id	sid	tid	token	lemma	pos
cana-737	1	1	communications	communication	NOUN
cana-737	1	2	on	on	ADP
cana-737	1	3	applied	apply	VERB
cana-737	1	4	nonlinear	nonlinear	ADJ
cana-737	1	5	analysis	analysis	NOUN
cana-737	1	6	issn	issn	NOUN
cana-737	1	7	:	:	PUNCT
cana-737	1	8	1074	1074	NUM
cana-737	1	9	-	-	PUNCT
cana-737	1	10	133x	133x	NUM
cana-737	1	11	vol	vol	NOUN
cana-737	1	12	31	31	NUM
cana-737	1	13	no	no	NOUN
cana-737	1	14	.	.	PUNCT
cana-737	2	1	3s	3s	NUM
cana-737	2	2	(	(	PUNCT
cana-737	2	3	2024	2024	NUM
cana-737	2	4	)	)	PUNCT
cana-737	2	5	127	127	NUM
cana-737	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-737	2	7	mathematical	mathematical	ADJ
cana-737	2	8	analysis	analysis	NOUN
cana-737	2	9	of	of	ADP
cana-737	2	10	existing	exist	VERB
cana-737	2	11	techniques	technique	NOUN
cana-737	2	12	for	for	ADP
cana-737	2	13	ethereum	ethereum	NOUN
cana-737	2	14	smart	smart	ADJ
cana-737	2	15	contract	contract	NOUN
cana-737	2	16	vulnerability	vulnerability	NOUN
cana-737	2	17	detection	detection	NOUN
cana-737	2	18	saltanat	saltanat	NOUN
cana-737	2	19	mohammed	mohammed	PROPN
cana-737	2	20	abdullah	abdullah	PROPN
cana-737	2	21	shaikh1	shaikh1	PROPN
cana-737	2	22	,	,	PUNCT
cana-737	2	23	sangeeta	sangeeta	PROPN
cana-737	2	24	vhatkar2	vhatkar2	X
cana-737	2	25	1research	1research	NUM
cana-737	2	26	scholar	scholar	NOUN
cana-737	2	27	,	,	PUNCT
cana-737	2	28	ph.d	ph.d	PROPN
cana-737	2	29	.	.	PROPN
cana-737	2	30	student	student	PROPN
cana-737	2	31	–	–	PUNCT
cana-737	2	32	information	information	NOUN
cana-737	2	33	technology	technology	NOUN
cana-737	2	34	,	,	PUNCT
cana-737	2	35	thakur	thakur	PROPN
cana-737	2	36	college	college	PROPN
cana-737	2	37	of	of	ADP
cana-737	2	38	engineering	engineering	PROPN
cana-737	2	39	&	&	CCONJ
cana-737	2	40	technology	technology	PROPN
cana-737	2	41	,	,	PUNCT
cana-737	2	42	mumbai	mumbai	PROPN
cana-737	2	43	.	.	PUNCT
cana-737	3	1	email	email	NOUN
cana-737	3	2	:	:	PUNCT
cana-737	3	3	er.saltanatshaikh@gmail.com	er.saltanatshaikh@gmail.com	PROPN
cana-737	3	4	phone	phone	PROPN
cana-737	3	5	:	:	PUNCT
cana-737	3	6	+919773664155	+919773664155	NUM
cana-737	3	7	2associate	2associate	NUM
cana-737	3	8	professor	professor	NOUN
cana-737	3	9	–	–	PUNCT
cana-737	3	10	information	information	NOUN
cana-737	3	11	technology	technology	NOUN
cana-737	3	12	,	,	PUNCT
cana-737	3	13	thakur	thakur	PROPN
cana-737	3	14	college	college	PROPN
cana-737	3	15	of	of	ADP
cana-737	3	16	engineering	engineering	PROPN
cana-737	3	17	&	&	CCONJ
cana-737	3	18	technology	technology	PROPN
cana-737	3	19	,	,	PUNCT
cana-737	3	20	mumbai	mumbai	PROPN
cana-737	3	21	.	.	PUNCT
cana-737	4	1	corresponding	correspond	VERB
cana-737	4	2	author	author	NOUN
cana-737	4	3	:	:	PUNCT
cana-737	4	4	email	email	NOUN
cana-737	4	5	:	:	PUNCT
cana-737	4	6	vhatkarsangeeta@gmail.com	vhatkarsangeeta@gmail.com	X
cana-737	4	7	phone	phone	NOUN
cana-737	4	8	:	:	PUNCT
cana-737	4	9	+91	+91	PROPN
cana-737	4	10	-	-	PUNCT
cana-737	4	11	9167110876	9167110876	NUM
cana-737	4	12	article	article	NOUN
cana-737	4	13	history	history	NOUN
cana-737	4	14	:	:	PUNCT
cana-737	4	15	received	receive	VERB
cana-737	4	16	:	:	PUNCT
cana-737	4	17	14	14	NUM
cana-737	4	18	-	-	PUNCT
cana-737	4	19	04	04	NUM
cana-737	4	20	-	-	PUNCT
cana-737	4	21	2024	2024	NUM
cana-737	4	22	revised	revise	VERB
cana-737	4	23	:	:	PUNCT
cana-737	4	24	24	24	NUM
cana-737	4	25	-	-	PUNCT
cana-737	4	26	05	05	NUM
cana-737	4	27	-	-	PUNCT
cana-737	4	28	2024	2024	NUM
cana-737	4	29	accepted	accept	VERB
cana-737	4	30	:	:	PUNCT
cana-737	4	31	10	10	NUM
cana-737	4	32	-	-	SYM
cana-737	4	33	06	06	NUM
cana-737	4	34	-	-	PUNCT
cana-737	4	35	2024	2024	NUM
cana-737	4	36	abstract	abstract	ADJ
cana-737	4	37	background	background	NOUN
cana-737	4	38	:	:	PUNCT
cana-737	4	39	research	research	NOUN
cana-737	4	40	has	have	AUX
cana-737	4	41	been	be	AUX
cana-737	4	42	done	do	VERB
cana-737	4	43	on	on	ADP
cana-737	4	44	the	the	DET
cana-737	4	45	vulnerabilities	vulnerability	NOUN
cana-737	4	46	of	of	ADP
cana-737	4	47	ethereum	ethereum	NOUN
cana-737	4	48	smart	smart	ADJ
cana-737	4	49	contract	contract	NOUN
cana-737	4	50	detection	detection	NOUN
cana-737	4	51	since	since	SCONJ
cana-737	4	52	the	the	DET
cana-737	4	53	emergence	emergence	NOUN
cana-737	4	54	of	of	ADP
cana-737	4	55	blockchain	blockchain	PROPN
cana-737	4	56	technologies	technology	NOUN
cana-737	4	57	.	.	PUNCT
cana-737	5	1	ethereum	ethereum	NOUN
cana-737	5	2	is	be	AUX
cana-737	5	3	one	one	NUM
cana-737	5	4	of	of	ADP
cana-737	5	5	the	the	DET
cana-737	5	6	most	most	ADV
cana-737	5	7	popular	popular	ADJ
cana-737	5	8	platforms	platform	NOUN
cana-737	5	9	for	for	ADP
cana-737	5	10	dapps	dapps	NOUN
cana-737	5	11	(	(	PUNCT
cana-737	5	12	decentralized	decentralize	VERB
cana-737	5	13	applications	application	NOUN
cana-737	5	14	)	)	PUNCT
cana-737	5	15	and	and	CCONJ
cana-737	5	16	smart	smart	ADJ
cana-737	5	17	contracts	contract	NOUN
cana-737	5	18	but	but	CCONJ
cana-737	5	19	turns	turn	VERB
cana-737	5	20	more	more	ADV
cana-737	5	21	undoubtedly	undoubtedly	ADV
cana-737	5	22	when	when	SCONJ
cana-737	5	23	their	their	PRON
cana-737	5	24	number	number	NOUN
cana-737	5	25	and	and	CCONJ
cana-737	5	26	popularity	popularity	NOUN
cana-737	5	27	grow	grow	VERB
cana-737	5	28	.	.	PUNCT
cana-737	6	1	methods	method	NOUN
cana-737	6	2	:	:	PUNCT
cana-737	6	3	the	the	DET
cana-737	6	4	study	study	NOUN
cana-737	6	5	evaluates	evaluate	VERB
cana-737	6	6	different	different	ADJ
cana-737	6	7	detection	detection	NOUN
cana-737	6	8	methods	method	NOUN
cana-737	6	9	including	include	VERB
cana-737	6	10	static	static	ADJ
cana-737	6	11	analysis	analysis	NOUN
cana-737	6	12	,	,	PUNCT
cana-737	6	13	dynamic	dynamic	ADJ
cana-737	6	14	code	code	NOUN
cana-737	6	15	analysis	analysis	NOUN
cana-737	6	16	,	,	PUNCT
cana-737	6	17	symbolic	symbolic	ADJ
cana-737	6	18	execution	execution	NOUN
cana-737	6	19	,	,	PUNCT
cana-737	6	20	and	and	CCONJ
cana-737	6	21	machine	machine	NOUN
cana-737	6	22	learning	learning	NOUN
cana-737	6	23	.	.	PUNCT
cana-737	7	1	findings	finding	NOUN
cana-737	7	2	:	:	PUNCT
cana-737	7	3	the	the	DET
cana-737	7	4	performance	performance	NOUN
cana-737	7	5	metrics	metric	NOUN
cana-737	7	6	on	on	ADP
cana-737	7	7	key	key	ADJ
cana-737	7	8	areas	area	NOUN
cana-737	7	9	,	,	PUNCT
cana-737	7	10	e.g.	e.g.	ADV
cana-737	7	11	detection	detection	NOUN
cana-737	7	12	time	time	NOUN
cana-737	7	13	,	,	PUNCT
cana-737	7	14	true	true	ADJ
cana-737	7	15	positive	positive	ADJ
cana-737	7	16	rate	rate	NOUN
cana-737	7	17	,	,	PUNCT
cana-737	7	18	false	false	ADJ
cana-737	7	19	positive	positive	ADJ
cana-737	7	20	rate	rate	NOUN
cana-737	7	21	,	,	PUNCT
cana-737	7	22	and	and	CCONJ
cana-737	7	23	scalability	scalability	NOUN
cana-737	7	24	are	be	AUX
cana-737	7	25	emphasized	emphasize	VERB
cana-737	7	26	in	in	ADP
cana-737	7	27	this	this	DET
cana-737	7	28	evaluation	evaluation	NOUN
cana-737	7	29	analysis	analysis	NOUN
cana-737	7	30	.	.	PUNCT
cana-737	8	1	these	these	DET
cana-737	8	2	inferences	inference	NOUN
cana-737	8	3	imply	imply	VERB
cana-737	8	4	that	that	SCONJ
cana-737	8	5	although	although	SCONJ
cana-737	8	6	static	static	ADJ
cana-737	8	7	analysis	analysis	NOUN
cana-737	8	8	can	can	AUX
cana-737	8	9	provide	provide	VERB
cana-737	8	10	fast	fast	ADJ
cana-737	8	11	detection	detection	NOUN
cana-737	8	12	and	and	CCONJ
cana-737	8	13	high	high	ADJ
cana-737	8	14	accuracy	accuracy	NOUN
cana-737	8	15	,	,	PUNCT
cana-737	8	16	machine	machine	NOUN
cana-737	8	17	learning	learning	NOUN
cana-737	8	18	is	be	AUX
cana-737	8	19	better	well	ADJ
cana-737	8	20	at	at	ADP
cana-737	8	21	high	high	ADJ
cana-737	8	22	scalability	scalability	NOUN
cana-737	8	23	.	.	PUNCT
cana-737	9	1	the	the	DET
cana-737	9	2	study	study	NOUN
cana-737	9	3	also	also	ADV
cana-737	9	4	identifies	identify	VERB
cana-737	9	5	trending	trend	VERB
cana-737	9	6	flaws	flaw	NOUN
cana-737	9	7	often	often	ADV
cana-737	9	8	encountered	encounter	VERB
cana-737	9	9	such	such	ADJ
cana-737	9	10	as	as	ADP
cana-737	9	11	re	re	NOUN
cana-737	9	12	-	-	NOUN
cana-737	9	13	entrancy	entrancy	ADJ
cana-737	9	14	attacks	attack	NOUN
cana-737	9	15	and	and	CCONJ
cana-737	9	16	lack	lack	NOUN
cana-737	9	17	of	of	ADP
cana-737	9	18	input	input	NOUN
cana-737	9	19	validation	validation	NOUN
cana-737	9	20	and	and	CCONJ
cana-737	9	21	stresses	stress	VERB
cana-737	9	22	further	far	ADV
cana-737	9	23	the	the	DET
cana-737	9	24	necessity	necessity	NOUN
cana-737	9	25	of	of	ADP
cana-737	9	26	strong	strong	ADJ
cana-737	9	27	security	security	NOUN
cana-737	9	28	methods	method	NOUN
cana-737	9	29	.	.	PUNCT
cana-737	10	1	besides	besides	SCONJ
cana-737	10	2	,	,	PUNCT
cana-737	10	3	you	you	PRON
cana-737	10	4	may	may	AUX
cana-737	10	5	consider	consider	VERB
cana-737	10	6	the	the	DET
cana-737	10	7	sensitivity	sensitivity	NOUN
cana-737	10	8	analysis	analysis	NOUN
cana-737	10	9	in	in	ADP
cana-737	10	10	different	different	ADJ
cana-737	10	11	network	network	NOUN
cana-737	10	12	load	load	NOUN
cana-737	10	13	scenarios	scenario	NOUN
cana-737	10	14	as	as	SCONJ
cana-737	10	15	it	it	PRON
cana-737	10	16	shows	show	VERB
cana-737	10	17	the	the	DET
cana-737	10	18	efficiency	efficiency	NOUN
cana-737	10	19	of	of	ADP
cana-737	10	20	detection	detection	NOUN
cana-737	10	21	technique	technique	NOUN
cana-737	10	22	in	in	ADP
cana-737	10	23	changing	change	VERB
cana-737	10	24	operational	operational	ADJ
cana-737	10	25	settings	setting	NOUN
cana-737	10	26	.	.	PUNCT
cana-737	11	1	novelty	novelty	NOUN
cana-737	11	2	and	and	CCONJ
cana-737	11	3	applications	application	NOUN
cana-737	11	4	:	:	PUNCT
cana-737	11	5	overall	overall	ADV
cana-737	11	6	,	,	PUNCT
cana-737	11	7	the	the	DET
cana-737	11	8	research	research	NOUN
cana-737	11	9	brings	bring	VERB
cana-737	11	10	a	a	DET
cana-737	11	11	reliable	reliable	ADJ
cana-737	11	12	development	development	NOUN
cana-737	11	13	to	to	ADP
cana-737	11	14	smart	smart	ADJ
cana-737	11	15	contracts	contract	NOUN
cana-737	11	16	in	in	ADP
cana-737	11	17	ethereum	ethereum	NOUN
cana-737	11	18	's	's	PART
cana-737	11	19	security	security	NOUN
cana-737	11	20	industries	industry	NOUN
cana-737	11	21	through	through	ADP
cana-737	11	22	analyzing	analyzing	NOUN
cana-737	11	23	and	and	CCONJ
cana-737	11	24	profiling	profile	VERB
cana-737	11	25	vulnerability	vulnerability	NOUN
cana-737	11	26	types	type	NOUN
cana-737	11	27	and	and	CCONJ
cana-737	11	28	performance	performance	NOUN
cana-737	11	29	metrics	metric	NOUN
cana-737	11	30	that	that	PRON
cana-737	11	31	inform	inform	VERB
cana-737	11	32	the	the	DET
cana-737	11	33	development	development	NOUN
cana-737	11	34	of	of	ADP
cana-737	11	35	more	more	ADV
cana-737	11	36	stable	stable	ADJ
cana-737	11	37	and	and	CCONJ
cana-737	11	38	efficient	efficient	ADJ
cana-737	11	39	security	security	NOUN
cana-737	11	40	activities	activity	NOUN
cana-737	11	41	for	for	ADP
cana-737	11	42	distributed	distribute	VERB
cana-737	11	43	applications	application	NOUN
cana-737	11	44	.	.	PUNCT
cana-737	12	1	keywords	keyword	NOUN
cana-737	12	2	:	:	PUNCT
cana-737	13	1	blockchain	blockchain	NOUN
cana-737	13	2	,	,	PUNCT
cana-737	13	3	smart	smart	ADJ
cana-737	13	4	contract	contract	NOUN
cana-737	13	5	,	,	PUNCT
cana-737	13	6	smart	smart	ADJ
cana-737	13	7	contract	contract	NOUN
cana-737	13	8	vulnerabilities	vulnerability	NOUN
cana-737	13	9	,	,	PUNCT
cana-737	13	10	detection	detection	NOUN
cana-737	13	11	technique	technique	NOUN
cana-737	13	12	.	.	PUNCT
cana-737	14	1	1	1	X
cana-737	14	2	.	.	X
cana-737	14	3	introduction	introduction	NOUN
cana-737	14	4	the	the	DET
cana-737	14	5	blockchain	blockchain	PROPN
cana-737	14	6	technology	technology	PROPN
cana-737	14	7	scene	scene	NOUN
cana-737	14	8	is	be	AUX
cana-737	14	9	currently	currently	ADV
cana-737	14	10	in	in	ADP
cana-737	14	11	an	an	DET
cana-737	14	12	intense	intense	ADJ
cana-737	14	13	state	state	NOUN
cana-737	14	14	of	of	ADP
cana-737	14	15	flux	flux	NOUN
cana-737	14	16	,	,	PUNCT
cana-737	14	17	and	and	CCONJ
cana-737	14	18	among	among	ADP
cana-737	14	19	the	the	DET
cana-737	14	20	frontrunners	frontrunner	NOUN
cana-737	14	21	of	of	ADP
cana-737	14	22	platforms	platform	NOUN
cana-737	14	23	serving	serve	VERB
cana-737	14	24	decentralized	decentralize	VERB
cana-737	14	25	applications	application	NOUN
cana-737	14	26	(	(	PUNCT
cana-737	14	27	dapps	dapp	NOUN
cana-737	14	28	)	)	PUNCT
cana-737	14	29	and	and	CCONJ
cana-737	14	30	smart	smart	ADJ
cana-737	14	31	contracts	contract	NOUN
cana-737	14	32	is	be	AUX
cana-737	14	33	ethereum	ethereum	NOUN
cana-737	14	34	.	.	PUNCT
cana-737	15	1	ethereum	ethereum	PROPN
cana-737	15	2	's	's	PART
cana-737	15	3	foundation	foundation	NOUN
cana-737	15	4	is	be	AUX
cana-737	15	5	smart	smart	ADJ
cana-737	15	6	contracts	contract	NOUN
cana-737	15	7	,	,	PUNCT
cana-737	15	8	these	these	DET
cana-737	15	9	automated	automate	VERB
cana-737	15	10	scripts	script	NOUN
cana-737	15	11	execute	execute	VERB
cana-737	15	12	specific	specific	ADJ
cana-737	15	13	tasks	task	NOUN
cana-737	15	14	when	when	SCONJ
cana-737	15	15	certain	certain	ADJ
cana-737	15	16	conditions	condition	NOUN
cana-737	15	17	are	be	AUX
cana-737	15	18	met[1	met[1	NUM
cana-737	15	19	]	]	PUNCT
cana-737	15	20	.	.	PUNCT
cana-737	16	1	these	these	DET
cana-737	16	2	contractors	contractor	NOUN
cana-737	16	3	allow	allow	VERB
cana-737	16	4	the	the	DET
cana-737	16	5	creation	creation	NOUN
cana-737	16	6	of	of	ADP
cana-737	16	7	a	a	DET
cana-737	16	8	full	full	ADJ
cana-737	16	9	spectrum	spectrum	NOUN
cana-737	16	10	of	of	ADP
cana-737	16	11	applications	application	NOUN
cana-737	16	12	,	,	PUNCT
cana-737	16	13	from	from	ADP
cana-737	16	14	financial	financial	ADJ
cana-737	16	15	products	product	NOUN
cana-737	16	16	to	to	ADP
cana-737	16	17	decentralized	decentralize	VERB
cana-737	16	18	autonomous	autonomous	ADJ
cana-737	16	19	organizations	organization	NOUN
cana-737	16	20	(	(	PUNCT
cana-737	16	21	daos)[3	daos)[3	NUM
cana-737	16	22	]	]	PUNCT
cana-737	16	23	.	.	PUNCT
cana-737	17	1	the	the	DET
cana-737	17	2	dangers	danger	NOUN
cana-737	17	3	of	of	ADP
cana-737	17	4	smart	smart	ADJ
cana-737	17	5	contract	contract	NOUN
cana-737	17	6	complexity	complexity	NOUN
cana-737	17	7	and	and	CCONJ
cana-737	17	8	the	the	DET
cana-737	17	9	expansion	expansion	NOUN
cana-737	17	10	of	of	ADP
cana-737	17	11	their	their	PRON
cana-737	17	12	adoption	adoption	NOUN
cana-737	17	13	may	may	AUX
cana-737	17	14	overlook	overlook	VERB
cana-737	17	15	some	some	DET
cana-737	17	16	vulnerabilities[5	vulnerabilities[5	NOUN
cana-737	17	17	]	]	PUNCT
cana-737	17	18	.	.	PUNCT
cana-737	18	1	communications	communication	NOUN
cana-737	18	2	on	on	ADP
cana-737	18	3	applied	apply	VERB
cana-737	18	4	nonlinear	nonlinear	ADJ
cana-737	18	5	analysis	analysis	NOUN
cana-737	18	6	issn	issn	NOUN
cana-737	18	7	:	:	PUNCT
cana-737	18	8	1074	1074	NUM
cana-737	18	9	-	-	PUNCT
cana-737	18	10	133x	133x	NUM
cana-737	18	11	vol	vol	NOUN
cana-737	18	12	31	31	NUM
cana-737	18	13	no	no	NOUN
cana-737	18	14	.	.	PUNCT
cana-737	19	1	3s	3s	NUM
cana-737	19	2	(	(	PUNCT
cana-737	19	3	2024	2024	NUM
cana-737	19	4	)	)	PUNCT
cana-737	19	5	128	128	NUM
cana-737	19	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-737	19	7	the	the	DET
cana-737	19	8	safety	safety	NOUN
cana-737	19	9	of	of	ADP
cana-737	19	10	smart	smart	ADJ
cana-737	19	11	contracts	contract	NOUN
cana-737	19	12	becomes	become	VERB
cana-737	19	13	critical	critical	ADJ
cana-737	19	14	because	because	SCONJ
cana-737	19	15	of	of	ADP
cana-737	19	16	the	the	DET
cana-737	19	17	inherent	inherent	ADJ
cana-737	19	18	nature	nature	NOUN
cana-737	19	19	of	of	ADP
cana-737	19	20	blockchain	blockchain	PROPN
cana-737	19	21	technology	technology	PROPN
cana-737	19	22	which	which	PRON
cana-737	19	23	is	be	AUX
cana-737	19	24	immutable	immutable	ADJ
cana-737	19	25	and	and	CCONJ
cana-737	19	26	transparent	transparent	ADJ
cana-737	19	27	.	.	PUNCT
cana-737	20	1	one	one	NUM
cana-737	20	2	of	of	ADP
cana-737	20	3	the	the	DET
cana-737	20	4	perks	perk	NOUN
cana-737	20	5	of	of	ADP
cana-737	20	6	the	the	DET
cana-737	20	7	ethereum	ethereum	NOUN
cana-737	20	8	smart	smart	ADJ
cana-737	20	9	contract	contract	NOUN
cana-737	20	10	deployment	deployment	NOUN
cana-737	20	11	is	be	AUX
cana-737	20	12	that	that	SCONJ
cana-737	20	13	the	the	DET
cana-737	20	14	parties	party	NOUN
cana-737	20	15	can	can	AUX
cana-737	20	16	not	not	PART
cana-737	20	17	alter	alter	VERB
cana-737	20	18	the	the	DET
cana-737	20	19	contract	contract	NOUN
cana-737	20	20	once	once	SCONJ
cana-737	20	21	it	it	PRON
cana-737	20	22	is	be	AUX
cana-737	20	23	already	already	ADV
cana-737	20	24	deployed	deploy	VERB
cana-737	20	25	on	on	ADP
cana-737	20	26	the	the	DET
cana-737	20	27	network	network	NOUN
cana-737	20	28	,	,	PUNCT
cana-737	20	29	causing	cause	VERB
cana-737	20	30	a	a	DET
cana-737	20	31	high	high	ADJ
cana-737	20	32	level	level	NOUN
cana-737	20	33	of	of	ADP
cana-737	20	34	trust	trust	NOUN
cana-737	20	35	and	and	CCONJ
cana-737	20	36	reliability	reliability	NOUN
cana-737	20	37	.	.	PUNCT
cana-737	21	1	on	on	ADP
cana-737	21	2	one	one	NUM
cana-737	21	3	hand	hand	NOUN
cana-737	21	4	,	,	PUNCT
cana-737	21	5	this	this	DET
cana-737	21	6	property	property	NOUN
cana-737	21	7	implies	imply	VERB
cana-737	21	8	that	that	SCONJ
cana-737	21	9	any	any	DET
cana-737	21	10	feeling	feeling	NOUN
cana-737	21	11	bugs	bug	VERB
cana-737	21	12	in	in	ADP
cana-737	21	13	thd	thd	PROPN
cana-737	21	14	e	e	PROPN
cana-737	21	15	code	code	NOUN
cana-737	21	16	become	become	VERB
cana-737	21	17	severe	severe	ADJ
cana-737	21	18	consequences	consequence	NOUN
cana-737	21	19	resulting	result	VERB
cana-737	21	20	in	in	ADP
cana-737	21	21	financial	financial	ADJ
cana-737	21	22	losses	loss	NOUN
cana-737	21	23	or	or	CCONJ
cana-737	21	24	even	even	ADV
cana-737	21	25	abuse	abuse	NOUN
cana-737	21	26	of	of	ADP
cana-737	21	27	these	these	DET
cana-737	21	28	actors	actor	NOUN
cana-737	21	29	[	[	X
cana-737	21	30	5	5	NUM
cana-737	21	31	]	]	PUNCT
cana-737	21	32	.	.	PUNCT
cana-737	22	1	due	due	ADP
cana-737	22	2	to	to	ADP
cana-737	22	3	the	the	DET
cana-737	22	4	critical	critical	ADJ
cana-737	22	5	significance	significance	NOUN
cana-737	22	6	of	of	ADP
cana-737	22	7	smart	smart	ADJ
cana-737	22	8	contract	contract	NOUN
cana-737	22	9	security	security	NOUN
cana-737	22	10	,	,	PUNCT
cana-737	22	11	researchers	researcher	NOUN
cana-737	22	12	and	and	CCONJ
cana-737	22	13	implementation	implementation	NOUN
cana-737	22	14	specialists	specialist	NOUN
cana-737	22	15	have	have	AUX
cana-737	22	16	directed	direct	VERB
cana-737	22	17	a	a	DET
cana-737	22	18	great	great	ADJ
cana-737	22	19	deal	deal	NOUN
cana-737	22	20	of	of	ADP
cana-737	22	21	focus	focus	NOUN
cana-737	22	22	on	on	ADP
cana-737	22	23	the	the	DET
cana-737	22	24	invention	invention	NOUN
cana-737	22	25	or	or	CCONJ
cana-737	22	26	breach	breach	VERB
cana-737	22	27	detection	detection	NOUN
cana-737	22	28	in	in	ADP
cana-737	22	29	ethereum	ethereum	NOUN
cana-737	22	30	smart	smart	ADJ
cana-737	22	31	contracts[1],[5],[10	contracts[1],[5],[10	ADV
cana-737	22	32	]	]	PUNCT
cana-737	22	33	.	.	PUNCT
cana-737	23	1	this	this	DET
cana-737	23	2	study	study	NOUN
cana-737	23	3	is	be	AUX
cana-737	23	4	targeted	target	VERB
cana-737	23	5	at	at	ADP
cana-737	23	6	scrutinizing	scrutinize	VERB
cana-737	23	7	the	the	DET
cana-737	23	8	existing	exist	VERB
cana-737	23	9	methods	method	NOUN
cana-737	23	10	of	of	ADP
cana-737	23	11	finding	find	VERB
cana-737	23	12	vulnerabilities	vulnerability	NOUN
cana-737	23	13	in	in	ADP
cana-737	23	14	the	the	DET
cana-737	23	15	ethereum	ethereum	NOUN
cana-737	23	16	smart	smart	ADJ
cana-737	23	17	contracts	contract	NOUN
cana-737	23	18	and	and	CCONJ
cana-737	23	19	examining	examine	VERB
cana-737	23	20	their	their	PRON
cana-737	23	21	efficiency	efficiency	NOUN
cana-737	23	22	.	.	PUNCT
cana-737	24	1	we	we	PRON
cana-737	24	2	will	will	AUX
cana-737	24	3	explore	explore	VERB
cana-737	24	4	their	their	PRON
cana-737	24	5	strengths	strength	NOUN
cana-737	24	6	limitations	limitation	NOUN
cana-737	24	7	as	as	ADV
cana-737	24	8	well	well	ADV
cana-737	24	9	as	as	ADP
cana-737	24	10	hint	hint	NOUN
cana-737	24	11	at	at	ADP
cana-737	24	12	spots	spot	NOUN
cana-737	24	13	for	for	ADP
cana-737	24	14	further	further	ADJ
cana-737	24	15	development	development	NOUN
cana-737	24	16	of	of	ADP
cana-737	24	17	smart	smart	ADJ
cana-737	24	18	contract	contract	NOUN
cana-737	24	19	security	security	NOUN
cana-737	24	20	practices	practice	NOUN
cana-737	24	21	development	development	NOUN
cana-737	24	22	.	.	PUNCT
cana-737	25	1	therefore	therefore	ADV
cana-737	25	2	,	,	PUNCT
cana-737	25	3	our	our	PRON
cana-737	25	4	research	research	NOUN
cana-737	25	5	has	have	VERB
cana-737	25	6	the	the	DET
cana-737	25	7	potential	potential	NOUN
cana-737	25	8	to	to	PART
cana-737	25	9	support	support	VERB
cana-737	25	10	in	in	ADP
cana-737	25	11	the	the	DET
cana-737	25	12	future	future	NOUN
cana-737	25	13	.	.	PUNCT
cana-737	26	1	the	the	DET
cana-737	26	2	detection	detection	NOUN
cana-737	26	3	of	of	ADP
cana-737	26	4	smart	smart	ADJ
cana-737	26	5	contract	contract	NOUN
cana-737	26	6	vulnerabilities	vulnerability	NOUN
cana-737	26	7	in	in	ADP
cana-737	26	8	ethereum	ethereum	NOUN
cana-737	26	9	presents	present	VERB
cana-737	26	10	characteristic	characteristic	ADJ
cana-737	26	11	differences	difference	NOUN
cana-737	26	12	in	in	ADP
cana-737	26	13	comparison	comparison	NOUN
cana-737	26	14	with	with	ADP
cana-737	26	15	this	this	DET
cana-737	26	16	software	software	NOUN
cana-737	26	17	security	security	NOUN
cana-737	26	18	analysis	analysis	NOUN
cana-737	26	19	.	.	PUNCT
cana-737	27	1	smart	smart	ADJ
cana-737	27	2	contracts	contract	NOUN
cana-737	27	3	are	be	AUX
cana-737	27	4	run	run	VERB
cana-737	27	5	on	on	ADP
cana-737	27	6	the	the	DET
cana-737	27	7	distributed	distribute	VERB
cana-737	27	8	network	network	NOUN
cana-737	27	9	of	of	ADP
cana-737	27	10	nodes	node	NOUN
cana-737	27	11	.	.	PUNCT
cana-737	28	1	this	this	PRON
cana-737	28	2	makes	make	VERB
cana-737	28	3	it	it	PRON
cana-737	28	4	complicated	complicated	ADJ
cana-737	28	5	to	to	PART
cana-737	28	6	identify	identify	VERB
cana-737	28	7	as	as	ADV
cana-737	28	8	well	well	ADV
cana-737	28	9	as	as	ADP
cana-737	28	10	eliminate	eliminate	VERB
cana-737	28	11	security	security	NOUN
cana-737	28	12	threats	threat	NOUN
cana-737	28	13	effectively	effectively	ADV
cana-737	28	14	.	.	PUNCT
cana-737	29	1	in	in	ADP
cana-737	29	2	addition	addition	NOUN
cana-737	29	3	to	to	ADP
cana-737	29	4	this	this	PRON
cana-737	29	5	,	,	PUNCT
cana-737	29	6	once	once	ADV
cana-737	29	7	a	a	DET
cana-737	29	8	vulnerability	vulnerability	NOUN
cana-737	29	9	is	be	AUX
cana-737	29	10	exploited	exploit	VERB
cana-737	29	11	,	,	PUNCT
cana-737	29	12	it	it	PRON
cana-737	29	13	becomes	become	VERB
cana-737	29	14	unchangeable	unchangeable	ADJ
cana-737	29	15	and	and	CCONJ
cana-737	29	16	damages	damage	VERB
cana-737	29	17	the	the	DET
cana-737	29	18	user	user	NOUN
cana-737	29	19	might	might	AUX
cana-737	29	20	be	be	AUX
cana-737	29	21	irrecoverable	irrecoverable	ADJ
cana-737	29	22	,	,	PUNCT
cana-737	29	23	in	in	ADP
cana-737	29	24	the	the	DET
cana-737	29	25	end	end	NOUN
cana-737	29	26	to	to	ADP
cana-737	29	27	the	the	DET
cana-737	29	28	users	user	NOUN
cana-737	29	29	'	'	PART
cana-737	29	30	accounts	account	NOUN
cana-737	29	31	.	.	PUNCT
cana-737	30	1	one	one	NUM
cana-737	30	2	of	of	ADP
cana-737	30	3	the	the	DET
cana-737	30	4	main	main	ADJ
cana-737	30	5	issues	issue	NOUN
cana-737	30	6	in	in	ADP
cana-737	30	7	smart	smart	ADJ
cana-737	30	8	contracts	contract	NOUN
cana-737	30	9	security	security	NOUN
cana-737	30	10	is	be	AUX
cana-737	30	11	the	the	DET
cana-737	30	12	variety	variety	NOUN
cana-737	30	13	of	of	ADP
cana-737	30	14	their	their	PRON
cana-737	30	15	bug	bug	NOUN
cana-737	30	16	types	type	NOUN
cana-737	30	17	and	and	CCONJ
cana-737	30	18	manifestations	manifestation	NOUN
cana-737	30	19	.	.	PUNCT
cana-737	31	1	an	an	DET
cana-737	31	2	attacker	attacker	NOUN
cana-737	31	3	could	could	AUX
cana-737	31	4	use	use	VERB
cana-737	31	5	reentrancy	reentrancy	NOUN
cana-737	31	6	attacks	attack	NOUN
cana-737	31	7	,	,	PUNCT
cana-737	31	8	where	where	SCONJ
cana-737	31	9	a	a	DET
cana-737	31	10	contract	contract	NOUN
cana-737	31	11	's	's	PART
cana-737	31	12	function	function	NOUN
cana-737	31	13	is	be	AUX
cana-737	31	14	called	call	VERB
cana-737	31	15	again	again	ADV
cana-737	31	16	before	before	SCONJ
cana-737	31	17	the	the	DET
cana-737	31	18	previous	previous	ADJ
cana-737	31	19	calls	call	NOUN
cana-737	31	20	are	be	AUX
cana-737	31	21	finalized	finalize	VERB
cana-737	31	22	,	,	PUNCT
cana-737	31	23	and	and	CCONJ
cana-737	31	24	thus	thus	ADV
cana-737	31	25	allows	allow	VERB
cana-737	31	26	the	the	DET
cana-737	31	27	attacker	attacker	NOUN
cana-737	31	28	to	to	PART
cana-737	31	29	manipulate	manipulate	VERB
cana-737	31	30	the	the	DET
cana-737	31	31	contract	contract	NOUN
cana-737	31	32	state	state	NOUN
cana-737	32	1	[	[	X
cana-737	32	2	7	7	NUM
cana-737	32	3	]	]	PUNCT
cana-737	32	4	.	.	PUNCT
cana-737	33	1	the	the	DET
cana-737	33	2	one	one	NUM
cana-737	33	3	more	more	ADV
