id	sid	tid	token	lemma	pos
cuesj-535	1	1	tx_1	tx_1	PROPN
cuesj-535	1	2	~	~	X
cuesj-535	1	3	abs	ab	NOUN
cuesj-535	1	4	:	:	PUNCT
cuesj-535	1	5	at	at	ADP
cuesj-535	1	6	/	/	SYM
cuesj-535	1	7	add	add	VERB
cuesj-535	1	8	:	:	PUNCT
cuesj-535	1	9	tx_2	tx_2	PROPN
cuesj-535	1	10	~	~	NOUN
cuesj-535	1	11	abs	ab	NOUN
cuesj-535	1	12	:	:	PUNCT
cuesj-535	1	13	at	at	ADP
cuesj-535	1	14	47	47	NUM
cuesj-535	1	15	http://journals.cihanuniversity.edu.iq/index.php/cuesj	http://journals.cihanuniversity.edu.iq/index.php/cuesj	ADJ
cuesj-535	1	16	cuesj	cuesj	ADJ
cuesj-535	1	17	2022	2022	NUM
cuesj-535	1	18	,	,	PUNCT
cuesj-535	1	19	6	6	NUM
cuesj-535	1	20	(	(	PUNCT
cuesj-535	1	21	1	1	NUM
cuesj-535	1	22	):	):	PUNCT
cuesj-535	1	23	47	47	NUM
cuesj-535	1	24	-	-	SYM
cuesj-535	1	25	52	52	NUM
cuesj-535	1	26	research	research	NOUN
cuesj-535	1	27	article	article	NOUN
cuesj-535	1	28	distributed	distribute	VERB
cuesj-535	1	29	denial	denial	NOUN
cuesj-535	1	30	of	of	ADP
cuesj-535	1	31	service	service	NOUN
cuesj-535	1	32	attacks	attack	NOUN
cuesj-535	1	33	on	on	ADP
cuesj-535	1	34	cloud	cloud	NOUN
cuesj-535	1	35	computing	computing	NOUN
cuesj-535	1	36	environment	environment	NOUN
cuesj-535	1	37	:	:	PUNCT
cuesj-535	1	38	a	a	DET
cuesj-535	1	39	comprehensive	comprehensive	ADJ
cuesj-535	1	40	review	review	NOUN
cuesj-535	1	41	israa	israa	NOUN
cuesj-535	1	42	t.	t.	PROPN
cuesj-535	1	43	aziz1	aziz1	PROPN
cuesj-535	1	44	,	,	PUNCT
cuesj-535	1	45	ihsan	ihsan	PROPN
cuesj-535	1	46	h.	h.	PROPN
cuesj-535	1	47	abdulqadder2	abdulqadder2	PROPN
cuesj-535	1	48	,	,	PUNCT
cuesj-535	1	49	thakwan	thakwan	ADP
cuesj-535	1	50	a.	a.	NOUN
cuesj-535	1	51	jawad3	jawad3	PROPN
cuesj-535	2	1	1computer	1computer	NUM
cuesj-535	2	2	center	center	NOUN
cuesj-535	2	3	,	,	PUNCT
cuesj-535	2	4	university	university	NOUN
cuesj-535	2	5	of	of	ADP
cuesj-535	2	6	mosul	mosul	PROPN
cuesj-535	2	7	,	,	PUNCT
cuesj-535	2	8	mosul	mosul	PROPN
cuesj-535	2	9	,	,	PUNCT
cuesj-535	2	10	iraq	iraq	PROPN
cuesj-535	2	11	,	,	PUNCT
cuesj-535	2	12	2department	2department	NUM
cuesj-535	2	13	of	of	ADP
cuesj-535	2	14	informatics	informatic	NOUN
cuesj-535	2	15	and	and	CCONJ
cuesj-535	2	16	software	software	NOUN
cuesj-535	2	17	engineering	engineering	NOUN
cuesj-535	2	18	,	,	PUNCT
cuesj-535	2	19	cihan	cihan	VERB
cuesj-535	2	20	university	university	NOUN
cuesj-535	2	21	-	-	PUNCT
cuesj-535	2	22	erbil	erbil	PROPN
cuesj-535	2	23	,	,	PUNCT
cuesj-535	2	24	kurdistan	kurdistan	PROPN
cuesj-535	2	25	region	region	NOUN
cuesj-535	2	26	,	,	PUNCT
cuesj-535	2	27	iraq	iraq	PROPN
cuesj-535	2	28	,	,	PUNCT
cuesj-535	2	29	3department	3department	NUM
cuesj-535	2	30	of	of	ADP
cuesj-535	2	31	system	system	NOUN
cuesj-535	2	32	and	and	CCONJ
cuesj-535	2	33	control	control	PROPN
cuesj-535	2	34	engineering	engineering	PROPN
cuesj-535	2	35	,	,	PUNCT
cuesj-535	2	36	college	college	NOUN
cuesj-535	2	37	of	of	ADP
cuesj-535	2	38	electronic	electronic	ADJ
cuesj-535	2	39	engineering	engineering	NOUN
cuesj-535	2	40	,	,	PUNCT
cuesj-535	2	41	ninevah	ninevah	ADJ
cuesj-535	2	42	university	university	NOUN
cuesj-535	2	43	,	,	PUNCT
cuesj-535	2	44	mosul	mosul	PROPN
cuesj-535	2	45	41002	41002	NUM
cuesj-535	2	46	,	,	PUNCT
cuesj-535	2	47	iraq	iraq	PROPN
cuesj-535	2	48	abstract	abstract	VERB
cuesj-535	2	49	the	the	DET
cuesj-535	2	50	incorporation	incorporation	NOUN
cuesj-535	2	51	of	of	ADP
cuesj-535	2	52	numerous	numerous	ADJ
cuesj-535	2	53	technologies	technology	NOUN
cuesj-535	2	54	into	into	ADP
cuesj-535	2	55	the	the	DET
cuesj-535	2	56	traditional	traditional	ADJ
cuesj-535	2	57	network	network	NOUN
cuesj-535	2	58	makes	make	VERB
cuesj-535	2	59	it	it	PRON
cuesj-535	2	60	difficult	difficult	ADJ
cuesj-535	2	61	to	to	PART
cuesj-535	2	62	complete	complete	VERB
cuesj-535	2	63	new	new	ADJ
cuesj-535	2	64	demands	demand	NOUN
cuesj-535	2	65	such	such	ADJ
cuesj-535	2	66	as	as	ADP
cuesj-535	2	67	security	security	NOUN
cuesj-535	2	68	.	.	PUNCT
cuesj-535	3	1	the	the	DET
cuesj-535	3	2	widespread	widespread	ADJ
cuesj-535	3	3	conception	conception	NOUN
cuesj-535	3	4	of	of	ADP
cuesj-535	3	5	telecommunication	telecommunication	NOUN
cuesj-535	3	6	technologies	technology	NOUN
cuesj-535	3	7	in	in	ADP
cuesj-535	3	8	the	the	DET
cuesj-535	3	9	last	last	ADJ
cuesj-535	3	10	decade	decade	NOUN
cuesj-535	3	11	has	have	VERB
cuesj-535	3	12	an	an	DET
cuesj-535	3	13	increased	increase	VERB
cuesj-535	3	14	in	in	ADP
cuesj-535	3	15	the	the	DET
cuesj-535	3	16	number	number	NOUN
cuesj-535	3	17	of	of	ADP
cuesj-535	3	18	more	more	ADV
cuesj-535	3	19	attractive	attractive	ADJ
cuesj-535	3	20	security	security	NOUN
cuesj-535	3	21	threats	threat	NOUN
cuesj-535	3	22	.	.	PUNCT
cuesj-535	4	1	however	however	ADV
cuesj-535	4	2	,	,	PUNCT
cuesj-535	4	3	the	the	DET
cuesj-535	4	4	new	new	ADJ
cuesj-535	4	5	technology	technology	NOUN
cuesj-535	4	6	also	also	ADV
cuesj-535	4	7	created	create	VERB
cuesj-535	4	8	many	many	ADJ
cuesj-535	4	9	new	new	ADJ
cuesj-535	4	10	security	security	NOUN
cuesj-535	4	11	concerns	concern	NOUN
cuesj-535	4	12	,	,	PUNCT
cuesj-535	4	13	and	and	CCONJ
cuesj-535	4	14	the	the	DET
cuesj-535	4	15	threat	threat	NOUN
cuesj-535	4	16	of	of	ADP
cuesj-535	4	17	distributed	distribute	VERB
cuesj-535	4	18	denial	denial	NOUN
cuesj-535	4	19	of	of	ADP
cuesj-535	4	20	service	service	NOUN
cuesj-535	4	21	attacks	attack	NOUN
cuesj-535	4	22	(	(	PUNCT
cuesj-535	4	23	ddos	ddos	NOUN
cuesj-535	4	24	)	)	PUNCT
cuesj-535	4	25	attack	attack	NOUN
cuesj-535	4	26	is	be	AUX
cuesj-535	4	27	one	one	NUM
cuesj-535	4	28	of	of	ADP
cuesj-535	4	29	the	the	DET
cuesj-535	4	30	major	major	ADJ
cuesj-535	4	31	concerns	concern	NOUN
cuesj-535	4	32	.	.	PUNCT
cuesj-535	5	1	this	this	DET
cuesj-535	5	2	paper	paper	NOUN
cuesj-535	5	3	presents	present	VERB
cuesj-535	5	4	a	a	DET
cuesj-535	5	5	comprehensive	comprehensive	ADJ
cuesj-535	5	6	review	review	NOUN
cuesj-535	5	7	of	of	ADP
cuesj-535	5	8	state	state	NOUN
cuesj-535	5	9	-	-	PUNCT
cuesj-535	5	10	of	of	ADP
cuesj-535	5	11	-	-	PUNCT
cuesj-535	5	12	the	the	DET
cuesj-535	5	13	-	-	PUNCT
cuesj-535	5	14	art	art	NOUN
cuesj-535	5	15	techniques	technique	NOUN
cuesj-535	5	16	to	to	PART
cuesj-535	5	17	detect	detect	VERB
cuesj-535	5	18	ddos	ddo	NOUN
cuesj-535	5	19	attacks	attack	NOUN
cuesj-535	5	20	.	.	PUNCT
cuesj-535	6	1	it	it	PRON
cuesj-535	6	2	aimed	aim	VERB
cuesj-535	6	3	to	to	PART
cuesj-535	6	4	describe	describe	VERB
cuesj-535	6	5	various	various	ADJ
cuesj-535	6	6	kinds	kind	NOUN
cuesj-535	6	7	of	of	ADP
cuesj-535	6	8	ddos	ddos	NOUN
cuesj-535	6	9	attacks	attack	NOUN
cuesj-535	6	10	such	such	ADJ
cuesj-535	6	11	as	as	ADP
cuesj-535	6	12	peer	peer	NOUN
cuesj-535	6	13	-	-	PUNCT
cuesj-535	6	14	to	to	ADP
cuesj-535	6	15	-	-	PUNCT
cuesj-535	6	16	peer	peer	NOUN
cuesj-535	6	17	based	base	VERB
cuesj-535	6	18	,	,	PUNCT
cuesj-535	6	19	web	web	NOUN
cuesj-535	6	20	-	-	PUNCT
cuesj-535	6	21	based	base	VERB
cuesj-535	6	22	,	,	PUNCT
cuesj-535	6	23	and	and	CCONJ
cuesj-535	6	24	internet	internet	NOUN
cuesj-535	6	25	relay	relay	NOUN
cuesj-535	6	26	chat	chat	NOUN
cuesj-535	6	27	-	-	PUNCT
cuesj-535	6	28	based	base	VERB
cuesj-535	6	29	.	.	PUNCT
cuesj-535	7	1	in	in	ADP
cuesj-535	7	2	addition	addition	NOUN
cuesj-535	7	3	,	,	PUNCT
cuesj-535	7	4	the	the	DET
cuesj-535	7	5	critical	critical	ADJ
cuesj-535	7	6	challenges	challenge	NOUN
cuesj-535	7	7	against	against	ADP
cuesj-535	7	8	effective	effective	ADJ
cuesj-535	7	9	ddos	ddo	NOUN
cuesj-535	7	10	defense	defense	NOUN
cuesj-535	7	11	mechanisms	mechanism	NOUN
cuesj-535	7	12	are	be	AUX
cuesj-535	7	13	also	also	ADV
cuesj-535	7	14	explored	explore	VERB
cuesj-535	7	15	.	.	PUNCT
cuesj-535	8	1	finally	finally	ADV
cuesj-535	8	2	,	,	PUNCT
cuesj-535	8	3	the	the	DET
cuesj-535	8	4	limitations	limitation	NOUN
cuesj-535	8	5	of	of	ADP
cuesj-535	8	6	several	several	ADJ
cuesj-535	8	7	ddos	ddo	NOUN
cuesj-535	8	8	attack	attack	NOUN
cuesj-535	8	9	detection	detection	NOUN
cuesj-535	8	10	approaches	approach	NOUN
cuesj-535	8	11	are	be	AUX
cuesj-535	8	12	highlighted	highlight	VERB
cuesj-535	8	13	.	.	PUNCT
cuesj-535	9	1	keywords	keyword	NOUN
cuesj-535	9	2	:	:	PUNCT
cuesj-535	9	3	distributed	distribute	VERB
cuesj-535	9	4	denial	denial	NOUN
cuesj-535	9	5	of	of	ADP
cuesj-535	9	6	service	service	NOUN
cuesj-535	9	7	attacks	attack	NOUN
cuesj-535	9	8	,	,	PUNCT
cuesj-535	9	9	cloud	cloud	NOUN
cuesj-535	9	10	computing	computing	NOUN
cuesj-535	9	11	environment	environment	NOUN
cuesj-535	9	12	,	,	PUNCT
cuesj-535	9	13	peer	peer	NOUN
cuesj-535	9	14	-	-	PUNCT
cuesj-535	9	15	to	to	ADP
cuesj-535	9	16	-	-	PUNCT
cuesj-535	9	17	peer	peer	NOUN
cuesj-535	9	18	,	,	PUNCT
cuesj-535	9	19	internet	internet	NOUN
cuesj-535	9	20	relay	relay	NOUN
cuesj-535	9	21	chat	chat	VERB
cuesj-535	9	22	introduction	introduction	NOUN
cuesj-535	9	23	cloud	cloud	NOUN
cuesj-535	9	24	computing	computing	NOUN
cuesj-535	9	25	has	have	AUX
cuesj-535	9	26	developed	develop	VERB
cuesj-535	9	27	rapidly	rapidly	ADV
cuesj-535	9	28	over	over	ADP
cuesj-535	9	29	recent	recent	ADJ
cuesj-535	9	30	years	year	NOUN
cuesj-535	9	31	,	,	PUNCT
cuesj-535	9	32	and	and	CCONJ
cuesj-535	9	33	it	it	PRON
cuesj-535	9	34	is	be	AUX
cuesj-535	9	35	reshaping	reshape	VERB
cuesj-535	9	36	the	the	DET
cuesj-535	9	37	information	information	NOUN
cuesj-535	9	38	technology	technology	NOUN
cuesj-535	9	39	(	(	PUNCT
cuesj-535	9	40	it	it	PRON
cuesj-535	9	41	)	)	PUNCT
cuesj-535	9	42	industry	industry	NOUN
cuesj-535	9	43	.	.	PUNCT
cuesj-535	10	1	the	the	DET
cuesj-535	10	2	apparent	apparent	ADJ
cuesj-535	10	3	transparency	transparency	NOUN
cuesj-535	10	4	,	,	PUNCT
cuesj-535	10	5	large	large	ADJ
cuesj-535	10	6	volumes	volume	NOUN
cuesj-535	10	7	of	of	ADP
cuesj-535	10	8	stored	store	VERB
cuesj-535	10	9	data	datum	NOUN
cuesj-535	10	10	,	,	PUNCT
cuesj-535	10	11	and	and	CCONJ
cuesj-535	10	12	comparable	comparable	ADJ
cuesj-535	10	13	easiness	easiness	NOUN
cuesj-535	10	14	of	of	ADP
cuesj-535	10	15	operability	operability	NOUN
cuesj-535	10	16	of	of	ADP
cuesj-535	10	17	cloud	cloud	NOUN
cuesj-535	10	18	computing	compute	VERB
cuesj-535	10	19	environment	environment	NOUN
cuesj-535	10	20	(	(	PUNCT
cuesj-535	10	21	cce	cce	PROPN
cuesj-535	10	22	)	)	PUNCT
cuesj-535	10	23	make	make	VERB
cuesj-535	10	24	it	it	PRON
cuesj-535	10	25	vulnerable	vulnerable	ADJ
cuesj-535	10	26	and	and	CCONJ
cuesj-535	10	27	easy	easy	ADJ
cuesj-535	10	28	targets	target	NOUN
cuesj-535	10	29	for	for	ADP
cuesj-535	10	30	several	several	ADJ
cuesj-535	10	31	kinds	kind	NOUN
cuesj-535	10	32	of	of	ADP
cuesj-535	10	33	predatory	predatory	ADJ
cuesj-535	10	34	attacks	attack	NOUN
cuesj-535	10	35	,	,	PUNCT
cuesj-535	10	36	distributed	distribute	VERB
cuesj-535	10	37	denial	denial	NOUN
cuesj-535	10	38	of	of	ADP
cuesj-535	10	39	service	service	NOUN
cuesj-535	10	40	(	(	PUNCT
cuesj-535	10	41	ddos	ddo	NOUN
cuesj-535	10	42	)	)	PUNCT
cuesj-535	10	43	being	be	AUX
cuesj-535	10	44	major	major	ADJ
cuesj-535	10	45	ones	one	NOUN
cuesj-535	10	46	like	like	ADP
cuesj-535	10	47	those	those	PRON
cuesj-535	10	48	against	against	ADP
cuesj-535	10	49	cloudflare	cloudflare	NOUN
cuesj-535	10	50	and	and	CCONJ
cuesj-535	10	51	spanhaus	spanhaus	NOUN
cuesj-535	10	52	which	which	PRON
cuesj-535	10	53	are	be	AUX
cuesj-535	10	54	alarmingly	alarmingly	ADV
cuesj-535	10	55	and	and	CCONJ
cuesj-535	10	56	increasingly	increasingly	ADV
cuesj-535	10	57	used	use	VERB
cuesj-535	10	58	for	for	ADP
cuesj-535	10	59	exploiting	exploit	VERB
cuesj-535	10	60	sample	sample	NOUN
cuesj-535	10	61	network	network	NOUN
cuesj-535	10	62	management	management	NOUN
cuesj-535	10	63	protocol	protocol	NOUN
cuesj-535	10	64	(	(	PUNCT
cuesj-535	10	65	snmp	snmp	PROPN
cuesj-535	10	66	)	)	PUNCT
cuesj-535	10	67	.	.	PUNCT
cuesj-535	11	1	some	some	PRON
cuesj-535	11	2	of	of	ADP
cuesj-535	11	3	the	the	DET
cuesj-535	11	4	major	major	ADJ
cuesj-535	11	5	ddos	ddos	NOUN
cuesj-535	11	6	attacks	attack	NOUN
cuesj-535	11	7	are	be	AUX
cuesj-535	11	8	flooding	flood	VERB
cuesj-535	11	9	,	,	PUNCT
cuesj-535	11	10	spoofing	spoofing	NOUN
cuesj-535	11	11	,	,	PUNCT
cuesj-535	11	12	user	user	NOUN
cuesj-535	11	13	to	to	PART
cuesj-535	11	14	root	root	VERB
cuesj-535	11	15	,	,	PUNCT
cuesj-535	11	16	port	port	NOUN
cuesj-535	11	17	scanning	scanning	NOUN
cuesj-535	11	18	,	,	PUNCT
cuesj-535	11	19	oversized	oversized	ADJ
cuesj-535	11	20	xml	xml	NOUN
cuesj-535	11	21	,	,	PUNCT
cuesj-535	11	22	coercive	coercive	ADJ
cuesj-535	11	23	parsing	parsing	NOUN
cuesj-535	11	24	,	,	PUNCT
cuesj-535	11	25	reflective	reflective	ADJ
cuesj-535	11	26	attacks	attack	NOUN
cuesj-535	11	27	,	,	PUNCT
cuesj-535	11	28	and	and	CCONJ
cuesj-535	11	29	so	so	ADV
cuesj-535	11	30	forth	forth	ADV
cuesj-535	11	31	.	.	PUNCT
cuesj-535	12	1	the	the	DET
cuesj-535	12	2	ddos	ddos	NOUN
cuesj-535	12	3	attacks	attack	NOUN
cuesj-535	12	4	have	have	AUX
cuesj-535	12	5	been	be	AUX
cuesj-535	12	6	reported	report	VERB
cuesj-535	12	7	to	to	PART
cuesj-535	12	8	have	have	VERB
cuesj-535	12	9	significantly	significantly	ADV
cuesj-535	12	10	high	high	ADJ
cuesj-535	12	11	chances	chance	NOUN
cuesj-535	12	12	of	of	ADP
cuesj-535	12	13	occurrence	occurrence	NOUN
cuesj-535	12	14	,	,	PUNCT
cuesj-535	12	15	first	first	ADV
cuesj-535	12	16	,	,	PUNCT
cuesj-535	12	17	because	because	SCONJ
cuesj-535	12	18	the	the	DET
cuesj-535	12	19	tools	tool	NOUN
cuesj-535	12	20	of	of	ADP
cuesj-535	12	21	launching	launch	VERB
cuesj-535	12	22	ddos	ddo	NOUN
cuesj-535	12	23	are	be	AUX
cuesj-535	12	24	widely	widely	ADV
cuesj-535	12	25	available	available	ADJ
cuesj-535	12	26	,	,	PUNCT
cuesj-535	12	27	and	and	CCONJ
cuesj-535	12	28	second	second	ADJ
cuesj-535	12	29	,	,	PUNCT
cuesj-535	12	30	because	because	SCONJ
cuesj-535	12	31	of	of	ADP
cuesj-535	12	32	the	the	DET
cuesj-535	12	33	apparent	apparent	ADJ
cuesj-535	12	34	lack	lack	NOUN
cuesj-535	12	35	of	of	ADP
cuesj-535	12	36	effective	effective	ADJ
cuesj-535	12	37	,	,	PUNCT
cuesj-535	12	38	timely	timely	ADJ
cuesj-535	12	39	mechanisms	mechanism	NOUN
cuesj-535	12	40	to	to	PART
cuesj-535	12	41	defend	defend	VERB
cuesj-535	12	42	against	against	ADP
cuesj-535	12	43	them	they	PRON
cuesj-535	12	44	.	.	PUNCT
cuesj-535	13	1	due	due	ADP
cuesj-535	13	2	to	to	ADP
cuesj-535	13	3	the	the	DET
cuesj-535	13	4	frequency	frequency	NOUN
cuesj-535	13	5	of	of	ADP
cuesj-535	13	6	attacks	attack	NOUN
cuesj-535	13	7	such	such	ADJ
cuesj-535	13	8	as	as	ADP
cuesj-535	13	9	ddos	ddo	NOUN
cuesj-535	13	10	,	,	PUNCT
cuesj-535	13	11	cce	cce	PROPN
cuesj-535	13	12	’s	’s	PART
cuesj-535	13	13	fullest	full	ADJ
cuesj-535	13	14	gains	gain	NOUN
cuesj-535	13	15	and	and	CCONJ
cuesj-535	13	16	advantages	advantage	NOUN
cuesj-535	13	17	stand	stand	VERB
cuesj-535	13	18	highly	highly	ADV
cuesj-535	13	19	compromised	compromise	VERB
cuesj-535	13	20	and	and	CCONJ
cuesj-535	13	21	negated	negate	VERB
cuesj-535	13	22	.	.	PUNCT
cuesj-535	14	1	there	there	PRON
cuesj-535	14	2	is	be	VERB
cuesj-535	14	3	the	the	DET
cuesj-535	14	4	need	need	NOUN
cuesj-535	14	5	for	for	ADP
cuesj-535	14	6	in	in	ADP
cuesj-535	14	7	-	-	PUNCT
cuesj-535	14	8	depth	depth	NOUN
cuesj-535	14	9	,	,	PUNCT
cuesj-535	14	10	evidential	evidential	ADJ
cuesj-535	14	11	,	,	PUNCT
cuesj-535	14	12	and	and	CCONJ
cuesj-535	14	13	research	research	NOUN
cuesj-535	14	14	-	-	PUNCT
cuesj-535	14	15	validated	validate	VERB
cuesj-535	14	16	studies	study	NOUN
cuesj-535	14	17	on	on	ADP
cuesj-535	14	18	the	the	DET
cuesj-535	14	19	topic	topic	NOUN
cuesj-535	14	20	and	and	CCONJ
cuesj-535	14	21	its	its	PRON
cuesj-535	14	22	many	many	ADJ
cuesj-535	14	23	ramifications	ramification	NOUN
cuesj-535	14	24	over	over	ADP
cuesj-535	14	25	time	time	NOUN
cuesj-535	14	26	,	,	PUNCT
cuesj-535	14	27	ddos	ddo	NOUN
cuesj-535	14	28	has	have	AUX
cuesj-535	14	29	evolved	evolve	VERB
cuesj-535	14	30	,	,	PUNCT
cuesj-535	14	31	and	and	CCONJ
cuesj-535	14	32	remedial	remedial	ADJ
cuesj-535	14	33	actions	action	NOUN
cuesj-535	14	34	prompted	prompt	VERB
cuesj-535	14	35	to	to	PART
cuesj-535	14	36	address	address	VERB
cuesj-535	14	37	them	they	PRON
cuesj-535	14	38	and	and	CCONJ
cuesj-535	14	39	offer	offer	VERB
cuesj-535	14	40	permanent	permanent	ADJ
cuesj-535	14	41	solutions	solution	NOUN
cuesj-535	14	42	.	.	PUNCT
cuesj-535	15	1	the	the	DET
cuesj-535	15	2	statement	statement	NOUN
cuesj-535	15	3	of	of	ADP
cuesj-535	15	4	the	the	DET
cuesj-535	15	5	problem	problem	NOUN
cuesj-535	15	6	is	be	AUX
cuesj-535	15	7	the	the	DET
cuesj-535	15	8	exact	exact	ADJ
cuesj-535	15	9	degree	degree	NOUN
cuesj-535	15	10	and	and	CCONJ
cuesj-535	15	11	magnitude	magnitude	NOUN
cuesj-535	15	12	of	of	ADP
cuesj-535	15	13	destructive	destructive	ADJ
cuesj-535	15	14	powers	power	NOUN
cuesj-535	15	15	of	of	ADP
cuesj-535	15	16	ddos	ddo	NOUN
cuesj-535	15	17	can	can	AUX
cuesj-535	15	18	not	not	PART
cuesj-535	15	19	be	be	AUX
cuesj-535	15	20	quickly	quickly	ADV
cuesj-535	15	21	quantifiable	quantifiable	ADJ
cuesj-535	15	22	,	,	PUNCT
cuesj-535	15	23	cce	cce	PROPN
cuesj-535	15	24	could	could	AUX
cuesj-535	15	25	best	well	ADV
cuesj-535	15	26	address	address	VERB
cuesj-535	15	27	these	these	DET
cuesj-535	15	28	issues	issue	NOUN
cuesj-535	15	29	and	and	CCONJ
cuesj-535	15	30	find	find	VERB
cuesj-535	15	31	solutions	solution	NOUN
cuesj-535	15	32	are	be	AUX
cuesj-535	15	33	also	also	ADV
cuesj-535	15	34	needed	need	VERB
cuesj-535	15	35	.	.	PUNCT
cuesj-535	16	1	the	the	DET
cuesj-535	16	2	ddos	ddos	NOUN
cuesj-535	16	3	attacks	attack	NOUN
cuesj-535	16	4	on	on	ADP
cuesj-535	16	5	cce	cce	PROPN
cuesj-535	16	6	hold	hold	VERB
cuesj-535	16	7	immense	immense	ADJ
cuesj-535	16	8	potential	potential	NOUN
cuesj-535	16	9	to	to	PART
cuesj-535	16	10	cause	cause	VERB
cuesj-535	16	11	significant	significant	ADJ
cuesj-535	16	12	damages	damage	NOUN
cuesj-535	16	13	and	and	CCONJ
cuesj-535	16	14	detriment	detriment	NOUN
cuesj-535	16	15	,	,	PUNCT
cuesj-535	16	16	especially	especially	ADV
cuesj-535	16	17	if	if	SCONJ
cuesj-535	16	18	uncontrolled	uncontrolled	ADJ
cuesj-535	16	19	and	and	CCONJ
cuesj-535	16	20	unremedied	unremedied	ADJ
cuesj-535	16	21	.	.	PUNCT
cuesj-535	17	1	in	in	ADP
cuesj-535	17	2	this	this	DET
cuesj-535	17	3	paper	paper	NOUN
cuesj-535	17	4	,	,	PUNCT
cuesj-535	17	5	discussion	discussion	NOUN
cuesj-535	17	6	of	of	ADP
cuesj-535	17	7	various	various	ADJ
cuesj-535	17	8	studies	study	NOUN
