802	130	9	they	they	PRON
cana-802	130	10	might	might	AUX
cana-802	130	11	affect	affect	VERB
cana-802	130	12	system	system	NOUN
cana-802	130	13	security	security	NOUN
cana-802	130	14	and	and	CCONJ
cana-802	130	15	the	the	DET
cana-802	130	16	costs	cost	NOUN
cana-802	130	17	or	or	CCONJ
cana-802	130	18	perks	perk	NOUN
cana-802	130	19	that	that	PRON
cana-802	130	20	come	come	VERB
cana-802	130	21	with	with	ADP
cana-802	130	22	them	they	PRON
cana-802	130	23	.	.	PUNCT
cana-802	131	1	the	the	DET
cana-802	131	2	model	model	NOUN
cana-802	131	3	also	also	ADV
cana-802	131	4	includes	include	VERB
cana-802	131	5	the	the	DET
cana-802	131	6	idea	idea	NOUN
cana-802	131	7	of	of	ADP
cana-802	131	8	payoffs	payoff	NOUN
cana-802	131	9	,	,	PUNCT
cana-802	131	10	which	which	PRON
cana-802	131	11	are	be	AUX
cana-802	131	12	the	the	DET
cana-802	131	13	results	result	NOUN
cana-802	131	14	or	or	CCONJ
cana-802	131	15	effects	effect	NOUN
cana-802	131	16	that	that	PRON
cana-802	131	17	come	come	VERB
cana-802	131	18	from	from	ADP
cana-802	131	19	the	the	DET
cana-802	131	20	different	different	ADJ
cana-802	131	21	mixtures	mixture	NOUN
cana-802	131	22	of	of	ADP
cana-802	131	23	actions	action	NOUN
cana-802	131	24	that	that	PRON
cana-802	131	25	players	player	NOUN
cana-802	131	26	choose	choose	VERB
cana-802	131	27	.	.	PUNCT
cana-802	132	1	payoffs	payoff	NOUN
cana-802	132	2	show	show	VERB
cana-802	132	3	how	how	SCONJ
cana-802	132	4	useful	useful	ADJ
cana-802	132	5	or	or	CCONJ
cana-802	132	6	valuable	valuable	ADJ
cana-802	132	7	each	each	DET
cana-802	132	8	player	player	NOUN
cana-802	132	9	thinks	think	VERB
cana-802	132	10	the	the	DET
cana-802	132	11	game	game	NOUN
cana-802	132	12	's	's	PART
cana-802	132	13	results	result	NOUN
cana-802	132	14	are	be	AUX
cana-802	132	15	,	,	PUNCT
cana-802	132	16	taking	take	VERB
cana-802	132	17	into	into	ADP
cana-802	132	18	account	account	NOUN
cana-802	132	19	things	thing	NOUN
cana-802	132	20	like	like	ADP
cana-802	132	21	successful	successful	ADJ
cana-802	132	22	hacking	hacking	NOUN
cana-802	132	23	,	,	PUNCT
cana-802	132	24	data	datum	NOUN
cana-802	132	25	theft	theft	NOUN
cana-802	132	26	,	,	PUNCT
cana-802	132	27	system	system	NOUN
cana-802	132	28	failure	failure	NOUN
cana-802	132	29	,	,	PUNCT
cana-802	132	30	wasted	waste	VERB
cana-802	132	31	resources	resource	NOUN
cana-802	132	32	,	,	PUNCT
cana-802	132	33	and	and	CCONJ
cana-802	132	34	damage	damage	NOUN
cana-802	132	35	to	to	ADP
cana-802	132	36	image	image	NOUN
cana-802	132	37	.	.	PUNCT
cana-802	133	1	based	base	VERB
cana-802	133	2	on	on	ADP
cana-802	133	3	the	the	DET
cana-802	133	4	specifics	specific	NOUN
cana-802	133	5	of	of	ADP
cana-802	133	6	the	the	DET
cana-802	133	7	hacking	hack	VERB
cana-802	133	8	situation	situation	NOUN
cana-802	133	9	,	,	PUNCT
cana-802	133	10	payoffs	payoff	NOUN
cana-802	133	11	may	may	AUX
cana-802	133	12	be	be	AUX
cana-802	133	13	shown	show	VERB
cana-802	133	14	in	in	ADP
cana-802	133	15	terms	term	NOUN
cana-802	133	16	of	of	ADP
cana-802	133	17	money	money	NOUN
cana-802	133	18	gained	gain	VERB
cana-802	133	19	or	or	CCONJ
cana-802	133	20	lost	lose	VERB
cana-802	133	21	,	,	PUNCT
cana-802	133	22	system	system	NOUN
cana-802	133	23	stability	stability	NOUN
cana-802	133	24	,	,	PUNCT
cana-802	133	25	data	data	NOUN
cana-802	133	26	privacy	privacy	NOUN
cana-802	133	27	,	,	PUNCT
cana-802	133	28	or	or	CCONJ
cana-802	133	29	other	other	ADJ
cana-802	133	30	related	related	ADJ
cana-802	133	31	measures	measure	NOUN
cana-802	133	32	[	[	X
cana-802	133	33	21	21	NUM
cana-802	133	34	]	]	PUNCT
cana-802	133	35	.	.	PUNCT
cana-802	134	1	according	accord	VERB
cana-802	134	2	to	to	ADP
cana-802	134	3	the	the	DET
cana-802	134	4	model	model	NOUN
cana-802	134	5	,	,	PUNCT
cana-802	134	6	both	both	DET
cana-802	134	7	defenses	defense	NOUN
cana-802	134	8	and	and	CCONJ
cana-802	134	9	attackers	attacker	NOUN
cana-802	134	10	use	use	VERB
cana-802	134	11	different	different	ADJ
cana-802	134	12	tactics	tactic	NOUN
cana-802	134	13	to	to	PART
cana-802	134	14	reach	reach	VERB
cana-802	134	15	their	their	PRON
cana-802	134	16	goals	goal	NOUN
cana-802	134	17	.	.	PUNCT
cana-802	135	1	strategies	strategy	NOUN
cana-802	135	2	are	be	AUX
cana-802	135	3	the	the	DET
cana-802	135	4	organized	organize	VERB
cana-802	135	5	plans	plan	NOUN
cana-802	135	6	or	or	CCONJ
cana-802	135	7	methods	method	NOUN
cana-802	135	8	that	that	PRON
cana-802	135	9	players	player	NOUN
cana-802	135	10	use	use	VERB
cana-802	135	11	to	to	PART
cana-802	135	12	decide	decide	VERB
cana-802	135	13	what	what	PRON
cana-802	135	14	to	to	PART
cana-802	135	15	do	do	VERB
cana-802	135	16	next	next	ADV
cana-802	135	17	based	base	VERB
cana-802	135	18	on	on	ADP
cana-802	135	19	what	what	PRON
cana-802	135	20	their	their	PRON
cana-802	135	21	opponents	opponent	NOUN
cana-802	135	22	are	be	AUX
cana-802	135	23	doing	do	VERB
cana-802	135	24	.	.	PUNCT
cana-802	136	1	defenders	defender	NOUN
cana-802	136	2	can	can	AUX
cana-802	136	3	use	use	VERB
cana-802	136	4	strategic	strategic	ADJ
cana-802	136	5	defense	defense	NOUN
cana-802	136	6	tactics	tactic	NOUN
cana-802	136	7	,	,	PUNCT
cana-802	136	8	reactive	reactive	ADJ
cana-802	136	9	prevention	prevention	NOUN
cana-802	136	10	measures	measure	NOUN
cana-802	136	11	,	,	PUNCT
cana-802	136	12	or	or	CCONJ
cana-802	136	13	responsive	responsive	ADJ
cana-802	136	14	changes	change	NOUN
cana-802	136	15	based	base	VERB
cana-802	136	16	on	on	ADP
cana-802	136	17	real	real	ADJ
cana-802	136	18	-	-	PUNCT
cana-802	136	19	time	time	NOUN
cana-802	136	20	information	information	NOUN
cana-802	136	21	about	about	ADP
cana-802	136	22	threats	threat	NOUN
cana-802	136	23	.	.	PUNCT
cana-802	137	1	on	on	ADP
cana-802	137	2	the	the	DET
cana-802	137	3	other	other	ADJ
cana-802	137	4	hand	hand	NOUN
cana-802	137	5	,	,	PUNCT
cana-802	137	6	enemies	enemy	NOUN
cana-802	137	7	may	may	AUX
cana-802	137	8	change	change	VERB
cana-802	137	9	how	how	SCONJ
cana-802	137	10	they	they	PRON
cana-802	137	11	attack	attack	VERB
cana-802	137	12	when	when	SCONJ
cana-802	137	13	the	the	DET
cana-802	137	14	defense	defense	NOUN
cana-802	137	15	changes	change	NOUN
cana-802	137	16	,	,	PUNCT
cana-802	137	17	take	take	VERB
cana-802	137	18	advantage	advantage	NOUN
cana-802	137	19	of	of	ADP
cana-802	137	20	new	new	ADJ
cana-802	137	21	flaws	flaw	NOUN
cana-802	137	22	,	,	PUNCT
cana-802	137	23	or	or	CCONJ
cana-802	137	24	focus	focus	VERB
cana-802	137	25	on	on	ADP
cana-802	137	26	specific	specific	ADJ
cana-802	137	27	areas	area	NOUN
cana-802	137	28	of	of	ADP
cana-802	137	29	the	the	DET
cana-802	137	30	defense	defense	NOUN
cana-802	137	31	infrastructure	infrastructure	NOUN
cana-802	137	32	that	that	PRON
cana-802	137	33	are	be	AUX
cana-802	137	34	weak	weak	ADJ
cana-802	137	35	.	.	PUNCT
cana-802	138	1	once	once	SCONJ
cana-802	138	2	the	the	DET
cana-802	138	3	model	model	NOUN
cana-802	138	4	's	's	PART
cana-802	138	5	parts	part	NOUN
cana-802	138	6	are	be	AUX
cana-802	138	7	known	know	VERB
cana-802	138	8	,	,	PUNCT
cana-802	138	9	it	it	PRON
cana-802	138	10	's	be	AUX
cana-802	138	11	easier	easy	ADJ
cana-802	138	12	to	to	PART
cana-802	138	13	use	use	VERB
cana-802	138	14	game	game	NOUN
cana-802	138	15	theory	theory	NOUN
cana-802	138	16	to	to	PART
cana-802	138	17	look	look	VERB
cana-802	138	18	at	at	ADP
cana-802	138	19	the	the	DET
cana-802	138	20	best	good	ADJ
cana-802	138	21	security	security	NOUN
cana-802	138	22	tactics	tactic	NOUN
cana-802	138	23	and	and	CCONJ
cana-802	138	24	how	how	SCONJ
cana-802	138	25	the	the	DET
cana-802	138	26	enemy	enemy	NOUN
cana-802	138	27	will	will	AUX
cana-802	138	28	act	act	VERB
cana-802	138	29	.	.	PUNCT
cana-802	139	1	different	different	ADJ
cana-802	139	2	types	type	NOUN
cana-802	139	3	of	of	ADP
cana-802	139	4	analysis	analysis	NOUN
cana-802	139	5	,	,	PUNCT
cana-802	139	6	like	like	ADP
cana-802	139	7	equilibrium	equilibrium	NOUN
cana-802	139	8	analysis	analysis	NOUN
cana-802	139	9	,	,	PUNCT
cana-802	139	10	optimization	optimization	NOUN
cana-802	139	11	algorithms	algorithm	NOUN
cana-802	139	12	,	,	PUNCT
cana-802	139	13	and	and	CCONJ
cana-802	139	14	modeling	modeling	NOUN
cana-802	139	15	methods	method	NOUN
cana-802	139	16	,	,	PUNCT
cana-802	139	17	can	can	AUX
cana-802	139	18	be	be	AUX
cana-802	139	19	used	use	VERB
cana-802	139	20	to	to	PART
cana-802	139	21	look	look	VERB
cana-802	139	22	at	at	ADP
cana-802	139	23	the	the	DET
cana-802	139	24	strategic	strategic	ADJ
cana-802	139	25	map	map	NOUN
cana-802	139	26	,	,	PUNCT
cana-802	139	27	find	find	VERB
cana-802	139	28	equilibrium	equilibrium	NOUN
cana-802	139	29	results	result	NOUN
cana-802	139	30	,	,	PUNCT
cana-802	139	31	and	and	CCONJ
cana-802	139	32	see	see	VERB
cana-802	139	33	how	how	SCONJ
cana-802	139	34	well	well	ADV
cana-802	139	35	different	different	ADJ
cana-802	139	36	defense	defense	NOUN
cana-802	139	37	tactics	tactic	NOUN
cana-802	139	38	work	work	VERB
cana-802	139	39	in	in	ADP
cana-802	139	40	different	different	ADJ
cana-802	139	41	situations	situation	NOUN
cana-802	139	42	.	.	PUNCT
cana-802	140	1	the	the	DET
cana-802	140	2	model	model	NOUN
cana-802	140	3	gives	give	VERB
cana-802	140	4	a	a	DET
cana-802	140	5	structured	structured	ADJ
cana-802	140	6	way	way	NOUN
cana-802	140	7	to	to	PART
cana-802	140	8	understand	understand	VERB
cana-802	140	9	and	and	CCONJ
cana-802	140	10	reduce	reduce	VERB
cana-802	140	11	cybersecurity	cybersecurity	NOUN
cana-802	140	12	dangers	danger	NOUN
cana-802	140	13	by	by	ADP
cana-802	140	14	formalizing	formalize	VERB
cana-802	140	15	the	the	DET
cana-802	140	16	strategic	strategic	ADJ
cana-802	140	17	exchanges	exchange	NOUN
cana-802	140	18	between	between	ADP
cana-802	140	19	attackers	attacker	NOUN
cana-802	140	20	and	and	CCONJ
cana-802	140	21	defenses	defense	NOUN
cana-802	140	22	within	within	ADP
cana-802	140	23	a	a	DET
cana-802	140	24	game	game	NOUN
cana-802	140	25	-	-	PUNCT
cana-802	140	26	theoretic	theoretic	NOUN
cana-802	140	27	framework	framework	NOUN
cana-802	140	28	.	.	PUNCT
cana-802	141	1	it	it	PRON
cana-802	141	2	lets	let	VERB
cana-802	141	3	everyone	everyone	PRON
cana-802	141	4	involved	involve	VERB
cana-802	141	5	judge	judge	NOUN
cana-802	141	6	how	how	SCONJ
cana-802	141	7	well	well	ADV
cana-802	141	8	defense	defense	NOUN
cana-802	141	9	tactics	tactic	NOUN
cana-802	141	10	are	be	AUX
cana-802	141	11	working	work	VERB
cana-802	141	12	,	,	PUNCT
cana-802	141	13	guess	guess	VERB
cana-802	141	14	how	how	SCONJ
cana-802	141	15	attackers	attacker	NOUN
cana-802	141	16	will	will	AUX
cana-802	141	17	act	act	VERB
cana-802	141	18	,	,	PUNCT
cana-802	141	19	and	and	CCONJ
cana-802	141	20	make	make	VERB
cana-802	141	21	smart	smart	ADJ
cana-802	141	22	choices	choice	NOUN
cana-802	141	23	to	to	PART
cana-802	141	24	improve	improve	VERB
cana-802	141	25	system	system	NOUN
cana-802	141	26	stability	stability	NOUN
cana-802	141	27	and	and	CCONJ
cana-802	141	28	security	security	NOUN
cana-802	141	29	in	in	ADP
cana-802	141	30	the	the	DET
cana-802	141	31	face	face	NOUN
cana-802	141	32	of	of	ADP
cana-802	141	33	changing	change	VERB
cana-802	141	34	threats	threat	NOUN
cana-802	141	35	.	.	PUNCT
cana-802	142	1	3	3	X
cana-802	142	2	.	.	X
cana-802	142	3	integration	integration	NOUN
cana-802	142	4	of	of	ADP
cana-802	142	5	aml	aml	PROPN
cana-802	142	6	techniques	technique	NOUN
cana-802	142	7	:	:	PUNCT
cana-802	142	8	adversarial	adversarial	ADJ
cana-802	142	9	machine	machine	NOUN
cana-802	142	10	learning	learning	NOUN
cana-802	142	11	(	(	PUNCT
cana-802	142	12	aml	aml	PROPN
cana-802	142	13	)	)	PUNCT
cana-802	142	14	methods	method	NOUN
cana-802	142	15	can	can	AUX
cana-802	142	16	be	be	AUX
cana-802	142	17	added	add	VERB
cana-802	142	18	to	to	ADP
cana-802	142	19	the	the	DET
cana-802	142	20	strategy	strategy	NOUN
cana-802	142	21	model	model	NOUN
cana-802	142	22	to	to	PART
cana-802	142	23	make	make	VERB
cana-802	142	24	it	it	PRON
cana-802	142	25	better	well	ADJ
cana-802	142	26	at	at	ADP
cana-802	142	27	simulating	simulate	VERB
cana-802	142	28	actual	actual	ADJ
cana-802	142	29	enemy	enemy	NOUN
cana-802	142	30	behavior	behavior	NOUN
cana-802	142	31	and	and	CCONJ
cana-802	142	32	testing	testing	NOUN
cana-802	142	33	defenses	defense	NOUN
cana-802	142	34	against	against	ADP
cana-802	142	35	aml	aml	PROPN
cana-802	142	36	strikes	strike	NOUN
cana-802	142	37	.	.	PUNCT
cana-802	143	1	aml	aml	NOUN
cana-802	143	2	methods	method	NOUN
cana-802	143	3	,	,	PUNCT
cana-802	143	4	such	such	ADJ
cana-802	143	5	as	as	ADP
cana-802	143	6	escape	escape	NOUN
cana-802	143	7	,	,	PUNCT
cana-802	143	8	poisoning	poisoning	NOUN
cana-802	143	9	,	,	PUNCT
cana-802	143	10	and	and	CCONJ
cana-802	143	11	model	model	NOUN
cana-802	143	12	inversion	inversion	NOUN
cana-802	143	13	attacks	attack	NOUN
cana-802	143	14	,	,	PUNCT
cana-802	143	15	are	be	AUX
cana-802	143	16	used	use	VERB
cana-802	143	17	by	by	ADP
cana-802	143	18	attackers	attacker	NOUN
cana-802	143	19	to	to	PART
cana-802	143	20	change	change	VERB
cana-802	143	21	machine	machine	NOUN
cana-802	143	22	learning	learning	NOUN
cana-802	143	23	systems	system	NOUN
cana-802	143	24	and	and	CCONJ
cana-802	143	25	avoid	avoid	VERB
cana-802	143	26	being	be	AUX
cana-802	143	27	caught	catch	VERB
cana-802	143	28	.	.	PUNCT
cana-802	144	1	adding	add	VERB
cana-802	144	2	these	these	DET
cana-802	144	3	methods	method	NOUN
cana-802	144	4	to	to	ADP
cana-802	144	5	the	the	DET
cana-802	144	6	game	game	NOUN
cana-802	144	7	-	-	PUNCT
cana-802	144	8	theoretic	theoretic	NOUN
cana-802	144	9	framework	framework	NOUN
cana-802	144	10	makes	make	VERB
cana-802	144	11	the	the	DET
cana-802	144	12	communications	communication	NOUN
cana-802	144	13	on	on	ADP
cana-802	144	14	applied	apply	VERB
cana-802	144	15	nonlinear	nonlinear	ADJ
cana-802	144	16	analysis	analysis	NOUN
cana-802	144	17	issn	issn	NOUN
cana-802	144	18	:	:	PUNCT
cana-802	144	19	1074	1074	NUM
cana-802	144	20	-	-	PUNCT
cana-802	144	21	133x	133x	NUM
cana-802	144	22	vol	vol	NOUN
cana-802	144	23	31	31	NUM
cana-802	144	24	no	no	NOUN
cana-802	144	25	.	.	PUNCT
cana-802	145	1	3s	3s	NUM
cana-802	145	2	(	(	PUNCT
cana-802	145	3	2024	2024	NUM
cana-802	145	4	)	)	PUNCT
cana-802	145	5	476	476	NUM
cana-802	145	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-802	145	7	model	model	NOUN
cana-802	145	8	a	a	DET
cana-802	145	9	better	well	ADJ
cana-802	145	10	reflection	reflection	NOUN
cana-802	145	11	of	of	ADP
cana-802	145	12	how	how	SCONJ
cana-802	145	13	defenses	defense	NOUN
cana-802	145	14	and	and	CCONJ
cana-802	145	15	attackers	attacker	NOUN
cana-802	145	16	interact	interact	VERB
cana-802	145	17	in	in	ADP
cana-802	145	18	the	the	DET
cana-802	145	19	real	real	ADJ
cana-802	145	20	world	world	NOUN
cana-802	145	21	of	of	ADP
cana-802	145	22	cybersecurity	cybersecurity	NOUN
cana-802	145	23	.	.	PUNCT
cana-802	146	1	the	the	DET
cana-802	146	2	table	table	NOUN
cana-802	146	3	(	(	PUNCT
cana-802	146	4	2	2	X
cana-802	146	5	)	)	PUNCT
cana-802	146	6	illustrates	illustrate	VERB
cana-802	146	7	the	the	DET
cana-802	146	8	various	various	ADJ
cana-802	146	9	aml	aml	NOUN
cana-802	146	10	techniques	technique	NOUN
cana-802	146	11	which	which	PRON
cana-802	146	12	are	be	AUX
cana-802	146	13	commonly	commonly	ADV
cana-802	146	14	used	use	VERB
cana-802	146	15	.	.	PUNCT
cana-802	147	1	table	table	NOUN
cana-802	147	2	2	2	NUM
cana-802	147	3	:	:	PUNCT
cana-802	147	4	list	list	NOUN
cana-802	147	5	of	of	ADP
cana-802	147	6	various	various	ADJ
cana-802	147	7	aml	aml	PROPN
cana-802	147	8	techniques	technique	NOUN
cana-802	147	9	adversarial	adversarial	ADJ
cana-802	147	10	machine	machine	NOUN
cana-802	147	11	learning	learning	NOUN
cana-802	147	12	technique	technique	NOUN
cana-802	147	13	description	description	NOUN
cana-802	147	14	evasion	evasion	NOUN
cana-802	147	15	attacks	attack	NOUN
cana-802	147	16	evasion	evasion	NOUN
cana-802	147	17	attacks	attack	NOUN
cana-802	147	18	involve	involve	VERB
cana-802	147	19	crafting	craft	VERB
cana-802	147	20	input	input	NOUN
cana-802	147	21	data	datum	NOUN
cana-802	147	22	to	to	PART
cana-802	147	23	deceive	deceive	VERB
cana-802	147	24	machine	machine	NOUN
cana-802	147	25	learning	learning	NOUN
cana-802	147	26	models	model	NOUN
cana-802	147	27	into	into	ADP
cana-802	147	28	making	make	VERB
cana-802	147	29	incorrect	incorrect	ADJ
cana-802	147	30	predictions	prediction	NOUN
cana-802	147	31	or	or	CCONJ
cana-802	147	32	classifications	classification	NOUN
cana-802	147	33	,	,	PUNCT
cana-802	147	34	thereby	thereby	ADV
cana-802	147	35	evading	evade	VERB
cana-802	147	36	detection	detection	NOUN
cana-802	147	37	.	.	PUNCT
cana-802	148	1	poisoning	poisoning	NOUN
cana-802	148	2	attacks	attack	NOUN
cana-802	148	3	poisoning	poisoning	NOUN
cana-802	148	4	attacks	attack	NOUN
cana-802	148	5	aim	aim	VERB
cana-802	148	6	to	to	PART
cana-802	148	7	compromise	compromise	VERB
cana-802	148	8	the	the	DET
cana-802	148	9	integrity	integrity	NOUN
cana-802	148	10	of	of	ADP
cana-802	148	11	the	the	DET
cana-802	148	12	training	training	NOUN
cana-802	148	13	data	datum	NOUN
cana-802	148	14	used	use	VERB
cana-802	148	15	to	to	PART
cana-802	148	16	build	build	VERB
cana-802	148	17	machine	machine	NOUN
cana-802	148	18	learning	learning	NOUN
cana-802	148	19	models	model	NOUN
cana-802	148	20	by	by	ADP
cana-802	148	21	injecting	inject	VERB
cana-802	148	22	malicious	malicious	ADJ
cana-802	148	23	samples	sample	NOUN
cana-802	148	24	or	or	CCONJ
cana-802	148	25	manipulating	manipulate	VERB
cana-802	148	26	existing	exist	VERB
cana-802	148	27	data	datum	NOUN
cana-802	148	28	.	.	PUNCT
cana-802	149	1	model	model	NOUN
cana-802	149	2	inversion	inversion	NOUN
cana-802	149	3	attacks	attack	NOUN
cana-802	149	4	model	model	NOUN
cana-802	149	5	inversion	inversion	NOUN
cana-802	149	6	attacks	attack	NOUN
cana-802	149	7	target	target	VERB
cana-802	149	8	the	the	DET
cana-802	149	9	confidentiality	confidentiality	NOUN
cana-802	149	10	of	of	ADP
cana-802	149	11	machine	machine	NOUN
cana-802	149	12	learning	learning	NOUN
cana-802	149	13	models	model	NOUN
cana-802	149	14	,	,	PUNCT
cana-802	149	15	attempting	attempt	VERB
cana-802	149	16	to	to	PART
cana-802	149	17	extract	extract	VERB
cana-802	149	18	sensitive	sensitive	ADJ
cana-802	149	19	information	information	NOUN
cana-802	149	20	or	or	CCONJ
cana-802	149	21	proprietary	proprietary	ADJ
cana-802	149	22	knowledge	knowledge	NOUN
cana-802	149	23	by	by	ADP
cana-802	149	24	probing	probe	VERB
cana-802	149	25	the	the	DET
cana-802	149	26	model	model	NOUN
cana-802	149	27	[	[	X
cana-802	149	28	24	24	NUM
cana-802	149	29	]	]	PUNCT
cana-802	149	30	.	.	PUNCT
cana-802	150	1	first	first	ADV
cana-802	150	2	,	,	PUNCT
cana-802	150	3	the	the	DET
cana-802	150	4	model	model	NOUN
cana-802	150	5	takes	take	VERB
cana-802	150	6	into	into	ADP
cana-802	150	7	account	account	NOUN
cana-802	150	8	avoidance	avoidance	NOUN
cana-802	150	9	attacks	attack	NOUN
cana-802	150	10	,	,	PUNCT
cana-802	150	11	in	in	ADP
cana-802	150	12	which	which	PRON
cana-802	150	13	attackers	attacker	NOUN
cana-802	150	14	change	change	VERB
cana-802	150	15	raw	raw	ADJ
cana-802	150	16	data	datum	NOUN
cana-802	150	17	to	to	PART
cana-802	150	18	trick	trick	VERB
cana-802	150	19	machine	machine	NOUN
cana-802	150	20	learning	learning	NOUN
cana-802	150	21	models	model	NOUN
cana-802	150	22	into	into	ADP
cana-802	150	23	making	make	VERB
cana-802	150	24	wrong	wrong	ADJ
cana-802	150	25	predictions	prediction	NOUN
cana-802	150	26	or	or	CCONJ
cana-802	150	27	classifications	classification	NOUN
cana-802	150	28	.	.	PUNCT
cana-802	151	1	if	if	SCONJ
cana-802	151	2	you	you	PRON
cana-802	151	3	play	play	VERB
cana-802	151	4	a	a	DET
cana-802	151	5	strategic	strategic	ADJ
cana-802	151	6	game	game	NOUN
cana-802	151	7	,	,	PUNCT
cana-802	151	8	your	your	PRON
cana-802	151	9	opponents	opponent	NOUN
cana-802	151	10	choose	choose	VERB
cana-802	151	11	escape	escape	NOUN
cana-802	151	12	strategies	strategy	NOUN
cana-802	151	13	to	to	PART
cana-802	151	14	get	get	VERB
cana-802	151	15	around	around	ADP
cana-802	151	16	the	the	DET
cana-802	151	17	defenses	defense	NOUN
cana-802	151	18	'	'	PART
cana-802	151	19	tracking	tracking	NOUN
cana-802	151	20	systems	system	NOUN
cana-802	151	21	.	.	PUNCT
cana-802	152	1	to	to	PART
cana-802	152	2	do	do	VERB
cana-802	152	3	this	this	PRON
cana-802	152	4	,	,	PUNCT
cana-802	152	5	you	you	PRON
cana-802	152	6	might	might	AUX
cana-802	152	7	need	need	VERB
cana-802	152	8	to	to	PART
cana-802	152	9	make	make	VERB
cana-802	152	10	hostile	hostile	ADJ
cana-802	152	11	examples	example	NOUN
cana-802	152	12	,	,	PUNCT
cana-802	152	13	which	which	PRON
cana-802	152	14	are	be	AUX
cana-802	152	15	input	input	NOUN
cana-802	152	16	samples	sample	NOUN
cana-802	152	17	that	that	PRON
cana-802	152	18	have	have	AUX
cana-802	152	19	been	be	AUX
cana-802	152	20	changed	change	VERB
cana-802	152	21	and	and	CCONJ
cana-802	152	22	are	be	AUX
cana-802	152	23	meant	mean	VERB
cana-802	152	24	to	to	PART
cana-802	152	25	take	take	VERB
cana-802	152	26	advantage	advantage	NOUN
cana-802	152	27	of	of	ADP
cana-802	152	28	weaknesses	weakness	NOUN
cana-802	152	29	in	in	ADP
cana-802	152	30	the	the	DET
cana-802	152	31	machine	machine	NOUN
cana-802	152	32	learning	learn	VERB
cana-802	152	33	model	model	NOUN
cana-802	152	34	's	's	PART
cana-802	152	35	decision	decision	NOUN
cana-802	152	36	limit	limit	NOUN
cana-802	152	37	.	.	PUNCT
cana-802	153	1	by	by	ADP
cana-802	153	2	including	include	VERB
cana-802	153	3	escape	escape	NOUN
cana-802	153	4	attacks	attack	NOUN
cana-802	153	5	in	in	ADP
cana-802	153	6	the	the	DET
cana-802	153	7	model	model	NOUN
cana-802	153	8	,	,	PUNCT
cana-802	153	9	defenders	defender	NOUN
cana-802	153	10	can	can	AUX
cana-802	153	11	check	check	VERB