cana-737	33	4	frequent	frequent	ADJ
cana-737	33	5	vulnerability	vulnerability	NOUN
cana-737	33	6	encountered	encounter	VERB
cana-737	33	7	is	be	AUX
cana-737	33	8	the	the	DET
cana-737	33	9	absence	absence	NOUN
cana-737	33	10	of	of	ADP
cana-737	33	11	input	input	NOUN
cana-737	33	12	validation	validation	NOUN
cana-737	33	13	,	,	PUNCT
cana-737	33	14	which	which	PRON
cana-737	33	15	makes	make	VERB
cana-737	33	16	it	it	PRON
cana-737	33	17	possible	possible	ADJ
cana-737	33	18	for	for	SCONJ
cana-737	33	19	hackers	hacker	NOUN
cana-737	33	20	to	to	PART
cana-737	33	21	input	input	VERB
cana-737	33	22	malicious	malicious	ADJ
cana-737	33	23	data	datum	NOUN
cana-737	33	24	into	into	ADP
cana-737	33	25	smart	smart	ADJ
cana-737	33	26	contracts	contract	NOUN
cana-737	33	27	so	so	SCONJ
cana-737	33	28	that	that	SCONJ
cana-737	33	29	they	they	PRON
cana-737	33	30	could	could	AUX
cana-737	33	31	produce	produce	VERB
cana-737	33	32	misbehavior	misbehavior	NOUN
cana-737	33	33	or	or	CCONJ
cana-737	33	34	unauthorized	unauthorized	ADJ
cana-737	33	35	access	access	NOUN
cana-737	33	36	.	.	PUNCT
cana-737	34	1	to	to	PART
cana-737	34	2	cope	cope	VERB
cana-737	34	3	with	with	ADP
cana-737	34	4	these	these	DET
cana-737	34	5	issues	issue	NOUN
cana-737	34	6	,	,	PUNCT
cana-737	34	7	a	a	DET
cana-737	34	8	lot	lot	NOUN
cana-737	34	9	of	of	ADP
cana-737	34	10	scientists	scientist	NOUN
cana-737	34	11	have	have	AUX
cana-737	34	12	created	create	VERB
cana-737	34	13	variety	variety	NOUN
cana-737	34	14	of	of	ADP
cana-737	34	15	methods	method	NOUN
cana-737	34	16	to	to	PART
cana-737	34	17	detect	detect	VERB
cana-737	34	18	weaknesses	weakness	NOUN
cana-737	34	19	in	in	ADP
cana-737	34	20	ethereum	ethereum	NOUN
cana-737	34	21	smart	smart	ADJ
cana-737	34	22	contracts	contract	NOUN
cana-737	34	23	'	'	PART
cana-737	34	24	codes	code	NOUN
cana-737	34	25	.	.	PUNCT
cana-737	35	1	these	these	DET
cana-737	35	2	techniques	technique	NOUN
cana-737	35	3	rely	rely	VERB
cana-737	35	4	on	on	ADP
cana-737	35	5	a	a	DET
cana-737	35	6	mixture	mixture	NOUN
cana-737	35	7	of	of	ADP
cana-737	35	8	static	static	ADJ
cana-737	35	9	analysis	analysis	NOUN
cana-737	35	10	,	,	PUNCT
cana-737	35	11	dynamic	dynamic	ADJ
cana-737	35	12	analysis	analysis	NOUN
cana-737	35	13	,	,	PUNCT
cana-737	35	14	symbolic	symbolic	ADJ
cana-737	35	15	execution	execution	NOUN
cana-737	35	16	,	,	PUNCT
cana-737	35	17	and	and	CCONJ
cana-737	35	18	machine	machine	NOUN
cana-737	35	19	learning	learn	VERB
cana-737	35	20	approaches	approach	NOUN
cana-737	35	21	to	to	AUX
cana-737	35	22	configure	configure	VERB
cana-737	35	23	potential	potential	ADJ
cana-737	35	24	breaches	breach	NOUN
cana-737	35	25	of	of	ADP
cana-737	35	26	security	security	NOUN
cana-737	35	27	in	in	ADP
cana-737	35	28	smart	smart	ADJ
cana-737	35	29	contracts	contract	NOUN
cana-737	35	30	.	.	PUNCT
cana-737	36	1	static	static	ADJ
cana-737	36	2	analysis	analysis	NOUN
cana-737	36	3	methods	method	NOUN
cana-737	36	4	analyze	analyze	VERB
cana-737	36	5	smart	smart	ADJ
cana-737	36	6	contracts	contract	NOUN
cana-737	36	7	'	'	PART
cana-737	36	8	source	source	NOUN
cana-737	36	9	code	code	NOUN
cana-737	36	10	without	without	ADP
cana-737	36	11	running	run	VERB
cana-737	36	12	them	they	PRON
cana-737	36	13	,	,	PUNCT
cana-737	36	14	letting	let	VERB
cana-737	36	15	the	the	DET
cana-737	36	16	detection	detection	NOUN
cana-737	36	17	of	of	ADP
cana-737	36	18	familiar	familiar	ADJ
cana-737	36	19	patterns	pattern	NOUN
cana-737	36	20	or	or	CCONJ
cana-737	36	21	security	security	NOUN
cana-737	36	22	bugs[1],[5	bugs[1],[5	PROPN
cana-737	36	23	]	]	PUNCT
cana-737	36	24	.	.	PUNCT
cana-737	37	1	dynamic	dynamic	ADJ
cana-737	37	2	analysis	analysis	NOUN
cana-737	37	3	deals	deal	NOUN
cana-737	37	4	with	with	ADP
cana-737	37	5	running	run	VERB
cana-737	37	6	the	the	DET
cana-737	37	7	smart	smart	ADJ
cana-737	37	8	contracts	contract	NOUN
cana-737	37	9	in	in	ADP
cana-737	37	10	the	the	DET
cana-737	37	11	sandbox	sandbox	NOUN
cana-737	37	12	to	to	PART
cana-737	37	13	see	see	VERB
cana-737	37	14	the	the	DET
cana-737	37	15	system	system	NOUN
cana-737	37	16	performance	performance	NOUN
cana-737	37	17	and	and	CCONJ
cana-737	37	18	detect	detect	VERB
cana-737	37	19	security	security	NOUN
cana-737	37	20	vulnerabilities	vulnerability	NOUN
cana-737	37	21	in	in	ADP
cana-737	37	22	that	that	DET
cana-737	37	23	code	code	NOUN
cana-737	37	24	the	the	DET
cana-737	37	25	symbolic	symbolic	ADJ
cana-737	37	26	execution	execution	NOUN
cana-737	37	27	techniques	technique	NOUN
cana-737	37	28	examine	examine	VERB
cana-737	37	29	smart	smart	ADJ
cana-737	37	30	contract	contract	NOUN
cana-737	37	31	code	code	NOUN
cana-737	37	32	symbolically	symbolically	ADV
cana-737	37	33	,	,	PUNCT
cana-737	37	34	simulating	simulate	VERB
cana-737	37	35	all	all	DET
cana-737	37	36	possible	possible	ADJ
cana-737	37	37	execution	execution	NOUN
cana-737	37	38	paths	path	NOUN
cana-737	37	39	to	to	PART
cana-737	37	40	discover	discover	VERB
cana-737	37	41	the	the	DET
cana-737	37	42	flaws	flaw	NOUN
cana-737	37	43	e.g.	e.g.	ADV
cana-737	37	44	integer	integer	NOUN
cana-737	37	45	overflow	overflow	NOUN
cana-737	37	46	or	or	CCONJ
cana-737	37	47	underflow	underflow	NOUN
cana-737	37	48	.	.	PUNCT
cana-737	38	1	machine	machine	NOUN
cana-737	38	2	learning	learning	NOUN
cana-737	38	3	approaches	approach	NOUN
cana-737	38	4	are	be	AUX
cana-737	38	5	based	base	VERB
cana-737	38	6	on	on	ADP
cana-737	38	7	historical	historical	ADJ
cana-737	38	8	data	datum	NOUN
cana-737	38	9	and	and	CCONJ
cana-737	38	10	earlier	early	ADJ
cana-737	38	11	patterns	pattern	NOUN
cana-737	38	12	in	in	ADP
cana-737	38	13	the	the	DET
cana-737	38	14	codes	code	NOUN
cana-737	38	15	of	of	ADP
cana-737	38	16	smart	smart	ADJ
cana-737	38	17	contracts	contract	NOUN
cana-737	38	18	to	to	PART
cana-737	38	19	predict	predict	VERB
cana-737	38	20	their	their	PRON
cana-737	38	21	potential	potential	ADJ
cana-737	38	22	vulnerabilities	vulnerability	NOUN
cana-737	38	23	based	base	VERB
cana-737	38	24	on	on	ADP
cana-737	38	25	the	the	DET
cana-737	38	26	structure	structure	NOUN
cana-737	38	27	and	and	CCONJ
cana-737	38	28	features	feature	NOUN
cana-737	38	29	of	of	ADP
cana-737	38	30	the	the	DET
cana-737	38	31	codes	code	NOUN
cana-737	38	32	.	.	PUNCT
cana-737	39	1	by	by	ADP
cana-737	39	2	mixing	mix	VERB
cana-737	39	3	these	these	DET
cana-737	39	4	various	various	ADJ
cana-737	39	5	approaches	approach	NOUN
cana-737	39	6	,	,	PUNCT
cana-737	39	7	the	the	DET
cana-737	39	8	researchers	researcher	NOUN
cana-737	39	9	try	try	VERB
cana-737	39	10	to	to	PART
cana-737	39	11	ensure	ensure	VERB
cana-737	39	12	maximum	maximum	ADJ
cana-737	39	13	security	security	NOUN
cana-737	39	14	protection	protection	NOUN
cana-737	39	15	as	as	ADV
cana-737	39	16	far	far	ADV
cana-737	39	17	as	as	SCONJ
cana-737	39	18	ethereum	ethereum	NOUN
cana-737	39	19	smart	smart	ADJ
cana-737	39	20	contracts	contract	NOUN
cana-737	39	21	are	be	AUX
cana-737	39	22	concerned	concern	VERB
cana-737	39	23	.	.	PUNCT
cana-737	40	1	although	although	SCONJ
cana-737	40	2	the	the	DET
cana-737	40	3	sphere	sphere	NOUN
cana-737	40	4	of	of	ADP
cana-737	40	5	smart	smart	ADJ
cana-737	40	6	contract	contract	NOUN
cana-737	40	7	security	security	NOUN
cana-737	40	8	is	be	AUX
cana-737	40	9	advancing	advance	VERB
cana-737	40	10	,	,	PUNCT
cana-737	40	11	quite	quite	DET
cana-737	40	12	some	some	DET
cana-737	40	13	challenges	challenge	NOUN
cana-737	40	14	and	and	CCONJ
cana-737	40	15	shortcomings	shortcoming	NOUN
cana-737	40	16	are	be	AUX
cana-737	40	17	still	still	ADV
cana-737	40	18	there	there	ADV
cana-737	40	19	.	.	PUNCT
cana-737	41	1	a	a	DET
cana-737	41	2	major	major	ADJ
cana-737	41	3	issue	issue	NOUN
cana-737	41	4	is	be	AUX
cana-737	41	5	that	that	SCONJ
cana-737	41	6	the	the	DET
cana-737	41	7	currently	currently	ADV
cana-737	41	8	employed	employ	VERB
cana-737	41	9	methods	method	NOUN
cana-737	41	10	for	for	ADP
cana-737	41	11	discovering	discover	VERB
cana-737	41	12	vulnerabilities	vulnerability	NOUN
cana-737	41	13	do	do	AUX
cana-737	41	14	not	not	PART
cana-737	41	15	scale	scale	VERB
cana-737	41	16	easily	easily	ADV
cana-737	41	17	,	,	PUNCT
cana-737	41	18	and	and	CCONJ
cana-737	41	19	this	this	PRON
cana-737	41	20	will	will	AUX
cana-737	41	21	particularly	particularly	ADV
cana-737	41	22	be	be	AUX
cana-737	41	23	the	the	DET
cana-737	41	24	case	case	NOUN
cana-737	41	25	as	as	SCONJ
cana-737	41	26	the	the	DET
cana-737	41	27	ethereum	ethereum	NOUN
cana-737	41	28	ecosystem	ecosystem	NOUN
cana-737	41	29	continues	continue	VERB
cana-737	41	30	to	to	PART
cana-737	41	31	grow	grow	VERB
cana-737	41	32	at	at	ADP
cana-737	41	33	a	a	DET
cana-737	41	34	very	very	ADV
cana-737	41	35	fast	fast	ADJ
cana-737	41	36	pace	pace	NOUN
cana-737	41	37	.	.	PUNCT
cana-737	42	1	the	the	DET
cana-737	42	2	problem	problem	NOUN
cana-737	42	3	with	with	ADP
cana-737	42	4	the	the	DET
cana-737	42	5	increasing	increase	VERB
cana-737	42	6	number	number	NOUN
cana-737	42	7	of	of	ADP
cana-737	42	8	smart	smart	ADJ
cana-737	42	9	contracts	contract	NOUN
cana-737	42	10	getting	getting	AUX
cana-737	42	11	deployed	deploy	VERB
cana-737	42	12	on	on	ADP
cana-737	42	13	the	the	DET
cana-737	42	14	network	network	NOUN
cana-737	42	15	is	be	AUX
cana-737	42	16	that	that	SCONJ
cana-737	42	17	it	it	PRON
cana-737	42	18	becomes	become	VERB
cana-737	42	19	very	very	ADV
cana-737	42	20	difficult	difficult	ADJ
cana-737	42	21	to	to	PART
cana-737	42	22	comprehensively	comprehensively	ADV
cana-737	42	23	analyze	analyze	VERB
cana-737	42	24	them	they	PRON
cana-737	42	25	,	,	PUNCT
cana-737	42	26	especially	especially	ADV
cana-737	42	27	in	in	ADP
cana-737	42	28	a	a	DET
cana-737	42	29	concise	concise	ADJ
cana-737	42	30	time	time	NOUN
cana-737	42	31	frame	frame	NOUN
cana-737	42	32	.	.	PUNCT
cana-737	43	1	furthermore	furthermore	ADV
cana-737	43	2	,	,	PUNCT
cana-737	43	3	the	the	DET
cana-737	43	4	up	up	ADP
cana-737	43	5	-	-	PUNCT
cana-737	43	6	to	to	ADP
cana-737	43	7	-	-	PUNCT
cana-737	43	8	date	date	NOUN
cana-737	43	9	nature	nature	NOUN
cana-737	43	10	of	of	ADP
cana-737	43	11	blockchain	blockchain	PROPN
cana-737	43	12	technology	technology	PROPN
cana-737	43	13	communications	communication	NOUN
cana-737	43	14	on	on	ADP
cana-737	43	15	applied	apply	VERB
cana-737	43	16	nonlinear	nonlinear	ADJ
cana-737	43	17	analysis	analysis	NOUN
cana-737	43	18	issn	issn	NOUN
cana-737	43	19	:	:	PUNCT
cana-737	43	20	1074	1074	NUM
cana-737	43	21	-	-	PUNCT
cana-737	43	22	133x	133x	NUM
cana-737	43	23	vol	vol	NOUN
cana-737	43	24	31	31	NUM
cana-737	43	25	no	no	NOUN
cana-737	43	26	.	.	PUNCT
cana-737	44	1	3s	3s	NUM
cana-737	44	2	(	(	PUNCT
cana-737	44	3	2024	2024	NUM
cana-737	44	4	)	)	PUNCT
cana-737	44	5	129	129	NUM
cana-737	44	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-737	44	7	indicates	indicate	VERB
cana-737	44	8	that	that	SCONJ
cana-737	44	9	new	new	ADJ
cana-737	44	10	vulnerabilities	vulnerability	NOUN
cana-737	44	11	and	and	CCONJ
cana-737	44	12	attack	attack	NOUN
cana-737	44	13	vectors	vector	NOUN
cana-737	44	14	may	may	AUX
cana-737	44	15	appear	appear	VERB
cana-737	44	16	over	over	ADP
cana-737	44	17	time	time	NOUN
cana-737	44	18	,	,	PUNCT
cana-737	44	19	making	make	VERB
cana-737	44	20	the	the	DET
cana-737	44	21	process	process	NOUN
cana-737	44	22	of	of	ADP
cana-737	44	23	detection	detection	NOUN
cana-737	44	24	continual	continual	ADJ
cana-737	44	25	,	,	PUNCT
cana-737	44	26	perfecting	perfecting	NOUN
cana-737	44	27	,	,	PUNCT
cana-737	44	28	and	and	CCONJ
cana-737	44	29	refining	refining	NOUN
cana-737	44	30	it[1],[5],[10	it[1],[5],[10	ADV
cana-737	44	31	]	]	PUNCT
cana-737	44	32	.	.	PUNCT
cana-737	45	1	a	a	DET
cana-737	45	2	problem	problem	NOUN
cana-737	45	3	in	in	ADP
cana-737	45	4	the	the	DET
cana-737	45	5	usability	usability	NOUN
cana-737	45	6	of	of	ADP
cana-737	45	7	the	the	DET
cana-737	45	8	existing	exist	VERB
cana-737	45	9	detecting	detect	VERB
cana-737	45	10	tools	tool	NOUN
cana-737	45	11	and	and	CCONJ
cana-737	45	12	techniques	technique	NOUN
cana-737	45	13	also	also	ADV
cana-737	45	14	represents	represent	VERB
cana-737	45	15	another	another	DET
cana-737	45	16	challenge	challenge	NOUN
cana-737	45	17	.	.	PUNCT
cana-737	46	1	some	some	DET
cana-737	46	2	tools	tool	NOUN
cana-737	46	3	may	may	AUX
cana-737	46	4	provide	provide	VERB
cana-737	46	5	powerful	powerful	ADJ
cana-737	46	6	functionalities	functionality	NOUN
cana-737	46	7	for	for	ADP
cana-737	46	8	intelligently	intelligently	ADV
cana-737	46	9	analyzing	analyze	VERB
cana-737	46	10	smart	smart	ADJ
cana-737	46	11	contracts	contract	NOUN
cana-737	46	12	,	,	PUNCT
cana-737	46	13	though	though	SCONJ
cana-737	46	14	they	they	PRON
cana-737	46	15	could	could	AUX
cana-737	46	16	need	need	VERB
cana-737	46	17	specialized	specialized	ADJ
cana-737	46	18	technical	technical	ADJ
cana-737	46	19	expertise	expertise	NOUN
cana-737	46	20	to	to	PART
cana-737	46	21	use	use	VERB
cana-737	46	22	useful	useful	ADJ
cana-737	46	23	or	or	CCONJ
cana-737	46	24	intensive	intensive	ADJ
cana-737	46	25	processing	processing	NOUN
cana-737	46	26	resources	resource	NOUN
cana-737	46	27	.	.	PUNCT
cana-737	47	1	this	this	PRON
cana-737	47	2	can	can	AUX
cana-737	47	3	raise	raise	VERB
cana-737	47	4	the	the	DET
cana-737	47	5	barrier	barrier	NOUN
cana-737	47	6	to	to	ADP
cana-737	47	7	entry	entry	NOUN
cana-737	47	8	for	for	ADP
cana-737	47	9	developers	developer	NOUN
cana-737	47	10	particularly	particularly	ADV
cana-737	47	11	those	those	PRON
cana-737	47	12	who	who	PRON
cana-737	47	13	have	have	AUX
cana-737	47	14	not	not	PART
cana-737	47	15	been	be	AUX
cana-737	47	16	involved	involve	VERB
cana-737	47	17	in	in	ADP
cana-737	47	18	blockchain	blockchain	PROPN
cana-737	47	19	technology	technology	PROPN
cana-737	47	20	and	and	CCONJ
cana-737	47	21	security	security	NOUN
cana-737	47	22	practices	practice	NOUN
cana-737	47	23	.	.	PUNCT
cana-737	48	1	moreover	moreover	ADV
cana-737	48	2	,	,	PUNCT
cana-737	48	3	the	the	DET
cana-737	48	4	scarcity	scarcity	NOUN
cana-737	48	5	of	of	ADP
cana-737	48	6	standard	standard	ADJ
cana-737	48	7	procedures	procedure	NOUN
cana-737	48	8	and	and	CCONJ
cana-737	48	9	data	datum	NOUN
cana-737	48	10	sources	source	NOUN
cana-737	48	11	for	for	ADP
cana-737	48	12	testing	test	VERB
cana-737	48	13	the	the	DET
cana-737	48	14	authenticity	authenticity	NOUN
cana-737	48	15	of	of	ADP
cana-737	48	16	vulnerability	vulnerability	NOUN
cana-737	48	17	detection	detection	NOUN
cana-737	48	18	methods	method	NOUN
cana-737	48	19	makes	make	VERB
cana-737	48	20	it	it	PRON
cana-737	48	21	a	a	DET
cana-737	48	22	really	really	ADV
cana-737	48	23	difficult	difficult	ADJ
cana-737	48	24	task	task	NOUN
cana-737	48	25	to	to	PART
cana-737	48	26	compare	compare	VERB
cana-737	48	27	them	they	PRON
cana-737	48	28	.	.	PUNCT
cana-737	49	1	this	this	DET
cana-737	49	2	paper	paper	NOUN
cana-737	49	3	is	be	AUX
cana-737	49	4	written	write	VERB
cana-737	49	5	to	to	PART
cana-737	49	6	deal	deal	VERB
cana-737	49	7	with	with	ADP
cana-737	49	8	the	the	DET
cana-737	49	9	challenges	challenge	NOUN
cana-737	49	10	faced	face	VERB
cana-737	49	11	by	by	ADP
cana-737	49	12	this	this	DET
cana-737	49	13	method	method	NOUN
cana-737	49	14	,	,	PUNCT
cana-737	49	15	by	by	ADP
cana-737	49	16	providing	provide	VERB
cana-737	49	17	the	the	DET
cana-737	49	18	details	detail	NOUN
cana-737	49	19	of	of	ADP
cana-737	49	20	the	the	DET
cana-737	49	21	existing	exist	VERB
cana-737	49	22	approach	approach	NOUN
cana-737	49	23	for	for	ADP
cana-737	49	24	vulnerability	vulnerability	NOUN
cana-737	49	25	detection	detection	NOUN
cana-737	49	26	in	in	ADP
cana-737	49	27	ethereum	ethereum	NOUN
cana-737	49	28	smart	smart	ADJ
cana-737	49	29	contracts	contract	NOUN
cana-737	49	30	.	.	PUNCT
cana-737	50	1	we	we	PRON
cana-737	50	2	will	will	AUX
cana-737	50	3	evaluate	evaluate	VERB
cana-737	50	4	the	the	DET
cana-737	50	5	current	current	ADJ
cana-737	50	6	standing	stand	VERB
cana-737	50	7	integrates	integrate	NOUN
cana-737	50	8	in	in	ADP
cana-737	50	9	this	this	DET
cana-737	50	10	area	area	NOUN
cana-737	50	11	,	,	PUNCT
cana-737	50	12	pointing	point	VERB
cana-737	50	13	out	out	ADP
cana-737	50	14	their	their	PRON
cana-737	50	15	pros	pro	NOUN
cana-737	50	16	,	,	PUNCT
cana-737	50	17	cons	con	NOUN
cana-737	50	18	,	,	PUNCT
cana-737	50	19	and	and	CCONJ
cana-737	50	20	usage	usage	NOUN
cana-737	50	21	scope	scope	NOUN
cana-737	50	22	.	.	PUNCT
cana-737	51	1	moreover	moreover	ADV
cana-737	51	2	,	,	PUNCT
cana-737	51	3	we	we	PRON
cana-737	51	4	will	will	AUX
cana-737	51	5	show	show	VERB
cana-737	51	6	diverse	diverse	ADJ
cana-737	51	7	experimental	experimental	ADJ
cana-737	51	8	methods	method	NOUN
cana-737	51	9	and	and	CCONJ
cana-737	51	10	performance	performance	NOUN
cana-737	51	11	benchmarking	benchmarke	VERB
cana-737	51	12	results	result	NOUN
cana-737	51	13	of	of	ADP
cana-737	51	14	the	the	DET
cana-737	51	15	proposed	propose	VERB
cana-737	51	16	approaches	approach	NOUN
cana-737	51	17	by	by	ADP
cana-737	51	18	using	use	VERB
cana-737	51	19	datasets	dataset	NOUN
cana-737	51	20	of	of	ADP
cana-737	51	21	real	real	ADJ
cana-737	51	22	smart	smart	ADJ
cana-737	51	23	contracts	contract	NOUN
cana-737	51	24	.	.	PUNCT
cana-737	52	1	these	these	DET
cana-737	52	2	results	result	NOUN
cana-737	52	3	will	will	AUX
cana-737	52	4	enable	enable	VERB
cana-737	52	5	to	to	PART
cana-737	52	6	reveal	reveal	VERB
cana-737	52	7	the	the	DET
cana-737	52	8	effectiveness	effectiveness	NOUN
cana-737	52	9	and	and	CCONJ
cana-737	52	10	scalability	scalability	NOUN
cana-737	52	11	of	of	ADP
cana-737	52	12	suggested	suggest	VERB
cana-737	52	13	techniques	technique	NOUN
cana-737	52	14	[	[	X
cana-737	52	15	2],[6],[11	2],[6],[11	NUM
cana-737	52	16	]	]	PUNCT
cana-737	52	17	.	.	PUNCT
cana-737	53	1	figure	figure	NOUN
cana-737	53	2	1	1	NUM
cana-737	53	3	:	:	PUNCT
cana-737	53	4	category	category	NOUN
cana-737	53	5	-	-	PUNCT
cana-737	53	6	wise	wise	ADJ
cana-737	53	7	share	share	NOUN
cana-737	53	8	of	of	ADP
cana-737	53	9	ethereum	ethereum	NOUN
cana-737	53	10	smart	smart	ADJ
cana-737	53	11	contract	contract	NOUN
cana-737	53	12	analysis	analysis	NOUN
cana-737	53	13	tools	tool	NOUN
cana-737	53	14	.	.	PUNCT
cana-737	54	1	1.1	1.1	NUM
cana-737	54	2	literature	literature	PROPN
cana-737	54	3	review	review	NOUN
cana-737	54	4	schmitz	schmitz	PROPN
cana-737	54	5	proposes	propose	VERB
cana-737	54	6	integrating	integrate	VERB
cana-737	54	7	online	online	ADJ
cana-737	54	8	arbitration	arbitration	NOUN
cana-737	54	9	med9ms	med9ms	NOUN
cana-737	54	10	into	into	ADP
cana-737	54	11	!	!	PUNCT
cana-737	55	1	wt	wt	NOUN
cana-737	55	2	contracts	contract	NOUN
cana-737	55	3	to	to	PART
cana-737	55	4	address	address	VERB
cana-737	55	5	the	the	DET
cana-737	55	6	limitations	limitation	NOUN
cana-737	55	7	of	of	ADP
cana-737	55	8	traditional	traditional	ADJ
cana-737	55	9	dispute	dispute	NOUN
cana-737	55	10	resolution	resolution	NOUN
cana-737	55	11	methods	method	NOUN
cana-737	55	12	.	.	PUNCT
cana-737	56	1	this	this	DET
cana-737	56	2	approach	approach	NOUN
cana-737	56	3	aims	aim	VERB
cana-737	56	4	to	to	PART
cana-737	56	5	enhance	enhance	VERB
cana-737	56	6	the	the	DET
cana-737	56	7	enforceability	enforceability	NOUN
cana-737	56	8	and	and	CCONJ
cana-737	56	9	efficiency	efficiency	NOUN
cana-737	56	10	of	of	ADP
cana-737	56	11	smart	smart	ADJ
cana-737	56	12	contracts	contract	NOUN
cana-737	56	13	by	by	ADP
cana-737	56	14	providing	provide	VERB
cana-737	56	15	a	a	DET
cana-737	56	16	mechanism	mechanism	NOUN
cana-737	56	17	for	for	ADP
cana-737	56	18	resolving	resolve	VERB
cana-737	56	19	disputes	dispute	NOUN
cana-737	56	20	that	that	PRON
cana-737	56	21	arise	arise	VERB
cana-737	56	22	from	from	ADP
cana-737	56	23	contract	contract	NOUN
cana-737	56	24	execution	execution	NOUN
cana-737	56	25	.	.	PUNCT
cana-737	57	1	by	by	ADP
cana-737	57	2	leveraging	leverage	VERB
cana-737	57	3	blockchain	blockchain	PROPN
cana-737	57	4	technology	technology	PROPN
cana-737	57	5	's	's	PART
cana-737	57	6	transparency	transparency	NOUN
cana-737	57	7	and	and	CCONJ
cana-737	57	8	immutability	immutability	NOUN
cana-737	57	9	,	,	PUNCT
cana-737	57	10	on	on	ADP
cana-737	57	11	line	line	NOUN
cana-737	57	12	arbitration	arbitration	NOUN
cana-737	57	13	can	can	AUX
cana-737	57	14	offer	offer	VERB
cana-737	57	15	a	a	DET
cana-737	57	16	reliable	reliable	ADJ
cana-737	57	17	and	and	CCONJ
cana-737	57	18	decentralized	decentralized	ADJ
cana-737	57	19	means	mean	NOUN
cana-737	57	20	of	of	ADP
cana-737	57	21	resolving	resolve	VERB
cana-737	57	22	conflicts	conflict	NOUN
cana-737	57	23	,	,	PUNCT
cana-737	57	24	thereby	thereby	ADV
cana-737	57	25	increasing	increase	VERB
cana-737	57	26	trust	trust	NOUN
cana-737	57	27	and	and	CCONJ
cana-737	57	28	confidence	confidence	NOUN
cana-737	57	29	in	in	ADP
cana-737	57	30	smart	smart	ADJ
cana-737	57	31	contract	contract	NOUN
cana-737	57	32	-	-	PUNCT
cana-737	57	33	based	base	VERB
cana-737	57	34	transactions[1	transactions[1	NOUN
cana-737	57	35	]	]	PUNCT
cana-737	57	36	.	.	PUNCT
cana-737	58	1	nikolic	nikolic	PROPN
cana-737	58	2	et	et	PROPN
cana-737	58	3	al	al	PROPN
cana-737	58	4	.	.	PROPN
cana-737	58	5	introduce	introduce	VERB
cana-737	58	6	a	a	DET
cana-737	58	7	scalable	scalable	ADJ
cana-737	58	8	approach	approach	NOUN
cana-737	58	9	for	for	ADP
cana-737	58	10	identifying	identify	VERB
cana-737	58	11	vulnerable	vulnerable	ADJ
cana-737	58	12	smart	smart	ADJ
cana-737	58	13	contracts	contract	NOUN
cana-737	58	14	by	by	ADP
cana-737	58	15	classifying	classify	VERB
cana-737	58	16	them	they	PRON
cana-737	58	17	as	as	ADP
cana-737	58	18	greedy	greedy	ADJ
cana-737	58	19	,	,	PUNCT
cana-737	58	20	prodigal	prodigal	ADJ
cana-737	58	21	,	,	PUNCT
cana-737	58	22	or	or	CCONJ
cana-737	58	23	suicidal	suicidal	ADJ
cana-737	58	24	.	.	PUNCT
cana-737	59	1	this	this	DET
cana-737	59	2	automated	automate	VERB
cana-737	59	3	technique	technique	NOUN
cana-737	59	4	enables	enable	VERB
cana-737	59	5	the	the	DET
cana-737	59	6	detection	detection	NOUN
cana-737	59	7	of	of	ADP
cana-737	59	8	potential	potential	ADJ
cana-737	59	9	security	security	NOUN
cana-737	59	10	flaws	flaw	NOUN
cana-737	59	11	at	at	ADP
cana-737	59	12	a	a	DET
cana-737	59	13	scale	scale	NOUN
cana-737	59	14	,	,	PUNCT
cana-737	59	15	facilitating	facilitate	VERB
cana-737	59	16	proactive	proactive	ADJ
cana-737	59	17	measures	measure	NOUN
cana-737	59	18	to	to	PART
cana-737	59	19	mitigate	mitigate	VERB
cana-737	59	20	risks	risk	NOUN
cana-737	59	21	.	.	PUNCT
cana-737	60	1	by	by	ADP
cana-737	60	2	categorizing	categorize	VERB
cana-737	60	3	contracts	contract	NOUN
cana-737	60	4	based	base	VERB
cana-737	60	5	on	on	ADP
cana-737	60	6	their	their	PRON
cana-737	60	7	behavior	behavior	NOUN
cana-737	60	8	and	and	CCONJ
cana-737	60	9	characteristics	characteristic	NOUN
cana-737	60	10	,	,	PUNCT
cana-737	60	11	this	this	DET
cana-737	60	12	approach	approach	NOUN
cana-737	60	13	provides	provide	VERB
cana-737	60	14	insights	insight	NOUN
cana-737	60	15	into	into	ADP
cana-737	60	16	common	common	ADJ
cana-737	60	17	vulnerabilities	vulnerability	NOUN
cana-737	60	18	and	and	CCONJ
cana-737	60	19	helps	helps	AUX
cana-737	60	20	prioritize	prioritize	VERB
cana-737	60	21	remediation	remediation	NOUN
cana-737	60	22	efforts	effort	NOUN
cana-737	60	23	,	,	PUNCT
cana-737	60	24	contributing	contribute	VERB
cana-737	60	25	to	to	ADP
cana-737	60	26	overall	overall	ADJ
cana-737	60	27	blockchain	blockchain	PROPN
cana-737	60	28	security[2	security[2	PROPN
cana-737	60	29	]	]	PUNCT
cana-737	60	30	.	.	PUNCT
cana-737	61	1	jiang	jiang	PROPN
cana-737	61	2	et	et	PROPN
cana-737	61	3	al	al	PROPN
cana-737	61	4	.	.	PROPN
cana-737	61	5	present	present	PROPN
cana-737	61	6	contractfuzzer	contractfuzzer	NOUN
cana-737	61	7	,	,	PUNCT
cana-737	61	8	a	a	DET
cana-737	61	9	fuzzing	fuzze	VERB
cana-737	61	10	tool	tool	NOUN
cana-737	61	11	designed	design	VERB
cana-737	61	12	specifically	specifically	ADV
cana-737	61	13	for	for	ADP
cana-737	61	14	identifying	identify	VERB
cana-737	61	15	communications	communication	NOUN
cana-737	61	16	on	on	ADP
cana-737	61	17	applied	apply	VERB
cana-737	61	18	nonlinear	nonlinear	ADJ
cana-737	61	19	analysis	analysis	NOUN
cana-737	61	20	issn	issn	NOUN
cana-737	61	21	:	:	PUNCT
cana-737	61	22	1074	1074	NUM
cana-737	61	23	-	-	PUNCT
cana-737	61	24	133x	133x	NUM
cana-737	61	25	vol	vol	NOUN
cana-737	61	26	31	31	NUM
cana-737	61	27	no	no	NOUN
cana-737	61	28	.	.	PUNCT
cana-737	62	1	3s	3s	NUM
cana-737	62	2	(	(	PUNCT
cana-737	62	3	2024	2024	NUM
cana-737	62	4	)	)	PUNCT
cana-737	62	5	130	130	NUM
cana-737	62	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-737	62	7	vulnerabilities	vulnerability	NOUN
cana-737	62	8	in	in	ADP
cana-737	62	9	smart	smart	ADJ
cana-737	62	10	contracts	contract	NOUN
cana-737	62	11	.	.	PUNCT
cana-737	63	1	fuzzing	fuzze	VERB
cana-737	63	2	involves	involve	VERB
cana-737	63	3	injecting	inject	VERB
cana-737	63	4	random	random	ADJ
cana-737	63	5	or	or	CCONJ
cana-737	63	6	invalid	invalid	ADJ
cana-737	63	7	inputs	input	NOUN
cana-737	63	8	into	into	ADP