cuesj-535	17	9	carried	carry	VERB
cuesj-535	17	10	out	out	ADP
cuesj-535	17	11	concerning	concern	VERB
cuesj-535	17	12	cces	cce	NOUN
cuesj-535	17	13	is	be	AUX
cuesj-535	17	14	presented	present	VERB
cuesj-535	17	15	with	with	ADP
cuesj-535	17	16	more	more	ADJ
cuesj-535	17	17	emphasis	emphasis	NOUN
cuesj-535	17	18	is	be	AUX
cuesj-535	17	19	given	give	VERB
cuesj-535	17	20	on	on	ADP
cuesj-535	17	21	the	the	DET
cuesj-535	17	22	studies	study	NOUN
cuesj-535	17	23	about	about	ADP
cuesj-535	17	24	ddos	ddo	NOUN
cuesj-535	17	25	is	be	AUX
cuesj-535	17	26	done	do	VERB
cuesj-535	17	27	.	.	PUNCT
cuesj-535	18	1	authors	author	NOUN
cuesj-535	18	2	in	in	ADP
cuesj-535	18	3	kobusińska	kobusińska	PROPN
cuesj-535	18	4	et	et	PROPN
cuesj-535	18	5	al.[1	al.[1	PROPN
cuesj-535	18	6	]	]	PUNCT
cuesj-535	18	7	aimed	aim	VERB
cuesj-535	18	8	to	to	PART
cuesj-535	18	9	determine	determine	VERB
cuesj-535	18	10	cloud	cloud	NOUN
cuesj-535	18	11	computing	computing	NOUN
cuesj-535	18	12	’s	’s	PART
cuesj-535	18	13	concerns	concern	NOUN
cuesj-535	18	14	and	and	CCONJ
cuesj-535	18	15	challenges	challenge	NOUN
cuesj-535	18	16	,	,	PUNCT
cuesj-535	18	17	whereby	whereby	SCONJ
cuesj-535	18	18	they	they	PRON
cuesj-535	18	19	discussed	discuss	VERB
cuesj-535	18	20	grid	grid	NOUN
cuesj-535	18	21	computing	computing	NOUN
cuesj-535	18	22	and	and	CCONJ
cuesj-535	18	23	service	service	NOUN
cuesj-535	18	24	-	-	PUNCT
cuesj-535	18	25	oriented	orient	VERB
cuesj-535	18	26	computing	computing	NOUN
cuesj-535	18	27	,	,	PUNCT
cuesj-535	18	28	which	which	PRON
cuesj-535	18	29	are	be	AUX
cuesj-535	18	30	two	two	NUM
cuesj-535	18	31	related	related	ADJ
cuesj-535	18	32	computing	computing	NOUN
cuesj-535	18	33	paradigms	paradigm	NOUN
cuesj-535	18	34	.	.	PUNCT
cuesj-535	19	1	they	they	PRON
cuesj-535	19	2	also	also	ADV
cuesj-535	19	3	sought	seek	VERB
cuesj-535	19	4	to	to	PART
cuesj-535	19	5	pinpoint	pinpoint	VERB
cuesj-535	19	6	the	the	DET
cuesj-535	19	7	relationships	relationship	NOUN
cuesj-535	19	8	of	of	ADP
cuesj-535	19	9	these	these	DET
cuesj-535	19	10	two	two	NUM
cuesj-535	19	11	computing	computing	NOUN
cuesj-535	19	12	models	model	NOUN
cuesj-535	19	13	with	with	ADP
cuesj-535	19	14	cloud	cloud	NOUN
cuesj-535	19	15	computing	computing	NOUN
cuesj-535	19	16	and	and	CCONJ
cuesj-535	19	17	identified	identify	VERB
cuesj-535	19	18	various	various	ADJ
cuesj-535	19	19	challenges	challenge	NOUN
cuesj-535	19	20	therein	therein	ADV
cuesj-535	19	21	.	.	PUNCT
cuesj-535	20	1	on	on	ADP
cuesj-535	20	2	the	the	DET
cuesj-535	20	3	other	other	ADJ
cuesj-535	20	4	hand	hand	NOUN
cuesj-535	20	5	,	,	PUNCT
cuesj-535	20	6	tahirkheli	tahirkheli	PROPN
cuesj-535	20	7	et	et	PROPN
cuesj-535	20	8	al.[2	al.[2	PROPN
cuesj-535	20	9	]	]	PUNCT
cuesj-535	20	10	pointed	point	VERB
cuesj-535	20	11	out	out	ADP
cuesj-535	20	12	two	two	NUM
cuesj-535	20	13	primary	primary	ADJ
cuesj-535	20	14	reasons	reason	NOUN
cuesj-535	20	15	that	that	PRON
cuesj-535	20	16	complicate	complicate	VERB
cuesj-535	20	17	the	the	DET
cuesj-535	20	18	assessment	assessment	NOUN
cuesj-535	20	19	of	of	ADP
cuesj-535	20	20	the	the	DET
cuesj-535	20	21	security	security	NOUN
cuesj-535	20	22	impact	impact	NOUN
cuesj-535	20	23	of	of	ADP
cuesj-535	20	24	cloud	cloud	NOUN
cuesj-535	20	25	computing	computing	NOUN
cuesj-535	20	26	.	.	PUNCT
cuesj-535	21	1	according	accord	VERB
cuesj-535	21	2	to	to	ADP
cuesj-535	21	3	tahirkheli	tahirkheli	PROPN
cuesj-535	21	4	et	et	PROPN
cuesj-535	21	5	al	al	PROPN
cuesj-535	21	6	.	.	PROPN
cuesj-535	21	7	,[2	,[2	PROPN
cuesj-535	21	8	]	]	PUNCT
cuesj-535	21	9	the	the	DET
cuesj-535	21	10	current	current	ADJ
cuesj-535	21	11	discourse	discourse	NOUN
cuesj-535	21	12	on	on	ADP
cuesj-535	21	13	cloud	cloud	NOUN
cuesj-535	21	14	computing	compute	VERB
cuesj-535	21	15	security	security	NOUN
cuesj-535	21	16	issues	issue	NOUN
cuesj-535	21	17	uses	use	VERB
cuesj-535	21	18	the	the	DET
cuesj-535	21	19	terms	term	NOUN
cuesj-535	21	20	“	"	PUNCT
cuesj-535	21	21	threat	threat	NOUN
cuesj-535	21	22	,	,	PUNCT
cuesj-535	21	23	”	"	PUNCT
cuesj-535	21	24	“	"	PUNCT
cuesj-535	21	25	risk	risk	NOUN
cuesj-535	21	26	,	,	PUNCT
cuesj-535	21	27	”	"	PUNCT
cuesj-535	21	28	and	and	CCONJ
cuesj-535	21	29	“	"	PUNCT
cuesj-535	21	30	vulnerability	vulnerability	NOUN
cuesj-535	21	31	,	,	PUNCT
cuesj-535	21	32	”	"	PUNCT
cuesj-535	21	33	interchangeably	interchangeably	ADV
cuesj-535	21	34	,	,	PUNCT
cuesj-535	21	35	while	while	SCONJ
cuesj-535	21	36	they	they	PRON
cuesj-535	21	37	have	have	VERB
cuesj-535	21	38	their	their	PRON
cuesj-535	21	39	respective	respective	ADJ
cuesj-535	21	40	definitions	definition	NOUN
cuesj-535	21	41	.	.	PUNCT
cuesj-535	22	1	moreover	moreover	ADV
cuesj-535	22	2	,	,	PUNCT
cuesj-535	22	3	the	the	DET
cuesj-535	22	4	authors	author	NOUN
cuesj-535	22	5	claim	claim	VERB
cuesj-535	22	6	that	that	SCONJ
cuesj-535	22	7	not	not	PART
cuesj-535	22	8	every	every	DET
cuesj-535	22	9	issue	issue	NOUN
cuesj-535	22	10	that	that	PRON
cuesj-535	22	11	’s	’s	AUX
cuesj-535	22	12	raised	raise	VERB
cuesj-535	22	13	is	be	AUX
cuesj-535	22	14	particular	particular	ADJ
cuesj-535	22	15	to	to	ADP
cuesj-535	22	16	cloud	cloud	NOUN
cuesj-535	22	17	computing	computing	NOUN
cuesj-535	22	18	.	.	PUNCT
cuesj-535	23	1	in	in	ADP
cuesj-535	23	2	order	order	NOUN
cuesj-535	23	3	to	to	PART
cuesj-535	23	4	build	build	VERB
cuesj-535	23	5	a	a	DET
cuesj-535	23	6	corresponding	corresponding	ADJ
cuesj-535	23	7	author	author	NOUN
cuesj-535	23	8	:	:	PUNCT
cuesj-535	23	9	israa	israa	PROPN
cuesj-535	23	10	t.	t.	PROPN
cuesj-535	23	11	aziz	aziz	PROPN
cuesj-535	23	12	,	,	PUNCT
cuesj-535	23	13	computer	computer	NOUN
cuesj-535	23	14	center	center	NOUN
cuesj-535	23	15	,	,	PUNCT
cuesj-535	23	16	university	university	NOUN
cuesj-535	23	17	of	of	ADP
cuesj-535	23	18	mosul	mosul	PROPN
cuesj-535	23	19	,	,	PUNCT
cuesj-535	23	20	mosul	mosul	PROPN
cuesj-535	23	21	,	,	PUNCT
cuesj-535	23	22	iraq	iraq	PROPN
cuesj-535	23	23	.	.	PUNCT
cuesj-535	24	1	e	e	X
cuesj-535	24	2	-	-	NOUN
cuesj-535	24	3	mail	mail	NOUN
cuesj-535	24	4	:	:	PUNCT
cuesj-535	24	5	israa_aziz@uomosul.edu.iq	israa_aziz@uomosul.edu.iq	NOUN
cuesj-535	24	6	received	receive	VERB
cuesj-535	24	7	:	:	PUNCT
cuesj-535	24	8	november	november	PROPN
cuesj-535	24	9	12	12	NUM
cuesj-535	24	10	,	,	PUNCT
cuesj-535	24	11	2021	2021	NUM
cuesj-535	24	12	accepted	accept	VERB
cuesj-535	24	13	:	:	PUNCT
cuesj-535	24	14	january	january	PROPN
cuesj-535	24	15	27	27	NUM
cuesj-535	24	16	,	,	PUNCT
cuesj-535	24	17	2022	2022	NUM
cuesj-535	24	18	published	publish	VERB
cuesj-535	24	19	:	:	PUNCT
cuesj-535	24	20	march	march	PROPN
cuesj-535	24	21	30	30	NUM
cuesj-535	24	22	,	,	PUNCT
cuesj-535	24	23	2022	2022	NUM
cuesj-535	24	24	doi	doi	NOUN
cuesj-535	24	25	:	:	PUNCT
cuesj-535	24	26	10.24086	10.24086	NUM
cuesj-535	24	27	/	/	SYM
cuesj-535	24	28	cuesj.v6n1y2022.pp47	cuesj.v6n1y2022.pp47	ADV
cuesj-535	24	29	-	-	PUNCT
cuesj-535	24	30	52	52	NUM
cuesj-535	24	31	copyright	copyright	NOUN
cuesj-535	24	32	©	©	ADP
cuesj-535	24	33	2022	2022	NUM
cuesj-535	24	34	israa	israa	NOUN
cuesj-535	24	35	t.	t.	PROPN
cuesj-535	24	36	aziz	aziz	PROPN
cuesj-535	24	37	,	,	PUNCT
cuesj-535	24	38	ihsan	ihsan	PROPN
cuesj-535	24	39	h.	h.	PROPN
cuesj-535	24	40	abdulqadder	abdulqadder	PROPN
cuesj-535	24	41	,	,	PUNCT
cuesj-535	24	42	thakwan	thakwan	PROPN
cuesj-535	24	43	a.	a.	PROPN
cuesj-535	24	44	jawad	jawad	PROPN
cuesj-535	24	45	.	.	PUNCT
cuesj-535	25	1	this	this	PRON
cuesj-535	25	2	is	be	AUX
cuesj-535	25	3	an	an	DET
cuesj-535	25	4	open	open	ADJ
cuesj-535	25	5	-	-	PUNCT
cuesj-535	25	6	access	access	NOUN
cuesj-535	25	7	article	article	NOUN
cuesj-535	25	8	distributed	distribute	VERB
cuesj-535	25	9	under	under	ADP
cuesj-535	25	10	the	the	DET
cuesj-535	25	11	creative	creative	ADJ
cuesj-535	25	12	commons	common	NOUN
cuesj-535	25	13	attribution	attribution	NOUN
cuesj-535	25	14	license	license	NOUN
cuesj-535	25	15	(	(	PUNCT
cuesj-535	25	16	cc	cc	NOUN
cuesj-535	25	17	by	by	ADP
cuesj-535	25	18	-	-	PUNCT
cuesj-535	25	19	nc	nc	VERB
cuesj-535	25	20	-	-	PROPN
cuesj-535	25	21	nd	nd	PRON
cuesj-535	25	22	4.0	4.0	NUM
cuesj-535	25	23	)	)	PUNCT
cuesj-535	25	24	.	.	PUNCT
cuesj-535	26	1	cihan	cihan	VERB
cuesj-535	26	2	university	university	NOUN
cuesj-535	26	3	-	-	PUNCT
cuesj-535	26	4	erbil	erbil	PROPN
cuesj-535	26	5	scientific	scientific	ADJ
cuesj-535	26	6	journal	journal	NOUN
cuesj-535	26	7	(	(	PUNCT
cuesj-535	26	8	cuesj	cuesj	PROPN
cuesj-535	26	9	)	)	PUNCT
cuesj-535	26	10	aziz	aziz	PROPN
cuesj-535	26	11	,	,	PUNCT
cuesj-535	26	12	et	et	PROPN
cuesj-535	26	13	al	al	PROPN
cuesj-535	26	14	.	.	PUNCT
cuesj-535	26	15	:	:	PUNCT
cuesj-535	27	1	ddos	ddo	NOUN
cuesj-535	27	2	attacks	attack	NOUN
cuesj-535	27	3	on	on	ADP
cuesj-535	27	4	cloud	cloud	NOUN
cuesj-535	27	5	48	48	NUM
cuesj-535	27	6	http://journals.cihanuniversity.edu.iq/index.php/cuesj	http://journals.cihanuniversity.edu.iq/index.php/cuesj	ADJ
cuesj-535	27	7	cuesj	cuesj	ADJ
cuesj-535	27	8	2022	2022	NUM
cuesj-535	27	9	,	,	PUNCT
cuesj-535	27	10	6	6	NUM
cuesj-535	27	11	(	(	PUNCT
cuesj-535	27	12	1	1	NUM
cuesj-535	27	13	):	):	PUNCT
cuesj-535	27	14	47	47	NUM
cuesj-535	27	15	-	-	SYM
cuesj-535	27	16	52	52	NUM
cuesj-535	27	17	broader	broad	ADJ
cuesj-535	27	18	perspective	perspective	NOUN
cuesj-535	27	19	of	of	ADP
cuesj-535	27	20	the	the	DET
cuesj-535	27	21	threats	threat	NOUN
cuesj-535	27	22	within	within	ADP
cuesj-535	27	23	the	the	DET
cuesj-535	27	24	cce	cce	NOUN
cuesj-535	27	25	,	,	PUNCT
cuesj-535	27	26	they	they	PRON
cuesj-535	27	27	delved	delve	VERB
cuesj-535	27	28	into	into	ADP
cuesj-535	27	29	the	the	DET
cuesj-535	27	30	meaning	meaning	NOUN
cuesj-535	27	31	of	of	ADP
cuesj-535	27	32	cce	cce	PROPN
cuesj-535	27	33	.	.	PUNCT
cuesj-535	27	34	cloud	cloud	PROPN
cuesj-535	27	35	computing	computing	NOUN
cuesj-535	27	36	is	be	AUX
cuesj-535	27	37	a	a	DET
cuesj-535	27	38	model	model	NOUN
cuesj-535	27	39	for	for	ADP
cuesj-535	27	40	enabling	enable	VERB
cuesj-535	27	41	convenient	convenient	ADJ
cuesj-535	27	42	,	,	PUNCT
cuesj-535	27	43	on	on	ADP
cuesj-535	27	44	-	-	PUNCT
cuesj-535	27	45	demand	demand	NOUN
cuesj-535	27	46	network	network	NOUN
cuesj-535	27	47	access	access	NOUN
cuesj-535	27	48	to	to	ADP
cuesj-535	27	49	a	a	DET
cuesj-535	27	50	shared	share	VERB
cuesj-535	27	51	pool	pool	NOUN
cuesj-535	27	52	of	of	ADP
cuesj-535	27	53	configurable	configurable	ADJ
cuesj-535	27	54	computing	compute	VERB
cuesj-535	27	55	resources	resource	NOUN
cuesj-535	27	56	(	(	PUNCT
cuesj-535	27	57	e.g.	e.g.	ADV
cuesj-535	27	58	,	,	PUNCT
cuesj-535	27	59	networks	network	NOUN
cuesj-535	27	60	,	,	PUNCT
cuesj-535	27	61	servers	server	NOUN
cuesj-535	27	62	,	,	PUNCT
cuesj-535	27	63	storage	storage	NOUN
cuesj-535	27	64	,	,	PUNCT
cuesj-535	27	65	applications	application	NOUN
cuesj-535	27	66	,	,	PUNCT
cuesj-535	27	67	and	and	CCONJ
cuesj-535	27	68	services	service	NOUN
cuesj-535	27	69	)	)	PUNCT
cuesj-535	27	70	.	.	PUNCT
cuesj-535	28	1	it	it	PRON
cuesj-535	28	2	can	can	AUX
cuesj-535	28	3	be	be	AUX
cuesj-535	28	4	rapidly	rapidly	ADV
cuesj-535	28	5	provisioned	provision	VERB
cuesj-535	28	6	and	and	CCONJ
cuesj-535	28	7	released	release	VERB
cuesj-535	28	8	with	with	ADP
cuesj-535	28	9	minimal	minimal	ADJ
cuesj-535	28	10	management	management	NOUN
cuesj-535	28	11	effort	effort	NOUN
cuesj-535	28	12	or	or	CCONJ
cuesj-535	28	13	service	service	NOUN
cuesj-535	28	14	provider	provider	NOUN
cuesj-535	28	15	interaction	interaction	NOUN
cuesj-535	28	16	,	,	PUNCT
cuesj-535	28	17	according	accord	VERB
cuesj-535	28	18	to	to	ADP
cuesj-535	28	19	the	the	DET
cuesj-535	28	20	us	us	PROPN
cuesj-535	28	21	national	national	PROPN
cuesj-535	28	22	institute	institute	PROPN
cuesj-535	28	23	of	of	ADP
cuesj-535	28	24	standards	standard	NOUN
cuesj-535	28	25	and	and	CCONJ
cuesj-535	28	26	technology.[3	technology.[3	NOUN
cuesj-535	28	27	]	]	PUNCT
cuesj-535	28	28	within	within	ADP
cuesj-535	28	29	the	the	DET
cuesj-535	28	30	terms	term	NOUN
cuesj-535	28	31	used	use	VERB
cuesj-535	28	32	to	to	PART
cuesj-535	28	33	define	define	VERB
cuesj-535	28	34	cloud	cloud	NOUN
cuesj-535	28	35	computing	computing	NOUN
cuesj-535	28	36	and	and	CCONJ
cuesj-535	28	37	,	,	PUNCT
cuesj-535	28	38	by	by	ADP
cuesj-535	28	39	extension	extension	NOUN
cuesj-535	28	40	,	,	PUNCT
cuesj-535	28	41	cce	cce	PROPN
cuesj-535	28	42	,	,	PUNCT
cuesj-535	28	43	it	it	PRON
cuesj-535	28	44	is	be	AUX
cuesj-535	28	45	clear	clear	ADJ
cuesj-535	28	46	that	that	SCONJ
cuesj-535	28	47	the	the	DET
cuesj-535	28	48	environment	environment	NOUN
cuesj-535	28	49	is	be	AUX
cuesj-535	28	50	set	set	VERB
cuesj-535	28	51	on	on	ADP
cuesj-535	28	52	on	on	ADP
cuesj-535	28	53	-	-	PUNCT
cuesj-535	28	54	demand	demand	NOUN
cuesj-535	28	55	self	self	NOUN
cuesj-535	28	56	-	-	PUNCT
cuesj-535	28	57	service	service	NOUN
cuesj-535	28	58	,	,	PUNCT
cuesj-535	28	59	implying	imply	VERB
cuesj-535	28	60	that	that	SCONJ
cuesj-535	28	61	consumers	consumer	NOUN
cuesj-535	28	62	’	'	PUNCT
cuesj-535	28	63	resources	resource	NOUN
cuesj-535	28	64	automatically	automatically	ADV
cuesj-535	28	65	come	come	VERB
cuesj-535	28	66	into	into	ADP
cuesj-535	28	67	play	play	NOUN
cuesj-535	28	68	,	,	PUNCT
cuesj-535	28	69	which	which	PRON
cuesj-535	28	70	,	,	PUNCT
cuesj-535	28	71	in	in	ADP
cuesj-535	28	72	itself	itself	PRON
cuesj-535	28	73	result	result	VERB
cuesj-535	28	74	in	in	ADP
cuesj-535	28	75	fewer	few	ADJ
cuesj-535	28	76	human	human	ADJ
cuesj-535	28	77	interactions	interaction	NOUN
cuesj-535	28	78	with	with	ADP
cuesj-535	28	79	the	the	DET
cuesj-535	28	80	provider	provider	NOUN
cuesj-535	28	81	of	of	ADP
cuesj-535	28	82	the	the	DET
cuesj-535	28	83	services.[4	services.[4	NOUN
cuesj-535	28	84	]	]	X
cuesj-535	28	85	the	the	DET
cuesj-535	28	86	computing	computing	NOUN
cuesj-535	28	87	resources	resource	NOUN
cuesj-535	28	88	,	,	PUNCT
cuesj-535	28	89	in	in	ADP
cuesj-535	28	90	this	this	DET
cuesj-535	28	91	case	case	NOUN
cuesj-535	28	92	,	,	PUNCT
cuesj-535	28	93	include	include	VERB
cuesj-535	28	94	cpu	cpu	NOUN
cuesj-535	28	95	time	time	NOUN
cuesj-535	28	96	,	,	PUNCT
cuesj-535	28	97	software	software	NOUN
cuesj-535	28	98	use	use	NOUN
cuesj-535	28	99	,	,	PUNCT
cuesj-535	28	100	and	and	CCONJ
cuesj-535	28	101	network	network	NOUN
cuesj-535	28	102	storage	storage	NOUN
cuesj-535	28	103	,	,	PUNCT
cuesj-535	28	104	which	which	PRON
cuesj-535	28	105	are	be	AUX
cuesj-535	28	106	engaged	engage	VERB
cuesj-535	28	107	on	on	ADP
cuesj-535	28	108	a	a	DET
cuesj-535	28	109	convenient	convenient	ADJ
cuesj-535	28	110	,	,	PUNCT
cuesj-535	28	111	self	self	NOUN
cuesj-535	28	112	-	-	PUNCT
cuesj-535	28	113	serve	serve	VERB
cuesj-535	28	114	basis	basis	NOUN
cuesj-535	28	115	.	.	PUNCT
cuesj-535	29	1	second	second	ADJ
cuesj-535	29	2	,	,	PUNCT
cuesj-535	29	3	the	the	DET
cuesj-535	29	4	term	term	NOUN
cuesj-535	29	5	“	"	PUNCT
cuesj-535	29	6	broad	broad	ADJ
cuesj-535	29	7	network	network	NOUN
cuesj-535	29	8	access	access	NOUN
cuesj-535	29	9	,	,	PUNCT
cuesj-535	29	10	”	"	PUNCT
cuesj-535	29	11	as	as	SCONJ
cuesj-535	29	12	used	use	VERB
cuesj-535	29	13	in	in	ADP
cuesj-535	29	14	the	the	DET
cuesj-535	29	15	definition	definition	NOUN
cuesj-535	29	16	,	,	PUNCT
cuesj-535	29	17	postulates	postulate	VERB
cuesj-535	29	18	a	a	DET
cuesj-535	29	19	scenario	scenario	NOUN
cuesj-535	29	20	whereby	whereby	SCONJ
cuesj-535	29	21	various	various	ADJ
cuesj-535	29	22	clients	client	NOUN
cuesj-535	29	23	’	’	PART
cuesj-535	29	24	applications	application	NOUN
cuesj-535	29	25	can	can	AUX
cuesj-535	29	26	use	use	VERB
cuesj-535	29	27	with	with	ADP
cuesj-535	29	28	diverse	diverse	ADJ
cuesj-535	29	29	platforms	platform	NOUN
cuesj-535	29	30	access	access	NOUN
cuesj-535	29	31	computing	compute	VERB
cuesj-535	29	32	resources	resource	NOUN
cuesj-535	29	33	conveyed	convey	VERB
cuesj-535	29	34	over	over	ADP
cuesj-535	29	35	networks.[5	networks.[5	ADJ
cuesj-535	29	36	]	]	X
cuesj-535	29	37	common	common	ADJ
cuesj-535	29	38	user	user	NOUN
cuesj-535	29	39	platforms	platform	NOUN
cuesj-535	29	40	include	include	VERB
cuesj-535	29	41	personal	personal	ADJ
cuesj-535	29	42	digital	digital	ADJ
cuesj-535	29	43	assistants	assistant	NOUN
cuesj-535	29	44	,	,	PUNCT
cuesj-535	29	45	laptops	laptop	NOUN
cuesj-535	29	46	,	,	PUNCT
cuesj-535	29	47	and	and	CCONJ
cuesj-535	29	48	mobile	mobile	ADJ
cuesj-535	29	49	phones	phone	NOUN
cuesj-535	29	50	,	,	PUNCT
cuesj-535	29	51	which	which	PRON
cuesj-535	29	52	translates	translate	VERB
cuesj-535	29	53	to	to	ADP
cuesj-535	29	54	increased	increase	VERB
cuesj-535	29	55	exposure	exposure	NOUN
cuesj-535	29	56	probability	probability	NOUN
cuesj-535	29	57	heightened	heighten	VERB
cuesj-535	29	58	vulnerability	vulnerability	NOUN
cuesj-535	29	59	.	.	PUNCT
cuesj-535	30	1	third	third	ADJ
cuesj-535	30	2	,	,	PUNCT
cuesj-535	30	3	cce	cce	PROPN
cuesj-535	30	4	’s	’s	PART
cuesj-535	30	5	resource	resource	NOUN
cuesj-535	30	6	pooling	pool	VERB
cuesj-535	30	7	aspect	aspect	NOUN
cuesj-535	30	8	translates	translate	VERB
cuesj-535	30	9	to	to	ADP
cuesj-535	30	10	the	the	DET
cuesj-535	30	11	multi	multi	ADJ
cuesj-535	30	12	-	-	ADJ
cuesj-535	30	13	tenancy	tenancy	NOUN
cuesj-535	30	14	or	or	CCONJ
cuesj-535	30	15	virtualization	virtualization	NOUN
cuesj-535	30	16	models.[6	models.[6	NOUN
cuesj-535	30	17	]	]	PUNCT
cuesj-535	30	18	these	these	DET
cuesj-535	30	19	models	model	NOUN
cuesj-535	30	20	make	make	VERB
cuesj-535	30	21	it	it	PRON
cuesj-535	30	22	possible	possible	ADJ
cuesj-535	30	23	for	for	SCONJ
cuesj-535	30	24	cces	cce	NOUN
cuesj-535	30	25	to	to	PART
cuesj-535	30	26	serve	serve	VERB
cuesj-535	30	27	multiple	multiple	ADJ
cuesj-535	30	28	consumers	consumer	NOUN
cuesj-535	30	29	,	,	PUNCT
cuesj-535	30	30	with	with	ADP
cuesj-535	30	31	the	the	DET
cuesj-535	30	32	computing	compute	VERB
cuesj-535	30	33	resources	resource	NOUN
cuesj-535	30	34	assignment	assignment	NOUN
cuesj-535	30	35	varying	vary	VERB
cuesj-535	30	36	now	now	ADV
cuesj-535	30	37	and	and	CCONJ
cuesj-535	30	38	then	then	ADV
cuesj-535	30	39	.	.	PUNCT
cuesj-535	31	1	rapid	rapid	ADJ
cuesj-535	31	2	elasticity	elasticity	NOUN
cuesj-535	31	3	and	and	CCONJ
cuesj-535	31	4	measured	measure	VERB
cuesj-535	31	5	service	service	NOUN
cuesj-535	31	6	are	be	AUX