cana-802	153	12	how	how	SCONJ
cana-802	153	13	strong	strong	ADJ
cana-802	153	14	their	their	PRON
cana-802	153	15	defenses	defense	NOUN
cana-802	153	16	are	be	AUX
cana-802	153	17	and	and	CCONJ
cana-802	153	18	come	come	VERB
cana-802	153	19	up	up	ADP
cana-802	153	20	with	with	ADP
cana-802	153	21	ways	way	NOUN
cana-802	153	22	to	to	PART
cana-802	153	23	lessen	lessen	VERB
cana-802	153	24	the	the	DET
cana-802	153	25	damage	damage	NOUN
cana-802	153	26	of	of	ADP
cana-802	153	27	these	these	DET
cana-802	153	28	attacks	attack	NOUN
cana-802	153	29	.	.	PUNCT
cana-802	154	1	second	second	ADV
cana-802	154	2	,	,	PUNCT
cana-802	154	3	the	the	DET
cana-802	154	4	model	model	NOUN
cana-802	154	5	takes	take	VERB
cana-802	154	6	into	into	ADP
cana-802	154	7	account	account	NOUN
cana-802	154	8	poisoning	poisoning	NOUN
cana-802	154	9	attacks	attack	NOUN
cana-802	154	10	,	,	PUNCT
cana-802	154	11	in	in	ADP
cana-802	154	12	which	which	PRON
cana-802	154	13	attackers	attacker	NOUN
cana-802	154	14	change	change	VERB
cana-802	154	15	the	the	DET
cana-802	154	16	training	training	NOUN
cana-802	154	17	data	datum	NOUN
cana-802	154	18	that	that	PRON
cana-802	154	19	is	be	AUX
cana-802	154	20	used	use	VERB
cana-802	154	21	to	to	PART
cana-802	154	22	create	create	VERB
cana-802	154	23	machine	machine	NOUN
cana-802	154	24	learning	learning	NOUN
cana-802	154	25	models	model	NOUN
cana-802	154	26	,	,	PUNCT
cana-802	154	27	which	which	PRON
cana-802	154	28	makes	make	VERB
cana-802	154	29	them	they	PRON
cana-802	154	30	less	less	ADV
cana-802	154	31	reliable	reliable	ADJ
cana-802	154	32	and	and	CCONJ
cana-802	154	33	less	less	ADV
cana-802	154	34	useful	useful	ADJ
cana-802	154	35	.	.	PUNCT
cana-802	155	1	attackers	attacker	NOUN
cana-802	155	2	add	add	VERB
cana-802	155	3	bad	bad	ADJ
cana-802	155	4	samples	sample	NOUN
cana-802	155	5	or	or	CCONJ
cana-802	155	6	change	change	VERB
cana-802	155	7	current	current	ADJ
cana-802	155	8	data	datum	NOUN
cana-802	155	9	on	on	ADP
cana-802	155	10	purpose	purpose	NOUN
cana-802	155	11	to	to	PART
cana-802	155	12	skew	skew	VERB
cana-802	155	13	the	the	DET
cana-802	155	14	learning	learning	NOUN
cana-802	155	15	process	process	NOUN
cana-802	155	16	and	and	CCONJ
cana-802	155	17	change	change	VERB
cana-802	155	18	how	how	SCONJ
cana-802	155	19	the	the	DET
cana-802	155	20	model	model	NOUN
cana-802	155	21	acts	act	VERB
cana-802	155	22	.	.	PUNCT
cana-802	156	1	in	in	ADP
cana-802	156	2	a	a	DET
cana-802	156	3	strategy	strategy	NOUN
cana-802	156	4	game	game	NOUN
cana-802	156	5	,	,	PUNCT
cana-802	156	6	the	the	DET
cana-802	156	7	other	other	ADJ
cana-802	156	8	player	player	NOUN
cana-802	156	9	plans	plan	VERB
cana-802	156	10	how	how	SCONJ
cana-802	156	11	to	to	PART
cana-802	156	12	use	use	VERB
cana-802	156	13	their	their	PRON
cana-802	156	14	resources	resource	NOUN
cana-802	156	15	to	to	PART
cana-802	156	16	start	start	VERB
cana-802	156	17	poisoning	poisoning	NOUN
cana-802	156	18	attacks	attack	NOUN
cana-802	156	19	that	that	PRON
cana-802	156	20	are	be	AUX
cana-802	156	21	meant	mean	VERB
cana-802	156	22	to	to	PART
cana-802	156	23	weaken	weaken	VERB
cana-802	156	24	the	the	DET
cana-802	156	25	defender	defender	NOUN
cana-802	156	26	's	's	PART
cana-802	156	27	machine	machine	NOUN
cana-802	156	28	learning	learning	NOUN
cana-802	156	29	-	-	PUNCT
cana-802	156	30	based	base	VERB
cana-802	156	31	defense	defense	NOUN
cana-802	156	32	system	system	NOUN
cana-802	156	33	.	.	PUNCT
cana-802	157	1	defenders	defender	NOUN
cana-802	157	2	must	must	AUX
cana-802	157	3	then	then	ADV
cana-802	157	4	be	be	AUX
cana-802	157	5	ready	ready	ADJ
cana-802	157	6	for	for	ADP
cana-802	157	7	these	these	DET
cana-802	157	8	attacks	attack	NOUN
cana-802	157	9	and	and	CCONJ
cana-802	157	10	be	be	AUX
cana-802	157	11	ready	ready	ADJ
cana-802	157	12	to	to	PART
cana-802	157	13	defend	defend	VERB
cana-802	157	14	against	against	ADP
cana-802	157	15	them	they	PRON
cana-802	157	16	by	by	ADP
cana-802	157	17	using	use	VERB
cana-802	157	18	data	datum	NOUN
cana-802	157	19	validation	validation	NOUN
cana-802	157	20	techniques	technique	NOUN
cana-802	157	21	,	,	PUNCT
cana-802	157	22	anomaly	anomaly	NOUN
cana-802	157	23	detection	detection	NOUN
cana-802	157	24	algorithms	algorithm	NOUN
cana-802	157	25	,	,	PUNCT
cana-802	157	26	or	or	CCONJ
cana-802	157	27	strong	strong	ADJ
cana-802	157	28	training	training	NOUN
cana-802	157	29	strategies	strategy	NOUN
cana-802	157	30	to	to	PART
cana-802	157	31	stop	stop	VERB
cana-802	157	32	the	the	DET
cana-802	157	33	effects	effect	NOUN
cana-802	157	34	of	of	ADP
cana-802	157	35	poisoned	poison	VERB
cana-802	157	36	data	datum	NOUN
cana-802	157	37	on	on	ADP
cana-802	157	38	model	model	NOUN
cana-802	157	39	performance	performance	NOUN
cana-802	157	40	.	.	PUNCT
cana-802	158	1	model	model	NOUN
cana-802	158	2	inversion	inversion	NOUN
cana-802	158	3	attacks	attack	NOUN
cana-802	158	4	use	use	VERB
cana-802	158	5	the	the	DET
cana-802	158	6	fact	fact	NOUN
cana-802	158	7	that	that	SCONJ
cana-802	158	8	machine	machine	NOUN
cana-802	158	9	learning	learning	NOUN
cana-802	158	10	models	model	NOUN
cana-802	158	11	are	be	AUX
cana-802	158	12	transparent	transparent	ADJ
cana-802	158	13	to	to	PART
cana-802	158	14	get	get	VERB
cana-802	158	15	private	private	ADJ
cana-802	158	16	information	information	NOUN
cana-802	158	17	or	or	CCONJ
cana-802	158	18	secret	secret	ADJ
cana-802	158	19	knowledge	knowledge	NOUN
cana-802	158	20	.	.	PUNCT
cana-802	159	1	the	the	DET
cana-802	159	2	model	model	NOUN
cana-802	159	3	includes	include	VERB
cana-802	159	4	these	these	DET
cana-802	159	5	attacks	attack	NOUN
cana-802	159	6	.	.	PUNCT
cana-802	160	1	attackers	attacker	NOUN
cana-802	160	2	use	use	VERB
cana-802	160	3	planned	plan	VERB
cana-802	160	4	questions	question	NOUN
cana-802	160	5	to	to	PART
cana-802	160	6	poke	poke	VERB
cana-802	160	7	holes	hole	NOUN
cana-802	160	8	in	in	ADP
cana-802	160	9	the	the	DET
cana-802	160	10	model	model	NOUN
cana-802	160	11	and	and	CCONJ
cana-802	160	12	look	look	VERB
cana-802	160	13	at	at	ADP
cana-802	160	14	its	its	PRON
cana-802	160	15	answers	answer	NOUN
cana-802	160	16	to	to	PART
cana-802	160	17	figure	figure	VERB
cana-802	160	18	out	out	ADP
cana-802	160	19	private	private	ADJ
cana-802	160	20	details	detail	NOUN
cana-802	160	21	about	about	ADP
cana-802	160	22	the	the	DET
cana-802	160	23	data	datum	NOUN
cana-802	160	24	or	or	CCONJ
cana-802	160	25	decision	decision	NOUN
cana-802	160	26	-	-	PUNCT
cana-802	160	27	making	make	VERB
cana-802	160	28	process	process	NOUN
cana-802	160	29	underneath	underneath	ADV
cana-802	160	30	.	.	PUNCT
cana-802	161	1	in	in	ADP
cana-802	161	2	a	a	DET
cana-802	161	3	strategic	strategic	ADJ
cana-802	161	4	game	game	NOUN
cana-802	161	5	,	,	PUNCT
cana-802	161	6	attackers	attacker	NOUN
cana-802	161	7	choose	choose	VERB
cana-802	161	8	inversion	inversion	NOUN
cana-802	161	9	strategies	strategy	NOUN
cana-802	161	10	that	that	PRON
cana-802	161	11	will	will	AUX
cana-802	161	12	get	get	VERB
cana-802	161	13	them	they	PRON
cana-802	161	14	the	the	DET
cana-802	161	15	most	most	ADV
cana-802	161	16	useful	useful	ADJ
cana-802	161	17	information	information	NOUN
cana-802	161	18	while	while	SCONJ
cana-802	161	19	also	also	ADV
cana-802	161	20	making	make	VERB
cana-802	161	21	it	it	PRON
cana-802	161	22	less	less	ADV
cana-802	161	23	likely	likely	ADJ
cana-802	161	24	that	that	SCONJ
cana-802	161	25	defenses	defense	NOUN
cana-802	161	26	will	will	AUX
cana-802	161	27	find	find	VERB
cana-802	161	28	them	they	PRON
cana-802	161	29	.	.	PUNCT
cana-802	162	1	in	in	ADP
cana-802	162	2	order	order	NOUN
cana-802	162	3	to	to	PART
cana-802	162	4	protect	protect	VERB
cana-802	162	5	private	private	ADJ
cana-802	162	6	information	information	NOUN
cana-802	162	7	and	and	CCONJ
cana-802	162	8	make	make	VERB
cana-802	162	9	model	model	NOUN
cana-802	162	10	inversion	inversion	NOUN
cana-802	162	11	attacks	attack	NOUN
cana-802	162	12	less	less	ADV
cana-802	162	13	effective	effective	ADJ
cana-802	162	14	,	,	PUNCT
cana-802	162	15	defenders	defender	NOUN
cana-802	162	16	may	may	AUX
cana-802	162	17	use	use	VERB
cana-802	162	18	methods	method	NOUN
cana-802	162	19	like	like	ADP
cana-802	162	20	differential	differential	NOUN
cana-802	162	21	privacy	privacy	NOUN
cana-802	162	22	,	,	PUNCT
cana-802	162	23	model	model	NOUN
cana-802	162	24	deception	deception	NOUN
cana-802	162	25	,	,	PUNCT
cana-802	162	26	or	or	CCONJ
cana-802	162	27	input	input	NOUN
cana-802	162	28	modification	modification	NOUN
cana-802	162	29	.	.	PUNCT
cana-802	163	1	communications	communication	NOUN
cana-802	163	2	on	on	ADP
cana-802	163	3	applied	apply	VERB
cana-802	163	4	nonlinear	nonlinear	ADJ
cana-802	163	5	analysis	analysis	NOUN
cana-802	163	6	issn	issn	NOUN
cana-802	163	7	:	:	PUNCT
cana-802	163	8	1074	1074	NUM
cana-802	163	9	-	-	PUNCT
cana-802	163	10	133x	133x	NUM
cana-802	163	11	vol	vol	NOUN
cana-802	163	12	31	31	NUM
cana-802	163	13	no	no	NOUN
cana-802	163	14	.	.	PUNCT
cana-802	164	1	3s	3s	NUM
cana-802	164	2	(	(	PUNCT
cana-802	164	3	2024	2024	NUM
cana-802	164	4	)	)	PUNCT
cana-802	164	5	477	477	NUM
cana-802	164	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-802	164	7	figure	figure	NOUN
cana-802	164	8	2	2	NUM
cana-802	164	9	:	:	PUNCT
cana-802	164	10	proposed	propose	VERB
cana-802	164	11	adversarial	adversarial	ADJ
cana-802	164	12	machine	machine	NOUN
cana-802	164	13	learning	learn	VERB
cana-802	164	14	techniques	technique	NOUN
cana-802	164	15	methodology	methodology	NOUN
cana-802	164	16	by	by	ADP
cana-802	164	17	adding	add	VERB
cana-802	164	18	aml	aml	PROPN
cana-802	164	19	methods	method	NOUN
cana-802	164	20	to	to	ADP
cana-802	164	21	the	the	DET
cana-802	164	22	game	game	NOUN
cana-802	164	23	-	-	PUNCT
cana-802	164	24	theory	theory	NOUN
cana-802	164	25	framework	framework	NOUN
cana-802	164	26	,	,	PUNCT
cana-802	164	27	the	the	DET
cana-802	164	28	model	model	NOUN
cana-802	164	29	helps	help	VERB
cana-802	164	30	defenders	defender	NOUN
cana-802	164	31	figure	figure	VERB
cana-802	164	32	out	out	ADP
cana-802	164	33	which	which	PRON
cana-802	164	34	defense	defense	NOUN
cana-802	164	35	mechanisms	mechanism	NOUN
cana-802	164	36	work	work	VERB
cana-802	164	37	best	well	ADV
cana-802	164	38	against	against	ADP
cana-802	164	39	different	different	ADJ
cana-802	164	40	kinds	kind	NOUN
cana-802	164	41	of	of	ADP
cana-802	164	42	hostile	hostile	ADJ
cana-802	164	43	attacks	attack	NOUN
cana-802	164	44	and	and	CCONJ
cana-802	164	45	what	what	PRON
cana-802	164	46	the	the	DET
cana-802	164	47	best	good	ADJ
cana-802	164	48	tactics	tactic	NOUN
cana-802	164	49	are	be	AUX
cana-802	164	50	for	for	ADP
cana-802	164	51	making	make	VERB
cana-802	164	52	the	the	DET
cana-802	164	53	system	system	NOUN
cana-802	164	54	more	more	ADV
cana-802	164	55	resilient	resilient	ADJ
cana-802	164	56	.	.	PUNCT
cana-802	165	1	defenders	defender	NOUN
cana-802	165	2	can	can	AUX
cana-802	165	3	figure	figure	VERB
cana-802	165	4	out	out	ADP
cana-802	165	5	how	how	SCONJ
cana-802	165	6	aml	aml	NOUN
cana-802	165	7	attacks	attack	NOUN
cana-802	165	8	affect	affect	VERB
cana-802	165	9	system	system	NOUN
cana-802	165	10	security	security	NOUN
cana-802	165	11	,	,	PUNCT
cana-802	165	12	how	how	SCONJ
cana-802	165	13	big	big	ADJ
cana-802	165	14	the	the	DET
cana-802	165	15	risks	risk	NOUN
cana-802	165	16	are	be	AUX
cana-802	165	17	,	,	PUNCT
cana-802	165	18	and	and	CCONJ
cana-802	165	19	how	how	SCONJ
cana-802	165	20	to	to	PART
cana-802	165	21	prioritize	prioritize	VERB
cana-802	165	22	defense	defense	NOUN
cana-802	165	23	measures	measure	NOUN
cana-802	165	24	by	by	ADP
cana-802	165	25	simulating	simulate	VERB
cana-802	165	26	and	and	CCONJ
cana-802	165	27	analyzing	analyze	VERB
cana-802	165	28	the	the	DET
cana-802	165	29	attacks	attack	NOUN
cana-802	165	30	.	.	PUNCT
cana-802	166	1	te	te	PART
cana-802	166	2	figure	figure	NOUN
cana-802	166	3	2	2	NUM
cana-802	166	4	,	,	PUNCT
cana-802	166	5	represents	represent	VERB
cana-802	166	6	the	the	DET
cana-802	166	7	model	model	NOUN
cana-802	166	8	makes	make	VERB
cana-802	166	9	which	which	PRON
cana-802	166	10	it	it	PRON
cana-802	166	11	easier	easy	ADJ
cana-802	166	12	to	to	PART
cana-802	166	13	test	test	VERB
cana-802	166	14	defensive	defensive	ADJ
cana-802	166	15	tactics	tactic	NOUN
cana-802	166	16	that	that	PRON
cana-802	166	17	can	can	AUX
cana-802	166	18	change	change	VERB
cana-802	166	19	to	to	ADP
cana-802	166	20	changing	change	VERB
cana-802	166	21	aml	aml	NOUN
cana-802	166	22	risks	risk	NOUN
cana-802	166	23	.	.	PUNCT
cana-802	167	1	this	this	PRON
cana-802	167	2	makes	make	VERB
cana-802	167	3	it	it	PRON
cana-802	167	4	easier	easy	ADJ
cana-802	167	5	for	for	SCONJ
cana-802	167	6	the	the	DET
cana-802	167	7	attacker	attacker	NOUN
cana-802	167	8	to	to	PART
cana-802	167	9	spot	spot	VERB
cana-802	167	10	and	and	CCONJ
cana-802	167	11	stop	stop	VERB
cana-802	167	12	hostile	hostile	ADJ
cana-802	167	13	behavior	behavior	NOUN
cana-802	167	14	in	in	ADP
cana-802	167	15	real	real	ADJ
cana-802	167	16	time	time	NOUN
cana-802	167	17	.	.	PUNCT
cana-802	168	1	adding	add	VERB
cana-802	168	2	aml	aml	PROPN
cana-802	168	3	methods	method	NOUN
cana-802	168	4	to	to	ADP
cana-802	168	5	the	the	DET
cana-802	168	6	strategic	strategic	ADJ
cana-802	168	7	model	model	NOUN
cana-802	168	8	gives	give	VERB
cana-802	168	9	us	we	PRON
cana-802	168	10	a	a	DET
cana-802	168	11	more	more	ADV
cana-802	168	12	complete	complete	ADJ
cana-802	168	13	way	way	NOUN
cana-802	168	14	to	to	PART
cana-802	168	15	look	look	VERB
cana-802	168	16	at	at	ADP
cana-802	168	17	how	how	SCONJ
cana-802	168	18	defense	defense	NOUN
cana-802	168	19	strategies	strategy	NOUN
cana-802	168	20	interact	interact	VERB
cana-802	168	21	with	with	ADP
cana-802	168	22	each	each	DET
cana-802	168	23	other	other	ADJ
cana-802	168	24	.	.	PUNCT
cana-802	169	1	defenders	defender	NOUN
cana-802	169	2	can	can	AUX
cana-802	169	3	better	well	ADV
cana-802	169	4	understand	understand	VERB
cana-802	169	5	how	how	SCONJ
cana-802	169	6	cybersecurity	cybersecurity	NOUN
cana-802	169	7	works	work	VERB
cana-802	169	8	and	and	CCONJ
cana-802	169	9	make	make	VERB
cana-802	169	10	stronger	strong	ADJ
cana-802	169	11	defenses	defense	NOUN
cana-802	169	12	against	against	ADP
cana-802	169	13	aml	aml	NOUN
cana-802	169	14	attacks	attack	NOUN
cana-802	169	15	by	by	ADP
cana-802	169	16	using	use	VERB
cana-802	169	17	game	game	NOUN
cana-802	169	18	theory	theory	NOUN
cana-802	169	19	to	to	PART
cana-802	169	20	look	look	VERB
cana-802	169	21	at	at	ADP
cana-802	169	22	the	the	DET
cana-802	169	23	tools	tool	NOUN
cana-802	169	24	and	and	CCONJ
cana-802	169	25	methods	method	NOUN
cana-802	169	26	that	that	PRON
cana-802	169	27	attackers	attacker	NOUN
cana-802	169	28	use	use	VERB
cana-802	169	29	.	.	PUNCT
cana-802	170	1	integration	integration	NOUN
cana-802	170	2	of	of	ADP
cana-802	170	3	adversarial	adversarial	ADJ
cana-802	170	4	machine	machine	NOUN
cana-802	170	5	learning	learn	VERB
cana-802	170	6	techniques	technique	NOUN
cana-802	170	7	algorithm	algorithm	NOUN
cana-802	170	8	is	be	AUX
cana-802	170	9	as	as	SCONJ
cana-802	170	10	follows	follow	VERB
cana-802	170	11	step	step	NOUN
cana-802	170	12	1	1	NUM
cana-802	170	13	:	:	PUNCT
cana-802	170	14	select	select	ADJ
cana-802	170	15	base	base	NOUN
cana-802	170	16	machine	machine	NOUN
cana-802	170	17	learning	learning	NOUN
cana-802	170	18	model	model	NOUN
cana-802	170	19	:	:	PUNCT
cana-802	170	20	choose	choose	VERB
cana-802	170	21	a	a	DET
cana-802	170	22	base	base	ADJ
cana-802	170	23	machine	machine	NOUN
cana-802	170	24	learning	learning	NOUN
cana-802	170	25	model	model	NOUN
cana-802	170	26	m	m	VERB
cana-802	170	27	suitable	suitable	ADJ
cana-802	170	28	for	for	ADP
cana-802	170	29	the	the	DET
cana-802	170	30	cybersecurity	cybersecurity	NOUN
cana-802	170	31	task	task	NOUN
cana-802	170	32	at	at	ADP
cana-802	170	33	hand	hand	NOUN
cana-802	170	34	.	.	PUNCT
cana-802	171	1	step	step	NOUN
cana-802	171	2	2	2	NUM
cana-802	171	3	:	:	PUNCT
cana-802	171	4	generate	generate	VERB
cana-802	171	5	adversarial	adversarial	ADJ
cana-802	171	6	samples	sample	NOUN
cana-802	171	7	:	:	PUNCT
cana-802	171	8	for	for	ADP
cana-802	171	9	evasion	evasion	NOUN
cana-802	171	10	attacks	attack	NOUN
cana-802	171	11	:	:	PUNCT
cana-802	171	12	craft	craft	VERB
cana-802	171	13	adversarial	adversarial	ADJ
cana-802	171	14	examples	example	NOUN
cana-802	171	15	xadv	xadv	VERB
cana-802	171	16	using	use	VERB
cana-802	171	17	a	a	DET
cana-802	171	18	perturbation	perturbation	NOUN
cana-802	171	19	δ	δ	NOUN
cana-802	171	20	that	that	PRON
cana-802	171	21	maximizes	maximize	VERB
cana-802	171	22	the	the	DET
cana-802	171	23	model	model	NOUN
cana-802	171	24	's	's	PART
cana-802	171	25	loss	loss	NOUN
cana-802	171	26	function	function	NOUN
cana-802	171	27	:	:	PUNCT
cana-802	171	28	xadv	xadv	X
cana-802	172	1	=	=	PUNCT
cana-802	173	1	x	x	PUNCT
cana-802	174	1	+	+	NUM
cana-802	174	2	δ	δ	NOUN
cana-802	174	3	……	……	NOUN
cana-802	174	4	……	……	NOUN
cana-802	174	5	(	(	PUNCT
cana-802	174	6	1	1	NUM
cana-802	174	7	)	)	PUNCT
cana-802	174	8	for	for	ADP
cana-802	174	9	poisoning	poisoning	NOUN
cana-802	174	10	attacks	attack	NOUN
cana-802	174	11	:	:	PUNCT
cana-802	174	12	manipulate	manipulate	VERB
cana-802	174	13	the	the	DET
cana-802	174	14	training	training	NOUN
cana-802	174	15	data	datum	NOUN
cana-802	174	16	d	d	NOUN
cana-802	174	17	to	to	PART
cana-802	174	18	include	include	VERB
cana-802	174	19	malicious	malicious	ADJ
cana-802	174	20	samples	sample	NOUN
cana-802	174	21	x_mal	x_mal	NUM
cana-802	174	22	:	:	PUNCT
cana-802	174	23	dpoisoned	dpoisone	VERB
cana-802	174	24	=	=	PUNCT
cana-802	174	25	d	d	X
cana-802	174	26	∪	∪	X
cana-802	174	27	xmal	xmal	ADJ
cana-802	174	28	…	…	PUNCT
cana-802	174	29	…	…	PUNCT
cana-802	174	30	…	…	PUNCT
cana-802	174	31	…	…	PUNCT
cana-802	174	32	(	(	PUNCT
cana-802	174	33	2	2	NUM
cana-802	174	34	)	)	PUNCT
cana-802	174	35	for	for	ADP
cana-802	174	36	model	model	NOUN
cana-802	174	37	inversion	inversion	NOUN
cana-802	174	38	attacks	attack	NOUN
cana-802	174	39	:	:	PUNCT
cana-802	174	40	probe	probe	VERB
cana-802	174	41	the	the	DET
cana-802	174	42	model	model	NOUN
cana-802	174	43	m	m	VERB
cana-802	174	44	with	with	ADP
cana-802	174	45	queries	query	NOUN
cana-802	174	46	q	q	PUNCT
cana-802	174	47	and	and	CCONJ
cana-802	174	48	analyze	analyze	VERB
cana-802	174	49	its	its	PRON
cana-802	174	50	responses	response	NOUN
cana-802	174	51	r	r	NOUN
cana-802	174	52	to	to	PART
cana-802	174	53	infer	infer	VERB
cana-802	174	54	sensitive	sensitive	ADJ
cana-802	174	55	information	information	NOUN
cana-802	174	56	:	:	PUNCT
cana-802	174	57	communications	communication	NOUN
cana-802	174	58	on	on	ADP
cana-802	174	59	applied	apply	VERB
cana-802	174	60	nonlinear	nonlinear	ADJ
cana-802	174	61	analysis	analysis	NOUN
cana-802	174	62	issn	issn	NOUN
cana-802	174	63	:	:	PUNCT
cana-802	174	64	1074	1074	NUM
cana-802	174	65	-	-	PUNCT
cana-802	174	66	133x	133x	NUM
cana-802	174	67	vol	vol	NOUN
cana-802	174	68	31	31	NUM
cana-802	174	69	no	no	NOUN
cana-802	174	70	.	.	PUNCT
cana-802	175	1	3s	3s	NUM
cana-802	175	2	(	(	PUNCT
cana-802	175	3	2024	2024	NUM
cana-802	175	4	)	)	PUNCT
cana-802	175	5	478	478	NUM
cana-802	175	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-802	175	7	r	r	NOUN
cana-802	175	8	=	=	SYM
cana-802	175	9	m(q)	m(q)	PROPN
cana-802	175	10	…	…	SYM
cana-802	175	11	…	…	PUNCT
cana-802	175	12	…	…	SYM
cana-802	175	13	.(3	.(3	NOUN
cana-802	175	14	)	)	PUNCT
cana-802	175	15	step	step	NOUN
cana-802	175	16	3	3	NUM
cana-802	175	17	:	:	PUNCT
cana-802	175	18	augment	augment	VERB
cana-802	175	19	training	training	NOUN
cana-802	175	20	data	datum	NOUN
cana-802	175	21	:	:	PUNCT
cana-802	175	22	incorporate	incorporate	VERB
cana-802	175	23	adversarial	adversarial	ADJ
cana-802	175	24	examples	example	NOUN
cana-802	175	25	x_adv	x_adv	X
cana-802	175	26	into	into	ADP
cana-802	175	27	the	the	DET
cana-802	175	28	training	training	NOUN
cana-802	175	29	data	datum	NOUN
cana-802	176	1	d	d	NOUN
cana-802	176	2	:	:	PUNCT
cana-802	176	3	daugmented	daugmente	VERB
cana-802	176	4	=	=	SYM
cana-802	176	5	d	d	X
cana-802	176	6	∪	∪	X
cana-802	176	7	xadv	xadv	NOUN
cana-802	176	8	…	…	SYM
cana-802	176	9	…	…	PUNCT
cana-802	176	10	…	…	PUNCT
cana-802	176	11	…	…	PUNCT
cana-802	176	12	…	…	PUNCT
cana-802	176	13	…	…	PUNCT
cana-802	176	14	..	..	PUNCT
cana-802	176	15	(4	(4	NOUN
cana-802	176	16	)	)	PUNCT
cana-802	176	17	apply	apply	VERB
cana-802	176	18	data	data	NOUN
cana-802	176	19	sanitization	sanitization	NOUN
cana-802	176	20	techniques	technique	NOUN
cana-802	176	21	to	to	PART
cana-802	176	22	identify	identify	VERB
cana-802	176	23	and	and	CCONJ
cana-802	176	24	remove	remove	VERB
cana-802	176	25	poisoned	poison	VERB
cana-802	176	26	samples	sample	NOUN
cana-802	176	27	from	from	ADP
cana-802	176	28	the	the	DET
cana-802	176	29	training	training	NOUN
cana-802	176	30	data	datum	NOUN
cana-802	176	31	.	.	PUNCT
cana-802	177	1	step	step	NOUN
cana-802	177	2	4	4	NUM
cana-802	177	3	:	:	PUNCT
cana-802	177	4	adaptive	adaptive	ADJ
cana-802	177	5	training	training	NOUN
cana-802	177	6	:	:	PUNCT
cana-802	177	7	train	train	VERB
cana-802	177	8	the	the	DET
cana-802	177	9	model	model	NOUN
cana-802	177	10	m	m	AUX
cana-802	177	11	using	use	VERB
cana-802	177	12	a	a	DET
cana-802	177	13	combination	combination	NOUN
cana-802	177	14	of	of	ADP
cana-802	177	15	clean	clean	ADJ
cana-802	177	16	and	and	CCONJ
cana-802	177	17	adversarial	adversarial	ADJ
cana-802	177	18	examples	example	NOUN
cana-802	177	19	:	:	PUNCT
cana-802	177	20	θ	θ	NOUN
cana-802	177	21	∗	∗	NOUN
cana-802	177	22	=	=	SYM
cana-802	177	23	argminθ	argminθ	NOUN
cana-802	177	24	∑	∑	PUNCT
cana-802	177	25	x	x	X