cana-737	63	9	a	a	DET
cana-737	63	10	program	program	NOUN
cana-737	63	11	to	to	PART
cana-737	63	12	uncover	uncover	VERB
cana-737	63	13	bugs	bug	NOUN
cana-737	63	14	or	or	CCONJ
cana-737	63	15	security	security	NOUN
cana-737	63	16	vulnerabilities	vulnerability	NOUN
cana-737	63	17	.	.	PUNCT
cana-737	64	1	contractfuzzer	contractfuzzer	NOUN
cana-737	64	2	applies	apply	VERB
cana-737	64	3	this	this	DET
cana-737	64	4	technique	technique	NOUN
cana-737	64	5	to	to	ADP
cana-737	64	6	smart	smart	ADJ
cana-737	64	7	contracts	contract	NOUN
cana-737	64	8	,	,	PUNCT
cana-737	64	9	systematically	systematically	ADV
cana-737	64	10	testing	test	VERB
cana-737	64	11	behavior	behavior	NOUN
cana-737	64	12	inputs	input	VERB
cana-737	64	13	to	to	PART
cana-737	64	14	identify	identify	VERB
cana-737	64	15	potential	potential	ADJ
cana-737	64	16	weaknesses	weakness	NOUN
cana-737	64	17	in	in	ADP
cana-737	64	18	contract	contract	NOUN
cana-737	64	19	logic	logic	NOUN
cana-737	64	20	or	or	CCONJ
cana-737	64	21	execution	execution	NOUN
cana-737	64	22	.	.	PUNCT
cana-737	65	1	by	by	ADP
cana-737	65	2	automating	automate	VERB
cana-737	65	3	the	the	DET
cana-737	65	4	testing	testing	NOUN
cana-737	65	5	process	process	NOUN
cana-737	65	6	,	,	PUNCT
cana-737	65	7	contractfuzzer	contractfuzzer	NOUN
cana-737	65	8	enables	enable	VERB
cana-737	65	9	efficient	efficient	ADJ
cana-737	65	10	and	and	CCONJ
cana-737	65	11	effective	effective	ADJ
cana-737	65	12	vulnerability	vulnerability	NOUN
cana-737	65	13	detection	detection	NOUN
cana-737	65	14	,	,	PUNCT
cana-737	65	15	helping	help	VERB
cana-737	65	16	developers	developer	NOUN
cana-737	65	17	identify	identify	VERB
cana-737	65	18	and	and	CCONJ
cana-737	65	19	address	address	VERB
cana-737	65	20	security	security	NOUN
cana-737	65	21	issues	issue	NOUN
cana-737	65	22	early	early	ADV
cana-737	65	23	in	in	ADP
cana-737	65	24	the	the	DET
cana-737	65	25	development	development	NOUN
cana-737	65	26	lifecycle[3	lifecycle[3	PROPN
cana-737	65	27	]	]	PUNCT
cana-737	65	28	.	.	PUNCT
cana-737	66	1	luu	luu	PROPN
cana-737	66	2	gel	gel	PROPN
cana-737	66	3	.	.	PUNCT
cana-737	67	1	propose	propose	VERB
cana-737	67	2	a	a	DET
cana-737	67	3	secure	secure	ADJ
cana-737	67	4	sharding	sharding	NOUN
cana-737	67	5	protocol	protocol	NOUN
cana-737	67	6	for	for	ADP
cana-737	67	7	open	open	ADJ
cana-737	67	8	blockchains	blockchain	NOUN
cana-737	67	9	,	,	PUNCT
cana-737	67	10	which	which	PRON
cana-737	67	11	aims	aim	VERB
cana-737	67	12	to	to	PART
cana-737	67	13	enhance	enhance	VERB
cana-737	67	14	scalability	scalability	NOUN
cana-737	67	15	and	and	CCONJ
cana-737	67	16	security	security	NOUN
cana-737	67	17	by	by	ADP
cana-737	67	18	partitioning	partition	VERB
cana-737	67	19	the	the	DET
cana-737	67	20	blockchain	blockchain	PROPN
cana-737	67	21	network	network	NOUN
cana-737	67	22	into	into	ADP
cana-737	67	23	smaller	small	ADJ
cana-737	67	24	subsets	subset	NOUN
cana-737	67	25	called	call	VERB
cana-737	67	26	shards	shard	NOUN
cana-737	67	27	.	.	PUNCT
cana-737	68	1	this	this	DET
cana-737	68	2	approach	approach	NOUN
cana-737	68	3	allows	allow	VERB
cana-737	68	4	for	for	ADP
cana-737	68	5	parallel	parallel	ADJ
cana-737	68	6	transaction	transaction	NOUN
cana-737	68	7	processing	processing	NOUN
cana-737	68	8	,	,	PUNCT
cana-737	68	9	reducing	reduce	VERB
cana-737	68	10	the	the	DET
cana-737	68	11	computational	computational	ADJ
cana-737	68	12	burden	burden	NOUN
cana-737	68	13	on	on	ADP
cana-737	68	14	individual	individual	ADJ
cana-737	68	15	nodes	node	NOUN
cana-737	68	16	and	and	CCONJ
cana-737	68	17	increasing	increase	VERB
cana-737	68	18	the	the	DET
cana-737	68	19	overall	overall	ADJ
cana-737	68	20	network	network	NOUN
cana-737	68	21	throughput	throughput	NOUN
cana-737	68	22	.	.	PUNCT
cana-737	69	1	by	by	ADP
cana-737	69	2	ensuring	ensure	VERB
cana-737	69	3	the	the	DET
cana-737	69	4	security	security	NOUN
cana-737	69	5	and	and	CCONJ
cana-737	69	6	integrity	integrity	NOUN
cana-737	69	7	of	of	ADP
cana-737	69	8	shared	share	VERB
cana-737	69	9	interactions	interaction	NOUN
cana-737	69	10	,	,	PUNCT
cana-737	69	11	the	the	DET
cana-737	69	12	protocol	protocol	NOUN
cana-737	69	13	mitigates	mitigate	VERB
cana-737	69	14	the	the	DET
cana-737	69	15	risk	risk	NOUN
cana-737	69	16	of	of	ADP
cana-737	69	17	attacks	attack	NOUN
cana-737	69	18	such	such	ADJ
cana-737	69	19	as	as	ADP
cana-737	69	20	double	double	ADJ
cana-737	69	21	spending	spending	NOUN
cana-737	69	22	or	or	CCONJ
cana-737	69	23	unauthorized	unauthorized	ADJ
cana-737	69	24	transactions	transaction	NOUN
cana-737	69	25	,	,	PUNCT
cana-737	69	26	thereby	thereby	ADV
cana-737	69	27	improving	improve	VERB
cana-737	69	28	the	the	DET
cana-737	69	29	resilience	resilience	NOUN
cana-737	69	30	of	of	ADP
cana-737	69	31	blockchain	blockchain	PROPN
cana-737	69	32	networks	network	NOUN
cana-737	69	33	[	[	X
cana-737	69	34	4	4	NUM
cana-737	69	35	]	]	PUNCT
cana-737	69	36	.	.	PUNCT
cana-737	70	1	aziz	aziz	PROPN
cana-737	70	2	et	et	PROPN
cana-737	70	3	al	al	PROPN
cana-737	70	4	.	.	PROPN
cana-737	71	1	explore	explore	VERB
cana-737	71	2	machine	machine	NOUN
cana-737	71	3	-	-	PUNCT
cana-737	71	4	learning	learn	VERB
cana-737	71	5	techniques	technique	NOUN
cana-737	71	6	for	for	ADP
cana-737	71	7	detecting	detect	VERB
cana-737	71	8	fraudulent	fraudulent	ADJ
cana-737	71	9	transactions	transaction	NOUN
cana-737	71	10	on	on	ADP
cana-737	71	11	the	the	DET
cana-737	71	12	ethereum	ethereum	NOUN
cana-737	71	13	blockchain	blockchain	PROPN
cana-737	71	14	.	.	PUNCT
cana-737	72	1	by	by	ADP
cana-737	72	2	analysing	analyse	VERB
cana-737	72	3	transaction	transaction	NOUN
cana-737	72	4	data	datum	NOUN
cana-737	72	5	and	and	CCONJ
cana-737	72	6	identifying	identify	VERB
cana-737	72	7	patterns	pattern	NOUN
cana-737	72	8	indicative	indicative	ADJ
cana-737	72	9	of	of	ADP
cana-737	72	10	fraudulent	fraudulent	ADJ
cana-737	72	11	behavior	behavior	NOUN
cana-737	72	12	,	,	PUNCT
cana-737	72	13	machine	machine	NOUN
cana-737	72	14	learning	learning	NOUN
cana-737	72	15	models	model	NOUN
cana-737	72	16	can	can	AUX
cana-737	72	17	help	help	AUX
cana-737	72	18	identify	identify	VERB
cana-737	72	19	and	and	CCONJ
cana-737	72	20	prevent	prevent	VERB
cana-737	72	21	malicious	malicious	ADJ
cana-737	72	22	activities	activity	NOUN
cana-737	72	23	such	such	ADJ
cana-737	72	24	as	as	ADP
cana-737	72	25	ponzi	ponzi	ADJ
cana-737	72	26	schemes	scheme	NOUN
cana-737	72	27	or	or	CCONJ
cana-737	72	28	phishing	phishe	VERB
cana-737	72	29	attacks	attack	NOUN
cana-737	72	30	.	.	PUNCT
cana-737	73	1	this	this	DET
cana-737	73	2	approach	approach	NOUN
cana-737	73	3	complements	complement	VERB
cana-737	73	4	traditional	traditional	ADJ
cana-737	73	5	security	security	NOUN
cana-737	73	6	measures	measure	NOUN
cana-737	73	7	by	by	ADP
cana-737	73	8	providing	provide	VERB
cana-737	73	9	real	real	ADJ
cana-737	73	10	-	-	PUNCT
cana-737	73	11	time	time	NOUN
cana-737	73	12	insights	insight	NOUN
cana-737	73	13	into	into	ADP
cana-737	73	14	transactional	transactional	ADJ
cana-737	73	15	activities	activity	NOUN
cana-737	73	16	,	,	PUNCT
cana-737	73	17	enabling	enable	VERB
cana-737	73	18	timely	timely	ADJ
cana-737	73	19	intervention	intervention	NOUN
cana-737	73	20	and	and	CCONJ
cana-737	73	21	mitigation	mitigation	NOUN
cana-737	73	22	of	of	ADP
cana-737	73	23	security	security	NOUN
cana-737	73	24	risks	risk	NOUN
cana-737	73	25	[	[	X
cana-737	73	26	5	5	NUM
cana-737	73	27	]	]	PUNCT
cana-737	73	28	.	.	PUNCT
cana-737	74	1	wardhana	wardhana	PROPN
cana-737	74	2	et	et	PROPN
cana-737	74	3	al	al	PROPN
cana-737	74	4	.	.	PROPN
cana-737	75	1	analyze	analyze	VERB
cana-737	75	2	digital	digital	ADJ
cana-737	75	3	identity	identity	NOUN
cana-737	75	4	transactions	transaction	NOUN
cana-737	75	5	on	on	ADP
cana-737	75	6	the	the	DET
cana-737	75	7	ethereum	ethereum	NOUN
cana-737	75	8	blockchain	blockchain	PROPN
cana-737	75	9	,	,	PUNCT
cana-737	75	10	focusing	focus	VERB
cana-737	75	11	on	on	ADP
cana-737	75	12	their	their	PRON
cana-737	75	13	applications	application	NOUN
cana-737	75	14	in	in	ADP
cana-737	75	15	the	the	DET
cana-737	75	16	banking	banking	NOUN
cana-737	75	17	sector	sector	NOUN
cana-737	75	18	.	.	PUNCT
cana-737	76	1	by	by	ADP
cana-737	76	2	leveraging	leverage	VERB
cana-737	76	3	blockchain	blockchain	PROPN
cana-737	76	4	technology	technology	PROPN
cana-737	76	5	's	's	PART
cana-737	76	6	transparency	transparency	NOUN
cana-737	76	7	and	and	CCONJ
cana-737	76	8	immutability	immutability	NOUN
cana-737	76	9	,	,	PUNCT
cana-737	76	10	digital	digital	ADJ
cana-737	76	11	identity	identity	NOUN
cana-737	76	12	transactions	transaction	NOUN
cana-737	76	13	can	can	AUX
cana-737	76	14	enhance	enhance	VERB
cana-737	76	15	identity	identity	NOUN
cana-737	76	16	verification	verification	NOUN
cana-737	76	17	processes	process	NOUN
cana-737	76	18	and	and	CCONJ
cana-737	76	19	streamline	streamline	VERB
cana-737	76	20	customer	customer	NOUN
cana-737	76	21	on	on	ADP
cana-737	76	22	boarding	board	VERB
cana-737	76	23	in	in	ADP
cana-737	76	24	banking	banking	NOUN
cana-737	76	25	operations	operation	NOUN
cana-737	76	26	.	.	PUNCT
cana-737	77	1	this	this	DET
cana-737	77	2	research	research	NOUN
cana-737	77	3	highlights	highlight	VERB
cana-737	77	4	the	the	DET
cana-737	77	5	potential	potential	NOUN
cana-737	77	6	of	of	ADP
cana-737	77	7	blockchain	blockchain	PROPN
cana-737	77	8	-	-	PUNCT
cana-737	77	9	based	base	VERB
cana-737	77	10	solutions	solution	NOUN
cana-737	77	11	to	to	PART
cana-737	77	12	address	address	VERB
cana-737	77	13	challenges	challenge	NOUN
cana-737	77	14	related	relate	VERB
cana-737	77	15	to	to	ADP
cana-737	77	16	identity	identity	NOUN
cana-737	77	17	management	management	NOUN
cana-737	77	18	and	and	CCONJ
cana-737	77	19	authentication	authentication	NOUN
cana-737	77	20	in	in	ADP
cana-737	77	21	financial	financial	ADJ
cana-737	77	22	services[7	services[7	NOUN
cana-737	77	23	]	]	X
cana-737	77	24	.	.	PUNCT
cana-737	78	1	berger	berger	PROPN
cana-737	78	2	discusses	discuss	VERB
cana-737	78	3	legal	legal	ADJ
cana-737	78	4	implications	implication	NOUN
cana-737	78	5	of	of	ADP
cana-737	78	6	smart	smart	ADJ
cana-737	78	7	contracts	contract	NOUN
cana-737	78	8	,	,	PUNCT
cana-737	78	9	emphasizing	emphasize	VERB
cana-737	78	10	the	the	DET
cana-737	78	11	importance	importance	NOUN
cana-737	78	12	of	of	ADP
cana-737	78	13	aligning	align	VERB
cana-737	78	14	technological	technological	ADJ
cana-737	78	15	innovations	innovation	NOUN
cana-737	78	16	with	with	ADP
cana-737	78	17	existing	exist	VERB
cana-737	78	18	legal	legal	ADJ
cana-737	78	19	frameworks	framework	NOUN
cana-737	78	20	.	.	PUNCT
cana-737	79	1	smart	smart	ADJ
cana-737	79	2	contracts	contract	NOUN
cana-737	79	3	,	,	PUNCT
cana-737	79	4	while	while	SCONJ
cana-737	79	5	offering	offer	VERB
cana-737	79	6	automation	automation	NOUN
cana-737	79	7	and	and	CCONJ
cana-737	79	8	efficiency	efficiency	NOUN
cana-737	79	9	benefits	benefit	NOUN
cana-737	79	10	,	,	PUNCT
cana-737	79	11	raise	raise	VERB
cana-737	79	12	legal	legal	ADJ
cana-737	79	13	questions	question	NOUN
cana-737	79	14	regarding	regard	VERB
cana-737	79	15	contract	contract	NOUN
cana-737	79	16	enforcement	enforcement	NOUN
cana-737	79	17	,	,	PUNCT
cana-737	79	18	liability	liability	NOUN
cana-737	79	19	,	,	PUNCT
cana-737	79	20	and	and	CCONJ
cana-737	79	21	jurisdiction	jurisdiction	NOUN
cana-737	79	22	.	.	PUNCT
cana-737	80	1	addressing	address	VERB
cana-737	80	2	these	these	DET
cana-737	80	3	concerns	concern	NOUN
cana-737	80	4	requires	require	VERB
cana-737	80	5	collaboration	collaboration	NOUN
cana-737	80	6	between	between	ADP
cana-737	80	7	legal	legal	ADJ
cana-737	80	8	experts	expert	NOUN
cana-737	80	9	and	and	CCONJ
cana-737	80	10	technologists	technologist	NOUN
cana-737	80	11	to	to	PART
cana-737	80	12	develop	develop	VERB
cana-737	80	13	regulatory	regulatory	ADJ
cana-737	80	14	frameworks	framework	NOUN
cana-737	80	15	that	that	PRON
cana-737	80	16	accommodate	accommodate	VERB
cana-737	80	17	the	the	DET
cana-737	80	18	unique	unique	ADJ
cana-737	80	19	characteristics	characteristic	NOUN
cana-737	80	20	of	of	ADP
cana-737	80	21	blockchain	blockchain	PROPN
cana-737	80	22	-	-	PUNCT
cana-737	80	23	based	base	VERB
cana-737	80	24	transactions	transaction	NOUN
cana-737	80	25	while	while	SCONJ
cana-737	80	26	ensuring	ensure	VERB
cana-737	80	27	legal	legal	ADJ
cana-737	80	28	compliance	compliance	NOUN
cana-737	80	29	and	and	CCONJ
cana-737	80	30	consumer	consumer	NOUN
cana-737	80	31	protection[8	protection[8	NOUN
cana-737	80	32	]	]	PUNCT
cana-737	80	33	.	.	PUNCT
cana-737	81	1	aquilina	aquilina	PROPN
cana-737	81	2	et	et	PROPN
cana-737	81	3	al	al	PROPN
cana-737	81	4	.	.	PROPN
cana-737	81	5	introduce	introduce	PROPN
cana-737	81	6	etherclue	etherclue	NOUN
cana-737	81	7	,	,	PUNCT
cana-737	81	8	a	a	DET
cana-737	81	9	digital	digital	ADJ
cana-737	81	10	investigation	investigation	NOUN
cana-737	81	11	ramework	ramework	NOUN
cana-737	81	12	tailored	tailor	VERB
cana-737	81	13	for	for	ADP
cana-737	81	14	analyzing	analyze	VERB
cana-737	81	15	attacks	attack	NOUN
cana-737	81	16	on	on	ADP
cana-737	81	17	ethereum	ethereum	ADJ
cana-737	81	18	smart	smart	ADJ
cana-737	81	19	contracts	contract	NOUN
cana-737	81	20	.	.	PUNCT
cana-737	82	1	this	this	DET
cana-737	82	2	framework	framework	NOUN
cana-737	82	3	offers	offer	VERB
cana-737	82	4	insights	insight	NOUN
cana-737	82	5	into	into	ADP
cana-737	82	6	real	real	ADJ
cana-737	82	7	-	-	PUNCT
cana-737	82	8	world	world	NOUN
cana-737	82	9	attacks	attack	NOUN
cana-737	82	10	,	,	PUNCT
cana-737	82	11	providing	provide	VERB
cana-737	82	12	researchers	researcher	NOUN
cana-737	82	13	and	and	CCONJ
cana-737	82	14	practitioners	practitioner	NOUN
cana-737	82	15	with	with	ADP
cana-737	82	16	valuable	valuable	ADJ
cana-737	82	17	data	datum	NOUN
cana-737	82	18	to	to	PART
cana-737	82	19	understand	understand	VERB
cana-737	82	20	and	and	CCONJ
cana-737	82	21	mitigate	mitigate	VERB
cana-737	82	22	security	security	NOUN
cana-737	82	23	threats	threat	NOUN
cana-737	82	24	in	in	ADP
cana-737	82	25	ethereum	ethereum	NOUN
cana-737	82	26	contracts	contract	NOUN
cana-737	82	27	.	.	PUNCT
cana-737	83	1	by	by	ADP
cana-737	83	2	facilitating	facilitate	VERB
cana-737	83	3	forensic	forensic	ADJ
cana-737	83	4	analysis	analysis	NOUN
cana-737	83	5	and	and	CCONJ
cana-737	83	6	incident	incident	NOUN
cana-737	83	7	response	response	NOUN
cana-737	83	8	,	,	PUNCT
cana-737	83	9	etherclue	etherclue	NOUN
cana-737	83	10	contributes	contribute	VERB
cana-737	83	11	to	to	ADP
cana-737	83	12	the	the	DET
cana-737	83	13	broader	broad	ADJ
cana-737	83	14	landscape	landscape	NOUN
cana-737	83	15	of	of	ADP
cana-737	83	16	blockchain	blockchain	PROPN
cana-737	83	17	security	security	NOUN
cana-737	83	18	research[9	research[9	PROPN
cana-737	83	19	]	]	PUNCT
cana-737	83	20	.	.	PUNCT
cana-737	84	1	heged	hege	VERB
cana-737	84	2	’s	’s	PART
cana-737	84	3	investigates	investigates	AUX
cana-737	84	4	the	the	DET
cana-737	84	5	complex	complex	ADJ
cana-737	84	6	landscape	landscape	NOUN
cana-737	84	7	of	of	ADP
cana-737	84	8	solidity	solidity	NOUN
cana-737	84	9	-	-	PUNCT
cana-737	84	10	based	base	VERB
cana-737	84	11	ethereum	ethereum	NOUN
cana-737	84	12	smart	smart	ADJ
cana-737	84	13	contracts	contract	NOUN
cana-737	84	14	,	,	PUNCT
cana-737	84	15	emphasizing	emphasize	VERB
cana-737	84	16	the	the	DET
cana-737	84	17	need	need	NOUN
cana-737	84	18	for	for	ADP
cana-737	84	19	comprehensive	comprehensive	ADJ
cana-737	84	20	analysis	analysis	NOUN
cana-737	84	21	techniques	technique	NOUN
cana-737	84	22	.	.	PUNCT
cana-737	85	1	by	by	ADP
cana-737	85	2	examining	examine	VERB
cana-737	85	3	the	the	DET
cana-737	85	4	structural	structural	ADJ
cana-737	85	5	and	and	CCONJ
cana-737	85	6	behavioral	behavioral	ADJ
cana-737	85	7	complexity	complexity	NOUN
cana-737	85	8	of	of	ADP
cana-737	85	9	contract	contract	NOUN
cana-737	85	10	code	code	NOUN
cana-737	85	11	,	,	PUNCT
cana-737	85	12	this	this	DET
cana-737	85	13	research	research	NOUN
cana-737	85	14	aims	aim	VERB
cana-737	85	15	to	to	PART
cana-737	85	16	identify	identify	VERB
cana-737	85	17	potential	potential	ADJ
cana-737	85	18	vulnerabilities	vulnerability	NOUN
cana-737	85	19	and	and	CCONJ
cana-737	85	20	design	design	NOUN
cana-737	85	21	flaws	flaw	NOUN
cana-737	85	22	that	that	PRON
cana-737	85	23	may	may	AUX
cana-737	85	24	compromise	compromise	VERB
cana-737	85	25	contract	contract	NOUN
cana-737	85	26	security	security	NOUN
cana-737	85	27	.	.	PUNCT
cana-737	86	1	understanding	understand	VERB
cana-737	86	2	the	the	DET
cana-737	86	3	complexity	complexity	NOUN
cana-737	86	4	of	of	ADP
cana-737	86	5	behaviour	behaviour	NOUN
cana-737	86	6	contracts	contract	NOUN
cana-737	86	7	is	be	AUX
cana-737	86	8	crucial	crucial	ADJ
cana-737	86	9	for	for	ADP
cana-737	86	10	developing	develop	VERB
cana-737	86	11	effective	effective	ADJ
cana-737	86	12	vulnerability	vulnerability	NOUN
cana-737	86	13	detection	detection	NOUN
cana-737	86	14	techniques	technique	NOUN
cana-737	86	15	and	and	CCONJ
cana-737	86	16	enhancing	enhance	VERB
cana-737	86	17	overall	overall	ADJ
cana-737	86	18	blockchain	blockchain	PROPN
cana-737	86	19	security[10	security[10	PROPN
cana-737	86	20	]	]	PUNCT
cana-737	86	21	.	.	PUNCT
cana-737	87	1	perera	perera	PROPN
cana-737	87	2	and	and	CCONJ
cana-737	87	3	costa	costa	PROPN
cana-737	87	4	present	present	VERB
cana-737	87	5	a	a	DET
cana-737	87	6	review	review	NOUN
cana-737	87	7	of	of	ADP
cana-737	87	8	personality	personality	NOUN
cana-737	87	9	classification	classification	NOUN
cana-737	87	10	techniques	technique	NOUN
cana-737	87	11	using	use	VERB
cana-737	87	12	machine	machine	NOUN
cana-737	87	13	learning	learning	NOUN
cana-737	87	14	and	and	CCONJ
cana-737	87	15	deep	deep	ADJ
cana-737	87	16	learning	learning	NOUN
cana-737	87	17	algorithms	algorithm	NOUN
cana-737	87	18	.	.	PUNCT
cana-737	88	1	while	while	SCONJ
cana-737	88	2	not	not	PART
cana-737	88	3	directly	directly	ADV
cana-737	88	4	related	relate	VERB
cana-737	88	5	to	to	ADP
cana-737	88	6	smart	smart	ADJ
cana-737	88	7	contract	contract	NOUN
cana-737	88	8	security	security	NOUN
cana-737	88	9	,	,	PUNCT
cana-737	88	10	this	this	DET
cana-737	88	11	review	review	NOUN
cana-737	88	12	underscores	underscore	VERB
cana-737	88	13	the	the	DET
cana-737	88	14	potential	potential	NOUN
cana-737	88	15	of	of	ADP
cana-737	88	16	leveraging	leverage	VERB
cana-737	88	17	advanced	advanced	ADJ
cana-737	88	18	computational	computational	ADJ
cana-737	88	19	methods	method	NOUN
cana-737	88	20	for	for	ADP
cana-737	88	21	communications	communication	NOUN
cana-737	88	22	on	on	ADP
cana-737	88	23	applied	apply	VERB
cana-737	88	24	nonlinear	nonlinear	ADJ
cana-737	88	25	analysis	analysis	NOUN
cana-737	88	26	issn	issn	NOUN
cana-737	88	27	:	:	PUNCT
cana-737	88	28	1074	1074	NUM
cana-737	88	29	-	-	PUNCT
cana-737	88	30	133x	133x	NUM
cana-737	88	31	vol	vol	NOUN
cana-737	88	32	31	31	NUM
cana-737	88	33	no	no	NOUN
cana-737	88	34	.	.	PUNCT
cana-737	89	1	3s	3s	NUM
cana-737	89	2	(	(	PUNCT
cana-737	89	3	2024	2024	NUM
cana-737	89	4	)	)	PUNCT
cana-737	89	5	131	131	NUM
cana-737	89	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-737	89	7	analyzing	analyze	VERB
cana-737	89	8	complex	complex	ADJ
cana-737	89	9	systems	system	NOUN
cana-737	89	10	.	.	PUNCT
cana-737	90	1	machine	machine	NOUN
cana-737	90	2	learning	learn	VERB
cana-737	90	3	approaches	approach	NOUN
cana-737	90	4	can	can	AUX
cana-737	90	5	offer	offer	VERB
cana-737	90	6	insights	insight	NOUN
cana-737	90	7	into	into	ADP
cana-737	90	8	patterns	pattern	NOUN
cana-737	90	9	and	and	CCONJ
cana-737	90	10	behaviors	behavior	NOUN
cana-737	90	11	in	in	ADP
cana-737	90	12	textual	textual	ADJ
cana-737	90	13	data	datum	NOUN
cana-737	90	14	,	,	PUNCT
cana-737	90	15	which	which	PRON
cana-737	90	16	may	may	AUX
cana-737	90	17	inform	inform	VERB
cana-737	90	18	the	the	DET
cana-737	90	19	development	development	NOUN
cana-737	90	20	of	of	ADP
cana-737	90	21	intelligent	intelligent	ADJ
cana-737	90	22	security	security	NOUN
cana-737	90	23	solutions	solution	NOUN
cana-737	90	24	for	for	ADP
cana-737	90	25	ethereum	ethereum	NOUN
cana-737	90	26	smart	smart	ADJ
cana-737	90	27	contracts[11	contracts[11	PROPN
cana-737	90	28	]	]	PUNCT
cana-737	90	29	.	.	PUNCT
cana-737	91	1	langaliya	langaliya	NOUN
cana-737	91	2	and	and	CCONJ
cana-737	91	3	gohil	gohil	PROPN
cana-737	91	4	provide	provide	VERB
cana-737	91	5	a	a	DET
cana-737	91	6	comparative	comparative	ADJ
cana-737	91	7	analysis	analysis	NOUN
cana-737	91	8	of	of	ADP
cana-737	91	9	blockchain	blockchain	PROPN
cana-737	91	10	applications	application	NOUN
cana-737	91	11	enabled	enable	VERB
cana-737	91	12	by	by	ADP
cana-737	91	13	smart	smart	ADJ
cana-737	91	14	contracts	contract	NOUN
cana-737	91	15	.	.	PUNCT
cana-737	92	1	this	this	DET
cana-737	92	2	research	research	NOUN
cana-737	92	3	highlights	highlight	VERB
cana-737	92	4	the	the	DET
cana-737	92	5	diverse	diverse	ADJ
cana-737	92	6	use	use	NOUN
cana-737	92	7	cases	case	NOUN
cana-737	92	8	and	and	CCONJ
cana-737	92	9	security	security	NOUN
cana-737	92	10	implications	implication	NOUN
cana-737	92	11	of	of	ADP
cana-737	92	12	smart	smart	ADJ
cana-737	92	13	contract	contract	NOUN
cana-737	92	14	technology	technology	NOUN
cana-737	92	15	across	across	ADP
cana-737	92	16	different	different	ADJ
cana-737	92	17	industries	industry	NOUN
cana-737	92	18	.	.	PUNCT
cana-737	93	1	by	by	ADP
cana-737	93	2	comparing	compare	VERB
cana-737	93	3	various	various	ADJ
cana-737	93	4	blockchain	blockchain	PROPN
cana-737	93	5	platforms	platform	NOUN
cana-737	93	6	and	and	CCONJ
cana-737	93	7	application	application	NOUN
cana-737	93	8	domains	domain	NOUN
cana-737	93	9	,	,	PUNCT
cana-737	93	10	this	this	DET
cana-737	93	11	analysis	analysis	NOUN
cana-737	93	12	offers	offer	VERB
cana-737	93	13	insights	insight	NOUN
cana-737	93	14	into	into	ADP
cana-737	93	15	best	good	ADJ
cana-737	93	16	practices	practice	NOUN
cana-737	93	17	and	and	CCONJ
cana-737	93	18	challenges	challenge	NOUN
cana-737	93	19	deploying	deploy	VERB
cana-737	93	20	secure	secure	ADJ
cana-737	93	21	and	and	CCONJ
cana-737	93	22	scalable	scalable	ADJ
cana-737	93	23	smart	smart	ADJ
cana-737	93	24	contract	contract	NOUN
cana-737	93	25	solutions	solution	NOUN
cana-737	93	26	[	[	X
cana-737	93	27	12	12	NUM
cana-737	93	28	]	]	PUNCT
cana-737	93	29	.	.	PUNCT
cana-737	94	1	zhou	zhou	PROPN
cana-737	94	2	et	et	PROPN
cana-737	94	3	al	al	PROPN
cana-737	94	4	.	.	PROPN
cana-737	94	5	offer	offer	VERB
cana-737	94	6	a	a	DET
cana-737	94	7	comprehensive	comprehensive	ADJ
cana-737	94	8	overview	overview	NOUN
cana-737	94	9	of	of	ADP
cana-737	94	10	etherewn	etherewn	ADJ
cana-737	94	11	smart	smart	ADJ
cana-737	94	12	contract	contract	NOUN
cana-737	94	13	security	security	NOUN
cana-737	94	14	,	,	PUNCT
cana-737	94	15	covering	cover	VERB
cana-737	94	16	vulnerabilities	vulnerability	NOUN
cana-737	94	17	,	,	PUNCT
cana-737	94	18	countermeasures	countermeasure	NOUN
cana-737	94	19	,	,	PUNCT
cana-737	94	20	and	and	CCONJ
cana-737	94	21	tool	tool	NOUN
cana-737	94	22	support	support	NOUN
cana-737	94	23	.	.	PUNCT
cana-737	95	1	this	this	DET
cana-737	95	2	review	review	NOUN
cana-737	95	3	provides	provide	VERB
cana-737	95	4	researchers	researcher	NOUN
cana-737	95	5	and	and	CCONJ
cana-737	95	6	practitioners	practitioner	NOUN
cana-737	95	7	with	with	ADP
cana-737	95	8	a	a	DET
cana-737	95	9	holistic	holistic	ADJ
cana-737	95	10	understanding	understanding	NOUN
cana-737	95	11	of	of	ADP
cana-737	95	12	the	the	DET
cana-737	95	13	security	security	NOUN
cana-737	95	14	landscape	landscape	NOUN
cana-737	95	15	in	in	ADP
cana-737	95	16	ethereum	ethereum	NOUN
cana-737	95	17	contracts	contract	NOUN
cana-737	95	18	,	,	PUNCT
cana-737	95	19	including	include	VERB
cana-737	95	20	common	common	ADJ
cana-737	95	21	vulnerabilities	vulnerability	NOUN
cana-737	95	22	and	and	CCONJ
cana-737	95	23	mitigation	mitigation	NOUN
cana-737	95	24	strategies	strategy	NOUN
cana-737	95	25	.	.	PUNCT
cana-737	96	1	by	by	ADP
cana-737	96	2	synthesizing	synthesize	VERB
cana-737	96	3	existing	exist	VERB
cana-737	96	4	research	research	NOUN
cana-737	96	5	and	and	CCONJ
cana-737	96	6	tooling	tooling	NOUN
cana-737	96	7	,	,	PUNCT
cana-737	96	8	this	this	DET
cana-737	96	9	work	work	NOUN
cana-737	96	10	aims	aim	VERB
cana-737	96	11	to	to	PART
cana-737	96	12	inform	inform	VERB
cana-737	96	13	and	and	CCONJ
cana-737	96	14	guide	guide	VERB
cana-737	96	15	efforts	effort	NOUN
cana-737	96	16	to	to	PART
cana-737	96	17	enhance	enhance	VERB
cana-737	96	18	ethereum	ethereum	NOUN
cana-737	96	19	smart	smart	ADJ
cana-737	96	20	contract	contract	NOUN
cana-737	96	21	security	security	NOUN
cana-737	96	22	[	[	X
cana-737	96	23	13	13	NUM
cana-737	96	24	]	]	PUNCT
cana-737	96	25	.	.	PUNCT
cana-737	97	1	schmitz	schmitz	PROPN
cana-737	97	2	proposes	propose	VERB
cana-737	97	3	enhancing	enhance	VERB
cana-737	97	4	smart	smart	ADJ
cana-737	97	5	contracts	contract	NOUN
cana-737	97	6	with	with	ADP
cana-737	97	7	online	online	ADJ
cana-737	97	8	arbitration	arbitration	NOUN