cuesj-535	31	7	the	the	DET
cuesj-535	31	8	other	other	ADJ
cuesj-535	31	9	terms	term	NOUN
cuesj-535	31	10	in	in	ADP
cuesj-535	31	11	the	the	DET
cuesj-535	31	12	definition	definition	NOUN
cuesj-535	31	13	of	of	ADP
cuesj-535	31	14	cces	cce	NOUN
cuesj-535	31	15	.	.	PUNCT
cuesj-535	32	1	rapid	rapid	ADJ
cuesj-535	32	2	elasticity	elasticity	NOUN
cuesj-535	32	3	pertains	pertain	VERB
cuesj-535	32	4	to	to	ADP
cuesj-535	32	5	the	the	DET
cuesj-535	32	6	immediate	immediate	ADJ
cuesj-535	32	7	availability	availability	NOUN
cuesj-535	32	8	of	of	ADP
cuesj-535	32	9	computing	compute	VERB
cuesj-535	32	10	resources	resource	NOUN
cuesj-535	32	11	instead	instead	ADV
cuesj-535	32	12	of	of	ADP
cuesj-535	32	13	persistent	persistent	ADJ
cuesj-535	32	14	.	.	PUNCT
cuesj-535	33	1	the	the	DET
cuesj-535	33	2	outstanding	outstanding	ADJ
cuesj-535	33	3	issues	issue	NOUN
cuesj-535	33	4	with	with	ADP
cuesj-535	33	5	such	such	DET
cuesj-535	33	6	a	a	DET
cuesj-535	33	7	setting	setting	NOUN
cuesj-535	33	8	are	be	AUX
cuesj-535	33	9	that	that	SCONJ
cuesj-535	33	10	consumption	consumption	NOUN
cuesj-535	33	11	can	can	AUX
cuesj-535	33	12	increase	increase	VERB
cuesj-535	33	13	rapidly	rapidly	ADV
cuesj-535	33	14	during	during	ADP
cuesj-535	33	15	peak	peak	NOUN
cuesj-535	33	16	requirement	requirement	NOUN
cuesj-535	33	17	times	time	NOUN
cuesj-535	33	18	.	.	PUNCT
cuesj-535	34	1	on	on	ADP
cuesj-535	34	2	the	the	DET
cuesj-535	34	3	other	other	ADJ
cuesj-535	34	4	hand	hand	NOUN
cuesj-535	34	5	,	,	PUNCT
cuesj-535	34	6	measured	measure	VERB
cuesj-535	34	7	service	service	NOUN
cuesj-535	34	8	brings	bring	VERB
cuesj-535	34	9	the	the	DET
cuesj-535	34	10	cces	cce	NOUN
cuesj-535	34	11	metering	meter	VERB
cuesj-535	34	12	individual	individual	ADJ
cuesj-535	34	13	consumers	consumer	NOUN
cuesj-535	34	14	’	'	PUNCT
cuesj-535	34	15	usage	usage	NOUN
cuesj-535	34	16	even	even	ADV
cuesj-535	34	17	though	though	SCONJ
cuesj-535	34	18	the	the	DET
cuesj-535	34	19	computing	computing	NOUN
cuesj-535	34	20	resources	resource	NOUN
cuesj-535	34	21	are	be	AUX
cuesj-535	34	22	combined	combine	VERB
cuesj-535	34	23	and	and	CCONJ
cuesj-535	34	24	shared	share	VERB
cuesj-535	34	25	by	by	ADP
cuesj-535	34	26	numerous	numerous	ADJ
cuesj-535	34	27	clients	client	NOUN
cuesj-535	34	28	.	.	PUNCT
cuesj-535	35	1	in	in	ADP
cuesj-535	35	2	mthunzi	mthunzi	NOUN
cuesj-535	35	3	et	et	PROPN
cuesj-535	35	4	al	al	PROPN
cuesj-535	35	5	.	.	PROPN
cuesj-535	35	6	,[7	,[7	PROPN
cuesj-535	35	7	]	]	PUNCT
cuesj-535	35	8	the	the	DET
cuesj-535	35	9	authors	author	NOUN
cuesj-535	35	10	analyzed	analyze	VERB
cuesj-535	35	11	the	the	DET
cuesj-535	35	12	cloud	cloud	NOUN
cuesj-535	35	13	computing	computing	NOUN
cuesj-535	35	14	influences	influence	NOUN
cuesj-535	35	15	each	each	DET
cuesj-535	35	16	risk	risk	NOUN
cuesj-535	35	17	factor	factor	NOUN
cuesj-535	35	18	in	in	ADP
cuesj-535	35	19	a	a	DET
cuesj-535	35	20	pool	pool	NOUN
cuesj-535	35	21	of	of	ADP
cuesj-535	35	22	various	various	ADJ
cuesj-535	35	23	risks	risk	NOUN
cuesj-535	35	24	in	in	ADP
cuesj-535	35	25	computing	compute	VERB
cuesj-535	35	26	.	.	PUNCT
cuesj-535	36	1	they	they	PRON
cuesj-535	36	2	also	also	ADV
cuesj-535	36	3	assessed	assess	VERB
cuesj-535	36	4	the	the	DET
cuesj-535	36	5	vulnerability	vulnerability	NOUN
cuesj-535	36	6	issue	issue	NOUN
cuesj-535	36	7	while	while	SCONJ
cuesj-535	36	8	singling	single	VERB
cuesj-535	36	9	out	out	ADP
cuesj-535	36	10	cloud	cloud	NOUN
cuesj-535	36	11	computing	computing	NOUN
cuesj-535	36	12	from	from	ADP
cuesj-535	36	13	the	the	DET
cuesj-535	36	14	general	general	ADJ
cuesj-535	36	15	computing	computing	NOUN
cuesj-535	36	16	domain	domain	NOUN
cuesj-535	36	17	.	.	PUNCT
cuesj-535	37	1	therefore	therefore	ADV
cuesj-535	37	2	,	,	PUNCT
cuesj-535	37	3	they	they	PRON
cuesj-535	37	4	asserted	assert	VERB
cuesj-535	37	5	that	that	SCONJ
cuesj-535	37	6	cloud	cloud	NOUN
cuesj-535	37	7	computing	computing	NOUN
cuesj-535	37	8	enhances	enhance	VERB
cuesj-535	37	9	some	some	DET
cuesj-535	37	10	well	well	ADV
cuesj-535	37	11	-	-	PUNCT
cuesj-535	37	12	understood	understand	VERB
cuesj-535	37	13	vulnerabilities	vulnerability	NOUN
cuesj-535	37	14	and	and	CCONJ
cuesj-535	37	15	introduces	introduce	VERB
cuesj-535	37	16	new	new	ADJ
cuesj-535	37	17	ones	one	NOUN
cuesj-535	37	18	.	.	PUNCT
cuesj-535	38	1	akherfi	akherfi	PROPN
cuesj-535	38	2	et	et	PROPN
cuesj-535	38	3	al.[8	al.[8	PROPN
cuesj-535	38	4	]	]	PUNCT
cuesj-535	38	5	argues	argue	VERB
cuesj-535	38	6	that	that	SCONJ
cuesj-535	38	7	the	the	DET
cuesj-535	38	8	distinctions	distinction	NOUN
cuesj-535	38	9	between	between	ADP
cuesj-535	38	10	cloud	cloud	NOUN
cuesj-535	38	11	computing	computing	NOUN
cuesj-535	38	12	,	,	PUNCT
cuesj-535	38	13	service	service	NOUN
cuesj-535	38	14	-	-	PUNCT
cuesj-535	38	15	oriented	orient	VERB
cuesj-535	38	16	computing	computing	NOUN
cuesj-535	38	17	,	,	PUNCT
cuesj-535	38	18	and	and	CCONJ
cuesj-535	38	19	grid	grid	NOUN
cuesj-535	38	20	computing	computing	NOUN
cuesj-535	38	21	should	should	AUX
cuesj-535	38	22	be	be	AUX
cuesj-535	38	23	investigated	investigate	VERB
cuesj-535	38	24	.	.	PUNCT
cuesj-535	39	1	as	as	ADP
cuesj-535	39	2	a	a	DET
cuesj-535	39	3	result	result	NOUN
cuesj-535	39	4	,	,	PUNCT
cuesj-535	39	5	they	they	PRON
cuesj-535	39	6	developed	develop	VERB
cuesj-535	39	7	research	research	NOUN
cuesj-535	39	8	topics	topic	NOUN
cuesj-535	39	9	to	to	PART
cuesj-535	39	10	articulate	articulate	VERB
cuesj-535	39	11	future	future	ADJ
cuesj-535	39	12	study	study	NOUN
cuesj-535	39	13	problems	problem	NOUN
cuesj-535	39	14	and	and	CCONJ
cuesj-535	39	15	cloud	cloud	NOUN
cuesj-535	39	16	computing	computing	NOUN
cuesj-535	39	17	objectives	objective	NOUN
cuesj-535	39	18	.	.	PUNCT
cuesj-535	40	1	more	more	ADV
cuesj-535	40	2	importantly	importantly	ADV
cuesj-535	40	3	,	,	PUNCT
cuesj-535	40	4	they	they	PRON
cuesj-535	40	5	sought	seek	VERB
cuesj-535	40	6	to	to	PART
cuesj-535	40	7	establish	establish	VERB
cuesj-535	40	8	the	the	DET
cuesj-535	40	9	benefits	benefit	NOUN
cuesj-535	40	10	of	of	ADP
cuesj-535	40	11	the	the	DET
cuesj-535	40	12	three	three	NUM
cuesj-535	40	13	paradigms	paradigm	NOUN
cuesj-535	40	14	within	within	ADP
cuesj-535	40	15	the	the	DET
cuesj-535	40	16	context	context	NOUN
cuesj-535	40	17	of	of	ADP
cuesj-535	40	18	their	their	PRON
cuesj-535	40	19	coexistence	coexistence	NOUN
cuesj-535	40	20	.	.	PUNCT
cuesj-535	41	1	the	the	DET
cuesj-535	41	2	authors	author	NOUN
cuesj-535	41	3	explain	explain	VERB
cuesj-535	41	4	in	in	ADP
cuesj-535	41	5	the	the	DET
cuesj-535	41	6	definition	definition	NOUN
cuesj-535	41	7	of	of	ADP
cuesj-535	41	8	cce	cce	PROPN
cuesj-535	41	9	to	to	PART
cuesj-535	41	10	point	point	VERB
cuesj-535	41	11	out	out	ADP
cuesj-535	41	12	the	the	DET
cuesj-535	41	13	risks	risk	NOUN
cuesj-535	41	14	in	in	ADP
cuesj-535	41	15	cloud	cloud	NOUN
cuesj-535	41	16	computing	computing	NOUN
cuesj-535	41	17	;	;	PUNCT
cuesj-535	41	18	they	they	PRON
cuesj-535	41	19	should	should	AUX
cuesj-535	41	20	have	have	AUX
cuesj-535	41	21	depicted	depict	VERB
cuesj-535	41	22	the	the	DET
cuesj-535	41	23	strengths	strength	NOUN
cuesj-535	41	24	associated	associate	VERB
cuesj-535	41	25	with	with	ADP
cuesj-535	41	26	the	the	DET
cuesj-535	41	27	terms	term	NOUN
cuesj-535	41	28	used	use	VERB
cuesj-535	41	29	in	in	ADP
cuesj-535	41	30	the	the	DET
cuesj-535	41	31	definition	definition	NOUN
cuesj-535	41	32	.	.	PUNCT
cuesj-535	42	1	their	their	PRON
cuesj-535	42	2	dwelling	dwelling	NOUN
cuesj-535	42	3	on	on	ADP
cuesj-535	42	4	the	the	DET
cuesj-535	42	5	vulnerability	vulnerability	NOUN
cuesj-535	42	6	shows	show	VERB
cuesj-535	42	7	their	their	PRON
cuesj-535	42	8	biasness	biasness	NOUN
cuesj-535	42	9	in	in	ADP
cuesj-535	42	10	their	their	PRON
cuesj-535	42	11	assessment	assessment	NOUN
cuesj-535	42	12	.	.	PUNCT
cuesj-535	43	1	in	in	ADP
cuesj-535	43	2	al	al	PROPN
cuesj-535	43	3	-	-	PUNCT
cuesj-535	43	4	dhuraibi	dhuraibi	PROPN
cuesj-535	43	5	et	et	PROPN
cuesj-535	43	6	al	al	PROPN
cuesj-535	43	7	.	.	PROPN
cuesj-535	43	8	,[9	,[9	PROPN
cuesj-535	43	9	]	]	PUNCT
cuesj-535	43	10	the	the	DET
cuesj-535	43	11	authors	author	NOUN
cuesj-535	43	12	investigate	investigate	VERB
cuesj-535	43	13	cloud	cloud	NOUN
cuesj-535	43	14	computing	computing	NOUN
cuesj-535	43	15	’s	’s	PART
cuesj-535	43	16	advantages	advantage	NOUN
cuesj-535	43	17	,	,	PUNCT
cuesj-535	43	18	and	and	CCONJ
cuesj-535	43	19	they	they	PRON
cuesj-535	43	20	offer	offer	VERB
cuesj-535	43	21	the	the	DET
cuesj-535	43	22	future	future	ADJ
cuesj-535	43	23	development	development	NOUN
cuesj-535	43	24	issues	issue	NOUN
cuesj-535	43	25	on	on	ADP
cuesj-535	43	26	cces	cce	NOUN
cuesj-535	43	27	,	,	PUNCT
cuesj-535	43	28	among	among	ADP
cuesj-535	43	29	them	they	PRON
cuesj-535	43	30	,	,	PUNCT
cuesj-535	43	31	the	the	DET
cuesj-535	43	32	opportunity	opportunity	NOUN
cuesj-535	43	33	to	to	PART
cuesj-535	43	34	reduce	reduce	VERB
cuesj-535	43	35	the	the	DET
cuesj-535	43	36	vulnerability	vulnerability	NOUN
cuesj-535	43	37	of	of	ADP
cuesj-535	43	38	cces	cce	NOUN
cuesj-535	43	39	.	.	PUNCT
cuesj-535	44	1	however	however	ADV
cuesj-535	44	2	,	,	PUNCT
cuesj-535	44	3	the	the	DET
cuesj-535	44	4	inherent	inherent	ADJ
cuesj-535	44	5	nature	nature	NOUN
cuesj-535	44	6	of	of	ADP
cuesj-535	44	7	the	the	DET
cuesj-535	44	8	technology	technology	NOUN
cuesj-535	44	9	used	use	VERB
cuesj-535	44	10	in	in	ADP
cuesj-535	44	11	the	the	DET
cuesj-535	44	12	cce	cce	PROPN
cuesj-535	44	13	implementation	implementation	NOUN
cuesj-535	44	14	exposes	expose	VERB
cuesj-535	44	15	vulnerabilities	vulnerability	NOUN
cuesj-535	44	16	,	,	PUNCT
cuesj-535	44	17	including	include	VERB
cuesj-535	44	18	virtual	virtual	ADJ
cuesj-535	44	19	machine	machine	NOUN
cuesj-535	44	20	escape	escape	NOUN
cuesj-535	44	21	,	,	PUNCT
cuesj-535	44	22	session	session	NOUN
cuesj-535	44	23	riding	riding	NOUN
cuesj-535	44	24	and	and	CCONJ
cuesj-535	44	25	hijacking	hijacking	NOUN
cuesj-535	44	26	,	,	PUNCT
cuesj-535	44	27	and	and	CCONJ
cuesj-535	44	28	insecure	insecure	ADJ
cuesj-535	44	29	or	or	CCONJ
cuesj-535	44	30	outdated	outdated	ADJ
cuesj-535	44	31	cryptography	cryptography	NOUN
cuesj-535	44	32	.	.	PUNCT
cuesj-535	45	1	in	in	ADP
cuesj-535	45	2	addition	addition	NOUN
cuesj-535	45	3	to	to	ADP
cuesj-535	45	4	the	the	DET
cuesj-535	45	5	intrinsic	intrinsic	ADJ
cuesj-535	45	6	technologically	technologically	ADV
cuesj-535	45	7	based	base	VERB
cuesj-535	45	8	vulnerability	vulnerability	NOUN
cuesj-535	45	9	,	,	PUNCT
cuesj-535	45	10	there	there	PRON
cuesj-535	45	11	are	be	VERB
cuesj-535	45	12	cloud	cloud	NOUN
cuesj-535	45	13	-	-	PUNCT
cuesj-535	45	14	specific	specific	ADJ
cuesj-535	45	15	vulnerabilities.[10	vulnerabilities.[10	NOUN
cuesj-535	45	16	]	]	PUNCT
cuesj-535	45	17	such	such	ADJ
cuesj-535	45	18	vulnerabilities	vulnerability	NOUN
cuesj-535	45	19	can	can	AUX
cuesj-535	45	20	be	be	AUX
cuesj-535	45	21	associated	associate	VERB
cuesj-535	45	22	with	with	ADP
cuesj-535	45	23	the	the	DET
cuesj-535	45	24	very	very	ADJ
cuesj-535	45	25	nature	nature	NOUN
cuesj-535	45	26	of	of	ADP
cuesj-535	45	27	the	the	DET
cuesj-535	45	28	cloud	cloud	NOUN
cuesj-535	45	29	computing	computing	NOUN
cuesj-535	45	30	setting	setting	NOUN
cuesj-535	45	31	,	,	PUNCT
cuesj-535	45	32	thus	thus	ADV
cuesj-535	45	33	implanted	implant	VERB
cuesj-535	45	34	in	in	ADP
cuesj-535	45	35	the	the	DET
cuesj-535	45	36	definition	definition	NOUN
cuesj-535	45	37	of	of	ADP
cuesj-535	45	38	cce	cce	PROPN
cuesj-535	45	39	.	.	PUNCT
cuesj-535	46	1	according	accord	VERB
cuesj-535	46	2	to	to	ADP
cuesj-535	46	3	chahal	chahal	VERB
cuesj-535	46	4	et	et	PROPN
cuesj-535	46	5	al	al	PROPN
cuesj-535	46	6	.	.	PROPN
cuesj-535	46	7	,[11	,[11	PROPN
cuesj-535	46	8	]	]	PUNCT
cuesj-535	46	9	the	the	DET
cuesj-535	46	10	tools	tool	NOUN
cuesj-535	46	11	for	for	ADP
cuesj-535	46	12	launching	launch	VERB
cuesj-535	46	13	ddos	ddo	NOUN
cuesj-535	46	14	are	be	AUX
cuesj-535	46	15	widely	widely	ADV
cuesj-535	46	16	available	available	ADJ
cuesj-535	46	17	.	.	PUNCT
cuesj-535	47	1	the	the	DET
cuesj-535	47	2	author	author	NOUN
cuesj-535	47	3	further	further	ADJ
cuesj-535	47	4	posits	posit	VERB
cuesj-535	47	5	a	a	DET
cuesj-535	47	6	lack	lack	NOUN
cuesj-535	47	7	of	of	ADP
cuesj-535	47	8	an	an	DET
cuesj-535	47	9	effective	effective	ADJ
cuesj-535	47	10	mechanism	mechanism	NOUN
cuesj-535	47	11	that	that	PRON
cuesj-535	47	12	defends	defend	VERB
cuesj-535	47	13	ddos	ddos	NOUN
cuesj-535	47	14	attacks	attack	NOUN
cuesj-535	47	15	in	in	ADP
cuesj-535	47	16	a	a	DET
cuesj-535	47	17	reasonable	reasonable	ADJ
cuesj-535	47	18	amount	amount	NOUN
cuesj-535	47	19	of	of	ADP
cuesj-535	47	20	time	time	NOUN
cuesj-535	47	21	.	.	PUNCT
cuesj-535	48	1	after	after	ADP
cuesj-535	48	2	analyzing	analyze	VERB
cuesj-535	48	3	the	the	DET
cuesj-535	48	4	various	various	ADJ
cuesj-535	48	5	techniques	technique	NOUN
cuesj-535	48	6	available	available	ADJ
cuesj-535	48	7	to	to	PART
cuesj-535	48	8	reduce	reduce	VERB
cuesj-535	48	9	ddos	ddos	NOUN
cuesj-535	48	10	attacks	attack	NOUN
cuesj-535	48	11	,	,	PUNCT
cuesj-535	48	12	they	they	PRON
cuesj-535	48	13	concluded	conclude	VERB
cuesj-535	48	14	that	that	SCONJ
cuesj-535	48	15	none	none	NOUN
cuesj-535	48	16	of	of	ADP
cuesj-535	48	17	the	the	DET
cuesj-535	48	18	studied	study	VERB
cuesj-535	48	19	methods	method	NOUN
cuesj-535	48	20	met	meet	VERB
cuesj-535	48	21	their	their	PRON
cuesj-535	48	22	requirement	requirement	NOUN
cuesj-535	48	23	.	.	PUNCT
cuesj-535	49	1	their	their	PRON
cuesj-535	49	2	research	research	NOUN
cuesj-535	49	3	sets	set	VERB
cuesj-535	49	4	a	a	DET
cuesj-535	49	5	significant	significant	ADJ
cuesj-535	49	6	basis	basis	NOUN
cuesj-535	49	7	on	on	ADP
cuesj-535	49	8	the	the	DET
cuesj-535	49	9	threat	threat	NOUN
cuesj-535	49	10	posed	pose	VERB
cuesj-535	49	11	by	by	ADP
cuesj-535	49	12	ddos	ddo	NOUN
cuesj-535	49	13	to	to	ADP
cuesj-535	49	14	the	the	DET
cuesj-535	49	15	cces	cce	NOUN
cuesj-535	49	16	.	.	PUNCT
cuesj-535	50	1	their	their	PRON
cuesj-535	50	2	further	further	ADJ
cuesj-535	50	3	assertion	assertion	NOUN
cuesj-535	50	4	,	,	PUNCT
cuesj-535	50	5	based	base	VERB
cuesj-535	50	6	on	on	ADP
cuesj-535	50	7	their	their	PRON
cuesj-535	50	8	literature	literature	NOUN
cuesj-535	50	9	review	review	NOUN
cuesj-535	50	10	,	,	PUNCT
cuesj-535	50	11	that	that	SCONJ
cuesj-535	50	12	ddos	ddos	NOUN
cuesj-535	50	13	attacks	attack	NOUN
cuesj-535	50	14	occur	occur	VERB
cuesj-535	50	15	more	more	ADV
cuesj-535	50	16	frequently	frequently	ADV
cuesj-535	50	17	than	than	SCONJ
cuesj-535	50	18	reported	report	VERB
cuesj-535	50	19	,	,	PUNCT
cuesj-535	50	20	is	be	AUX
cuesj-535	50	21	a	a	DET
cuesj-535	50	22	further	further	ADJ
cuesj-535	50	23	ramification	ramification	NOUN
cuesj-535	50	24	of	of	ADP
cuesj-535	50	25	ddos	ddo	NOUN
cuesj-535	50	26	.	.	PUNCT
cuesj-535	51	1	nevertheless	nevertheless	ADV
cuesj-535	51	2	,	,	PUNCT
cuesj-535	51	3	ddos	ddo	NOUN
cuesj-535	51	4	remain	remain	VERB
cuesj-535	51	5	a	a	DET
cuesj-535	51	6	daunting	daunting	ADJ
cuesj-535	51	7	challenge	challenge	NOUN
cuesj-535	51	8	in	in	ADP
cuesj-535	51	9	cloud	cloud	ADJ
cuesj-535	51	10	computing	computing	NOUN
cuesj-535	51	11	environments	environment	NOUN
cuesj-535	51	12	,	,	PUNCT
cuesj-535	51	13	and	and	CCONJ
cuesj-535	51	14	it	it	PRON
cuesj-535	51	15	requires	require	VERB
cuesj-535	51	16	complex	complex	ADJ
cuesj-535	51	17	simulations	simulation	NOUN
cuesj-535	51	18	to	to	PART
cuesj-535	51	19	cope	cope	VERB
cuesj-535	51	20	with	with	ADP
cuesj-535	51	21	it	it	PRON
cuesj-535	51	22	.	.	PUNCT
cuesj-535	52	1	typically	typically	ADV
cuesj-535	52	2	,	,	PUNCT
cuesj-535	52	3	ddos	ddo	NOUN
cuesj-535	52	4	flood	flood	NOUN
cuesj-535	52	5	traffic	traffic	NOUN
cuesj-535	52	6	into	into	ADP
cuesj-535	52	7	servers	server	NOUN
cuesj-535	52	8	,	,	PUNCT
cuesj-535	52	9	systems	system	NOUN
cuesj-535	52	10	,	,	PUNCT
cuesj-535	52	11	or	or	CCONJ
cuesj-535	52	12	networks	network	NOUN
cuesj-535	52	13	to	to	PART
cuesj-535	52	14	overwhelm	overwhelm	VERB
cuesj-535	52	15	the	the	DET
cuesj-535	52	16	victim	victim	NOUN
cuesj-535	52	17	resources	resource	NOUN
cuesj-535	52	18	,	,	PUNCT
cuesj-535	52	19	making	make	VERB
cuesj-535	52	20	it	it	PRON
cuesj-535	52	21	difficult	difficult	ADJ
cuesj-535	52	22	for	for	SCONJ
cuesj-535	52	23	legitimate	legitimate	ADJ
cuesj-535	52	24	users	user	NOUN
cuesj-535	52	25	to	to	PART
cuesj-535	52	26	use	use	VERB
cuesj-535	52	27	them	they	PRON
cuesj-535	52	28	.	.	PUNCT
cuesj-535	53	1	furthremore	furthremore	ADV
cuesj-535	53	2	,	,	PUNCT
cuesj-535	53	3	the	the	DET
cuesj-535	53	4	attacks	attack	NOUN
cuesj-535	53	5	are	be	AUX
cuesj-535	53	6	directed	direct	VERB
cuesj-535	53	7	from	from	ADP
cuesj-535	53	8	multiple	multiple	ADJ
cuesj-535	53	9	attack	attack	NOUN
cuesj-535	53	10	systems	system	NOUN
cuesj-535	53	11	(	(	PUNCT
cuesj-535	53	12	distributed	distribute	VERB
cuesj-535	53	13	)	)	PUNCT
cuesj-535	53	14	,	,	PUNCT
cuesj-535	53	15	thus	thus	ADV
cuesj-535	53	16	complicating	complicate	VERB
cuesj-535	53	17	their	their	PRON
cuesj-535	53	18	detection	detection	NOUN
cuesj-535	53	19	and	and	CCONJ
cuesj-535	53	20	defending	defending	NOUN
cuesj-535	53	21	.	.	PUNCT
cuesj-535	54	1	in	in	ADP
cuesj-535	54	2	rossow	rossow	PROPN
cuesj-535	54	3	et	et	PROPN
cuesj-535	54	4	al	al	PROPN
cuesj-535	54	5	.	.	PROPN
cuesj-535	54	6	,[12	,[12	PROPN
cuesj-535	54	7	]	]	PUNCT
cuesj-535	54	8	the	the	DET
cuesj-535	54	9	authors	author	NOUN
cuesj-535	54	10	closely	closely	ADV
cuesj-535	54	11	analyzed	analyze	VERB
cuesj-535	54	12	twelve	twelve	NUM
cuesj-535	54	13	peer	peer	NOUN
cuesj-535	54	14	-	-	PUNCT
cuesj-535	54	15	to	to	ADP
cuesj-535	54	16	-	-	PUNCT
cuesj-535	54	17	peer	peer	NOUN
cuesj-535	54	18	(	(	PUNCT
cuesj-535	54	19	p2p	p2p	NOUN
cuesj-535	54	20	)	)	PUNCT
cuesj-535	54	21	botnet	botnet	NOUN
cuesj-535	54	22	variants	variant	NOUN
cuesj-535	54	23	still	still	ADV
cuesj-535	54	24	active	active	ADJ
cuesj-535	54	25	.	.	PUNCT
cuesj-535	55	1	as	as	SCONJ
cuesj-535	55	2	shown	show	VERB
cuesj-535	55	3	in	in	ADP
cuesj-535	55	4	table	table	NOUN
cuesj-535	55	5	1	1	NUM
cuesj-535	55	6	,	,	PUNCT
cuesj-535	55	7	each	each	DET
cuesj-535	55	8	p2p	p2p	NOUN
cuesj-535	55	9	botnet	botnet	NOUN
cuesj-535	55	10	has	have	VERB