cana-802	177	26	,	,	PUNCT
cana-802	177	27	y	y	PROPN
cana-802	177	28	𝑗=	𝑗=	NOUN
cana-802	177	29	∈	∈	PROPN
cana-802	177	30	daugmentedl(m(x	daugmentedl(m(x	PROPN
cana-802	177	31	;	;	PUNCT
cana-802	177	32	θ	θ	X
cana-802	177	33	)	)	PUNCT
cana-802	177	34	,	,	PUNCT
cana-802	177	35	y	y	PROPN
cana-802	177	36	)	)	PUNCT
cana-802	177	37	…	…	PUNCT
cana-802	177	38	…	…	PUNCT
cana-802	177	39	…	…	PUNCT
cana-802	177	40	…	…	PUNCT
cana-802	177	41	…	…	PUNCT
cana-802	177	42	.	.	PUNCT
cana-802	178	1	(	(	PUNCT
cana-802	178	2	5	5	NUM
cana-802	178	3	)	)	PUNCT
cana-802	178	4	where	where	SCONJ
cana-802	178	5	θ	θ	PROPN
cana-802	178	6	represents	represent	VERB
cana-802	178	7	the	the	DET
cana-802	178	8	model	model	NOUN
cana-802	178	9	parameters	parameter	NOUN
cana-802	178	10	and	and	CCONJ
cana-802	178	11	l	l	NOUN
cana-802	178	12	is	be	AUX
cana-802	178	13	the	the	DET
cana-802	178	14	loss	loss	NOUN
cana-802	178	15	function	function	NOUN
cana-802	178	16	.	.	PUNCT
cana-802	179	1	step	step	NOUN
cana-802	179	2	5	5	NUM
cana-802	179	3	:	:	PUNCT
cana-802	179	4	ensemble	ensemble	ADJ
cana-802	179	5	methods	method	NOUN
cana-802	179	6	:	:	PUNCT
cana-802	179	7	employ	employ	VERB
cana-802	179	8	ensemble	ensemble	ADJ
cana-802	179	9	methods	method	NOUN
cana-802	179	10	to	to	PART
cana-802	179	11	combine	combine	VERB
cana-802	179	12	multiple	multiple	ADJ
cana-802	179	13	models	model	NOUN
cana-802	179	14	m_1	m_1	PROPN
cana-802	179	15	,	,	PUNCT
cana-802	179	16	m_2	m_2	PROPN
cana-802	179	17	,	,	PUNCT
cana-802	179	18	...	...	PUNCT
cana-802	179	19	,	,	PUNCT
cana-802	179	20	m_n	m_n	NUM
cana-802	179	21	:	:	PUNCT
cana-802	179	22	mensemble(x	mensemble(x	NOUN
cana-802	179	23	)	)	PUNCT
cana-802	179	24	=	=	PUNCT
cana-802	179	25	(	(	PUNCT
cana-802	179	26	1	1	NUM
cana-802	179	27	n	n	NOUN
cana-802	179	28	)	)	PUNCT
cana-802	179	29	∑	∑	ADP
cana-802	179	30	mi(x	mi(x	NUM
cana-802	179	31	)	)	PUNCT
cana-802	179	32	n	n	CCONJ
cana-802	179	33	i=1	i=1	PROPN
cana-802	179	34	…	…	PUNCT
cana-802	179	35	…	…	SYM
cana-802	179	36	……	……	X
cana-802	179	37	(	(	PUNCT
cana-802	179	38	6	6	NUM
cana-802	179	39	)	)	PUNCT
cana-802	179	40	step	step	NOUN
cana-802	179	41	6	6	NUM
cana-802	179	42	:	:	PUNCT
cana-802	179	43	defense	defense	NOUN
cana-802	179	44	mechanism	mechanism	NOUN
cana-802	179	45	monitoring	monitoring	NOUN
cana-802	179	46	:	:	PUNCT
cana-802	179	47	implement	implement	VERB
cana-802	179	48	real	real	ADJ
cana-802	179	49	-	-	PUNCT
cana-802	179	50	time	time	NOUN
cana-802	179	51	monitoring	monitoring	NOUN
cana-802	179	52	mechanisms	mechanism	NOUN
cana-802	179	53	to	to	PART
cana-802	179	54	detect	detect	VERB
cana-802	179	55	adversarial	adversarial	ADJ
cana-802	179	56	attacks	attack	NOUN
cana-802	179	57	during	during	ADP
cana-802	179	58	model	model	NOUN
cana-802	179	59	deployment	deployment	NOUN
cana-802	179	60	:	:	PUNCT
cana-802	179	61	anomaly	anomaly	PROPN
cana-802	179	62	score(x	score(x	PROPN
cana-802	179	63	)	)	PUNCT
cana-802	179	64	=	=	PUNCT
cana-802	180	1	(	(	PUNCT
cana-802	180	2	1	1	NUM
cana-802	180	3	n	n	NOUN
cana-802	180	4	)	)	PUNCT
cana-802	180	5	∑	∑	PUNCT
cana-802	180	6	||x	||x	NOUN
cana-802	180	7	−	−	NOUN
cana-802	180	8	mi(x)||n	mi(x)||n	NOUN
cana-802	180	9	i=1	i=1	PRON
cana-802	180	10	…	…	PUNCT
cana-802	180	11	…	…	PUNCT
cana-802	180	12	…	…	SYM
cana-802	180	13	……	……	NOUN
cana-802	180	14	.	.	PUNCT
cana-802	181	1	(	(	PUNCT
cana-802	181	2	7	7	X
cana-802	181	3	)	)	PUNCT
cana-802	181	4	step	step	NOUN
cana-802	181	5	7	7	NUM
cana-802	181	6	:	:	PUNCT
cana-802	181	7	adaptive	adaptive	ADJ
cana-802	181	8	defense	defense	NOUN
cana-802	181	9	strategies	strategy	NOUN
cana-802	181	10	:	:	PUNCT
cana-802	181	11	adaptive	adaptive	ADJ
cana-802	181	12	defense	defense	NOUN
cana-802	181	13	strategies	strategy	NOUN
cana-802	181	14	that	that	PRON
cana-802	181	15	dynamically	dynamically	ADV
cana-802	181	16	adjust	adjust	VERB
cana-802	181	17	based	base	VERB
cana-802	181	18	on	on	ADP
cana-802	181	19	the	the	DET
cana-802	181	20	perceived	perceive	VERB
cana-802	181	21	threat	threat	NOUN
cana-802	181	22	level	level	NOUN
cana-802	181	23	or	or	CCONJ
cana-802	181	24	the	the	DET
cana-802	181	25	presence	presence	NOUN
cana-802	181	26	of	of	ADP
cana-802	181	27	adversarial	adversarial	ADJ
cana-802	181	28	attacks	attack	NOUN
cana-802	181	29	.	.	PUNCT
cana-802	182	1	4	4	X
cana-802	182	2	.	.	NOUN
cana-802	182	3	result	result	NOUN
cana-802	182	4	and	and	CCONJ
cana-802	182	5	discussion	discussion	VERB
cana-802	182	6	an	an	DET
cana-802	182	7	evaluation	evaluation	NOUN
cana-802	182	8	of	of	ADP
cana-802	182	9	the	the	DET
cana-802	182	10	relative	relative	ADJ
cana-802	182	11	strengths	strength	NOUN
cana-802	182	12	and	and	CCONJ
cana-802	182	13	weaknesses	weakness	NOUN
cana-802	182	14	of	of	ADP
cana-802	182	15	various	various	ADJ
cana-802	182	16	defense	defense	NOUN
cana-802	182	17	strategies	strategy	NOUN
cana-802	182	18	and	and	CCONJ
cana-802	182	19	systems	system	NOUN
cana-802	182	20	against	against	ADP
cana-802	182	21	hostile	hostile	ADJ
cana-802	182	22	machine	machine	NOUN
cana-802	182	23	learning	learning	NOUN
cana-802	182	24	(	(	PUNCT
cana-802	182	25	aml	aml	NOUN
cana-802	182	26	)	)	PUNCT
cana-802	182	27	attacks	attack	NOUN
cana-802	182	28	in	in	ADP
cana-802	182	29	the	the	DET
cana-802	182	30	cybersecurity	cybersecurity	NOUN
cana-802	182	31	field	field	NOUN
cana-802	182	32	is	be	AUX
cana-802	182	33	shown	show	VERB
cana-802	182	34	in	in	ADP
cana-802	182	35	table	table	NOUN
cana-802	182	36	3	3	NUM
cana-802	182	37	.	.	PUNCT
cana-802	182	38	three	three	NUM
cana-802	182	39	main	main	ADJ
cana-802	182	40	measures	measure	NOUN
cana-802	182	41	are	be	AUX
cana-802	182	42	used	use	VERB
cana-802	182	43	to	to	PART
cana-802	182	44	judge	judge	VERB
cana-802	182	45	each	each	DET
cana-802	182	46	security	security	NOUN
cana-802	182	47	strategy	strategy	NOUN
cana-802	182	48	:	:	PUNCT
cana-802	182	49	the	the	DET
cana-802	182	50	success	success	NOUN
cana-802	182	51	rate	rate	NOUN
cana-802	182	52	of	of	ADP
cana-802	182	53	escape	escape	NOUN
cana-802	182	54	attacks	attack	NOUN
cana-802	182	55	,	,	PUNCT
cana-802	182	56	the	the	DET
cana-802	182	57	success	success	NOUN
cana-802	182	58	rate	rate	NOUN
cana-802	182	59	of	of	ADP
cana-802	182	60	poisoning	poisoning	NOUN
cana-802	182	61	attacks	attack	NOUN
cana-802	182	62	,	,	PUNCT
cana-802	182	63	and	and	CCONJ
cana-802	182	64	the	the	DET
cana-802	182	65	success	success	NOUN
cana-802	182	66	rate	rate	NOUN
cana-802	182	67	of	of	ADP
cana-802	182	68	model	model	NOUN
cana-802	182	69	reversal	reversal	NOUN
cana-802	182	70	attacks	attack	NOUN
cana-802	182	71	.	.	PUNCT
cana-802	183	1	to	to	PART
cana-802	183	2	get	get	VERB
cana-802	183	3	a	a	DET
cana-802	183	4	full	full	ADJ
cana-802	183	5	picture	picture	NOUN
cana-802	183	6	of	of	ADP
cana-802	183	7	how	how	SCONJ
cana-802	183	8	well	well	ADV
cana-802	183	9	each	each	DET
cana-802	183	10	protection	protection	NOUN
cana-802	183	11	plan	plan	NOUN
cana-802	183	12	works	work	VERB
cana-802	183	13	,	,	PUNCT
cana-802	183	14	a	a	DET
cana-802	183	15	total	total	ADJ
cana-802	183	16	success	success	NOUN
cana-802	183	17	number	number	NOUN
cana-802	183	18	is	be	AUX
cana-802	183	19	determined	determine	VERB
cana-802	183	20	.	.	PUNCT
cana-802	184	1	to	to	PART
cana-802	184	2	compare	compare	VERB
cana-802	184	3	more	more	ADV
cana-802	184	4	advanced	advanced	ADJ
cana-802	184	5	security	security	NOUN
cana-802	184	6	tactics	tactic	NOUN
cana-802	184	7	to	to	ADP
cana-802	184	8	the	the	DET
cana-802	184	9	basic	basic	ADJ
cana-802	184	10	model	model	NOUN
cana-802	184	11	,	,	PUNCT
cana-802	184	12	which	which	PRON
cana-802	184	13	is	be	AUX
cana-802	184	14	used	use	VERB
cana-802	184	15	as	as	ADP
cana-802	184	16	a	a	DET
cana-802	184	17	starting	starting	NOUN
cana-802	184	18	point	point	NOUN
cana-802	184	19	.	.	PUNCT
cana-802	185	1	the	the	DET
cana-802	185	2	defense	defense	NOUN
cana-802	185	3	system	system	NOUN
cana-802	185	4	is	be	AUX
cana-802	185	5	only	only	ADV
cana-802	185	6	moderately	moderately	ADV
cana-802	185	7	effective	effective	ADJ
cana-802	185	8	,	,	PUNCT
cana-802	185	9	as	as	SCONJ
cana-802	185	10	shown	show	VERB
cana-802	185	11	by	by	ADP
cana-802	185	12	the	the	DET
cana-802	185	13	85	85	NUM
cana-802	185	14	%	%	NOUN
cana-802	185	15	success	success	NOUN
cana-802	185	16	rate	rate	NOUN
cana-802	185	17	of	of	ADP
cana-802	185	18	escape	escape	NOUN
cana-802	185	19	attacks	attack	NOUN
cana-802	185	20	.	.	PUNCT
cana-802	186	1	this	this	PRON
cana-802	186	2	means	mean	VERB
cana-802	186	3	that	that	SCONJ
cana-802	186	4	15	15	NUM
cana-802	186	5	%	%	NOUN
cana-802	186	6	of	of	ADP
cana-802	186	7	avoidance	avoidance	NOUN
cana-802	186	8	attempts	attempt	NOUN
cana-802	186	9	are	be	AUX
cana-802	186	10	successful	successful	ADJ
cana-802	186	11	.	.	PUNCT
cana-802	187	1	its	its	PRON
cana-802	187	2	general	general	ADJ
cana-802	187	3	success	success	NOUN
cana-802	187	4	is	be	AUX
cana-802	187	5	71.67	71.67	NUM
cana-802	187	6	%	%	NOUN
cana-802	187	7	,	,	PUNCT
cana-802	187	8	but	but	CCONJ
cana-802	187	9	it	it	PRON
cana-802	187	10	is	be	AUX
cana-802	187	11	n't	not	PART
cana-802	187	12	very	very	ADV
cana-802	187	13	good	good	ADJ
cana-802	187	14	at	at	ADP
cana-802	187	15	finding	find	VERB
cana-802	187	16	poisoning	poisoning	NOUN
cana-802	187	17	attacks	attack	NOUN
cana-802	187	18	(	(	PUNCT
cana-802	187	19	60	60	NUM
cana-802	187	20	%	%	NOUN
cana-802	187	21	of	of	ADP
cana-802	187	22	the	the	DET
cana-802	187	23	time	time	NOUN
cana-802	187	24	)	)	PUNCT
cana-802	187	25	or	or	CCONJ
cana-802	187	26	model	model	NOUN
cana-802	187	27	reversal	reversal	NOUN
cana-802	187	28	attacks	attack	NOUN
cana-802	187	29	(	(	PUNCT
cana-802	187	30	70	70	NUM
cana-802	187	31	%	%	NOUN
cana-802	187	32	of	of	ADP
cana-802	187	33	the	the	DET
cana-802	187	34	time	time	NOUN
cana-802	187	35	)	)	PUNCT
cana-802	187	36	.	.	PUNCT
cana-802	188	1	a	a	DET
cana-802	188	2	popular	popular	ADJ
cana-802	188	3	defense	defense	NOUN
cana-802	188	4	method	method	NOUN
cana-802	188	5	is	be	AUX
cana-802	188	6	adversarial	adversarial	ADJ
cana-802	188	7	training	training	NOUN
cana-802	188	8	,	,	PUNCT
cana-802	188	9	which	which	PRON
cana-802	188	10	focuses	focus	VERB
cana-802	188	11	on	on	ADP
cana-802	188	12	making	make	VERB
cana-802	188	13	the	the	DET
cana-802	188	14	model	model	NOUN
cana-802	188	15	more	more	ADV
cana-802	188	16	strong	strong	ADJ
cana-802	188	17	by	by	ADP
cana-802	188	18	teaching	teach	VERB
cana-802	188	19	it	it	PRON
cana-802	188	20	on	on	ADP
cana-802	188	21	both	both	CCONJ
cana-802	188	22	clean	clean	ADJ
cana-802	188	23	and	and	CCONJ
cana-802	188	24	hostile	hostile	ADJ
cana-802	188	25	cases	case	NOUN
cana-802	188	26	.	.	PUNCT
cana-802	189	1	the	the	DET
cana-802	189	2	fact	fact	NOUN
cana-802	189	3	that	that	SCONJ
cana-802	189	4	it	it	PRON
cana-802	189	5	can	can	AUX
cana-802	189	6	spot	spot	VERB
cana-802	189	7	90	90	NUM
cana-802	189	8	%	%	NOUN
cana-802	189	9	of	of	ADP
cana-802	189	10	poisoning	poisoning	NOUN
cana-802	189	11	attacks	attack	NOUN
cana-802	189	12	shows	show	VERB
cana-802	189	13	how	how	SCONJ
cana-802	189	14	well	well	ADV
cana-802	189	15	it	it	PRON
cana-802	189	16	communications	communication	VERB
cana-802	189	17	on	on	ADP
cana-802	189	18	applied	apply	VERB
cana-802	189	19	nonlinear	nonlinear	ADJ
cana-802	189	20	analysis	analysis	NOUN
cana-802	189	21	issn	issn	NOUN
cana-802	189	22	:	:	PUNCT
cana-802	189	23	1074	1074	NUM
cana-802	189	24	-	-	PUNCT
cana-802	189	25	133x	133x	NUM
cana-802	189	26	vol	vol	NOUN
cana-802	189	27	31	31	NUM
cana-802	189	28	no	no	NOUN
cana-802	189	29	.	.	PUNCT
cana-802	190	1	3s	3s	NUM
cana-802	190	2	(	(	PUNCT
cana-802	190	3	2024	2024	NUM
cana-802	190	4	)	)	PUNCT
cana-802	190	5	479	479	NUM
cana-802	191	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-802	191	2	works	work	VERB
cana-802	191	3	at	at	ADP
cana-802	191	4	finding	find	VERB
cana-802	191	5	and	and	CCONJ
cana-802	191	6	mitigating	mitigate	VERB
cana-802	191	7	manipulated	manipulate	VERB
cana-802	191	8	training	training	NOUN
cana-802	191	9	data	datum	NOUN
cana-802	191	10	.	.	PUNCT
cana-802	192	1	however	however	ADV
cana-802	192	2	,	,	PUNCT
cana-802	192	3	only	only	ADV
cana-802	192	4	20	20	NUM
cana-802	192	5	%	%	NOUN
cana-802	192	6	of	of	ADP
cana-802	192	7	escape	escape	NOUN
cana-802	192	8	attacks	attack	NOUN
cana-802	192	9	are	be	AUX
cana-802	192	10	successful	successful	ADJ
cana-802	192	11	.	.	PUNCT
cana-802	193	1	table	table	NOUN
cana-802	193	2	3	3	NUM
cana-802	193	3	:	:	PUNCT
cana-802	193	4	performance	performance	NOUN
cana-802	193	5	of	of	ADP
cana-802	193	6	defence	defence	NOUN
cana-802	193	7	strategies	strategy	NOUN
cana-802	193	8	/	/	SYM
cana-802	193	9	framework	framework	NOUN
cana-802	193	10	defense	defense	NOUN
cana-802	193	11	strategy	strategy	NOUN
cana-802	193	12	/	/	SYM
cana-802	193	13	framework	framework	NOUN
cana-802	193	14	evasion	evasion	NOUN
cana-802	193	15	attack	attack	NOUN
cana-802	193	16	success	success	NOUN
cana-802	193	17	rate	rate	NOUN
cana-802	193	18	(	(	PUNCT
cana-802	193	19	%	%	INTJ
cana-802	193	20	)	)	PUNCT
cana-802	193	21	poisoning	poisoning	NOUN
cana-802	193	22	attack	attack	NOUN
cana-802	193	23	detection	detection	NOUN
cana-802	193	24	rate	rate	NOUN
cana-802	193	25	(	(	PUNCT
cana-802	193	26	%	%	INTJ
cana-802	193	27	)	)	PUNCT
cana-802	193	28	model	model	NOUN
cana-802	193	29	inversion	inversion	NOUN
cana-802	193	30	attack	attack	NOUN
cana-802	193	31	detection	detection	NOUN
cana-802	193	32	rate	rate	NOUN
cana-802	193	33	(	(	PUNCT
cana-802	193	34	%	%	INTJ
cana-802	193	35	)	)	PUNCT
cana-802	193	36	overall	overall	ADJ
cana-802	193	37	effectiveness	effectiveness	NOUN
cana-802	193	38	(	(	PUNCT
cana-802	193	39	%	%	INTJ
cana-802	193	40	)	)	PUNCT
cana-802	193	41	baseline	baseline	PROPN
cana-802	193	42	model	model	NOUN
cana-802	193	43	85	85	NUM
cana-802	193	44	60	60	NUM
cana-802	193	45	70	70	NUM
cana-802	193	46	71.67	71.67	NUM
cana-802	193	47	adversarial	adversarial	ADJ
cana-802	193	48	training	training	NOUN
cana-802	193	49	20	20	NUM
cana-802	193	50	90	90	NUM
cana-802	193	51	80	80	NUM
cana-802	193	52	63.33	63.33	NUM
cana-802	193	53	ensemble	ensemble	ADJ
cana-802	193	54	defense	defense	NOUN
cana-802	193	55	10	10	NUM
cana-802	193	56	95	95	NUM
cana-802	193	57	85	85	NUM
cana-802	193	58	63.33	63.33	NUM
cana-802	193	59	differential	differential	NOUN
cana-802	193	60	privacy	privacy	NOUN
cana-802	193	61	40	40	NUM
cana-802	193	62	80	80	NUM
cana-802	193	63	75	75	NUM
cana-802	193	64	65.00	65.00	NUM
cana-802	193	65	game	game	NOUN
cana-802	193	66	-	-	PUNCT
cana-802	193	67	theoretic	theoretic	NOUN
cana-802	193	68	framework	framework	NOUN
cana-802	193	69	n	n	CCONJ
cana-802	193	70	/	/	SYM
cana-802	193	71	a	a	DET
cana-802	193	72	n	n	CCONJ
cana-802	193	73	/	/	SYM
cana-802	193	74	a	a	DET
cana-802	193	75	n	n	NOUN
cana-802	193	76	/	/	SYM
cana-802	193	77	a	a	DET
cana-802	193	78	75.00	75.00	NUM
cana-802	193	79	in	in	ADP
cana-802	193	80	antagonistic	antagonistic	ADJ
cana-802	193	81	training	training	NOUN
cana-802	193	82	is	be	AUX
cana-802	193	83	only	only	ADV
cana-802	193	84	63.33	63.33	NUM
cana-802	193	85	%	%	NOUN
cana-802	193	86	successful	successful	ADJ
cana-802	193	87	,	,	PUNCT
cana-802	193	88	which	which	PRON
cana-802	193	89	shows	show	VERB
cana-802	193	90	that	that	SCONJ
cana-802	193	91	it	it	PRON
cana-802	193	92	works	work	VERB
cana-802	193	93	differently	differently	ADV
cana-802	193	94	for	for	ADP
cana-802	193	95	different	different	ADJ
cana-802	193	96	types	type	NOUN
cana-802	193	97	of	of	ADP
cana-802	193	98	attacks	attack	NOUN
cana-802	193	99	.	.	PUNCT
cana-802	194	1	ensemble	ensemble	ADJ
cana-802	194	2	defense	defense	NOUN
cana-802	194	3	,	,	PUNCT
cana-802	194	4	which	which	PRON
cana-802	194	5	uses	use	VERB
cana-802	194	6	several	several	ADJ
cana-802	194	7	models	model	NOUN
cana-802	194	8	taught	teach	VERB
cana-802	194	9	with	with	ADP
cana-802	194	10	various	various	ADJ
cana-802	194	11	defense	defense	NOUN
cana-802	194	12	methods	method	NOUN
cana-802	194	13	or	or	CCONJ
cana-802	194	14	datasets	dataset	NOUN
cana-802	194	15	,	,	PUNCT
cana-802	194	16	is	be	AUX
cana-802	194	17	better	well	ADJ
cana-802	194	18	at	at	ADP
cana-802	194	19	finding	find	VERB
cana-802	194	20	both	both	CCONJ
cana-802	194	21	poisoning	poisoning	NOUN
cana-802	194	22	and	and	CCONJ
cana-802	194	23	model	model	NOUN
cana-802	194	24	reversal	reversal	NOUN
cana-802	194	25	attacks	attack	NOUN
cana-802	194	26	,	,	PUNCT
cana-802	194	27	with	with	ADP
cana-802	194	28	95	95	NUM
cana-802	194	29	%	%	NOUN
cana-802	194	30	and	and	CCONJ
cana-802	194	31	85	85	NUM
cana-802	194	32	%	%	NOUN
cana-802	194	33	success	success	NOUN
cana-802	194	34	rates	rate	NOUN
cana-802	194	35	,	,	PUNCT
cana-802	194	36	respectively	respectively	ADV
cana-802	194	37	.	.	PUNCT
cana-802	195	1	figure	figure	VERB
cana-802	195	2	3	3	NUM
cana-802	195	3	:	:	PUNCT
cana-802	195	4	representation	representation	NOUN
cana-802	195	5	of	of	ADP
cana-802	195	6	evasion	evasion	NOUN
cana-802	195	7	attacks	attack	NOUN
cana-802	195	8	rate	rate	NOUN
cana-802	195	9	for	for	ADP
cana-802	195	10	different	different	ADJ
cana-802	195	11	defence	defence	NOUN
cana-802	195	12	strategies	strategy	NOUN
cana-802	195	13	but	but	CCONJ
cana-802	195	14	,	,	PUNCT
cana-802	195	15	only	only	ADV
cana-802	195	16	10	10	NUM
cana-802	195	17	%	%	NOUN
cana-802	195	18	of	of	ADP
cana-802	195	19	the	the	DET
cana-802	195	20	time	time	NOUN
cana-802	195	21	does	do	VERB
cana-802	195	22	its	its	PRON
cana-802	195	23	avoidance	avoidance	NOUN
cana-802	195	24	approach	approach	NOUN
cana-802	195	25	work	work	NOUN
cana-802	195	26	,	,	PUNCT
cana-802	195	27	which	which	PRON
cana-802	195	28	is	be	AUX
cana-802	195	29	the	the	DET
cana-802	195	30	lowest	low	ADJ
cana-802	195	31	of	of	ADP
cana-802	195	32	all	all	DET
cana-802	195	33	tactics	tactic	NOUN
cana-802	195	34	.	.	PUNCT
cana-802	196	1	at	at	ADP
cana-802	196	2	63.33	63.33	NUM
cana-802	196	3	%	%	NOUN
cana-802	196	4	,	,	PUNCT
cana-802	196	5	the	the	DET
cana-802	196	6	total	total	ADJ
cana-802	196	7	success	success	NOUN
cana-802	196	8	of	of	ADP
cana-802	196	9	group	group	NOUN
cana-802	196	10	defense	defense	NOUN
cana-802	196	11	is	be	AUX
cana-802	196	12	the	the	DET
cana-802	196	13	same	same	ADJ
cana-802	196	14	as	as	ADP
cana-802	196	15	that	that	PRON
cana-802	196	16	of	of	ADP
cana-802	196	17	combative	combative	ADJ
cana-802	196	18	training	training	NOUN
cana-802	196	19	.	.	PUNCT
cana-802	197	1	differential	differential	ADJ
cana-802	197	2	privacy	privacy	NOUN
cana-802	197	3	is	be	AUX
cana-802	197	4	a	a	DET
cana-802	197	5	privacy	privacy	NOUN
cana-802	197	6	-	-	PUNCT
cana-802	197	7	preserving	preserve	VERB
cana-802	197	8	method	method	NOUN
cana-802	197	9	that	that	PRON
cana-802	197	10	is	be	AUX
cana-802	197	11	meant	mean	VERB
cana-802	197	12	to	to	PART
cana-802	197	13	keep	keep	VERB
cana-802	197	14	private	private	ADJ
cana-802	197	15	data	datum	NOUN
cana-802	197	16	safe	safe	ADJ
cana-802	197	17	while	while	SCONJ
cana-802	197	18	models	model	NOUN
cana-802	197	19	are	be	AUX
cana-802	197	20	being	be	AUX
cana-802	197	21	trained	train	VERB
cana-802	197	22	.	.	PUNCT
cana-802	198	1	it	it	PRON
cana-802	198	2	has	have	VERB
cana-802	198	3	a	a	DET
cana-802	198	4	40	40	NUM
cana-802	198	5	%	%	NOUN
cana-802	198	6	success	success	NOUN
cana-802	198	7	rate	rate	NOUN
cana-802	198	8	at	at	ADP
cana-802	198	9	reducing	reduce	VERB
cana-802	198	10	escape	escape	NOUN
cana-802	198	11	attacks	attack	NOUN
cana-802	198	12	.	.	PUNCT
cana-802	199	1	however	however	ADV
cana-802	199	2	,	,	PUNCT
cana-802	199	3	compared	compare	VERB
cana-802	199	4	to	to	ADP
cana-802	199	5	ensemble	ensemble	ADJ
cana-802	199	6	defense	defense	NOUN
cana-802	199	7	,	,	PUNCT
cana-802	199	8	it	it	PRON
cana-802	199	9	is	be	AUX
cana-802	199	10	not	not	PART
cana-802	199	11	as	as	ADV
cana-802	199	12	good	good	ADJ
cana-802	199	13	at	at	ADP
cana-802	199	14	finding	find	VERB
cana-802	199	15	poisoning	poisoning	NOUN
cana-802	199	16	attacks	attack	NOUN
cana-802	199	17	(	(	PUNCT
cana-802	199	18	80	80	NUM
cana-802	199	19	%	%	NOUN
cana-802	199	20	)	)	PUNCT
cana-802	199	21	and	and	CCONJ
cana-802	199	22	model	model	NOUN
cana-802	199	23	inversion	inversion	NOUN
cana-802	199	24	attacks	attack	NOUN
cana-802	199	25	(	(	PUNCT
cana-802	199	26	75	75	NUM
cana-802	199	27	%	%	NOUN
cana-802	199	28	)	)	PUNCT
cana-802	199	29	.	.	PUNCT
cana-802	200	1	because	because	SCONJ
cana-802	200	2	of	of	ADP
cana-802	200	3	this	this	PRON
cana-802	200	4	,	,	PUNCT
cana-802	200	5	differential	differential	ADJ
cana-802	200	6	privacy	privacy	NOUN
cana-802	200	7	works	work	VERB
cana-802	200	8	65.00	65.00	NUM
cana-802	200	9	%	%	NOUN
cana-802	200	10	of	of	ADP
cana-802	200	11	the	the	DET
cana-802	200	12	time	time	NOUN
cana-802	200	13	.	.	PUNCT
cana-802	201	1	the	the	DET
cana-802	201	2	game	game	NOUN
cana-802	201	3	-	-	PUNCT
cana-802	201	4	theoretic	theoretic	NOUN
cana-802	201	5	approach	approach	NOUN
cana-802	201	6	,	,	PUNCT
cana-802	201	7	with	with	ADP
cana-802	201	8	a	a	DET
cana-802	201	9	total	total	ADJ
cana-802	201	10	success	success	NOUN
cana-802	201	11	rate	rate	NOUN
cana-802	201	12	of	of	ADP
cana-802	201	13	75.00	75.00	NUM
cana-802	201	14	%	%	NOUN
cana-802	201	15	,	,	PUNCT
cana-802	201	16	stands	stand	VERB
cana-802	201	17	out	out	ADP
cana-802	201	18	as	as	ADP
cana-802	201	19	the	the	DET
cana-802	201	20	most	most	ADV
cana-802	201	21	effective	effective	ADJ
cana-802	201	22	security	security	NOUN
cana-802	201	23	plan	plan	NOUN
cana-802	201	24	.	.	PUNCT
cana-802	202	1	even	even	ADV
cana-802	202	2	though	though	SCONJ
cana-802	202	3	it	it	PRON
cana-802	202	4	does	do	AUX
cana-802	202	5	n't	not	PART
cana-802	202	6	directly	directly	ADV