cana-737	97	9	mechanisms	mechanism	NOUN
cana-737	97	10	to	to	PART
cana-737	97	11	improve	improve	VERB
cana-737	97	12	dispute	dispute	NOUN
cana-737	97	13	resolution	resolution	NOUN
cana-737	97	14	in	in	ADP
cana-737	97	15	blockchain	blockchain	PROPN
cana-737	97	16	-	-	PUNCT
cana-737	97	17	based	base	VERB
cana-737	97	18	transactions	transaction	NOUN
cana-737	97	19	.	.	PUNCT
cana-737	98	1	by	by	ADP
cana-737	98	2	integrating	integrate	VERB
cana-737	98	3	arbitration	arbitration	NOUN
cana-737	98	4	clauses	clause	NOUN
cana-737	98	5	into	into	ADP
cana-737	98	6	smart	smart	ADJ
cana-737	98	7	contracts	contract	NOUN
cana-737	98	8	,	,	PUNCT
cana-737	98	9	this	this	DET
cana-737	98	10	approach	approach	NOUN
cana-737	98	11	offers	offer	VERB
cana-737	98	12	a	a	DET
cana-737	98	13	decentralized	decentralized	ADJ
cana-737	98	14	and	and	CCONJ
cana-737	98	15	efficient	efficient	ADJ
cana-737	98	16	means	mean	NOUN
cana-737	98	17	of	of	ADP
cana-737	98	18	resolving	resolve	VERB
cana-737	98	19	disputes	dispute	NOUN
cana-737	98	20	without	without	ADP
cana-737	98	21	relying	rely	VERB
cana-737	98	22	on	on	ADP
cana-737	98	23	centralized	centralized	ADJ
cana-737	98	24	authorities	authority	NOUN
cana-737	98	25	.	.	PUNCT
cana-737	99	1	online	online	ADJ
cana-737	99	2	arbitration	arbitration	NOUN
cana-737	99	3	mechanisms	mechanism	NOUN
cana-737	99	4	can	can	AUX
cana-737	99	5	enhance	enhance	VERB
cana-737	99	6	the	the	DET
cana-737	99	7	enforceability	enforceability	NOUN
cana-737	99	8	and	and	CCONJ
cana-737	99	9	reliability	reliability	NOUN
cana-737	99	10	of	of	ADP
cana-737	99	11	smart	smart	ADJ
cana-737	99	12	contracts	contract	NOUN
cana-737	99	13	,	,	PUNCT
cana-737	99	14	fostering	foster	VERB
cana-737	99	15	trust	trust	NOUN
cana-737	99	16	and	and	CCONJ
cana-737	99	17	confidence	confidence	NOUN
cana-737	99	18	in	in	ADP
cana-737	99	19	blockchain	blockchain	PROPN
cana-737	99	20	-	-	PUNCT
cana-737	99	21	based	base	VERB
cana-737	99	22	transactions	transaction	NOUN
cana-737	99	23	[	[	X
cana-737	99	24	14	14	NUM
cana-737	99	25	]	]	PUNCT
cana-737	99	26	.	.	PUNCT
cana-737	100	1	these	these	DET
cana-737	100	2	works	work	VERB
cana-737	100	3	collectively	collectively	ADV
cana-737	100	4	contribute	contribute	VERB
cana-737	100	5	to	to	ADP
cana-737	100	6	advancing	advance	VERB
cana-737	100	7	our	our	PRON
cana-737	100	8	understanding	understanding	NOUN
cana-737	100	9	of	of	ADP
cana-737	100	10	ethereum	ethereum	NOUN
cana-737	100	11	smart	smart	ADJ
cana-737	100	12	contract	contract	NOUN
cana-737	100	13	vulnerability	vulnerability	NOUN
cana-737	100	14	detection	detection	NOUN
cana-737	100	15	,	,	PUNCT
cana-737	100	16	blockchain	blockchain	PROPN
cana-737	100	17	security	security	PROPN
cana-737	100	18	,	,	PUNCT
cana-737	100	19	and	and	CCONJ
cana-737	100	20	the	the	DET
cana-737	100	21	broader	broad	ADJ
cana-737	100	22	implications	implication	NOUN
cana-737	100	23	of	of	ADP
cana-737	100	24	smart	smart	ADJ
cana-737	100	25	contract	contract	NOUN
cana-737	100	26	technology	technology	NOUN
cana-737	100	27	in	in	ADP
cana-737	100	28	various	various	ADJ
cana-737	100	29	domains	domain	NOUN
cana-737	100	30	.	.	PUNCT
cana-737	101	1	by	by	ADP
cana-737	101	2	addressing	address	VERB
cana-737	101	3	key	key	ADJ
cana-737	101	4	challenges	challenge	NOUN
cana-737	101	5	and	and	CCONJ
cana-737	101	6	proposing	propose	VERB
cana-737	101	7	innovative	innovative	ADJ
cana-737	101	8	solutions	solution	NOUN
cana-737	101	9	,	,	PUNCT
cana-737	101	10	researchers	researcher	NOUN
cana-737	101	11	and	and	CCONJ
cana-737	101	12	practitioners	practitioner	NOUN
cana-737	101	13	can	can	AUX
cana-737	101	14	continue	continue	VERB
cana-737	101	15	to	to	PART
cana-737	101	16	enhance	enhance	VERB
cana-737	101	17	the	the	DET
cana-737	101	18	security	security	NOUN
cana-737	101	19	,	,	PUNCT
cana-737	101	20	reliability	reliability	NOUN
cana-737	101	21	,	,	PUNCT
cana-737	101	22	and	and	CCONJ
cana-737	101	23	usability	usability	NOUN
cana-737	101	24	of	of	ADP
cana-737	101	25	blockchain	blockchain	PROPN
cana-737	101	26	-	-	PUNCT
cana-737	101	27	based	base	VERB
cana-737	101	28	systems	system	NOUN
cana-737	101	29	,	,	PUNCT
cana-737	101	30	paving	pave	VERB
cana-737	101	31	the	the	DET
cana-737	101	32	way	way	NOUN
cana-737	101	33	for	for	ADP
cana-737	101	34	broader	broad	ADJ
cana-737	101	35	adoption	adoption	NOUN
cana-737	101	36	and	and	CCONJ
cana-737	101	37	integration	integration	NOUN
cana-737	101	38	into	into	ADP
cana-737	101	39	mainstream	mainstream	NOUN
cana-737	101	40	applications	application	NOUN
cana-737	101	41	.	.	PUNCT
cana-737	102	1	2	2	X
cana-737	102	2	.	.	X
cana-737	102	3	material	material	NOUN
cana-737	102	4	and	and	CCONJ
cana-737	102	5	methods	method	NOUN
cana-737	102	6	2.1	2.1	NUM
cana-737	102	7	.	.	PUNCT
cana-737	103	1	static	static	ADJ
cana-737	103	2	analysis	analysis	NOUN
cana-737	103	3	:	:	PUNCT
cana-737	103	4	static	static	ADJ
cana-737	103	5	analysis	analysis	NOUN
cana-737	103	6	involves	involve	VERB
cana-737	103	7	examining	examine	VERB
cana-737	103	8	the	the	DET
cana-737	103	9	source	source	NOUN
cana-737	103	10	code	code	NOUN
cana-737	103	11	of	of	ADP
cana-737	103	12	smart	smart	ADJ
cana-737	103	13	contracts	contract	NOUN
cana-737	103	14	without	without	ADP
cana-737	103	15	executing	execute	VERB
cana-737	103	16	them	they	PRON
cana-737	103	17	.	.	PUNCT
cana-737	104	1	the	the	DET
cana-737	104	2	methodology	methodology	NOUN
cana-737	104	3	for	for	ADP
cana-737	104	4	static	static	ADJ
cana-737	104	5	analysis	analysis	NOUN
cana-737	104	6	in	in	ADP
cana-737	104	7	ethereum	ethereum	NOUN
cana-737	104	8	smart	smart	ADJ
cana-737	104	9	contract	contract	NOUN
cana-737	104	10	vulnerability	vulnerability	NOUN
cana-737	104	11	detection	detection	NOUN
cana-737	104	12	includes	include	VERB
cana-737	104	13	:	:	PUNCT
cana-737	104	14	source	source	NOUN
cana-737	104	15	code	code	NOUN
cana-737	104	16	examination	examination	NOUN
cana-737	104	17	:	:	PUNCT
cana-737	105	1	sc	sc	PROPN
cana-737	105	2	-	-	PUNCT
cana-737	105	3	this	this	PRON
cana-737	105	4	involves	involve	VERB
cana-737	105	5	parsing	parse	VERB
cana-737	105	6	the	the	DET
cana-737	105	7	source	source	NOUN
cana-737	105	8	code	code	NOUN
cana-737	105	9	to	to	PART
cana-737	105	10	identify	identify	VERB
cana-737	105	11	pattern	pattern	NOUN
cana-737	105	12	indicative	indicative	ADJ
cana-737	105	13	of	of	ADP
cana-737	105	14	vulnerabilities	vulnerability	NOUN
cana-737	105	15	.	.	PUNCT
cana-737	106	1	𝑆𝐶𝐸𝑥𝑎𝑚𝑖𝑛𝑎𝑡𝑖𝑜𝑛	𝑆𝐶𝐸𝑥𝑎𝑚𝑖𝑛𝑎𝑡𝑖𝑜𝑛	NOUN
cana-737	106	2	=	=	PUNCT
cana-737	106	3	∑	∑	PUNCT
cana-737	106	4	𝑃𝑖	𝑃𝑖	ADP
cana-737	106	5	𝑛	𝑛	PRON
cana-737	106	6	𝑖=1	𝑖=1	PROPN
cana-737	106	7	-----------------------------------------------(1	-----------------------------------------------(1	PROPN
cana-737	106	8	)	)	PUNCT
cana-737	106	9	where	where	SCONJ
cana-737	106	10	pi	pi	NOUN
cana-737	106	11	represents	represent	VERB
cana-737	106	12	the	the	DET
cana-737	106	13	presence	presence	NOUN
cana-737	106	14	of	of	ADP
cana-737	106	15	a	a	DET
cana-737	106	16	vulnerability	vulnerability	NOUN
cana-737	106	17	pattern	pattern	NOUN
cana-737	106	18	.	.	PUNCT
cana-737	107	1	⚫	⚫	NOUN
cana-737	107	2	pattern	pattern	NOUN
cana-737	107	3	recognition	recognition	NOUN
cana-737	107	4	(	(	PUNCT
cana-737	107	5	pr	pr	NOUN
cana-737	107	6	):	):	PUNCT
cana-737	107	7	identifying	identify	VERB
cana-737	107	8	known	know	VERB
cana-737	107	9	vulnerability	vulnerability	NOUN
cana-737	107	10	patterns	pattern	NOUN
cana-737	107	11	using	use	VERB
cana-737	107	12	predefined	predefine	VERB
cana-737	107	13	rules	rule	NOUN
cana-737	107	14	or	or	CCONJ
cana-737	107	15	heuristics	heuristic	NOUN
cana-737	107	16	.	.	PUNCT
cana-737	108	1	𝑃𝑅𝑅𝑒𝑐𝑜𝑔𝑛𝑖𝑡𝑖𝑜𝑛	𝑃𝑅𝑅𝑒𝑐𝑜𝑔𝑛𝑖𝑡𝑖𝑜𝑛	NOUN
cana-737	108	2	=	=	SYM
cana-737	109	1	𝑁𝑣	𝑁𝑣	ADP
cana-737	109	2	𝑁𝑝	𝑁𝑝	PROPN
cana-737	109	3	𝑋	𝑋	NOUN
cana-737	109	4	100	100	NUM
cana-737	109	5	%	%	NOUN
cana-737	109	6	-----------------------------------------------(2	-----------------------------------------------(2	NOUN
cana-737	109	7	)	)	PUNCT
cana-737	109	8	mailto	mailto	PROPN
cana-737	109	9	:	:	PUNCT
cana-737	109	10	c@fidence	c@fidence	NOUN
cana-737	109	11	mailto	mailto	NOUN
cana-737	109	12	:	:	PUNCT
cana-737	109	13	dg@ins	dg@in	VERB
cana-737	109	14	communications	communication	NOUN
cana-737	109	15	on	on	ADP
cana-737	109	16	applied	apply	VERB
cana-737	109	17	nonlinear	nonlinear	ADJ
cana-737	109	18	analysis	analysis	NOUN
cana-737	109	19	issn	issn	NOUN
cana-737	109	20	:	:	PUNCT
cana-737	109	21	1074	1074	NUM
cana-737	109	22	-	-	PUNCT
cana-737	109	23	133x	133x	NUM
cana-737	109	24	vol	vol	NOUN
cana-737	109	25	31	31	NUM
cana-737	109	26	no	no	NOUN
cana-737	109	27	.	.	PUNCT
cana-737	110	1	3s	3s	NUM
cana-737	110	2	(	(	PUNCT
cana-737	110	3	2024	2024	NUM
cana-737	110	4	)	)	PUNCT
cana-737	110	5	132	132	NUM
cana-737	110	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-737	110	7	where	where	SCONJ
cana-737	110	8	nv	nv	PROPN
cana-737	110	9	is	be	AUX
cana-737	110	10	the	the	DET
cana-737	110	11	number	number	NOUN
cana-737	110	12	of	of	ADP
cana-737	110	13	recognized	recognize	VERB
cana-737	110	14	vulnerability	vulnerability	NOUN
cana-737	110	15	patterns	pattern	NOUN
cana-737	110	16	and	and	CCONJ
cana-737	110	17	np	np	INTJ
cana-737	110	18	is	be	AUX
cana-737	110	19	the	the	DET
cana-737	110	20	total	total	ADJ
cana-737	110	21	number	number	NOUN
cana-737	110	22	of	of	ADP
cana-737	110	23	patterns	pattern	NOUN
cana-737	110	24	analyzed	analyze	VERB
cana-737	110	25	.	.	PUNCT
cana-737	111	1	⚫	⚫	NOUN
cana-737	111	2	vulnerability	vulnerability	NOUN
cana-737	111	3	detection	detection	NOUN
cana-737	111	4	(	(	PUNCT
cana-737	111	5	vd	vd	NOUN
cana-737	111	6	):	):	PUNCT
cana-737	111	7	detecting	detect	VERB
cana-737	111	8	potential	potential	ADJ
cana-737	111	9	vulnerabilities	vulnerability	NOUN
cana-737	111	10	based	base	VERB
cana-737	111	11	on	on	ADP
cana-737	111	12	recognized	recognize	VERB
cana-737	111	13	patterns	pattern	NOUN
cana-737	111	14	.	.	PUNCT
cana-737	112	1	𝑉𝐷𝐷𝑒𝑡𝑒𝑐𝑡𝑖𝑜𝑛	𝑉𝐷𝐷𝑒𝑡𝑒𝑐𝑡𝑖𝑜𝑛	NUM
cana-737	112	2	=	=	SYM
cana-737	112	3	𝑁𝑑	𝑁𝑑	PROPN
cana-737	112	4	𝑁𝑣	𝑁𝑣	ADP
cana-737	112	5	𝑋	𝑋	NOUN
cana-737	112	6	100	100	NUM
cana-737	112	7	%	%	NOUN
cana-737	112	8	-----------------------------------------------(3	-----------------------------------------------(3	PROPN
cana-737	112	9	)	)	PUNCT
cana-737	112	10	where	where	SCONJ
cana-737	112	11	nd	nd	NOUN
cana-737	112	12	is	be	AUX
cana-737	112	13	the	the	DET
cana-737	112	14	number	number	NOUN
cana-737	112	15	of	of	ADP
cana-737	112	16	detected	detect	VERB
cana-737	112	17	vulnerabilities	vulnerability	NOUN
cana-737	112	18	.	.	PUNCT
cana-737	113	1	⚫	⚫	NOUN
cana-737	113	2	performance	performance	NOUN
cana-737	113	3	evaluation	evaluation	NOUN
cana-737	113	4	(	(	PUNCT
cana-737	113	5	pe	pe	INTJ
cana-737	113	6	):	):	PUNCT
cana-737	113	7	assessing	assess	VERB
cana-737	113	8	the	the	DET
cana-737	113	9	accuracy	accuracy	NOUN
cana-737	113	10	and	and	CCONJ
cana-737	113	11	efficiency	efficiency	NOUN
cana-737	113	12	of	of	ADP
cana-737	113	13	the	the	DET
cana-737	113	14	static	static	ADJ
cana-737	113	15	analysis	analysis	NOUN
cana-737	113	16	technique	technique	NOUN
cana-737	113	17	.	.	PUNCT
cana-737	114	1	𝑃𝐸𝐸𝑣𝑎𝑙𝑢𝑎𝑡𝑖𝑜𝑛	𝑃𝐸𝐸𝑣𝑎𝑙𝑢𝑎𝑡𝑖𝑜𝑛	NOUN
cana-737	114	2	=	=	SYM
cana-737	114	3	𝑁𝑐	𝑁𝑐	PROPN
cana-737	114	4	𝑇𝑐	𝑇𝑐	PROPN
cana-737	114	5	-----------------------------------------------(4	-----------------------------------------------(4	PROPN
cana-737	114	6	)	)	PUNCT
cana-737	114	7	where	where	SCONJ
cana-737	114	8	nc	nc	PROPN
cana-737	114	9	is	be	AUX
cana-737	114	10	the	the	DET
cana-737	114	11	number	number	NOUN
cana-737	114	12	of	of	ADP
cana-737	114	13	contracts	contract	NOUN
cana-737	114	14	analyzed	analyze	VERB
cana-737	114	15	and	and	CCONJ
cana-737	114	16	tc	tc	NOUN
cana-737	114	17	is	be	AUX
cana-737	114	18	the	the	DET
cana-737	114	19	total	total	ADJ
cana-737	114	20	time	time	NOUN
cana-737	114	21	taken	take	VERB
cana-737	114	22	for	for	ADP
cana-737	114	23	analysis	analysis	NOUN
cana-737	114	24	.	.	PUNCT
cana-737	115	1	2.2	2.2	NUM
cana-737	115	2	.	.	PUNCT
cana-737	116	1	dynamic	dynamic	ADJ
cana-737	116	2	analysis	analysis	NOUN
cana-737	116	3	:	:	PUNCT
cana-737	116	4	dynamic	dynamic	ADJ
cana-737	116	5	analysis	analysis	NOUN
cana-737	116	6	entails	entail	VERB
cana-737	116	7	executing	execute	VERB
cana-737	116	8	smart	smart	ADJ
cana-737	116	9	contracts	contract	NOUN
cana-737	116	10	in	in	ADP
cana-737	116	11	a	a	DET
cana-737	116	12	controlled	control	VERB
cana-737	116	13	environment	environment	NOUN
cana-737	116	14	to	to	PART
cana-737	116	15	observe	observe	VERB
cana-737	116	16	their	their	PRON
cana-737	116	17	behavior	behavior	NOUN
cana-737	116	18	.	.	PUNCT
cana-737	117	1	the	the	DET
cana-737	117	2	methodology	methodology	NOUN
cana-737	117	3	for	for	ADP
cana-737	117	4	dynamic	dynamic	ADJ
cana-737	117	5	analysis	analysis	NOUN
cana-737	117	6	in	in	ADP
cana-737	117	7	ethereum	ethereum	NOUN
cana-737	117	8	smart	smart	ADJ
cana-737	117	9	contract	contract	NOUN
cana-737	117	10	vulnerability	vulnerability	NOUN
cana-737	117	11	detection	detection	NOUN
cana-737	117	12	include	include	VERB
cana-737	117	13	:	:	PUNCT
cana-737	117	14	⚫	⚫	NOUN
cana-737	117	15	contract	contract	NOUN
cana-737	117	16	execution	execution	NOUN
cana-737	117	17	(	(	PUNCT
cana-737	117	18	ce	ce	PROPN
cana-737	117	19	):	):	PUNCT
cana-737	117	20	running	run	VERB
cana-737	117	21	smart	smart	ADJ
cana-737	117	22	contracts	contract	NOUN
cana-737	117	23	in	in	ADP
cana-737	117	24	a	a	DET
cana-737	117	25	sandbox	sandbox	NOUN
cana-737	117	26	environment	environment	NOUN
cana-737	117	27	.	.	PUNCT
cana-737	118	1	𝐶𝐸𝐸𝑥𝑒𝑐𝑢𝑡𝑖𝑜𝑛	𝐶𝐸𝐸𝑥𝑒𝑐𝑢𝑡𝑖𝑜𝑛	ADV
cana-737	118	2	=	=	SYM
cana-737	118	3	∑	∑	PUNCT
cana-737	119	1	𝐸𝑖	𝐸𝑖	PROPN
cana-737	119	2	𝑛	𝑛	PRON
cana-737	119	3	𝑖=1	𝑖=1	PROPN
cana-737	119	4	-----------------------------------------------(5	-----------------------------------------------(5	INTJ
cana-737	119	5	)	)	PUNCT
cana-737	119	6	where	where	SCONJ
cana-737	119	7	ei	ei	NOUN
cana-737	119	8	represents	represent	VERB
cana-737	119	9	the	the	DET
cana-737	119	10	execution	execution	NOUN
cana-737	119	11	of	of	ADP
cana-737	119	12	contract	contract	NOUN
cana-737	119	13	i.	i.	PROPN
cana-737	119	14	⚫	⚫	PROPN
cana-737	119	15	behavior	behavior	NOUN
cana-737	119	16	observation	observation	NOUN
cana-737	119	17	(	(	PUNCT
cana-737	119	18	bo	bo	NOUN
cana-737	119	19	):	):	PUNCT
cana-737	119	20	monitoring	monitor	VERB
cana-737	119	21	contract	contract	NOUN
cana-737	119	22	behavior	behavior	NOUN
cana-737	119	23	during	during	ADP
cana-737	119	24	execution	execution	NOUN
cana-737	119	25	for	for	ADP
cana-737	119	26	anomalous	anomalous	ADJ
cana-737	119	27	activities	activity	NOUN
cana-737	119	28	.	.	PUNCT
cana-737	120	1	𝐵𝑂𝑂𝑏𝑠𝑒𝑟𝑣𝑎𝑡𝑖𝑜𝑛	𝐵𝑂𝑂𝑏𝑠𝑒𝑟𝑣𝑎𝑡𝑖𝑜𝑛	PROPN
cana-737	120	2	=	=	PUNCT
cana-737	121	1	𝑁𝑎	𝑁𝑎	PROPN
cana-737	121	2	𝑁𝑒	𝑁𝑒	PROPN
cana-737	121	3	𝑋	𝑋	PROPN
cana-737	121	4	100	100	NUM
cana-737	121	5	%	%	NOUN
cana-737	121	6	-----------------------------------------------(6	-----------------------------------------------(6	NUM
cana-737	121	7	)	)	PUNCT
cana-737	121	8	where	where	SCONJ
cana-737	121	9	na	na	NOUN
cana-737	121	10	is	be	AUX
cana-737	121	11	the	the	DET
cana-737	121	12	number	number	NOUN
cana-737	121	13	of	of	ADP
cana-737	121	14	anomalous	anomalous	ADJ
cana-737	121	15	events	event	NOUN
cana-737	121	16	observed	observe	VERB
cana-737	121	17	and	and	CCONJ
cana-737	121	18	ne	ne	NOUN
cana-737	121	19	is	be	AUX
cana-737	121	20	the	the	DET
cana-737	121	21	total	total	ADJ
cana-737	121	22	number	number	NOUN
cana-737	121	23	of	of	ADP
cana-737	121	24	contract	contract	NOUN
cana-737	121	25	executions	execution	NOUN
cana-737	121	26	.	.	PUNCT
cana-737	122	1	⚫	⚫	NOUN
cana-737	122	2	event	event	NOUN
cana-737	122	3	logging	log	VERB
cana-737	122	4	(	(	PUNCT
cana-737	122	5	el	el	NOUN
cana-737	122	6	):	):	PUNCT
cana-737	122	7	recording	recording	NOUN
cana-737	122	8	events	event	NOUN
cana-737	122	9	and	and	CCONJ
cana-737	122	10	interactions	interaction	NOUN
cana-737	122	11	during	during	ADP
cana-737	122	12	contract	contract	NOUN
cana-737	122	13	execution	execution	NOUN
cana-737	122	14	.	.	PUNCT
cana-737	123	1	𝐸𝐿𝐿𝑜𝑔𝑔𝑖𝑛𝑔	𝐸𝐿𝐿𝑜𝑔𝑔𝑖𝑛𝑔	NOUN
cana-737	123	2	=	=	SYM
cana-737	124	1	𝑁𝑒𝑣	𝑁𝑒𝑣	PROPN
cana-737	124	2	𝑁𝑐	𝑁𝑐	PROPN
cana-737	124	3	𝑋	𝑋	PROPN
cana-737	124	4	100	100	NUM
cana-737	124	5	%	%	NOUN
cana-737	124	6	-----------------------------------------------(7	-----------------------------------------------(7	PROPN
cana-737	124	7	)	)	PUNCT
cana-737	124	8	where	where	SCONJ
cana-737	124	9	nev	nev	PROPN
cana-737	124	10	is	be	AUX
cana-737	124	11	the	the	DET
cana-737	124	12	number	number	NOUN
cana-737	124	13	of	of	ADP
cana-737	124	14	events	event	NOUN
cana-737	124	15	logged	log	VERB
cana-737	124	16	and	and	CCONJ
cana-737	124	17	nc	nc	PROPN
cana-737	124	18	is	be	AUX
cana-737	124	19	the	the	DET
cana-737	124	20	number	number	NOUN
cana-737	124	21	of	of	ADP
cana-737	124	22	contracts	contract	NOUN
cana-737	124	23	analyzed	analyze	VERB
cana-737	124	24	.	.	PUNCT
cana-737	125	1	⚫	⚫	NOUN
cana-737	125	2	anomaly	anomaly	NOUN
cana-737	125	3	detection	detection	NOUN
cana-737	125	4	(	(	PUNCT
cana-737	125	5	ad	ad	NOUN
cana-737	125	6	):	):	PUNCT
cana-737	125	7	identifying	identify	VERB
cana-737	125	8	abnormal	abnormal	ADJ
cana-737	125	9	behavior	behavior	NOUN
cana-737	125	10	or	or	CCONJ
cana-737	125	11	security	security	NOUN
cana-737	125	12	threats	threat	NOUN
cana-737	125	13	.	.	PUNCT
cana-737	126	1	𝐴𝐷𝐷𝑒𝑡𝑒𝑐𝑡𝑖𝑜𝑛	𝐴𝐷𝐷𝑒𝑡𝑒𝑐𝑡𝑖𝑜𝑛	NOUN
cana-737	126	2	=	=	SYM
cana-737	126	3	𝑁𝑎𝑛	𝑁𝑎𝑛	PROPN
cana-737	126	4	𝑁𝑒	𝑁𝑒	PROPN
cana-737	126	5	𝑋	𝑋	PROPN
cana-737	126	6	100	100	NUM
cana-737	126	7	%	%	NOUN
cana-737	126	8	-----------------------------------------------(8	-----------------------------------------------(8	PROPN
cana-737	126	9	)	)	PUNCT
cana-737	126	10	where	where	SCONJ
cana-737	126	11	nan	nan	PROPN
cana-737	126	12	is	be	AUX
cana-737	126	13	the	the	DET
cana-737	126	14	number	number	NOUN
cana-737	126	15	of	of	ADP
cana-737	126	16	detected	detect	VERB
cana-737	126	17	anomalies	anomaly	NOUN
cana-737	126	18	and	and	CCONJ
cana-737	126	19	ne	ne	PROPN
cana-737	126	20	is	be	AUX
cana-737	126	21	the	the	DET
cana-737	126	22	total	total	ADJ
cana-737	126	23	number	number	NOUN
cana-737	126	24	of	of	ADP
cana-737	126	25	contract	contract	NOUN
cana-737	126	26	communications	communication	NOUN
cana-737	126	27	on	on	ADP
cana-737	126	28	applied	apply	VERB
cana-737	126	29	nonlinear	nonlinear	ADJ
cana-737	126	30	analysis	analysis	NOUN
cana-737	126	31	issn	issn	NOUN
cana-737	126	32	:	:	PUNCT
cana-737	126	33	1074	1074	NUM
cana-737	126	34	-	-	PUNCT
cana-737	126	35	133x	133x	NUM
cana-737	126	36	vol	vol	NOUN
cana-737	126	37	31	31	NUM
cana-737	126	38	no	no	NOUN
cana-737	126	39	.	.	PUNCT
cana-737	127	1	3s	3s	NUM
cana-737	127	2	(	(	PUNCT
cana-737	127	3	2024	2024	NUM
cana-737	127	4	)	)	PUNCT
cana-737	127	5	133	133	NUM
cana-737	127	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-737	127	7	executions	execution	NOUN
cana-737	127	8	.	.	PUNCT
cana-737	128	1	⚫	⚫	NOUN
cana-737	128	2	performance	performance	NOUN
cana-737	128	3	assessment	assessment	NOUN
cana-737	128	4	(	(	PUNCT
cana-737	128	5	pa	pa	NOUN
cana-737	128	6	):	):	PUNCT
cana-737	128	7	evaluating	evaluate	VERB
cana-737	128	8	the	the	DET
cana-737	128	9	effectiveness	effectiveness	NOUN
cana-737	128	10	and	and	CCONJ
cana-737	128	11	efficiency	efficiency	NOUN
cana-737	128	12	of	of	ADP
cana-737	128	13	dynamic	dynamic	ADJ
cana-737	128	14	analysis	analysis	NOUN
cana-737	128	15	.	.	PUNCT
cana-737	129	1	𝑃𝐴𝐴𝑠𝑠𝑒𝑠𝑠𝑚𝑒𝑛𝑡	𝑃𝐴𝐴𝑠𝑠𝑒𝑠𝑠𝑚𝑒𝑛𝑡	NOUN
cana-737	129	2	=	=	PUNCT
cana-737	129	3	𝑇𝑎	𝑇𝑎	PROPN
cana-737	129	4	𝑁𝑐	𝑁𝑐	PROPN
cana-737	129	5	𝑋	𝑋	PROPN
cana-737	129	6	100	100	NUM
cana-737	129	7	%	%	NOUN
cana-737	129	8	-----------------------------------------------(9	-----------------------------------------------(9	PUNCT
cana-737	129	9	)	)	PUNCT
cana-737	129	10	where	where	SCONJ
cana-737	129	11	ta	ta	PROPN
cana-737	129	12	is	be	AUX
cana-737	129	13	the	the	DET
cana-737	129	14	total	total	ADJ
cana-737	129	15	analysis	analysis	NOUN
cana-737	129	16	time	time	NOUN
cana-737	129	17	and	and	CCONJ
cana-737	129	18	nc	nc	PROPN
cana-737	129	19	is	be	AUX
cana-737	129	20	the	the	DET
cana-737	129	21	number	number	NOUN
cana-737	129	22	of	of	ADP
cana-737	129	23	contracts	contract	NOUN
cana-737	129	24	analyzed	analyze	VERB
cana-737	129	25	2.3	2.3	NUM
cana-737	129	26	.	.	PUNCT
cana-737	130	1	symbolic	symbolic	ADJ
cana-737	130	2	execution	execution	NOUN
cana-737	130	3	:	:	PUNCT
cana-737	130	4	symbolic	symbolic	ADJ
cana-737	130	5	execution	execution	NOUN
cana-737	130	6	analyzes	analyze	VERB
cana-737	130	7	smart	smart	ADJ
cana-737	130	8	contract	contract	NOUN
cana-737	130	9	code	code	NOUN
cana-737	130	10	symbolically	symbolically	ADV
cana-737	130	11	to	to	PART
cana-737	130	12	explore	explore	VERB
cana-737	130	13	all	all	DET
cana-737	130	14	possible	possible	ADJ
cana-737	130	15	execution	execution	NOUN
cana-737	130	16	paths	path	NOUN
cana-737	130	17	.	.	PUNCT
cana-737	131	1	the	the	DET
cana-737	131	2	methodology	methodology	NOUN
cana-737	131	3	for	for	ADP
cana-737	131	4	symbolic	symbolic	ADJ
cana-737	131	5	execution	execution	NOUN
cana-737	131	6	in	in	ADP
cana-737	131	7	ethereum	ethereum	NOUN
cana-737	131	8	smart	smart	ADJ
cana-737	131	9	contract	contract	NOUN
cana-737	131	10	vulnerability	vulnerability	NOUN
cana-737	131	11	detection	detection	NOUN
cana-737	131	12	includes	include	VERB
cana-737	131	13	:	:	PUNCT
cana-737	131	14	⚫	⚫	NOUN
cana-737	131	15	path	path	NOUN
cana-737	131	16	exploration	exploration	NOUN
cana-737	131	17	(	(	PUNCT
cana-737	131	18	pe	pe	X
cana-737	131	19	):	):	PUNCT
cana-737	131	20	traversing	traverse	VERB
cana-737	131	21	through	through	ADP
cana-737	131	22	different	different	ADJ
cana-737	131	23	execution	execution	NOUN
cana-737	131	24	paths	path	NOUN
cana-737	131	25	to	to	PART
cana-737	131	26	identify	identify	VERB
cana-737	131	27	vulnerabilities	vulnerability	NOUN
cana-737	131	28	.	.	PUNCT
cana-737	132	1	𝑃𝐸𝐸𝑥𝑝𝑙𝑜𝑟𝑎𝑡𝑖𝑜𝑛	𝑃𝐸𝐸𝑥𝑝𝑙𝑜𝑟𝑎𝑡𝑖𝑜𝑛	NOUN
cana-737	132	2	=	=	PUNCT
cana-737	132	3	∑	∑	PUNCT
cana-737	132	4	𝑃𝑖	𝑃𝑖	ADP
cana-737	132	5	𝑛	𝑛	PRON
cana-737	132	6	𝑖=1	𝑖=1	PROPN
cana-737	132	7	----------------------------------------------(10	----------------------------------------------(10	NOUN
cana-737	132	8	)	)	PUNCT
cana-737	132	9	where	where	SCONJ
cana-737	132	10	pi	pi	NOUN
cana-737	132	11	represents	represent	VERB
cana-737	132	12	the	the	DET
cana-737	132	13	exploration	exploration	NOUN
cana-737	132	14	of	of	ADP
cana-737	132	15	path	path	NOUN
cana-737	132	16	i.	i.	PROPN
cana-737	132	17	⚫	⚫	PROPN
cana-737	132	18	constraint	constraint	NOUN
cana-737	132	19	solving	solving	NOUN
cana-737	132	20	(	(	PUNCT
cana-737	132	21	cs	cs	ADJ
cana-737	132	22	):	):	PUNCT
cana-737	132	23	solving	solve	VERB
cana-737	132	24	constraints	constraint	NOUN
cana-737	132	25	to	to	PART
cana-737	132	26	determine	determine	VERB
cana-737	132	27	feasible	feasible	ADJ
cana-737	132	28	execution	execution	NOUN
cana-737	132	29	paths	path	NOUN
cana-737	132	30	.	.	PUNCT
cana-737	133	1	𝐶𝑆𝑆𝑜𝑙𝑣𝑖𝑛𝑔	𝐶𝑆𝑆𝑜𝑙𝑣𝑖𝑛𝑔	NOUN
cana-737	133	2	=	=	PUNCT
cana-737	134	1	𝑁𝑓	𝑁𝑓	PROPN
cana-737	134	2	𝑁𝑐	𝑁𝑐	PROPN
cana-737	134	3	𝑋	𝑋	NOUN
cana-737	134	4	100	100	NUM
cana-737	134	5	%	%	NOUN
cana-737	134	6	----------------------------------------------(11	----------------------------------------------(11	NOUN
cana-737	134	7	)	)	PUNCT
cana-737	134	8	where	where	SCONJ
cana-737	134	9	nf	nf	NOUN
cana-737	134	10	is	be	AUX
cana-737	134	11	the	the	DET
cana-737	134	12	number	number	NOUN
cana-737	134	13	of	of	ADP
cana-737	134	14	feasible	feasible	ADJ
cana-737	134	15	paths	path	NOUN
cana-737	134	16	and	and	CCONJ
cana-737	134	17	nc	nc	PROPN
cana-737	134	18	is	be	AUX
cana-737	134	19	the	the	DET
cana-737	134	20	total	total	ADJ
cana-737	134	21	number	number	NOUN
cana-737	134	22	of	of	ADP
cana-737	134	23	paths	path	NOUN
cana-737	134	24	explored	explore	VERB
cana-737	134	25	.	.	PUNCT
cana-737	135	1	⚫	⚫	NOUN
cana-737	135	2	vulnerability	vulnerability	NOUN
cana-737	135	3	identification	identification	NOUN
cana-737	135	4	(	(	PUNCT
cana-737	135	5	vi	vi	NOUN
cana-737	135	6	):	):	PUNCT
cana-737	135	7	detecting	detect	VERB
cana-737	135	8	vulnerabilities	vulnerability	NOUN
cana-737	135	9	based	base	VERB
cana-737	135	10	on	on	ADP
cana-737	135	11	constraints	constraint	NOUN
cana-737	135	12	and	and	CCONJ
cana-737	135	13	execution	execution	NOUN
cana-737	135	14	paths	path	NOUN
cana-737	135	15	.	.	PUNCT
cana-737	136	1	𝑉𝐼𝐼𝑑𝑒𝑛𝑡𝑖𝑓𝑖𝑐𝑎𝑡𝑖𝑜𝑛	𝑉𝐼𝐼𝑑𝑒𝑛𝑡𝑖𝑓𝑖𝑐𝑎𝑡𝑖𝑜𝑛	NOUN
cana-737	136	2	=	=	SYM
cana-737	136	3	𝑁𝑣	𝑁𝑣	ADP
cana-737	136	4	𝑁𝑓	𝑁𝑓	PRON
cana-737	136	5	𝑋	𝑋	NOUN
cana-737	136	6	100	100	NUM
cana-737	136	7	%	%	NOUN
cana-737	136	8	----------------------------------------------(12	----------------------------------------------(12	NOUN
cana-737	136	9	)	)	PUNCT
cana-737	136	10	where	where	SCONJ
cana-737	136	11	nv	nv	PROPN
cana-737	136	12	is	be	AUX
cana-737	136	13	the	the	DET
cana-737	136	14	number	number	NOUN