cuesj-535	55	11	its	its	PRON
cuesj-535	55	12	communication	communication	NOUN
cuesj-535	55	13	protocol	protocol	NOUN
cuesj-535	55	14	,	,	PUNCT
cuesj-535	55	15	message	message	NOUN
cuesj-535	55	16	propagation	propagation	NOUN
cuesj-535	55	17	technique	technique	NOUN
cuesj-535	55	18	,	,	PUNCT
cuesj-535	55	19	communication	communication	NOUN
cuesj-535	55	20	direction	direction	NOUN
cuesj-535	55	21	,	,	PUNCT
cuesj-535	55	22	command	command	NOUN
cuesj-535	55	23	-	-	PUNCT
cuesj-535	55	24	and	and	CCONJ
cuesj-535	55	25	-	-	PUNCT
cuesj-535	55	26	control	control	NOUN
cuesj-535	55	27	(	(	PUNCT
cuesj-535	55	28	c&c	c&c	NOUN
cuesj-535	55	29	)	)	PUNCT
cuesj-535	55	30	architecture	architecture	NOUN
cuesj-535	55	31	,	,	PUNCT
cuesj-535	55	32	and	and	CCONJ
cuesj-535	55	33	purpose	purpose	NOUN
cuesj-535	55	34	.	.	PUNCT
cuesj-535	56	1	the	the	DET
cuesj-535	56	2	major	major	ADJ
cuesj-535	56	3	goal	goal	NOUN
cuesj-535	56	4	is	be	AUX
cuesj-535	56	5	written	write	VERB
cuesj-535	56	6	in	in	ADP
cuesj-535	56	7	capital	capital	NOUN
cuesj-535	56	8	letters	letter	NOUN
cuesj-535	56	9	.	.	PUNCT
cuesj-535	57	1	s	s	PART
cuesj-535	57	2	=	=	NOUN
cuesj-535	57	3	spam	spam	NOUN
cuesj-535	57	4	,	,	PUNCT
cuesj-535	57	5	t	t	NOUN
cuesj-535	57	6	=	=	SYM
cuesj-535	57	7	credential	credential	ADJ
cuesj-535	57	8	theft	theft	NOUN
cuesj-535	57	9	,	,	PUNCT
cuesj-535	57	10	c	c	NOUN
cuesj-535	57	11	=	=	PRON
cuesj-535	57	12	click	click	VERB
cuesj-535	57	13	fraud	fraud	NOUN
cuesj-535	57	14	,	,	PUNCT
cuesj-535	57	15	d	d	X
cuesj-535	57	16	=	=	SYM
cuesj-535	57	17	ddos	ddo	NOUN
cuesj-535	57	18	,	,	PUNCT
cuesj-535	57	19	m	m	NOUN
cuesj-535	57	20	=	=	ADJ
cuesj-535	57	21	bitcoin	bitcoin	NOUN
cuesj-535	57	22	mining	mining	NOUN
cuesj-535	57	23	,	,	PUNCT
cuesj-535	57	24	n	n	NOUN
cuesj-535	57	25	=	=	NOUN
cuesj-535	57	26	network	network	NOUN
cuesj-535	57	27	services	service	NOUN
cuesj-535	57	28	=	=	NOUN
cuesj-535	57	29	pay	pay	VERB
cuesj-535	57	30	-	-	PUNCT
cuesj-535	57	31	per	per	ADP
cuesj-535	57	32	-	-	PUNCT
cuesj-535	57	33	install	install	NOUN
cuesj-535	57	34	rossow	rossow	NOUN
cuesj-535	57	35	et	et	NOUN
cuesj-535	57	36	al.[12	al.[12	PROPN
cuesj-535	57	37	]	]	PUNCT
cuesj-535	57	38	adapted	adapt	VERB
cuesj-535	57	39	table	table	NOUN
cuesj-535	57	40	1	1	NUM
cuesj-535	57	41	.	.	PUNCT
cuesj-535	58	1	unlike	unlike	ADP
cuesj-535	58	2	p2p	p2p	NOUN
cuesj-535	58	3	and	and	CCONJ
cuesj-535	58	4	internet	internet	NOUN
cuesj-535	58	5	relay	relay	NOUN
cuesj-535	58	6	chat	chat	NOUN
cuesj-535	58	7	(	(	PUNCT
cuesj-535	58	8	irc	irc	NOUN
cuesj-535	58	9	)	)	PUNCT
cuesj-535	58	10	botnets	botnet	NOUN
cuesj-535	58	11	,	,	PUNCT
cuesj-535	58	12	hypertext	hypertext	NOUN
cuesj-535	58	13	transfer	transfer	NOUN
cuesj-535	58	14	protocol	protocol	NOUN
cuesj-535	58	15	(	(	PUNCT
cuesj-535	58	16	http	http	NOUN
cuesj-535	58	17	)	)	PUNCT
cuesj-535	58	18	botnets	botnet	NOUN
cuesj-535	58	19	employ	employ	VERB
cuesj-535	58	20	a	a	DET
cuesj-535	58	21	wide	wide	ADJ
cuesj-535	58	22	range	range	NOUN
cuesj-535	58	23	of	of	ADP
cuesj-535	58	24	http	http	PROPN
cuesj-535	58	25	services	service	NOUN
cuesj-535	58	26	,	,	PUNCT
cuesj-535	58	27	making	make	VERB
cuesj-535	58	28	it	it	PRON
cuesj-535	58	29	difficult	difficult	ADJ
cuesj-535	58	30	to	to	PART
cuesj-535	58	31	prevent	prevent	VERB
cuesj-535	58	32	them	they	PRON
cuesj-535	58	33	.	.	PUNCT
cuesj-535	59	1	attacking	attack	VERB
cuesj-535	59	2	with	with	ADP
cuesj-535	59	3	a	a	DET
cuesj-535	59	4	trojan	trojan	NOUN
cuesj-535	59	5	allows	allow	VERB
cuesj-535	59	6	the	the	DET
cuesj-535	59	7	attacker	attacker	NOUN
cuesj-535	59	8	to	to	PART
cuesj-535	59	9	download	download	VERB
cuesj-535	59	10	a	a	DET
cuesj-535	59	11	zombie	zombie	NOUN
cuesj-535	59	12	agent	agent	NOUN
cuesj-535	59	13	,	,	PUNCT
cuesj-535	59	14	or	or	CCONJ
cuesj-535	59	15	the	the	DET
cuesj-535	59	16	trojan	trojan	NOUN
cuesj-535	59	17	itself	itself	PRON
cuesj-535	59	18	may	may	AUX
cuesj-535	59	19	contain	contain	VERB
cuesj-535	59	20	one	one	NUM
cuesj-535	59	21	.	.	PUNCT
cuesj-535	60	1	the	the	DET
cuesj-535	60	2	number	number	NOUN
cuesj-535	60	3	of	of	ADP
cuesj-535	60	4	trojan	trojan	NOUN
cuesj-535	60	5	attacks	attack	NOUN
cuesj-535	60	6	has	have	AUX
cuesj-535	60	7	increased	increase	VERB
cuesj-535	60	8	,	,	PUNCT
cuesj-535	60	9	with	with	ADP
cuesj-535	60	10	most	most	ADJ
cuesj-535	60	11	of	of	ADP
cuesj-535	60	12	them	they	PRON
cuesj-535	60	13	aimed	aim	VERB
cuesj-535	60	14	at	at	ADP
cuesj-535	60	15	web	web	NOUN
cuesj-535	60	16	servers	server	NOUN
cuesj-535	60	17	.	.	PUNCT
cuesj-535	61	1	automated	automate	VERB
cuesj-535	61	2	tools	tool	NOUN
cuesj-535	61	3	that	that	PRON
cuesj-535	61	4	exploit	exploit	VERB
cuesj-535	61	5	flaws	flaw	NOUN
cuesj-535	61	6	in	in	ADP
cuesj-535	61	7	programs	program	NOUN
cuesj-535	61	8	that	that	PRON
cuesj-535	61	9	listen	listen	VERB
cuesj-535	61	10	for	for	ADP
cuesj-535	61	11	connections	connection	NOUN
cuesj-535	61	12	from	from	ADP
cuesj-535	61	13	remote	remote	ADJ
cuesj-535	61	14	hosts	host	NOUN
cuesj-535	61	15	are	be	AUX
cuesj-535	61	16	also	also	ADV
cuesj-535	61	17	being	be	AUX
cuesj-535	61	18	used	use	VERB
cuesj-535	61	19	by	by	ADP
cuesj-535	61	20	attackers	attacker	NOUN
cuesj-535	61	21	to	to	ADP
cuesj-535	61	22	access	access	NOUN
cuesj-535	61	23	systems	system	NOUN
cuesj-535	61	24	.	.	PUNCT
cuesj-535	62	1	computer	computer	NOUN
cuesj-535	62	2	security	security	NOUN
cuesj-535	62	3	experts	expert	NOUN
cuesj-535	62	4	and	and	CCONJ
cuesj-535	62	5	law	law	NOUN
cuesj-535	62	6	enforcement	enforcement	NOUN
cuesj-535	62	7	agencies	agency	NOUN
cuesj-535	62	8	can	can	AUX
cuesj-535	62	9	easily	easily	ADV
cuesj-535	62	10	take	take	VERB
cuesj-535	62	11	down	down	ADP
cuesj-535	62	12	centralized	centralized	ADJ
cuesj-535	62	13	botnets	botnet	NOUN
cuesj-535	62	14	.	.	PUNCT
cuesj-535	63	1	as	as	ADP
cuesj-535	63	2	a	a	DET
cuesj-535	63	3	result	result	NOUN
cuesj-535	63	4	,	,	PUNCT
cuesj-535	63	5	botnet	botnet	NOUN
cuesj-535	63	6	operators	operator	NOUN
cuesj-535	63	7	have	have	AUX
cuesj-535	63	8	looked	look	VERB
cuesj-535	63	9	for	for	ADP
cuesj-535	63	10	novel	novel	ADJ
cuesj-535	63	11	ways	way	NOUN
cuesj-535	63	12	to	to	PART
cuesj-535	63	13	fortify	fortify	VERB
cuesj-535	63	14	their	their	PRON
cuesj-535	63	15	botnets	botnet	NOUN
cuesj-535	63	16	’	'	PUNCT
cuesj-535	63	17	infrastructures	infrastructure	NOUN
cuesj-535	63	18	.	.	PUNCT
cuesj-535	64	1	some	some	DET
cuesj-535	64	2	botnet	botnet	NOUN
cuesj-535	64	3	operators	operator	NOUN
cuesj-535	64	4	have	have	AUX
cuesj-535	64	5	reconfigured	reconfigure	VERB
cuesj-535	64	6	their	their	PRON
cuesj-535	64	7	botnets	botnet	NOUN
cuesj-535	64	8	to	to	PART
cuesj-535	64	9	employ	employ	VERB
cuesj-535	64	10	p2p	p2p	NOUN
cuesj-535	64	11	infrastructures	infrastructure	NOUN
cuesj-535	64	12	to	to	PART
cuesj-535	64	13	achieve	achieve	VERB
cuesj-535	64	14	this	this	DET
cuesj-535	64	15	goal	goal	NOUN
cuesj-535	64	16	.	.	PUNCT
cuesj-535	65	1	because	because	SCONJ
cuesj-535	65	2	they	they	PRON
cuesj-535	65	3	have	have	VERB
cuesj-535	65	4	no	no	DET
cuesj-535	65	5	single	single	ADJ
cuesj-535	65	6	point	point	NOUN
cuesj-535	65	7	of	of	ADP
cuesj-535	65	8	failure	failure	NOUN
cuesj-535	65	9	,	,	PUNCT
cuesj-535	65	10	many	many	ADJ
cuesj-535	65	11	p2p	p2p	NOUN
cuesj-535	65	12	botnets	botnet	NOUN
cuesj-535	65	13	are	be	AUX
cuesj-535	65	14	significantly	significantly	ADV
cuesj-535	65	15	more	more	ADV
cuesj-535	65	16	resistant	resistant	ADJ
cuesj-535	65	17	to	to	ADP
cuesj-535	65	18	takedown	takedown	NOUN
cuesj-535	65	19	attempts	attempt	NOUN
cuesj-535	65	20	than	than	ADP
cuesj-535	65	21	centralized	centralized	ADJ
cuesj-535	65	22	botnets	botnet	NOUN
cuesj-535	65	23	.	.	PUNCT
cuesj-535	66	1	p2p	p2p	NOUN
cuesj-535	66	2	botnets	botnet	NOUN
cuesj-535	66	3	,	,	PUNCT
cuesj-535	66	4	on	on	ADP
cuesj-535	66	5	the	the	DET
cuesj-535	66	6	other	other	ADJ
cuesj-535	66	7	hand	hand	NOUN
cuesj-535	66	8	,	,	PUNCT
cuesj-535	66	9	are	be	AUX
cuesj-535	66	10	vulnerable	vulnerable	ADJ
cuesj-535	66	11	to	to	ADP
cuesj-535	66	12	specific	specific	ADJ
cuesj-535	66	13	table	table	NOUN
cuesj-535	66	14	1	1	NUM
cuesj-535	66	15	:	:	PUNCT
cuesj-535	66	16	comparison	comparison	NOUN
cuesj-535	66	17	and	and	CCONJ
cuesj-535	66	18	overview	overview	NOUN
cuesj-535	66	19	of	of	ADP
cuesj-535	66	20	p2p	p2p	NOUN
cuesj-535	66	21	botnet	botnet	NOUN
cuesj-535	66	22	family	family	NOUN
cuesj-535	66	23	protocol	protocol	NOUN
cuesj-535	66	24	prop	prop	NOUN
cuesj-535	66	25	.	.	PUNCT
cuesj-535	67	1	dir	dir	PROPN
cuesj-535	67	2	.	.	PUNCT
cuesj-535	68	1	c&c	c&c	PROPN
cuesj-535	68	2	propose	propose	VERB
cuesj-535	68	3	kelihos	kelihos	ADJ
cuesj-535	68	4	custom	custom	NOUN
cuesj-535	68	5	gossip	gossip	NOUN
cuesj-535	68	6	pull	pull	VERB
cuesj-535	68	7	hybrid	hybrid	ADJ
cuesj-535	68	8	c	c	NOUN
cuesj-535	68	9	,	,	PUNCT
cuesj-535	68	10	d	d	PROPN
cuesj-535	68	11	,	,	PUNCT
cuesj-535	68	12	m	m	PROPN
cuesj-535	68	13	,	,	PUNCT
cuesj-535	68	14	n	n	CCONJ
cuesj-535	68	15	,	,	PUNCT
cuesj-535	68	16	s	s	PART
cuesj-535	68	17	miner	miner	NOUN
cuesj-535	68	18	custom	custom	NOUN
cuesj-535	68	19	gossip	gossip	NOUN
cuesj-535	68	20	pull	pull	VERB
cuesj-535	68	21	hybrid	hybrid	ADJ
cuesj-535	68	22	d	d	PROPN
cuesj-535	68	23	,	,	PUNCT
cuesj-535	68	24	m	m	PROPN
cuesj-535	68	25	,	,	PUNCT
cuesj-535	68	26	p	p	PROPN
cuesj-535	68	27	nugache	nugache	NOUN
cuesj-535	68	28	custom	custom	NOUN
cuesj-535	68	29	gossip	gossip	NOUN
cuesj-535	68	30	pull	pull	VERB
cuesj-535	68	31	p2p	p2p	NOUN
cuesj-535	68	32	d	d	NOUN
cuesj-535	68	33	,	,	PUNCT
cuesj-535	68	34	t	t	PROPN
cuesj-535	68	35	sality	sality	NOUN
cuesj-535	68	36	custom	custom	NOUN
cuesj-535	68	37	gossip	gossip	NOUN
cuesj-535	68	38	pull	pull	VERB
cuesj-535	68	39	p2p	p2p	NOUN
cuesj-535	68	40	d	d	NOUN
cuesj-535	68	41	,	,	PUNCT
cuesj-535	68	42	n	n	CCONJ
cuesj-535	68	43	,	,	PUNCT
cuesj-535	68	44	p	p	NOUN
cuesj-535	68	45	storm	storm	NOUN
cuesj-535	68	46	overnet	overnet	NOUN
cuesj-535	68	47	routing	routing	NOUN
cuesj-535	68	48	pull	pull	VERB
cuesj-535	68	49	hybrid	hybrid	ADJ
cuesj-535	68	50	d	d	PROPN
cuesj-535	68	51	,	,	PUNCT
cuesj-535	68	52	s	s	PROPN
cuesj-535	68	53	,	,	PUNCT
cuesj-535	68	54	t	t	PROPN
cuesj-535	68	55	waledac	waledac	PROPN
cuesj-535	68	56	custom	custom	NOUN
cuesj-535	68	57	gossip	gossip	NOUN
cuesj-535	68	58	pull	pull	VERB
cuesj-535	68	59	hybrid	hybrid	ADJ
cuesj-535	68	60	d	d	PROPN
cuesj-535	68	61	,	,	PUNCT
cuesj-535	68	62	s	s	PROPN
cuesj-535	68	63	,	,	PUNCT
cuesj-535	68	64	t	t	PROPN
cuesj-535	68	65	zeroaccess	zeroaccess	NOUN
cuesj-535	68	66	custom	custom	NOUN
cuesj-535	68	67	gossip	gossip	NOUN
cuesj-535	68	68	pull	pull	VERB
cuesj-535	68	69	p2p	p2p	NOUN
cuesj-535	68	70	p	p	PROPN
cuesj-535	68	71	zeus	zeus	PROPN
cuesj-535	68	72	custom	custom	NOUN
cuesj-535	68	73	gossip	gossip	NOUN
cuesj-535	68	74	both	both	CCONJ
cuesj-535	68	75	hybrid	hybrid	ADJ
cuesj-535	68	76	d	d	PROPN
cuesj-535	68	77	,	,	PUNCT
cuesj-535	68	78	p	p	PROPN
cuesj-535	68	79	,	,	PUNCT
cuesj-535	68	80	t	t	PROPN
cuesj-535	68	81	aziz	aziz	PROPN
cuesj-535	68	82	,	,	PUNCT
cuesj-535	68	83	et	et	PROPN
cuesj-535	68	84	al	al	PROPN
cuesj-535	68	85	.	.	PUNCT
cuesj-535	68	86	:	:	PUNCT
cuesj-535	69	1	ddos	ddo	NOUN
cuesj-535	69	2	attacks	attack	NOUN
cuesj-535	69	3	on	on	ADP
cuesj-535	69	4	cloud	cloud	NOUN
cuesj-535	69	5	49	49	NUM
cuesj-535	69	6	http://journals.cihanuniversity.edu.iq/index.php/cuesj	http://journals.cihanuniversity.edu.iq/index.php/cuesj	ADJ
cuesj-535	69	7	cuesj	cuesj	ADJ
cuesj-535	69	8	2022	2022	NUM
cuesj-535	69	9	,	,	PUNCT
cuesj-535	69	10	6	6	NUM
cuesj-535	69	11	(	(	PUNCT
cuesj-535	69	12	1	1	NUM
cuesj-535	69	13	):	):	PUNCT
cuesj-535	69	14	47	47	NUM
cuesj-535	69	15	-	-	SYM
cuesj-535	69	16	52	52	NUM
cuesj-535	69	17	types	type	NOUN
cuesj-535	69	18	of	of	ADP
cuesj-535	69	19	assaults	assault	NOUN
cuesj-535	69	20	,	,	PUNCT
cuesj-535	69	21	such	such	ADJ
cuesj-535	69	22	as	as	ADP
cuesj-535	69	23	node	node	ADJ
cuesj-535	69	24	enumeration	enumeration	NOUN
cuesj-535	69	25	and	and	CCONJ
cuesj-535	69	26	poisoning.[13	poisoning.[13	PROPN
cuesj-535	69	27	]	]	PUNCT
cuesj-535	69	28	the	the	DET
cuesj-535	69	29	important	important	ADJ
cuesj-535	69	30	outlines	outline	NOUN
cuesj-535	69	31	of	of	ADP
cuesj-535	69	32	this	this	DET
cuesj-535	69	33	paper	paper	NOUN
cuesj-535	69	34	are	be	AUX
cuesj-535	69	35	providing	provide	VERB
cuesj-535	69	36	a	a	DET
cuesj-535	69	37	review	review	NOUN
cuesj-535	69	38	for	for	ADP
cuesj-535	69	39	specific	specific	ADJ
cuesj-535	69	40	ddos	ddos	NOUN
cuesj-535	69	41	attacks	attack	NOUN
cuesj-535	69	42	on	on	ADP
cuesj-535	69	43	cce	cce	PROPN
cuesj-535	69	44	,	,	PUNCT
cuesj-535	69	45	as	as	ADV
cuesj-535	69	46	well	well	ADV
cuesj-535	69	47	as	as	ADP
cuesj-535	69	48	the	the	DET
cuesj-535	69	49	kind	kind	NOUN
cuesj-535	69	50	of	of	ADP
cuesj-535	69	51	detriment	detriment	NOUN
cuesj-535	69	52	could	could	AUX
cuesj-535	69	53	cause	cause	VERB
cuesj-535	69	54	.	.	PUNCT
cuesj-535	70	1	while	while	SCONJ
cuesj-535	70	2	the	the	DET
cuesj-535	70	3	chief	chief	NOUN
cuesj-535	70	4	aims	aim	NOUN
cuesj-535	70	5	of	of	ADP
cuesj-535	70	6	this	this	DET
cuesj-535	70	7	paper	paper	NOUN
cuesj-535	70	8	are	be	AUX
cuesj-535	70	9	to	to	PART
cuesj-535	70	10	identify	identify	VERB
cuesj-535	70	11	the	the	DET
cuesj-535	70	12	various	various	ADJ
cuesj-535	70	13	kinds	kind	NOUN
cuesj-535	70	14	of	of	ADP
cuesj-535	70	15	ddos	ddos	NOUN
cuesj-535	70	16	attacks	attack	NOUN
cuesj-535	70	17	,	,	PUNCT
cuesj-535	70	18	their	their	PRON
cuesj-535	70	19	destructive	destructive	ADJ
cuesj-535	70	20	capabilities	capability	NOUN
cuesj-535	70	21	,	,	PUNCT
cuesj-535	70	22	best	good	ADJ
cuesj-535	70	23	these	these	DET
cuesj-535	70	24	issues	issue	NOUN
cuesj-535	70	25	could	could	AUX
cuesj-535	70	26	be	be	AUX
cuesj-535	70	27	counter	counter	ADJ
cuesj-535	70	28	-	-	VERB
cuesj-535	70	29	attacked	attack	VERB
cuesj-535	70	30	and	and	CCONJ
cuesj-535	70	31	resolved	resolve	VERB
cuesj-535	70	32	for	for	ADP
cuesj-535	70	33	the	the	DET
cuesj-535	70	34	benefit	benefit	NOUN
cuesj-535	70	35	of	of	ADP
cuesj-535	70	36	all	all	DET
cuesj-535	70	37	stakeholders	stakeholder	NOUN
cuesj-535	70	38	along	along	ADP
cuesj-535	70	39	the	the	DET
cuesj-535	70	40	cloud	cloud	NOUN
cuesj-535	70	41	continuum	continuum	PROPN
cuesj-535	70	42	,	,	PUNCT
cuesj-535	70	43	preferably	preferably	ADV
cuesj-535	70	44	as	as	ADP
cuesj-535	70	45	permanent	permanent	ADJ
cuesj-535	70	46	solutions	solution	NOUN
cuesj-535	70	47	.	.	PUNCT
cuesj-535	71	1	this	this	DET
cuesj-535	71	2	paper	paper	NOUN
cuesj-535	71	3	’s	’s	PART
cuesj-535	71	4	structure	structure	NOUN
cuesj-535	71	5	is	be	AUX
cuesj-535	71	6	as	as	SCONJ
cuesj-535	71	7	follows	follow	VERB
cuesj-535	71	8	:	:	PUNCT
cuesj-535	71	9	section	section	NOUN
cuesj-535	71	10	2	2	NUM
cuesj-535	71	11	offered	offer	VERB
cuesj-535	71	12	the	the	DET
cuesj-535	71	13	analysis	analysis	NOUN
cuesj-535	71	14	of	of	ADP
cuesj-535	71	15	specific	specific	ADJ
cuesj-535	71	16	ddos	ddo	NOUN
cuesj-535	71	17	attacks	attack	NOUN
cuesj-535	71	18	.	.	PUNCT
cuesj-535	72	1	section	section	NOUN
cuesj-535	72	2	3	3	NUM
cuesj-535	72	3	explained	explain	VERB
cuesj-535	72	4	the	the	DET
cuesj-535	72	5	remedies	remedy	NOUN
cuesj-535	72	6	for	for	ADP
cuesj-535	72	7	ddos	ddo	NOUN
cuesj-535	72	8	were	be	AUX
cuesj-535	72	9	offered	offer	VERB
cuesj-535	72	10	previously	previously	ADV
cuesj-535	72	11	.	.	PUNCT
cuesj-535	73	1	section	section	NOUN
cuesj-535	73	2	4	4	NUM
cuesj-535	73	3	concludes	conclude	VERB
cuesj-535	73	4	this	this	DET
cuesj-535	73	5	paper	paper	NOUN
cuesj-535	73	6	.	.	PUNCT
cuesj-535	74	1	analysis	analysis	NOUN
cuesj-535	74	2	of	of	ADP
cuesj-535	74	3	specific	specific	ADJ
cuesj-535	74	4	ddos	ddo	NOUN
cuesj-535	74	5	this	this	DET
cuesj-535	74	6	section	section	NOUN
cuesj-535	74	7	offers	offer	VERB
cuesj-535	74	8	specific	specific	ADJ
cuesj-535	74	9	ddos	ddos	NOUN
cuesj-535	74	10	attacks	attack	NOUN
cuesj-535	74	11	on	on	ADP
cuesj-535	74	12	cce	cce	PROPN
cuesj-535	74	13	based	base	VERB
cuesj-535	74	14	on	on	ADP
cuesj-535	74	15	published	publish	VERB
cuesj-535	74	16	reports	report	NOUN
cuesj-535	74	17	and	and	CCONJ
cuesj-535	74	18	other	other	ADJ
cuesj-535	74	19	credible	credible	ADJ
cuesj-535	74	20	sources	source	NOUN
cuesj-535	74	21	.	.	PUNCT
cuesj-535	75	1	therefore	therefore	ADV
cuesj-535	75	2	,	,	PUNCT
cuesj-535	75	3	this	this	DET
cuesj-535	75	4	paper	paper	NOUN
cuesj-535	75	5	will	will	AUX
cuesj-535	75	6	use	use	VERB
cuesj-535	75	7	reports	report	NOUN
cuesj-535	75	8	on	on	ADP
cuesj-535	75	9	the	the	DET
cuesj-535	75	10	nature	nature	NOUN
cuesj-535	75	11	and	and	CCONJ
cuesj-535	75	12	frequency	frequency	NOUN
cuesj-535	75	13	of	of	ADP
cuesj-535	75	14	occurrence	occurrence	NOUN
cuesj-535	75	15	,	,	PUNCT
cuesj-535	75	16	the	the	DET
cuesj-535	75	17	extent	extent	NOUN
cuesj-535	75	18	of	of	ADP
cuesj-535	75	19	detriment	detriment	NOUN
cuesj-535	75	20	,	,	PUNCT
cuesj-535	75	21	and	and	CCONJ
cuesj-535	75	22	reports	report	NOUN
cuesj-535	75	23	on	on	ADP
cuesj-535	75	24	efforts	effort	NOUN
cuesj-535	75	25	to	to	PART
cuesj-535	75	26	deal	deal	VERB
cuesj-535	75	27	with	with	ADP
cuesj-535	75	28	ddos	ddo	NOUN
cuesj-535	75	29	.	.	PUNCT
cuesj-535	76	1	the	the	DET
cuesj-535	76	2	first	first	ADJ
cuesj-535	76	3	step	step	NOUN
cuesj-535	76	4	is	be	AUX
cuesj-535	76	5	to	to	PART
cuesj-535	76	6	analyze	analyze	VERB
cuesj-535	76	7	the	the	DET
cuesj-535	76	8	general	general	ADJ
cuesj-535	76	9	architecture	architecture	NOUN
cuesj-535	76	10	of	of	ADP
cuesj-535	76	11	ddos	ddo	NOUN
cuesj-535	76	12	,	,	PUNCT
cuesj-535	76	13	which	which	PRON
cuesj-535	76	14	is	be	AUX
cuesj-535	76	15	shown	show	VERB
cuesj-535	76	16	in	in	ADP
cuesj-535	76	17	figure	figure	NOUN
cuesj-535	76	18	1	1	NUM
cuesj-535	76	19	.	.	PUNCT
cuesj-535	77	1	ddos	ddo	NOUN
cuesj-535	77	2	attacks	attack	NOUN
cuesj-535	77	3	are	be	AUX
cuesj-535	77	4	known	know	VERB
cuesj-535	77	5	to	to	PART
cuesj-535	77	6	originate	originate	VERB
cuesj-535	77	7	from	from	ADP
cuesj-535	77	8	multiple	multiple	ADJ
cuesj-535	77	9	sources	source	NOUN
cuesj-535	77	10	or	or	CCONJ
cuesj-535	77	11	multiple	multiple	ADJ
cuesj-535	77	12	locations	location	NOUN