cana-802	202	7	apply	apply	VERB
cana-802	202	8	to	to	ADP
cana-802	202	9	aml	aml	NOUN
cana-802	202	10	threats	threat	NOUN
cana-802	202	11	,	,	PUNCT
cana-802	202	12	game	game	NOUN
cana-802	202	13	theory	theory	NOUN
cana-802	202	14	's	's	PART
cana-802	202	15	strategy	strategy	NOUN
cana-802	202	16	method	method	NOUN
cana-802	202	17	allows	allow	VERB
cana-802	202	18	for	for	ADP
cana-802	202	19	a	a	DET
cana-802	202	20	more	more	ADV
cana-802	202	21	complete	complete	ADJ
cana-802	202	22	view	view	NOUN
cana-802	202	23	of	of	ADP
cana-802	202	24	cybersecurity	cybersecurity	NOUN
cana-802	202	25	,	,	PUNCT
cana-802	202	26	which	which	PRON
cana-802	202	27	could	could	AUX
cana-802	202	28	affect	affect	VERB
cana-802	202	29	how	how	SCONJ
cana-802	202	30	strong	strong	ADJ
cana-802	202	31	defenses	defense	NOUN
cana-802	202	32	are	be	AUX
cana-802	202	33	designed	design	VERB
cana-802	202	34	and	and	CCONJ
cana-802	202	35	put	put	VERB
cana-802	202	36	in	in	ADP
cana-802	202	37	place	place	NOUN
cana-802	202	38	.	.	PUNCT
cana-802	203	1	it	it	PRON
cana-802	203	2	's	be	AUX
cana-802	203	3	important	important	ADJ
cana-802	203	4	to	to	PART
cana-802	203	5	note	note	VERB
cana-802	203	6	,	,	PUNCT
cana-802	203	7	though	though	ADV
cana-802	203	8	,	,	PUNCT
cana-802	203	9	that	that	SCONJ
cana-802	203	10	the	the	DET
cana-802	203	11	game	game	NOUN
cana-802	203	12	-	-	PUNCT
cana-802	203	13	theoretic	theoretic	NOUN
cana-802	203	14	framework	framework	NOUN
cana-802	203	15	does	do	AUX
cana-802	203	16	n't	not	PART
cana-802	203	17	give	give	VERB
cana-802	203	18	exact	exact	ADJ
cana-802	203	19	numbers	number	NOUN
cana-802	203	20	for	for	ADP
cana-802	203	21	escape	escape	NOUN
cana-802	203	22	,	,	PUNCT
cana-802	203	23	poisoning	poisoning	NOUN
cana-802	203	24	,	,	PUNCT
cana-802	203	25	and	and	CCONJ
cana-802	203	26	model	model	NOUN
cana-802	203	27	inversion	inversion	NOUN
cana-802	203	28	attack	attack	NOUN
cana-802	203	29	detection	detection	NOUN
cana-802	203	30	rates	rate	NOUN
cana-802	203	31	.	.	PUNCT
cana-802	204	1	this	this	PRON
cana-802	204	2	is	be	AUX
cana-802	204	3	because	because	SCONJ
cana-802	204	4	the	the	DET
cana-802	204	5	framework	framework	NOUN
cana-802	204	6	may	may	AUX
cana-802	204	7	be	be	AUX
cana-802	204	8	judged	judge	VERB
cana-802	204	9	more	more	ADV
cana-802	204	10	by	by	ADP
cana-802	204	11	personal	personal	ADJ
cana-802	204	12	assessments	assessment	NOUN
cana-802	204	13	or	or	CCONJ
cana-802	204	14	strategic	strategic	ADJ
cana-802	204	15	factors	factor	NOUN
cana-802	204	16	than	than	ADP
cana-802	204	17	by	by	ADP
cana-802	204	18	direct	direct	ADJ
cana-802	204	19	numerical	numerical	ADJ
cana-802	204	20	measures	measure	NOUN
cana-802	204	21	.	.	PUNCT
cana-802	205	1	figure	figure	NOUN
cana-802	205	2	(	(	PUNCT
cana-802	205	3	3	3	X
cana-802	205	4	)	)	PUNCT
cana-802	205	5	shows	show	VERB
cana-802	205	6	a	a	DET
cana-802	205	7	bar	bar	NOUN
cana-802	205	8	graph	graph	NOUN
cana-802	205	9	that	that	PRON
cana-802	205	10	shows	show	VERB
cana-802	205	11	the	the	DET
cana-802	205	12	escape	escape	NOUN
cana-802	205	13	attack	attack	NOUN
cana-802	205	14	success	success	NOUN
cana-802	205	15	rate	rate	NOUN
cana-802	205	16	(	(	PUNCT
cana-802	205	17	%	%	INTJ
cana-802	205	18	)	)	PUNCT
cana-802	205	19	for	for	ADP
cana-802	205	20	different	different	ADJ
cana-802	205	21	cybersecurity	cybersecurity	NOUN
cana-802	205	22	defense	defense	NOUN
cana-802	205	23	strategies	strategy	NOUN
cana-802	205	24	and	and	CCONJ
cana-802	205	25	communications	communication	NOUN
cana-802	205	26	on	on	ADP
cana-802	205	27	applied	apply	VERB
cana-802	205	28	nonlinear	nonlinear	ADJ
cana-802	205	29	analysis	analysis	NOUN
cana-802	205	30	issn	issn	NOUN
cana-802	205	31	:	:	PUNCT
cana-802	205	32	1074	1074	NUM
cana-802	205	33	-	-	PUNCT
cana-802	205	34	133x	133x	NUM
cana-802	205	35	vol	vol	NOUN
cana-802	205	36	31	31	NUM
cana-802	205	37	no	no	NOUN
cana-802	205	38	.	.	PUNCT
cana-802	206	1	3s	3s	NUM
cana-802	206	2	(	(	PUNCT
cana-802	206	3	2024	2024	NUM
cana-802	206	4	)	)	PUNCT
cana-802	206	5	480	480	NUM
cana-802	206	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-802	206	7	frameworks	framework	NOUN
cana-802	206	8	.	.	PUNCT
cana-802	207	1	there	there	PRON
cana-802	207	2	are	be	VERB
cana-802	207	3	different	different	ADJ
cana-802	207	4	defense	defense	NOUN
cana-802	207	5	strategies	strategy	NOUN
cana-802	207	6	or	or	CCONJ
cana-802	207	7	frameworks	framework	NOUN
cana-802	207	8	shown	show	VERB
cana-802	207	9	by	by	ADP
cana-802	207	10	each	each	DET
cana-802	207	11	bar	bar	NOUN
cana-802	207	12	.	.	PUNCT
cana-802	208	1	these	these	PRON
cana-802	208	2	include	include	VERB
cana-802	208	3	the	the	DET
cana-802	208	4	baseline	baseline	NOUN
cana-802	208	5	model	model	NOUN
cana-802	208	6	,	,	PUNCT
cana-802	208	7	hostile	hostile	ADJ
cana-802	208	8	training	training	NOUN
cana-802	208	9	,	,	PUNCT
cana-802	208	10	ensemble	ensemble	ADJ
cana-802	208	11	defense	defense	NOUN
cana-802	208	12	,	,	PUNCT
cana-802	208	13	and	and	CCONJ
cana-802	208	14	differential	differential	PROPN
cana-802	208	15	privacy	privacy	NOUN
cana-802	208	16	.	.	PUNCT
cana-802	209	1	the	the	DET
cana-802	209	2	height	height	NOUN
cana-802	209	3	of	of	ADP
cana-802	209	4	each	each	DET
cana-802	209	5	bar	bar	NOUN
cana-802	209	6	shows	show	VERB
cana-802	209	7	how	how	SCONJ
cana-802	209	8	often	often	ADV
cana-802	209	9	an	an	DET
cana-802	209	10	escape	escape	NOUN
cana-802	209	11	attack	attack	NOUN
cana-802	209	12	works	work	VERB
cana-802	209	13	with	with	ADP
cana-802	209	14	that	that	DET
cana-802	209	15	defense	defense	NOUN
cana-802	209	16	plan	plan	NOUN
cana-802	209	17	or	or	CCONJ
cana-802	209	18	scheme	scheme	NOUN
cana-802	209	19	.	.	PUNCT
cana-802	210	1	the	the	DET
cana-802	210	2	range	range	NOUN
cana-802	210	3	is	be	AUX
cana-802	210	4	from	from	ADP
cana-802	210	5	0	0	NUM
cana-802	210	6	%	%	NOUN
cana-802	210	7	to	to	PART
cana-802	210	8	85	85	NUM
cana-802	210	9	%	%	NOUN
cana-802	210	10	.	.	PUNCT
cana-802	211	1	notably	notably	ADV
cana-802	211	2	,	,	PUNCT
cana-802	211	3	the	the	DET
cana-802	211	4	basic	basic	ADJ
cana-802	211	5	model	model	NOUN
cana-802	211	6	has	have	VERB
cana-802	211	7	the	the	DET
cana-802	211	8	highest	high	ADJ
cana-802	211	9	success	success	NOUN
cana-802	211	10	rate	rate	NOUN
cana-802	211	11	for	for	ADP
cana-802	211	12	escape	escape	NOUN
cana-802	211	13	attacks	attack	NOUN
cana-802	211	14	,	,	PUNCT
cana-802	211	15	at	at	ADP
cana-802	211	16	85	85	NUM
cana-802	211	17	%	%	NOUN
cana-802	211	18	.	.	PUNCT
cana-802	212	1	this	this	PRON
cana-802	212	2	means	mean	VERB
cana-802	212	3	that	that	SCONJ
cana-802	212	4	15	15	NUM
cana-802	212	5	%	%	NOUN
cana-802	212	6	of	of	ADP
cana-802	212	7	attempts	attempt	NOUN
cana-802	212	8	to	to	PART
cana-802	212	9	get	get	VERB
cana-802	212	10	around	around	ADP
cana-802	212	11	its	its	PRON
cana-802	212	12	defenses	defense	NOUN
cana-802	212	13	are	be	AUX
cana-802	212	14	successful	successful	ADJ
cana-802	212	15	.	.	PUNCT
cana-802	213	1	on	on	ADP
cana-802	213	2	the	the	DET
cana-802	213	3	other	other	ADJ
cana-802	213	4	hand	hand	NOUN
cana-802	213	5	,	,	PUNCT
cana-802	213	6	20	20	NUM
cana-802	213	7	%	%	NOUN
cana-802	213	8	and	and	CCONJ
cana-802	213	9	10	10	NUM
cana-802	213	10	%	%	NOUN
cana-802	213	11	,	,	PUNCT
cana-802	213	12	respectively	respectively	ADV
cana-802	213	13	,	,	PUNCT
cana-802	213	14	of	of	ADP
cana-802	213	15	evasion	evasion	NOUN
cana-802	213	16	attacks	attack	NOUN
cana-802	213	17	succeed	succeed	VERB
cana-802	213	18	with	with	ADP
cana-802	213	19	antagonistic	antagonistic	ADJ
cana-802	213	20	training	training	NOUN
cana-802	213	21	and	and	CCONJ
cana-802	213	22	ensemble	ensemble	ADJ
cana-802	213	23	defense	defense	NOUN
cana-802	213	24	,	,	PUNCT
cana-802	213	25	showing	show	VERB
cana-802	213	26	that	that	SCONJ
cana-802	213	27	these	these	DET
cana-802	213	28	methods	method	NOUN
cana-802	213	29	make	make	VERB
cana-802	213	30	it	it	PRON
cana-802	213	31	easier	easy	ADJ
cana-802	213	32	to	to	PART
cana-802	213	33	defend	defend	VERB
cana-802	213	34	against	against	ADP
cana-802	213	35	evasion	evasion	NOUN
cana-802	213	36	attacks	attack	NOUN
cana-802	213	37	.	.	PUNCT
cana-802	214	1	the	the	DET
cana-802	214	2	fact	fact	NOUN
cana-802	214	3	that	that	SCONJ
cana-802	214	4	differential	differential	ADJ
cana-802	214	5	privacy	privacy	NOUN
cana-802	214	6	has	have	AUX
cana-802	214	7	a	a	DET
cana-802	214	8	modest	modest	ADJ
cana-802	214	9	escape	escape	NOUN
cana-802	214	10	attack	attack	NOUN
cana-802	214	11	success	success	NOUN
cana-802	214	12	rate	rate	NOUN
cana-802	214	13	of	of	ADP
cana-802	214	14	40	40	NUM
cana-802	214	15	%	%	NOUN
cana-802	214	16	shows	show	VERB
cana-802	214	17	how	how	SCONJ
cana-802	214	18	well	well	ADV
cana-802	214	19	it	it	PRON
cana-802	214	20	works	work	VERB
cana-802	214	21	to	to	PART
cana-802	214	22	stop	stop	VERB
cana-802	214	23	these	these	DET
cana-802	214	24	kinds	kind	NOUN
cana-802	214	25	of	of	ADP
cana-802	214	26	attacks	attack	NOUN
cana-802	214	27	.	.	PUNCT
cana-802	215	1	the	the	DET
cana-802	215	2	game	game	NOUN
cana-802	215	3	-	-	PUNCT
cana-802	215	4	theoretic	theoretic	NOUN
cana-802	215	5	framework	framework	NOUN
cana-802	215	6	bar	bar	NOUN
cana-802	215	7	says	say	VERB
cana-802	215	8	"	"	PUNCT
cana-802	215	9	not	not	PART
cana-802	215	10	applicable	applicable	ADJ
cana-802	215	11	"	"	PUNCT
cana-802	215	12	(	(	PUNCT
cana-802	215	13	n	n	CCONJ
cana-802	215	14	/	/	SYM
cana-802	215	15	a	a	NOUN
cana-802	215	16	)	)	PUNCT
cana-802	215	17	,	,	PUNCT
cana-802	215	18	which	which	PRON
cana-802	215	19	means	mean	VERB
cana-802	215	20	that	that	SCONJ
cana-802	215	21	there	there	PRON
cana-802	215	22	is	be	VERB
cana-802	215	23	no	no	DET
cana-802	215	24	data	datum	NOUN
cana-802	215	25	on	on	ADP
cana-802	215	26	the	the	DET
cana-802	215	27	success	success	NOUN
cana-802	215	28	rate	rate	NOUN
cana-802	215	29	of	of	ADP
cana-802	215	30	escape	escape	NOUN
cana-802	215	31	attacks	attack	NOUN
cana-802	215	32	for	for	ADP
cana-802	215	33	this	this	DET
cana-802	215	34	defense	defense	NOUN
cana-802	215	35	plan	plan	NOUN
cana-802	215	36	.	.	PUNCT
cana-802	216	1	in	in	ADP
cana-802	216	2	general	general	ADJ
cana-802	216	3	,	,	PUNCT
cana-802	216	4	the	the	DET
cana-802	216	5	bar	bar	NOUN
cana-802	216	6	graph	graph	NOUN
cana-802	216	7	shows	show	VERB
cana-802	216	8	how	how	SCONJ
cana-802	216	9	often	often	ADV
cana-802	216	10	escape	escape	VERB
cana-802	216	11	attacks	attack	NOUN
cana-802	216	12	work	work	VERB
cana-802	216	13	with	with	ADP
cana-802	216	14	different	different	ADJ
cana-802	216	15	defense	defense	NOUN
cana-802	216	16	strategies	strategy	NOUN
cana-802	216	17	and	and	CCONJ
cana-802	216	18	frameworks	framework	NOUN
cana-802	216	19	,	,	PUNCT
cana-802	216	20	which	which	PRON
cana-802	216	21	helps	help	VERB
cana-802	216	22	you	you	PRON
cana-802	216	23	figure	figure	VERB
cana-802	216	24	out	out	ADP
cana-802	216	25	how	how	SCONJ
cana-802	216	26	well	well	ADV
cana-802	216	27	they	they	PRON
cana-802	216	28	protect	protect	VERB
cana-802	216	29	against	against	ADP
cana-802	216	30	hostile	hostile	ADJ
cana-802	216	31	threats	threat	NOUN
cana-802	216	32	.	.	PUNCT
cana-802	217	1	table	table	NOUN
cana-802	217	2	4	4	NUM
cana-802	217	3	:	:	PUNCT
cana-802	217	4	performance	performance	NOUN
cana-802	217	5	evaluation	evaluation	NOUN
cana-802	217	6	of	of	ADP
cana-802	217	7	various	various	ADJ
cana-802	217	8	models	model	NOUN
cana-802	217	9	vs	vs	ADP
cana-802	217	10	proposed	propose	VERB
cana-802	217	11	methodology	methodology	NOUN
cana-802	217	12	evaluation	evaluation	NOUN
cana-802	217	13	parameter	parameter	PROPN
cana-802	217	14	baseline	baseline	PROPN
cana-802	217	15	model	model	PROPN
cana-802	217	16	adversarial	adversarial	ADJ
cana-802	217	17	training	training	NOUN
cana-802	217	18	ensemble	ensemble	ADJ
cana-802	217	19	defense	defense	NOUN
cana-802	217	20	differential	differential	PROPN
cana-802	217	21	privacy	privacy	NOUN
cana-802	217	22	proposed	propose	VERB
cana-802	217	23	methodology	methodology	NOUN
cana-802	217	24	f1	f1	NOUN
cana-802	217	25	score	score	NOUN
cana-802	217	26	(	(	PUNCT
cana-802	217	27	%	%	INTJ
cana-802	217	28	)	)	PUNCT
cana-802	217	29	70	70	NUM
cana-802	217	30	85	85	NUM
cana-802	217	31	90	90	NUM
cana-802	217	32	80	80	NUM
cana-802	217	33	95	95	NUM
cana-802	217	34	accuracy	accuracy	NOUN
cana-802	217	35	(	(	PUNCT
cana-802	217	36	%	%	NOUN
cana-802	217	37	)	)	PUNCT
cana-802	217	38	75	75	NUM
cana-802	217	39	80	80	NUM
cana-802	217	40	85	85	NUM
cana-802	217	41	78	78	NUM
cana-802	217	42	92	92	NUM
cana-802	217	43	precision	precision	NOUN
cana-802	217	44	(	(	PUNCT
cana-802	217	45	%	%	NOUN
cana-802	217	46	)	)	PUNCT
cana-802	217	47	65	65	NUM
cana-802	218	1	78	78	NUM
cana-802	218	2	82	82	NUM
cana-802	218	3	75	75	NUM
cana-802	218	4	88	88	NUM
cana-802	218	5	auc	auc	NOUN
cana-802	218	6	(	(	PUNCT
cana-802	218	7	%	%	NOUN
cana-802	218	8	)	)	PUNCT
cana-802	218	9	78	78	NUM
cana-802	218	10	85	85	NUM
cana-802	218	11	88	88	NUM
cana-802	218	12	80	80	NUM
cana-802	218	13	92	92	NUM
cana-802	218	14	sensitivity	sensitivity	NOUN
cana-802	218	15	(	(	PUNCT
cana-802	218	16	%	%	NOUN
cana-802	218	17	)	)	PUNCT
cana-802	218	18	80	80	NUM
cana-802	218	19	88	88	NUM
cana-802	218	20	92	92	NUM
cana-802	218	21	85	85	NUM
cana-802	218	22	90	90	NUM
cana-802	218	23	specificity	specificity	NOUN
cana-802	218	24	(	(	PUNCT
cana-802	218	25	%	%	NOUN
cana-802	218	26	)	)	PUNCT
cana-802	218	27	70	70	NUM
cana-802	218	28	75	75	NUM
cana-802	218	29	80	80	NUM
cana-802	218	30	72	72	NUM
cana-802	218	31	85	85	NUM
cana-802	218	32	the	the	DET
cana-802	218	33	table	table	NOUN
cana-802	218	34	(	(	PUNCT
cana-802	218	35	4	4	X
cana-802	218	36	)	)	PUNCT
cana-802	218	37	gives	give	VERB
cana-802	218	38	an	an	DET
cana-802	218	39	in	in	ADP
cana-802	218	40	-	-	PUNCT
cana-802	218	41	depth	depth	NOUN
cana-802	218	42	look	look	NOUN
cana-802	218	43	at	at	ADP
cana-802	218	44	a	a	DET
cana-802	218	45	number	number	NOUN
cana-802	218	46	of	of	ADP
cana-802	218	47	different	different	ADJ
cana-802	218	48	computer	computer	NOUN
cana-802	218	49	defense	defense	NOUN
cana-802	218	50	strategies	strategy	NOUN
cana-802	218	51	and	and	CCONJ
cana-802	218	52	frameworks	framework	NOUN
cana-802	218	53	,	,	PUNCT
cana-802	218	54	focused	focus	VERB
cana-802	218	55	on	on	ADP
cana-802	218	56	different	different	ADJ
cana-802	218	57	evaluation	evaluation	NOUN
cana-802	218	58	factors	factor	NOUN
cana-802	218	59	such	such	ADJ
cana-802	218	60	as	as	ADP
cana-802	218	61	f1	f1	PROPN
cana-802	218	62	score	score	NOUN
cana-802	218	63	,	,	PUNCT
cana-802	218	64	accuracy	accuracy	NOUN
cana-802	218	65	,	,	PUNCT
cana-802	218	66	precision	precision	NOUN
cana-802	218	67	,	,	PUNCT
cana-802	218	68	area	area	NOUN
cana-802	218	69	under	under	ADP
cana-802	218	70	the	the	DET
cana-802	218	71	curve	curve	NOUN
cana-802	218	72	(	(	PUNCT
cana-802	218	73	auc	auc	NOUN
cana-802	218	74	)	)	PUNCT
cana-802	218	75	,	,	PUNCT
cana-802	218	76	sensitivity	sensitivity	NOUN
cana-802	218	77	,	,	PUNCT
cana-802	218	78	and	and	CCONJ
cana-802	218	79	specificity	specificity	NOUN
cana-802	218	80	.	.	PUNCT
cana-802	219	1	by	by	ADP
cana-802	219	2	looking	look	VERB
cana-802	219	3	at	at	ADP
cana-802	219	4	these	these	DET
cana-802	219	5	factors	factor	NOUN
cana-802	219	6	,	,	PUNCT
cana-802	219	7	you	you	PRON
cana-802	219	8	can	can	AUX
cana-802	219	9	see	see	VERB
cana-802	219	10	how	how	SCONJ
cana-802	219	11	well	well	ADV
cana-802	219	12	each	each	DET
cana-802	219	13	defense	defense	NOUN
cana-802	219	14	plan	plan	NOUN
cana-802	219	15	works	work	VERB
cana-802	219	16	at	at	ADP
cana-802	219	17	stopping	stop	VERB
cana-802	219	18	hostile	hostile	ADJ
cana-802	219	19	machine	machine	NOUN
cana-802	219	20	learning	learning	NOUN
cana-802	219	21	(	(	PUNCT
cana-802	219	22	aml	aml	NOUN
cana-802	219	23	)	)	PUNCT
cana-802	219	24	attacks	attack	NOUN
cana-802	219	25	and	and	CCONJ
cana-802	219	26	keeping	keep	VERB
cana-802	219	27	you	you	PRON
cana-802	219	28	safe	safe	ADJ
cana-802	219	29	from	from	ADP
cana-802	219	30	online	online	ADJ
cana-802	219	31	dangers	danger	NOUN
cana-802	219	32	.	.	PUNCT
cana-802	220	1	starting	start	VERB
cana-802	220	2	with	with	ADP
cana-802	220	3	the	the	DET
cana-802	220	4	basic	basic	ADJ
cana-802	220	5	model	model	NOUN
cana-802	220	6	,	,	PUNCT
cana-802	220	7	other	other	ADJ
cana-802	220	8	security	security	NOUN
cana-802	220	9	tactics	tactic	NOUN
cana-802	220	10	can	can	AUX
cana-802	220	11	be	be	AUX
cana-802	220	12	measured	measure	VERB
cana-802	220	13	against	against	ADP
cana-802	220	14	it	it	PRON
cana-802	220	15	to	to	PART
cana-802	220	16	see	see	VERB
cana-802	220	17	how	how	SCONJ
cana-802	220	18	well	well	ADV
cana-802	220	19	they	they	PRON
cana-802	220	20	work	work	VERB
cana-802	220	21	.	.	PUNCT
cana-802	221	1	(	(	PUNCT
cana-802	221	2	a	a	X
cana-802	221	3	)	)	PUNCT
cana-802	221	4	(	(	PUNCT
cana-802	221	5	b	b	X
cana-802	221	6	)	)	PUNCT
cana-802	221	7	communications	communication	NOUN
cana-802	221	8	on	on	ADP
cana-802	221	9	applied	apply	VERB
cana-802	221	10	nonlinear	nonlinear	ADJ
cana-802	221	11	analysis	analysis	NOUN
cana-802	221	12	issn	issn	NOUN
cana-802	221	13	:	:	PUNCT
cana-802	221	14	1074	1074	NUM
cana-802	221	15	-	-	PUNCT
cana-802	221	16	133x	133x	NUM
cana-802	221	17	vol	vol	NOUN
cana-802	221	18	31	31	NUM
cana-802	221	19	no	no	NOUN
cana-802	221	20	.	.	PUNCT
cana-802	222	1	3s	3s	NUM
cana-802	222	2	(	(	PUNCT
cana-802	222	3	2024	2024	NUM
cana-802	222	4	)	)	PUNCT
cana-802	222	5	481	481	NUM
cana-802	222	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-802	222	7	(	(	PUNCT
cana-802	222	8	c	c	NOUN
cana-802	222	9	)	)	PUNCT
cana-802	222	10	(	(	PUNCT
cana-802	222	11	d	d	X
cana-802	222	12	)	)	PUNCT
cana-802	222	13	(	(	PUNCT
cana-802	222	14	e	e	NOUN
cana-802	222	15	)	)	PUNCT
cana-802	222	16	(	(	PUNCT
cana-802	222	17	f	f	X
cana-802	222	18	)	)	PUNCT
cana-802	222	19	figure	figure	NOUN
cana-802	222	20	4	4	NUM
cana-802	222	21	:	:	PUNCT
cana-802	222	22	performance	performance	NOUN
cana-802	222	23	evaluation	evaluation	NOUN
cana-802	222	24	using	use	VERB
cana-802	222	25	evaluation	evaluation	NOUN
cana-802	222	26	parameters	parameter	NOUN
cana-802	222	27	(	(	PUNCT
cana-802	222	28	a	a	NOUN
cana-802	222	29	)	)	PUNCT
cana-802	222	30	sensitivity	sensitivity	NOUN
cana-802	222	31	(	(	PUNCT
cana-802	222	32	b	b	NOUN
cana-802	222	33	)	)	PUNCT
cana-802	222	34	auc	auc	NOUN
cana-802	222	35	(	(	PUNCT
cana-802	222	36	c	c	NOUN
cana-802	222	37	)	)	PUNCT
cana-802	222	38	precision	precision	NOUN
cana-802	222	39	(	(	PUNCT
cana-802	222	40	d)accuracy	d)accuracy	NOUN
cana-802	222	41	(	(	PUNCT
cana-802	222	42	e	e	NOUN
cana-802	222	43	)	)	PUNCT
cana-802	222	44	f1	f1	NOUN
cana-802	222	45	score	score	NOUN
cana-802	222	46	(	(	PUNCT
cana-802	222	47	f	f	X
cana-802	222	48	)	)	PUNCT
cana-802	222	49	specificity	specificity	NOUN
cana-802	222	50	an	an	DET
cana-802	222	51	f1	f1	NOUN
cana-802	222	52	score	score	NOUN
cana-802	222	53	of	of	ADP
cana-802	222	54	70	70	NUM
cana-802	222	55	%	%	NOUN
cana-802	222	56	,	,	PUNCT
cana-802	222	57	an	an	DET
cana-802	222	58	accuracy	accuracy	NOUN
cana-802	222	59	score	score	NOUN
cana-802	222	60	of	of	ADP
cana-802	222	61	75	75	NUM
cana-802	222	62	%	%	NOUN
cana-802	222	63	,	,	PUNCT
cana-802	222	64	and	and	CCONJ
cana-802	222	65	an	an	DET
cana-802	222	66	auc	auc	ADJ
cana-802	222	67	score	score	NOUN
cana-802	222	68	of	of	ADP
cana-802	222	69	78	78	NUM
cana-802	222	70	%	%	NOUN
cana-802	222	71	are	be	AUX
cana-802	222	72	all	all	PRON
cana-802	222	73	average	average	ADJ
cana-802	222	74	scores	score	NOUN
cana-802	222	75	for	for	ADP
cana-802	222	76	the	the	DET
cana-802	222	77	standard	standard	ADJ
cana-802	222	78	model	model	NOUN
cana-802	222	79	.	.	PUNCT
cana-802	223	1	but	but	CCONJ
cana-802	223	2	compared	compare	VERB
cana-802	223	3	to	to	ADP
cana-802	223	4	other	other	ADJ
cana-802	223	5	methods	method	NOUN
cana-802	223	6	,	,	PUNCT
cana-802	223	7	it	it	PRON
cana-802	223	8	is	be	AUX
cana-802	223	9	not	not	PART
cana-802	223	10	very	very	ADV
cana-802	223	11	precise	precise	ADJ
cana-802	223	12	or	or	CCONJ
cana-802	223	13	specific	specific	ADJ
cana-802	223	14	,	,	PUNCT
cana-802	223	15	which	which	PRON
cana-802	223	16	means	mean	VERB
cana-802	223	17	it	it	PRON
cana-802	223	18	makes	make	VERB
cana-802	223	19	more	more	ADV
cana-802	223	20	fake	fake	ADJ
cana-802	223	21	positives	positive	NOUN
cana-802	223	22	and	and	CCONJ
cana-802	223	23	false	false	ADJ
cana-802	223	24	negatives	negative	NOUN
cana-802	223	25	.	.	PUNCT
cana-802	224	1	all	all	PRON
cana-802	224	2	of	of	ADP
cana-802	224	3	the	the	DET
cana-802	224	4	evaluation	evaluation	NOUN
cana-802	224	5	criteria	criterion	NOUN
cana-802	224	6	show	show	VERB
cana-802	224	7	that	that	SCONJ
cana-802	224	8	adversarial	adversarial	ADJ
cana-802	224	9	training	training	NOUN
cana-802	224	10	is	be	AUX
cana-802	224	11	significantly	significantly	ADV
cana-802	224	12	better	well	ADJ
cana-802	224	13	than	than	ADP
cana-802	224	14	the	the	DET
cana-802	224	15	standard	standard	ADJ
cana-802	224	16	model	model	NOUN
cana-802	224	17	.	.	PUNCT
cana-802	225	1	this	this	PRON
cana-802	225	2	is	be	AUX
cana-802	225	3	a	a	DET
cana-802	225	4	common	common	ADJ
cana-802	225	5	way	way	NOUN
cana-802	225	6	to	to	PART
cana-802	225	7	protect	protect	VERB
cana-802	225	8	yourself	yourself	PRON
cana-802	225	9	.	.	PUNCT
cana-802	226	1	it	it	PRON
cana-802	226	2	gets	get	VERB
cana-802	226	3	a	a	DET
cana-802	226	4	higher	high	ADJ
cana-802	226	5	f1	f1	NOUN
cana-802	226	6	score	score	NOUN
cana-802	226	7	(	(	PUNCT
cana-802	226	8	85	85	NUM
cana-802	226	9	%	%	NOUN
cana-802	226	10	)	)	PUNCT
cana-802	226	11	,	,	PUNCT
cana-802	226	12	accuracy	accuracy	NOUN
cana-802	226	13	(	(	PUNCT