cana-737	136	15	of	of	ADP
cana-737	136	16	identified	identify	VERB
cana-737	136	17	vulnerabilities	vulnerability	NOUN
cana-737	136	18	and	and	CCONJ
cana-737	136	19	nf	nf	NOUN
cana-737	136	20	is	be	AUX
cana-737	136	21	the	the	DET
cana-737	136	22	number	number	NOUN
cana-737	136	23	of	of	ADP
cana-737	136	24	feasible	feasible	ADJ
cana-737	136	25	paths	path	NOUN
cana-737	136	26	.	.	PUNCT
cana-737	137	1	⚫	⚫	NOUN
cana-737	137	2	performance	performance	NOUN
cana-737	137	3	evaluation	evaluation	NOUN
cana-737	137	4	(	(	PUNCT
cana-737	137	5	pe	pe	NOUN
cana-737	137	6	)	)	PUNCT
cana-737	137	7	:	:	PUNCT
cana-737	137	8	assessing	assess	VERB
cana-737	137	9	the	the	DET
cana-737	137	10	scalability	scalability	NOUN
cana-737	137	11	and	and	CCONJ
cana-737	137	12	efficiency	efficiency	NOUN
cana-737	137	13	of	of	ADP
cana-737	137	14	symbolic	symbolic	ADJ
cana-737	137	15	execution	execution	NOUN
cana-737	137	16	.	.	PUNCT
cana-737	138	1	𝑃𝐸𝐸𝑣𝑎𝑙𝑢𝑎𝑡𝑖𝑜𝑛	𝑃𝐸𝐸𝑣𝑎𝑙𝑢𝑎𝑡𝑖𝑜𝑛	PROPN
cana-737	138	2	=	=	SYM
cana-737	139	1	𝑁𝑝	𝑁𝑝	PROPN
cana-737	139	2	𝑇𝑒	𝑇𝑒	PROPN
cana-737	139	3	----------------------------------------------(13	----------------------------------------------(13	VERB
cana-737	139	4	)	)	PUNCT
cana-737	139	5	where	where	SCONJ
cana-737	139	6	np	np	PRON
cana-737	139	7	is	be	AUX
cana-737	139	8	the	the	DET
cana-737	139	9	number	number	NOUN
cana-737	139	10	of	of	ADP
cana-737	139	11	paths	path	NOUN
cana-737	139	12	explored	explore	VERB
cana-737	139	13	and	and	CCONJ
cana-737	139	14	te	te	PROPN
cana-737	139	15	is	be	AUX
cana-737	139	16	the	the	DET
cana-737	139	17	total	total	ADJ
cana-737	139	18	execution	execution	NOUN
cana-737	139	19	time	time	NOUN
cana-737	139	20	.	.	PUNCT
cana-737	140	1	2.4	2.4	NUM
cana-737	140	2	.	.	PUNCT
cana-737	140	3	machine	machine	NOUN
cana-737	140	4	learning	learning	NOUN
cana-737	140	5	:	:	PUNCT
cana-737	140	6	machine	machine	NOUN
cana-737	140	7	learning	learn	VERB
cana-737	140	8	techniques	technique	NOUN
cana-737	140	9	leverage	leverage	VERB
cana-737	140	10	historical	historical	ADJ
cana-737	140	11	data	datum	NOUN
cana-737	140	12	to	to	PART
cana-737	140	13	predict	predict	VERB
cana-737	140	14	potential	potential	ADJ
cana-737	140	15	vulnerabilities	vulnerability	NOUN
cana-737	140	16	in	in	ADP
cana-737	140	17	smart	smart	ADJ
cana-737	140	18	contracts	contract	NOUN
cana-737	140	19	.	.	PUNCT
cana-737	141	1	the	the	DET
cana-737	141	2	methodology	methodology	NOUN
cana-737	141	3	for	for	ADP
cana-737	141	4	machine	machine	NOUN
cana-737	141	5	learning	learning	NOUN
cana-737	141	6	-	-	PUNCT
cana-737	141	7	based	base	VERB
cana-737	141	8	vulnerability	vulnerability	NOUN
cana-737	141	9	detection	detection	NOUN
cana-737	141	10	in	in	ADP
cana-737	141	11	ethereum	ethereum	NOUN
cana-737	141	12	smart	smart	ADJ
cana-737	141	13	contracts	contract	NOUN
cana-737	141	14	includes	include	VERB
cana-737	141	15	:	:	PUNCT
cana-737	141	16	⚫	⚫	VERB
cana-737	141	17	feature	feature	NOUN
cana-737	141	18	extraction	extraction	NOUN
cana-737	141	19	(	(	PUNCT
cana-737	141	20	fe	fe	NOUN
cana-737	141	21	):	):	PUNCT
cana-737	141	22	extracting	extract	VERB
cana-737	141	23	relevant	relevant	ADJ
cana-737	141	24	features	feature	NOUN
cana-737	141	25	from	from	ADP
cana-737	141	26	smart	smart	ADJ
cana-737	141	27	contract	contract	NOUN
cana-737	141	28	code	code	NOUN
cana-737	141	29	.	.	PUNCT
cana-737	142	1	communications	communication	NOUN
cana-737	142	2	on	on	ADP
cana-737	142	3	applied	apply	VERB
cana-737	142	4	nonlinear	nonlinear	ADJ
cana-737	142	5	analysis	analysis	NOUN
cana-737	142	6	issn	issn	NOUN
cana-737	142	7	:	:	PUNCT
cana-737	142	8	1074	1074	NUM
cana-737	142	9	-	-	PUNCT
cana-737	142	10	133x	133x	NUM
cana-737	142	11	vol	vol	NOUN
cana-737	142	12	31	31	NUM
cana-737	142	13	no	no	NOUN
cana-737	142	14	.	.	PUNCT
cana-737	143	1	3s	3s	NUM
cana-737	143	2	(	(	PUNCT
cana-737	143	3	2024	2024	NUM
cana-737	143	4	)	)	PUNCT
cana-737	143	5	134	134	NUM
cana-737	143	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-737	143	7	𝐹𝐸𝐸𝑥𝑡𝑟𝑎𝑐𝑡𝑖𝑜𝑛	𝐹𝐸𝐸𝑥𝑡𝑟𝑎𝑐𝑡𝑖𝑜𝑛	NOUN
cana-737	143	8	=	=	PUNCT
cana-737	143	9	∑	∑	PUNCT
cana-737	143	10	𝐹𝑖	𝐹𝑖	NUM
cana-737	143	11	𝑛	𝑛	PRON
cana-737	143	12	𝑖=1	𝑖=1	PROPN
cana-737	143	13	----------------------------------------------(14	----------------------------------------------(14	NOUN
cana-737	143	14	)	)	PUNCT
cana-737	143	15	where	where	SCONJ
cana-737	143	16	fi	fi	NOUN
cana-737	143	17	represents	represent	VERB
cana-737	143	18	the	the	DET
cana-737	143	19	extraction	extraction	NOUN
cana-737	143	20	of	of	ADP
cana-737	143	21	feature	feature	NOUN
cana-737	143	22	i.	i.	NOUN
cana-737	143	23	⚫	⚫	PROPN
cana-737	143	24	training	training	NOUN
cana-737	143	25	data	datum	NOUN
cana-737	143	26	preparation	preparation	NOUN
cana-737	143	27	(	(	PUNCT
cana-737	143	28	tdp	tdp	NOUN
cana-737	143	29	):	):	PUNCT
cana-737	143	30	preparing	prepare	VERB
cana-737	143	31	labeled	label	VERB
cana-737	143	32	training	training	NOUN
cana-737	143	33	data	datum	NOUN
cana-737	143	34	for	for	ADP
cana-737	143	35	machine	machine	NOUN
cana-737	143	36	learning	learning	NOUN
cana-737	143	37	models	model	NOUN
cana-737	143	38	.	.	PUNCT
cana-737	144	1	𝑇𝐷𝑃𝑃𝑟𝑒𝑝𝑎𝑟𝑎𝑡𝑖𝑜𝑛	𝑇𝐷𝑃𝑃𝑟𝑒𝑝𝑎𝑟𝑎𝑡𝑖𝑜𝑛	PROPN
cana-737	144	2	=	=	PUNCT
cana-737	145	1	𝑁𝑡	𝑁𝑡	PROPN
cana-737	145	2	𝑁𝑑	𝑁𝑑	ADV
cana-737	145	3	𝑋	𝑋	NOUN
cana-737	145	4	100	100	NUM
cana-737	145	5	%	%	NOUN
cana-737	145	6	----------------------------------------------(15	----------------------------------------------(15	NOUN
cana-737	145	7	)	)	PUNCT
cana-737	145	8	where	where	SCONJ
cana-737	145	9	nt	not	PART
cana-737	145	10	is	be	AUX
cana-737	145	11	the	the	DET
cana-737	145	12	number	number	NOUN
cana-737	145	13	of	of	ADP
cana-737	145	14	labeled	label	VERB
cana-737	145	15	data	data	NOUN
cana-737	145	16	instances	instance	NOUN
cana-737	145	17	and	and	CCONJ
cana-737	145	18	nd	nd	PRON
cana-737	145	19	is	be	AUX
cana-737	145	20	the	the	DET
cana-737	145	21	total	total	ADJ
cana-737	145	22	number	number	NOUN
cana-737	145	23	of	of	ADP
cana-737	145	24	data	datum	NOUN
cana-737	145	25	instances	instance	NOUN
cana-737	145	26	.	.	PUNCT
cana-737	146	1	⚫	⚫	NOUN
cana-737	146	2	model	model	NOUN
cana-737	146	3	training	training	NOUN
cana-737	146	4	(	(	PUNCT
cana-737	146	5	mt	mt	PROPN
cana-737	146	6	):	):	PUNCT
cana-737	146	7	training	training	NOUN
cana-737	146	8	machine	machine	NOUN
cana-737	146	9	learning	learning	NOUN
cana-737	146	10	models	model	NOUN
cana-737	146	11	using	use	VERB
cana-737	146	12	the	the	DET
cana-737	146	13	prepared	prepared	ADJ
cana-737	146	14	training	training	NOUN
cana-737	146	15	data	datum	NOUN
cana-737	146	16	.	.	PUNCT
cana-737	147	1	𝑀𝑇𝑇𝑟𝑎𝑖𝑛𝑖𝑛𝑔	𝑀𝑇𝑇𝑟𝑎𝑖𝑛𝑖𝑛𝑔	NOUN
cana-737	147	2	=	=	PUNCT
cana-737	148	1	𝑇𝑡	𝑇𝑡	PROPN
cana-737	148	2	𝑁𝑐	𝑁𝑐	PROPN
cana-737	148	3	----------------------------------------------(16	----------------------------------------------(16	NOUN
cana-737	148	4	)	)	PUNCT
cana-737	148	5	where	where	SCONJ
cana-737	148	6	tt	tt	PROPN
cana-737	148	7	is	be	AUX
cana-737	148	8	the	the	DET
cana-737	148	9	total	total	ADJ
cana-737	148	10	training	training	NOUN
cana-737	148	11	time	time	NOUN
cana-737	148	12	and	and	CCONJ
cana-737	148	13	nc	nc	PROPN
cana-737	148	14	is	be	AUX
cana-737	148	15	the	the	DET
cana-737	148	16	number	number	NOUN
cana-737	148	17	of	of	ADP
cana-737	148	18	contracts	contract	NOUN
cana-737	148	19	analyzed	analyze	VERB
cana-737	148	20	.	.	PUNCT
cana-737	149	1	⚫	⚫	NOUN
cana-737	149	2	evaluation	evaluation	NOUN
cana-737	149	3	(	(	PUNCT
cana-737	149	4	e	e	NOUN
cana-737	149	5	):	):	PUNCT
cana-737	149	6	evaluating	evaluate	VERB
cana-737	149	7	the	the	DET
cana-737	149	8	performance	performance	NOUN
cana-737	149	9	of	of	ADP
cana-737	149	10	trained	train	VERB
cana-737	149	11	models	model	NOUN
cana-737	149	12	on	on	ADP
cana-737	149	13	test	test	NOUN
cana-737	149	14	data	datum	NOUN
cana-737	149	15	.	.	PUNCT
cana-737	150	1	𝐸𝐸𝑣𝑎𝑙𝑢𝑎𝑡𝑖𝑜𝑛	𝐸𝐸𝑣𝑎𝑙𝑢𝑎𝑡𝑖𝑜𝑛	X
cana-737	150	2	=	=	PUNCT
cana-737	151	1	𝑁𝑐	𝑁𝑐	PROPN
cana-737	151	2	𝑁𝑡	𝑁𝑡	PROPN
cana-737	151	3	𝑋	𝑋	NOUN
cana-737	151	4	100	100	NUM
cana-737	151	5	%	%	NOUN
cana-737	151	6	----------------------------------------------(17	----------------------------------------------(17	NOUN
cana-737	151	7	)	)	PUNCT
cana-737	151	8	where	where	SCONJ
cana-737	151	9	nc	nc	PROPN
cana-737	151	10	is	be	AUX
cana-737	151	11	the	the	DET
cana-737	151	12	number	number	NOUN
cana-737	151	13	of	of	ADP
cana-737	151	14	correctly	correctly	ADV
cana-737	151	15	classified	classify	VERB
cana-737	151	16	contracts	contract	NOUN
cana-737	151	17	and	and	CCONJ
cana-737	151	18	nt	not	PART
cana-737	151	19	is	be	AUX
cana-737	151	20	the	the	DET
cana-737	151	21	total	total	ADJ
cana-737	151	22	number	number	NOUN
cana-737	151	23	of	of	ADP
cana-737	151	24	test	test	NOUN
cana-737	151	25	.	.	PUNCT
cana-737	152	1	⚫	⚫	NOUN
cana-737	152	2	performance	performance	NOUN
cana-737	152	3	assessment	assessment	NOUN
cana-737	152	4	(	(	PUNCT
cana-737	152	5	pa	pa	NOUN
cana-737	152	6	):	):	PUNCT
cana-737	152	7	assessing	assess	VERB
cana-737	152	8	the	the	DET
cana-737	152	9	accuracy	accuracy	NOUN
cana-737	152	10	and	and	CCONJ
cana-737	152	11	scalability	scalability	NOUN
cana-737	152	12	of	of	ADP
cana-737	152	13	machine	machine	NOUN
cana-737	152	14	learning	learning	NOUN
cana-737	152	15	models	model	NOUN
cana-737	152	16	.	.	PUNCT
cana-737	153	1	𝑃𝐴𝐴𝑠𝑠𝑒𝑠𝑠𝑚𝑒𝑛𝑡	𝑃𝐴𝐴𝑠𝑠𝑒𝑠𝑠𝑚𝑒𝑛𝑡	ADJ
cana-737	153	2	=	=	SYM
cana-737	153	3	𝐴𝐶𝐶𝑎𝑣𝑔	𝐴𝐶𝐶𝑎𝑣𝑔	PROPN
cana-737	153	4	𝑇𝑖	𝑇𝑖	PROPN
cana-737	153	5	----------------------------------------------(18	----------------------------------------------(18	NOUN
cana-737	153	6	)	)	PUNCT
cana-737	153	7	where	where	SCONJ
cana-737	153	8	accavg	accavg	NOUN
cana-737	153	9	is	be	AUX
cana-737	153	10	the	the	DET
cana-737	153	11	average	average	ADJ
cana-737	153	12	accuracy	accuracy	NOUN
cana-737	153	13	and	and	CCONJ
cana-737	153	14	ti	ti	NOUN
cana-737	153	15	is	be	AUX
cana-737	153	16	the	the	DET
cana-737	153	17	total	total	ADJ
cana-737	153	18	inference	inference	NOUN
cana-737	153	19	time	time	NOUN
cana-737	153	20	.	.	PUNCT
cana-737	154	1	3	3	X
cana-737	154	2	.	.	NOUN
cana-737	154	3	results	result	NOUN
cana-737	154	4	and	and	CCONJ
cana-737	154	5	discussion	discussion	NOUN
cana-737	154	6	the	the	DET
cana-737	154	7	research	research	NOUN
cana-737	154	8	results	result	NOUN
cana-737	154	9	provide	provide	VERB
cana-737	154	10	a	a	DET
cana-737	154	11	detailed	detailed	ADJ
cana-737	154	12	analysis	analysis	NOUN
cana-737	154	13	of	of	ADP
cana-737	154	14	ethereum	ethereum	NOUN
cana-737	154	15	smart	smart	ADJ
cana-737	154	16	contract	contract	NOUN
cana-737	154	17	vulnerability	vulnerability	NOUN
cana-737	154	18	detection	detection	NOUN
cana-737	154	19	techniques	technique	NOUN
cana-737	154	20	.	.	PUNCT
cana-737	155	1	figure	figure	NOUN
cana-737	155	2	2	2	NUM
cana-737	155	3	introduces	introduce	NOUN
cana-737	155	4	four	four	NUM
cana-737	155	5	detection	detection	NOUN
cana-737	155	6	methods	method	NOUN
cana-737	155	7	with	with	ADP
cana-737	155	8	key	key	ADJ
cana-737	155	9	performance	performance	NOUN
cana-737	155	10	metrics	metric	NOUN
cana-737	155	11	such	such	ADJ
cana-737	155	12	as	as	ADP
cana-737	155	13	detection	detection	NOUN
cana-737	155	14	time	time	NOUN
cana-737	155	15	,	,	PUNCT
cana-737	155	16	true	true	ADJ
cana-737	155	17	positive	positive	ADJ
cana-737	155	18	rate	rate	NOUN
cana-737	155	19	,	,	PUNCT
cana-737	155	20	false	false	ADJ
cana-737	155	21	positive	positive	ADJ
cana-737	155	22	rate	rate	NOUN
cana-737	155	23	,	,	PUNCT
cana-737	155	24	and	and	CCONJ
cana-737	155	25	scalability	scalability	NOUN
cana-737	155	26	.	.	PUNCT
cana-737	156	1	communications	communication	NOUN
cana-737	156	2	on	on	ADP
cana-737	156	3	applied	apply	VERB
cana-737	156	4	nonlinear	nonlinear	ADJ
cana-737	156	5	analysis	analysis	NOUN
cana-737	156	6	issn	issn	NOUN
cana-737	156	7	:	:	PUNCT
cana-737	156	8	1074	1074	NUM
cana-737	156	9	-	-	PUNCT
cana-737	156	10	133x	133x	NUM
cana-737	156	11	vol	vol	NOUN
cana-737	156	12	31	31	NUM
cana-737	156	13	no	no	NOUN
cana-737	156	14	.	.	PUNCT
cana-737	157	1	3s	3s	NUM
cana-737	157	2	(	(	PUNCT
cana-737	157	3	2024	2024	NUM
cana-737	157	4	)	)	PUNCT
cana-737	157	5	135	135	NUM
cana-737	157	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-737	157	7	figure	figure	NOUN
cana-737	157	8	2	2	NUM
cana-737	157	9	(	(	PUNCT
cana-737	157	10	a	a	PRON
cana-737	157	11	)	)	PUNCT
cana-737	157	12	figure	figure	NOUN
cana-737	157	13	2	2	NUM
cana-737	157	14	(	(	PUNCT
cana-737	157	15	b	b	NOUN
cana-737	157	16	)	)	PUNCT
cana-737	157	17	figure	figure	NOUN
cana-737	157	18	2	2	NUM
cana-737	157	19	(	(	PUNCT
cana-737	157	20	c	c	NOUN
cana-737	157	21	)	)	PUNCT
cana-737	157	22	figure	figure	NOUN
cana-737	157	23	2	2	NUM
cana-737	157	24	:	:	PUNCT
cana-737	157	25	experimental	experimental	ADJ
cana-737	157	26	results	result	NOUN
cana-737	157	27	and	and	CCONJ
cana-737	157	28	performance	performance	NOUN
cana-737	157	29	evaluations	evaluation	NOUN
cana-737	157	30	figure	figure	VERB
cana-737	157	31	2(a	2(a	NUM
cana-737	157	32	)	)	PUNCT
cana-737	157	33	,	,	PUNCT
cana-737	157	34	2(b	2(b	NUM
cana-737	157	35	)	)	PUNCT
cana-737	157	36	and	and	CCONJ
cana-737	157	37	2(c	2(c	NUM
cana-737	157	38	)	)	PUNCT
cana-737	157	39	,	,	PUNCT
cana-737	157	40	presents	present	VERB
cana-737	157	41	a	a	DET
cana-737	157	42	comparative	comparative	ADJ
cana-737	157	43	analysis	analysis	NOUN
cana-737	157	44	of	of	ADP
cana-737	157	45	four	four	NUM
cana-737	157	46	techniques	technique	NOUN
cana-737	157	47	used	use	VERB
cana-737	157	48	for	for	ADP
cana-737	157	49	ethereum	ethereum	NOUN
cana-737	157	50	smart	smart	ADJ
cana-737	157	51	contract	contract	NOUN
cana-737	157	52	vulnerability	vulnerability	NOUN
cana-737	157	53	detection	detection	NOUN
cana-737	157	54	:	:	PUNCT
cana-737	158	1	static	static	ADJ
cana-737	158	2	analysis	analysis	NOUN
cana-737	158	3	,	,	PUNCT
cana-737	158	4	dynamic	dynamic	ADJ
cana-737	158	5	analysis	analysis	NOUN
cana-737	158	6	,	,	PUNCT
cana-737	158	7	symbolic	symbolic	ADJ
cana-737	158	8	execution	execution	NOUN
cana-737	158	9	,	,	PUNCT
cana-737	158	10	and	and	CCONJ
cana-737	158	11	machine	machine	NOUN
cana-737	158	12	learning	learning	NOUN
cana-737	158	13	.	.	PUNCT
cana-737	159	1	it	it	PRON
cana-737	159	2	consists	consist	VERB
cana-737	159	3	of	of	ADP
cana-737	159	4	the	the	DET
cana-737	159	5	average	average	ADJ
cana-737	159	6	time	time	NOUN
cana-737	159	7	each	each	DET
cana-737	159	8	technique	technique	NOUN
cana-737	159	9	needs	need	VERB
cana-737	159	10	to	to	PART
cana-737	159	11	detect	detect	VERB
cana-737	159	12	vulnerabilities	vulnerability	NOUN
cana-737	159	13	,	,	PUNCT
cana-737	159	14	true	true	ADJ
cana-737	159	15	positive	positive	ADJ
cana-737	159	16	rate	rate	NOUN
cana-737	159	17	indicating	indicate	VERB
cana-737	159	18	the	the	DET
cana-737	159	19	accuracy	accuracy	NOUN
cana-737	159	20	of	of	ADP
cana-737	159	21	the	the	DET
cana-737	159	22	finding	finding	NOUN
cana-737	159	23	,	,	PUNCT
cana-737	159	24	false	false	ADJ
cana-737	159	25	positive	positive	ADJ
cana-737	159	26	rate	rate	NOUN
cana-737	159	27	reflecting	reflect	VERB
cana-737	159	28	the	the	DET
cana-737	159	29	percentage	percentage	NOUN
cana-737	159	30	of	of	ADP
cana-737	159	31	nonvulnerable	nonvulnerable	ADJ
cana-737	159	32	contracts	contract	NOUN
cana-737	159	33	that	that	PRON
cana-737	159	34	are	be	AUX
cana-737	159	35	incorrectly	incorrectly	ADV
cana-737	159	36	identified	identify	VERB
cana-737	159	37	as	as	ADP
cana-737	159	38	vulnerable	vulnerable	ADJ
cana-737	159	39	,	,	PUNCT
cana-737	159	40	and	and	CCONJ
cana-737	159	41	scalability	scalability	NOUN
cana-737	159	42	in	in	ADP
cana-737	159	43	terms	term	NOUN
cana-737	159	44	of	of	ADP
cana-737	159	45	the	the	DET
cana-737	159	46	number	number	NOUN
cana-737	159	47	of	of	ADP
cana-737	159	48	contracts	contract	NOUN
cana-737	159	49	per	per	ADP
cana-737	159	50	hour	hour	NOUN
cana-737	159	51	.	.	PUNCT
cana-737	160	1	static	static	ADJ
cana-737	160	2	analysis	analysis	NOUN
cana-737	160	3	shows	show	VERB
cana-737	160	4	the	the	DET
cana-737	160	5	fastest	fast	ADJ
cana-737	160	6	detection	detection	NOUN
cana-737	160	7	time	time	NOUN
cana-737	160	8	(	(	PUNCT
cana-737	160	9	1.5	1.5	NUM
cana-737	160	10	hours	hour	NOUN
cana-737	160	11	)	)	PUNCT
cana-737	160	12	and	and	CCONJ
cana-737	160	13	the	the	DET
cana-737	160	14	highest	high	ADJ
cana-737	160	15	true	true	ADJ
cana-737	160	16	positive	positive	ADJ
cana-737	160	17	rate	rate	NOUN
cana-737	160	18	(	(	PUNCT
cana-737	160	19	95	95	NUM
cana-737	160	20	%	%	NOUN
cana-737	160	21	)	)	PUNCT
cana-737	160	22	,	,	PUNCT
cana-737	160	23	while	while	SCONJ
cana-737	160	24	machine	machine	NOUN
cana-737	160	25	learning	learning	NOUN
cana-737	160	26	has	have	VERB
cana-737	160	27	the	the	DET
cana-737	160	28	greatest	great	ADJ
cana-737	160	29	scalability	scalability	NOUN
cana-737	160	30	(	(	PUNCT
cana-737	160	31	350	350	NUM
cana-737	160	32	contracts	contract	NOUN
cana-737	160	33	/	/	SYM
cana-737	160	34	hour	hour	NOUN
cana-737	160	35	)	)	PUNCT
cana-737	160	36	.	.	PUNCT
cana-737	161	1	nonetheless	nonetheless	ADV
cana-737	161	2	,	,	PUNCT
cana-737	161	3	the	the	DET
cana-737	161	4	symbolic	symbolic	ADJ
cana-737	161	5	execution	execution	NOUN
cana-737	161	6	has	have	VERB
cana-737	161	7	the	the	DET
cana-737	161	8	lowest	low	ADJ
cana-737	161	9	false	false	ADJ
cana-737	161	10	positive	positive	ADJ
cana-737	161	11	rate	rate	NOUN
cana-737	161	12	(	(	PUNCT
cana-737	161	13	3	3	NUM
cana-737	161	14	%	%	NOUN
cana-737	161	15	)	)	PUNCT
cana-737	161	16	.	.	PUNCT
cana-737	162	1	the	the	DET
cana-737	162	2	metrics	metric	NOUN
cana-737	162	3	results	result	NOUN
cana-737	162	4	give	give	VERB
cana-737	162	5	the	the	DET
cana-737	162	6	efficiency	efficiency	NOUN
cana-737	162	7	and	and	CCONJ
cana-737	162	8	accuracy	accuracy	NOUN
cana-737	162	9	of	of	ADP
cana-737	162	10	each	each	DET
cana-737	162	11	approach	approach	NOUN
cana-737	162	12	being	be	AUX
cana-737	162	13	used	use	VERB
cana-737	162	14	in	in	ADP
cana-737	162	15	the	the	DET
cana-737	162	16	process	process	NOUN
cana-737	162	17	of	of	ADP
cana-737	162	18	identifying	identify	VERB
cana-737	162	19	vulnerabilities	vulnerability	NOUN
cana-737	162	20	in	in	ADP
cana-737	162	21	ethereum	ethereum	NOUN
cana-737	162	22	smart	smart	ADJ
cana-737	162	23	contracts	contract	NOUN
cana-737	162	24	.	.	PUNCT
cana-737	163	1	as	as	SCONJ
cana-737	163	2	shown	show	VERB
cana-737	163	3	in	in	ADP
cana-737	163	4	figure	figure	NOUN
cana-737	163	5	2(a	2(a	NUM
cana-737	163	6	)	)	PUNCT
cana-737	163	7	,	,	PUNCT
cana-737	163	8	the	the	DET
cana-737	163	9	average	average	ADJ
cana-737	163	10	detection	detection	NOUN
cana-737	163	11	time	time	NOUN
cana-737	163	12	in	in	ADP
cana-737	163	13	hours	hour	NOUN
cana-737	163	14	for	for	ADP
cana-737	163	15	different	different	ADJ
cana-737	163	16	techniques	technique	NOUN
cana-737	163	17	used	use	VERB
cana-737	163	18	in	in	ADP
cana-737	163	19	ethereum	ethereum	NOUN
cana-737	163	20	smart	smart	ADJ
cana-737	163	21	contract	contract	NOUN
cana-737	163	22	vulnerability	vulnerability	NOUN
cana-737	163	23	detection	detection	NOUN
cana-737	163	24	is	be	AUX
cana-737	163	25	shown	show	VERB
cana-737	163	26	.	.	PUNCT
cana-737	164	1	the	the	DET
cana-737	164	2	lowest	low	ADJ
cana-737	164	3	average	average	ADJ
cana-737	164	4	detection	detection	NOUN
cana-737	164	5	time	time	NOUN
cana-737	164	6	of	of	ADP
cana-737	164	7	1.5	1.5	NUM
cana-737	164	8	hours	hour	NOUN
cana-737	164	9	belongs	belong	VERB
cana-737	164	10	to	to	ADP
cana-737	164	11	the	the	DET
cana-737	164	12	static	static	ADJ
cana-737	164	13	analysis	analysis	NOUN
cana-737	164	14	method	method	NOUN
cana-737	164	15	,	,	PUNCT
cana-737	164	16	and	and	CCONJ
cana-737	164	17	then	then	ADV
cana-737	164	18	machine	machine	NOUN
cana-737	164	19	learning	learning	NOUN
cana-737	164	20	follows	follow	VERB
cana-737	164	21	with	with	ADP
cana-737	164	22	a	a	DET
cana-737	164	23	detection	detection	NOUN
cana-737	164	24	time	time	NOUN
cana-737	164	25	of	of	ADP
cana-737	164	26	1.8	1.8	NUM
cana-737	164	27	hours	hour	NOUN
cana-737	164	28	.	.	PUNCT
cana-737	165	1	the	the	DET
cana-737	165	2	dynamic	dynamic	ADJ
cana-737	165	3	analysis	analysis	NOUN
cana-737	165	4	has	have	VERB
cana-737	165	5	an	an	DET
cana-737	165	6	average	average	ADJ
cana-737	165	7	time	time	NOUN
cana-737	165	8	of	of	ADP
cana-737	165	9	2	2	NUM
cana-737	165	10	hours	hour	NOUN
cana-737	165	11	for	for	ADP
cana-737	165	12	detection	detection	NOUN
cana-737	165	13	,	,	PUNCT
cana-737	165	14	while	while	SCONJ
cana-737	165	15	the	the	DET
cana-737	165	16	symbolic	symbolic	ADJ
cana-737	165	17	execution	execution	NOUN
cana-737	165	18	has	have	VERB
cana-737	165	19	the	the	DET
cana-737	165	20	highest	high	ADJ
cana-737	165	21	average	average	ADJ
cana-737	165	22	detection	detection	NOUN
cana-737	165	23	time	time	NOUN
cana-737	165	24	of	of	ADP
cana-737	165	25	3	3	NUM
cana-737	165	26	hours	hour	NOUN
cana-737	165	27	.	.	PUNCT
cana-737	166	1	this	this	DET
cana-737	166	2	figure	figure	NOUN
cana-737	166	3	is	be	AUX
cana-737	166	4	crucial	crucial	ADJ
cana-737	166	5	because	because	SCONJ
cana-737	166	6	it	it	PRON
cana-737	166	7	gives	give	VERB
cana-737	166	8	the	the	DET
cana-737	166	9	researchers	researcher	NOUN
cana-737	166	10	and	and	CCONJ
cana-737	166	11	practitioners	practitioner	VERB
cana-737	166	12	the	the	DET
cana-737	166	13	information	information	NOUN
cana-737	166	14	they	they	PRON
cana-737	166	15	need	need	VERB
cana-737	166	16	about	about	ADP
cana-737	166	17	the	the	DET
cana-737	166	18	time	time	NOUN
cana-737	166	19	efficiency	efficiency	NOUN
cana-737	166	20	of	of	ADP
cana-737	166	21	each	each	DET
cana-737	166	22	method	method	NOUN
cana-737	166	23	so	so	SCONJ
cana-737	166	24	that	that	SCONJ
cana-737	166	25	they	they	PRON
cana-737	166	26	can	can	AUX
cana-737	166	27	decide	decide	VERB
cana-737	166	28	on	on	ADP
cana-737	166	29	which	which	DET
cana-737	166	30	approach	approach	NOUN
cana-737	166	31	to	to	PART
cana-737	166	32	apply	apply	VERB
cana-737	166	33	based	base	VERB
cana-737	166	34	on	on	ADP
cana-737	166	35	their	their	PRON
cana-737	166	36	specific	specific	ADJ
cana-737	166	37	requirements	requirement	NOUN
cana-737	166	38	and	and	CCONJ
cana-737	166	39	communications	communication	NOUN
cana-737	166	40	on	on	ADP
cana-737	166	41	applied	apply	VERB
cana-737	166	42	nonlinear	nonlinear	ADJ
cana-737	166	43	analysis	analysis	NOUN
cana-737	166	44	issn	issn	NOUN
cana-737	166	45	:	:	PUNCT
cana-737	166	46	1074	1074	NUM
cana-737	166	47	-	-	PUNCT
cana-737	166	48	133x	133x	NUM
cana-737	166	49	vol	vol	NOUN
cana-737	166	50	31	31	NUM
cana-737	166	51	no	no	NOUN
cana-737	166	52	.	.	PUNCT
cana-737	167	1	3s	3s	NUM
cana-737	167	2	(	(	PUNCT
cana-737	167	3	2024	2024	NUM
cana-737	167	4	)	)	PUNCT
cana-737	167	5	136	136	NUM
cana-737	167	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-737	167	7	limitations	limitation	NOUN
cana-737	167	8	.	.	PUNCT
cana-737	168	1	figure	figure	VERB
cana-737	168	2	2(b	2(b	NUM
cana-737	168	3	)	)	PUNCT
cana-737	169	1	highlights	highlight	NOUN
cana-737	169	2	the	the	DET
cana-737	169	3	true	true	ADJ
cana-737	169	4	positive	positive	ADJ
cana-737	169	5	rate	rate	NOUN
cana-737	169	6	and	and	CCONJ
cana-737	169	7	the	the	DET
cana-737	169	8	false	false	ADJ
cana-737	169	9	positive	positive	ADJ
cana-737	169	10	rate	rate	NOUN
cana-737	169	11	for	for	ADP
cana-737	169	12	different	different	ADJ
cana-737	169	13	techniques	technique	NOUN
cana-737	169	14	deployed	deploy	VERB
cana-737	169	15	in	in	ADP
cana-737	169	16	ethereum	ethereum	NOUN
cana-737	169	17	smart	smart	ADJ
cana-737	169	18	contract	contract	NOUN
cana-737	169	19	vulnerability	vulnerability	NOUN
cana-737	169	20	detection	detection	NOUN
cana-737	169	21	.	.	PUNCT
cana-737	170	1	true	true	ADJ
cana-737	170	2	positive	positive	ADJ
cana-737	170	3	rate	rate	NOUN
cana-737	170	4	reflects	reflect	VERB
cana-737	170	5	the	the	DET
cana-737	170	6	portion	portion	NOUN
cana-737	170	7	of	of	ADP
cana-737	170	8	correctly	correctly	ADV
cana-737	170	9	identified	identify	VERB
cana-737	170	10	vulnerabilities	vulnerability	NOUN
cana-737	170	11	,	,	PUNCT
cana-737	170	12	whereas	whereas	SCONJ
cana-737	170	13	false	false	ADJ
cana-737	170	14	positive	positive	ADJ
cana-737	170	15	rate	rate	NOUN
cana-737	170	16	shows	show	VERB
cana-737	170	17	the	the	DET
cana-737	170	18	number	number	NOUN
cana-737	170	19	of	of	ADP
cana-737	170	20	false	false	ADJ
cana-737	170	21	alarms	alarm	NOUN
cana-737	170	22	or	or	CCONJ
cana-737	170	23	incorrectly	incorrectly	ADV
cana-737	170	24	flagged	flag	VERB
cana-737	170	25	vulnerabilities	vulnerability	NOUN
cana-737	170	26	.	.	PUNCT
cana-737	171	1	the	the	DET
cana-737	171	2	static	static	ADJ
cana-737	171	3	analysis	analysis	NOUN
cana-737	171	4	demonstrates	demonstrate	VERB
cana-737	171	5	the	the	DET
cana-737	171	6	highest	high	ADJ
cana-737	171	7	true	true	ADJ
cana-737	171	8	positive	positive	ADJ
cana-737	171	9	rate	rate	NOUN
cana-737	171	10	of	of	ADP
cana-737	171	11	95	95	NUM
cana-737	171	12	%	%	NOUN
cana-737	171	13	and	and	CCONJ