cuesj-535	77	13	simultaneously	simultaneously	ADV
cuesj-535	77	14	,	,	PUNCT
cuesj-535	77	15	as	as	SCONJ
cuesj-535	77	16	evidenced	evidence	VERB
cuesj-535	77	17	by	by	ADP
cuesj-535	77	18	their	their	PRON
cuesj-535	77	19	general	general	ADJ
cuesj-535	77	20	architecture	architecture	NOUN
cuesj-535	77	21	.	.	PUNCT
cuesj-535	78	1	the	the	DET
cuesj-535	78	2	participants	participant	NOUN
cuesj-535	78	3	in	in	ADP
cuesj-535	78	4	a	a	DET
cuesj-535	78	5	ddos	ddos	NOUN
cuesj-535	78	6	attack	attack	NOUN
cuesj-535	78	7	are	be	AUX
cuesj-535	78	8	also	also	ADV
cuesj-535	78	9	visible.[14	visible.[14	PROPN
cuesj-535	78	10	]	]	X
cuesj-535	78	11	second	second	ADV
cuesj-535	78	12	,	,	PUNCT
cuesj-535	78	13	the	the	DET
cuesj-535	78	14	importance	importance	NOUN
cuesj-535	78	15	of	of	ADP
cuesj-535	78	16	ddos	ddo	NOUN
cuesj-535	78	17	issues	issue	NOUN
cuesj-535	78	18	can	can	AUX
cuesj-535	78	19	be	be	AUX
cuesj-535	78	20	ascribed	ascribe	VERB
cuesj-535	78	21	to	to	ADP
cuesj-535	78	22	(	(	PUNCT
cuesj-535	78	23	1	1	X
cuesj-535	78	24	)	)	PUNCT
cuesj-535	78	25	numerous	numerous	ADJ
cuesj-535	78	26	attack	attack	NOUN
cuesj-535	78	27	machines	machine	NOUN
cuesj-535	78	28	can	can	AUX
cuesj-535	78	29	create	create	VERB
cuesj-535	78	30	more	more	ADJ
cuesj-535	78	31	attack	attack	NOUN
cuesj-535	78	32	traffic	traffic	NOUN
cuesj-535	78	33	than	than	ADP
cuesj-535	78	34	a	a	DET
cuesj-535	78	35	single	single	ADJ
cuesj-535	78	36	attack	attack	NOUN
cuesj-535	78	37	machine	machine	NOUN
cuesj-535	78	38	,	,	PUNCT
cuesj-535	78	39	(	(	PUNCT
cuesj-535	78	40	2	2	X
cuesj-535	78	41	)	)	PUNCT
cuesj-535	78	42	several	several	ADJ
cuesj-535	78	43	attack	attack	NOUN
cuesj-535	78	44	machines	machine	NOUN
cuesj-535	78	45	are	be	AUX
cuesj-535	78	46	more	more	ADV
cuesj-535	78	47	difficult	difficult	ADJ
cuesj-535	78	48	to	to	PART
cuesj-535	78	49	turn	turn	VERB
cuesj-535	78	50	off	off	ADP
cuesj-535	78	51	than	than	ADP
cuesj-535	78	52	a	a	DET
cuesj-535	78	53	single	single	ADJ
cuesj-535	78	54	attack	attack	NOUN
cuesj-535	78	55	machine	machine	NOUN
cuesj-535	78	56	,	,	PUNCT
cuesj-535	78	57	and	and	CCONJ
cuesj-535	78	58	(	(	PUNCT
cuesj-535	78	59	3	3	X
cuesj-535	78	60	)	)	PUNCT
cuesj-535	78	61	each	each	DET
cuesj-535	78	62	attack	attack	NOUN
cuesj-535	78	63	machine	machine	NOUN
cuesj-535	78	64	’s	’s	PART
cuesj-535	78	65	behavior	behavior	NOUN
cuesj-535	78	66	can	can	AUX
cuesj-535	78	67	be	be	AUX
cuesj-535	78	68	stealthier	stealthy	ADJ
cuesj-535	78	69	,	,	PUNCT
cuesj-535	78	70	making	make	VERB
cuesj-535	78	71	it	it	PRON
cuesj-535	78	72	difficult	difficult	ADJ
cuesj-535	78	73	to	to	PART
cuesj-535	78	74	detect	detect	VERB
cuesj-535	78	75	and	and	CCONJ
cuesj-535	78	76	shut	shut	VERB
cuesj-535	78	77	down	down	ADP
cuesj-535	78	78	.	.	PUNCT
cuesj-535	79	1	therefore	therefore	ADV
cuesj-535	79	2	,	,	PUNCT
cuesj-535	79	3	the	the	DET
cuesj-535	79	4	key	key	ADJ
cuesj-535	79	5	challenge	challenge	NOUN
cuesj-535	79	6	from	from	ADP
cuesj-535	79	7	ddos	ddos	NOUN
cuesj-535	79	8	is	be	AUX
cuesj-535	79	9	the	the	DET
cuesj-535	79	10	complexity	complexity	NOUN
cuesj-535	79	11	of	of	ADP
cuesj-535	79	12	having	have	VERB
cuesj-535	79	13	a	a	DET
cuesj-535	79	14	defense	defense	NOUN
cuesj-535	79	15	mechanism	mechanism	NOUN
cuesj-535	79	16	against	against	ADP
cuesj-535	79	17	them	they	PRON
cuesj-535	79	18	.	.	PUNCT
cuesj-535	80	1	specific	specific	ADJ
cuesj-535	80	2	ddos	ddo	NOUN
cuesj-535	80	3	,	,	PUNCT
cuesj-535	80	4	based	base	VERB
cuesj-535	80	5	on	on	ADP
cuesj-535	80	6	their	their	PRON
cuesj-535	80	7	facilitation	facilitation	NOUN
cuesj-535	80	8	mechanism	mechanism	NOUN
cuesj-535	80	9	,	,	PUNCT
cuesj-535	80	10	plus	plus	CCONJ
cuesj-535	80	11	the	the	DET
cuesj-535	80	12	significance	significance	NOUN
cuesj-535	80	13	of	of	ADP
cuesj-535	80	14	the	the	DET
cuesj-535	80	15	detriment	detriment	NOUN
cuesj-535	80	16	they	they	PRON
cuesj-535	80	17	could	could	AUX
cuesj-535	80	18	cause	cause	VERB
cuesj-535	80	19	,	,	PUNCT
cuesj-535	80	20	is	be	AUX
cuesj-535	80	21	as	as	SCONJ
cuesj-535	80	22	discussed	discuss	VERB
cuesj-535	80	23	here	here	ADV
cuesj-535	80	24	:	:	PUNCT
cuesj-535	80	25	botnet	botnet	NOUN
cuesj-535	80	26	-	-	PUNCT
cuesj-535	80	27	based	base	VERB
cuesj-535	80	28	ddos	ddo	NOUN
cuesj-535	80	29	a	a	DET
cuesj-535	80	30	botnet	botnet	NOUN
cuesj-535	80	31	is	be	AUX
cuesj-535	80	32	a	a	DET
cuesj-535	80	33	network	network	NOUN
cuesj-535	80	34	of	of	ADP
cuesj-535	80	35	zombie	zombie	NOUN
cuesj-535	80	36	computers	computer	NOUN
cuesj-535	80	37	that	that	PRON
cuesj-535	80	38	have	have	AUX
cuesj-535	80	39	been	be	AUX
cuesj-535	80	40	designed	design	VERB
cuesj-535	80	41	to	to	PART
cuesj-535	80	42	accept	accept	VERB
cuesj-535	80	43	commands	command	NOUN
cuesj-535	80	44	without	without	ADP
cuesj-535	80	45	the	the	DET
cuesj-535	80	46	owner	owner	NOUN
cuesj-535	80	47	’s	’s	PART
cuesj-535	80	48	knowledge.[15	knowledge.[15	PROPN
cuesj-535	80	49	]	]	PUNCT
cuesj-535	80	50	the	the	DET
cuesj-535	80	51	infrastructure	infrastructure	NOUN
cuesj-535	80	52	and	and	CCONJ
cuesj-535	80	53	tools	tool	NOUN
cuesj-535	80	54	currently	currently	ADV
cuesj-535	80	55	evident	evident	ADJ
cuesj-535	80	56	in	in	ADP
cuesj-535	80	57	botnet	botnet	NOUN
cuesj-535	80	58	launching	launch	VERB
cuesj-535	80	59	areas	area	NOUN
cuesj-535	80	60	are	be	AUX
cuesj-535	80	61	presented	present	VERB
cuesj-535	80	62	.	.	PUNCT
cuesj-535	81	1	notably	notably	ADV
cuesj-535	81	2	,	,	PUNCT
cuesj-535	81	3	the	the	DET
cuesj-535	81	4	critical	critical	ADJ
cuesj-535	81	5	challenges	challenge	NOUN
cuesj-535	81	6	against	against	ADP
cuesj-535	81	7	effective	effective	ADJ
cuesj-535	81	8	ddos	ddo	NOUN
cuesj-535	81	9	defense	defense	NOUN
cuesj-535	81	10	mechanisms	mechanism	NOUN
cuesj-535	81	11	are	be	AUX
cuesj-535	81	12	twofold	twofold	ADJ
cuesj-535	81	13	:	:	PUNCT
cuesj-535	81	14	(	(	PUNCT
cuesj-535	81	15	1	1	X
cuesj-535	81	16	)	)	PUNCT
cuesj-535	81	17	to	to	PART
cuesj-535	81	18	initiate	initiate	VERB
cuesj-535	81	19	ddos	ddos	NOUN
cuesj-535	81	20	flooding	flooding	NOUN
cuesj-535	81	21	attacks	attack	NOUN
cuesj-535	81	22	,	,	PUNCT
cuesj-535	81	23	a	a	DET
cuesj-535	81	24	large	large	ADJ
cuesj-535	81	25	number	number	NOUN
cuesj-535	81	26	of	of	ADP
cuesj-535	81	27	zombies	zombie	NOUN
cuesj-535	81	28	are	be	AUX
cuesj-535	81	29	used	use	VERB
cuesj-535	81	30	,	,	PUNCT
cuesj-535	81	31	and	and	CCONJ
cuesj-535	81	32	(	(	PUNCT
cuesj-535	81	33	2	2	X
cuesj-535	81	34	)	)	PUNCT
cuesj-535	81	35	zombies	zombie	NOUN
cuesj-535	82	1	ip	ip	PRON
cuesj-535	82	2	addresses	address	NOUN
cuesj-535	82	3	are	be	AUX
cuesj-535	82	4	usually	usually	ADV
cuesj-535	82	5	faked	fake	VERB
cuesj-535	82	6	under	under	ADP
cuesj-535	82	7	the	the	DET
cuesj-535	82	8	attacker	attacker	NOUN
cuesj-535	82	9	’s	’s	PART
cuesj-535	82	10	control	control	NOUN
cuesj-535	82	11	.	.	PUNCT
cuesj-535	83	1	thus	thus	ADV
cuesj-535	83	2	,	,	PUNCT
cuesj-535	83	3	the	the	DET
cuesj-535	83	4	attacker	attacker	NOUN
cuesj-535	83	5	’s	’	VERB
cuesj-535	83	6	possible	possible	ADJ
cuesj-535	83	7	to	to	PART
cuesj-535	83	8	add	add	VERB
cuesj-535	83	9	more	more	ADJ
cuesj-535	83	10	attack	attack	NOUN
cuesj-535	83	11	machines	machine	NOUN
cuesj-535	83	12	dwindles	dwindle	VERB
cuesj-535	83	13	the	the	DET
cuesj-535	83	14	clients	client	NOUN
cuesj-535	83	15	’	’	PART
cuesj-535	83	16	ability	ability	NOUN
cuesj-535	83	17	to	to	PART
cuesj-535	83	18	purchase	purchase	VERB
cuesj-535	83	19	more	more	ADJ
cuesj-535	83	20	incoming	incoming	ADJ
cuesj-535	83	21	bandwidth	bandwidth	NOUN
cuesj-535	83	22	,	,	PUNCT
cuesj-535	83	23	eventually	eventually	ADV
cuesj-535	83	24	crashing	crash	VERB
cuesj-535	83	25	a	a	DET
cuesj-535	83	26	website	website	NOUN
cuesj-535	83	27	completely	completely	ADV
cuesj-535	83	28	over	over	ADP
cuesj-535	83	29	time.[16	time.[16	PROPN
cuesj-535	83	30	]	]	PUNCT
cuesj-535	83	31	an	an	DET
cuesj-535	83	32	attacker	attacker	NOUN
cuesj-535	83	33	(	(	PUNCT
cuesj-535	83	34	master	master	NOUN
cuesj-535	83	35	)	)	PUNCT
cuesj-535	83	36	controls	control	VERB
cuesj-535	83	37	a	a	DET
cuesj-535	83	38	group	group	NOUN
cuesj-535	83	39	of	of	ADP
cuesj-535	83	40	zombies	zombie	NOUN
cuesj-535	83	41	,	,	PUNCT
cuesj-535	83	42	forming	form	VERB
cuesj-535	83	43	a	a	DET
cuesj-535	83	44	botnet	botnet	NOUN
cuesj-535	83	45	.	.	PUNCT
cuesj-535	84	1	thus	thus	ADV
cuesj-535	84	2	,	,	PUNCT
cuesj-535	84	3	botnets	botnet	NOUN
cuesj-535	84	4	consist	consist	VERB
cuesj-535	84	5	of	of	ADP
cuesj-535	84	6	masters	master	NOUN
cuesj-535	84	7	,	,	PUNCT
cuesj-535	84	8	handlers	handler	NOUN
cuesj-535	84	9	,	,	PUNCT
cuesj-535	84	10	and	and	CCONJ
cuesj-535	84	11	agents	agent	NOUN
cuesj-535	84	12	(	(	PUNCT
cuesj-535	84	13	bots	bot	NOUN
cuesj-535	84	14	)	)	PUNCT
cuesj-535	84	15	whereby	whereby	SCONJ
cuesj-535	84	16	the	the	DET
cuesj-535	84	17	master	master	NOUN
cuesj-535	84	18	communicates	communicate	VERB
cuesj-535	84	19	to	to	ADP
cuesj-535	84	20	the	the	DET
cuesj-535	84	21	bots	bot	NOUN
cuesj-535	84	22	through	through	ADP
cuesj-535	84	23	the	the	DET
cuesj-535	84	24	handlers	handler	NOUN
cuesj-535	84	25	.	.	PUNCT
cuesj-535	85	1	three	three	NUM
cuesj-535	85	2	categories	category	NOUN
cuesj-535	85	3	of	of	ADP
cuesj-535	85	4	botnets	botnet	NOUN
cuesj-535	85	5	are	be	AUX
cuesj-535	85	6	p2p	p2p	NOUN
cuesj-535	85	7	-	-	PUNCT
cuesj-535	85	8	based	base	VERB
cuesj-535	85	9	,	,	PUNCT
cuesj-535	85	10	web	web	NOUN
cuesj-535	85	11	-	-	PUNCT
cuesj-535	85	12	based	base	VERB
cuesj-535	85	13	,	,	PUNCT
cuesj-535	85	14	and	and	CCONJ
cuesj-535	85	15	irc	irc	ADV
cuesj-535	85	16	-	-	PUNCT
cuesj-535	85	17	based	base	VERB
cuesj-535	85	18	.	.	PUNCT
cuesj-535	86	1	p2p	p2p	NOUN
cuesj-535	86	2	-	-	PUNCT
cuesj-535	86	3	based	base	VERB
cuesj-535	86	4	these	these	PRON
cuesj-535	86	5	are	be	AUX
cuesj-535	86	6	affected	affect	VERB
cuesj-535	86	7	through	through	ADP
cuesj-535	86	8	a	a	DET
cuesj-535	86	9	decentralized	decentralized	ADJ
cuesj-535	86	10	group	group	NOUN
cuesj-535	86	11	of	of	ADP
cuesj-535	86	12	malwarecompromised	malwarecompromise	VERB
cuesj-535	86	13	machines	machine	NOUN
cuesj-535	86	14	working	work	VERB
cuesj-535	86	15	in	in	ADP
cuesj-535	86	16	cooperation	cooperation	NOUN
cuesj-535	86	17	with	with	ADP
cuesj-535	86	18	an	an	DET
cuesj-535	86	19	attacker	attacker	NOUN
cuesj-535	86	20	without	without	ADP
cuesj-535	86	21	their	their	PRON
cuesj-535	86	22	owners	owner	NOUN
cuesj-535	86	23	’	'	PUNCT
cuesj-535	86	24	knowledge.[17	knowledge.[17	PROPN
cuesj-535	86	25	]	]	PUNCT
cuesj-535	86	26	they	they	PRON
cuesj-535	86	27	,	,	PUNCT
cuesj-535	86	28	therefore	therefore	ADV
cuesj-535	86	29	,	,	PUNCT
cuesj-535	86	30	lack	lack	VERB
cuesj-535	86	31	a	a	DET
cuesj-535	86	32	c&c	c&c	NOUN
cuesj-535	86	33	server	server	NOUN
cuesj-535	86	34	.	.	PUNCT
cuesj-535	87	1	these	these	DET
cuesj-535	87	2	botnets	botnet	NOUN
cuesj-535	87	3	avoid	avoid	VERB
cuesj-535	87	4	detection	detection	NOUN
cuesj-535	87	5	and	and	CCONJ
cuesj-535	87	6	make	make	VERB
cuesj-535	87	7	it	it	PRON
cuesj-535	87	8	hard	hard	ADJ
cuesj-535	87	9	for	for	SCONJ
cuesj-535	87	10	security	security	NOUN
cuesj-535	87	11	researchers	researcher	NOUN
cuesj-535	87	12	to	to	PART
cuesj-535	87	13	access	access	VERB
cuesj-535	87	14	communication	communication	NOUN
cuesj-535	87	15	by	by	ADP
cuesj-535	87	16	being	be	AUX
cuesj-535	87	17	decentralized	decentralize	VERB
cuesj-535	87	18	.	.	PUNCT
cuesj-535	88	1	moreover	moreover	ADV
cuesj-535	88	2	,	,	PUNCT
cuesj-535	88	3	investigators	investigator	NOUN
cuesj-535	88	4	can	can	AUX
cuesj-535	88	5	not	not	PART
cuesj-535	88	6	take	take	VERB
cuesj-535	88	7	down	down	ADP
cuesj-535	88	8	an	an	DET
cuesj-535	88	9	entire	entire	ADJ
cuesj-535	88	10	network	network	NOUN
cuesj-535	88	11	when	when	SCONJ
cuesj-535	88	12	they	they	PRON
cuesj-535	88	13	detect	detect	VERB
cuesj-535	88	14	a	a	DET
cuesj-535	88	15	single	single	ADJ
cuesj-535	88	16	bot	bot	NOUN
cuesj-535	88	17	since	since	SCONJ
cuesj-535	88	18	the	the	DET
cuesj-535	88	19	p2p	p2p	NOUN
cuesj-535	88	20	botnets	botnet	NOUN
cuesj-535	88	21	lack	lack	VERB
cuesj-535	88	22	a	a	DET
cuesj-535	88	23	command	command	NOUN
cuesj-535	88	24	-	-	PUNCT
cuesj-535	88	25	and	and	CCONJ
cuesj-535	88	26	-	-	PUNCT
cuesj-535	88	27	control	control	NOUN
cuesj-535	88	28	server	server	NOUN
cuesj-535	88	29	.	.	PUNCT
cuesj-535	89	1	while	while	SCONJ
cuesj-535	89	2	bots	bot	NOUN
cuesj-535	89	3	keep	keep	VERB
cuesj-535	89	4	communicating	communicate	VERB
cuesj-535	89	5	,	,	PUNCT
cuesj-535	89	6	the	the	DET
cuesj-535	89	7	botmaster	botmaster	NOUN
cuesj-535	89	8	retains	retains	AUX
cuesj-535	89	9	commanding	command	VERB
cuesj-535	89	10	them	they	PRON
cuesj-535	89	11	,	,	PUNCT
cuesj-535	89	12	usually	usually	ADV
cuesj-535	89	13	by	by	ADP
cuesj-535	89	14	digital	digital	ADJ
cuesj-535	89	15	signing	signing	NOUN
cuesj-535	89	16	.	.	PUNCT
cuesj-535	90	1	mainly	mainly	ADV
cuesj-535	90	2	,	,	PUNCT
cuesj-535	90	3	digital	digital	ADJ
cuesj-535	90	4	signing	signing	NOUN
cuesj-535	90	5	is	be	AUX
cuesj-535	90	6	achieved	achieve	VERB
cuesj-535	90	7	through	through	ADP
cuesj-535	90	8	asymmetrical	asymmetrical	ADJ
cuesj-535	90	9	encryption	encryption	NOUN
cuesj-535	90	10	,	,	PUNCT
cuesj-535	90	11	which	which	PRON
cuesj-535	90	12	requires	require	VERB
cuesj-535	90	13	two	two	NUM
cuesj-535	90	14	keys	key	NOUN
cuesj-535	90	15	(	(	PUNCT
cuesj-535	90	16	public	public	NOUN
cuesj-535	90	17	and	and	CCONJ
cuesj-535	90	18	private).[18	private).[18	PROPN
cuesj-535	90	19	]	]	PUNCT
cuesj-535	90	20	this	this	PRON
cuesj-535	90	21	ensures	ensure	VERB
cuesj-535	90	22	that	that	SCONJ
cuesj-535	90	23	while	while	SCONJ
cuesj-535	90	24	one	one	NUM
cuesj-535	90	25	key	key	NOUN
cuesj-535	90	26	is	be	AUX
cuesj-535	90	27	used	use	VERB
cuesj-535	90	28	to	to	PART
cuesj-535	90	29	encrypt	encrypt	VERB
cuesj-535	90	30	a	a	DET
cuesj-535	90	31	message	message	NOUN
cuesj-535	90	32	,	,	PUNCT
cuesj-535	90	33	the	the	DET
cuesj-535	90	34	message	message	NOUN
cuesj-535	90	35	can	can	AUX
cuesj-535	90	36	only	only	ADV
cuesj-535	90	37	be	be	AUX
cuesj-535	90	38	decrypted	decrypt	VERB
cuesj-535	90	39	with	with	ADP
cuesj-535	90	40	the	the	DET
cuesj-535	90	41	other	other	ADJ
cuesj-535	90	42	key	key	NOUN
cuesj-535	90	43	.	.	PUNCT
cuesj-535	91	1	the	the	DET
cuesj-535	91	2	private	private	ADJ
cuesj-535	91	3	key	key	NOUN
cuesj-535	91	4	is	be	AUX
cuesj-535	91	5	thus	thus	ADV
cuesj-535	91	6	kept	keep	VERB
cuesj-535	91	7	private	private	ADJ
cuesj-535	91	8	,	,	PUNCT
cuesj-535	91	9	while	while	SCONJ
cuesj-535	91	10	the	the	DET
cuesj-535	91	11	public	public	ADJ
cuesj-535	91	12	key	key	NOUN
cuesj-535	91	13	is	be	AUX
cuesj-535	91	14	embedded	embed	VERB
cuesj-535	91	15	in	in	ADP
cuesj-535	91	16	the	the	DET
cuesj-535	91	17	bot	bot	NOUN
cuesj-535	91	18	.	.	PUNCT
cuesj-535	92	1	the	the	DET
cuesj-535	92	2	master	master	NOUN
cuesj-535	92	3	encrypts	encrypts	PROPN
cuesj-535	92	4	commands	command	VERB
cuesj-535	92	5	with	with	ADP
cuesj-535	92	6	the	the	DET
cuesj-535	92	7	private	private	ADJ
cuesj-535	92	8	key	key	NOUN
cuesj-535	92	9	,	,	PUNCT
cuesj-535	92	10	while	while	SCONJ
cuesj-535	92	11	the	the	DET
cuesj-535	92	12	bots	bot	NOUN
cuesj-535	92	13	decrypt	decrypt	VERB
cuesj-535	92	14	them	they	PRON
cuesj-535	92	15	with	with	ADP
cuesj-535	92	16	the	the	DET
cuesj-535	92	17	public	public	ADJ
cuesj-535	92	18	key	key	NOUN
cuesj-535	92	19	.	.	PUNCT
cuesj-535	93	1	bots	bot	NOUN
cuesj-535	93	2	that	that	PRON
cuesj-535	93	3	can	can	AUX
cuesj-535	93	4	accept	accept	VERB
cuesj-535	93	5	incoming	incoming	ADJ
cuesj-535	93	6	connections	connection	NOUN
cuesj-535	93	7	are	be	AUX
cuesj-535	93	8	called	call	VERB
cuesj-535	93	9	servers	server	NOUN
cuesj-535	93	10	,	,	PUNCT
cuesj-535	93	11	while	while	SCONJ
cuesj-535	93	12	bots	bot	NOUN
cuesj-535	93	13	that	that	PRON
cuesj-535	93	14	can	can	AUX
cuesj-535	93	15	not	not	PART
cuesj-535	93	16	take	take	VERB
cuesj-535	93	17	incoming	incoming	ADJ
cuesj-535	93	18	connections	connection	NOUN
cuesj-535	93	19	are	be	AUX
cuesj-535	93	20	called	call	VERB
cuesj-535	93	21	workers	worker	NOUN
cuesj-535	93	22	.	.	PUNCT
cuesj-535	94	1	nodes	node	NOUN
cuesj-535	94	2	or	or	CCONJ
cuesj-535	94	3	peers	peer	NOUN
cuesj-535	94	4	are	be	AUX
cuesj-535	94	5	the	the	DET
cuesj-535	94	6	terms	term	NOUN
cuesj-535	94	7	used	use	VERB
cuesj-535	94	8	to	to	PART
cuesj-535	94	9	describe	describe	VERB
cuesj-535	94	10	the	the	DET
cuesj-535	94	11	servers	server	NOUN
cuesj-535	94	12	.	.	PUNCT
cuesj-535	95	1	to	to	PART
cuesj-535	95	2	receive	receive	VERB
cuesj-535	95	3	commands	command	NOUN
cuesj-535	95	4	,	,	PUNCT
cuesj-535	95	5	the	the	DET
cuesj-535	95	6	workers	worker	NOUN
cuesj-535	95	7	must	must	AUX
cuesj-535	95	8	connect	connect	VERB
cuesj-535	95	9	to	to	ADP
cuesj-535	95	10	one	one	NUM
cuesj-535	95	11	or	or	CCONJ
cuesj-535	95	12	more	more	ADJ
cuesj-535	95	13	peers	peer	NOUN
cuesj-535	95	14	.	.	PUNCT
cuesj-535	96	1	workers	worker	NOUN
cuesj-535	96	2	are	be	AUX
cuesj-535	96	3	distributed	distribute	VERB
cuesj-535	96	4	among	among	ADP
cuesj-535	96	5	several	several	ADJ
cuesj-535	96	6	nodes	node	NOUN
cuesj-535	96	7	to	to	PART
cuesj-535	96	8	avoid	avoid	VERB
cuesj-535	96	9	being	be	AUX
cuesj-535	96	10	taken	take	VERB
cuesj-535	96	11	down	down	ADP
cuesj-535	96	12	,	,	PUNCT
cuesj-535	96	13	and	and	CCONJ
cuesj-535	96	14	they	they	PRON
cuesj-535	96	15	can	can	AUX
cuesj-535	96	16	relocate	relocate	VERB
cuesj-535	96	17	to	to	ADP
cuesj-535	96	18	another	another	DET
cuesj-535	96	19	node	node	NOUN
cuesj-535	96	20	if	if	SCONJ
cuesj-535	96	21	one	one	PRON
cuesj-535	96	22	is	be	AUX
cuesj-535	96	23	taken	take	VERB
cuesj-535	96	24	down	down	ADP
cuesj-535	96	25	.	.	PUNCT
cuesj-535	97	1	since	since	SCONJ
cuesj-535	97	2	this	this	DET
cuesj-535	97	3	infrastructure	infrastructure	NOUN
cuesj-535	97	4	entails	entail	VERB
cuesj-535	97	5	bootstrapping	bootstrappe	VERB
cuesj-535	97	6	,	,	PUNCT
cuesj-535	97	7	which	which	PRON
cuesj-535	97	8	offers	offer	VERB
cuesj-535	97	9	some	some	DET
cuesj-535	97	10	sort	sort	NOUN
cuesj-535	97	11	of	of	ADP
cuesj-535	97	12	signing	signing	NOUN
cuesj-535	97	13	;	;	PUNCT
cuesj-535	97	14	these	these	DET
cuesj-535	97	15	botnets	botnet	NOUN