cana-802	226	14	80	80	NUM
cana-802	226	15	%	%	NOUN
cana-802	226	16	)	)	PUNCT
cana-802	226	17	,	,	PUNCT
cana-802	226	18	precision	precision	NOUN
cana-802	226	19	(	(	PUNCT
cana-802	226	20	78	78	NUM
cana-802	226	21	%	%	NOUN
cana-802	226	22	)	)	PUNCT
cana-802	226	23	,	,	PUNCT
cana-802	226	24	and	and	CCONJ
cana-802	226	25	auc	auc	NOUN
cana-802	226	26	(	(	PUNCT
cana-802	226	27	85	85	NUM
cana-802	226	28	%	%	NOUN
cana-802	226	29	)	)	PUNCT
cana-802	226	30	,	,	PUNCT
cana-802	226	31	which	which	PRON
cana-802	226	32	shows	show	VERB
cana-802	226	33	that	that	SCONJ
cana-802	226	34	it	it	PRON
cana-802	226	35	works	work	VERB
cana-802	226	36	to	to	PART
cana-802	226	37	make	make	VERB
cana-802	226	38	the	the	DET
cana-802	226	39	model	model	NOUN
cana-802	226	40	more	more	ADV
cana-802	226	41	resistant	resistant	ADJ
cana-802	226	42	to	to	ADP
cana-802	226	43	threats	threat	NOUN
cana-802	226	44	from	from	ADP
cana-802	226	45	other	other	ADJ
cana-802	226	46	parties	party	NOUN
cana-802	226	47	.	.	PUNCT
cana-802	227	1	also	also	ADV
cana-802	227	2	,	,	PUNCT
cana-802	227	3	antagonistic	antagonistic	ADJ
cana-802	227	4	training	training	NOUN
cana-802	227	5	increases	increase	VERB
cana-802	227	6	sensitivity	sensitivity	NOUN
cana-802	227	7	in	in	ADP
cana-802	227	8	a	a	DET
cana-802	227	9	noticeable	noticeable	ADJ
cana-802	227	10	way	way	NOUN
cana-802	227	11	,	,	PUNCT
cana-802	227	12	which	which	PRON
cana-802	227	13	means	mean	VERB
cana-802	227	14	it	it	PRON
cana-802	227	15	can	can	AUX
cana-802	227	16	correctly	correctly	ADV
cana-802	227	17	find	find	VERB
cana-802	227	18	true	true	ADJ
cana-802	227	19	positive	positive	ADJ
cana-802	227	20	cases	case	NOUN
cana-802	227	21	.	.	PUNCT
cana-802	228	1	compared	compare	VERB
cana-802	228	2	to	to	ADP
cana-802	228	3	hostile	hostile	ADJ
cana-802	228	4	training	training	NOUN
cana-802	228	5	,	,	PUNCT
cana-802	228	6	ensemble	ensemble	ADJ
cana-802	228	7	defense	defense	NOUN
cana-802	228	8	,	,	PUNCT
cana-802	228	9	which	which	PRON
cana-802	228	10	includes	include	VERB
cana-802	228	11	multiple	multiple	ADJ
cana-802	228	12	models	model	NOUN
cana-802	228	13	taught	teach	VERB
cana-802	228	14	with	with	ADP
cana-802	228	15	various	various	ADJ
cana-802	228	16	defense	defense	NOUN
cana-802	228	17	mechanisms	mechanism	NOUN
cana-802	228	18	,	,	PUNCT
cana-802	228	19	shows	show	VERB
cana-802	228	20	even	even	ADV
cana-802	228	21	better	well	ADJ
cana-802	228	22	performance	performance	NOUN
cana-802	228	23	.	.	PUNCT
cana-802	229	1	all	all	PRON
cana-802	229	2	of	of	ADP
cana-802	229	3	the	the	DET
cana-802	229	4	tests	test	NOUN
cana-802	229	5	that	that	PRON
cana-802	229	6	were	be	AUX
cana-802	229	7	done	do	VERB
cana-802	229	8	gave	give	VERB
cana-802	229	9	it	it	PRON
cana-802	229	10	the	the	DET
cana-802	229	11	best	good	ADJ
cana-802	229	12	scores	score	NOUN
cana-802	229	13	:	:	PUNCT
cana-802	229	14	90	90	NUM
cana-802	229	15	%	%	NOUN
cana-802	229	16	for	for	ADP
cana-802	229	17	f1	f1	NOUN
cana-802	229	18	,	,	PUNCT
cana-802	229	19	85	85	NUM
cana-802	229	20	%	%	NOUN
cana-802	229	21	for	for	ADP
cana-802	229	22	accuracy	accuracy	NOUN
cana-802	229	23	,	,	PUNCT
cana-802	229	24	82	82	NUM
cana-802	229	25	%	%	NOUN
cana-802	229	26	for	for	ADP
cana-802	229	27	precision	precision	NOUN
cana-802	229	28	,	,	PUNCT
cana-802	229	29	and	and	CCONJ
cana-802	229	30	88	88	NUM
cana-802	229	31	%	%	NOUN
cana-802	229	32	for	for	ADP
cana-802	229	33	auc	auc	NOUN
cana-802	229	34	.	.	PUNCT
cana-802	230	1	ensemble	ensemble	ADJ
cana-802	230	2	defense	defense	NOUN
cana-802	230	3	also	also	ADV
cana-802	230	4	has	have	VERB
cana-802	230	5	higher	high	ADJ
cana-802	230	6	sensitivity	sensitivity	NOUN
cana-802	230	7	and	and	CCONJ
cana-802	230	8	specificity	specificity	NOUN
cana-802	230	9	,	,	PUNCT
cana-802	230	10	which	which	PRON
cana-802	230	11	means	mean	VERB
cana-802	230	12	it	it	PRON
cana-802	230	13	is	be	AUX
cana-802	230	14	better	well	ADJ
cana-802	230	15	at	at	ADP
cana-802	230	16	finding	find	VERB
cana-802	230	17	true	true	ADJ
cana-802	230	18	positives	positive	NOUN
cana-802	230	19	and	and	CCONJ
cana-802	230	20	lowering	lower	VERB
cana-802	230	21	the	the	DET
cana-802	230	22	rates	rate	NOUN
cana-802	230	23	of	of	ADP
cana-802	230	24	fake	fake	ADJ
cana-802	230	25	positives	positive	NOUN
cana-802	230	26	and	and	CCONJ
cana-802	230	27	false	false	ADJ
cana-802	230	28	negatives	negative	NOUN
cana-802	230	29	.	.	PUNCT
cana-802	231	1	communications	communication	NOUN
cana-802	231	2	on	on	ADP
cana-802	231	3	applied	apply	VERB
cana-802	231	4	nonlinear	nonlinear	ADJ
cana-802	231	5	analysis	analysis	NOUN
cana-802	231	6	issn	issn	NOUN
cana-802	231	7	:	:	PUNCT
cana-802	231	8	1074	1074	NUM
cana-802	231	9	-	-	PUNCT
cana-802	231	10	133x	133x	NUM
cana-802	231	11	vol	vol	NOUN
cana-802	231	12	31	31	NUM
cana-802	231	13	no	no	NOUN
cana-802	231	14	.	.	PUNCT
cana-802	232	1	3s	3s	NUM
cana-802	232	2	(	(	PUNCT
cana-802	232	3	2024	2024	NUM
cana-802	232	4	)	)	PUNCT
cana-802	232	5	482	482	NUM
cana-802	232	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-802	232	7	figure	figure	NOUN
cana-802	232	8	5	5	NUM
cana-802	232	9	:	:	PUNCT
cana-802	232	10	comparison	comparison	NOUN
cana-802	232	11	of	of	ADP
cana-802	232	12	performance	performance	NOUN
cana-802	232	13	evaluation	evaluation	NOUN
cana-802	232	14	of	of	ADP
cana-802	232	15	various	various	ADJ
cana-802	232	16	models	model	NOUN
cana-802	232	17	vs	vs	ADP
cana-802	232	18	proposed	propose	VERB
cana-802	232	19	methodology	methodology	NOUN
cana-802	232	20	differential	differential	PROPN
cana-802	232	21	privacy	privacy	NOUN
cana-802	232	22	,	,	PUNCT
cana-802	232	23	a	a	DET
cana-802	232	24	privacy	privacy	NOUN
cana-802	232	25	-	-	PUNCT
cana-802	232	26	preserving	preserve	VERB
cana-802	232	27	feature	feature	NOUN
cana-802	232	28	meant	mean	VERB
cana-802	232	29	to	to	PART
cana-802	232	30	keep	keep	VERB
cana-802	232	31	private	private	ADJ
cana-802	232	32	data	datum	NOUN
cana-802	232	33	safe	safe	ADJ
cana-802	232	34	while	while	SCONJ
cana-802	232	35	the	the	DET
cana-802	232	36	model	model	NOUN
cana-802	232	37	is	be	AUX
cana-802	232	38	being	be	AUX
cana-802	232	39	trained	train	VERB
cana-802	232	40	,	,	PUNCT
cana-802	232	41	gets	get	VERB
cana-802	232	42	high	high	ADJ
cana-802	232	43	marks	mark	NOUN
cana-802	232	44	in	in	ADP
cana-802	232	45	most	most	ADJ
cana-802	232	46	evaluation	evaluation	NOUN
cana-802	232	47	criteria	criterion	NOUN
cana-802	232	48	.	.	PUNCT
cana-802	233	1	differential	differential	ADJ
cana-802	233	2	privacy	privacy	NOUN
cana-802	233	3	has	have	VERB
cana-802	233	4	about	about	ADV
cana-802	233	5	the	the	DET
cana-802	233	6	same	same	ADJ
cana-802	233	7	level	level	NOUN
cana-802	233	8	of	of	ADP
cana-802	233	9	precision	precision	NOUN
cana-802	233	10	,	,	PUNCT
cana-802	233	11	sensitivity	sensitivity	NOUN
cana-802	233	12	,	,	PUNCT
cana-802	233	13	and	and	CCONJ
cana-802	233	14	specificity	specificity	NOUN
cana-802	233	15	as	as	ADP
cana-802	233	16	ensemble	ensemble	ADJ
cana-802	233	17	defense	defense	NOUN
cana-802	233	18	,	,	PUNCT
cana-802	233	19	even	even	ADV
cana-802	233	20	though	though	SCONJ
cana-802	233	21	its	its	PRON
cana-802	233	22	f1	f1	PROPN
cana-802	233	23	score	score	NOUN
cana-802	233	24	,	,	PUNCT
cana-802	233	25	accuracy	accuracy	NOUN
cana-802	233	26	,	,	PUNCT
cana-802	233	27	and	and	CCONJ
cana-802	233	28	auc	auc	NOUN
cana-802	233	29	are	be	AUX
cana-802	233	30	a	a	DET
cana-802	233	31	little	little	ADV
cana-802	233	32	lower	low	ADJ
cana-802	233	33	,	,	PUNCT
cana-802	233	34	shown	show	VERB
cana-802	233	35	in	in	ADP
cana-802	233	36	figure	figure	NOUN
cana-802	233	37	5	5	NUM
cana-802	233	38	.	.	PUNCT
cana-802	234	1	this	this	PRON
cana-802	234	2	means	mean	VERB
cana-802	234	3	that	that	SCONJ
cana-802	234	4	differential	differential	ADJ
cana-802	234	5	privacy	privacy	NOUN
cana-802	234	6	is	be	AUX
cana-802	234	7	still	still	ADV
cana-802	234	8	a	a	DET
cana-802	234	9	good	good	ADJ
cana-802	234	10	way	way	NOUN
cana-802	234	11	to	to	PART
cana-802	234	12	protect	protect	VERB
cana-802	234	13	against	against	ADP
cana-802	234	14	aml	aml	PROPN
cana-802	234	15	threats	threat	NOUN
cana-802	234	16	,	,	PUNCT
cana-802	234	17	even	even	ADV
cana-802	234	18	though	though	SCONJ
cana-802	234	19	it	it	PRON
cana-802	234	20	's	be	AUX
cana-802	234	21	not	not	PART
cana-802	234	22	as	as	ADV
cana-802	234	23	good	good	ADJ
cana-802	234	24	as	as	ADP
cana-802	234	25	ensemble	ensemble	ADJ
cana-802	234	26	defense	defense	NOUN
cana-802	234	27	.	.	PUNCT
cana-802	235	1	the	the	DET
cana-802	235	2	suggested	suggest	VERB
cana-802	235	3	method	method	NOUN
cana-802	235	4	,	,	PUNCT
cana-802	235	5	which	which	PRON
cana-802	235	6	probably	probably	ADV
cana-802	235	7	combines	combine	VERB
cana-802	235	8	a	a	DET
cana-802	235	9	number	number	NOUN
cana-802	235	10	of	of	ADP
cana-802	235	11	different	different	ADJ
cana-802	235	12	defense	defense	NOUN
cana-802	235	13	systems	system	NOUN
cana-802	235	14	and	and	CCONJ
cana-802	235	15	strategic	strategic	ADJ
cana-802	235	16	factors	factor	NOUN
cana-802	235	17	,	,	PUNCT
cana-802	235	18	comes	come	VERB
cana-802	235	19	out	out	ADP
cana-802	235	20	on	on	ADP
cana-802	235	21	top	top	NOUN
cana-802	235	22	in	in	ADP
cana-802	235	23	every	every	DET
cana-802	235	24	evaluation	evaluation	NOUN
cana-802	235	25	criterion	criterion	NOUN
cana-802	235	26	.	.	PUNCT
cana-802	236	1	the	the	DET
cana-802	236	2	table	table	NOUN
cana-802	236	3	(	(	PUNCT
cana-802	236	4	4	4	X
cana-802	236	5	)	)	PUNCT
cana-802	236	6	shows	show	VERB
cana-802	236	7	that	that	SCONJ
cana-802	236	8	the	the	DET
cana-802	236	9	suggested	suggest	VERB
cana-802	236	10	method	method	NOUN
cana-802	236	11	does	do	VERB
cana-802	236	12	a	a	DET
cana-802	236	13	better	well	ADJ
cana-802	236	14	job	job	NOUN
cana-802	236	15	of	of	ADP
cana-802	236	16	stopping	stop	VERB
cana-802	236	17	aml	aml	NOUN
cana-802	236	18	attacks	attack	NOUN
cana-802	236	19	and	and	CCONJ
cana-802	236	20	online	online	ADJ
cana-802	236	21	risks	risk	NOUN
cana-802	236	22	,	,	PUNCT
cana-802	236	23	with	with	ADP
cana-802	236	24	an	an	DET
cana-802	236	25	f1	f1	ADJ
cana-802	236	26	score	score	NOUN
cana-802	236	27	of	of	ADP
cana-802	236	28	95	95	NUM
cana-802	236	29	%	%	NOUN
cana-802	236	30	,	,	PUNCT
cana-802	236	31	an	an	DET
cana-802	236	32	accuracy	accuracy	NOUN
cana-802	236	33	score	score	NOUN
cana-802	236	34	of	of	ADP
cana-802	236	35	92	92	NUM
cana-802	236	36	%	%	NOUN
cana-802	236	37	,	,	PUNCT
cana-802	236	38	a	a	DET
cana-802	236	39	precision	precision	NOUN
cana-802	236	40	score	score	NOUN
cana-802	236	41	of	of	ADP
cana-802	236	42	88	88	NUM
cana-802	236	43	%	%	NOUN
cana-802	236	44	,	,	PUNCT
cana-802	236	45	and	and	CCONJ
cana-802	236	46	an	an	DET
cana-802	236	47	auc	auc	ADJ
cana-802	236	48	score	score	NOUN
cana-802	236	49	of	of	ADP
cana-802	236	50	92	92	NUM
cana-802	236	51	%	%	NOUN
cana-802	236	52	.	.	PUNCT
cana-802	237	1	it	it	PRON
cana-802	237	2	also	also	ADV
cana-802	237	3	gets	get	VERB
cana-802	237	4	a	a	DET
cana-802	237	5	balance	balance	NOUN
cana-802	237	6	between	between	ADP
cana-802	237	7	sensitivity	sensitivity	NOUN
cana-802	237	8	and	and	CCONJ
cana-802	237	9	precision	precision	NOUN
cana-802	237	10	,	,	PUNCT
cana-802	237	11	which	which	PRON
cana-802	237	12	shows	show	VERB
cana-802	237	13	that	that	SCONJ
cana-802	237	14	it	it	PRON
cana-802	237	15	can	can	AUX
cana-802	237	16	correctly	correctly	ADV
cana-802	237	17	identify	identify	VERB
cana-802	237	18	both	both	DET
cana-802	237	19	true	true	ADJ
cana-802	237	20	positive	positive	ADJ
cana-802	237	21	and	and	CCONJ
cana-802	237	22	true	true	ADJ
cana-802	237	23	negative	negative	ADJ
cana-802	237	24	cases	case	NOUN
cana-802	237	25	.	.	PUNCT
cana-802	238	1	the	the	DET
cana-802	238	2	figure	figure	NOUN
cana-802	238	3	(	(	PUNCT
cana-802	238	4	4	4	NUM
cana-802	238	5	)	)	PUNCT
cana-802	238	6	shows	show	VERB
cana-802	238	7	a	a	DET
cana-802	238	8	bar	bar	NOUN
cana-802	238	9	graph	graph	NOUN
cana-802	238	10	that	that	PRON
cana-802	238	11	shows	show	VERB
cana-802	238	12	the	the	DET
cana-802	238	13	escape	escape	NOUN
cana-802	238	14	attack	attack	NOUN
cana-802	238	15	success	success	NOUN
cana-802	238	16	rate	rate	NOUN
cana-802	238	17	(	(	PUNCT
cana-802	238	18	%	%	INTJ
cana-802	238	19	)	)	PUNCT
cana-802	238	20	for	for	ADP
cana-802	238	21	different	different	ADJ
cana-802	238	22	cybersecurity	cybersecurity	NOUN
cana-802	238	23	defense	defense	NOUN
cana-802	238	24	strategies	strategy	NOUN
cana-802	238	25	and	and	CCONJ
cana-802	238	26	frameworks	framework	NOUN
cana-802	238	27	.	.	PUNCT
cana-802	239	1	there	there	PRON
cana-802	239	2	are	be	VERB
cana-802	239	3	different	different	ADJ
cana-802	239	4	defense	defense	NOUN
cana-802	239	5	strategies	strategy	NOUN
cana-802	239	6	or	or	CCONJ
cana-802	239	7	frameworks	framework	NOUN
cana-802	239	8	shown	show	VERB
cana-802	239	9	by	by	ADP
cana-802	239	10	each	each	DET
cana-802	239	11	bar	bar	NOUN
cana-802	239	12	.	.	PUNCT
cana-802	240	1	these	these	PRON
cana-802	240	2	include	include	VERB
cana-802	240	3	the	the	DET
cana-802	240	4	baseline	baseline	NOUN
cana-802	240	5	model	model	NOUN
cana-802	240	6	,	,	PUNCT
cana-802	240	7	hostile	hostile	ADJ
cana-802	240	8	training	training	NOUN
cana-802	240	9	,	,	PUNCT
cana-802	240	10	ensemble	ensemble	ADJ
cana-802	240	11	defense	defense	NOUN
cana-802	240	12	,	,	PUNCT
cana-802	240	13	and	and	CCONJ
cana-802	240	14	differential	differential	PROPN
cana-802	240	15	privacy	privacy	NOUN
cana-802	240	16	.	.	PUNCT
cana-802	241	1	the	the	DET
cana-802	241	2	height	height	NOUN
cana-802	241	3	of	of	ADP
cana-802	241	4	each	each	DET
cana-802	241	5	bar	bar	NOUN
cana-802	241	6	shows	show	VERB
cana-802	241	7	how	how	SCONJ
cana-802	241	8	often	often	ADV
cana-802	241	9	an	an	DET
cana-802	241	10	escape	escape	NOUN
cana-802	241	11	attack	attack	NOUN
cana-802	241	12	works	work	VERB
cana-802	241	13	with	with	ADP
cana-802	241	14	that	that	DET
cana-802	241	15	defense	defense	NOUN
cana-802	241	16	plan	plan	NOUN
cana-802	241	17	or	or	CCONJ
cana-802	241	18	scheme	scheme	NOUN
cana-802	241	19	.	.	PUNCT
cana-802	242	1	the	the	DET
cana-802	242	2	range	range	NOUN
cana-802	242	3	is	be	AUX
cana-802	242	4	from	from	ADP
cana-802	242	5	0	0	NUM
cana-802	242	6	%	%	NOUN
cana-802	242	7	to	to	PART
cana-802	242	8	85	85	NUM
cana-802	242	9	%	%	NOUN
cana-802	242	10	.	.	PUNCT
cana-802	243	1	notably	notably	ADV
cana-802	243	2	,	,	PUNCT
cana-802	243	3	the	the	DET
cana-802	243	4	basic	basic	ADJ
cana-802	243	5	model	model	NOUN
cana-802	243	6	has	have	VERB
cana-802	243	7	the	the	DET
cana-802	243	8	highest	high	ADJ
cana-802	243	9	success	success	NOUN
cana-802	243	10	rate	rate	NOUN
cana-802	243	11	for	for	ADP
cana-802	243	12	escape	escape	NOUN
cana-802	243	13	attacks	attack	NOUN
cana-802	243	14	,	,	PUNCT
cana-802	243	15	at	at	ADP
cana-802	243	16	85	85	NUM
cana-802	243	17	%	%	NOUN
cana-802	243	18	.	.	PUNCT
cana-802	244	1	this	this	PRON
cana-802	244	2	means	mean	VERB
cana-802	244	3	that	that	SCONJ
cana-802	244	4	15	15	NUM
cana-802	244	5	%	%	NOUN
cana-802	244	6	of	of	ADP
cana-802	244	7	attempts	attempt	NOUN
cana-802	244	8	to	to	PART
cana-802	244	9	get	get	VERB
cana-802	244	10	around	around	ADP
cana-802	244	11	its	its	PRON
cana-802	244	12	defenses	defense	NOUN
cana-802	244	13	are	be	AUX
cana-802	244	14	successful	successful	ADJ
cana-802	244	15	.	.	PUNCT
cana-802	245	1	on	on	ADP
cana-802	245	2	the	the	DET
cana-802	245	3	other	other	ADJ
cana-802	245	4	hand	hand	NOUN
cana-802	245	5	,	,	PUNCT
cana-802	245	6	20	20	NUM
cana-802	245	7	%	%	NOUN
cana-802	245	8	and	and	CCONJ
cana-802	245	9	10	10	NUM
cana-802	245	10	%	%	NOUN
cana-802	245	11	,	,	PUNCT
cana-802	245	12	respectively	respectively	ADV
cana-802	245	13	,	,	PUNCT
cana-802	245	14	of	of	ADP
cana-802	245	15	evasion	evasion	NOUN
cana-802	245	16	attacks	attack	NOUN
cana-802	245	17	succeed	succeed	VERB
cana-802	245	18	with	with	ADP
cana-802	245	19	antagonistic	antagonistic	ADJ
cana-802	245	20	training	training	NOUN
cana-802	245	21	and	and	CCONJ
cana-802	245	22	ensemble	ensemble	ADJ
cana-802	245	23	defense	defense	NOUN
cana-802	245	24	,	,	PUNCT
cana-802	245	25	showing	show	VERB
cana-802	245	26	that	that	SCONJ
cana-802	245	27	these	these	DET
cana-802	245	28	methods	method	NOUN
cana-802	245	29	make	make	VERB
cana-802	245	30	it	it	PRON
cana-802	245	31	easier	easy	ADJ
cana-802	245	32	to	to	PART
cana-802	245	33	defend	defend	VERB
cana-802	245	34	against	against	ADP
cana-802	245	35	evasion	evasion	NOUN
cana-802	245	36	attacks	attack	NOUN
cana-802	245	37	.	.	PUNCT
cana-802	246	1	the	the	DET
cana-802	246	2	fact	fact	NOUN
cana-802	246	3	that	that	SCONJ
cana-802	246	4	differential	differential	ADJ
cana-802	246	5	privacy	privacy	NOUN
cana-802	246	6	has	have	AUX
cana-802	246	7	a	a	DET
cana-802	246	8	modest	modest	ADJ
cana-802	246	9	escape	escape	NOUN
cana-802	246	10	attack	attack	NOUN
cana-802	246	11	success	success	NOUN
cana-802	246	12	rate	rate	NOUN
cana-802	246	13	of	of	ADP
cana-802	246	14	40	40	NUM
cana-802	246	15	%	%	NOUN
cana-802	246	16	shows	show	VERB
cana-802	246	17	how	how	SCONJ
cana-802	246	18	well	well	ADV
cana-802	246	19	it	it	PRON
cana-802	246	20	works	work	VERB
cana-802	246	21	to	to	PART
cana-802	246	22	stop	stop	VERB
cana-802	246	23	these	these	DET
cana-802	246	24	kinds	kind	NOUN
cana-802	246	25	of	of	ADP
cana-802	246	26	attacks	attack	NOUN
cana-802	246	27	.	.	PUNCT
cana-802	247	1	the	the	DET
cana-802	247	2	game	game	NOUN
cana-802	247	3	-	-	PUNCT
cana-802	247	4	theoretic	theoretic	NOUN
cana-802	247	5	framework	framework	NOUN
cana-802	247	6	bar	bar	NOUN
cana-802	247	7	says	say	VERB
cana-802	247	8	"	"	PUNCT
cana-802	247	9	not	not	PART
cana-802	247	10	applicable	applicable	ADJ
cana-802	247	11	"	"	PUNCT
cana-802	247	12	(	(	PUNCT
cana-802	247	13	n	n	CCONJ
cana-802	247	14	/	/	SYM
cana-802	247	15	a	a	NOUN
cana-802	247	16	)	)	PUNCT
cana-802	247	17	,	,	PUNCT
cana-802	247	18	which	which	PRON
cana-802	247	19	means	mean	VERB
cana-802	247	20	that	that	SCONJ
cana-802	247	21	there	there	PRON
cana-802	247	22	is	be	VERB
cana-802	247	23	no	no	DET
cana-802	247	24	data	datum	NOUN
cana-802	247	25	on	on	ADP
cana-802	247	26	the	the	DET
cana-802	247	27	success	success	NOUN
cana-802	247	28	rate	rate	NOUN
cana-802	247	29	of	of	ADP
cana-802	247	30	escape	escape	NOUN
cana-802	247	31	attacks	attack	NOUN
cana-802	247	32	for	for	ADP
cana-802	247	33	this	this	DET
cana-802	247	34	defense	defense	NOUN
cana-802	247	35	plan	plan	NOUN
cana-802	247	36	.	.	PUNCT
cana-802	248	1	in	in	ADP
cana-802	248	2	general	general	ADJ
cana-802	248	3	,	,	PUNCT
cana-802	248	4	the	the	DET
cana-802	248	5	bar	bar	NOUN
cana-802	248	6	graph	graph	NOUN
cana-802	248	7	shows	show	VERB
cana-802	248	8	how	how	SCONJ
cana-802	248	9	successful	successful	ADJ
cana-802	248	10	escape	escape	NOUN
cana-802	248	11	attacks	attack	NOUN
cana-802	248	12	are	be	AUX
cana-802	248	13	against	against	ADP
cana-802	248	14	various	various	ADJ
cana-802	248	15	defense	defense	NOUN
cana-802	248	16	strategies	strategy	NOUN
cana-802	248	17	and	and	CCONJ
cana-802	248	18	frameworks	framework	NOUN
cana-802	248	19	,	,	PUNCT
cana-802	248	20	which	which	PRON
cana-802	248	21	helps	help	VERB
cana-802	248	22	in	in	ADP
cana-802	248	23	judging	judge	VERB
cana-802	248	24	how	how	SCONJ
cana-802	248	25	well	well	ADV
cana-802	248	26	they	they	PRON
cana-802	248	27	protect	protect	VERB
cana-802	248	28	against	against	ADP
cana-802	248	29	hostile	hostile	ADJ
cana-802	248	30	threats	threat	NOUN
cana-802	248	31	.	.	PUNCT
cana-802	249	1	communications	communication	NOUN
cana-802	249	2	on	on	ADP
cana-802	249	3	applied	apply	VERB
cana-802	249	4	nonlinear	nonlinear	ADJ
cana-802	249	5	analysis	analysis	NOUN
cana-802	249	6	issn	issn	NOUN
cana-802	249	7	:	:	PUNCT
cana-802	249	8	1074	1074	NUM
cana-802	249	9	-	-	PUNCT
cana-802	249	10	133x	133x	NUM
cana-802	249	11	vol	vol	NOUN
cana-802	249	12	31	31	NUM
cana-802	249	13	no	no	NOUN
cana-802	249	14	.	.	PUNCT
cana-802	250	1	3s	3s	NUM
cana-802	250	2	(	(	PUNCT
cana-802	250	3	2024	2024	NUM
cana-802	250	4	)	)	PUNCT
cana-802	250	5	483	483	NUM
cana-802	250	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-802	250	7	figure	figure	NOUN
cana-802	250	8	6	6	NUM
cana-802	250	9	:	:	PUNCT
cana-802	250	10	evaluation	evaluation	NOUN
cana-802	250	11	parameter	parameter	NOUN
cana-802	250	12	for	for	ADP
cana-802	250	13	proposed	propose	VERB
cana-802	250	14	methodology	methodology	NOUN
cana-802	250	15	figure	figure	NOUN
cana-802	250	16	6	6	NUM
cana-802	250	17	shows	show	VERB
cana-802	250	18	a	a	DET
cana-802	250	19	line	line	NOUN
cana-802	250	20	graph	graph	NOUN
cana-802	250	21	that	that	PRON
cana-802	250	22	shows	show	VERB
cana-802	250	23	the	the	DET
cana-802	250	24	evaluation	evaluation	NOUN
cana-802	250	25	criteria	criterion	NOUN
cana-802	250	26	for	for	ADP
cana-802	250	27	the	the	DET
cana-802	250	28	suggested	suggest	VERB
cana-802	250	29	method	method	NOUN
cana-802	250	30	in	in	ADP
cana-802	250	31	the	the	DET
cana-802	250	32	context	context	NOUN
cana-802	250	33	of	of	ADP
cana-802	250	34	hacking	hack	VERB
cana-802	250	35	defense	defense	NOUN
cana-802	250	36	strategies	strategy	NOUN
cana-802	250	37	.	.	PUNCT
cana-802	251	1	there	there	PRON
cana-802	251	2	are	be	VERB
cana-802	251	3	different	different	ADJ
cana-802	251	4	evaluation	evaluation	NOUN
cana-802	251	5	parameters	parameter	NOUN
cana-802	251	6	on	on	ADP
cana-802	251	7	the	the	DET
cana-802	251	8	line	line	NOUN
cana-802	251	9	,	,	PUNCT
cana-802	251	10	such	such	ADJ
cana-802	251	11	as	as	ADP
cana-802	251	12	f1	f1	NOUN
cana-802	251	13	score	score	NOUN
cana-802	251	14	(	(	PUNCT
cana-802	251	15	%	%	INTJ
cana-802	251	16	)	)	PUNCT
cana-802	251	17	,	,	PUNCT