cana-737	171	14	the	the	DET
cana-737	171	15	lowest	low	ADJ
cana-737	171	16	false	false	ADJ
cana-737	171	17	positive	positive	ADJ
cana-737	171	18	rate	rate	NOUN
cana-737	171	19	of	of	ADP
cana-737	171	20	5	5	NUM
cana-737	171	21	%	%	NOUN
cana-737	171	22	.	.	PUNCT
cana-737	172	1	dynamic	dynamic	ADJ
cana-737	172	2	analysis	analysis	NOUN
cana-737	172	3	has	have	VERB
cana-737	172	4	a	a	DET
cana-737	172	5	true	true	ADJ
cana-737	172	6	positive	positive	ADJ
cana-737	172	7	rate	rate	NOUN
cana-737	172	8	of	of	ADP
cana-737	172	9	90	90	NUM
cana-737	172	10	%	%	NOUN
cana-737	172	11	and	and	CCONJ
cana-737	172	12	a	a	DET
cana-737	172	13	slightly	slightly	ADV
cana-737	172	14	higher	high	ADJ
cana-737	172	15	false	false	ADJ
cana-737	172	16	positive	positive	ADJ
cana-737	172	17	rate	rate	NOUN
cana-737	172	18	of	of	ADP
cana-737	172	19	8	8	NUM
cana-737	172	20	%	%	NOUN
cana-737	172	21	in	in	ADP
cana-737	172	22	comparison	comparison	NOUN
cana-737	172	23	to	to	ADP
cana-737	172	24	regular	regular	ADJ
cana-737	172	25	analysis	analysis	NOUN
cana-737	172	26	.	.	PUNCT
cana-737	173	1	symbolic	symbolic	ADJ
cana-737	173	2	execution	execution	NOUN
cana-737	173	3	shows	show	VERB
cana-737	173	4	a	a	DET
cana-737	173	5	true	true	ADJ
cana-737	173	6	positive	positive	ADJ
cana-737	173	7	rate	rate	NOUN
cana-737	173	8	of	of	ADP
cana-737	173	9	85	85	NUM
cana-737	173	10	%	%	NOUN
cana-737	173	11	and	and	CCONJ
cana-737	173	12	a	a	DET
cana-737	173	13	very	very	ADV
cana-737	173	14	low	low	ADJ
cana-737	173	15	rate	rate	NOUN
cana-737	173	16	of	of	ADP
cana-737	173	17	false	false	ADJ
cana-737	173	18	positives	positive	NOUN
cana-737	173	19	which	which	PRON
cana-737	173	20	is	be	AUX
cana-737	173	21	3	3	NUM
cana-737	173	22	%	%	NOUN
cana-737	173	23	.	.	PUNCT
cana-737	174	1	by	by	ADP
cana-737	174	2	using	use	VERB
cana-737	174	3	machine	machine	NOUN
cana-737	174	4	learning	learning	NOUN
cana-737	174	5	,	,	PUNCT
cana-737	174	6	the	the	DET
cana-737	174	7	true	true	ADJ
cana-737	174	8	positive	positive	ADJ
cana-737	174	9	rate	rate	NOUN
cana-737	174	10	reaches	reach	VERB
cana-737	174	11	92	92	NUM
cana-737	174	12	%	%	NOUN
cana-737	174	13	with	with	ADP
cana-737	174	14	false	false	ADJ
cana-737	174	15	positive	positive	ADJ
cana-737	174	16	rate	rate	NOUN
cana-737	174	17	of	of	ADP
cana-737	174	18	6	6	NUM
cana-737	174	19	%	%	NOUN
cana-737	174	20	.	.	PUNCT
cana-737	175	1	this	this	DET
cana-737	175	2	figure	figure	NOUN
cana-737	175	3	tells	tell	VERB
cana-737	175	4	us	we	PRON
cana-737	175	5	about	about	ADP
cana-737	175	6	the	the	DET
cana-737	175	7	effectiveness	effectiveness	NOUN
cana-737	175	8	and	and	CCONJ
cana-737	175	9	accuracy	accuracy	NOUN
cana-737	175	10	of	of	ADP
cana-737	175	11	all	all	DET
cana-737	175	12	the	the	DET
cana-737	175	13	techniques	technique	NOUN
cana-737	175	14	in	in	ADP
cana-737	175	15	locating	locate	VERB
cana-737	175	16	the	the	DET
cana-737	175	17	vulnerabilities	vulnerability	NOUN
cana-737	175	18	in	in	ADP
cana-737	175	19	ethereum	ethereum	ADJ
cana-737	175	20	smart	smart	ADJ
cana-737	175	21	contracts	contract	NOUN
cana-737	175	22	.	.	PUNCT
cana-737	176	1	the	the	DET
cana-737	176	2	scalability	scalability	NOUN
cana-737	176	3	of	of	ADP
cana-737	176	4	various	various	ADJ
cana-737	176	5	techniques	technique	NOUN
cana-737	176	6	of	of	ADP
cana-737	176	7	ethereum	ethereum	NOUN
cana-737	176	8	smart	smart	ADJ
cana-737	176	9	contract	contract	NOUN
cana-737	176	10	vulnerability	vulnerability	NOUN
cana-737	176	11	detection	detection	NOUN
cana-737	176	12	is	be	AUX
cana-737	176	13	presented	present	VERB
cana-737	176	14	in	in	ADP
cana-737	176	15	figure	figure	NOUN
cana-737	176	16	2(c	2(c	NUM
cana-737	176	17	)	)	PUNCT
cana-737	176	18	,	,	PUNCT
cana-737	176	19	which	which	PRON
cana-737	176	20	shows	show	VERB
cana-737	176	21	contracts	contract	NOUN
cana-737	176	22	per	per	ADP
cana-737	176	23	hour	hour	NOUN
cana-737	176	24	(	(	PUNCT
cana-737	176	25	cph	cph	NOUN
cana-737	176	26	)	)	PUNCT
cana-737	176	27	.	.	PUNCT
cana-737	177	1	scalability	scalability	NOUN
cana-737	177	2	addresses	address	VERB
cana-737	177	3	the	the	DET
cana-737	177	4	performance	performance	NOUN
cana-737	177	5	of	of	ADP
cana-737	177	6	each	each	DET
cana-737	177	7	method	method	NOUN
cana-737	177	8	by	by	ADP
cana-737	177	9	the	the	DET
cana-737	177	10	number	number	NOUN
cana-737	177	11	of	of	ADP
cana-737	177	12	smart	smart	ADJ
cana-737	177	13	contracts	contract	NOUN
cana-737	177	14	it	it	PRON
cana-737	177	15	can	can	AUX
cana-737	177	16	handle	handle	VERB
cana-737	177	17	within	within	ADP
cana-737	177	18	a	a	DET
cana-737	177	19	given	give	VERB
cana-737	177	20	period	period	NOUN
cana-737	177	21	.	.	PUNCT
cana-737	178	1	static	static	ADJ
cana-737	178	2	analysis	analysis	NOUN
cana-737	178	3	performs	perform	VERB
cana-737	178	4	at	at	ADP
cana-737	178	5	300	300	NUM
cana-737	178	6	contracts	contract	NOUN
cana-737	178	7	per	per	ADP
cana-737	178	8	hour	hour	NOUN
cana-737	178	9	,	,	PUNCT
cana-737	178	10	which	which	PRON
cana-737	178	11	shows	show	VERB
cana-737	178	12	that	that	SCONJ
cana-737	178	13	it	it	PRON
cana-737	178	14	can	can	AUX
cana-737	178	15	be	be	AUX
cana-737	178	16	scaled	scale	VERB
cana-737	178	17	to	to	PART
cana-737	178	18	analyse	analyse	VERB
cana-737	178	19	a	a	DET
cana-737	178	20	vast	vast	ADJ
cana-737	178	21	number	number	NOUN
cana-737	178	22	of	of	ADP
cana-737	178	23	contracts	contract	NOUN
cana-737	178	24	in	in	ADP
cana-737	178	25	a	a	DET
cana-737	178	26	small	small	ADJ
cana-737	178	27	period	period	NOUN
cana-737	178	28	.	.	PUNCT
cana-737	179	1	the	the	DET
cana-737	179	2	dynamic	dynamic	ADJ
cana-737	179	3	analysis	analysis	NOUN
cana-737	179	4	has	have	VERB
cana-737	179	5	a	a	DET
cana-737	179	6	scalability	scalability	NOUN
cana-737	179	7	of	of	ADP
cana-737	179	8	250	250	NUM
cana-737	179	9	contracts	contract	NOUN
cana-737	179	10	per	per	ADP
cana-737	179	11	hour	hour	NOUN
cana-737	179	12	,	,	PUNCT
cana-737	179	13	which	which	PRON
cana-737	179	14	is	be	AUX
cana-737	179	15	only	only	ADV
cana-737	179	16	somewhat	somewhat	ADV
cana-737	179	17	lower	low	ADJ
cana-737	179	18	than	than	ADP
cana-737	179	19	the	the	DET
cana-737	179	20	static	static	ADJ
cana-737	179	21	analysis	analysis	NOUN
cana-737	179	22	.	.	PUNCT
cana-737	180	1	symbolic	symbolic	ADJ
cana-737	180	2	execution	execution	NOUN
cana-737	180	3	shows	show	VERB
cana-737	180	4	the	the	DET
cana-737	180	5	scalability	scalability	NOUN
cana-737	180	6	of	of	ADP
cana-737	180	7	200	200	NUM
cana-737	180	8	contracts	contract	NOUN
cana-737	180	9	per	per	ADP
cana-737	180	10	hour	hour	NOUN
cana-737	180	11	,	,	PUNCT
cana-737	180	12	which	which	PRON
cana-737	180	13	is	be	AUX
cana-737	180	14	lower	low	ADJ
cana-737	180	15	than	than	ADP
cana-737	180	16	the	the	DET
cana-737	180	17	average	average	ADJ
cana-737	180	18	scale	scale	NOUN
cana-737	180	19	in	in	ADP
cana-737	180	20	smart	smart	ADJ
cana-737	180	21	contract	contract	NOUN
cana-737	180	22	analysis	analysis	NOUN
cana-737	180	23	.	.	PUNCT
cana-737	181	1	machine	machine	NOUN
cana-737	181	2	learning	learning	NOUN
cana-737	181	3	is	be	AUX
cana-737	181	4	the	the	DET
cana-737	181	5	most	most	ADV
cana-737	181	6	scalable	scalable	ADJ
cana-737	181	7	technique	technique	NOUN
cana-737	181	8	among	among	ADP
cana-737	181	9	all	all	PRON
cana-737	181	10	of	of	ADP
cana-737	181	11	them	they	PRON
cana-737	181	12	with	with	ADP
cana-737	181	13	a	a	DET
cana-737	181	14	speed	speed	NOUN
cana-737	181	15	of	of	ADP
cana-737	181	16	350	350	NUM
cana-737	181	17	contracts	contract	NOUN
cana-737	181	18	per	per	ADP
cana-737	181	19	hour	hour	NOUN
cana-737	181	20	,	,	PUNCT
cana-737	181	21	which	which	PRON
cana-737	181	22	demonstrates	demonstrate	VERB
cana-737	181	23	that	that	SCONJ
cana-737	181	24	it	it	PRON
cana-737	181	25	is	be	AUX
cana-737	181	26	much	much	ADV
cana-737	181	27	faster	fast	ADJ
cana-737	181	28	than	than	ADP
cana-737	181	29	other	other	ADJ
cana-737	181	30	methods	method	NOUN
cana-737	181	31	.	.	PUNCT
cana-737	182	1	the	the	DET
cana-737	182	2	given	give	VERB
cana-737	182	3	figure	figure	NOUN
cana-737	182	4	delivers	deliver	VERB
cana-737	182	5	basics	basic	NOUN
cana-737	182	6	about	about	ADP
cana-737	182	7	the	the	DET
cana-737	182	8	efficiency	efficiency	NOUN
cana-737	182	9	and	and	CCONJ
cana-737	182	10	processing	processing	NOUN
cana-737	182	11	capability	capability	NOUN
cana-737	182	12	of	of	ADP
cana-737	182	13	each	each	DET
cana-737	182	14	technique	technique	NOUN
cana-737	182	15	,	,	PUNCT
cana-737	182	16	which	which	PRON
cana-737	182	17	must	must	AUX
cana-737	182	18	be	be	AUX
cana-737	182	19	considered	consider	VERB
cana-737	182	20	while	while	SCONJ
cana-737	182	21	doing	do	VERB
cana-737	182	22	large	large	ADJ
cana-737	182	23	-	-	PUNCT
cana-737	182	24	scale	scale	NOUN
cana-737	182	25	smart	smart	ADJ
cana-737	182	26	contract	contract	NOUN
cana-737	182	27	security	security	NOUN
cana-737	182	28	analysis	analysis	NOUN
cana-737	182	29	.	.	PUNCT
cana-737	183	1	table	table	NOUN
cana-737	183	2	1	1	NUM
cana-737	183	3	:	:	PUNCT
cana-737	183	4	comparative	comparative	ADJ
cana-737	183	5	analysis	analysis	NOUN
cana-737	183	6	of	of	ADP
cana-737	183	7	vulnerability	vulnerability	NOUN
cana-737	183	8	types	type	NOUN
cana-737	183	9	vulnerability	vulnerability	NOUN
cana-737	183	10	type	type	NOUN
cana-737	183	11	description	description	NOUN
cana-737	183	12	frequency	frequency	NOUN
cana-737	183	13	(	(	PUNCT
cana-737	183	14	in	in	ADP
cana-737	183	15	%	%	NOUN
cana-737	183	16	of	of	ADP
cana-737	183	17	contracts	contract	NOUN
cana-737	183	18	)	)	PUNCT
cana-737	183	19	reentrancy	reentrancy	NOUN
cana-737	183	20	external	external	ADJ
cana-737	183	21	calls	call	NOUN
cana-737	183	22	modify	modify	VERB
cana-737	183	23	state	state	NOUN
cana-737	183	24	before	before	SCONJ
cana-737	183	25	the	the	DET
cana-737	183	26	current	current	ADJ
cana-737	183	27	call	call	NOUN
cana-737	183	28	completes	complete	VERB
cana-737	183	29	35	35	NUM
cana-737	183	30	%	%	NOUN
cana-737	183	31	integer	integer	NOUN
cana-737	183	32	overflow	overflow	NOUN
cana-737	183	33	/	/	SYM
cana-737	183	34	underflow	underflow	PROPN
cana-737	183	35	arithmetic	arithmetic	ADJ
cana-737	183	36	operations	operation	NOUN
cana-737	183	37	resulting	result	VERB
cana-737	183	38	in	in	ADP
cana-737	183	39	overflow	overflow	NOUN
cana-737	183	40	or	or	CCONJ
cana-737	183	41	underflow	underflow	VERB
cana-737	183	42	20	20	NUM
cana-737	183	43	%	%	NOUN
cana-737	183	44	unauthorized	unauthorized	ADJ
cana-737	183	45	access	access	NOUN
cana-737	183	46	lack	lack	NOUN
cana-737	183	47	of	of	ADP
cana-737	183	48	access	access	NOUN
cana-737	183	49	control	control	NOUN
cana-737	183	50	leads	lead	VERB
cana-737	183	51	to	to	ADP
cana-737	183	52	unauthorized	unauthorized	ADJ
cana-737	183	53	actions	action	NOUN
cana-737	183	54	15	15	NUM
cana-737	183	55	%	%	NOUN
cana-737	183	56	logic	logic	NOUN
cana-737	183	57	flaws	flaw	NOUN
cana-737	183	58	errors	error	NOUN
cana-737	183	59	in	in	ADP
cana-737	183	60	contract	contract	NOUN
cana-737	183	61	logic	logic	NOUN
cana-737	183	62	leading	lead	VERB
cana-737	183	63	to	to	ADP
cana-737	183	64	unintended	unintended	ADJ
cana-737	183	65	behaviour	behaviour	NOUN
cana-737	183	66	25	25	NUM
cana-737	183	67	%	%	NOUN
cana-737	183	68	denial	denial	NOUN
cana-737	183	69	of	of	ADP
cana-737	183	70	service	service	NOUN
cana-737	183	71	(	(	PUNCT
cana-737	183	72	dos	do	NOUN
cana-737	183	73	)	)	PUNCT
cana-737	183	74	exploitable	exploitable	VERB
cana-737	183	75	conditions	condition	NOUN
cana-737	183	76	causing	cause	VERB
cana-737	183	77	contract	contract	NOUN
cana-737	183	78	unavailability	unavailability	NOUN
cana-737	183	79	5	5	NUM
cana-737	183	80	%	%	NOUN
cana-737	183	81	table	table	NOUN
cana-737	183	82	1	1	NUM
cana-737	183	83	serves	serve	VERB
cana-737	183	84	as	as	ADP
cana-737	183	85	the	the	DET
cana-737	183	86	basis	basis	NOUN
cana-737	183	87	for	for	ADP
cana-737	183	88	comparing	compare	VERB
cana-737	183	89	different	different	ADJ
cana-737	183	90	types	type	NOUN
cana-737	183	91	of	of	ADP
cana-737	183	92	vulnerabilities	vulnerability	NOUN
cana-737	183	93	found	find	VERB
cana-737	183	94	in	in	ADP
cana-737	183	95	ethereum	ethereum	NOUN
cana-737	183	96	smart	smart	ADJ
cana-737	183	97	contracts	contract	NOUN
cana-737	183	98	.	.	PUNCT
cana-737	184	1	it	it	PRON
cana-737	184	2	is	be	AUX
cana-737	184	3	placed	place	VERB
cana-737	184	4	under	under	ADP
cana-737	184	5	the	the	DET
cana-737	184	6	vulnerability	vulnerability	NOUN
cana-737	184	7	category	category	NOUN
cana-737	184	8	based	base	VERB
cana-737	184	9	on	on	ADP
cana-737	184	10	the	the	DET
cana-737	184	11	description	description	NOUN
cana-737	184	12	as	as	ADV
cana-737	184	13	well	well	ADV
cana-737	184	14	as	as	ADP
cana-737	184	15	the	the	DET
cana-737	184	16	frequency	frequency	NOUN
cana-737	184	17	of	of	ADP
cana-737	184	18	occurrence	occurrence	NOUN
cana-737	184	19	in	in	ADP
cana-737	184	20	contracts	contract	NOUN
cana-737	184	21	.	.	PUNCT
cana-737	185	1	the	the	DET
cana-737	185	2	most	most	ADV
cana-737	185	3	common	common	ADJ
cana-737	185	4	type	type	NOUN
cana-737	185	5	of	of	ADP
cana-737	185	6	vulnerability	vulnerability	NOUN
cana-737	185	7	,	,	PUNCT
cana-737	185	8	reentrancy	reentrancy	NOUN
cana-737	185	9	which	which	PRON
cana-737	185	10	occurs	occur	VERB
cana-737	185	11	when	when	SCONJ
cana-737	185	12	some	some	DET
cana-737	185	13	external	external	ADJ
cana-737	185	14	call	call	NOUN
cana-737	185	15	modifies	modify	VERB
cana-737	185	16	the	the	DET
cana-737	185	17	state	state	NOUN
cana-737	185	18	before	before	SCONJ
cana-737	185	19	the	the	DET
cana-737	185	20	current	current	ADJ
cana-737	185	21	call	call	NOUN
cana-737	185	22	is	be	AUX
cana-737	185	23	completed	complete	VERB
cana-737	185	24	,	,	PUNCT
cana-737	185	25	appears	appear	VERB
cana-737	185	26	in	in	ADP
cana-737	185	27	35	35	NUM
cana-737	185	28	%	%	NOUN
cana-737	185	29	of	of	ADP
cana-737	185	30	the	the	DET
cana-737	185	31	contracts	contract	NOUN
cana-737	185	32	.	.	PUNCT
cana-737	186	1	20	20	NUM
cana-737	186	2	%	%	NOUN
cana-737	186	3	of	of	ADP
cana-737	186	4	integer	integer	NOUN
cana-737	186	5	overflow	overflow	NOUN
cana-737	186	6	/	/	SYM
cana-737	186	7	underflow	underflow	NOUN
cana-737	186	8	is	be	AUX
cana-737	186	9	influenced	influence	VERB
cana-737	186	10	by	by	ADP
cana-737	186	11	arithmetic	arithmetic	ADJ
cana-737	186	12	operations	operation	NOUN
cana-737	186	13	.	.	PUNCT
cana-737	187	1	the	the	DET
cana-737	187	2	analysis	analysis	NOUN
cana-737	187	3	also	also	ADV
cana-737	187	4	identifies	identify	VERB
cana-737	187	5	unauthorized	unauthorized	ADJ
cana-737	187	6	access	access	NOUN
cana-737	187	7	,	,	PUNCT
cana-737	187	8	logic	logic	NOUN
cana-737	187	9	flaws	flaw	NOUN
cana-737	187	10	,	,	PUNCT
cana-737	187	11	and	and	CCONJ
cana-737	187	12	dos	do	VERB
cana-737	187	13	vulnerabilities	vulnerability	NOUN
cana-737	187	14	with	with	ADP
cana-737	187	15	frequencies	frequency	NOUN
cana-737	187	16	communications	communication	NOUN
cana-737	187	17	on	on	ADP
cana-737	187	18	applied	apply	VERB
cana-737	187	19	nonlinear	nonlinear	ADJ
cana-737	187	20	analysis	analysis	NOUN
cana-737	187	21	issn	issn	NOUN
cana-737	187	22	:	:	PUNCT
cana-737	187	23	1074	1074	NUM
cana-737	187	24	-	-	PUNCT
cana-737	187	25	133x	133x	NUM
cana-737	187	26	vol	vol	NOUN
cana-737	187	27	31	31	NUM
cana-737	187	28	no	no	NOUN
cana-737	187	29	.	.	PUNCT
cana-737	188	1	3s	3s	NUM
cana-737	188	2	(	(	PUNCT
cana-737	188	3	2024	2024	NUM
cana-737	188	4	)	)	PUNCT
cana-737	188	5	137	137	NUM
cana-737	188	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-737	188	7	of	of	ADP
cana-737	188	8	15	15	NUM
cana-737	188	9	%	%	NOUN
cana-737	188	10	,	,	PUNCT
cana-737	188	11	25	25	NUM
cana-737	188	12	%	%	NOUN
cana-737	188	13	,	,	PUNCT
cana-737	188	14	and	and	CCONJ
cana-737	188	15	5	5	NUM
cana-737	188	16	%	%	NOUN
cana-737	188	17	.	.	PUNCT
cana-737	189	1	this	this	DET
cana-737	189	2	deconstruction	deconstruction	NOUN
cana-737	189	3	helps	help	VERB
cana-737	189	4	to	to	PART
cana-737	189	5	see	see	VERB
cana-737	189	6	how	how	SCONJ
cana-737	189	7	exposures	exposure	NOUN
cana-737	189	8	in	in	ADP
cana-737	189	9	ethereum	ethereum	NOUN
cana-737	189	10	smart	smart	ADJ
cana-737	189	11	contracts	contract	NOUN
cana-737	189	12	are	be	AUX
cana-737	189	13	distributed	distribute	VERB
cana-737	189	14	and	and	CCONJ
cana-737	189	15	natural	natural	ADJ
cana-737	189	16	,	,	PUNCT
cana-737	189	17	so	so	SCONJ
cana-737	189	18	the	the	DET
cana-737	189	19	implementation	implementation	NOUN
cana-737	189	20	of	of	ADP
cana-737	189	21	appropriate	appropriate	ADJ
cana-737	189	22	security	security	NOUN
cana-737	189	23	measures	measure	NOUN
cana-737	189	24	and	and	CCONJ
cana-737	189	25	mitigation	mitigation	NOUN
cana-737	189	26	strategies	strategy	NOUN
cana-737	189	27	is	be	AUX
cana-737	189	28	facilitated	facilitate	VERB
cana-737	189	29	.	.	PUNCT
cana-737	190	1	table	table	NOUN
cana-737	190	2	1	1	NUM
cana-737	190	3	also	also	ADV
cana-737	190	4	demonstrates	demonstrate	VERB
cana-737	190	5	the	the	DET
cana-737	190	6	frequency	frequency	NOUN
cana-737	190	7	distribution	distribution	NOUN
cana-737	190	8	of	of	ADP
cana-737	190	9	different	different	ADJ
cana-737	190	10	vulnerability	vulnerability	NOUN
cana-737	190	11	types	type	NOUN
cana-737	190	12	as	as	SCONJ
cana-737	190	13	found	find	VERB
cana-737	190	14	in	in	ADP
cana-737	190	15	ethereum	ethereum	NOUN
cana-737	190	16	smart	smart	ADJ
cana-737	190	17	contracts	contract	NOUN
cana-737	190	18	.	.	PUNCT
cana-737	191	1	reentrancy	reentrancy	NOUN
cana-737	191	2	,	,	PUNCT
cana-737	191	3	35	35	NUM
cana-737	191	4	%	%	NOUN
cana-737	191	5	of	of	ADP
cana-737	191	6	all	all	DET
cana-737	191	7	contracts	contract	NOUN
cana-737	191	8	,	,	PUNCT
cana-737	191	9	is	be	AUX
cana-737	191	10	when	when	SCONJ
cana-737	191	11	external	external	ADJ
cana-737	191	12	calls	call	NOUN
cana-737	191	13	modify	modify	VERB
cana-737	191	14	state	state	NOUN
cana-737	191	15	before	before	SCONJ
cana-737	191	16	the	the	DET
cana-737	191	17	current	current	ADJ
cana-737	191	18	call	call	NOUN
cana-737	191	19	completes	complete	VERB
cana-737	191	20	.	.	PUNCT
cana-737	192	1	integer	integer	PROPN
cana-737	192	2	overflow	overflow	PROPN
cana-737	192	3	/	/	SYM
cana-737	192	4	underflow	underflow	NOUN
cana-737	192	5	,	,	PUNCT
cana-737	192	6	which	which	PRON
cana-737	192	7	amounts	amount	VERB
cana-737	192	8	to	to	ADP
cana-737	192	9	20	20	NUM
cana-737	192	10	%	%	NOUN
cana-737	192	11	,	,	PUNCT
cana-737	192	12	is	be	AUX
cana-737	192	13	a	a	DET
cana-737	192	14	result	result	NOUN
cana-737	192	15	of	of	ADP
cana-737	192	16	arithmetic	arithmetic	ADJ
cana-737	192	17	operations	operation	NOUN
cana-737	192	18	producing	produce	VERB
cana-737	192	19	the	the	DET
cana-737	192	20	overflow	overflow	NOUN
cana-737	192	21	or	or	CCONJ
cana-737	192	22	underflow	underflow	NOUN
cana-737	192	23	.	.	PUNCT
cana-737	193	1	breaches	breach	NOUN
cana-737	193	2	,	,	PUNCT
cana-737	193	3	representing	represent	VERB
cana-737	193	4	15	15	NUM
cana-737	193	5	%	%	NOUN
cana-737	193	6	of	of	ADP
cana-737	193	7	contracts	contract	NOUN
cana-737	193	8	,	,	PUNCT
cana-737	193	9	are	be	AUX
cana-737	193	10	a	a	DET
cana-737	193	11	result	result	NOUN
cana-737	193	12	of	of	ADP
cana-737	193	13	the	the	DET
cana-737	193	14	absence	absence	NOUN
cana-737	193	15	of	of	ADP
cana-737	193	16	access	access	NOUN
cana-737	193	17	control	control	NOUN
cana-737	193	18	and	and	CCONJ
cana-737	193	19	unauthorized	unauthorized	ADJ
cana-737	193	20	actions	action	NOUN
cana-737	193	21	.	.	PUNCT
cana-737	194	1	logical	logical	ADJ
cana-737	194	2	errors	error	NOUN
cana-737	194	3	,	,	PUNCT
cana-737	194	4	which	which	PRON
cana-737	194	5	comprise	comprise	VERB
cana-737	194	6	25	25	NUM
cana-737	194	7	%	%	NOUN
cana-737	194	8	of	of	ADP
cana-737	194	9	contracts	contract	NOUN
cana-737	194	10	,	,	PUNCT
cana-737	194	11	arise	arise	VERB
cana-737	194	12	from	from	ADP
cana-737	194	13	faults	fault	NOUN
cana-737	194	14	in	in	ADP
cana-737	194	15	contract	contract	NOUN
cana-737	194	16	logic	logic	NOUN
cana-737	194	17	resulting	result	VERB
cana-737	194	18	in	in	ADP
cana-737	194	19	unintended	unintended	ADJ
cana-737	194	20	behavior	behavior	NOUN
cana-737	194	21	.	.	PUNCT
cana-737	195	1	denial	denial	NOUN
cana-737	195	2	of	of	ADP
cana-737	195	3	service	service	NOUN
cana-737	195	4	(	(	PUNCT
cana-737	195	5	dos	dos	PROPN
cana-737	195	6	)	)	PUNCT
cana-737	195	7	,	,	PUNCT
cana-737	195	8	which	which	PRON
cana-737	195	9	is	be	AUX
cana-737	195	10	5	5	NUM
cana-737	195	11	%	%	NOUN
cana-737	195	12	of	of	ADP
cana-737	195	13	contracts	contract	NOUN
cana-737	195	14	,	,	PUNCT
cana-737	195	15	includes	include	VERB
cana-737	195	16	the	the	DET
cana-737	195	17	exploitable	exploitable	ADJ
cana-737	195	18	conditions	condition	NOUN
cana-737	195	19	that	that	PRON
cana-737	195	20	cause	cause	VERB
cana-737	195	21	contract	contract	NOUN
cana-737	195	22	unavailability	unavailability	NOUN
cana-737	195	23	.	.	PUNCT
cana-737	196	1	figure	figure	NOUN
cana-737	196	2	3	3	NUM
cana-737	196	3	shows	show	VERB
cana-737	196	4	a	a	DET
cana-737	196	5	sensitivity	sensitivity	NOUN
cana-737	196	6	analysis	analysis	NOUN
cana-737	196	7	of	of	ADP
cana-737	196	8	the	the	DET
cana-737	196	9	false	false	ADJ
cana-737	196	10	positive	positive	ADJ
cana-737	196	11	rates	rate	NOUN
cana-737	196	12	for	for	ADP
cana-737	196	13	different	different	ADJ
cana-737	196	14	vulnerabilitydetecting	vulnerabilitydetecting	NOUN
cana-737	196	15	methods	method	NOUN
cana-737	196	16	under	under	ADP
cana-737	196	17	varying	vary	VERB
cana-737	196	18	loads	load	NOUN
cana-737	196	19	.	.	PUNCT
cana-737	197	1	each	each	DET
cana-737	197	2	technique	technique	NOUN
cana-737	197	3	is	be	AUX
cana-737	197	4	evaluated	evaluate	VERB
cana-737	197	5	across	across	ADP
cana-737	197	6	three	three	NUM
cana-737	197	7	scenarios	scenario	NOUN
cana-737	197	8	:	:	PUNCT
cana-737	197	9	low	low	ADJ
cana-737	197	10	load	load	NOUN
cana-737	197	11	,	,	PUNCT
cana-737	197	12	medium	medium	ADJ
cana-737	197	13	load	load	NOUN
cana-737	197	14	,	,	PUNCT
cana-737	197	15	and	and	CCONJ
cana-737	197	16	high	high	ADJ
cana-737	197	17	load	load	NOUN
cana-737	197	18	.	.	PUNCT
cana-737	198	1	in	in	ADP
cana-737	198	2	the	the	DET
cana-737	198	3	case	case	NOUN
cana-737	198	4	of	of	ADP
cana-737	198	5	static	static	ADJ
cana-737	198	6	analysis	analysis	NOUN
cana-737	198	7	,	,	PUNCT
cana-737	198	8	the	the	DET
cana-737	198	9	false	false	ADJ
cana-737	198	10	positive	positive	ADJ
cana-737	198	11	rates	rate	NOUN
cana-737	198	12	are	be	AUX
cana-737	198	13	3	3	NUM
cana-737	198	14	%	%	NOUN
cana-737	198	15	,	,	PUNCT
cana-737	198	16	5	5	NUM
cana-737	198	17	%	%	NOUN
cana-737	198	18	,	,	PUNCT
cana-737	198	19	and	and	CCONJ
cana-737	198	20	8	8	NUM
cana-737	198	21	%	%	NOUN
cana-737	198	22	respectively	respectively	ADV
cana-737	198	23	under	under	ADP
cana-737	198	24	the	the	DET
cana-737	198	25	different	different	ADJ
cana-737	198	26	loads	load	NOUN
cana-737	198	27	.	.	PUNCT
cana-737	199	1	the	the	DET
cana-737	199	2	false	false	ADJ
cana-737	199	3	positive	positive	ADJ
cana-737	199	4	rates	rate	NOUN
cana-737	199	5	for	for	ADP
cana-737	199	6	low	low	ADJ
cana-737	199	7	,	,	PUNCT
cana-737	199	8	medium	medium	ADJ
cana-737	199	9	,	,	PUNCT
cana-737	199	10	and	and	CCONJ
cana-737	199	11	high	high	ADJ
cana-737	199	12	loads	load	NOUN
cana-737	199	13	in	in	ADP
cana-737	199	14	dynamic	dynamic	ADJ
cana-737	199	15	analysis	analysis	NOUN
cana-737	199	16	are	be	AUX
cana-737	199	17	6	6	NUM
cana-737	199	18	%	%	NOUN
cana-737	199	19	,	,	PUNCT
cana-737	199	20	8	8	NUM
cana-737	199	21	%	%	NOUN
cana-737	199	22	,	,	PUNCT
cana-737	199	23	and	and	CCONJ
cana-737	199	24	10	10	NUM
cana-737	199	25	%	%	NOUN
cana-737	199	26	respectively	respectively	ADV
cana-737	199	27	.	.	PUNCT
cana-737	200	1	symbolic	symbolic	ADJ
cana-737	200	2	execution	execution	NOUN
cana-737	200	3	stands	stand	VERB
cana-737	200	4	out	out	ADP
cana-737	200	5	with	with	ADP
cana-737	200	6	the	the	DET
cana-737	200	7	lowest	low	ADJ
cana-737	200	8	number	number	NOUN
cana-737	200	9	of	of	ADP
cana-737	200	10	false	false	ADJ
cana-737	200	11	positives	positive	NOUN
cana-737	200	12	,	,	PUNCT
cana-737	200	13	which	which	PRON
cana-737	200	14	are	be	AUX
cana-737	200	15	1	1	NUM
cana-737	200	16	%	%	NOUN
cana-737	200	17	,	,	PUNCT
cana-737	200	18	3	3	NUM
cana-737	200	19	%	%	NOUN
cana-737	200	20	,	,	PUNCT
cana-737	200	21	and	and	CCONJ
cana-737	200	22	5	5	NUM
cana-737	200	23	%	%	NOUN
cana-737	200	24	respectively	respectively	ADV
cana-737	200	25	for	for	ADP
cana-737	200	26	each	each	DET
cana-737	200	27	load	load	NOUN
cana-737	200	28	level	level	NOUN
cana-737	200	29	.	.	PUNCT
cana-737	201	1	in	in	ADP
cana-737	201	2	contrast	contrast	NOUN
cana-737	201	3	,	,	PUNCT
cana-737	201	4	machine	machine	NOUN
cana-737	201	5	learning	learning	NOUN
cana-737	201	6	techniques	technique	NOUN
cana-737	201	7	are	be	AUX
cana-737	201	8	reported	report	VERB
cana-737	201	9	to	to	PART
cana-737	201	10	have	have	VERB
cana-737	201	11	false	false	ADJ
cana-737	201	12	positive	positive	ADJ