cuesj-535	97	16	are	be	AUX
cuesj-535	97	17	able	able	ADJ
cuesj-535	97	18	to	to	PART
cuesj-535	97	19	prevent	prevent	VERB
cuesj-535	97	20	themselves	themselves	PRON
cuesj-535	97	21	from	from	ADP
cuesj-535	97	22	being	be	AUX
cuesj-535	97	23	hijacked	hijack	VERB
cuesj-535	97	24	by	by	ADP
cuesj-535	97	25	security	security	NOUN
cuesj-535	97	26	developers	developer	NOUN
cuesj-535	97	27	.	.	PUNCT
cuesj-535	98	1	still	still	ADV
cuesj-535	98	2	,	,	PUNCT
cuesj-535	98	3	the	the	DET
cuesj-535	98	4	bootstraps	bootstrap	NOUN
cuesj-535	98	5	are	be	AUX
cuesj-535	98	6	crucial	crucial	ADJ
cuesj-535	98	7	nodes	node	NOUN
cuesj-535	98	8	,	,	PUNCT
cuesj-535	98	9	and	and	CCONJ
cuesj-535	98	10	if	if	SCONJ
cuesj-535	98	11	all	all	PRON
cuesj-535	98	12	of	of	ADP
cuesj-535	98	13	the	the	DET
cuesj-535	98	14	bootstrap	bootstrap	NOUN
cuesj-535	98	15	servers	server	NOUN
cuesj-535	98	16	were	be	AUX
cuesj-535	98	17	taken	take	VERB
cuesj-535	98	18	down	down	ADP
cuesj-535	98	19	simultaneously	simultaneously	ADV
cuesj-535	98	20	,	,	PUNCT
cuesj-535	98	21	it	it	PRON
cuesj-535	98	22	would	would	AUX
cuesj-535	98	23	have	have	VERB
cuesj-535	98	24	no	no	DET
cuesj-535	98	25	effect	effect	NOUN
cuesj-535	98	26	on	on	ADP
cuesj-535	98	27	the	the	DET
cuesj-535	98	28	bots	bot	NOUN
cuesj-535	98	29	currently	currently	ADV
cuesj-535	98	30	in	in	ADP
cuesj-535	98	31	the	the	DET
cuesj-535	98	32	botnet	botnet	NOUN
cuesj-535	98	33	,	,	PUNCT
cuesj-535	98	34	but	but	CCONJ
cuesj-535	98	35	it	it	PRON
cuesj-535	98	36	would	would	AUX
cuesj-535	98	37	prevent	prevent	VERB
cuesj-535	98	38	new	new	ADJ
cuesj-535	98	39	infections	infection	NOUN
cuesj-535	98	40	from	from	ADP
cuesj-535	98	41	happening	happen	VERB
cuesj-535	98	42	to	to	PART
cuesj-535	98	43	join	join	VERB
cuesj-535	98	44	.	.	PUNCT
cuesj-535	99	1	while	while	SCONJ
cuesj-535	99	2	such	such	ADJ
cuesj-535	99	3	figure	figure	NOUN
cuesj-535	99	4	1	1	NUM
cuesj-535	99	5	:	:	PUNCT
cuesj-535	99	6	the	the	DET
cuesj-535	99	7	general	general	ADJ
cuesj-535	99	8	architecture	architecture	NOUN
cuesj-535	99	9	of	of	ADP
cuesj-535	99	10	ddos	ddos	PROPN
cuesj-535	99	11	aziz	aziz	PROPN
cuesj-535	99	12	,	,	PUNCT
cuesj-535	99	13	et	et	PROPN
cuesj-535	99	14	al	al	PROPN
cuesj-535	99	15	.	.	PUNCT
cuesj-535	99	16	:	:	PUNCT
cuesj-535	100	1	ddos	ddo	NOUN
cuesj-535	100	2	attacks	attack	NOUN
cuesj-535	100	3	on	on	ADP
cuesj-535	100	4	cloud	cloud	NOUN
cuesj-535	100	5	50	50	NUM
cuesj-535	100	6	http://journals.cihanuniversity.edu.iq/index.php/cuesj	http://journals.cihanuniversity.edu.iq/index.php/cuesj	ADJ
cuesj-535	100	7	cuesj	cuesj	ADJ
cuesj-535	100	8	2022	2022	NUM
cuesj-535	100	9	,	,	PUNCT
cuesj-535	100	10	6	6	NUM
cuesj-535	100	11	(	(	PUNCT
cuesj-535	100	12	1	1	NUM
cuesj-535	100	13	):	):	PUNCT
cuesj-535	100	14	47	47	NUM
cuesj-535	100	15	-	-	SYM
cuesj-535	100	16	52	52	NUM
cuesj-535	100	17	a	a	DET
cuesj-535	100	18	safeguard	safeguard	NOUN
cuesj-535	100	19	would	would	AUX
cuesj-535	100	20	be	be	AUX
cuesj-535	100	21	tough	tough	ADJ
cuesj-535	100	22	to	to	PART
cuesj-535	100	23	implement	implement	VERB
cuesj-535	100	24	,	,	PUNCT
cuesj-535	100	25	it	it	PRON
cuesj-535	100	26	would	would	AUX
cuesj-535	100	27	also	also	ADV
cuesj-535	100	28	be	be	AUX
cuesj-535	100	29	temporary	temporary	ADJ
cuesj-535	100	30	,	,	PUNCT
cuesj-535	100	31	as	as	SCONJ
cuesj-535	100	32	the	the	DET
cuesj-535	100	33	botmaster	botmaster	NOUN
cuesj-535	100	34	would	would	AUX
cuesj-535	100	35	temporarily	temporarily	ADV
cuesj-535	100	36	stop	stop	VERB
cuesj-535	100	37	infecting	infect	VERB
cuesj-535	100	38	new	new	ADJ
cuesj-535	100	39	computers	computer	NOUN
cuesj-535	100	40	while	while	SCONJ
cuesj-535	100	41	setting	set	VERB
cuesj-535	100	42	up	up	ADP
cuesj-535	100	43	new	new	ADJ
cuesj-535	100	44	bootstrap	bootstrap	NOUN
cuesj-535	100	45	servers	server	NOUN
cuesj-535	100	46	.	.	PUNCT
cuesj-535	101	1	p2p	p2p	NOUN
cuesj-535	101	2	bots	bot	NOUN
cuesj-535	101	3	include	include	VERB
cuesj-535	101	4	sinit	sinit	VERB
cuesj-535	101	5	,	,	PUNCT
cuesj-535	101	6	phabot	phabot	NOUN
cuesj-535	101	7	,	,	PUNCT
cuesj-535	101	8	spam	spam	VERB
cuesj-535	101	9	thru	thru	NOUN
cuesj-535	101	10	,	,	PUNCT
cuesj-535	101	11	nugache	nugache	NOUN
cuesj-535	101	12	,	,	PUNCT
cuesj-535	101	13	and	and	CCONJ
cuesj-535	101	14	peacomm	peacomm	NOUN
cuesj-535	101	15	(	(	PUNCT
cuesj-535	101	16	storm	storm	NOUN
cuesj-535	101	17	)	)	PUNCT
cuesj-535	101	18	.	.	PUNCT
cuesj-535	102	1	web	web	NOUN
cuesj-535	102	2	-	-	PUNCT
cuesj-535	102	3	based	base	VERB
cuesj-535	102	4	these	these	PRON
cuesj-535	102	5	are	be	AUX
cuesj-535	102	6	more	more	ADV
cuesj-535	102	7	recent	recent	ADJ
cuesj-535	102	8	botnets	botnet	NOUN
cuesj-535	102	9	.	.	PUNCT
cuesj-535	103	1	in	in	ADP
cuesj-535	103	2	this	this	DET
cuesj-535	103	3	setup	setup	NOUN
cuesj-535	103	4	,	,	PUNCT
cuesj-535	103	5	the	the	DET
cuesj-535	103	6	commands	command	NOUN
cuesj-535	103	7	from	from	ADP
cuesj-535	103	8	the	the	DET
cuesj-535	103	9	botnets	botnet	NOUN
cuesj-535	103	10	to	to	ADP
cuesj-535	103	11	the	the	DET
cuesj-535	103	12	bots	bot	NOUN
cuesj-535	103	13	are	be	AUX
cuesj-535	103	14	communicated	communicate	VERB
cuesj-535	103	15	through	through	ADP
cuesj-535	103	16	the	the	DET
cuesj-535	103	17	http	http	PROPN
cuesj-535	103	18	communication	communication	NOUN
cuesj-535	103	19	protocol	protocol	NOUN
cuesj-535	103	20	,	,	PUNCT
cuesj-535	103	21	making	make	VERB
cuesj-535	103	22	it	it	PRON
cuesj-535	103	23	challenging	challenge	VERB
cuesj-535	103	24	to	to	PART
cuesj-535	103	25	track	track	VERB
cuesj-535	103	26	the	the	DET
cuesj-535	103	27	control	control	NOUN
cuesj-535	103	28	structure	structure	NOUN
cuesj-535	103	29	and	and	CCONJ
cuesj-535	103	30	the	the	DET
cuesj-535	103	31	ddos	ddos	NOUN
cuesj-535	103	32	command	command	NOUN
cuesj-535	103	33	.	.	PUNCT
cuesj-535	104	1	such	such	ADJ
cuesj-535	104	2	botnets	botnet	NOUN
cuesj-535	104	3	conceal	conceal	VERB
cuesj-535	104	4	themselves	themselves	PRON
cuesj-535	104	5	within	within	ADP
cuesj-535	104	6	legitimate	legitimate	ADJ
cuesj-535	104	7	http	http	NOUN
cuesj-535	104	8	traffic	traffic	NOUN
cuesj-535	104	9	;	;	PUNCT
cuesj-535	104	10	thus	thus	ADV
cuesj-535	104	11	,	,	PUNCT
cuesj-535	104	12	they	they	PRON
cuesj-535	104	13	are	be	AUX
cuesj-535	104	14	stealthier.[19	stealthier.[19	NUM
cuesj-535	104	15	]	]	PUNCT
cuesj-535	104	16	using	use	VERB
cuesj-535	104	17	the	the	DET
cuesj-535	104	18	web	web	NOUN
cuesj-535	104	19	requests	request	NOUN
cuesj-535	104	20	,	,	PUNCT
cuesj-535	104	21	each	each	DET
cuesj-535	104	22	web	web	NOUN
cuesj-535	104	23	bots	bot	NOUN
cuesj-535	104	24	downloads	download	VERB
cuesj-535	104	25	instructions	instruction	NOUN
cuesj-535	104	26	periodically	periodically	ADV
cuesj-535	104	27	as	as	SCONJ
cuesj-535	104	28	shown	show	VERB
cuesj-535	104	29	in	in	ADP
cuesj-535	104	30	figure	figure	NOUN
cuesj-535	104	31	2	2	NUM
cuesj-535	104	32	.	.	PUNCT
cuesj-535	105	1	although	although	SCONJ
cuesj-535	105	2	it	it	PRON
cuesj-535	105	3	might	might	AUX
cuesj-535	105	4	be	be	AUX
cuesj-535	105	5	expected	expect	VERB
cuesj-535	105	6	that	that	SCONJ
cuesj-535	105	7	http	http	ADJ
cuesj-535	105	8	botnets	botnet	NOUN
cuesj-535	105	9	would	would	AUX
cuesj-535	105	10	try	try	VERB
cuesj-535	105	11	to	to	PART
cuesj-535	105	12	blend	blend	VERB
cuesj-535	105	13	into	into	ADP
cuesj-535	105	14	regular	regular	ADJ
cuesj-535	105	15	http	http	ADJ
cuesj-535	105	16	traffic	traffic	NOUN
cuesj-535	105	17	(	(	PUNCT
cuesj-535	105	18	since	since	SCONJ
cuesj-535	105	19	they	they	PRON
cuesj-535	105	20	use	use	VERB
cuesj-535	105	21	html	html	NOUN
cuesj-535	105	22	)	)	PUNCT
cuesj-535	105	23	,	,	PUNCT
cuesj-535	105	24	a	a	DET
cuesj-535	105	25	significant	significant	ADJ
cuesj-535	105	26	number	number	NOUN
cuesj-535	105	27	of	of	ADP
cuesj-535	105	28	them	they	PRON
cuesj-535	105	29	use	use	VERB
cuesj-535	105	30	specially	specially	ADV
cuesj-535	105	31	registered	register	VERB
cuesj-535	105	32	domain	domain	NOUN
cuesj-535	105	33	names	name	NOUN
cuesj-535	105	34	for	for	ADP
cuesj-535	105	35	their	their	PRON
cuesj-535	105	36	purpose.[20	purpose.[20	NOUN
cuesj-535	105	37	]	]	PUNCT
cuesj-535	105	38	a	a	DET
cuesj-535	105	39	proof	proof	NOUN
cuesj-535	105	40	of	of	ADP
cuesj-535	105	41	this	this	DET
cuesj-535	105	42	claim	claim	NOUN
cuesj-535	105	43	can	can	AUX
cuesj-535	105	44	be	be	AUX
cuesj-535	105	45	shown	show	VERB
cuesj-535	105	46	by	by	ADP
cuesj-535	105	47	team-cymru.com	team-cymru.com	PROPN
cuesj-535	105	48	,	,	PUNCT
cuesj-535	105	49	which	which	PRON
cuesj-535	105	50	studied	study	VERB
cuesj-535	105	51	some	some	DET
cuesj-535	105	52	identified	identify	VERB
cuesj-535	105	53	http	http	NOUN
cuesj-535	105	54	c&cs	c&c	NOUN
cuesj-535	105	55	.	.	PUNCT
cuesj-535	105	56	46	46	NUM
cuesj-535	105	57	%	%	NOUN
cuesj-535	105	58	of	of	ADP
cuesj-535	105	59	http	http	NOUN
cuesj-535	105	60	botnets	botnet	NOUN
cuesj-535	105	61	used	use	VERB
cuesj-535	105	62	a	a	DET
cuesj-535	105	63	dedicated	dedicated	ADJ
cuesj-535	105	64	domain	domain	NOUN
cuesj-535	105	65	name	name	NOUN
cuesj-535	105	66	,	,	PUNCT
cuesj-535	105	67	26	26	NUM
cuesj-535	105	68	%	%	NOUN
cuesj-535	105	69	used	use	VERB
cuesj-535	105	70	free	free	ADJ
cuesj-535	105	71	hosting	host	VERB
cuesj-535	105	72	such	such	ADJ
cuesj-535	105	73	as	as	ADP
cuesj-535	105	74	funpic.de	funpic.de	NUM
cuesj-535	105	75	and	and	CCONJ
cuesj-535	105	76	freehostia.com	freehostia.com	X
cuesj-535	105	77	.	.	PROPN
cuesj-535	106	1	based	base	VERB
cuesj-535	106	2	on	on	ADP
cuesj-535	106	3	location	location	NOUN
cuesj-535	106	4	,	,	PUNCT
cuesj-535	106	5	for	for	ADP
cuesj-535	106	6	the	the	DET
cuesj-535	106	7	131	131	NUM
cuesj-535	106	8	unique	unique	ADJ
cuesj-535	106	9	addresses	address	NOUN
cuesj-535	106	10	used	use	VERB
cuesj-535	106	11	,	,	PUNCT
cuesj-535	106	12	for	for	ADP
cuesj-535	106	13	the	the	DET
cuesj-535	106	14	one	one	NUM
cuesj-535	106	15	day	day	NOUN
cuesj-535	106	16	,	,	PUNCT
cuesj-535	106	17	63	63	NUM
cuesj-535	106	18	of	of	ADP
cuesj-535	106	19	the	the	DET
cuesj-535	106	20	ip	ip	NOUN
cuesj-535	106	21	addresses	address	NOUN
cuesj-535	106	22	were	be	AUX
cuesj-535	106	23	located	locate	VERB
cuesj-535	106	24	in	in	ADP
cuesj-535	106	25	the	the	DET
cuesj-535	106	26	united	united	PROPN
cuesj-535	106	27	states	states	PROPN
cuesj-535	106	28	,	,	PUNCT
cuesj-535	106	29	11	11	NUM
cuesj-535	106	30	were	be	AUX
cuesj-535	106	31	in	in	ADP
cuesj-535	106	32	russia	russia	PROPN
cuesj-535	106	33	,	,	PUNCT
cuesj-535	106	34	and	and	CCONJ
cuesj-535	106	35	ten	ten	NUM
cuesj-535	106	36	were	be	AUX
cuesj-535	106	37	in	in	ADP
cuesj-535	106	38	china.[21	china.[21	PROPN
cuesj-535	106	39	]	]	PUNCT
cuesj-535	106	40	an	an	DET
cuesj-535	106	41	example	example	NOUN
cuesj-535	106	42	of	of	ADP
cuesj-535	106	43	a	a	DET
cuesj-535	106	44	web	web	NOUN
cuesj-535	106	45	-	-	PUNCT
cuesj-535	106	46	based	base	VERB
cuesj-535	106	47	ddos	ddos	NOUN
cuesj-535	106	48	botnet	botnet	NOUN
cuesj-535	106	49	is	be	AUX
cuesj-535	106	50	the	the	DET
cuesj-535	106	51	stacheldraht	stacheldraht	NOUN
cuesj-535	106	52	attack	attack	NOUN
cuesj-535	106	53	.	.	PUNCT
cuesj-535	107	1	these	these	DET
cuesj-535	107	2	ddos	ddos	NOUN
cuesj-535	107	3	tool	tool	NOUN
cuesj-535	107	4	invaders	invader	NOUN
cuesj-535	107	5	employ	employ	VERB
cuesj-535	107	6	a	a	DET
cuesj-535	107	7	layered	layered	ADJ
cuesj-535	107	8	structure	structure	NOUN
cuesj-535	107	9	and	and	CCONJ
cuesj-535	107	10	link	link	VERB
cuesj-535	107	11	to	to	ADP
cuesj-535	107	12	handlers	handler	NOUN
cuesj-535	107	13	through	through	ADP
cuesj-535	107	14	a	a	DET
cuesj-535	107	15	client	client	NOUN
cuesj-535	107	16	program	program	NOUN
cuesj-535	107	17	.	.	PUNCT
cuesj-535	108	1	the	the	DET
cuesj-535	108	2	client	client	NOUN
cuesj-535	108	3	program	program	NOUN
cuesj-535	108	4	infiltrates	infiltrate	VERB
cuesj-535	108	5	the	the	DET
cuesj-535	108	6	handler	handler	NOUN
cuesj-535	108	7	’s	’s	PART
cuesj-535	108	8	systems	system	NOUN
cuesj-535	108	9	and	and	CCONJ
cuesj-535	108	10	sends	send	VERB
cuesj-535	108	11	commands	command	NOUN
cuesj-535	108	12	to	to	ADP
cuesj-535	108	13	the	the	DET
cuesj-535	108	14	zombie	zombie	NOUN
cuesj-535	108	15	agents	agent	NOUN
cuesj-535	108	16	,	,	PUNCT
cuesj-535	108	17	allowing	allow	VERB
cuesj-535	108	18	the	the	DET
cuesj-535	108	19	ddos	ddos	NOUN
cuesj-535	108	20	assault	assault	NOUN
cuesj-535	108	21	.	.	PUNCT
cuesj-535	109	1	different	different	ADJ
cuesj-535	109	2	types	type	NOUN
cuesj-535	109	3	of	of	ADP
cuesj-535	109	4	internet	internet	NOUN
cuesj-535	109	5	packets	packet	NOUN
cuesj-535	109	6	,	,	PUNCT
cuesj-535	109	7	such	such	ADJ
cuesj-535	109	8	as	as	ADP
cuesj-535	109	9	internet	internet	NOUN
cuesj-535	109	10	control	control	NOUN
cuesj-535	109	11	message	message	NOUN
cuesj-535	109	12	protocol	protocol	NOUN
cuesj-535	109	13	(	(	PUNCT
cuesj-535	109	14	icmp	icmp	NOUN
cuesj-535	109	15	)	)	PUNCT
cuesj-535	109	16	,	,	PUNCT
cuesj-535	109	17	user	user	NOUN
cuesj-535	109	18	datagram	datagram	PROPN
cuesj-535	109	19	protocol	protocol	NOUN
cuesj-535	109	20	(	(	PUNCT
cuesj-535	109	21	udp	udp	NOUN
cuesj-535	109	22	)	)	PUNCT
cuesj-535	109	23	,	,	PUNCT
cuesj-535	109	24	and	and	CCONJ
cuesj-535	109	25	transmission	transmission	NOUN
cuesj-535	109	26	control	control	NOUN
cuesj-535	109	27	protocol	protocol	NOUN
cuesj-535	109	28	(	(	PUNCT
cuesj-535	109	29	tcp	tcp	PROPN
cuesj-535	109	30	)	)	PUNCT
cuesj-535	109	31	,	,	PUNCT
cuesj-535	109	32	can	can	AUX
cuesj-535	109	33	be	be	AUX
cuesj-535	109	34	used	use	VERB
cuesj-535	109	35	by	by	ADP
cuesj-535	109	36	stacheldraht	stacheldraht	NOUN
cuesj-535	109	37	.	.	PUNCT
cuesj-535	110	1	each	each	DET
cuesj-535	110	2	handler	handler	NOUN
cuesj-535	110	3	can	can	AUX
cuesj-535	110	4	control	control	VERB
cuesj-535	110	5	up	up	ADP
cuesj-535	110	6	to	to	ADP
cuesj-535	110	7	a	a	DET
cuesj-535	110	8	thousand	thousand	NUM
cuesj-535	110	9	agents	agent	NOUN
cuesj-535	110	10	in	in	ADP
cuesj-535	110	11	some	some	DET
cuesj-535	110	12	instances	instance	NOUN
cuesj-535	110	13	.	.	PUNCT
cuesj-535	111	1	the	the	DET
cuesj-535	111	2	situation	situation	NOUN
cuesj-535	111	3	can	can	AUX
cuesj-535	111	4	even	even	ADV
cuesj-535	111	5	be	be	AUX
cuesj-535	111	6	made	make	VERB
cuesj-535	111	7	worse	bad	ADJ
cuesj-535	111	8	because	because	SCONJ
cuesj-535	111	9	the	the	DET
cuesj-535	111	10	client	client	NOUN
cuesj-535	111	11	can	can	AUX
cuesj-535	111	12	even	even	ADV
cuesj-535	111	13	consent	consent	VERB
cuesj-535	111	14	to	to	ADP
cuesj-535	111	15	the	the	DET
cuesj-535	111	16	ddos	ddos	NOUN
cuesj-535	111	17	attack	attack	NOUN
cuesj-535	111	18	to	to	PART
cuesj-535	111	19	become	become	VERB
cuesj-535	111	20	part	part	NOUN
cuesj-535	111	21	of	of	ADP
cuesj-535	111	22	their	their	PRON
cuesj-535	111	23	machine	machine	NOUN
cuesj-535	111	24	.	.	PUNCT
cuesj-535	112	1	for	for	ADP
cuesj-535	112	2	example	example	NOUN
cuesj-535	112	3	,	,	PUNCT
cuesj-535	112	4	the	the	DET
cuesj-535	112	5	group	group	NOUN
cuesj-535	112	6	anonymous	anonymous	PROPN
cuesj-535	112	7	used	use	VERB
cuesj-535	112	8	stacheldraht	stacheldraht	NOUN
cuesj-535	112	9	called	call	VERB
cuesj-535	112	10	operation	operation	NOUN
cuesj-535	112	11	payback	payback	NOUN
cuesj-535	112	12	.	.	PUNCT
cuesj-535	113	1	some	some	DET
cuesj-535	113	2	examples	example	NOUN
cuesj-535	113	3	of	of	ADP
cuesj-535	113	4	web	web	NOUN
cuesj-535	113	5	-	-	PUNCT
cuesj-535	113	6	based	base	VERB
cuesj-535	113	7	bots	bot	NOUN
cuesj-535	113	8	include	include	VERB
cuesj-535	113	9	blackenergy	blackenergy	NOUN
cuesj-535	113	10	,	,	PUNCT
cuesj-535	113	11	kraken	kraken	NOUN
cuesj-535	113	12	,	,	PUNCT
cuesj-535	113	13	pushdo	pushdo	PROPN
cuesj-535	113	14	,	,	PUNCT
cuesj-535	113	15	cyber	cyber	NOUN
cuesj-535	113	16	bot	bot	NOUN
cuesj-535	113	17	,	,	PUNCT
cuesj-535	113	18	and	and	CCONJ
cuesj-535	113	19	blacksun	blacksun	PROPN
cuesj-535	113	20	rat.[22	rat.[22	NOUN
cuesj-535	113	21	]	]	X
cuesj-535	113	22	irc	irc	NOUN
cuesj-535	113	23	-	-	PUNCT
cuesj-535	113	24	based	base	VERB
cuesj-535	113	25	botnets	botnet	NOUN
cuesj-535	113	26	this	this	DET
cuesj-535	113	27	setup	setup	NOUN
cuesj-535	113	28	uses	use	VERB
cuesj-535	113	29	an	an	DET
cuesj-535	113	30	online	online	ADJ
cuesj-535	113	31	text	text	NOUN
cuesj-535	113	32	-	-	PUNCT
cuesj-535	113	33	based	base	VERB
cuesj-535	113	34	instant	instant	ADJ
cuesj-535	113	35	messaging	messaging	NOUN
cuesj-535	113	36	protocol	protocol	NOUN
cuesj-535	113	37	to	to	PART
cuesj-535	113	38	interact	interact	VERB
cuesj-535	113	39	between	between	ADP
cuesj-535	113	40	servers	server	NOUN
cuesj-535	113	41	and	and	CCONJ
cuesj-535	113	42	features	feature	VERB
cuesj-535	113	43	a	a	DET
cuesj-535	113	44	client	client	NOUN
cuesj-535	113	45	/	/	SYM
cuesj-535	113	46	server	server	NOUN
cuesj-535	113	47	structure	structure	NOUN
cuesj-535	113	48	.	.	PUNCT
cuesj-535	114	1	as	as	ADP
cuesj-535	114	2	a	a	DET
cuesj-535	114	3	result	result	NOUN
cuesj-535	114	4	,	,	PUNCT
cuesj-535	114	5	attackers	attacker	NOUN
cuesj-535	114	6	use	use	VERB
cuesj-535	114	7	irc	irc	NOUN
cuesj-535	114	8	channels	channel	NOUN
cuesj-535	114	9	as	as	ADP
cuesj-535	114	10	handlers	handler	NOUN
cuesj-535	114	11	to	to	PART
cuesj-535	114	12	deliver	deliver	VERB
cuesj-535	114	13	commands	command	NOUN
cuesj-535	114	14	to	to	ADP
cuesj-535	114	15	bots	bot	NOUN
cuesj-535	114	16	utilizing	utilize	VERB
cuesj-535	114	17	legal	legal	ADJ
cuesj-535	114	18	irc	irc	NOUN
cuesj-535	114	19	ports	port	NOUN
cuesj-535	114	20	.	.	PUNCT
cuesj-535	115	1	as	as	ADP
cuesj-535	115	2	a	a	DET
cuesj-535	115	3	result	result	NOUN
cuesj-535	115	4	,	,	PUNCT
cuesj-535	115	5	tracking	track	VERB
cuesj-535	115	6	the	the	DET
cuesj-535	115	7	irc	irc	PROPN
cuesj-535	115	8	ddos	ddos	PROPN
cuesj-535	115	9	’s	’s	PART
cuesj-535	115	10	command	command	NOUN
cuesj-535	115	11	-	-	PUNCT
cuesj-535	115	12	and	and	CCONJ
cuesj-535	115	13	-	-	PUNCT
cuesj-535	115	14	control	control	NOUN
cuesj-535	115	15	system	system	NOUN
cuesj-535	115	16	is	be	AUX
cuesj-535	115	17	challenging	challenge	VERB
cuesj-535	115	18	.	.	PUNCT
cuesj-535	116	1	furthermore	furthermore	ADV
cuesj-535	116	2	,	,	PUNCT
cuesj-535	116	3	because	because	SCONJ
cuesj-535	116	4	irc	irc	PROPN