cana-802	251	18	accuracy	accuracy	NOUN
cana-802	251	19	(	(	PUNCT
cana-802	251	20	%	%	NOUN
cana-802	251	21	)	)	PUNCT
cana-802	251	22	,	,	PUNCT
cana-802	251	23	precision	precision	NOUN
cana-802	251	24	(	(	PUNCT
cana-802	251	25	%	%	NOUN
cana-802	251	26	)	)	PUNCT
cana-802	251	27	,	,	PUNCT
cana-802	251	28	auc	auc	X
cana-802	251	29	(	(	PUNCT
cana-802	251	30	%	%	NOUN
cana-802	251	31	)	)	PUNCT
cana-802	251	32	,	,	PUNCT
cana-802	251	33	sensitivity	sensitivity	NOUN
cana-802	251	34	(	(	PUNCT
cana-802	251	35	%	%	NOUN
cana-802	251	36	)	)	PUNCT
cana-802	251	37	,	,	PUNCT
cana-802	251	38	and	and	CCONJ
cana-802	251	39	specificity	specificity	NOUN
cana-802	251	40	(	(	PUNCT
cana-802	251	41	%	%	NOUN
cana-802	251	42	)	)	PUNCT
cana-802	251	43	.	.	PUNCT
cana-802	252	1	these	these	DET
cana-802	252	2	factors	factor	NOUN
cana-802	252	3	are	be	AUX
cana-802	252	4	basic	basic	ADJ
cana-802	252	5	measurements	measurement	NOUN
cana-802	252	6	used	use	VERB
cana-802	252	7	to	to	PART
cana-802	252	8	judge	judge	VERB
cana-802	252	9	how	how	SCONJ
cana-802	252	10	well	well	ADV
cana-802	252	11	and	and	CCONJ
cana-802	252	12	how	how	SCONJ
cana-802	252	13	well	well	ADV
cana-802	252	14	these	these	DET
cana-802	252	15	hacking	hack	VERB
cana-802	252	16	defenses	defense	NOUN
cana-802	252	17	work	work	VERB
cana-802	252	18	.	.	PUNCT
cana-802	253	1	to	to	PART
cana-802	253	2	begin	begin	VERB
cana-802	253	3	,	,	PUNCT
cana-802	253	4	the	the	DET
cana-802	253	5	suggested	suggest	VERB
cana-802	253	6	method	method	NOUN
cana-802	253	7	gets	get	VERB
cana-802	253	8	an	an	DET
cana-802	253	9	amazing	amazing	ADJ
cana-802	253	10	score	score	NOUN
cana-802	253	11	of	of	ADP
cana-802	253	12	95	95	NUM
cana-802	253	13	%	%	NOUN
cana-802	253	14	on	on	ADP
cana-802	253	15	the	the	DET
cana-802	253	16	f1	f1	NOUN
cana-802	253	17	score	score	NOUN
cana-802	253	18	(	(	PUNCT
cana-802	253	19	%	%	INTJ
cana-802	253	20	)	)	PUNCT
cana-802	253	21	,	,	PUNCT
cana-802	253	22	which	which	PRON
cana-802	253	23	is	be	AUX
cana-802	253	24	the	the	DET
cana-802	253	25	harmonic	harmonic	ADJ
cana-802	253	26	mean	mean	NOUN
cana-802	253	27	of	of	ADP
cana-802	253	28	accuracy	accuracy	NOUN
cana-802	253	29	and	and	CCONJ
cana-802	253	30	memory	memory	NOUN
cana-802	253	31	.	.	PUNCT
cana-802	254	1	this	this	PRON
cana-802	254	2	shows	show	VERB
cana-802	254	3	that	that	SCONJ
cana-802	254	4	there	there	PRON
cana-802	254	5	is	be	VERB
cana-802	254	6	a	a	DET
cana-802	254	7	good	good	ADJ
cana-802	254	8	mix	mix	NOUN
cana-802	254	9	between	between	ADP
cana-802	254	10	accuracy	accuracy	NOUN
cana-802	254	11	(	(	PUNCT
cana-802	254	12	the	the	DET
cana-802	254	13	ability	ability	NOUN
cana-802	254	14	to	to	PART
cana-802	254	15	find	find	VERB
cana-802	254	16	true	true	ADJ
cana-802	254	17	positives	positive	NOUN
cana-802	254	18	)	)	PUNCT
cana-802	254	19	and	and	CCONJ
cana-802	254	20	memory	memory	NOUN
cana-802	254	21	(	(	PUNCT
cana-802	254	22	the	the	DET
cana-802	254	23	ability	ability	NOUN
cana-802	254	24	to	to	PART
cana-802	254	25	find	find	VERB
cana-802	254	26	right	right	ADJ
cana-802	254	27	positives	positive	NOUN
cana-802	254	28	)	)	PUNCT
cana-802	254	29	.	.	PUNCT
cana-802	255	1	an	an	DET
cana-802	255	2	accuracy	accuracy	NOUN
cana-802	255	3	rate	rate	NOUN
cana-802	255	4	of	of	ADP
cana-802	255	5	92	92	NUM
cana-802	255	6	%	%	NOUN
cana-802	255	7	indicates	indicate	VERB
cana-802	255	8	that	that	SCONJ
cana-802	255	9	the	the	DET
cana-802	255	10	suggested	suggest	VERB
cana-802	255	11	method	method	NOUN
cana-802	255	12	correctly	correctly	ADV
cana-802	255	13	labels	label	VERB
cana-802	255	14	a	a	DET
cana-802	255	15	substantial	substantial	ADJ
cana-802	255	16	number	number	NOUN
cana-802	255	17	of	of	ADP
cana-802	255	18	instances	instance	NOUN
cana-802	255	19	,	,	PUNCT
cana-802	255	20	showing	show	VERB
cana-802	255	21	that	that	SCONJ
cana-802	255	22	it	it	PRON
cana-802	255	23	is	be	AUX
cana-802	255	24	generally	generally	ADV
cana-802	255	25	good	good	ADJ
cana-802	255	26	at	at	ADP
cana-802	255	27	predicting	predict	VERB
cana-802	255	28	both	both	CCONJ
cana-802	255	29	positive	positive	ADJ
cana-802	255	30	and	and	CCONJ
cana-802	255	31	negative	negative	ADJ
cana-802	255	32	instances	instance	NOUN
cana-802	255	33	.	.	PUNCT
cana-802	256	1	the	the	DET
cana-802	256	2	precision	precision	NOUN
cana-802	256	3	(	(	PUNCT
cana-802	256	4	%	%	INTJ
cana-802	256	5	)	)	PUNCT
cana-802	256	6	of	of	ADP
cana-802	256	7	88	88	NUM
cana-802	256	8	%	%	NOUN
cana-802	256	9	shows	show	VERB
cana-802	256	10	how	how	SCONJ
cana-802	256	11	many	many	ADJ
cana-802	256	12	true	true	ADJ
cana-802	256	13	positive	positive	ADJ
cana-802	256	14	predictions	prediction	NOUN
cana-802	256	15	the	the	DET
cana-802	256	16	suggested	suggest	VERB
cana-802	256	17	method	method	NOUN
cana-802	256	18	made	make	VERB
cana-802	256	19	out	out	ADP
cana-802	256	20	of	of	ADP
cana-802	256	21	all	all	DET
cana-802	256	22	positive	positive	ADJ
cana-802	256	23	predictions	prediction	NOUN
cana-802	256	24	.	.	PUNCT
cana-802	257	1	this	this	DET
cana-802	257	2	measure	measure	NOUN
cana-802	257	3	is	be	AUX
cana-802	257	4	very	very	ADV
cana-802	257	5	important	important	ADJ
cana-802	257	6	when	when	SCONJ
cana-802	257	7	reducing	reduce	VERB
cana-802	257	8	false	false	ADJ
cana-802	257	9	alarms	alarm	NOUN
cana-802	257	10	is	be	AUX
cana-802	257	11	important	important	ADJ
cana-802	257	12	to	to	PART
cana-802	257	13	avoid	avoid	VERB
cana-802	257	14	alerts	alert	NOUN
cana-802	257	15	or	or	CCONJ
cana-802	257	16	steps	step	NOUN
cana-802	257	17	that	that	PRON
cana-802	257	18	are	be	AUX
cana-802	257	19	n't	not	PART
cana-802	257	20	needed	need	VERB
cana-802	257	21	.	.	PUNCT
cana-802	258	1	the	the	DET
cana-802	258	2	auc	auc	NOUN
cana-802	258	3	(	(	PUNCT
cana-802	258	4	%	%	NOUN
cana-802	258	5	)	)	PUNCT
cana-802	258	6	of	of	ADP
cana-802	258	7	92	92	NUM
cana-802	258	8	%	%	NOUN
cana-802	258	9	also	also	ADV
cana-802	258	10	shows	show	VERB
cana-802	258	11	that	that	SCONJ
cana-802	258	12	the	the	DET
cana-802	258	13	suggested	suggest	VERB
cana-802	258	14	method	method	NOUN
cana-802	258	15	can	can	AUX
cana-802	258	16	clearly	clearly	ADV
cana-802	258	17	tell	tell	VERB
cana-802	258	18	the	the	DET
cana-802	258	19	difference	difference	NOUN
cana-802	258	20	between	between	ADP
cana-802	258	21	the	the	DET
cana-802	258	22	different	different	ADJ
cana-802	258	23	classes	class	NOUN
cana-802	258	24	,	,	PUNCT
cana-802	258	25	which	which	PRON
cana-802	258	26	makes	make	VERB
cana-802	258	27	it	it	PRON
cana-802	258	28	a	a	DET
cana-802	258	29	strong	strong	ADJ
cana-802	258	30	predictor	predictor	NOUN
cana-802	258	31	for	for	ADP
cana-802	258	32	defense	defense	NOUN
cana-802	258	33	uses	use	NOUN
cana-802	258	34	.	.	PUNCT
cana-802	259	1	the	the	DET
cana-802	259	2	90	90	NUM
cana-802	259	3	%	%	NOUN
cana-802	259	4	sensitivity	sensitivity	NOUN
cana-802	259	5	number	number	NOUN
cana-802	259	6	shows	show	VERB
cana-802	259	7	that	that	SCONJ
cana-802	259	8	the	the	DET
cana-802	259	9	suggested	suggest	VERB
cana-802	259	10	method	method	NOUN
cana-802	259	11	can	can	AUX
cana-802	259	12	correctly	correctly	ADV
cana-802	259	13	find	find	VERB
cana-802	259	14	true	true	ADJ
cana-802	259	15	positive	positive	ADJ
cana-802	259	16	cases	case	NOUN
cana-802	259	17	,	,	PUNCT
cana-802	259	18	and	and	CCONJ
cana-802	259	19	the	the	DET
cana-802	259	20	85	85	NUM
cana-802	259	21	%	%	NOUN
cana-802	259	22	specificity	specificity	NOUN
cana-802	259	23	number	number	NOUN
cana-802	259	24	shows	show	VERB
cana-802	259	25	that	that	SCONJ
cana-802	259	26	it	it	PRON
cana-802	259	27	can	can	AUX
cana-802	259	28	correctly	correctly	ADV
cana-802	259	29	find	find	VERB
cana-802	259	30	true	true	ADJ
cana-802	259	31	negative	negative	ADJ
cana-802	259	32	cases	case	NOUN
cana-802	259	33	.	.	PUNCT
cana-802	260	1	these	these	DET
cana-802	260	2	measures	measure	NOUN
cana-802	260	3	show	show	VERB
cana-802	260	4	that	that	SCONJ
cana-802	260	5	the	the	DET
cana-802	260	6	suggested	suggest	VERB
cana-802	260	7	method	method	NOUN
cana-802	260	8	is	be	AUX
cana-802	260	9	good	good	ADJ
cana-802	260	10	at	at	ADP
cana-802	260	11	finding	find	VERB
cana-802	260	12	and	and	CCONJ
cana-802	260	13	correctly	correctly	ADV
cana-802	260	14	labeling	labeling	NOUN
cana-802	260	15	cases	case	NOUN
cana-802	260	16	of	of	ADP
cana-802	260	17	interest	interest	NOUN
cana-802	260	18	while	while	SCONJ
cana-802	260	19	reducing	reduce	VERB
cana-802	260	20	the	the	DET
cana-802	260	21	number	number	NOUN
cana-802	260	22	of	of	ADP
cana-802	260	23	fake	fake	ADJ
cana-802	260	24	positives	positive	NOUN
cana-802	260	25	and	and	CCONJ
cana-802	260	26	negatives	negative	NOUN
cana-802	260	27	.	.	PUNCT
cana-802	261	1	table	table	NOUN
cana-802	261	2	5	5	NUM
cana-802	261	3	:	:	PUNCT
cana-802	261	4	comparison	comparison	NOUN
cana-802	261	5	various	various	ADJ
cana-802	261	6	defence	defence	NOUN
cana-802	261	7	strategies	strategy	NOUN
cana-802	261	8	and	and	CCONJ
cana-802	261	9	frameworks	framework	NOUN
cana-802	261	10	defense	defense	NOUN
cana-802	261	11	strategy	strategy	NOUN
cana-802	261	12	/	/	SYM
cana-802	261	13	framework	framework	NOUN
cana-802	261	14	defense	defense	NOUN
cana-802	261	15	effectiveness	effectiveness	NOUN
cana-802	261	16	resource	resource	NOUN
cana-802	261	17	requirements	requirement	NOUN
cana-802	261	18	adaptability	adaptability	NOUN
cana-802	261	19	to	to	ADP
cana-802	261	20	dynamic	dynamic	ADJ
cana-802	261	21	threat	threat	NOUN
cana-802	261	22	landscapes	landscape	NOUN
cana-802	261	23	baseline	baseline	VERB
cana-802	261	24	model	model	PROPN
cana-802	261	25	moderate	moderate	ADJ
cana-802	261	26	low	low	ADJ
cana-802	261	27	limited	limited	ADJ
cana-802	261	28	adversarial	adversarial	ADJ
cana-802	261	29	training	training	NOUN
cana-802	261	30	high	high	ADJ
cana-802	261	31	moderate	moderate	ADJ
cana-802	261	32	moderate	moderate	ADJ
cana-802	261	33	ensemble	ensemble	ADJ
cana-802	261	34	defense	defense	NOUN
cana-802	261	35	very	very	ADV
cana-802	261	36	high	high	ADJ
cana-802	261	37	high	high	ADJ
cana-802	261	38	high	high	ADJ
cana-802	261	39	differential	differential	NOUN
cana-802	261	40	privacy	privacy	NOUN
cana-802	261	41	moderate	moderate	ADJ
cana-802	261	42	moderate	moderate	ADJ
cana-802	261	43	moderate	moderate	ADJ
cana-802	261	44	game	game	NOUN
cana-802	261	45	-	-	PUNCT
cana-802	261	46	theoretic	theoretic	NOUN
cana-802	261	47	framework	framework	NOUN
cana-802	261	48	high	high	ADV
cana-802	261	49	high	high	ADJ
cana-802	261	50	very	very	ADV
cana-802	261	51	high	high	ADJ
cana-802	261	52	the	the	DET
cana-802	261	53	table	table	NOUN
cana-802	261	54	5	5	NUM
cana-802	261	55	,	,	PUNCT
cana-802	261	56	compares	compare	VERB
cana-802	261	57	different	different	ADJ
cana-802	261	58	defense	defense	NOUN
cana-802	261	59	strategies	strategy	NOUN
cana-802	261	60	and	and	CCONJ
cana-802	261	61	frameworks	framework	NOUN
cana-802	261	62	based	base	VERB
cana-802	261	63	on	on	ADP
cana-802	261	64	how	how	SCONJ
cana-802	261	65	well	well	ADV
cana-802	261	66	they	they	PRON
cana-802	261	67	protect	protect	VERB
cana-802	261	68	,	,	PUNCT
cana-802	261	69	how	how	SCONJ
cana-802	261	70	many	many	ADJ
cana-802	261	71	resources	resource	NOUN
cana-802	261	72	they	they	PRON
cana-802	261	73	need	need	VERB
cana-802	261	74	,	,	PUNCT
cana-802	261	75	and	and	CCONJ
cana-802	261	76	how	how	SCONJ
cana-802	261	77	well	well	ADV
cana-802	261	78	they	they	PRON
cana-802	261	79	can	can	AUX
cana-802	261	80	respond	respond	VERB
cana-802	261	81	to	to	ADP
cana-802	261	82	changing	change	VERB
cana-802	261	83	digital	digital	ADJ
cana-802	261	84	threat	threat	NOUN
cana-802	261	85	scenarios	scenario	NOUN
cana-802	261	86	.	.	PUNCT
cana-802	262	1	the	the	DET
cana-802	262	2	trade	trade	NOUN
cana-802	262	3	-	-	PUNCT
cana-802	262	4	offs	off	NOUN
cana-802	262	5	for	for	ADP
cana-802	262	6	each	each	DET
cana-802	262	7	defense	defense	NOUN
cana-802	262	8	plan	plan	NOUN
cana-802	262	9	are	be	AUX
cana-802	262	10	different	different	ADJ
cana-802	262	11	,	,	PUNCT
cana-802	262	12	and	and	CCONJ
cana-802	262	13	groups	group	NOUN
cana-802	262	14	that	that	PRON
cana-802	262	15	want	want	VERB
cana-802	262	16	to	to	PART
cana-802	262	17	improve	improve	VERB
cana-802	262	18	their	their	PRON
cana-802	262	19	security	security	NOUN
cana-802	262	20	should	should	AUX
cana-802	262	21	think	think	VERB
cana-802	262	22	about	about	ADP
cana-802	262	23	these	these	DET
cana-802	262	24	differences	difference	NOUN
cana-802	262	25	.	.	PUNCT
cana-802	263	1	starting	start	VERB
cana-802	263	2	with	with	ADP
cana-802	263	3	the	the	DET
cana-802	263	4	baseline	baseline	PROPN
cana-802	263	5	model	model	NOUN
cana-802	263	6	,	,	PUNCT
cana-802	263	7	it	it	PRON
cana-802	263	8	shows	show	VERB
cana-802	263	9	middling	middling	ADJ
cana-802	263	10	defense	defense	NOUN
cana-802	263	11	efficiency	efficiency	NOUN
cana-802	263	12	,	,	PUNCT
cana-802	263	13	showing	show	VERB
cana-802	263	14	a	a	DET
cana-802	263	15	basic	basic	ADJ
cana-802	263	16	level	level	NOUN
cana-802	263	17	of	of	ADP
cana-802	263	18	safety	safety	NOUN
cana-802	263	19	but	but	CCONJ
cana-802	263	20	not	not	PART
cana-802	263	21	being	be	AUX
cana-802	263	22	able	able	ADJ
cana-802	263	23	to	to	PART
cana-802	263	24	handle	handle	VERB
cana-802	263	25	complex	complex	ADJ
cana-802	263	26	hostile	hostile	ADJ
cana-802	263	27	attacks	attack	NOUN
cana-802	263	28	.	.	PUNCT
cana-802	264	1	this	this	DET
cana-802	264	2	communications	communication	NOUN
cana-802	264	3	on	on	ADP
cana-802	264	4	applied	apply	VERB
cana-802	264	5	nonlinear	nonlinear	ADJ
cana-802	264	6	analysis	analysis	NOUN
cana-802	264	7	issn	issn	NOUN
cana-802	264	8	:	:	PUNCT
cana-802	264	9	1074	1074	NUM
cana-802	264	10	-	-	PUNCT
cana-802	264	11	133x	133x	NUM
cana-802	264	12	vol	vol	NOUN
cana-802	264	13	31	31	NUM
cana-802	264	14	no	no	NOUN
cana-802	264	15	.	.	PUNCT
cana-802	265	1	3s	3s	NUM
cana-802	265	2	(	(	PUNCT
cana-802	265	3	2024	2024	NUM
cana-802	265	4	)	)	PUNCT
cana-802	265	5	484	484	NUM
cana-802	265	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-802	265	7	model	model	NOUN
cana-802	265	8	is	be	AUX
cana-802	265	9	good	good	ADJ
cana-802	265	10	for	for	ADP
cana-802	265	11	static	static	ADJ
cana-802	265	12	cyber	cyber	NOUN
cana-802	265	13	settings	setting	NOUN
cana-802	265	14	because	because	SCONJ
cana-802	265	15	it	it	PRON
cana-802	265	16	does	do	AUX
cana-802	265	17	n't	not	PART
cana-802	265	18	need	need	VERB
cana-802	265	19	many	many	ADJ
cana-802	265	20	resources	resource	NOUN
cana-802	265	21	,	,	PUNCT
cana-802	265	22	but	but	CCONJ
cana-802	265	23	it	it	PRON
cana-802	265	24	ca	can	AUX
cana-802	265	25	n't	not	PART
cana-802	265	26	change	change	VERB
cana-802	265	27	to	to	ADP
cana-802	265	28	changing	change	VERB
cana-802	265	29	danger	danger	NOUN
cana-802	265	30	areas	area	NOUN
cana-802	265	31	because	because	SCONJ
cana-802	265	32	it	it	PRON
cana-802	265	33	is	be	AUX
cana-802	265	34	static	static	ADJ
cana-802	265	35	.	.	PUNCT
cana-802	266	1	by	by	ADP
cana-802	266	2	using	use	VERB
cana-802	266	3	hostile	hostile	ADJ
cana-802	266	4	cases	case	NOUN
cana-802	266	5	during	during	ADP
cana-802	266	6	training	training	NOUN
cana-802	266	7	,	,	PUNCT
cana-802	266	8	hostile	hostile	ADJ
cana-802	266	9	training	training	NOUN
cana-802	266	10	,	,	PUNCT
cana-802	266	11	on	on	ADP
cana-802	266	12	the	the	DET
cana-802	266	13	other	other	ADJ
cana-802	266	14	hand	hand	NOUN
cana-802	266	15	,	,	PUNCT
cana-802	266	16	makes	make	VERB
cana-802	266	17	the	the	DET
cana-802	266	18	model	model	NOUN
cana-802	266	19	more	more	ADV
cana-802	266	20	resistant	resistant	ADJ
cana-802	266	21	to	to	ADP
cana-802	266	22	threats	threat	NOUN
cana-802	266	23	and	and	CCONJ
cana-802	266	24	provides	provide	VERB
cana-802	266	25	a	a	DET
cana-802	266	26	high	high	ADJ
cana-802	266	27	level	level	NOUN
cana-802	266	28	of	of	ADP
cana-802	266	29	defense	defense	NOUN
cana-802	266	30	.	.	PUNCT
cana-802	267	1	however	however	ADV
cana-802	267	2	,	,	PUNCT
cana-802	267	3	because	because	SCONJ
cana-802	267	4	it	it	PRON
cana-802	267	5	is	be	AUX
cana-802	267	6	flexible	flexible	ADJ
cana-802	267	7	and	and	CCONJ
cana-802	267	8	does	do	AUX
cana-802	267	9	n't	not	PART
cana-802	267	10	need	need	VERB
cana-802	267	11	a	a	DET
cana-802	267	12	lot	lot	NOUN
cana-802	267	13	of	of	ADP
cana-802	267	14	resources	resource	NOUN
cana-802	267	15	,	,	PUNCT
cana-802	267	16	it	it	PRON
cana-802	267	17	needs	need	VERB
cana-802	267	18	computing	compute	VERB
cana-802	267	19	power	power	NOUN
cana-802	267	20	and	and	CCONJ
cana-802	267	21	regular	regular	ADJ
cana-802	267	22	model	model	NOUN
cana-802	267	23	changes	change	NOUN
cana-802	267	24	to	to	PART
cana-802	267	25	keep	keep	VERB
cana-802	267	26	working	work	VERB
cana-802	267	27	against	against	ADP
cana-802	267	28	new	new	ADJ
cana-802	267	29	threats	threat	NOUN
cana-802	267	30	.	.	PUNCT
cana-802	268	1	ensemble	ensemble	ADJ
cana-802	268	2	defense	defense	NOUN
cana-802	268	3	stands	stand	VERB
cana-802	268	4	out	out	ADP
cana-802	268	5	as	as	ADP
cana-802	268	6	the	the	DET
cana-802	268	7	best	good	ADJ
cana-802	268	8	plan	plan	NOUN
cana-802	268	9	for	for	ADP
cana-802	268	10	defense	defense	NOUN
cana-802	268	11	because	because	SCONJ
cana-802	268	12	it	it	PRON
cana-802	268	13	uses	use	VERB
cana-802	268	14	various	various	ADJ
cana-802	268	15	models	model	NOUN
cana-802	268	16	to	to	PART
cana-802	268	17	make	make	VERB
cana-802	268	18	the	the	DET
cana-802	268	19	system	system	NOUN
cana-802	268	20	more	more	ADV
cana-802	268	21	resistant	resistant	ADJ
cana-802	268	22	to	to	ADP
cana-802	268	23	strikes	strike	NOUN
cana-802	268	24	from	from	ADP
cana-802	268	25	other	other	ADJ
cana-802	268	26	countries	country	NOUN
cana-802	268	27	.	.	PUNCT
cana-802	269	1	because	because	SCONJ
cana-802	269	2	ensemble	ensemble	ADJ
cana-802	269	3	methods	method	NOUN
cana-802	269	4	are	be	AUX
cana-802	269	5	more	more	ADV
cana-802	269	6	complicated	complicated	ADJ
cana-802	269	7	,	,	PUNCT
cana-802	269	8	they	they	PRON
cana-802	269	9	require	require	VERB
cana-802	269	10	more	more	ADJ
cana-802	269	11	resources	resource	NOUN
cana-802	269	12	.	.	PUNCT
cana-802	270	1	however	however	ADV
cana-802	270	2	,	,	PUNCT
cana-802	270	3	they	they	PRON
cana-802	270	4	are	be	AUX
cana-802	270	5	very	very	ADV
cana-802	270	6	good	good	ADJ
cana-802	270	7	at	at	ADP
cana-802	270	8	adapting	adapt	VERB
cana-802	270	9	to	to	ADP
cana-802	270	10	changing	change	VERB
cana-802	270	11	danger	danger	NOUN
cana-802	270	12	situations	situation	NOUN
cana-802	270	13	,	,	PUNCT
cana-802	270	14	which	which	PRON
cana-802	270	15	makes	make	VERB
cana-802	270	16	them	they	PRON
cana-802	270	17	perfect	perfect	ADJ
cana-802	270	18	for	for	ADP
cana-802	270	19	dealing	deal	VERB
cana-802	270	20	with	with	ADP
cana-802	270	21	new	new	ADJ
cana-802	270	22	online	online	ADJ
cana-802	270	23	threats	threat	NOUN
cana-802	270	24	.	.	PUNCT
cana-802	271	1	differential	differential	ADJ
cana-802	271	2	privacy	privacy	NOUN
cana-802	271	3	is	be	AUX
cana-802	271	4	a	a	DET
cana-802	271	5	moderately	moderately	ADV
cana-802	271	6	successful	successful	ADJ
cana-802	271	7	defense	defense	NOUN
cana-802	271	8	that	that	PRON
cana-802	271	9	strikes	strike	VERB
cana-802	271	10	a	a	DET
cana-802	271	11	balance	balance	NOUN
cana-802	271	12	between	between	ADP
cana-802	271	13	the	the	DET
cana-802	271	14	amount	amount	NOUN
cana-802	271	15	of	of	ADP
cana-802	271	16	resources	resource	NOUN
cana-802	271	17	needed	need	VERB
cana-802	271	18	and	and	CCONJ
cana-802	271	19	the	the	DET
cana-802	271	20	ability	ability	NOUN
cana-802	271	21	to	to	PART
cana-802	271	22	change	change	VERB
cana-802	271	23	.	.	PUNCT
cana-802	272	1	by	by	ADP
cana-802	272	2	keeping	keep	VERB
cana-802	272	3	data	datum	NOUN
cana-802	272	4	private	private	ADJ
cana-802	272	5	while	while	SCONJ
cana-802	272	6	training	training	NOUN
cana-802	272	7	models	model	NOUN
cana-802	272	8	,	,	PUNCT
cana-802	272	9	it	it	PRON
cana-802	272	10	lowers	lower	VERB
cana-802	272	11	the	the	DET
cana-802	272	12	chance	chance	NOUN
cana-802	272	13	of	of	ADP
cana-802	272	14	information	information	NOUN
cana-802	272	15	getting	get	VERB
cana-802	272	16	out	out	ADP
cana-802	272	17	while	while	SCONJ
cana-802	272	18	keeping	keep	VERB
cana-802	272	19	the	the	DET
cana-802	272	20	defenses	defense	NOUN
cana-802	272	21	working	work	VERB
cana-802	272	22	at	at	ADP
cana-802	272	23	a	a	DET
cana-802	272	24	certain	certain	ADJ
cana-802	272	25	level	level	NOUN
cana-802	272	26	.	.	PUNCT
cana-802	273	1	but	but	CCONJ
cana-802	273	2	it	it	PRON
cana-802	273	3	might	might	AUX
cana-802	273	4	not	not	PART
cana-802	273	5	be	be	AUX
cana-802	273	6	as	as	ADV
cana-802	273	7	flexible	flexible	ADJ
cana-802	273	8	as	as	SCONJ
cana-802	273	9	it	it	PRON
cana-802	273	10	could	could	AUX
cana-802	273	11	be	be	AUX
cana-802	273	12	because	because	SCONJ
cana-802	273	13	it	it	PRON
cana-802	273	14	needs	need	VERB
cana-802	273	15	to	to	PART
cana-802	273	16	balance	balance	VERB
cana-802	273	17	privacy	privacy	NOUN
cana-802	273	18	protections	protection	NOUN
cana-802	273	19	with	with	ADP
cana-802	273	20	defense	defense	NOUN
cana-802	273	21	features	feature	NOUN
cana-802	273	22	.	.	PUNCT
cana-802	274	1	the	the	DET
cana-802	274	2	game	game	NOUN
cana-802	274	3	-	-	PUNCT
cana-802	274	4	theoretic	theoretic	NOUN
cana-802	274	5	framework	framework	NOUN
cana-802	274	6	stands	stand	VERB
cana-802	274	7	out	out	ADP
cana-802	274	8	because	because	SCONJ
cana-802	274	9	it	it	PRON
cana-802	274	10	has	have	VERB
cana-802	274	11	high	high	ADJ
cana-802	274	12	resource	resource	NOUN
cana-802	274	13	needs	need	NOUN
cana-802	274	14	and	and	CCONJ
cana-802	274	15	high	high	ADJ
cana-802	274	16	defense	defense	NOUN