cana-737	201	13	rates	rate	NOUN
cana-737	201	14	of	of	ADP
cana-737	201	15	4	4	NUM
cana-737	201	16	%	%	NOUN
cana-737	201	17	,	,	PUNCT
cana-737	201	18	6	6	NUM
cana-737	201	19	%	%	NOUN
cana-737	201	20	,	,	PUNCT
cana-737	201	21	and	and	CCONJ
cana-737	201	22	8	8	NUM
cana-737	201	23	%	%	NOUN
cana-737	201	24	under	under	ADP
cana-737	201	25	similar	similar	ADJ
cana-737	201	26	conditions	condition	NOUN
cana-737	201	27	of	of	ADP
cana-737	201	28	loading	loading	NOUN
cana-737	201	29	.	.	PUNCT
cana-737	202	1	through	through	ADP
cana-737	202	2	this	this	DET
cana-737	202	3	analysis	analysis	NOUN
cana-737	202	4	,	,	PUNCT
cana-737	202	5	one	one	PRON
cana-737	202	6	can	can	AUX
cana-737	202	7	see	see	VERB
cana-737	202	8	how	how	SCONJ
cana-737	202	9	the	the	DET
cana-737	202	10	performance	performance	NOUN
cana-737	202	11	of	of	ADP
cana-737	202	12	each	each	DET
cana-737	202	13	detection	detection	NOUN
cana-737	202	14	method	method	NOUN
cana-737	202	15	may	may	AUX
cana-737	202	16	change	change	VERB
cana-737	202	17	with	with	ADP
cana-737	202	18	the	the	DET
cana-737	202	19	load	load	NOUN
cana-737	202	20	on	on	ADP
cana-737	202	21	the	the	DET
cana-737	202	22	ethereum	ethereum	NOUN
cana-737	202	23	network	network	NOUN
cana-737	202	24	which	which	PRON
cana-737	202	25	provides	provide	VERB
cana-737	202	26	information	information	NOUN
cana-737	202	27	about	about	ADP
cana-737	202	28	their	their	PRON
cana-737	202	29	robustness	robustness	NOUN
cana-737	202	30	and	and	CCONJ
cana-737	202	31	reliability	reliability	NOUN
cana-737	202	32	in	in	ADP
cana-737	202	33	different	different	ADJ
cana-737	202	34	scenarios	scenario	NOUN
cana-737	202	35	.	.	PUNCT
cana-737	203	1	figure	figure	VERB
cana-737	203	2	3	3	NUM
cana-737	203	3	:	:	PUNCT
cana-737	203	4	sensitivity	sensitivity	NOUN
cana-737	203	5	analysis	analysis	NOUN
cana-737	203	6	of	of	ADP
cana-737	203	7	false	false	ADJ
cana-737	203	8	positive	positive	ADJ
cana-737	203	9	rate	rate	NOUN
cana-737	203	10	under	under	ADP
cana-737	203	11	different	different	ADJ
cana-737	203	12	load	load	NOUN
cana-737	203	13	conditions	condition	NOUN
cana-737	203	14	figure	figure	VERB
cana-737	203	15	3	3	NUM
cana-737	203	16	illustrates	illustrate	VERB
cana-737	203	17	the	the	DET
cana-737	203	18	comparative	comparative	ADJ
cana-737	203	19	analysis	analysis	NOUN
cana-737	203	20	of	of	ADP
cana-737	203	21	the	the	DET
cana-737	203	22	different	different	ADJ
cana-737	203	23	vulnerability	vulnerability	NOUN
cana-737	203	24	detection	detection	NOUN
cana-737	203	25	methods	method	NOUN
cana-737	203	26	against	against	ADP
cana-737	203	27	different	different	ADJ
cana-737	203	28	load	load	NOUN
cana-737	203	29	level	level	NOUN
cana-737	203	30	.	.	PUNCT
cana-737	204	1	the	the	DET
cana-737	204	2	false	false	ADJ
cana-737	204	3	positive	positive	ADJ
cana-737	204	4	rate	rate	NOUN
cana-737	204	5	stands	stand	VERB
cana-737	204	6	for	for	ADP
cana-737	204	7	the	the	DET
cana-737	204	8	percentage	percentage	NOUN
cana-737	204	9	of	of	ADP
cana-737	204	10	cases	case	NOUN
cana-737	204	11	in	in	ADP
cana-737	204	12	which	which	PRON
cana-737	204	13	the	the	DET
cana-737	204	14	detection	detection	NOUN
cana-737	204	15	technique	technique	NOUN
cana-737	204	16	erroneously	erroneously	ADV
cana-737	204	17	identifies	identify	VERB
cana-737	204	18	a	a	DET
cana-737	204	19	smart	smart	ADJ
cana-737	204	20	contract	contract	NOUN
cana-737	204	21	that	that	PRON
cana-737	204	22	is	be	AUX
cana-737	204	23	not	not	PART
cana-737	204	24	vulnerable	vulnerable	ADJ
cana-737	204	25	as	as	ADP
cana-737	204	26	vulnerable	vulnerable	ADJ
cana-737	204	27	.	.	PUNCT
cana-737	205	1	for	for	ADP
cana-737	205	2	static	static	ADJ
cana-737	205	3	analysis	analysis	NOUN
cana-737	205	4	,	,	PUNCT
cana-737	205	5	under	under	ADP
cana-737	205	6	low	low	ADJ
cana-737	205	7	load	load	NOUN
cana-737	205	8	conditions	condition	NOUN
cana-737	205	9	,	,	PUNCT
cana-737	205	10	the	the	DET
cana-737	205	11	false	false	ADJ
cana-737	205	12	positive	positive	ADJ
cana-737	205	13	rate	rate	NOUN
cana-737	205	14	is	be	AUX
cana-737	205	15	3	3	NUM
cana-737	205	16	%	%	NOUN
cana-737	205	17	,	,	PUNCT
cana-737	205	18	which	which	PRON
cana-737	205	19	means	mean	VERB
cana-737	205	20	that	that	SCONJ
cana-737	205	21	only	only	ADV
cana-737	205	22	3	3	NUM
cana-737	205	23	%	%	NOUN
cana-737	205	24	of	of	ADP
cana-737	205	25	nonvulnerable	nonvulnerable	ADJ
cana-737	205	26	contracts	contract	NOUN
cana-737	205	27	are	be	AUX
cana-737	205	28	falsely	falsely	ADV
cana-737	205	29	flagged	flag	VERB
cana-737	205	30	as	as	ADP
cana-737	205	31	being	be	AUX
cana-737	205	32	vulnerable	vulnerable	ADJ
cana-737	205	33	.	.	PUNCT
cana-737	206	1	when	when	SCONJ
cana-737	206	2	the	the	DET
cana-737	206	3	load	load	NOUN
cana-737	206	4	increases	increase	VERB
cana-737	206	5	to	to	ADP
cana-737	206	6	the	the	DET
cana-737	206	7	medium	medium	ADJ
cana-737	206	8	level	level	NOUN
cana-737	206	9	,	,	PUNCT
cana-737	206	10	the	the	DET
cana-737	206	11	false	false	ADJ
cana-737	206	12	positive	positive	ADJ
cana-737	206	13	rate	rate	NOUN
cana-737	206	14	is	be	AUX
cana-737	206	15	at	at	ADP
cana-737	206	16	5	5	NUM
cana-737	206	17	%	%	NOUN
cana-737	206	18	,	,	PUNCT
cana-737	206	19	and	and	CCONJ
cana-737	206	20	with	with	ADP
cana-737	206	21	high	high	ADJ
cana-737	206	22	load	load	NOUN
cana-737	206	23	conditions	condition	NOUN
cana-737	206	24	,	,	PUNCT
cana-737	206	25	the	the	DET
cana-737	206	26	rate	rate	NOUN
cana-737	206	27	increases	increase	VERB
cana-737	206	28	to	to	ADP
cana-737	206	29	8	8	NUM
cana-737	206	30	%	%	NOUN
cana-737	206	31	.	.	PUNCT
cana-737	207	1	in	in	ADP
cana-737	207	2	communications	communication	NOUN
cana-737	207	3	on	on	ADP
cana-737	207	4	applied	apply	VERB
cana-737	207	5	nonlinear	nonlinear	ADJ
cana-737	207	6	analysis	analysis	NOUN
cana-737	207	7	issn	issn	NOUN
cana-737	207	8	:	:	PUNCT
cana-737	207	9	1074	1074	NUM
cana-737	207	10	-	-	PUNCT
cana-737	207	11	133x	133x	NUM
cana-737	207	12	vol	vol	NOUN
cana-737	207	13	31	31	NUM
cana-737	207	14	no	no	NOUN
cana-737	207	15	.	.	PUNCT
cana-737	208	1	3s	3s	NUM
cana-737	208	2	(	(	PUNCT
cana-737	208	3	2024	2024	NUM
cana-737	208	4	)	)	PUNCT
cana-737	208	5	138	138	NUM
cana-737	208	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-737	208	7	addition	addition	NOUN
cana-737	208	8	,	,	PUNCT
cana-737	208	9	dynamic	dynamic	ADJ
cana-737	208	10	analysis	analysis	NOUN
cana-737	208	11	shows	show	VERB
cana-737	208	12	false	false	ADJ
cana-737	208	13	positive	positive	ADJ
cana-737	208	14	rates	rate	NOUN
cana-737	208	15	of	of	ADP
cana-737	208	16	6	6	NUM
cana-737	208	17	%	%	NOUN
cana-737	208	18	,	,	PUNCT
cana-737	208	19	8	8	NUM
cana-737	208	20	%	%	NOUN
cana-737	208	21	,	,	PUNCT
cana-737	208	22	and	and	CCONJ
cana-737	208	23	10	10	NUM
cana-737	208	24	%	%	NOUN
cana-737	208	25	for	for	ADP
cana-737	208	26	low	low	ADJ
cana-737	208	27	,	,	PUNCT
cana-737	208	28	medium	medium	ADJ
cana-737	208	29	,	,	PUNCT
cana-737	208	30	and	and	CCONJ
cana-737	208	31	high	high	ADJ
cana-737	208	32	loads	load	NOUN
cana-737	208	33	,	,	PUNCT
cana-737	208	34	respectively	respectively	ADV
cana-737	208	35	.	.	PUNCT
cana-737	209	1	symbolic	symbolic	ADJ
cana-737	209	2	execution	execution	NOUN
cana-737	209	3	produces	produce	VERB
cana-737	209	4	a	a	DET
cana-737	209	5	lower	low	ADJ
cana-737	209	6	false	false	ADJ
cana-737	209	7	positive	positive	ADJ
cana-737	209	8	rate	rate	NOUN
cana-737	209	9	at	at	ADP
cana-737	209	10	all	all	DET
cana-737	209	11	load	load	NOUN
cana-737	209	12	levels	level	NOUN
cana-737	209	13	with	with	ADP
cana-737	209	14	values	value	NOUN
cana-737	209	15	of	of	ADP
cana-737	209	16	1	1	NUM
cana-737	209	17	%	%	NOUN
cana-737	209	18	,	,	PUNCT
cana-737	209	19	3	3	NUM
cana-737	209	20	%	%	NOUN
cana-737	209	21	,	,	PUNCT
cana-737	209	22	and	and	CCONJ
cana-737	209	23	5	5	NUM
cana-737	209	24	%	%	NOUN
cana-737	209	25	.	.	PUNCT
cana-737	210	1	machine	machine	NOUN
cana-737	210	2	learning	learning	NOUN
cana-737	210	3	turns	turn	VERB
cana-737	210	4	out	out	ADP
cana-737	210	5	to	to	PART
cana-737	210	6	have	have	VERB
cana-737	210	7	slightly	slightly	ADV
cana-737	210	8	higher	high	ADJ
cana-737	210	9	false	false	ADJ
cana-737	210	10	positive	positive	ADJ
cana-737	210	11	rates	rate	NOUN
cana-737	210	12	compared	compare	VERB
cana-737	210	13	to	to	ADP
cana-737	210	14	symbolic	symbolic	ADJ
cana-737	210	15	execution	execution	NOUN
cana-737	210	16	which	which	PRON
cana-737	210	17	take	take	VERB
cana-737	210	18	the	the	DET
cana-737	210	19	form	form	NOUN
cana-737	210	20	of	of	ADP
cana-737	210	21	4	4	NUM
cana-737	210	22	%	%	NOUN
cana-737	210	23	,	,	PUNCT
cana-737	210	24	6	6	NUM
cana-737	210	25	%	%	NOUN
cana-737	210	26	,	,	PUNCT
cana-737	210	27	and	and	CCONJ
cana-737	210	28	8	8	NUM
cana-737	210	29	%	%	NOUN
cana-737	210	30	under	under	ADP
cana-737	210	31	low	low	ADJ
cana-737	210	32	,	,	PUNCT
cana-737	210	33	medium	medium	ADJ
cana-737	210	34	,	,	PUNCT
cana-737	210	35	and	and	CCONJ
cana-737	210	36	high	high	ADJ
cana-737	210	37	load	load	NOUN
cana-737	210	38	conditions	condition	NOUN
cana-737	210	39	respectively	respectively	ADV
cana-737	210	40	.	.	PUNCT
cana-737	211	1	through	through	ADP
cana-737	211	2	this	this	DET
cana-737	211	3	analysis	analysis	NOUN
cana-737	211	4	,	,	PUNCT
cana-737	211	5	we	we	PRON
cana-737	211	6	will	will	AUX
cana-737	211	7	be	be	AUX
cana-737	211	8	able	able	ADJ
cana-737	211	9	to	to	PART
cana-737	211	10	conclude	conclude	VERB
cana-737	211	11	how	how	SCONJ
cana-737	211	12	diverse	diverse	ADJ
cana-737	211	13	vulnerability	vulnerability	NOUN
cana-737	211	14	detection	detection	NOUN
cana-737	211	15	techniques	technique	NOUN
cana-737	211	16	work	work	VERB
cana-737	211	17	in	in	ADP
cana-737	211	18	different	different	ADJ
cana-737	211	19	load	load	NOUN
cana-737	211	20	conditions	condition	NOUN
cana-737	211	21	,	,	PUNCT
cana-737	211	22	which	which	PRON
cana-737	211	23	will	will	AUX
cana-737	211	24	help	help	VERB
cana-737	211	25	us	we	PRON
cana-737	211	26	to	to	PART
cana-737	211	27	understand	understand	VERB
cana-737	211	28	their	their	PRON
cana-737	211	29	reliability	reliability	NOUN
cana-737	211	30	in	in	ADP
cana-737	211	31	different	different	ADJ
cana-737	211	32	operational	operational	ADJ
cana-737	211	33	scenarios	scenario	NOUN
cana-737	211	34	.	.	PUNCT
cana-737	212	1	the	the	DET
cana-737	212	2	results	result	NOUN
cana-737	212	3	presented	present	VERB
cana-737	212	4	in	in	ADP
cana-737	212	5	the	the	DET
cana-737	212	6	table	table	NOUN
cana-737	212	7	and	and	CCONJ
cana-737	212	8	figures	figure	NOUN
cana-737	212	9	have	have	AUX
cana-737	212	10	shown	show	VERB
cana-737	212	11	a	a	DET
cana-737	212	12	better	well	ADJ
cana-737	212	13	performance	performance	NOUN
cana-737	212	14	in	in	ADP
cana-737	212	15	detecting	detect	VERB
cana-737	212	16	ethereum	ethereum	NOUN
cana-737	212	17	smart	smart	ADJ
cana-737	212	18	contract	contract	NOUN
cana-737	212	19	vulnerabilities	vulnerability	NOUN
cana-737	212	20	compared	compare	VERB
cana-737	212	21	to	to	ADP
cana-737	212	22	the	the	DET
cana-737	212	23	previous	previous	ADJ
cana-737	212	24	studies	study	NOUN
cana-737	212	25	.	.	PUNCT
cana-737	213	1	figure	figure	NOUN
cana-737	213	2	2	2	NUM
cana-737	213	3	focuses	focus	VERB
cana-737	213	4	on	on	ADP
cana-737	213	5	the	the	DET
cana-737	213	6	performance	performance	NOUN
cana-737	213	7	of	of	ADP
cana-737	213	8	different	different	ADJ
cana-737	213	9	methods	method	NOUN
cana-737	213	10	and	and	CCONJ
cana-737	213	11	their	their	PRON
cana-737	213	12	metrics	metric	NOUN
cana-737	213	13	,	,	PUNCT
cana-737	213	14	detection	detection	NOUN
cana-737	213	15	time	time	NOUN
cana-737	213	16	,	,	PUNCT
cana-737	213	17	true	true	ADJ
cana-737	213	18	positive	positive	ADJ
cana-737	213	19	rate	rate	NOUN
cana-737	213	20	,	,	PUNCT
cana-737	213	21	false	false	ADJ
cana-737	213	22	positive	positive	ADJ
cana-737	213	23	rate	rate	NOUN
cana-737	213	24	,	,	PUNCT
cana-737	213	25	and	and	CCONJ
cana-737	213	26	scalability	scalability	NOUN
cana-737	213	27	.	.	PUNCT
cana-737	214	1	say	say	VERB
cana-737	214	2	,	,	PUNCT
cana-737	214	3	for	for	ADP
cana-737	214	4	example	example	NOUN
cana-737	214	5	,	,	PUNCT
cana-737	214	6	static	static	ADJ
cana-737	214	7	analysis	analysis	NOUN
cana-737	214	8	has	have	VERB
cana-737	214	9	the	the	DET
cana-737	214	10	shortest	short	ADJ
cana-737	214	11	detection	detection	NOUN
cana-737	214	12	time	time	NOUN
cana-737	214	13	of	of	ADP
cana-737	214	14	1.5	1.5	NUM
cana-737	214	15	hours	hour	NOUN
cana-737	214	16	and	and	CCONJ
cana-737	214	17	the	the	DET
cana-737	214	18	highest	high	ADJ
cana-737	214	19	true	true	ADJ
cana-737	214	20	positive	positive	ADJ
cana-737	214	21	rate	rate	NOUN
cana-737	214	22	of	of	ADP
cana-737	214	23	95	95	NUM
cana-737	214	24	%	%	NOUN
cana-737	214	25	,	,	PUNCT
cana-737	214	26	and	and	CCONJ
cana-737	214	27	machine	machine	NOUN
cana-737	214	28	learning	learning	NOUN
cana-737	214	29	has	have	VERB
cana-737	214	30	the	the	DET
cana-737	214	31	highest	high	ADJ
cana-737	214	32	scalability	scalability	NOUN
cana-737	214	33	of	of	ADP
cana-737	214	34	350	350	NUM
cana-737	214	35	contracts	contract	NOUN
cana-737	214	36	per	per	ADP
cana-737	214	37	hour	hour	NOUN
cana-737	214	38	.	.	PUNCT
cana-737	215	1	furthermore	furthermore	ADV
cana-737	215	2	,	,	PUNCT
cana-737	215	3	figure	figure	VERB
cana-737	215	4	3	3	NUM
cana-737	215	5	's	's	PART
cana-737	215	6	sensitivity	sensitivity	NOUN
cana-737	215	7	analysis	analysis	NOUN
cana-737	215	8	under	under	ADP
cana-737	215	9	different	different	ADJ
cana-737	215	10	load	load	NOUN
cana-737	215	11	conditions	condition	NOUN
cana-737	215	12	improves	improve	VERB
cana-737	215	13	the	the	DET
cana-737	215	14	credibility	credibility	NOUN
cana-737	215	15	of	of	ADP
cana-737	215	16	the	the	DET
cana-737	215	17	findings	finding	NOUN
cana-737	215	18	,	,	PUNCT
cana-737	215	19	with	with	ADP
cana-737	215	20	static	static	ADJ
cana-737	215	21	analysis	analysis	NOUN
cana-737	215	22	yielding	yield	VERB
cana-737	215	23	false	false	ADJ
cana-737	215	24	positive	positive	ADJ
cana-737	215	25	rates	rate	NOUN
cana-737	215	26	of	of	ADP
cana-737	215	27	3	3	NUM
cana-737	215	28	%	%	NOUN
cana-737	215	29	,	,	PUNCT
cana-737	215	30	5	5	NUM
cana-737	215	31	%	%	NOUN
cana-737	215	32	,	,	PUNCT
cana-737	215	33	and	and	CCONJ
cana-737	215	34	8	8	NUM
cana-737	215	35	%	%	NOUN
cana-737	215	36	for	for	ADP
cana-737	215	37	low	low	ADJ
cana-737	215	38	,	,	PUNCT
cana-737	215	39	medium	medium	ADJ
cana-737	215	40	,	,	PUNCT
cana-737	215	41	and	and	CCONJ
cana-737	215	42	high	high	ADJ
cana-737	215	43	loads	load	NOUN
cana-737	215	44	respectively	respectively	ADV
cana-737	215	45	.	.	PUNCT
cana-737	216	1	figure	figure	NOUN
cana-737	216	2	3	3	NUM
cana-737	216	3	give	give	VERB
cana-737	216	4	us	we	PRON
cana-737	216	5	information	information	NOUN
cana-737	216	6	on	on	ADP
cana-737	216	7	the	the	DET
cana-737	216	8	distribution	distribution	NOUN
cana-737	216	9	of	of	ADP
cana-737	216	10	the	the	DET
cana-737	216	11	number	number	NOUN
cana-737	216	12	of	of	ADP
cana-737	216	13	vulnerability	vulnerability	NOUN
cana-737	216	14	types	type	NOUN
cana-737	216	15	;	;	PUNCT
cana-737	216	16	the	the	DET
cana-737	216	17	most	most	ADV
cana-737	216	18	prevalent	prevalent	ADJ
cana-737	216	19	is	be	AUX
cana-737	216	20	reentrancy	reentrancy	NOUN
cana-737	216	21	with	with	ADP
cana-737	216	22	about	about	ADV
cana-737	216	23	35	35	NUM
cana-737	216	24	%	%	NOUN
cana-737	216	25	of	of	ADP
cana-737	216	26	smart	smart	ADJ
cana-737	216	27	contracts	contract	NOUN
cana-737	216	28	.	.	PUNCT
cana-737	217	1	the	the	DET
cana-737	217	2	data	data	NOUN
cana-737	217	3	shows	show	VERB
cana-737	217	4	the	the	DET
cana-737	217	5	outcomes	outcome	NOUN
cana-737	217	6	are	be	AUX
cana-737	217	7	advanced	advanced	ADJ
cana-737	217	8	in	in	ADP
cana-737	217	9	various	various	ADJ
cana-737	217	10	metrics	metric	NOUN
cana-737	217	11	,	,	PUNCT
cana-737	217	12	which	which	PRON
cana-737	217	13	makes	make	VERB
cana-737	217	14	the	the	DET
cana-737	217	15	research	research	NOUN
cana-737	217	16	better	well	ADV
cana-737	217	17	than	than	ADP
cana-737	217	18	others	other	NOUN
cana-737	217	19	and	and	CCONJ
cana-737	217	20	adds	add	VERB
cana-737	217	21	value	value	NOUN
cana-737	217	22	to	to	ADP
cana-737	217	23	the	the	DET
cana-737	217	24	field	field	NOUN
cana-737	217	25	of	of	ADP
cana-737	217	26	ethereum	ethereum	NOUN
cana-737	217	27	smart	smart	ADJ
cana-737	217	28	contract	contract	NOUN
cana-737	217	29	security	security	NOUN
cana-737	217	30	.	.	PUNCT
cana-737	218	1	4	4	X
cana-737	218	2	.	.	X
cana-737	218	3	conclusion	conclusion	NOUN
cana-737	218	4	the	the	DET
cana-737	218	5	research	research	NOUN
cana-737	218	6	is	be	AUX
cana-737	218	7	based	base	VERB
cana-737	218	8	not	not	PART
cana-737	218	9	only	only	ADV
cana-737	218	10	on	on	ADP
cana-737	218	11	technical	technical	ADJ
cana-737	218	12	details	detail	NOUN
cana-737	218	13	of	of	ADP
cana-737	218	14	ethereum	ethereum	NOUN
cana-737	218	15	smart	smart	ADJ
cana-737	218	16	contract	contract	NOUN
cana-737	218	17	vulnerability	vulnerability	NOUN
cana-737	218	18	detection	detection	NOUN
cana-737	218	19	but	but	CCONJ
cana-737	218	20	also	also	ADV
cana-737	218	21	emphasizes	emphasize	VERB
cana-737	218	22	the	the	DET
cana-737	218	23	themes	theme	NOUN
cana-737	218	24	of	of	ADP
cana-737	218	25	security	security	NOUN
cana-737	218	26	,	,	PUNCT
cana-737	218	27	reliability	reliability	NOUN
cana-737	218	28	,	,	PUNCT
cana-737	218	29	and	and	CCONJ
cana-737	218	30	transparency	transparency	NOUN
cana-737	218	31	in	in	ADP
cana-737	218	32	blockchain	blockchain	PROPN
cana-737	218	33	technology	technology	PROPN
cana-737	218	34	.	.	PUNCT
cana-737	219	1	the	the	DET
cana-737	219	2	research	research	NOUN
cana-737	219	3	via	via	ADP
cana-737	219	4	thorough	thorough	ADJ
cana-737	219	5	evaluation	evaluation	NOUN
cana-737	219	6	of	of	ADP
cana-737	219	7	techniques	technique	NOUN
cana-737	219	8	like	like	ADP
cana-737	219	9	static	static	ADJ
cana-737	219	10	analysis	analysis	NOUN
cana-737	219	11	,	,	PUNCT
cana-737	219	12	dynamic	dynamic	ADJ
cana-737	219	13	analysis	analysis	NOUN
cana-737	219	14	,	,	PUNCT
cana-737	219	15	symbolic	symbolic	ADJ
cana-737	219	16	execution	execution	NOUN
cana-737	219	17	,	,	PUNCT
cana-737	219	18	and	and	CCONJ
cana-737	219	19	machine	machine	NOUN
cana-737	219	20	learning	learn	VERB
cana-737	219	21	not	not	PART
cana-737	219	22	only	only	ADV
cana-737	219	23	points	point	VERB
cana-737	219	24	out	out	ADP
cana-737	219	25	the	the	DET
cana-737	219	26	best	good	ADJ
cana-737	219	27	methods	method	NOUN
cana-737	219	28	but	but	CCONJ
cana-737	219	29	also	also	ADV
cana-737	219	30	highlights	highlight	VERB
cana-737	219	31	the	the	DET
cana-737	219	32	importance	importance	NOUN
cana-737	219	33	of	of	ADP
cana-737	219	34	efficiency	efficiency	NOUN
cana-737	219	35	and	and	CCONJ
cana-737	219	36	accuracy	accuracy	NOUN
cana-737	219	37	while	while	SCONJ
cana-737	219	38	detecting	detect	VERB
cana-737	219	39	faults	fault	NOUN
cana-737	219	40	.	.	PUNCT
cana-737	220	1	while	while	SCONJ
cana-737	220	2	static	static	ADJ
cana-737	220	3	analysis	analysis	NOUN
cana-737	220	4	provides	provide	VERB
cana-737	220	5	the	the	DET
cana-737	220	6	shortest	short	ADJ
cana-737	220	7	detection	detection	NOUN
cana-737	220	8	time	time	NOUN
cana-737	220	9	and	and	CCONJ
cana-737	220	10	the	the	DET
cana-737	220	11	highest	high	ADJ
cana-737	220	12	true	true	ADJ
cana-737	220	13	positive	positive	ADJ
cana-737	220	14	rate	rate	NOUN
cana-737	220	15	,	,	PUNCT
cana-737	220	16	machine	machine	NOUN
cana-737	220	17	learning	learning	NOUN
cana-737	220	18	demonstrates	demonstrate	VERB
cana-737	220	19	better	well	ADJ
cana-737	220	20	scalability	scalability	NOUN
cana-737	220	21	,	,	PUNCT
cana-737	220	22	and	and	CCONJ
cana-737	220	23	therefore	therefore	ADV
cana-737	220	24	speeding	speed	VERB
cana-737	220	25	up	up	ADP
cana-737	220	26	and	and	CCONJ
cana-737	220	27	effectiveness	effectiveness	NOUN
cana-737	220	28	should	should	AUX
cana-737	220	29	be	be	AUX
cana-737	220	30	balanced	balance	VERB
cana-737	220	31	.	.	PUNCT
cana-737	221	1	sensitivity	sensitivity	NOUN
cana-737	221	2	analysis	analysis	NOUN
cana-737	221	3	under	under	ADP
cana-737	221	4	a	a	DET
cana-737	221	5	variety	variety	NOUN
cana-737	221	6	of	of	ADP
cana-737	221	7	loads	load	NOUN
cana-737	221	8	corresponds	correspond	VERB
cana-737	221	9	to	to	ADP
cana-737	221	10	the	the	DET
cana-737	221	11	reliability	reliability	NOUN
cana-737	221	12	and	and	CCONJ
cana-737	221	13	flexibility	flexibility	NOUN
cana-737	221	14	feature	feature	NOUN
cana-737	221	15	that	that	PRON
cana-737	221	16	helps	help	VERB
cana-737	221	17	to	to	PART
cana-737	221	18	stand	stand	VERB
cana-737	221	19	strong	strong	ADJ
cana-737	221	20	under	under	ADP
cana-737	221	21	various	various	ADJ
cana-737	221	22	operating	operating	NOUN
cana-737	221	23	conditions	condition	NOUN
cana-737	221	24	.	.	PUNCT
cana-737	222	1	through	through	ADP
cana-737	222	2	a	a	DET
cana-737	222	3	review	review	NOUN
cana-737	222	4	of	of	ADP
cana-737	222	5	the	the	DET
cana-737	222	6	common	common	ADJ
cana-737	222	7	weaknesses	weakness	NOUN
cana-737	222	8	which	which	PRON
cana-737	222	9	include	include	VERB
cana-737	222	10	reentrancy	reentrancy	NOUN
cana-737	222	11	and	and	CCONJ
cana-737	222	12	integer	integer	NOUN
cana-737	222	13	overflow	overflow	PROPN
cana-737	222	14	/	/	SYM
cana-737	222	15	underflow	underflow	PROPN
cana-737	222	16	,	,	PUNCT
cana-737	222	17	the	the	DET
cana-737	222	18	research	research	NOUN
cana-737	222	19	emphasizes	emphasize	VERB
cana-737	222	20	the	the	DET
cana-737	222	21	importance	importance	NOUN
cana-737	222	22	of	of	ADP
cana-737	222	23	upfront	upfront	ADJ
cana-737	222	24	risk	risk	NOUN
cana-737	222	25	mitigation	mitigation	NOUN
cana-737	222	26	practices	practice	NOUN
cana-737	222	27	that	that	PRON
cana-737	222	28	are	be	AUX
cana-737	222	29	geared	gear	VERB
cana-737	222	30	towards	towards	ADP
cana-737	222	31	maintaining	maintain	VERB
cana-737	222	32	the	the	DET
cana-737	222	33	trust	trust	NOUN
cana-737	222	34	and	and	CCONJ
cana-737	222	35	confidence	confidence	NOUN
cana-737	222	36	of	of	ADP
cana-737	222	37	the	the	DET
cana-737	222	38	users	user	NOUN
cana-737	222	39	in	in	ADP
cana-737	222	40	blockchain	blockchain	PROPN
cana-737	222	41	-	-	PUNCT
cana-737	222	42	based	base	VERB
cana-737	222	43	transactions	transaction	NOUN
cana-737	222	44	.	.	PUNCT
cana-737	223	1	the	the	DET
cana-737	223	2	mentioned	mention	VERB
cana-737	223	3	evidence	evidence	NOUN
cana-737	223	4	reinforces	reinforce	VERB
cana-737	223	5	the	the	DET
cana-737	223	6	core	core	ADJ
cana-737	223	7	values	value	NOUN
cana-737	223	8	of	of	ADP
cana-737	223	9	integrity	integrity	NOUN
cana-737	223	10	and	and	CCONJ
cana-737	223	11	transparency	transparency	NOUN
cana-737	223	12	in	in	ADP
cana-737	223	13	the	the	DET
cana-737	223	14	blockchain	blockchain	PROPN
cana-737	223	15	ecosystems	ecosystem	NOUN
cana-737	223	16	thus	thus	ADV
cana-737	223	17	,	,	PUNCT
cana-737	223	18	improving	improve	VERB
cana-737	223	19	smart	smart	ADJ
cana-737	223	20	contracts	contract	NOUN
cana-737	223	21	security	security	NOUN
cana-737	223	22	and	and	CCONJ
cana-737	223	23	creating	create	VERB
cana-737	223	24	a	a	DET
cana-737	223	25	strong	strong	ADJ
cana-737	223	26	ecosystem	ecosystem	NOUN
cana-737	223	27	for	for	ADP
cana-737	223	28	decentralized	decentralized	ADJ
cana-737	223	29	applications	application	NOUN
cana-737	223	30	.	.	PUNCT
cana-737	224	1	references	reference	NOUN
cana-737	224	2	[	[	X
cana-737	224	3	1	1	NUM
cana-737	224	4	]	]	X
cana-737	224	5	s.j	s.j	PROPN
cana-737	224	6	.	.	PROPN
cana-737	224	7	aquilina	aquilina	PROPN
cana-737	224	8	,	,	PUNCT
cana-737	224	9	f.	f.	PROPN
cana-737	224	10	casino	casino	PROPN
cana-737	224	11	,	,	PUNCT
cana-737	224	12	m.	m.	NOUN
cana-737	224	13	vella	vella	PROPN
cana-737	224	14	,	,	PUNCT
cana-737	224	15	j.	j.	PROPN
cana-737	224	16	ellul	ellul	PROPN
cana-737	224	17	,	,	PUNCT
cana-737	224	18	and	and	CCONJ
cana-737	224	19	c.	c.	PROPN
cana-737	224	20	patsakis	patsakis	PROPN
cana-737	224	21	,	,	PUNCT
cana-737	224	22	"	"	PUNCT
cana-737	224	23	etherclue	etherclue	NOUN
cana-737	224	24	:	:	PUNCT
cana-737	224	25	digital	digital	ADJ
cana-737	224	26	investigation	investigation	NOUN
cana-737	224	27	of	of	ADP
cana-737	224	28	attacks	attack	NOUN
cana-737	224	29	on	on	ADP
cana-737	224	30	ethereum	ethereum	ADJ
cana-737	224	31	smart	smart	ADJ
cana-737	224	32	contracts	contract	NOUN
cana-737	224	33	,	,	PUNCT
cana-737	224	34	"	"	PUNCT
cana-737	224	35	blockchain	blockchain	NOUN
cana-737	224	36	:	:	PUNCT
cana-737	224	37	research	research	NOUN
cana-737	224	38	and	and	CCONJ
cana-737	224	39	applications	application	NOUN
cana-737	224	40	,	,	PUNCT
cana-737	224	41	vol	vol	NOUN
cana-737	224	42	.	.	PROPN
cana-737	224	43	2	2	NUM
cana-737	224	44	,	,	PUNCT
cana-737	224	45	no	no	INTJ
cana-737	224	46	.	.	NOUN
cana-737	224	47	4	4	NUM
cana-737	224	48	,	,	PUNCT
cana-737	224	49	pp	pp	ADJ
cana-737	224	50	.	.	PUNCT
cana-737	224	51	100028	100028	NUM