cuesj-535	116	5	is	be	AUX
cuesj-535	116	6	a	a	DET
cuesj-535	116	7	stand	stand	VERB
cuesj-535	116	8	-	-	PUNCT
cuesj-535	116	9	alone	alone	ADJ
cuesj-535	116	10	software	software	NOUN
cuesj-535	116	11	or	or	CCONJ
cuesj-535	116	12	set	set	NOUN
cuesj-535	116	13	of	of	ADP
cuesj-535	116	14	scripts	script	NOUN
cuesj-535	116	15	that	that	PRON
cuesj-535	116	16	connect	connect	VERB
cuesj-535	116	17	to	to	PART
cuesj-535	116	18	irc	irc	VERB
cuesj-535	116	19	as	as	ADP
cuesj-535	116	20	a	a	DET
cuesj-535	116	21	client	client	NOUN
cuesj-535	116	22	,	,	PUNCT
cuesj-535	116	23	attackers	attacker	NOUN
cuesj-535	116	24	do	do	AUX
cuesj-535	116	25	not	not	PART
cuesj-535	116	26	need	need	VERB
cuesj-535	116	27	to	to	PART
cuesj-535	116	28	keep	keep	VERB
cuesj-535	116	29	bots	bot	NOUN
cuesj-535	116	30	on	on	ADP
cuesj-535	116	31	their	their	PRON
cuesj-535	116	32	site	site	NOUN
cuesj-535	116	33	because	because	SCONJ
cuesj-535	116	34	they	they	PRON
cuesj-535	116	35	may	may	AUX
cuesj-535	116	36	access	access	VERB
cuesj-535	116	37	a	a	DET
cuesj-535	116	38	list	list	NOUN
cuesj-535	116	39	of	of	ADP
cuesj-535	116	40	all	all	DET
cuesj-535	116	41	available	available	ADJ
cuesj-535	116	42	bots	bot	NOUN
cuesj-535	116	43	by	by	ADP
cuesj-535	116	44	signing	sign	VERB
cuesj-535	116	45	on	on	ADP
cuesj-535	116	46	to	to	ADP
cuesj-535	116	47	irc	irc	PROPN
cuesj-535	116	48	servers.[23	servers.[23	PROPN
cuesj-535	116	49	]	]	PUNCT
cuesj-535	116	50	although	although	SCONJ
cuesj-535	116	51	irc	irc	NOUN
cuesj-535	116	52	botnets	botnet	NOUN
cuesj-535	116	53	have	have	VERB
cuesj-535	116	54	historical	historical	ADJ
cuesj-535	116	55	operations	operation	NOUN
cuesj-535	116	56	such	such	ADJ
cuesj-535	116	57	as	as	ADP
cuesj-535	116	58	game	game	NOUN
cuesj-535	116	59	manager	manager	NOUN
cuesj-535	116	60	in	in	ADP
cuesj-535	116	61	games	game	NOUN
cuesj-535	116	62	,	,	PUNCT
cuesj-535	116	63	bartenders	bartender	NOUN
cuesj-535	116	64	,	,	PUNCT
cuesj-535	116	65	and	and	CCONJ
cuesj-535	116	66	puppe	puppe	NOUN
cuesj-535	116	67	,	,	PUNCT
cuesj-535	116	68	these	these	DET
cuesj-535	116	69	bots	bot	NOUN
cuesj-535	116	70	have	have	AUX
cuesj-535	116	71	evolved	evolve	VERB
cuesj-535	116	72	over	over	ADP
cuesj-535	116	73	time	time	NOUN
cuesj-535	116	74	to	to	PART
cuesj-535	116	75	provide	provide	VERB
cuesj-535	116	76	special	special	ADJ
cuesj-535	116	77	services	service	NOUN
cuesj-535	116	78	,	,	PUNCT
cuesj-535	116	79	including	include	VERB
cuesj-535	116	80	access	access	NOUN
cuesj-535	116	81	to	to	ADP
cuesj-535	116	82	databases	database	NOUN
cuesj-535	116	83	,	,	PUNCT
cuesj-535	116	84	maintaining	maintain	VERB
cuesj-535	116	85	access	access	NOUN
cuesj-535	116	86	lists	list	NOUN
cuesj-535	116	87	,	,	PUNCT
cuesj-535	116	88	and	and	CCONJ
cuesj-535	116	89	managing	manage	VERB
cuesj-535	116	90	channels	channel	NOUN
cuesj-535	116	91	.	.	PUNCT
cuesj-535	117	1	still	still	ADV
cuesj-535	117	2	,	,	PUNCT
cuesj-535	117	3	the	the	DET
cuesj-535	117	4	usual	usual	ADJ
cuesj-535	117	5	large	large	ADJ
cuesj-535	117	6	volume	volume	NOUN
cuesj-535	117	7	common	common	ADJ
cuesj-535	117	8	to	to	PART
cuesj-535	117	9	irc	irc	PROPN
cuesj-535	117	10	servers	server	NOUN
cuesj-535	117	11	makes	make	VERB
cuesj-535	117	12	it	it	PRON
cuesj-535	117	13	easy	easy	ADJ
cuesj-535	117	14	for	for	SCONJ
cuesj-535	117	15	the	the	DET
cuesj-535	117	16	attacker	attacker	NOUN
cuesj-535	117	17	to	to	ADP
cuesj-535	117	18	hide.[24	hide.[24	VERB
cuesj-535	117	19	]	]	PUNCT
cuesj-535	117	20	defense	defense	NOUN
cuesj-535	117	21	against	against	ADP
cuesj-535	117	22	these	these	DET
cuesj-535	117	23	ddos	ddo	NOUN
cuesj-535	117	24	can	can	AUX
cuesj-535	117	25	be	be	AUX
cuesj-535	117	26	affected	affect	VERB
cuesj-535	117	27	by	by	ADP
cuesj-535	117	28	the	the	DET
cuesj-535	117	29	defender	defender	NOUN
cuesj-535	117	30	capturing	capture	VERB
cuesj-535	117	31	their	their	PRON
cuesj-535	117	32	centralized	centralized	ADJ
cuesj-535	117	33	command	command	NOUN
cuesj-535	117	34	and	and	CCONJ
cuesj-535	117	35	control	control	NOUN
cuesj-535	117	36	servers	server	NOUN
cuesj-535	117	37	.	.	PUNCT
cuesj-535	118	1	irc	irc	PROPN
cuesj-535	118	2	botnets	botnet	NOUN
cuesj-535	118	3	include	include	VERB
cuesj-535	118	4	sdbot	sdbot	NOUN
cuesj-535	118	5	,	,	PUNCT
cuesj-535	118	6	agobot	agobot	PROPN
cuesj-535	118	7	,	,	PUNCT
cuesj-535	118	8	gdbot	gdbot	NOUN
cuesj-535	118	9	,	,	PUNCT
cuesj-535	118	10	and	and	CCONJ
cuesj-535	118	11	spybot.[25	spybot.[25	PROPN
cuesj-535	118	12	]	]	PUNCT
cuesj-535	118	13	analyzing	analyze	VERB
cuesj-535	118	14	online	online	ADJ
cuesj-535	118	15	social	social	ADJ
cuesj-535	118	16	sites	site	NOUN
cuesj-535	118	17	threats	threat	NOUN
cuesj-535	118	18	reveals	reveal	VERB
cuesj-535	118	19	that	that	SCONJ
cuesj-535	118	20	irc	irc	PROPN
cuesj-535	118	21	botnets	botnet	NOUN
cuesj-535	118	22	pose	pose	VERB
cuesj-535	118	23	a	a	DET
cuesj-535	118	24	significant	significant	ADJ
cuesj-535	118	25	threat	threat	NOUN
cuesj-535	118	26	.	.	PUNCT
cuesj-535	119	1	in	in	ADP
cuesj-535	119	2	fact	fact	NOUN
cuesj-535	119	3	,	,	PUNCT
cuesj-535	119	4	according	accord	VERB
cuesj-535	119	5	to	to	ADP
cuesj-535	119	6	unpublished	unpublished	ADJ
cuesj-535	119	7	sources	source	NOUN
cuesj-535	119	8	such	such	ADJ
cuesj-535	119	9	as	as	ADP
cuesj-535	119	10	blogs	blog	NOUN
cuesj-535	119	11	on	on	ADP
cuesj-535	119	12	irc	irc	PROPN
cuesj-535	119	13	sites	site	NOUN
cuesj-535	119	14	,	,	PUNCT
cuesj-535	119	15	it	it	PRON
cuesj-535	119	16	is	be	AUX
cuesj-535	119	17	evident	evident	ADJ
cuesj-535	119	18	that	that	SCONJ
cuesj-535	119	19	irc	irc	PROPN
cuesj-535	119	20	has	have	AUX
cuesj-535	119	21	continued	continue	VERB
cuesj-535	119	22	to	to	PART
cuesj-535	119	23	improve	improve	VERB
cuesj-535	119	24	,	,	PUNCT
cuesj-535	119	25	which	which	PRON
cuesj-535	119	26	poses	pose	VERB
cuesj-535	119	27	even	even	ADV
cuesj-535	119	28	more	more	ADJ
cuesj-535	119	29	threat	threat	NOUN
cuesj-535	119	30	as	as	SCONJ
cuesj-535	119	31	they	they	PRON
cuesj-535	119	32	are	be	AUX
cuesj-535	119	33	building	build	VERB
cuesj-535	119	34	armies	army	NOUN
cuesj-535	119	35	of	of	ADP
cuesj-535	119	36	bots	bot	NOUN
cuesj-535	119	37	for	for	ADP
cuesj-535	119	38	large	large	ADJ
cuesj-535	119	39	-	-	PUNCT
cuesj-535	119	40	scale	scale	NOUN
cuesj-535	119	41	attacks	attack	NOUN
cuesj-535	119	42	.	.	PUNCT
cuesj-535	120	1	the	the	DET
cuesj-535	120	2	worm	worm	NOUN
cuesj-535	120	3	dorkbot	dorkbot	PROPN
cuesj-535	120	4	,	,	PUNCT
cuesj-535	120	5	also	also	ADV
cuesj-535	120	6	known	know	VERB
cuesj-535	120	7	as	as	ADP
cuesj-535	120	8	nrgbot	nrgbot	PROPN
cuesj-535	120	9	,	,	PUNCT
cuesj-535	120	10	is	be	AUX
cuesj-535	120	11	one	one	NUM
cuesj-535	120	12	of	of	ADP
cuesj-535	120	13	the	the	DET
cuesj-535	120	14	most	most	ADV
cuesj-535	120	15	common	common	ADJ
cuesj-535	120	16	irc	irc	NOUN
cuesj-535	120	17	botnets	botnet	NOUN
cuesj-535	120	18	,	,	PUNCT
cuesj-535	120	19	capable	capable	ADJ
cuesj-535	120	20	of	of	ADP
cuesj-535	120	21	stealing	steal	VERB
cuesj-535	120	22	passwords	password	NOUN
cuesj-535	120	23	,	,	PUNCT
cuesj-535	120	24	blocking	block	VERB
cuesj-535	120	25	security	security	NOUN
cuesj-535	120	26	updates	update	NOUN
cuesj-535	120	27	,	,	PUNCT
cuesj-535	120	28	downloading	download	VERB
cuesj-535	120	29	more	more	ADJ
cuesj-535	120	30	malware	malware	NOUN
cuesj-535	120	31	,	,	PUNCT
cuesj-535	120	32	and	and	CCONJ
cuesj-535	120	33	even	even	ADV
cuesj-535	120	34	conducting	conduct	VERB
cuesj-535	120	35	ddos	ddo	NOUN
cuesj-535	120	36	assaults	assault	NOUN
cuesj-535	120	37	using	use	VERB
cuesj-535	120	38	infected	infected	ADJ
cuesj-535	120	39	devices	device	NOUN
cuesj-535	120	40	.	.	PUNCT
cuesj-535	121	1	“	"	PUNCT
cuesj-535	121	2	the	the	DET
cuesj-535	121	3	bot	bot	NOUN
cuesj-535	121	4	joins	join	VERB
cuesj-535	121	5	a	a	DET
cuesj-535	121	6	specific	specific	ADJ
cuesj-535	121	7	irc	irc	NOUN
cuesj-535	121	8	channel	channel	NOUN
cuesj-535	121	9	on	on	ADP
cuesj-535	121	10	an	an	DET
cuesj-535	121	11	irc	irc	NOUN
cuesj-535	121	12	server	server	NOUN
cuesj-535	121	13	and	and	CCONJ
cuesj-535	121	14	waits	wait	VERB
cuesj-535	121	15	there	there	ADV
cuesj-535	121	16	for	for	ADP
cuesj-535	121	17	further	further	ADJ
cuesj-535	121	18	command	command	NOUN
cuesj-535	121	19	.	.	PUNCT
cuesj-535	122	1	this	this	PRON
cuesj-535	122	2	allows	allow	VERB
cuesj-535	122	3	an	an	DET
cuesj-535	122	4	attacker	attacker	NOUN
cuesj-535	122	5	to	to	PART
cuesj-535	122	6	remotely	remotely	ADV
cuesj-535	122	7	control	control	VERB
cuesj-535	122	8	this	this	DET
cuesj-535	122	9	bot	bot	NOUN
cuesj-535	122	10	and	and	CCONJ
cuesj-535	122	11	use	use	VERB
cuesj-535	122	12	it	it	PRON
cuesj-535	122	13	for	for	ADP
cuesj-535	122	14	fun	fun	NOUN
cuesj-535	122	15	and	and	CCONJ
cuesj-535	122	16	profit	profit	NOUN
cuesj-535	122	17	.	.	PUNCT
cuesj-535	123	1	the	the	DET
cuesj-535	123	2	communication	communication	NOUN
cuesj-535	123	3	between	between	ADP
cuesj-535	123	4	bots	bot	NOUN
cuesj-535	123	5	and	and	CCONJ
cuesj-535	123	6	their	their	PRON
cuesj-535	123	7	controllers	controller	NOUN
cuesj-535	123	8	is	be	AUX
cuesj-535	123	9	somewhat	somewhat	ADV
cuesj-535	123	10	bloated	bloated	ADJ
cuesj-535	123	11	;	;	PUNCT
cuesj-535	123	12	a	a	DET
cuesj-535	123	13	more	more	ADV
cuesj-535	123	14	straightforward	straightforward	ADJ
cuesj-535	123	15	communication	communication	NOUN
cuesj-535	123	16	protocol	protocol	NOUN
cuesj-535	123	17	would	would	AUX
cuesj-535	123	18	suffice	suffice	VERB
cuesj-535	123	19	.	.	PUNCT
cuesj-535	124	1	but	but	CCONJ
cuesj-535	124	2	irc	irc	PROPN
cuesj-535	124	3	offers	offer	VERB
cuesj-535	124	4	several	several	ADJ
cuesj-535	124	5	advantages	advantage	NOUN
cuesj-535	124	6	:	:	PUNCT
cuesj-535	124	7	irc	irc	PROPN
cuesj-535	124	8	servers	server	NOUN
cuesj-535	124	9	are	be	AUX
cuesj-535	124	10	freely	freely	ADV
cuesj-535	124	11	available	available	ADJ
cuesj-535	124	12	and	and	CCONJ
cuesj-535	124	13	are	be	AUX
cuesj-535	124	14	easy	easy	ADJ
cuesj-535	124	15	to	to	PART
cuesj-535	124	16	set	set	VERB
cuesj-535	124	17	up	up	ADP
cuesj-535	124	18	,	,	PUNCT
cuesj-535	124	19	and	and	CCONJ
cuesj-535	124	20	many	many	ADJ
cuesj-535	124	21	attackers	attacker	NOUN
cuesj-535	124	22	have	have	VERB
cuesj-535	124	23	years	year	NOUN
cuesj-535	124	24	of	of	ADP
cuesj-535	124	25	irc	irc	PROPN
cuesj-535	124	26	communication	communication	NOUN
cuesj-535	124	27	experience.[26	experience.[26	NOUN
cuesj-535	124	28	]	]	PUNCT
cuesj-535	124	29	remedies	remedy	NOUN
cuesj-535	124	30	and	and	CCONJ
cuesj-535	124	31	discussion	discussion	NOUN
cuesj-535	124	32	in	in	ADP
cuesj-535	124	33	this	this	DET
cuesj-535	124	34	section	section	NOUN
cuesj-535	124	35	,	,	PUNCT
cuesj-535	124	36	we	we	PRON
cuesj-535	124	37	analyze	analyze	VERB
cuesj-535	124	38	the	the	DET
cuesj-535	124	39	remedies	remedy	NOUN
cuesj-535	124	40	for	for	ADP
cuesj-535	124	41	ddos	ddo	NOUN
cuesj-535	124	42	offered	offer	VERB
cuesj-535	124	43	in	in	ADP
cuesj-535	124	44	the	the	DET
cuesj-535	124	45	previous	previous	ADJ
cuesj-535	124	46	area	area	NOUN
cuesj-535	124	47	by	by	ADP
cuesj-535	124	48	looking	look	VERB
cuesj-535	124	49	at	at	ADP
cuesj-535	124	50	the	the	DET
cuesj-535	124	51	reported	report	VERB
cuesj-535	124	52	deliberations	deliberation	NOUN
cuesj-535	124	53	and	and	CCONJ
cuesj-535	124	54	analyzing	analyze	VERB
cuesj-535	124	55	their	their	PRON
cuesj-535	124	56	success	success	NOUN
cuesj-535	124	57	.	.	PUNCT
cuesj-535	125	1	this	this	DET
cuesj-535	125	2	paper	paper	NOUN
cuesj-535	125	3	seeks	seek	VERB
cuesj-535	125	4	to	to	PART
cuesj-535	125	5	set	set	VERB
cuesj-535	125	6	the	the	DET
cuesj-535	125	7	way	way	NOUN
cuesj-535	125	8	towards	towards	ADP
cuesj-535	125	9	successful	successful	ADJ
cuesj-535	125	10	contemplation	contemplation	NOUN
cuesj-535	125	11	on	on	ADP
cuesj-535	125	12	ddos	ddo	NOUN
cuesj-535	125	13	.	.	PUNCT
cuesj-535	126	1	in	in	ADP
cuesj-535	126	2	general	general	ADJ
cuesj-535	126	3	,	,	PUNCT
cuesj-535	126	4	defense	defense	NOUN
cuesj-535	126	5	tactics	tactic	NOUN
cuesj-535	126	6	comprise	comprise	VERB
cuesj-535	126	7	a	a	DET
cuesj-535	126	8	combination	combination	NOUN
cuesj-535	126	9	of	of	ADP
cuesj-535	126	10	attack	attack	NOUN
cuesj-535	126	11	detection	detection	NOUN
cuesj-535	126	12	,	,	PUNCT
cuesj-535	126	13	traffic	traffic	NOUN
cuesj-535	126	14	classification	classification	NOUN
cuesj-535	126	15	,	,	PUNCT
cuesj-535	126	16	and	and	CCONJ
cuesj-535	126	17	response	response	NOUN
cuesj-535	126	18	tools	tool	NOUN
cuesj-535	126	19	to	to	PART
cuesj-535	126	20	block	block	VERB
cuesj-535	126	21	illicit	illicit	ADJ
cuesj-535	126	22	traffic	traffic	NOUN
cuesj-535	126	23	while	while	SCONJ
cuesj-535	126	24	allowing	allow	VERB
cuesj-535	126	25	valid	valid	ADJ
cuesj-535	126	26	traffic.[27	traffic.[27	PROPN
cuesj-535	126	27	]	]	PUNCT
cuesj-535	126	28	application	application	NOUN
cuesj-535	126	29	-	-	PUNCT
cuesj-535	126	30	level	level	NOUN
cuesj-535	126	31	key	key	ADJ
cuesj-535	126	32	completion	completion	NOUN
cuesj-535	126	33	indicators	indicator	NOUN
cuesj-535	126	34	application	application	NOUN
cuesj-535	126	35	-	-	PUNCT
cuesj-535	126	36	level	level	NOUN
cuesj-535	126	37	ddos	ddos	NOUN
cuesj-535	126	38	attacks	attack	NOUN
cuesj-535	126	39	on	on	ADP
cuesj-535	126	40	cces	cce	NOUN
cuesj-535	126	41	can	can	AUX
cuesj-535	126	42	be	be	AUX
cuesj-535	126	43	based	base	VERB
cuesj-535	126	44	on	on	ADP
cuesj-535	126	45	an	an	DET
cuesj-535	126	46	application	application	NOUN
cuesj-535	126	47	layer	layer	NOUN
cuesj-535	126	48	analysis	analysis	NOUN
cuesj-535	126	49	to	to	PART
cuesj-535	126	50	identify	identify	VERB
cuesj-535	126	51	whether	whether	SCONJ
cuesj-535	126	52	incoming	incoming	ADJ
cuesj-535	126	53	traffic	traffic	NOUN
cuesj-535	126	54	packets	packet	NOUN
cuesj-535	126	55	are	be	AUX
cuesj-535	126	56	desirable	desirable	ADJ
cuesj-535	126	57	or	or	CCONJ
cuesj-535	126	58	not	not	PART
cuesj-535	126	59	,	,	PUNCT
cuesj-535	126	60	allowing	allow	VERB
cuesj-535	126	61	elasticity	elasticity	NOUN
cuesj-535	126	62	decisions	decision	NOUN
cuesj-535	126	63	to	to	PART
cuesj-535	126	64	be	be	AUX
cuesj-535	126	65	activated	activate	VERB
cuesj-535	126	66	without	without	ADP
cuesj-535	126	67	the	the	DET
cuesj-535	126	68	negative	negative	ADJ
cuesj-535	126	69	economic	economic	ADJ
cuesj-535	126	70	consequences	consequence	NOUN
cuesj-535	126	71	of	of	ADP
cuesj-535	126	72	figure	figure	NOUN
cuesj-535	126	73	2	2	NUM
cuesj-535	126	74	:	:	PUNCT
cuesj-535	126	75	http	http	NOUN
cuesj-535	126	76	ddos	ddos	NOUN
cuesj-535	126	77	trends	trend	NOUN
cuesj-535	126	78	of	of	ADP
cuesj-535	126	79	prevalent	prevalent	NOUN
cuesj-535	126	80	based	base	VERB
cuesj-535	126	81	on	on	ADP
cuesj-535	126	82	country	country	PROPN
cuesj-535	126	83	aziz	aziz	PROPN
cuesj-535	126	84	,	,	PUNCT
cuesj-535	126	85	et	et	PROPN
cuesj-535	126	86	al	al	PROPN
cuesj-535	126	87	.	.	PUNCT
cuesj-535	126	88	:	:	PUNCT
cuesj-535	127	1	ddos	ddo	NOUN
cuesj-535	127	2	attacks	attack	NOUN
cuesj-535	127	3	on	on	ADP
cuesj-535	127	4	cloud	cloud	NOUN
cuesj-535	127	5	51	51	NUM
cuesj-535	127	6	http://journals.cihanuniversity.edu.iq/index.php/cuesj	http://journals.cihanuniversity.edu.iq/index.php/cuesj	ADJ
cuesj-535	127	7	cuesj	cuesj	ADJ
cuesj-535	127	8	2022	2022	NUM
cuesj-535	127	9	,	,	PUNCT
cuesj-535	127	10	6	6	NUM
cuesj-535	127	11	(	(	PUNCT
cuesj-535	127	12	1	1	NUM
cuesj-535	127	13	):	):	PUNCT
cuesj-535	127	14	47	47	NUM
cuesj-535	127	15	-	-	SYM
cuesj-535	127	16	52	52	NUM
cuesj-535	127	17	a	a	DET
cuesj-535	127	18	ddos	ddos	NOUN
cuesj-535	127	19	attack.[28	attack.[28	PROPN
cuesj-535	127	20	]	]	PUNCT
cuesj-535	127	21	upstream	upstream	NOUN
cuesj-535	127	22	filtering	filter	VERB
cuesj-535	127	23	with	with	ADP
cuesj-535	127	24	upstream	upstream	ADJ
cuesj-535	127	25	filtering	filtering	NOUN
cuesj-535	127	26	,	,	PUNCT
cuesj-535	127	27	as	as	SCONJ
cuesj-535	127	28	the	the	DET
cuesj-535	127	29	name	name	NOUN
cuesj-535	127	30	suggests	suggest	VERB
cuesj-535	127	31	,	,	PUNCT
cuesj-535	127	32	the	the	DET
cuesj-535	127	33	traffic	traffic	NOUN
cuesj-535	127	34	to	to	ADP
cuesj-535	127	35	the	the	DET
cuesj-535	127	36	victim	victim	NOUN
cuesj-535	127	37	computer	computer	NOUN
cuesj-535	127	38	needs	need	VERB
cuesj-535	127	39	to	to	PART
cuesj-535	127	40	be	be	AUX
cuesj-535	127	41	cleaned	clean	VERB
cuesj-535	127	42	by	by	ADP
cuesj-535	127	43	passing	pass	VERB
cuesj-535	127	44	it	it	PRON
cuesj-535	127	45	through	through	ADP
cuesj-535	127	46	digital	digital	ADJ
cuesj-535	127	47	cross	cross	NOUN
cuesj-535	127	48	-	-	NOUN
cuesj-535	127	49	connects	connect	NOUN
cuesj-535	127	50	,	,	PUNCT
cuesj-535	127	51	proxies	proxy	NOUN
cuesj-535	127	52	,	,	PUNCT
cuesj-535	127	53	direct	direct	ADJ
cuesj-535	127	54	circuits	circuit	NOUN
cuesj-535	127	55	,	,	PUNCT
cuesj-535	127	56	or	or	CCONJ
cuesj-535	127	57	proxies	proxy	NOUN
cuesj-535	127	58	.	.	PUNCT
cuesj-535	128	1	such	such	ADJ
cuesj-535	128	2	upstream	upstream	ADJ
cuesj-535	128	3	cleaning	cleaning	NOUN
cuesj-535	128	4	ensures	ensure	NOUN
cuesj-535	128	5	that	that	SCONJ
cuesj-535	128	6	ddos	ddo	NOUN
cuesj-535	128	7	is	be	AUX
cuesj-535	128	8	separated	separate	VERB
cuesj-535	128	9	and	and	CCONJ
cuesj-535	128	10	only	only	ADV
cuesj-535	128	11	the	the	DET
cuesj-535	128	12	“	"	PUNCT
cuesj-535	128	13	safe	safe	ADJ
cuesj-535	128	14	”	"	PUNCT
cuesj-535	128	15	traffic	traffic	NOUN
cuesj-535	128	16	reaches	reach	VERB
cuesj-535	128	17	the	the	DET
cuesj-535	128	18	server.[29	server.[29	NOUN
cuesj-535	128	19	]	]	PUNCT
cuesj-535	128	20	applying	apply	VERB
cuesj-535	128	21	front	front	ADJ
cuesj-535	128	22	end	end	NOUN
cuesj-535	128	23	hardware	hardware	NOUN
cuesj-535	128	24	using	use	VERB
cuesj-535	128	25	front	front	ADJ
cuesj-535	128	26	-	-	PUNCT
cuesj-535	128	27	end	end	NOUN
cuesj-535	128	28	hardware	hardware	NOUN
cuesj-535	128	29	,	,	PUNCT
cuesj-535	128	30	intelligent	intelligent	ADJ
cuesj-535	128	31	hardware	hardware	NOUN
cuesj-535	128	32	can	can	AUX
cuesj-535	128	33	be	be	AUX
cuesj-535	128	34	deployed	deploy	VERB
cuesj-535	128	35	on	on	ADP
cuesj-535	128	36	the	the	DET
cuesj-535	128	37	network	network	NOUN
cuesj-535	128	38	before	before	SCONJ