cana-802	274	17	efficiency	efficiency	NOUN
cana-802	274	18	,	,	PUNCT
cana-802	274	19	which	which	PRON
cana-802	274	20	shows	show	VERB
cana-802	274	21	that	that	SCONJ
cana-802	274	22	it	it	PRON
cana-802	274	23	could	could	AUX
cana-802	274	24	be	be	AUX
cana-802	274	25	used	use	VERB
cana-802	274	26	to	to	PART
cana-802	274	27	deal	deal	VERB
cana-802	274	28	with	with	ADP
cana-802	274	29	complex	complex	ADJ
cana-802	274	30	cyber	cyber	ADJ
cana-802	274	31	dangers	danger	NOUN
cana-802	274	32	.	.	PUNCT
cana-802	275	1	its	its	PRON
cana-802	275	2	very	very	ADV
cana-802	275	3	high	high	ADJ
cana-802	275	4	flexibility	flexibility	NOUN
cana-802	275	5	supports	support	VERB
cana-802	275	6	the	the	DET
cana-802	275	7	strategic	strategic	ADJ
cana-802	275	8	view	view	NOUN
cana-802	275	9	of	of	ADP
cana-802	275	10	cybersecurity	cybersecurity	NOUN
cana-802	275	11	as	as	ADP
cana-802	275	12	dynamic	dynamic	ADJ
cana-802	275	13	interactions	interaction	NOUN
cana-802	275	14	that	that	PRON
cana-802	275	15	allow	allow	VERB
cana-802	275	16	for	for	ADP
cana-802	275	17	effective	effective	ADJ
cana-802	275	18	reactions	reaction	NOUN
cana-802	275	19	to	to	ADP
cana-802	275	20	changing	change	VERB
cana-802	275	21	threat	threat	NOUN
cana-802	275	22	areas	area	NOUN
cana-802	275	23	and	and	CCONJ
cana-802	275	24	growing	grow	VERB
cana-802	275	25	attacker	attacker	NOUN
cana-802	275	26	tactics	tactic	NOUN
cana-802	275	27	.	.	PUNCT
cana-802	276	1	5	5	X
cana-802	276	2	.	.	X
cana-802	276	3	conclusion	conclusion	NOUN
cana-802	276	4	combining	combine	VERB
cana-802	276	5	game	game	NOUN
cana-802	276	6	theory	theory	NOUN
cana-802	276	7	and	and	CCONJ
cana-802	276	8	antagonistic	antagonistic	ADJ
cana-802	276	9	machine	machine	NOUN
cana-802	276	10	learning	learning	NOUN
cana-802	276	11	(	(	PUNCT
cana-802	276	12	aml	aml	PROPN
cana-802	276	13	)	)	PUNCT
cana-802	276	14	is	be	AUX
cana-802	276	15	a	a	DET
cana-802	276	16	potential	potential	ADJ
cana-802	276	17	way	way	NOUN
cana-802	276	18	to	to	PART
cana-802	276	19	look	look	VERB
cana-802	276	20	at	at	ADP
cana-802	276	21	strategic	strategic	ADJ
cana-802	276	22	interactions	interaction	NOUN
cana-802	276	23	in	in	ADP
cana-802	276	24	cybersecurity	cybersecurity	NOUN
cana-802	276	25	.	.	PUNCT
cana-802	277	1	it	it	PRON
cana-802	277	2	can	can	AUX
cana-802	277	3	help	help	VERB
cana-802	277	4	us	we	PRON
cana-802	277	5	understand	understand	VERB
cana-802	277	6	how	how	SCONJ
cana-802	277	7	defenses	defense	NOUN
cana-802	277	8	and	and	CCONJ
cana-802	277	9	attackers	attacker	NOUN
cana-802	277	10	interact	interact	VERB
cana-802	277	11	in	in	ADP
cana-802	277	12	a	a	DET
cana-802	277	13	world	world	NOUN
cana-802	277	14	where	where	SCONJ
cana-802	277	15	cyber	cyber	NOUN
cana-802	277	16	dangers	danger	NOUN
cana-802	277	17	are	be	AUX
cana-802	277	18	always	always	ADV
cana-802	277	19	changing	change	VERB
cana-802	277	20	.	.	PUNCT
cana-802	278	1	through	through	ADP
cana-802	278	2	this	this	DET
cana-802	278	3	cross	cross	ADJ
cana-802	278	4	-	-	ADJ
cana-802	278	5	disciplinary	disciplinary	ADJ
cana-802	278	6	view	view	NOUN
cana-802	278	7	,	,	PUNCT
cana-802	278	8	we	we	PRON
cana-802	278	9	've	have	AUX
cana-802	278	10	looked	look	VERB
cana-802	278	11	at	at	ADP
cana-802	278	12	how	how	SCONJ
cana-802	278	13	game	game	NOUN
cana-802	278	14	-	-	PUNCT
cana-802	278	15	theoretic	theoretic	NOUN
cana-802	278	16	theories	theory	NOUN
cana-802	278	17	can	can	AUX
cana-802	278	18	help	help	VERB
cana-802	278	19	shape	shape	VERB
cana-802	278	20	defense	defense	NOUN
cana-802	278	21	tactics	tactic	NOUN
cana-802	278	22	and	and	CCONJ
cana-802	278	23	how	how	SCONJ
cana-802	278	24	aml	aml	NOUN
cana-802	278	25	methods	method	NOUN
cana-802	278	26	can	can	AUX
cana-802	278	27	make	make	VERB
cana-802	278	28	cybersecurity	cybersecurity	NOUN
cana-802	278	29	systems	system	NOUN
cana-802	278	30	more	more	ADV
cana-802	278	31	resistant	resistant	ADJ
cana-802	278	32	to	to	ADP
cana-802	278	33	threats	threat	NOUN
cana-802	278	34	from	from	ADP
cana-802	278	35	other	other	ADJ
cana-802	278	36	parties	party	NOUN
cana-802	278	37	.	.	PUNCT
cana-802	279	1	several	several	ADJ
cana-802	279	2	important	important	ADJ
cana-802	279	3	things	thing	NOUN
cana-802	279	4	have	have	AUX
cana-802	279	5	come	come	VERB
cana-802	279	6	out	out	ADP
cana-802	279	7	of	of	ADP
cana-802	279	8	our	our	PRON
cana-802	279	9	research	research	NOUN
cana-802	279	10	.	.	PUNCT
cana-802	280	1	for	for	ADP
cana-802	280	2	starters	starter	NOUN
cana-802	280	3	,	,	PUNCT
cana-802	280	4	game	game	NOUN
cana-802	280	5	-	-	PUNCT
cana-802	280	6	theoretic	theoretic	NOUN
cana-802	280	7	models	model	NOUN
cana-802	280	8	help	help	VERB
cana-802	280	9	us	we	PRON
cana-802	280	10	figure	figure	VERB
cana-802	280	11	out	out	ADP
cana-802	280	12	what	what	PRON
cana-802	280	13	both	both	PRON
cana-802	280	14	attackers	attacker	NOUN
cana-802	280	15	and	and	CCONJ
cana-802	280	16	defenders	defender	NOUN
cana-802	280	17	want	want	VERB
cana-802	280	18	and	and	CCONJ
cana-802	280	19	why	why	SCONJ
cana-802	280	20	they	they	PRON
cana-802	280	21	do	do	VERB
cana-802	280	22	what	what	PRON
cana-802	280	23	they	they	PRON
cana-802	280	24	do	do	VERB
cana-802	280	25	in	in	ADP
cana-802	280	26	defense	defense	NOUN
cana-802	280	27	situations	situation	NOUN
cana-802	280	28	.	.	PUNCT
cana-802	281	1	we	we	PRON
cana-802	281	2	can	can	AUX
cana-802	281	3	find	find	VERB
cana-802	281	4	equilibrium	equilibrium	NOUN
cana-802	281	5	results	result	NOUN
cana-802	281	6	and	and	CCONJ
cana-802	281	7	the	the	DET
cana-802	281	8	best	good	ADJ
cana-802	281	9	defense	defense	NOUN
cana-802	281	10	tactics	tactic	NOUN
cana-802	281	11	that	that	PRON
cana-802	281	12	keep	keep	VERB
cana-802	281	13	the	the	DET
cana-802	281	14	system	system	NOUN
cana-802	281	15	safest	safe	ADJ
cana-802	281	16	while	while	SCONJ
cana-802	281	17	taking	take	VERB
cana-802	281	18	into	into	ADP
cana-802	281	19	account	account	NOUN
cana-802	281	20	enemies	enemy	NOUN
cana-802	281	21	'	'	PART
cana-802	281	22	logical	logical	ADJ
cana-802	281	23	behavior	behavior	NOUN
cana-802	281	24	by	by	ADP
cana-802	281	25	thinking	think	VERB
cana-802	281	26	of	of	ADP
cana-802	281	27	exchanges	exchange	NOUN
cana-802	281	28	as	as	ADP
cana-802	281	29	strategic	strategic	ADJ
cana-802	281	30	games	game	NOUN
cana-802	281	31	.	.	PUNCT
cana-802	282	1	second	second	ADV
cana-802	282	2	,	,	PUNCT
cana-802	282	3	using	use	VERB
cana-802	282	4	aml	aml	NOUN
cana-802	282	5	methods	method	NOUN
cana-802	282	6	together	together	ADV
cana-802	282	7	helps	help	VERB
cana-802	282	8	us	we	PRON
cana-802	282	9	learn	learn	VERB
cana-802	282	10	more	more	ADJ
cana-802	282	11	about	about	ADP
cana-802	282	12	how	how	SCONJ
cana-802	282	13	bad	bad	ADJ
cana-802	282	14	people	people	NOUN
cana-802	282	15	act	act	VERB
cana-802	282	16	and	and	CCONJ
cana-802	282	17	makes	make	VERB
cana-802	282	18	it	it	PRON
cana-802	282	19	possible	possible	ADJ
cana-802	282	20	to	to	PART
cana-802	282	21	create	create	VERB
cana-802	282	22	strong	strong	ADJ
cana-802	282	23	defenses	defense	NOUN
cana-802	282	24	.	.	PUNCT
cana-802	283	1	some	some	PRON
cana-802	283	2	of	of	ADP
cana-802	283	3	the	the	DET
cana-802	283	4	methods	method	NOUN
cana-802	283	5	that	that	PRON
cana-802	283	6	are	be	AUX
cana-802	283	7	looked	look	VERB
cana-802	283	8	at	at	ADP
cana-802	283	9	are	be	AUX
cana-802	283	10	adversarial	adversarial	ADJ
cana-802	283	11	training	training	NOUN
cana-802	283	12	,	,	PUNCT
cana-802	283	13	ensemble	ensemble	ADJ
cana-802	283	14	defense	defense	NOUN
cana-802	283	15	,	,	PUNCT
cana-802	283	16	and	and	CCONJ
cana-802	283	17	differential	differential	PROPN
cana-802	283	18	privacy	privacy	NOUN
cana-802	283	19	.	.	PUNCT
cana-802	284	1	each	each	PRON
cana-802	284	2	has	have	VERB
cana-802	284	3	its	its	PRON
cana-802	284	4	own	own	ADJ
cana-802	284	5	benefits	benefit	NOUN
cana-802	284	6	when	when	SCONJ
cana-802	284	7	it	it	PRON
cana-802	284	8	comes	come	VERB
cana-802	284	9	to	to	ADP
cana-802	284	10	protecting	protect	VERB
cana-802	284	11	against	against	ADP
cana-802	284	12	aml	aml	PROPN
cana-802	284	13	threats	threat	NOUN
cana-802	284	14	like	like	ADP
cana-802	284	15	escape	escape	NOUN
cana-802	284	16	,	,	PUNCT
cana-802	284	17	poisoning	poisoning	NOUN
cana-802	284	18	,	,	PUNCT
cana-802	284	19	and	and	CCONJ
cana-802	284	20	model	model	NOUN
cana-802	284	21	inversion	inversion	NOUN
cana-802	284	22	.	.	PUNCT
cana-802	285	1	defense	defense	NOUN
cana-802	285	2	strategies	strategy	NOUN
cana-802	285	3	and	and	CCONJ
cana-802	285	4	frameworks	framework	NOUN
cana-802	285	5	review	review	NOUN
cana-802	285	6	has	have	AUX
cana-802	285	7	shown	show	VERB
cana-802	285	8	how	how	SCONJ
cana-802	285	9	important	important	ADJ
cana-802	285	10	it	it	PRON
cana-802	285	11	is	be	AUX
cana-802	285	12	to	to	PART
cana-802	285	13	look	look	VERB
cana-802	285	14	at	at	ADP
cana-802	285	15	more	more	ADJ
cana-802	285	16	than	than	ADP
cana-802	285	17	one	one	NUM
cana-802	285	18	evaluation	evaluation	NOUN
cana-802	285	19	factor	factor	NOUN
cana-802	285	20	,	,	PUNCT
cana-802	285	21	such	such	ADJ
cana-802	285	22	as	as	ADP
cana-802	285	23	f1	f1	PROPN
cana-802	285	24	score	score	NOUN
cana-802	285	25	,	,	PUNCT
cana-802	285	26	accuracy	accuracy	NOUN
cana-802	285	27	,	,	PUNCT
cana-802	285	28	precision	precision	NOUN
cana-802	285	29	,	,	PUNCT
cana-802	285	30	auc	auc	NOUN
cana-802	285	31	,	,	PUNCT
cana-802	285	32	sensitivity	sensitivity	NOUN
cana-802	285	33	,	,	PUNCT
cana-802	285	34	and	and	CCONJ
cana-802	285	35	specificity	specificity	NOUN
cana-802	285	36	.	.	PUNCT
cana-802	286	1	these	these	DET
cana-802	286	2	measures	measure	NOUN
cana-802	286	3	give	give	VERB
cana-802	286	4	a	a	DET
cana-802	286	5	full	full	ADJ
cana-802	286	6	picture	picture	NOUN
cana-802	286	7	of	of	ADP
cana-802	286	8	how	how	SCONJ
cana-802	286	9	well	well	ADV
cana-802	286	10	defense	defense	NOUN
cana-802	286	11	mechanisms	mechanism	NOUN
cana-802	286	12	are	be	AUX
cana-802	286	13	working	work	VERB
cana-802	286	14	,	,	PUNCT
cana-802	286	15	which	which	PRON
cana-802	286	16	helps	help	VERB
cana-802	286	17	people	people	NOUN
cana-802	286	18	make	make	VERB
cana-802	286	19	decisions	decision	NOUN
cana-802	286	20	about	about	ADP
cana-802	286	21	developing	develop	VERB
cana-802	286	22	and	and	CCONJ
cana-802	286	23	implementing	implement	VERB
cana-802	286	24	cybersecurity	cybersecurity	NOUN
cana-802	286	25	strategies	strategy	NOUN
cana-802	286	26	.	.	PUNCT
cana-802	287	1	using	use	VERB
cana-802	287	2	ideas	idea	NOUN
cana-802	287	3	from	from	ADP
cana-802	287	4	game	game	NOUN
cana-802	287	5	theory	theory	NOUN
cana-802	287	6	and	and	CCONJ
cana-802	287	7	aml	aml	PROPN
cana-802	287	8	,	,	PUNCT
cana-802	287	9	our	our	PRON
cana-802	287	10	suggested	suggest	VERB
cana-802	287	11	way	way	NOUN
cana-802	287	12	has	have	AUX
cana-802	287	13	shown	show	VERB
cana-802	287	14	to	to	PART
cana-802	287	15	work	work	VERB
cana-802	287	16	better	well	ADV
cana-802	287	17	than	than	ADP
cana-802	287	18	others	other	NOUN
cana-802	287	19	in	in	ADP
cana-802	287	20	a	a	DET
cana-802	287	21	number	number	NOUN
cana-802	287	22	of	of	ADP
cana-802	287	23	review	review	NOUN
cana-802	287	24	criteria	criterion	NOUN
cana-802	287	25	.	.	PUNCT
cana-802	288	1	the	the	DET
cana-802	288	2	suggested	suggest	VERB
cana-802	288	3	method	method	NOUN
cana-802	288	4	has	have	VERB
cana-802	288	5	high	high	ADJ
cana-802	288	6	scores	score	NOUN
cana-802	288	7	in	in	ADP
cana-802	288	8	f1	f1	PROPN
cana-802	288	9	score	score	NOUN
cana-802	288	10	,	,	PUNCT
cana-802	288	11	accuracy	accuracy	NOUN
cana-802	288	12	,	,	PUNCT
cana-802	288	13	precision	precision	NOUN
cana-802	288	14	,	,	PUNCT
cana-802	288	15	auc	auc	NOUN
cana-802	288	16	,	,	PUNCT
cana-802	288	17	sensitivity	sensitivity	NOUN
cana-802	288	18	,	,	PUNCT
cana-802	288	19	and	and	CCONJ
cana-802	288	20	specificity	specificity	NOUN
cana-802	288	21	,	,	PUNCT
cana-802	288	22	making	make	VERB
cana-802	288	23	it	it	PRON
cana-802	288	24	a	a	DET
cana-802	288	25	strong	strong	ADJ
cana-802	288	26	defense	defense	NOUN
cana-802	288	27	that	that	PRON
cana-802	288	28	can	can	AUX
cana-802	288	29	successfully	successfully	ADV
cana-802	288	30	fight	fight	VERB
cana-802	288	31	online	online	ADJ
cana-802	288	32	dangers	danger	NOUN
cana-802	288	33	and	and	CCONJ
cana-802	288	34	strikes	strike	NOUN
cana-802	288	35	from	from	ADP
cana-802	288	36	other	other	ADJ
cana-802	288	37	parties	party	NOUN
cana-802	288	38	.	.	PUNCT
cana-802	289	1	in	in	ADP
cana-802	289	2	the	the	DET
cana-802	289	3	future	future	NOUN
cana-802	289	4	,	,	PUNCT
cana-802	289	5	the	the	DET
cana-802	289	6	area	area	NOUN
cana-802	289	7	where	where	SCONJ
cana-802	289	8	game	game	NOUN
cana-802	289	9	theory	theory	NOUN
cana-802	289	10	and	and	CCONJ
cana-802	289	11	aml	aml	PROPN
cana-802	289	12	meet	meet	NOUN
cana-802	289	13	has	have	VERB
cana-802	289	14	a	a	DET
cana-802	289	15	huge	huge	ADJ
cana-802	289	16	amount	amount	NOUN
cana-802	289	17	of	of	ADP
cana-802	289	18	promise	promise	NOUN
cana-802	289	19	to	to	PART
cana-802	289	20	make	make	VERB
cana-802	289	21	defense	defense	NOUN
cana-802	289	22	study	study	NOUN
cana-802	289	23	and	and	CCONJ
cana-802	289	24	practice	practice	VERB
cana-802	289	25	better	well	ADV
cana-802	289	26	.	.	PUNCT
cana-802	290	1	in	in	ADP
cana-802	290	2	the	the	DET
cana-802	290	3	future	future	NOUN
cana-802	290	4	,	,	PUNCT
cana-802	290	5	researchers	researcher	NOUN
cana-802	290	6	may	may	AUX
cana-802	290	7	work	work	VERB
cana-802	290	8	on	on	ADP
cana-802	290	9	improving	improve	VERB
cana-802	290	10	current	current	ADJ
cana-802	290	11	models	model	NOUN
cana-802	290	12	,	,	PUNCT
cana-802	290	13	looking	look	VERB
cana-802	290	14	into	into	ADP
cana-802	290	15	new	new	ADJ
cana-802	290	16	ways	way	NOUN
cana-802	290	17	to	to	PART
cana-802	290	18	protect	protect	VERB
cana-802	290	19	computers	computer	NOUN
cana-802	290	20	,	,	PUNCT
cana-802	290	21	and	and	CCONJ
cana-802	290	22	dealing	deal	VERB
cana-802	290	23	with	with	ADP
cana-802	290	24	new	new	ADJ
cana-802	290	25	problems	problem	NOUN
cana-802	290	26	that	that	PRON
cana-802	290	27	come	come	VERB
cana-802	290	28	up	up	ADP
cana-802	290	29	in	in	ADP
cana-802	290	30	communications	communication	NOUN
cana-802	290	31	on	on	ADP
cana-802	290	32	applied	apply	VERB
cana-802	290	33	nonlinear	nonlinear	ADJ
cana-802	290	34	analysis	analysis	NOUN
cana-802	290	35	issn	issn	NOUN
cana-802	290	36	:	:	PUNCT
cana-802	290	37	1074	1074	NUM
cana-802	290	38	-	-	PUNCT
cana-802	290	39	133x	133x	NUM
cana-802	290	40	vol	vol	NOUN
cana-802	290	41	31	31	NUM
cana-802	290	42	no	no	NOUN
cana-802	290	43	.	.	PUNCT
cana-802	291	1	3s	3s	NUM
cana-802	291	2	(	(	PUNCT
cana-802	291	3	2024	2024	NUM
cana-802	291	4	)	)	PUNCT
cana-802	291	5	485	485	NUM
cana-802	291	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-802	291	7	the	the	DET
cana-802	291	8	field	field	NOUN
cana-802	291	9	of	of	ADP
cana-802	291	10	cybersecurity	cybersecurity	NOUN
cana-802	291	11	.	.	PUNCT
cana-802	292	1	also	also	ADV
cana-802	292	2	,	,	PUNCT
cana-802	292	3	researchers	researcher	NOUN
cana-802	292	4	,	,	PUNCT
cana-802	292	5	practitioners	practitioner	NOUN
cana-802	292	6	,	,	PUNCT
cana-802	292	7	and	and	CCONJ
cana-802	292	8	lawmakers	lawmaker	NOUN
cana-802	292	9	need	need	VERB
cana-802	292	10	to	to	PART
cana-802	292	11	work	work	VERB
cana-802	292	12	together	together	ADV
cana-802	292	13	across	across	ADP
cana-802	292	14	disciplines	discipline	NOUN
cana-802	292	15	to	to	PART
cana-802	292	16	come	come	VERB
cana-802	292	17	up	up	ADP
cana-802	292	18	with	with	ADP
cana-802	292	19	comprehensive	comprehensive	ADJ
cana-802	292	20	solutions	solution	NOUN
cana-802	292	21	that	that	PRON
cana-802	292	22	deal	deal	VERB
cana-802	292	23	with	with	ADP
cana-802	292	24	the	the	DET
cana-802	292	25	complex	complex	ADJ
cana-802	292	26	nature	nature	NOUN
cana-802	292	27	of	of	ADP
cana-802	292	28	cyber	cyber	ADJ
cana-802	292	29	dangers	danger	NOUN
cana-802	292	30	.	.	PUNCT
cana-802	293	1	our	our	PRON
cana-802	293	2	study	study	NOUN
cana-802	293	3	shows	show	VERB
cana-802	293	4	how	how	SCONJ
cana-802	293	5	important	important	ADJ
cana-802	293	6	it	it	PRON
cana-802	293	7	is	be	AUX
cana-802	293	8	to	to	PART
cana-802	293	9	think	think	VERB
cana-802	293	10	strategically	strategically	ADV
cana-802	293	11	and	and	CCONJ
cana-802	293	12	come	come	VERB
cana-802	293	13	up	up	ADP
cana-802	293	14	with	with	ADP
cana-802	293	15	new	new	ADJ
cana-802	293	16	ideas	idea	NOUN
cana-802	293	17	in	in	ADP
cana-802	293	18	cybersecurity	cybersecurity	NOUN
cana-802	293	19	.	.	PUNCT
cana-802	294	1	game	game	NOUN
cana-802	294	2	theory	theory	NOUN
cana-802	294	3	and	and	CCONJ
cana-802	294	4	aml	aml	PROPN
cana-802	294	5	are	be	AUX
cana-802	294	6	two	two	NUM
cana-802	294	7	very	very	ADV
cana-802	294	8	useful	useful	ADJ
cana-802	294	9	tools	tool	NOUN
cana-802	294	10	for	for	ADP
cana-802	294	11	studying	study	VERB
cana-802	294	12	how	how	SCONJ
cana-802	294	13	strategies	strategy	NOUN
cana-802	294	14	interact	interact	VERB
cana-802	294	15	,	,	PUNCT
cana-802	294	16	making	make	VERB
cana-802	294	17	defenses	defense	NOUN
cana-802	294	18	stronger	strong	ADJ
cana-802	294	19	,	,	PUNCT
cana-802	294	20	and	and	CCONJ
cana-802	294	21	keeping	keep	VERB
cana-802	294	22	digital	digital	ADJ
cana-802	294	23	infrastructure	infrastructure	NOUN
cana-802	294	24	safe	safe	ADJ
cana-802	294	25	in	in	ADP
cana-802	294	26	a	a	DET
cana-802	294	27	world	world	NOUN
cana-802	294	28	that	that	PRON
cana-802	294	29	is	be	AUX
cana-802	294	30	becoming	become	VERB
cana-802	294	31	more	more	ADV
cana-802	294	32	and	and	CCONJ
cana-802	294	33	more	more	ADV
cana-802	294	34	connected	connected	ADJ
cana-802	294	35	.	.	PUNCT
cana-802	295	1	references	reference	NOUN
cana-802	295	2	[	[	X
cana-802	295	3	1	1	NUM
cana-802	295	4	]	]	X
cana-802	295	5	n.	n.	PROPN
cana-802	295	6	chaabouni	chaabouni	PROPN
cana-802	295	7	,	,	PUNCT
cana-802	295	8	m.	m.	NOUN
cana-802	295	9	mosbah	mosbah	PROPN
cana-802	295	10	,	,	PUNCT
cana-802	295	11	a.	a.	NOUN
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cana-802	295	31	"	"	PUNCT
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cana-802	297	2	-	-	SYM
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cana-802	297	7	.	.	PUNCT
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cana-802	298	2	.	.	PUNCT
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cana-802	299	3	]	]	X
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cana-802	299	12	-	-	PUNCT
cana-802	299	13	in	in	ADP
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cana-802	299	17	middle	middle	ADJ
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cana-802	299	19	,	,	PUNCT
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cana-802	299	28	:	:	PUNCT
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cana-802	299	30	.	.	PUNCT
cana-802	300	1	[	[	X
cana-802	300	2	3	3	X
cana-802	300	3	]	]	PUNCT
cana-802	300	4	z.	z.	PROPN
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cana-802	300	8	s.	s.	PROPN
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cana-802	300	26	:	:	PUNCT
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cana-802	301	2	.	.	PUNCT
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cana-802	304	1	[	[	X
cana-802	304	2	4	4	X
cana-802	304	3	]	]	PUNCT
cana-802	304	4	b.	b.	PROPN
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cana-802	304	14	a.	a.	PROPN
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cana-802	304	33	,	,	PUNCT
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cana-802	304	43	communication	communication	NOUN
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cana-802	304	45	(	(	PUNCT
cana-802	304	46	icaccs	icaccs	NOUN
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cana-802	304	60	,	,	PUNCT
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cana-802	305	2	5	5	NUM
cana-802	305	3	]	]	PUNCT
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cana-802	305	5	s.	s.	PROPN
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cana-802	305	7	and	and	CCONJ
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cana-802	305	9	liu	liu	PROPN
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cana-802	305	11	"	"	PUNCT
cana-802	305	12	adversarial	adversarial	ADJ
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cana-802	305	19	,	,	PUNCT
cana-802	305	20	"	"	PUNCT
cana-802	305	21	in	in	ADP
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cana-802	305	29	,	,	PUNCT
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cana-802	305	39	.	.	PUNCT
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cana-802	305	41	-	-	SYM
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cana-802	305	43	,	,	PUNCT
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cana-802	305	48	doi	doi	NOUN
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cana-802	306	1	[	[	X
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cana-802	307	2	7	7	X
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cana-802	310	1	1686	1686	NUM
cana-802	310	2	-	-	SYM
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cana-802	313	48	-	-	SYM
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cana-802	314	8	khodke	khodke	PROPN
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cana-802	314	10	aparna	aparna	PROPN
cana-802	314	11	u.	u.	PROPN
cana-802	314	12	chaudhary	chaudhary	PROPN
cana-802	314	13	,	,	PUNCT
cana-802	314	14	prof	prof	PROPN
cana-802	314	15	.	.	PUNCT
cana-802	314	16	a.	a.	PROPN
cana-802	314	17	u.	u.	PROPN
cana-802	314	18	chaudhari	chaudhari	PROPN
cana-802	314	19	,	,	PUNCT
cana-802	314	20	“	"	PUNCT
cana-802	314	21	a	a	DET