cana-737	224	52	,	,	PUNCT
cana-737	224	53	dec	dec	PROPN
cana-737	224	54	.	.	PROPN
cana-737	224	55	2021	2021	NUM
cana-737	224	56	.	.	PUNCT
cana-737	225	1	[	[	X
cana-737	225	2	online	online	X
cana-737	225	3	]	]	X
cana-737	225	4	.	.	PUNCT
cana-737	226	1	available	available	ADJ
cana-737	226	2	:	:	PUNCT
cana-737	227	1	https://doi.org/10.1016/j.bera.2021.100028	https://doi.org/10.1016/j.bera.2021.100028	ADJ
cana-737	227	2	[	[	X
cana-737	227	3	2	2	NUM
cana-737	227	4	]	]	PUNCT
cana-737	227	5	p.	p.	NOUN
cana-737	227	6	heged	hege	VERB
cana-737	227	7	’s	’s	ADV
cana-737	227	8	,	,	PUNCT
cana-737	227	9	"	"	PUNCT
cana-737	227	10	towards	towards	ADP
cana-737	227	11	analyzing	analyze	VERB
cana-737	227	12	the	the	DET
cana-737	227	13	complexity	complexity	NOUN
cana-737	227	14	landscape	landscape	NOUN
cana-737	227	15	of	of	ADP
cana-737	227	16	solidity	solidity	NOUN
cana-737	227	17	based	base	VERB
cana-737	227	18	ethereum	ethereum	NOUN
cana-737	227	19	smart	smart	ADJ
cana-737	227	20	contracts,"technologies	contracts,"technologie	NOUN
cana-737	227	21	,	,	PUNCT
cana-737	227	22	vol	vol	NOUN
cana-737	227	23	.	.	PROPN
cana-737	227	24	7	7	NUM
cana-737	227	25	,	,	PUNCT
cana-737	227	26	no.6	no.6	PROPN
cana-737	227	27	,	,	PUNCT
cana-737	227	28	jan	jan	PROPN
cana-737	227	29	.	.	PROPN
cana-737	227	30	2019	2019	NUM
cana-737	227	31	.	.	PUNCT
cana-737	228	1	[	[	X
cana-737	228	2	online	online	X
cana-737	228	3	]	]	X
cana-737	228	4	.	.	PUNCT
cana-737	229	1	available	available	ADJ
cana-737	229	2	:	:	PUNCT
cana-737	230	1	https://doi.or/10.3390/technologies7010006	https://doi.or/10.3390/technologies7010006	NOUN
cana-737	230	2	[	[	X
cana-737	230	3	3	3	NUM
cana-737	230	4	]	]	X
cana-737	230	5	h.	h.	PROPN
cana-737	230	6	perera	perera	PROPN
cana-737	230	7	and	and	CCONJ
cana-737	230	8	l.	l.	PROPN
cana-737	230	9	costa	costa	PROPN
cana-737	230	10	,	,	PUNCT
cana-737	230	11	"	"	PUNCT
cana-737	230	12	personality	personality	NOUN
cana-737	230	13	classification	classification	NOUN
cana-737	230	14	of	of	ADP
cana-737	230	15	text	text	NOUN
cana-737	230	16	through	through	ADP
cana-737	230	17	machine	machine	NOUN
cana-737	230	18	learning	learning	NOUN
cana-737	230	19	and	and	CCONJ
cana-737	230	20	deep	deep	ADJ
cana-737	230	21	learning	learning	NOUN
cana-737	230	22	:	:	PUNCT
cana-737	230	23	a	a	DET
cana-737	230	24	review	review	NOUN
cana-737	230	25	(	(	PUNCT
cana-737	230	26	2023	2023	NUM
cana-737	230	27	)	)	PUNCT
cana-737	230	28	,	,	PUNCT
cana-737	230	29	"	"	PUNCT
cana-737	230	30	international	international	ADJ
cana-737	230	31	journal	journal	NOUN
cana-737	230	32	for	for	ADP
cana-737	230	33	research	research	NOUN
cana-737	230	34	in	in	ADP
cana-737	230	35	advanced	advanced	ADJ
cana-737	230	36	computer	computer	NOUN
cana-737	230	37	science	science	NOUN
cana-737	230	38	and	and	CCONJ
cana-737	230	39	engineering	engineering	NOUN
cana-737	230	40	,	,	PUNCT
cana-737	230	41	vol	vol	NOUN
cana-737	230	42	.	.	PROPN
cana-737	230	43	9	9	NUM
cana-737	230	44	,	,	PUNCT
cana-737	230	45	no	no	INTJ
cana-737	230	46	.	.	NOUN
cana-737	230	47	4	4	NUM
cana-737	230	48	,	,	PUNCT
cana-737	230	49	pp	pp	ADJ
cana-737	230	50	.	.	PUNCT
cana-737	231	1	6	6	NUM
cana-737	231	2	-	-	SYM
cana-737	231	3	12	12	NUM
cana-737	231	4	,	,	PUNCT
cana-737	231	5	jul	jul	PROPN
cana-737	231	6	.	.	PROPN
cana-737	231	7	2023	2023	NUM
cana-737	231	8	.	.	PUNCT
cana-737	232	1	[	[	X
cana-737	232	2	online	online	X
cana-737	232	3	]	]	X
cana-737	232	4	.	.	PUNCT
cana-737	233	1	available	available	ADJ
cana-737	233	2	:	:	PUNCT
cana-737	233	3	https://doi.org/10.53555/cse.v9i4.2266	https://doi.org/10.53555/cse.v9i4.2266	NUM
cana-737	233	4	https://doi.org/10.1016/j.bera.2021.100028	https://doi.org/10.1016/j.bera.2021.100028	ADJ
cana-737	233	5	https://doi.or/10.3390/technologies7010006	https://doi.or/10.3390/technologies7010006	ADJ
cana-737	233	6	https://doi.org/10.53555/cse.v9i4.2266	https://doi.org/10.53555/cse.v9i4.2266	NUM
cana-737	233	7	communications	communication	NOUN
cana-737	233	8	on	on	ADP
cana-737	233	9	applied	apply	VERB
cana-737	233	10	nonlinear	nonlinear	ADJ
cana-737	233	11	analysis	analysis	NOUN
cana-737	233	12	issn	issn	NOUN
cana-737	233	13	:	:	PUNCT
cana-737	233	14	1074	1074	NUM
cana-737	233	15	-	-	PUNCT
cana-737	233	16	133x	133x	NUM
cana-737	233	17	vol	vol	NOUN
cana-737	233	18	31	31	NUM
cana-737	233	19	no	no	NOUN
cana-737	233	20	.	.	PUNCT
cana-737	234	1	3s	3s	NUM
cana-737	234	2	(	(	PUNCT
cana-737	234	3	2024	2024	NUM
cana-737	234	4	)	)	PUNCT
cana-737	234	5	139	139	NUM
cana-737	234	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-737	235	1	[	[	X
cana-737	235	2	4	4	X
cana-737	235	3	]	]	PUNCT
cana-737	235	4	v.	v.	ADP
cana-737	235	5	langaliya	langaliya	PROPN
cana-737	235	6	and	and	CCONJ
cana-737	235	7	j.	j.	PROPN
cana-737	235	8	a.	a.	PROPN
cana-737	235	9	g.	g.	PROPN
cana-737	235	10	gohil	gohil	PROPN
cana-737	235	11	,	,	PUNCT
cana-737	235	12	"	"	PUNCT
cana-737	235	13	a	a	DET
cana-737	235	14	comparative	comparative	ADJ
cana-737	235	15	and	and	CCONJ
cana-737	235	16	comprehensive	comprehensive	ADJ
cana-737	235	17	analysis	analysis	NOUN
cana-737	235	18	of	of	ADP
cana-737	235	19	smart	smart	ADJ
cana-737	235	20	contract	contract	NOUN
cana-737	235	21	enabled	enable	VERB
cana-737	235	22	blockchain	blockchain	PROPN
cana-737	235	23	applications	application	NOUN
cana-737	235	24	,	,	PUNCT
cana-737	235	25	"	"	PUNCT
cana-737	235	26	international	international	ADJ
cana-737	235	27	journal	journal	NOUN
cana-737	235	28	on	on	ADP
cana-737	235	29	recent	recent	ADJ
cana-737	235	30	and	and	CCONJ
cana-737	235	31	innovation	innovation	NOUN
cana-737	235	32	trends	trend	NOUN
cana-737	235	33	in	in	ADP
cana-737	235	34	computing	computing	NOUN
cana-737	235	35	and	and	CCONJ
cana-737	235	36	communication	communication	NOUN
cana-737	235	37	,	,	PUNCT
cana-737	235	38	vol	vol	NOUN
cana-737	235	39	.	.	NOUN
cana-737	235	40	9	9	NUM
cana-737	235	41	,	,	PUNCT
cana-737	235	42	no.9	no.9	ADV
cana-737	235	43	,	,	PUNCT
cana-737	235	44	pp	pp	ADJ
cana-737	235	45	.	.	PUNCT
cana-737	236	1	16	16	NUM
cana-737	236	2	-	-	SYM
cana-737	236	3	26	26	NUM
cana-737	236	4	,	,	PUNCT
cana-737	236	5	sep	sep	PROPN
cana-737	236	6	.	.	PROPN
cana-737	236	7	2021	2021	NUM
cana-737	236	8	.	.	PUNCT
cana-737	237	1	[	[	X
cana-737	237	2	online	online	X
cana-737	237	3	]	]	X
cana-737	237	4	.	.	PUNCT
cana-737	238	1	available	available	ADJ
cana-737	238	2	:	:	PUNCT
cana-737	239	1	https://doi.org/10.17762/ijritce.v9i9.5489	https://doi.org/10.17762/ijritce.v9i9.5489	X
cana-737	240	1	[	[	X
cana-737	240	2	5	5	NUM
cana-737	240	3	]	]	PUNCT
cana-737	240	4	h.	h.	PROPN
cana-737	240	5	zhou	zhou	PROPN
cana-737	240	6	,	,	PUNCT
cana-737	240	7	a.	a.	PROPN
cana-737	240	8	milani	milani	PROPN
cana-737	240	9	fard	fard	PROPN
cana-737	240	10	,	,	PUNCT
cana-737	240	11	and	and	CCONJ
cana-737	240	12	a.	a.	NOUN
cana-737	240	13	makanju	makanju	PROPN
cana-737	240	14	,	,	PUNCT
cana-737	240	15	"	"	PUNCT
cana-737	240	16	the	the	DET
cana-737	240	17	state	state	NOUN
cana-737	240	18	of	of	ADP
cana-737	240	19	ethereum	ethereum	NOUN
cana-737	240	20	smart	smart	ADJ
cana-737	240	21	contracts	contract	NOUN
cana-737	240	22	security	security	NOUN
cana-737	240	23	:	:	PUNCT
cana-737	240	24	vulnerabilities	vulnerability	NOUN
cana-737	240	25	,	,	PUNCT
cana-737	240	26	countermeasures	countermeasure	NOUN
cana-737	240	27	,	,	PUNCT
cana-737	240	28	and	and	CCONJ
cana-737	240	29	tool	tool	NOUN
cana-737	240	30	support	support	NOUN
cana-737	240	31	,	,	PUNCT
cana-737	240	32	"	"	PUNCT
cana-737	240	33	journal	journal	NOUN
cana-737	240	34	of	of	ADP
cana-737	240	35	cybersecurity	cybersecurity	NOUN
cana-737	240	36	and	and	CCONJ
cana-737	240	37	privacy	privacy	NOUN
cana-737	240	38	,	,	PUNCT
cana-737	240	39	vol	vol	NOUN
cana-737	240	40	.	.	PROPN
cana-737	240	41	2	2	NUM
cana-737	240	42	,	,	PUNCT
cana-737	240	43	no	no	INTJ
cana-737	240	44	.	.	NOUN
cana-737	240	45	2	2	NUM
cana-737	240	46	,	,	PUNCT
cana-737	240	47	pp	pp	ADJ
cana-737	240	48	.	.	PUNCT
cana-737	241	1	358	358	NUM
cana-737	241	2	-	-	SYM
cana-737	241	3	378	378	NUM
cana-737	241	4	,	,	PUNCT
cana-737	241	5	may	may	AUX
cana-737	241	6	2022	2022	NUM
cana-737	241	7	.	.	PUNCT
cana-737	242	1	[	[	X
cana-737	242	2	online	online	X
cana-737	242	3	]	]	X
cana-737	242	4	.	.	PUNCT
cana-737	243	1	available	available	ADJ
cana-737	243	2	:	:	PUNCT
cana-737	243	3	https://doi.org/10.3390/jcp2020019	https://doi.org/10.3390/jcp2020019	NUM
cana-737	243	4	[	[	X
cana-737	243	5	6	6	NUM
cana-737	243	6	]	]	X
cana-737	243	7	a.j	a.j	PROPN
cana-737	243	8	.	.	PROPN
cana-737	243	9	schmitz	schmitz	PROPN
cana-737	243	10	,	,	PUNCT
cana-737	243	11	"	"	PUNCT
cana-737	243	12	making	make	VERB
cana-737	243	13	smart	smart	ADJ
cana-737	243	14	contracts	contract	NOUN
cana-737	243	15	'	'	PUNCT
cana-737	243	16	smarter	smart	ADJ
cana-737	243	17	'	'	PUNCT
cana-737	243	18	with	with	ADP
cana-737	243	19	online	online	ADJ
cana-737	243	20	arbitration	arbitration	NOUN
cana-737	243	21	(	(	PUNCT
cana-737	243	22	contratos	contratos	PROPN
cana-737	243	23	inteligentes	inteligente	VERB
cana-737	243	24	'	'	PUNCT
cana-737	243	25	mais	mais	X
cana-737	243	26	inteligentes	inteligente	NOUN
cana-737	243	27	'	'	PART
cana-737	243	28	com	com	NOUN
cana-737	243	29	arbitragem	arbitragem	NOUN
cana-737	243	30	)	)	PUNCT
cana-737	243	31	,	,	PUNCT
cana-737	243	32	"	"	PUNCT
cana-737	243	33	ssrn	ssrn	PROPN
cana-737	243	34	electronic	electronic	ADJ
cana-737	243	35	journal	journal	NOUN
cana-737	243	36	,	,	PUNCT
cana-737	243	37	2022	2022	NUM
cana-737	243	38	.	.	PUNCT
cana-737	244	1	[	[	X
cana-737	244	2	online	online	X
cana-737	244	3	]	]	X
cana-737	244	4	.	.	PUNCT
cana-737	245	1	available	available	ADJ
cana-737	245	2	:	:	PUNCT
cana-737	246	1	https://doi.org/10.2	https://doi.org/10.2	NOUN
cana-737	246	2	139	139	NUM
cana-737	246	3	/	/	SYM
cana-737	246	4	ssrn.4188129	ssrn.4188129	PROPN
cana-737	247	1	[	[	X
cana-737	247	2	7	7	NUM
cana-737	247	3	]	]	X
cana-737	247	4	i.	i.	NOUN
cana-737	247	5	nikoli	nikoli	PROPN
cana-737	247	6	,	,	PUNCT
cana-737	247	7	a.	a.	PROPN
cana-737	247	8	kolluri	kolluri	PROPN
cana-737	247	9	,	,	PUNCT
cana-737	247	10	i.	i.	PROPN
cana-737	247	11	sergey	sergey	PROPN
cana-737	247	12	,	,	PUNCT
cana-737	247	13	p.	p.	PROPN
cana-737	247	14	saxena	saxena	PROPN
cana-737	247	15	,	,	PUNCT
cana-737	247	16	and	and	CCONJ
cana-737	247	17	a.	a.	NOUN
cana-737	247	18	hobor	hobor	NOUN
cana-737	247	19	,	,	PUNCT
cana-737	247	20	"	"	PUNCT
cana-737	247	21	finding	find	VERB
cana-737	247	22	the	the	DET
cana-737	247	23	greedy	greedy	ADJ
cana-737	247	24	,	,	PUNCT
cana-737	247	25	prodigal	prodigal	ADJ
cana-737	247	26	,	,	PUNCT
cana-737	247	27	and	and	CCONJ
cana-737	247	28	suicidal	suicidal	ADJ
cana-737	247	29	contracts	contract	NOUN
cana-737	247	30	at	at	ADP
cana-737	247	31	scale	scale	NOUN
cana-737	247	32	,	,	PUNCT
cana-737	247	33	"	"	PUNCT
cana-737	247	34	in	in	ADP
cana-737	247	35	proceedings	proceeding	NOUN
cana-737	247	36	of	of	ADP
cana-737	247	37	the	the	DET
cana-737	247	38	34th	34th	ADJ
cana-737	247	39	annual	annual	ADJ
cana-737	247	40	computer	computer	NOUN
cana-737	247	41	security	security	NOUN
cana-737	247	42	applications	application	NOUN
cana-737	247	43	conference	conference	NOUN
cana-737	247	44	,	,	PUNCT
cana-737	247	45	dec	dec	PROPN
cana-737	247	46	.	.	PROPN
cana-737	247	47	2018	2018	NUM
cana-737	247	48	,	,	PUNCT
cana-737	247	49	pp	pp	ADJ
cana-737	247	50	.	.	PUNCT
cana-737	248	1	653–663	653–663	NUM
cana-737	248	2	.	.	PUNCT
cana-737	249	1	[	[	X
cana-737	249	2	online	online	X
cana-737	249	3	]	]	X
cana-737	249	4	.	.	PUNCT
cana-737	250	1	available	available	ADJ
cana-737	250	2	:	:	PUNCT
cana-737	250	3	https://doi.org/10.1145/3274694.3274743	https://doi.org/10.1145/3274694.3274743	NOUN
cana-737	250	4	[	[	X
cana-737	250	5	8	8	NUM
cana-737	250	6	]	]	X
cana-737	250	7	h.	h.	NOUN
cana-737	250	8	taherdoost	taherdoost	PROPN
cana-737	250	9	,	,	PUNCT
cana-737	250	10	"	"	PUNCT
cana-737	250	11	smart	smart	ADJ
cana-737	250	12	contracts	contract	NOUN
cana-737	250	13	in	in	ADP
cana-737	250	14	blockchain	blockchain	PROPN
cana-737	250	15	technology	technology	PROPN
cana-737	250	16	:	:	PUNCT
cana-737	250	17	a	a	DET
cana-737	250	18	critical	critical	ADJ
cana-737	250	19	review	review	NOUN
cana-737	250	20	,	,	PUNCT
cana-737	250	21	"	"	PUNCT
cana-737	250	22	information	information	NOUN
cana-737	250	23	,	,	PUNCT
cana-737	250	24	vol	vol	NOUN
cana-737	250	25	.	.	PROPN
cana-737	250	26	14	14	NUM
cana-737	250	27	,	,	PUNCT
cana-737	250	28	no	no	INTJ
cana-737	250	29	.	.	NOUN
cana-737	250	30	2	2	NUM
cana-737	250	31	,	,	PUNCT
cana-737	250	32	p.p	p.p	PROPN
cana-737	250	33	117	117	NUM
cana-737	250	34	,	,	PUNCT
cana-737	250	35	feb	feb	PROPN
cana-737	250	36	.	.	PROPN
cana-737	250	37	2023	2023	NUM
cana-737	250	38	.	.	PUNCT
cana-737	251	1	[	[	X
cana-737	251	2	online	online	X
cana-737	251	3	]	]	X
cana-737	251	4	.	.	PUNCT
cana-737	252	1	available	available	ADJ
cana-737	252	2	:	:	PUNCT
cana-737	253	1	https://doi.org/10.3390/info14020117	https://doi.org/10.3390/info14020117	PROPN
cana-737	254	1	[	[	X
cana-737	254	2	9	9	NUM
cana-737	254	3	]	]	X
cana-737	254	4	lp.s.p	lp.s.p	PROPN
cana-737	254	5	.	.	PUNCT
cana-737	255	1	wardhana	wardhana	PROPN
cana-737	255	2	,	,	PUNCT
cana-737	255	3	g.	g.	PROPN
cana-737	255	4	r.	r.	PROPN
cana-737	255	5	dantes	dantes	PROPN
cana-737	255	6	,	,	PUNCT
cana-737	255	7	and	and	CCONJ
cana-737	255	8	k.	k.	PROPN
cana-737	255	9	y.	y.	PROPN
cana-737	255	10	e.	e.	PROPN
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cana-737	255	13	"	"	PUNCT
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cana-737	255	18	transactions	transaction	NOUN
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cana-737	255	20	ethereum	ethereum	NOUN
cana-737	255	21	blockchain	blockchain	PROPN
cana-737	255	22	ethereum	ethereum	NOUN
cana-737	255	23	in	in	ADP
cana-737	255	24	a	a	DET
cana-737	255	25	case	case	NOUN
cana-737	255	26	study	study	NOUN
cana-737	255	27	of	of	ADP
cana-737	255	28	credit	credit	NOUN
cana-737	255	29	applications	application	NOUN
cana-737	255	30	in	in	ADP
cana-737	255	31	banking	banking	NOUN
cana-737	255	32	,	,	PUNCT
cana-737	255	33	"	"	PUNCT
cana-737	255	34	journal	journal	NOUN
cana-737	255	35	of	of	ADP
cana-737	255	36	physics	physics	PROPN
cana-737	255	37	:	:	PUNCT
cana-737	255	38	conference	conference	NOUN
cana-737	255	39	series	series	NOUN
cana-737	255	40	,	,	PUNCT
cana-737	255	41	vol	vol	NOUN
cana-737	255	42	.	.	PROPN
cana-737	255	43	1516	1516	NUM
cana-737	255	44	,	,	PUNCT
cana-737	255	45	pp	pp	ADJ
cana-737	255	46	.	.	PUNCT
cana-737	255	47	012020	012020	NUM
cana-737	255	48	,	,	PUNCT
cana-737	255	49	apr	apr	PROPN
cana-737	255	50	.	.	PUNCT
cana-737	255	51	2020	2020	NUM
cana-737	255	52	.	.	PUNCT
cana-737	256	1	[	[	X
cana-737	256	2	online	online	X
cana-737	256	3	]	]	X
cana-737	256	4	.	.	PUNCT
cana-737	257	1	available	available	ADJ
cana-737	257	2	:	:	PUNCT
cana-737	258	1	https://doi.org/10.1088/1742-6596/1516/1/012020	https://doi.org/10.1088/1742-6596/1516/1/012020	NUM
cana-737	259	1	[	[	X
cana-737	259	2	10	10	NUM
cana-737	259	3	]	]	PUNCT
cana-737	259	4	b.	b.	PROPN
cana-737	259	5	jiang	jiang	PROPN
cana-737	259	6	.	.	PUNCT
cana-737	260	1	y.	y.	PROPN
cana-737	260	2	liu	liu	PROPN
cana-737	260	3	,	,	PUNCT
cana-737	260	4	and	and	CCONJ
cana-737	260	5	w.	w.	PROPN
cana-737	260	6	k.	k.	PROPN
cana-737	260	7	chan	chan	PROPN
cana-737	260	8	,	,	PUNCT
cana-737	260	9	"	"	PUNCT
cana-737	260	10	contractuzzer	contractuzzer	NOUN
cana-737	260	11	:	:	PUNCT
cana-737	260	12	fuzzing	fuzze	VERB
cana-737	260	13	smart	smart	ADJ
cana-737	260	14	contracts	contract	NOUN
cana-737	260	15	for	for	ADP
cana-737	260	16	vulnerability	vulnerability	NOUN
cana-737	260	17	detection	detection	NOUN
cana-737	260	18	,	,	PUNCT
cana-737	260	19	"	"	PUNCT
cana-737	260	20	in	in	ADP
cana-737	260	21	proceedings	proceeding	NOUN
cana-737	260	22	of	of	ADP
cana-737	260	23	the	the	DET
cana-737	260	24	33rd	33rd	PROPN
cana-737	260	25	acm	acm	PROPN
cana-737	260	26	/	/	SYM
cana-737	260	27	ieee	ieee	PROPN
cana-737	260	28	international	international	ADJ
cana-737	260	29	conference	conference	NOUN
cana-737	260	30	on	on	ADP
cana-737	260	31	automated	automate	VERB
cana-737	260	32	software	software	NOUN
cana-737	260	33	engineering	engineering	NOUN
cana-737	260	34	,	,	PUNCT
cana-737	260	35	sep	sep	PROPN
cana-737	260	36	.	.	PROPN
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cana-737	260	38	,	,	PUNCT
cana-737	260	39	pp	pp	ADJ
cana-737	260	40	.	.	PUNCT
cana-737	261	1	259–269	259–269	NUM
cana-737	261	2	.	.	PUNCT
cana-737	262	1	[	[	X
cana-737	262	2	online	online	X
cana-737	262	3	]	]	X
cana-737	262	4	.	.	PUNCT
cana-737	263	1	available	available	ADJ
cana-737	263	2	:	:	PUNCT
cana-737	263	3	https://doi.org/10.1145/3238147.3238177	https://doi.org/10.1145/3238147.3238177	PRON
cana-737	264	1	[	[	X
cana-737	264	2	11	11	NUM
cana-737	264	3	]	]	X
cana-737	264	4	l.	l.	PROPN
cana-737	264	5	luu	luu	PROPN
cana-737	264	6	,	,	PUNCT
cana-737	264	7	v.	v.	PROPN
cana-737	264	8	narayanan	narayanan	PROPN
cana-737	264	9	,	,	PUNCT
cana-737	264	10	c.	c.	PROPN
cana-737	264	11	zh	zh	PROPN
cana-737	264	12	eng	eng	PROPN
cana-737	264	13	,	,	PUNCT
cana-737	264	14	k.	k.	PROPN
cana-737	264	15	bawcja	bawcja	PROPN
cana-737	264	16	,	,	PUNCT
cana-737	264	17	s.	s.	PROPN
cana-737	264	18	gilbert	gilbert	PROPN
cana-737	264	19	,	,	PUNCT
cana-737	264	20	and	and	CCONJ
cana-737	264	21	p.	p.	PROPN
cana-737	264	22	sax	sax	PROPN
cana-737	264	23	ena	ena	PROPN
cana-737	264	24	,	,	PUNCT
cana-737	264	25	"	"	PUNCT
cana-737	264	26	a	a	DET
cana-737	264	27	secure	secure	ADJ
cana-737	264	28	sharding	sharding	NOUN
cana-737	264	29	protocol	protocol	NOUN
cana-737	264	30	for	for	ADP
cana-737	264	31	open	open	ADJ
cana-737	264	32	blockchains	blockchain	NOUN
cana-737	264	33	,	,	PUNCT
cana-737	264	34	"	"	PUNCT
cana-737	264	35	in	in	ADP
cana-737	264	36	proceedings	proceeding	NOUN
cana-737	264	37	of	of	ADP
cana-737	264	38	the	the	DET
cana-737	264	39	acm	acm	PROPN
cana-737	264	40	sigsac	sigsac	NOUN
cana-737	264	41	conference	conference	PROPN
cana-737	264	42	on	on	ADP
cana-737	264	43	computer	computer	NOUN
cana-737	264	44	and	and	CCONJ
cana-737	264	45	communications	communication	NOUN
cana-737	264	46	security	security	NOUN
cana-737	264	47	,	,	PUNCT
cana-737	264	48	oct	oct	PROPN
cana-737	264	49	.	.	PROPN
cana-737	264	50	2016	2016	NUM
cana-737	264	51	,	,	PUNCT
cana-737	264	52	pp	pp	ADJ
cana-737	264	53	.	.	PUNCT
cana-737	265	1	17–30	17–30	NUM
cana-737	265	2	.	.	PUNCT
cana-737	266	1	[	[	X
cana-737	266	2	online	online	X
cana-737	266	3	]	]	X
cana-737	266	4	.	.	PUNCT
cana-737	267	1	available	available	ADJ
cana-737	267	2	:	:	PUNCT
cana-737	267	3	https://doi.org/10.1145/2976749.2978389	https://doi.org/10.1145/2976749.2978389	NOUN
cana-737	268	1	[	[	X
cana-737	268	2	12	12	NUM
cana-737	268	3	]	]	X
cana-737	268	4	r.	r.	PROPN
cana-737	268	5	m.	m.	PROPN
cana-737	268	6	aziz	aziz	PROPN
cana-737	268	7	,	,	PUNCT
cana-737	268	8	m.	m.	PROPN
cana-737	268	9	f.	f.	PROPN
cana-737	268	10	baluch	baluch	PROPN
cana-737	268	11	,	,	PUNCT
cana-737	268	12	s.	s.	PROPN
cana-737	268	13	patel	patel	PROPN
cana-737	268	14	,	,	PUNCT
cana-737	268	15	and	and	CCONJ
cana-737	268	16	a.	a.	PROPN
cana-737	268	17	h.	h.	PROPN
cana-737	268	18	ganie	ganie	PROPN
cana-737	268	19	,	,	PUNCT
cana-737	268	20	"	"	PUNCT
cana-737	268	21	lgbm	lgbm	ADJ
cana-737	268	22	:	:	PUNCT
cana-737	268	23	a	a	DET
cana-737	268	24	machine	machine	NOUN
cana-737	268	25	learning	learn	VERB
cana-737	268	26	approach	approach	NOUN
cana-737	268	27	for	for	ADP
cana-737	268	28	ethereum	ethereum	NOUN
cana-737	268	29	fraud	fraud	NOUN
cana-737	268	30	detection	detection	NOUN
cana-737	268	31	,	,	PUNCT
cana-737	268	32	"	"	PUNCT
cana-737	268	33	international	international	ADJ
cana-737	268	34	journal	journal	NOUN
cana-737	268	35	of	of	ADP
cana-737	268	36	information	information	NOUN
cana-737	268	37	technology	technology	NOUN
cana-737	268	38	,	,	PUNCT
cana-737	268	39	vol	vol	NOUN
cana-737	268	40	.	.	PROPN
cana-737	268	41	14	14	NUM
cana-737	268	42	,	,	PUNCT
cana-737	268	43	no	no	INTJ
cana-737	268	44	.	.	NOUN
cana-737	268	45	7	7	NUM
cana-737	268	46	,	,	PUNCT
cana-737	268	47	pp	pp	ADJ
cana-737	268	48	.	.	PUNCT
cana-737	269	1	3321–3331	3321–3331	NUM
cana-737	269	2	,	,	PUNCT
cana-737	269	3	jan	jan	PROPN
cana-737	269	4	.	.	PROPN
cana-737	269	5	2022	2022	NUM
cana-737	269	6	.	.	PUNCT
cana-737	270	1	[	[	X
cana-737	270	2	online	online	X
cana-737	270	3	]	]	X
cana-737	270	4	.	.	PUNCT
cana-737	271	1	available	available	ADJ
cana-737	271	2	:	:	PUNCT
cana-737	271	3	https://dx.doi.org/10.1007/s41870-022-00864-6	https://dx.doi.org/10.1007/s41870-022-00864-6	PROPN
cana-737	272	1	[	[	X
cana-737	272	2	13	13	NUM
cana-737	272	3	]	]	X
cana-737	272	4	siddamsetti	siddamsetti	PROPN
cana-737	272	5	,	,	PUNCT
cana-737	272	6	s.	s.	PROPN
cana-737	272	7	,	,	PUNCT
cana-737	272	8	&	&	CCONJ
cana-737	272	9	srivenkatesh	srivenkatesh	PROPN
cana-737	272	10	,	,	PUNCT
cana-737	272	11	m.	m.	NOUN
cana-737	272	12	,	,	PUNCT
cana-737	272	13	“	"	PUNCT
cana-737	272	14	efficient	efficient	ADJ
cana-737	272	15	fraud	fraud	NOUN
cana-737	272	16	detection	detection	NOUN
cana-737	272	17	in	in	ADP
cana-737	272	18	ethereum	ethereum	NOUN
cana-737	272	19	blockchain	blockchain	PROPN
cana-737	272	20	through	through	ADP
cana-737	272	21	machine	machine	NOUN
cana-737	272	22	learning	learning	NOUN
cana-737	272	23	and	and	CCONJ
cana-737	272	24	deep	deep	ADJ
cana-737	272	25	learning	learning	NOUN
cana-737	272	26	approaches	approach	NOUN
cana-737	272	27	.	.	PUNCT
cana-737	273	1	,	,	PUNCT
cana-737	273	2	”	"	PUNCT
cana-737	273	3	international	international	ADJ
cana-737	273	4	journal	journal	NOUN
cana-737	273	5	on	on	ADP
cana-737	273	6	recent	recent	ADJ
cana-737	273	7	and	and	CCONJ
cana-737	273	8	innovation	innovation	NOUN
cana-737	273	9	trends	trend	NOUN
cana-737	273	10	in	in	ADP
cana-737	273	11	computing	computing	NOUN
cana-737	273	12	and	and	CCONJ
cana-737	273	13	communication	communication	NOUN
cana-737	273	14	,	,	PUNCT
cana-737	273	15	vol.11	vol.11	PROPN
cana-737	273	16	,	,	PUNCT
cana-737	273	17	no.11s	no.11s	PROPN
cana-737	273	18	,	,	PUNCT
cana-737	273	19	pp	pp	ADJ
cana-737	273	20	.	.	PUNCT
cana-737	274	1	71–82	71–82	NUM
cana-737	274	2	.	.	PUNCT
cana-737	274	3	2023	2023	NUM
cana-737	274	4	.	.	PUNCT
cana-737	275	1	[	[	X
cana-737	275	2	online	online	X
cana-737	275	3	]	]	X
cana-737	275	4	.	.	PUNCT
cana-737	276	1	available	available	ADJ
cana-737	276	2	:	:	PUNCT
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cana-737	276	4	[	[	X
cana-737	276	5	14	14	NUM
cana-737	276	6	]	]	SYM
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cana-737	276	8	,	,	PUNCT
cana-737	276	9	david	david	PROPN
cana-737	276	10	,	,	PUNCT
cana-737	276	11	“	"	PUNCT
cana-737	276	12	smart	smart	ADJ
cana-737	276	13	contract	contract	NOUN
cana-737	276	14	weder	weder	NOUN
cana-737	276	15	smart	smart	ADJ
cana-737	276	16	,	,	PUNCT
cana-737	276	17	noch	noch	PROPN
cana-737	276	18	ein	ein	NOUN
cana-737	276	19	vertrag	vertrag	NOUN
cana-737	276	20	?	?	PUNCT
cana-737	277	1	(	(	PUNCT
cana-737	277	2	smart	smart	ADJ
cana-737	277	3	contract	contract	NOUN
cana-737	277	4	neither	neither	CCONJ
cana-737	277	5	smart	smart	ADJ
cana-737	277	6	,	,	PUNCT
cana-737	277	7	nor	nor	CCONJ
cana-737	277	8	a	a	DET
cana-737	277	9	contract	contract	NOUN
cana-737	277	10	?	?	PUNCT
cana-737	277	11	)	)	PUNCT
cana-737	277	12	,	,	PUNCT
cana-737	277	13	”	"	PUNCT
cana-737	277	14	ssrn	ssrn	PROPN
cana-737	277	15	electronic	electronic	ADJ
cana-737	277	16	journal	journal	NOUN
cana-737	277	17	,	,	PUNCT
cana-737	277	18	2018	2018	NUM
cana-737	277	19	.	.	PUNCT
cana-737	278	1	[	[	X
cana-737	278	2	online	online	X
cana-737	278	3	]	]	X
cana-737	278	4	.	.	PUNCT
cana-737	279	1	available	available	ADJ
cana-737	279	2	:	:	PUNCT
cana-737	279	3	http://dx.doi.org/10.2139/ssrn.3384732	http://dx.doi.org/10.2139/ssrn.3384732	ADP
cana-737	279	4	https://doi.org/10.17762/ijritce.v9i9.5489	https://doi.org/10.17762/ijritce.v9i9.5489	PROPN
cana-737	279	5	https://doi.org/10.3390/jcp2020019	https://doi.org/10.3390/jcp2020019	NUM
cana-737	279	6	https://doi.org/10.2%20139/ssrn.4188129	https://doi.org/10.2%20139/ssrn.4188129	PROPN
cana-737	279	7	https://doi.org/10.1145/3274694.3274743	https://doi.org/10.1145/3274694.3274743	NOUN
cana-737	279	8	https://doi.org/10.3390/info14020117	https://doi.org/10.3390/info14020117	PROPN
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cana-737	279	10	https://doi.org/10.1145/3238147.3238177	https://doi.org/10.1145/3238147.3238177	PRON
cana-737	279	11	https://doi.org/10.1145/2976749.2978389	https://doi.org/10.1145/2976749.2978389	NOUN
cana-737	279	12	https://dx.doi.org/10.1007/s41870-022-00864-6	https://dx.doi.org/10.1007/s41870-022-00864-6	PROPN
cana-737	279	13	https://doi.org/10.17762/ijritcc.v11i11s.8072	https://doi.org/10.17762/ijritcc.v11i11s.8072	NOUN
cana-737	279	14	http://dx.doi.org/10.2139/ssrn.3384732	http://dx.doi.org/10.2139/ssrn.3384732	X