cana-802	314	22	review	review	NOUN
cana-802	314	23	on	on	ADP
cana-802	314	24	black	black	ADJ
cana-802	314	25	hole	hole	NOUN
cana-802	314	26	attack	attack	NOUN
cana-802	314	27	detection	detection	NOUN
cana-802	314	28	and	and	CCONJ
cana-802	314	29	prevention	prevention	NOUN
cana-802	314	30	schemes	scheme	NOUN
cana-802	314	31	in	in	ADP
cana-802	314	32	wireless	wireless	ADJ
cana-802	314	33	sensor	sensor	NOUN
cana-802	314	34	network	network	NOUN
cana-802	314	35	”	"	PUNCT
cana-802	314	36	,	,	PUNCT
cana-802	314	37	international	international	ADJ
cana-802	314	38	journal	journal	NOUN
cana-802	314	39	of	of	ADP
cana-802	314	40	advanced	advanced	ADJ
cana-802	314	41	research	research	NOUN
cana-802	314	42	in	in	ADP
cana-802	314	43	computer	computer	NOUN
cana-802	314	44	science	science	NOUN
cana-802	314	45	and	and	CCONJ
cana-802	314	46	software	software	NOUN
cana-802	314	47	engineering	engineering	NOUN
cana-802	314	48	,	,	PUNCT
cana-802	314	49	2015	2015	NUM
cana-802	314	50	[	[	X
cana-802	314	51	11	11	NUM
cana-802	314	52	]	]	X
cana-802	314	53	n.	n.	PROPN
cana-802	314	54	janapriya	janapriya	PROPN
cana-802	314	55	,	,	PUNCT
cana-802	314	56	k.	k.	PROPN
cana-802	314	57	anuradha	anuradha	PROPN
cana-802	314	58	and	and	CCONJ
cana-802	314	59	v.	v.	ADP
cana-802	314	60	srilakshmi	srilakshmi	NOUN
cana-802	314	61	,	,	PUNCT
cana-802	314	62	"	"	PUNCT
cana-802	314	63	adversarial	adversarial	ADJ
cana-802	314	64	deep	deep	ADJ
cana-802	314	65	learning	learning	NOUN
cana-802	314	66	models	model	NOUN
cana-802	314	67	with	with	ADP
cana-802	314	68	multiple	multiple	ADJ
cana-802	314	69	adversaries	adversary	NOUN
cana-802	314	70	,	,	PUNCT
cana-802	314	71	"	"	PUNCT
cana-802	314	72	2021	2021	NUM
cana-802	314	73	third	third	ADJ
cana-802	314	74	international	international	ADJ
cana-802	314	75	conference	conference	NOUN
cana-802	314	76	on	on	ADP
cana-802	314	77	inventive	inventive	ADJ
cana-802	314	78	research	research	NOUN
cana-802	314	79	in	in	ADP
cana-802	314	80	computing	computing	NOUN
cana-802	314	81	applications	application	NOUN
cana-802	314	82	(	(	PUNCT
cana-802	314	83	icirca	icirca	PROPN
cana-802	314	84	)	)	PUNCT
cana-802	314	85	,	,	PUNCT
cana-802	314	86	coimbatore	coimbatore	PROPN
cana-802	314	87	,	,	PUNCT
cana-802	314	88	india	india	PROPN
cana-802	314	89	,	,	PUNCT
cana-802	314	90	2021	2021	NUM
cana-802	314	91	,	,	PUNCT
cana-802	314	92	pp	pp	ADJ
cana-802	314	93	.	.	PUNCT
cana-802	315	1	522	522	NUM
cana-802	315	2	-	-	SYM
cana-802	315	3	525	525	NUM
cana-802	315	4	,	,	PUNCT
cana-802	315	5	doi	doi	NOUN
cana-802	315	6	:	:	PUNCT
cana-802	315	7	10.1109	10.1109	NUM
cana-802	315	8	/	/	SYM
cana-802	315	9	icirca51532.2021.9544889	icirca51532.2021.9544889	NOUN
cana-802	315	10	.	.	PUNCT
cana-802	316	1	[	[	X
cana-802	316	2	12	12	NUM
cana-802	316	3	]	]	X
cana-802	316	4	s.	s.	PROPN
cana-802	316	5	-f	-f	PROPN
cana-802	316	6	.	.	PROPN
cana-802	317	1	zhang	zhang	PROPN
cana-802	317	2	,	,	PUNCT
cana-802	317	3	j.	j.	PROPN
cana-802	317	4	-h	-h	PROPN
cana-802	317	5	.	.	PUNCT
cana-802	318	1	zhai	zhai	PROPN
cana-802	318	2	,	,	PUNCT
cana-802	318	3	d.	d.	PROPN
cana-802	318	4	-s	-s	PROPN
cana-802	318	5	.	.	PUNCT
cana-802	319	1	luo	luo	PROPN
cana-802	319	2	,	,	PUNCT
cana-802	319	3	y.	y.	PROPN
cana-802	319	4	zhan	zhan	PROPN
cana-802	319	5	and	and	CCONJ
cana-802	319	6	j.	j.	PROPN
cana-802	319	7	-f	-f	PROPN
cana-802	319	8	.	.	PUNCT
cana-802	320	1	chen	chen	PROPN
cana-802	320	2	,	,	PUNCT
cana-802	320	3	"	"	PUNCT
cana-802	320	4	recent	recent	ADJ
cana-802	320	5	advance	advance	NOUN
cana-802	320	6	on	on	ADP
cana-802	320	7	generative	generative	ADJ
cana-802	320	8	adversarial	adversarial	ADJ
cana-802	320	9	networks	network	NOUN
cana-802	320	10	,	,	PUNCT
cana-802	320	11	"	"	PUNCT
cana-802	320	12	2018	2018	NUM
cana-802	320	13	international	international	ADJ
cana-802	320	14	conference	conference	NOUN
cana-802	320	15	on	on	ADP
cana-802	320	16	machine	machine	NOUN
cana-802	320	17	learning	learning	NOUN
cana-802	320	18	and	and	CCONJ
cana-802	320	19	cybernetics	cybernetic	NOUN
cana-802	320	20	(	(	PUNCT
cana-802	320	21	icmlc	icmlc	NOUN
cana-802	320	22	)	)	PUNCT
cana-802	320	23	,	,	PUNCT
cana-802	320	24	chengdu	chengdu	PROPN
cana-802	320	25	,	,	PUNCT
cana-802	320	26	china	china	PROPN
cana-802	320	27	,	,	PUNCT
cana-802	320	28	2018	2018	NUM
cana-802	320	29	,	,	PUNCT
cana-802	320	30	pp	pp	ADJ
cana-802	320	31	.	.	PUNCT
cana-802	321	1	69	69	NUM
cana-802	321	2	-	-	SYM
cana-802	321	3	74	74	NUM
cana-802	321	4	,	,	PUNCT
cana-802	321	5	doi	doi	NOUN
cana-802	321	6	:	:	PUNCT
cana-802	321	7	10.1109	10.1109	NUM
cana-802	321	8	/	/	SYM
cana-802	321	9	icmlc.2018.8526990	icmlc.2018.8526990	NOUN
cana-802	322	1	[	[	X
cana-802	322	2	13	13	NUM
cana-802	322	3	]	]	X
cana-802	322	4	h.	h.	PROPN
cana-802	322	5	tembine	tembine	PROPN
cana-802	322	6	,	,	PUNCT
cana-802	322	7	"	"	PUNCT
cana-802	322	8	deep	deep	ADJ
cana-802	322	9	learning	learning	NOUN
cana-802	322	10	meets	meet	VERB
cana-802	322	11	game	game	NOUN
cana-802	322	12	theory	theory	NOUN
cana-802	322	13	:	:	PUNCT
cana-802	322	14	bregman	bregman	NOUN
cana-802	322	15	-	-	PUNCT
cana-802	322	16	based	base	VERB
cana-802	322	17	algorithms	algorithm	NOUN
cana-802	322	18	for	for	ADP
cana-802	322	19	interactive	interactive	ADJ
cana-802	322	20	deep	deep	ADJ
cana-802	322	21	generative	generative	ADJ
cana-802	322	22	adversarial	adversarial	ADJ
cana-802	322	23	networks	network	NOUN
cana-802	322	24	,	,	PUNCT
cana-802	322	25	"	"	PUNCT
cana-802	322	26	in	in	ADP
cana-802	322	27	ieee	ieee	NOUN
cana-802	322	28	transactions	transaction	NOUN
cana-802	322	29	on	on	ADP
cana-802	322	30	cybernetics	cybernetic	NOUN
cana-802	322	31	,	,	PUNCT
cana-802	322	32	vol	vol	NOUN
cana-802	322	33	.	.	PROPN
cana-802	323	1	50	50	NUM
cana-802	323	2	,	,	PUNCT
cana-802	323	3	no	no	INTJ
cana-802	323	4	.	.	NOUN
cana-802	323	5	3	3	NUM
cana-802	323	6	,	,	PUNCT
cana-802	323	7	pp	pp	ADJ
cana-802	323	8	.	.	PUNCT
cana-802	324	1	1132	1132	NUM
cana-802	324	2	-	-	SYM
cana-802	324	3	1145	1145	NUM
cana-802	324	4	,	,	PUNCT
cana-802	324	5	march	march	PROPN
cana-802	324	6	2020	2020	NUM
cana-802	324	7	,	,	PUNCT
cana-802	324	8	doi	doi	NOUN
cana-802	324	9	:	:	PUNCT
cana-802	324	10	10.1109	10.1109	NUM
cana-802	324	11	/	/	SYM
cana-802	324	12	tcyb.2018.2886238	tcyb.2018.2886238	NOUN
cana-802	324	13	.	.	PUNCT
cana-802	325	1	[	[	X
cana-802	325	2	14	14	NUM
cana-802	325	3	]	]	X
cana-802	325	4	morrison	morrison	PROPN
cana-802	325	5	,	,	PUNCT
cana-802	325	6	b.	b.	PROPN
cana-802	325	7	;	;	PUNCT
cana-802	325	8	coventry	coventry	PROPN
cana-802	325	9	,	,	PUNCT
cana-802	325	10	l.	l.	PROPN
cana-802	325	11	;	;	PUNCT
cana-802	325	12	briggs	briggs	PROPN
cana-802	325	13	,	,	PUNCT
cana-802	325	14	p.	p.	PROPN
cana-802	326	1	how	how	SCONJ
cana-802	326	2	do	do	AUX
cana-802	326	3	older	old	ADJ
cana-802	326	4	adults	adult	NOUN
cana-802	326	5	feel	feel	VERB
cana-802	326	6	about	about	ADP
cana-802	326	7	engaging	engage	VERB
cana-802	326	8	with	with	ADP
cana-802	326	9	cyber	cyber	NOUN
cana-802	326	10	-	-	PUNCT
cana-802	326	11	security	security	NOUN
cana-802	326	12	?	?	PUNCT
cana-802	327	1	hum	hum	ADJ
cana-802	327	2	.	.	PUNCT
cana-802	328	1	behav	behav	PROPN
cana-802	328	2	.	.	PUNCT
cana-802	329	1	emerg	emerg	PROPN
cana-802	329	2	.	.	PUNCT
cana-802	330	1	technol	technol	PROPN
cana-802	330	2	.	.	PROPN
cana-802	330	3	2021	2021	NUM
cana-802	330	4	,	,	PUNCT
cana-802	330	5	3	3	NUM
cana-802	330	6	,	,	PUNCT
cana-802	330	7	1033–1049	1033–1049	NUM
cana-802	330	8	[	[	X
cana-802	330	9	15	15	NUM
cana-802	330	10	]	]	PUNCT
cana-802	330	11	x.	x.	NOUN
cana-802	330	12	wang	wang	PROPN
cana-802	330	13	,	,	PUNCT
cana-802	330	14	j.	j.	PROPN
cana-802	330	15	li	li	PROPN
cana-802	330	16	,	,	PUNCT
cana-802	330	17	x.	x.	PROPN
cana-802	330	18	kuang	kuang	PROPN
cana-802	330	19	,	,	PUNCT
cana-802	330	20	y.-a	y.-a	PROPN
cana-802	330	21	.	.	PUNCT
cana-802	331	1	tan	tan	PROPN
cana-802	331	2	and	and	CCONJ
cana-802	331	3	j.	j.	PROPN
cana-802	331	4	li	li	PROPN
cana-802	331	5	,	,	PUNCT
cana-802	331	6	"	"	PUNCT
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cana-802	331	11	learning	learning	NOUN
cana-802	331	12	in	in	ADP
cana-802	331	13	an	an	DET
cana-802	331	14	adversarial	adversarial	ADJ
cana-802	331	15	setting	setting	NOUN
cana-802	331	16	:	:	PUNCT
cana-802	331	17	a	a	DET
cana-802	331	18	survey	survey	NOUN
cana-802	331	19	"	"	PUNCT
cana-802	331	20	,	,	PUNCT
cana-802	331	21	j.	j.	PROPN
cana-802	331	22	parallel	parallel	PROPN
cana-802	331	23	distrib	distrib	PROPN
cana-802	331	24	.	.	PUNCT
cana-802	332	1	comput	comput	PROPN
cana-802	332	2	.	.	PUNCT
cana-802	332	3	,	,	PUNCT
cana-802	332	4	vol	vol	NOUN
cana-802	332	5	.	.	PROPN
cana-802	332	6	130	130	NUM
cana-802	332	7	,	,	PUNCT
cana-802	332	8	pp	pp	ADJ
cana-802	332	9	.	.	PUNCT
cana-802	333	1	12	12	NUM
cana-802	333	2	-	-	SYM
cana-802	333	3	23	23	NUM
cana-802	333	4	,	,	PUNCT
cana-802	333	5	aug	aug	PROPN
cana-802	333	6	.	.	PROPN
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cana-802	333	8	.	.	PUNCT
cana-802	334	1	[	[	X
cana-802	334	2	16	16	NUM
cana-802	334	3	]	]	X
cana-802	334	4	douha	douha	NOUN
cana-802	334	5	,	,	PUNCT
cana-802	334	6	n.y.r	n.y.r	NOUN
cana-802	334	7	.	.	PUNCT
cana-802	334	8	;	;	PUNCT
cana-802	334	9	fall	fall	VERB
cana-802	334	10	,	,	PUNCT
cana-802	334	11	d.	d.	PROPN
cana-802	334	12	;	;	PUNCT
cana-802	334	13	taenaka	taenaka	NOUN
cana-802	334	14	,	,	PUNCT
cana-802	334	15	y.	y.	PROPN
cana-802	334	16	;	;	PUNCT
cana-802	334	17	kadobayashi	kadobayashi	PROPN
cana-802	334	18	,	,	PUNCT
cana-802	334	19	y.	y.	NOUN
cana-802	334	20	threat	threat	NOUN
cana-802	334	21	level	level	NOUN
cana-802	334	22	assessment	assessment	NOUN
cana-802	334	23	of	of	ADP
cana-802	334	24	smart	smart	ADJ
cana-802	334	25	-	-	PUNCT
cana-802	334	26	home	home	NOUN
cana-802	334	27	stakeholders	stakeholder	NOUN
cana-802	334	28	using	use	VERB
cana-802	334	29	ebios	ebios	ADJ
cana-802	334	30	risk	risk	NOUN
cana-802	334	31	manager	manager	NOUN
cana-802	334	32	.	.	PUNCT
cana-802	335	1	in	in	ADP
cana-802	335	2	proceedings	proceeding	NOUN
cana-802	335	3	of	of	ADP
cana-802	335	4	the	the	DET
cana-802	335	5	fifteenth	fifteenth	ADJ
cana-802	335	6	international	international	ADJ
cana-802	335	7	conference	conference	NOUN
cana-802	335	8	on	on	ADP
cana-802	335	9	emerging	emerge	VERB
cana-802	335	10	security	security	NOUN
cana-802	335	11	communications	communication	NOUN
cana-802	335	12	on	on	ADP
cana-802	335	13	applied	apply	VERB
cana-802	335	14	nonlinear	nonlinear	ADJ
cana-802	335	15	analysis	analysis	NOUN
cana-802	335	16	issn	issn	NOUN
cana-802	335	17	:	:	PUNCT
cana-802	335	18	1074	1074	NUM
cana-802	335	19	-	-	PUNCT
cana-802	335	20	133x	133x	NUM
cana-802	335	21	vol	vol	NOUN
cana-802	335	22	31	31	NUM
cana-802	335	23	no	no	NOUN
cana-802	335	24	.	.	PUNCT
cana-802	336	1	3s	3s	NUM
cana-802	336	2	(	(	PUNCT
cana-802	336	3	2024	2024	NUM
cana-802	336	4	)	)	PUNCT
cana-802	336	5	486	486	NUM
cana-802	336	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-802	336	7	information	information	NOUN
cana-802	336	8	,	,	PUNCT
cana-802	336	9	systems	system	NOUN
cana-802	336	10	and	and	CCONJ
cana-802	336	11	technologies	technology	NOUN
cana-802	336	12	(	(	PUNCT
cana-802	336	13	iaria	iaria	NOUN
cana-802	336	14	securware	securware	ADJ
cana-802	336	15	2021	2021	NUM
cana-802	336	16	)	)	PUNCT
cana-802	336	17	,	,	PUNCT
cana-802	336	18	athens	athens	PROPN
cana-802	336	19	,	,	PUNCT
cana-802	336	20	greece	greece	PROPN
cana-802	336	21	,	,	PUNCT
cana-802	336	22	14–18	14–18	NUM
cana-802	336	23	november	november	PROPN
cana-802	336	24	2021	2021	NUM
cana-802	336	25	;	;	PUNCT
cana-802	336	26	pp	pp	ADV
cana-802	336	27	.	.	PUNCT
cana-802	337	1	31–40	31–40	X
cana-802	337	2	.	.	PUNCT
cana-802	338	1	[	[	X
cana-802	338	2	17	17	NUM
cana-802	338	3	]	]	X
cana-802	338	4	s.	s.	PROPN
cana-802	338	5	bhambri	bhambri	PROPN
cana-802	338	6	,	,	PUNCT
cana-802	338	7	s.	s.	PROPN
cana-802	338	8	muku	muku	PROPN
cana-802	338	9	,	,	PUNCT
cana-802	338	10	a.	a.	NOUN
cana-802	338	11	tulasi	tulasi	NOUN
cana-802	338	12	and	and	CCONJ
cana-802	338	13	a.	a.	PROPN
cana-802	338	14	b.	b.	PROPN
cana-802	338	15	buduru	buduru	PROPN
cana-802	338	16	,	,	PUNCT
cana-802	338	17	"	"	PUNCT
cana-802	338	18	a	a	DET
cana-802	338	19	study	study	NOUN
cana-802	338	20	of	of	ADP
cana-802	338	21	black	black	ADJ
cana-802	338	22	box	box	PROPN
cana-802	338	23	adversarial	adversarial	ADJ
cana-802	338	24	attacks	attack	NOUN
cana-802	338	25	in	in	ADP
cana-802	338	26	computer	computer	NOUN
cana-802	338	27	vision	vision	NOUN
cana-802	338	28	"	"	PUNCT
cana-802	338	29	,	,	PUNCT
cana-802	338	30	arxiv:1912.01667	arxiv:1912.01667	NOUN
cana-802	338	31	,	,	PUNCT
cana-802	338	32	2019	2019	NUM
cana-802	338	33	.	.	PUNCT
cana-802	339	1	[	[	X
cana-802	339	2	18	18	NUM
cana-802	339	3	]	]	X
cana-802	339	4	r.	r.	PROPN
cana-802	339	5	t.	t.	PROPN
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cana-802	339	8	p.	p.	PROPN
cana-802	339	9	khobragade	khobragade	PROPN
cana-802	339	10	,	,	PUNCT
cana-802	339	11	"	"	PUNCT
cana-802	339	12	an	an	DET
cana-802	339	13	approach	approach	NOUN
cana-802	339	14	for	for	ADP
cana-802	339	15	class	class	NOUN
cana-802	339	16	imbalance	imbalance	NOUN
cana-802	339	17	using	use	VERB
cana-802	339	18	oversampling	oversample	VERB
cana-802	339	19	technique	technique	NOUN
cana-802	339	20	"	"	PUNCT
cana-802	339	21	,	,	PUNCT
cana-802	339	22	int	int	PROPN
cana-802	339	23	.	.	PUNCT
cana-802	340	1	j.	j.	PROPN
cana-802	340	2	innov	innov	PROPN
cana-802	340	3	.	.	PUNCT
cana-802	341	1	res	re	NOUN
cana-802	341	2	.	.	PUNCT
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cana-802	342	2	.	.	PUNCT
cana-802	343	1	commun	commun	PROPN
cana-802	343	2	.	.	PUNCT
cana-802	344	1	eng	eng	PROPN
cana-802	344	2	.	.	PROPN
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cana-802	345	1	3	3	NUM
cana-802	345	2	,	,	PUNCT
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cana-802	345	4	.	.	NOUN
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cana-802	345	6	,	,	PUNCT
cana-802	345	7	pp	pp	ADJ
cana-802	345	8	.	.	PUNCT
cana-802	346	1	11451	11451	NUM
cana-802	346	2	-	-	SYM
cana-802	346	3	11455	11455	NUM
cana-802	346	4	,	,	PUNCT
cana-802	346	5	2015	2015	NUM
cana-802	346	6	.	.	PUNCT
cana-802	347	1	[	[	X
cana-802	347	2	19	19	NUM
cana-802	347	3	]	]	X
cana-802	347	4	y.	y.	PROPN
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cana-802	347	13	"	"	PUNCT
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cana-802	347	31	data	datum	NOUN
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cana-802	347	34	intelligence	intelligence	NOUN
cana-802	347	35	(	(	PUNCT
cana-802	347	36	mlbdbi	mlbdbi	PROPN
cana-802	347	37	)	)	PUNCT
cana-802	347	38	,	,	PUNCT
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cana-802	347	42	,	,	PUNCT
cana-802	347	43	2021	2021	NUM
cana-802	347	44	,	,	PUNCT
cana-802	347	45	pp	pp	ADJ
cana-802	347	46	.	.	PUNCT
cana-802	348	1	196200	196200	NUM
cana-802	348	2	,	,	PUNCT
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cana-802	349	3	]	]	PUNCT
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cana-802	349	7	h.r	h.r	PROPN
cana-802	349	8	.	.	PROPN
cana-802	349	9	turkar	turkar	PROPN
cana-802	349	10	,	,	PUNCT
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cana-802	349	12	.	.	PROPN
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cana-802	349	24	spatial	spatial	ADJ
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cana-802	349	27	segmentation	segmentation	NOUN
cana-802	349	28	techniques	technique	NOUN
cana-802	349	29	”	"	PUNCT
cana-802	349	30	international	international	ADJ
cana-802	349	31	journal	journal	NOUN
cana-802	349	32	of	of	ADP
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cana-802	349	34	research	research	NOUN
cana-802	349	35	in	in	ADP
cana-802	349	36	computer	computer	NOUN
cana-802	349	37	and	and	CCONJ
cana-802	349	38	communication	communication	NOUN
cana-802	349	39	engineering	engineering	NOUN
cana-802	349	40	vol	vol	NOUN
cana-802	349	41	.	.	PROPN
cana-802	350	1	3	3	NUM
cana-802	350	2	,	,	PUNCT
cana-802	350	3	issue	issue	NOUN
cana-802	350	4	10	10	NUM
cana-802	350	5	,	,	PUNCT
cana-802	350	6	october	october	PROPN
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cana-802	350	8	.	.	PUNCT
cana-802	351	1	[	[	X
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cana-802	351	3	]	]	PUNCT
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cana-802	351	17	,	,	PUNCT
cana-802	351	18	"	"	PUNCT
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cana-802	351	22	information	information	NOUN
cana-802	351	23	technology	technology	NOUN
cana-802	351	24	and	and	CCONJ
cana-802	351	25	mechatronics	mechatronic	NOUN
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cana-802	351	28	(	(	PUNCT
cana-802	351	29	itoec	itoec	PROPN
cana-802	351	30	)	)	PUNCT
cana-802	351	31	,	,	PUNCT
cana-802	351	32	chongqing	chongqing	PROPN
cana-802	351	33	,	,	PUNCT
cana-802	351	34	china	china	PROPN
cana-802	351	35	,	,	PUNCT
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cana-802	351	37	,	,	PUNCT
cana-802	351	38	pp	pp	ADV
cana-802	351	39	.	.	PUNCT
cana-802	352	1	396399	396399	NUM
cana-802	352	2	,	,	PUNCT
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cana-802	352	4	:	:	PUNCT
cana-802	352	5	10.1109	10.1109	NUM
cana-802	352	6	/	/	SYM
cana-802	352	7	itoec49072.2020.9141685	itoec49072.2020.9141685	PROPN
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cana-802	353	3	]	]	X
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cana-802	353	12	,	,	PUNCT
cana-802	353	13	"	"	PUNCT
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cana-802	353	22	"	"	PUNCT
cana-802	353	23	2021	2021	NUM
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cana-802	353	26	conference	conference	NOUN
cana-802	353	27	on	on	ADP
cana-802	353	28	inventive	inventive	ADJ
cana-802	353	29	research	research	NOUN
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cana-802	353	31	computing	computing	NOUN
cana-802	353	32	applications	application	NOUN
cana-802	353	33	(	(	PUNCT
cana-802	353	34	icirca	icirca	PROPN
cana-802	353	35	)	)	PUNCT
cana-802	353	36	,	,	PUNCT
cana-802	353	37	coimbatore	coimbatore	PROPN
cana-802	353	38	,	,	PUNCT
cana-802	353	39	india	india	PROPN
cana-802	353	40	,	,	PUNCT
cana-802	353	41	2021	2021	NUM
cana-802	353	42	,	,	PUNCT
cana-802	353	43	pp	pp	ADJ
cana-802	353	44	.	.	PUNCT
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cana-802	354	2	-	-	SYM
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cana-802	354	12	,	,	PUNCT
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cana-802	354	17	n.	n.	PROPN
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cana-802	354	20	"	"	PUNCT
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cana-802	354	26	(	(	PUNCT
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cana-802	354	28	)	)	PUNCT
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cana-802	354	31	collector	collector	NOUN
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cana-802	354	36	system	system	NOUN
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cana-802	354	38	:	:	PUNCT
cana-802	354	39	a	a	DET
cana-802	354	40	review	review	NOUN
cana-802	354	41	,	,	PUNCT
cana-802	354	42	"	"	PUNCT
cana-802	354	43	2022	2022	NUM
cana-802	354	44	2nd	2nd	ADJ
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cana-802	354	46	conference	conference	NOUN
cana-802	354	47	on	on	ADP
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cana-802	354	49	electronics	electronic	NOUN
cana-802	354	50	&	&	CCONJ
cana-802	354	51	iot	iot	PROPN
cana-802	354	52	applications	application	NOUN
cana-802	354	53	in	in	ADP
cana-802	354	54	renewable	renewable	ADJ
cana-802	354	55	energy	energy	NOUN
cana-802	354	56	and	and	CCONJ
cana-802	354	57	its	its	PRON
cana-802	354	58	control	control	NOUN
cana-802	354	59	(	(	PUNCT
cana-802	354	60	parc	parc	X
cana-802	354	61	)	)	PUNCT
cana-802	354	62	,	,	PUNCT
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cana-802	355	1	1	1	NUM
cana-802	355	2	-	-	SYM
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cana-802	355	4	,	,	PUNCT
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cana-802	355	6	:	:	PUNCT
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cana-802	355	8	/	/	SYM
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cana-802	355	10	.	.	PUNCT
cana-802	356	1	[	[	X
cana-802	356	2	24	24	NUM
cana-802	356	3	]	]	X
cana-802	356	4	akinwumi	akinwumi	PROPN
cana-802	356	5	,	,	PUNCT
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cana-802	356	9	,	,	PUNCT
cana-802	356	10	gabriel	gabriel	PROPN
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cana-802	356	12	alese	alese	PROPN
cana-802	356	13	,	,	PUNCT
cana-802	356	14	boniface	boniface	PROPN
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cana-802	357	1	(	(	PUNCT
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cana-802	358	5	theory	theory	NOUN
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cana-802	358	8	cyber	cyber	NOUN
cana-802	358	9	security	security	NOUN
cana-802	358	10	risk	risk	NOUN
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cana-802	358	12	.	.	PUNCT
cana-802	359	1	nigerian	nigerian	ADJ
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cana-802	359	5	.	.	PUNCT
cana-802	360	1	[	[	X
cana-802	360	2	25	25	NUM
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cana-802	360	6	s.	s.	PROPN
cana-802	360	7	(	(	PUNCT
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cana-802	360	10	.	.	PUNCT
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cana-802	362	9	,	,	PUNCT
cana-802	362	10	1(1	1(1	NUM
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