cuesj-535	128	39	traffic	traffic	NOUN
cuesj-535	128	40	reaches	reach	VERB
cuesj-535	128	41	the	the	DET
cuesj-535	128	42	servers	server	NOUN
cuesj-535	128	43	.	.	PUNCT
cuesj-535	129	1	as	as	SCONJ
cuesj-535	129	2	data	data	NOUN
cuesj-535	129	3	packets	packet	NOUN
cuesj-535	129	4	enter	enter	VERB
cuesj-535	129	5	the	the	DET
cuesj-535	129	6	system	system	NOUN
cuesj-535	129	7	,	,	PUNCT
cuesj-535	129	8	this	this	DET
cuesj-535	129	9	hardware	hardware	NOUN
cuesj-535	129	10	examines	examine	VERB
cuesj-535	129	11	them	they	PRON
cuesj-535	129	12	and	and	CCONJ
cuesj-535	129	13	classifies	classify	VERB
cuesj-535	129	14	them	they	PRON
cuesj-535	129	15	as	as	ADP
cuesj-535	129	16	a	a	DET
cuesj-535	129	17	priority	priority	NOUN
cuesj-535	129	18	,	,	PUNCT
cuesj-535	129	19	regular	regular	ADJ
cuesj-535	129	20	,	,	PUNCT
cuesj-535	129	21	or	or	CCONJ
cuesj-535	129	22	dangerous	dangerous	ADJ
cuesj-535	129	23	.	.	PUNCT
cuesj-535	130	1	ips	ip	NOUN
cuesj-535	130	2	-	-	PUNCT
cuesj-535	130	3	based	base	VERB
cuesj-535	130	4	prevention	prevention	NOUN
cuesj-535	130	5	intrusion	intrusion	NOUN
cuesj-535	130	6	prevention	prevention	NOUN
cuesj-535	130	7	systems	system	NOUN
cuesj-535	130	8	(	(	PUNCT
cuesj-535	130	9	ips	ips	PROPN
cuesj-535	130	10	)	)	PUNCT
cuesj-535	130	11	can	can	AUX
cuesj-535	130	12	be	be	AUX
cuesj-535	130	13	effective	effective	ADJ
cuesj-535	130	14	if	if	SCONJ
cuesj-535	130	15	the	the	DET
cuesj-535	130	16	attack	attack	NOUN
cuesj-535	130	17	has	have	VERB
cuesj-535	130	18	signatures	signature	NOUN
cuesj-535	130	19	linked	link	VERB
cuesj-535	130	20	with	with	ADP
cuesj-535	130	21	it	it	PRON
cuesj-535	130	22	.	.	PUNCT
cuesj-535	131	1	unfortunately	unfortunately	ADV
cuesj-535	131	2	,	,	PUNCT
cuesj-535	131	3	genuine	genuine	ADJ
cuesj-535	131	4	content	content	NOUN
cuesj-535	131	5	with	with	ADP
cuesj-535	131	6	malicious	malicious	ADJ
cuesj-535	131	7	intent	intent	NOUN
cuesj-535	131	8	is	be	AUX
cuesj-535	131	9	a	a	DET
cuesj-535	131	10	regular	regular	ADJ
cuesj-535	131	11	ddos	ddos	NOUN
cuesj-535	131	12	trend	trend	NOUN
cuesj-535	131	13	.	.	PUNCT
cuesj-535	132	1	furthermore	furthermore	ADV
cuesj-535	132	2	,	,	PUNCT
cuesj-535	132	3	intrusion	intrusion	NOUN
cuesj-535	132	4	-	-	PUNCT
cuesj-535	132	5	prevention	prevention	NOUN
cuesj-535	132	6	systems	system	NOUN
cuesj-535	132	7	designed	design	VERB
cuesj-535	132	8	for	for	ADP
cuesj-535	132	9	content	content	NOUN
cuesj-535	132	10	recognition	recognition	NOUN
cuesj-535	132	11	can	can	AUX
cuesj-535	132	12	not	not	PART
cuesj-535	132	13	detect	detect	VERB
cuesj-535	132	14	ddos	ddos	NOUN
cuesj-535	132	15	attacks	attack	NOUN
cuesj-535	132	16	based	base	VERB
cuesj-535	132	17	on	on	ADP
cuesj-535	132	18	behavior	behavior	NOUN
cuesj-535	132	19	.	.	PUNCT
cuesj-535	133	1	a	a	DET
cuesj-535	133	2	rate	rate	NOUN
cuesj-535	133	3	-	-	PUNCT
cuesj-535	133	4	based	base	VERB
cuesj-535	133	5	intrusion	intrusion	NOUN
cuesj-535	133	6	prevention	prevention	NOUN
cuesj-535	133	7	system	system	NOUN
cuesj-535	133	8	(	(	PUNCT
cuesj-535	133	9	rbips	rbip	NOUN
cuesj-535	133	10	)	)	PUNCT
cuesj-535	133	11	is	be	AUX
cuesj-535	133	12	designed	design	VERB
cuesj-535	133	13	to	to	PART
cuesj-535	133	14	analyze	analyze	VERB
cuesj-535	133	15	traffic	traffic	NOUN
cuesj-535	133	16	granularly	granularly	ADV
cuesj-535	133	17	and	and	CCONJ
cuesj-535	133	18	continuously	continuously	ADV
cuesj-535	133	19	scan	scan	VERB
cuesj-535	133	20	the	the	DET
cuesj-535	133	21	traffic	traffic	NOUN
cuesj-535	133	22	array	array	NOUN
cuesj-535	133	23	for	for	ADP
cuesj-535	133	24	anomalies.[30	anomalies.[30	PROPN
cuesj-535	133	25	]	]	X
cuesj-535	133	26	the	the	DET
cuesj-535	133	27	legitimate	legitimate	ADJ
cuesj-535	133	28	traffic	traffic	NOUN
cuesj-535	133	29	must	must	AUX
cuesj-535	133	30	be	be	AUX
cuesj-535	133	31	let	let	VERB
cuesj-535	133	32	pass	pass	VERB
cuesj-535	133	33	through	through	ADP
cuesj-535	133	34	while	while	SCONJ
cuesj-535	133	35	the	the	DET
cuesj-535	133	36	suspicious	suspicious	ADJ
cuesj-535	133	37	one	one	NOUN
cuesj-535	133	38	is	be	AUX
cuesj-535	133	39	filtered	filter	VERB
cuesj-535	133	40	off	off	ADP
cuesj-535	133	41	.	.	PUNCT
cuesj-535	134	1	switches	switch	VERB
cuesj-535	134	2	many	many	ADJ
cuesj-535	134	3	switches	switch	NOUN
cuesj-535	134	4	include	include	VERB
cuesj-535	134	5	rate	rate	NOUN
cuesj-535	134	6	-	-	PUNCT
cuesj-535	134	7	limiting	limit	VERB
cuesj-535	134	8	and	and	CCONJ
cuesj-535	134	9	access	access	NOUN
cuesj-535	134	10	control	control	NOUN
cuesj-535	134	11	list	list	NOUN
cuesj-535	134	12	(	(	PUNCT
cuesj-535	134	13	acl	acl	NOUN
cuesj-535	134	14	)	)	PUNCT
cuesj-535	134	15	capabilities	capability	NOUN
cuesj-535	134	16	.	.	PUNCT
cuesj-535	135	1	to	to	PART
cuesj-535	135	2	identify	identify	VERB
cuesj-535	135	3	and	and	CCONJ
cuesj-535	135	4	correct	correct	ADJ
cuesj-535	135	5	dos	do	NOUN
cuesj-535	135	6	assaults	assault	NOUN
cuesj-535	135	7	,	,	PUNCT
cuesj-535	135	8	some	some	DET
cuesj-535	135	9	switches	switch	NOUN
cuesj-535	135	10	include	include	VERB
cuesj-535	135	11	deep	deep	ADJ
cuesj-535	135	12	packet	packet	NOUN
cuesj-535	135	13	inspection	inspection	NOUN
cuesj-535	135	14	,	,	PUNCT
cuesj-535	135	15	delayed	delay	VERB
cuesj-535	135	16	binding	bind	VERB
cuesj-535	135	17	(	(	PUNCT
cuesj-535	135	18	tcp	tcp	ADJ
cuesj-535	135	19	splicing	splicing	NOUN
cuesj-535	135	20	)	)	PUNCT
cuesj-535	135	21	,	,	PUNCT
cuesj-535	135	22	bogon	bogon	PROPN
cuesj-535	135	23	filtering	filtering	PROPN
cuesj-535	135	24	,	,	PUNCT
cuesj-535	135	25	automatic	automatic	ADJ
cuesj-535	135	26	traffic	traffic	NOUN
cuesj-535	135	27	shaping	shaping	NOUN
cuesj-535	135	28	,	,	PUNCT
cuesj-535	135	29	bogus	bogus	ADJ
cuesj-535	135	30	internet	internet	NOUN
cuesj-535	135	31	protocol	protocol	NOUN
cuesj-535	135	32	(	(	PUNCT
cuesj-535	135	33	ip	ip	NOUN
cuesj-535	135	34	)	)	PUNCT
cuesj-535	135	35	filtering	filtering	NOUN
cuesj-535	135	36	,	,	PUNCT
cuesj-535	135	37	and	and	CCONJ
cuesj-535	135	38	system	system	NOUN
cuesj-535	135	39	-	-	PUNCT
cuesj-535	135	40	wide	wide	ADJ
cuesj-535	135	41	rate	rate	NOUN
cuesj-535	135	42	restriction	restriction	NOUN
cuesj-535	135	43	via	via	ADP
cuesj-535	135	44	wide	wide	ADJ
cuesj-535	135	45	area	area	NOUN
cuesj-535	135	46	network	network	NOUN
cuesj-535	135	47	(	(	PUNCT
cuesj-535	135	48	wan	wan	PROPN
cuesj-535	135	49	)	)	PUNCT
cuesj-535	135	50	link	link	VERB
cuesj-535	135	51	failover	failover	NOUN
cuesj-535	135	52	and	and	CCONJ
cuesj-535	135	53	balancing	balancing	NOUN
cuesj-535	135	54	and	and	CCONJ
cuesj-535	135	55	automatic	automatic	ADJ
cuesj-535	135	56	rate	rate	NOUN
cuesj-535	135	57	filtering.[31	filtering.[31	NOUN
cuesj-535	135	58	]	]	PUNCT
cuesj-535	135	59	switch	switch	VERB
cuesj-535	135	60	treatments	treatment	NOUN
cuesj-535	135	61	only	only	ADV
cuesj-535	135	62	if	if	SCONJ
cuesj-535	135	63	ddos	ddos	NOUN
cuesj-535	135	64	attacks	attack	NOUN
cuesj-535	135	65	can	can	AUX
cuesj-535	135	66	be	be	AUX
cuesj-535	135	67	avoided	avoid	VERB
cuesj-535	135	68	while	while	SCONJ
cuesj-535	135	69	they	they	PRON
cuesj-535	135	70	are	be	AUX
cuesj-535	135	71	used	use	VERB
cuesj-535	135	72	.	.	PUNCT
cuesj-535	136	1	the	the	DET
cuesj-535	136	2	synchronize	synchronize	NOUN
cuesj-535	136	3	(	(	PUNCT
cuesj-535	136	4	syn	syn	NOUN
cuesj-535	136	5	)	)	PUNCT
cuesj-535	136	6	flood	flood	NOUN
cuesj-535	136	7	attack	attack	NOUN
cuesj-535	136	8	,	,	PUNCT
cuesj-535	136	9	for	for	ADP
cuesj-535	136	10	example	example	NOUN
cuesj-535	136	11	,	,	PUNCT
cuesj-535	136	12	can	can	AUX
cuesj-535	136	13	be	be	AUX
cuesj-535	136	14	mitigated	mitigate	VERB
cuesj-535	136	15	by	by	ADP
cuesj-535	136	16	employing	employ	VERB
cuesj-535	136	17	tcp	tcp	ADJ
cuesj-535	136	18	splicing	splicing	NOUN
cuesj-535	136	19	or	or	CCONJ
cuesj-535	136	20	delayed	delay	VERB
cuesj-535	136	21	binding	bind	VERB
cuesj-535	136	22	.	.	PUNCT
cuesj-535	137	1	still	still	ADV
cuesj-535	137	2	,	,	PUNCT
cuesj-535	137	3	bogon	bogon	PROPN
cuesj-535	137	4	filtering	filtering	NOUN
cuesj-535	137	5	can	can	AUX
cuesj-535	137	6	be	be	AUX
cuesj-535	137	7	used	use	VERB
cuesj-535	137	8	for	for	ADP
cuesj-535	137	9	attacks	attack	NOUN
cuesj-535	137	10	going	go	VERB
cuesj-535	137	11	to	to	ADP
cuesj-535	137	12	dark	dark	ADJ
cuesj-535	137	13	addresses	address	NOUN
cuesj-535	137	14	or	or	CCONJ
cuesj-535	137	15	coming	come	VERB
cuesj-535	137	16	from	from	ADP
cuesj-535	137	17	dark	dark	ADJ
cuesj-535	137	18	addresses	address	NOUN
cuesj-535	137	19	,	,	PUNCT
cuesj-535	137	20	while	while	SCONJ
cuesj-535	137	21	deep	deep	ADJ
cuesj-535	137	22	packet	packet	NOUN
cuesj-535	137	23	inspection	inspection	NOUN
cuesj-535	137	24	can	can	AUX
cuesj-535	137	25	be	be	AUX
cuesj-535	137	26	used	use	VERB
cuesj-535	137	27	for	for	ADP
cuesj-535	137	28	content	content	NOUN
cuesj-535	137	29	-	-	PUNCT
cuesj-535	137	30	based	base	VERB
cuesj-535	137	31	ddos	ddo	NOUN
cuesj-535	137	32	.	.	PUNCT
cuesj-535	138	1	in	in	ADP
cuesj-535	138	2	addition	addition	NOUN
cuesj-535	138	3	,	,	PUNCT
cuesj-535	138	4	if	if	SCONJ
cuesj-535	138	5	both	both	DET
cuesj-535	138	6	links	link	NOUN
cuesj-535	138	7	have	have	VERB
cuesj-535	138	8	dos	do	NOUN
cuesj-535	138	9	/	/	SYM
cuesj-535	138	10	ddos	ddos	NOUN
cuesj-535	138	11	prevention	prevention	NOUN
cuesj-535	138	12	mechanism	mechanism	NOUN
cuesj-535	138	13	,	,	PUNCT
cuesj-535	138	14	wan	wan	PROPN
cuesj-535	138	15	-	-	PUNCT
cuesj-535	138	16	link	link	NOUN
cuesj-535	138	17	failover	failover	NOUN
cuesj-535	138	18	will	will	AUX
cuesj-535	138	19	work	work	VERB
cuesj-535	138	20	.	.	PUNCT
cuesj-535	139	1	and	and	CCONJ
cuesj-535	139	2	more	more	ADV
cuesj-535	139	3	still	still	ADV
cuesj-535	139	4	,	,	PUNCT
cuesj-535	139	5	setting	set	VERB
cuesj-535	139	6	the	the	DET
cuesj-535	139	7	rate	rate	NOUN
cuesj-535	139	8	thresholds	threshold	NOUN
cuesj-535	139	9	correctly	correctly	ADV
cuesj-535	139	10	can	can	AUX
cuesj-535	139	11	ensure	ensure	VERB
cuesj-535	139	12	that	that	SCONJ
cuesj-535	139	13	the	the	DET
cuesj-535	139	14	automatic	automatic	ADJ
cuesj-535	139	15	filtering	filtering	NOUN
cuesj-535	139	16	works	work	NOUN
cuesj-535	139	17	.	.	PUNCT
cuesj-535	140	1	blackholing	blackholing	NOUN
cuesj-535	140	2	and	and	CCONJ
cuesj-535	140	3	sinkhole	sinkhole	NOUN
cuesj-535	140	4	all	all	DET
cuesj-535	140	5	communication	communication	NOUN
cuesj-535	140	6	to	to	ADP
cuesj-535	140	7	the	the	DET
cuesj-535	140	8	attacked	attack	VERB
cuesj-535	140	9	domain	domain	NOUN
cuesj-535	140	10	name	name	NOUN
cuesj-535	140	11	system	system	NOUN
cuesj-535	140	12	(	(	PUNCT
cuesj-535	140	13	dns	dns	NOUN
cuesj-535	140	14	)	)	PUNCT
cuesj-535	140	15	or	or	CCONJ
cuesj-535	140	16	ip	ip	ADJ
cuesj-535	140	17	address	address	NOUN
cuesj-535	140	18	is	be	AUX
cuesj-535	140	19	routed	route	VERB
cuesj-535	140	20	through	through	ADP
cuesj-535	140	21	a	a	DET
cuesj-535	140	22	“	"	PUNCT
cuesj-535	140	23	black	black	ADJ
cuesj-535	140	24	hole	hole	NOUN
cuesj-535	140	25	,	,	PUNCT
cuesj-535	140	26	”	"	PUNCT
cuesj-535	140	27	a	a	DET
cuesj-535	140	28	non	non	ADJ
cuesj-535	140	29	-	-	ADJ
cuesj-535	140	30	existent	existent	ADJ
cuesj-535	140	31	server	server	NOUN
cuesj-535	140	32	,	,	PUNCT
cuesj-535	140	33	or	or	CCONJ
cuesj-535	140	34	a	a	DET
cuesj-535	140	35	null	null	ADJ
cuesj-535	140	36	interface	interface	NOUN
cuesj-535	140	37	.	.	PUNCT
cuesj-535	141	1	the	the	DET
cuesj-535	141	2	internet	internet	NOUN
cuesj-535	141	3	service	service	NOUN
cuesj-535	141	4	provider	provider	NOUN
cuesj-535	141	5	can	can	AUX
cuesj-535	141	6	manage	manage	VERB
cuesj-535	141	7	such	such	DET
cuesj-535	141	8	a	a	DET
cuesj-535	141	9	hole	hole	NOUN
cuesj-535	141	10	to	to	PART
cuesj-535	141	11	be	be	AUX
cuesj-535	141	12	more	more	ADJ
cuesj-535	141	13	efficacious.[32	efficacious.[32	NOUN
cuesj-535	141	14	]	]	X
cuesj-535	141	15	moreover	moreover	ADV
cuesj-535	141	16	,	,	PUNCT
cuesj-535	141	17	a	a	DET
cuesj-535	141	18	dns	dns	NOUN
cuesj-535	141	19	sinkhole	sinkhole	NOUN
cuesj-535	141	20	can	can	AUX
cuesj-535	141	21	route	route	VERB
cuesj-535	141	22	traffic	traffic	NOUN
cuesj-535	141	23	to	to	ADP
cuesj-535	141	24	a	a	DET
cuesj-535	141	25	valid	valid	ADJ
cuesj-535	141	26	ip	ip	NOUN
cuesj-535	141	27	address	address	NOUN
cuesj-535	141	28	for	for	ADP
cuesj-535	141	29	analysis	analysis	NOUN
cuesj-535	141	30	,	,	PUNCT
cuesj-535	141	31	rejecting	reject	VERB
cuesj-535	141	32	the	the	DET
cuesj-535	141	33	bad	bad	ADJ
cuesj-535	141	34	packets	packet	NOUN
cuesj-535	141	35	and	and	CCONJ
cuesj-535	141	36	allowing	allow	VERB
cuesj-535	141	37	the	the	DET
cuesj-535	141	38	good	good	ADJ
cuesj-535	141	39	packets	packet	NOUN
cuesj-535	141	40	through	through	ADP
cuesj-535	141	41	.	.	PUNCT
cuesj-535	142	1	firewalls	firewall	NOUN
cuesj-535	142	2	with	with	ADP
cuesj-535	142	3	firewalls	firewall	NOUN
cuesj-535	142	4	,	,	PUNCT
cuesj-535	142	5	a	a	DET
cuesj-535	142	6	simple	simple	ADJ
cuesj-535	142	7	rule	rule	NOUN
cuesj-535	142	8	could	could	AUX
cuesj-535	142	9	be	be	AUX
cuesj-535	142	10	added	add	VERB
cuesj-535	142	11	,	,	PUNCT
cuesj-535	142	12	such	such	ADJ
cuesj-535	142	13	that	that	SCONJ
cuesj-535	142	14	,	,	PUNCT
cuesj-535	142	15	based	base	VERB
cuesj-535	142	16	on	on	ADP
cuesj-535	142	17	the	the	DET
cuesj-535	142	18	protocols	protocol	NOUN
cuesj-535	142	19	,	,	PUNCT
cuesj-535	142	20	originating	originate	VERB
cuesj-535	142	21	ip	ip	DET
cuesj-535	142	22	addresses	address	NOUN
cuesj-535	142	23	,	,	PUNCT
cuesj-535	142	24	or	or	CCONJ
cuesj-535	142	25	ports	port	NOUN
cuesj-535	142	26	,	,	PUNCT
cuesj-535	142	27	all	all	DET
cuesj-535	142	28	incoming	incoming	ADJ
cuesj-535	142	29	threat	threat	NOUN
cuesj-535	142	30	traffic	traffic	NOUN
cuesj-535	142	31	is	be	AUX
cuesj-535	142	32	denied	deny	VERB
cuesj-535	142	33	access.[33	access.[33	NOUN
cuesj-535	142	34	]	]	PUNCT
cuesj-535	142	35	however	however	ADV
cuesj-535	142	36	,	,	PUNCT
cuesj-535	142	37	this	this	DET
cuesj-535	142	38	approach	approach	NOUN
cuesj-535	142	39	will	will	AUX
cuesj-535	142	40	not	not	PART
cuesj-535	142	41	be	be	AUX
cuesj-535	142	42	able	able	ADJ
cuesj-535	142	43	to	to	PART
cuesj-535	142	44	block	block	VERB
cuesj-535	142	45	more	more	ADJ
cuesj-535	142	46	complex	complex	ADJ
cuesj-535	142	47	attacks	attack	NOUN
cuesj-535	142	48	.	.	PUNCT
cuesj-535	143	1	for	for	ADP
cuesj-535	143	2	instance	instance	NOUN
cuesj-535	143	3	,	,	PUNCT
cuesj-535	143	4	web	web	NOUN
cuesj-535	143	5	service	service	NOUN
cuesj-535	143	6	;	;	PUNCT
cuesj-535	143	7	say	say	VERB
cuesj-535	143	8	through	through	ADP
cuesj-535	143	9	port	port	NOUN
cuesj-535	143	10	80	80	NUM
cuesj-535	143	11	,	,	PUNCT
cuesj-535	143	12	on	on	ADP
cuesj-535	143	13	experiencing	experience	VERB
cuesj-535	143	14	an	an	DET
cuesj-535	143	15	attack	attack	NOUN
cuesj-535	143	16	,	,	PUNCT
cuesj-535	143	17	it	it	PRON
cuesj-535	143	18	might	might	AUX
cuesj-535	143	19	not	not	PART
cuesj-535	143	20	be	be	AUX
cuesj-535	143	21	possible	possible	ADJ
cuesj-535	143	22	to	to	PART
cuesj-535	143	23	deny	deny	VERB
cuesj-535	143	24	all	all	DET
cuesj-535	143	25	incoming	incoming	ADJ
cuesj-535	143	26	traffic	traffic	NOUN
cuesj-535	143	27	through	through	ADP
cuesj-535	143	28	such	such	DET
cuesj-535	143	29	a	a	DET
cuesj-535	143	30	service	service	NOUN
cuesj-535	143	31	port	port	NOUN
cuesj-535	143	32	,	,	PUNCT
cuesj-535	143	33	as	as	SCONJ
cuesj-535	143	34	that	that	PRON
cuesj-535	143	35	would	would	AUX
cuesj-535	143	36	mean	mean	VERB
cuesj-535	143	37	stopping	stop	VERB
cuesj-535	143	38	the	the	DET
cuesj-535	143	39	legitimate	legitimate	ADJ
cuesj-535	143	40	server	server	NOUN
cuesj-535	143	41	’s	’s	PART
cuesj-535	143	42	traffic.[34	traffic.[34	NOUN
cuesj-535	143	43	]	]	PUNCT
cuesj-535	143	44	routers	router	VERB
cuesj-535	143	45	routers	router	NOUN
cuesj-535	143	46	and	and	CCONJ
cuesj-535	143	47	switches	switch	NOUN
cuesj-535	143	48	are	be	AUX
cuesj-535	143	49	similar	similar	ADJ
cuesj-535	143	50	in	in	SCONJ
cuesj-535	143	51	that	that	SCONJ
cuesj-535	143	52	they	they	PRON
cuesj-535	143	53	both	both	PRON
cuesj-535	143	54	include	include	VERB
cuesj-535	143	55	ratelimiting	ratelimite	VERB
cuesj-535	143	56	and	and	CCONJ
cuesj-535	143	57	acl	acl	PROPN
cuesj-535	143	58	capabilities	capability	NOUN
cuesj-535	143	59	.	.	PUNCT
cuesj-535	144	1	they	they	PRON
cuesj-535	144	2	,	,	PUNCT
cuesj-535	144	3	like	like	ADP
cuesj-535	144	4	the	the	DET
cuesj-535	144	5	switches	switch	NOUN
cuesj-535	144	6	,	,	PUNCT
cuesj-535	144	7	are	be	AUX
cuesj-535	144	8	also	also	ADV
cuesj-535	144	9	configured	configure	VERB
cuesj-535	144	10	manually	manually	ADV
cuesj-535	144	11	.	.	PUNCT
cuesj-535	145	1	however	however	ADV
cuesj-535	145	2	,	,	PUNCT
cuesj-535	145	3	it	it	PRON
cuesj-535	145	4	is	be	AUX
cuesj-535	145	5	essential	essential	ADJ
cuesj-535	145	6	to	to	PART
cuesj-535	145	7	note	note	VERB
cuesj-535	145	8	that	that	SCONJ
cuesj-535	145	9	most	most	ADJ
cuesj-535	145	10	routers	router	NOUN
cuesj-535	145	11	are	be	AUX
cuesj-535	145	12	vulnerable	vulnerable	ADJ
cuesj-535	145	13	to	to	ADP
cuesj-535	145	14	ddos	ddos	NOUN
cuesj-535	145	15	attacks	attack	NOUN
cuesj-535	145	16	.	.	PUNCT
cuesj-535	146	1	p2p	p2p	NOUN
cuesj-535	146	2	remedies	remedy	VERB
cuesj-535	146	3	almost	almost	ADV
cuesj-535	146	4	all	all	DET
cuesj-535	146	5	p2p	p2p	NOUN
cuesj-535	146	6	botnets	botnet	NOUN
cuesj-535	146	7	have	have	VERB
cuesj-535	146	8	a	a	DET
cuesj-535	146	9	vulnerability	vulnerability	NOUN
cuesj-535	146	10	in	in	ADP
cuesj-535	146	11	the	the	DET
cuesj-535	146	12	p2p	p2p	NOUN
cuesj-535	146	13	sharing	sharing	NOUN
cuesj-535	146	14	mechanism	mechanism	NOUN
cuesj-535	146	15	.	.	PUNCT
cuesj-535	147	1	as	as	SCONJ
cuesj-535	147	2	previously	previously	ADV
cuesj-535	147	3	stated	state	VERB
cuesj-535	147	4	,	,	PUNCT
cuesj-535	147	5	the	the	DET
cuesj-535	147	6	nodes	node	NOUN
cuesj-535	147	7	must	must	AUX
cuesj-535	147	8	keep	keep	VERB
cuesj-535	147	9	and	and	CCONJ
cuesj-535	147	10	share	share	VERB
cuesj-535	147	11	a	a	DET
cuesj-535	147	12	list	list	NOUN
cuesj-535	147	13	of	of	ADP
cuesj-535	147	14	other	other	ADJ
cuesj-535	147	15	nodes	node	NOUN
cuesj-535	147	16	with	with	ADP
cuesj-535	147	17	the	the	DET
cuesj-535	147	18	workers	worker	NOUN
cuesj-535	147	19	in	in	ADP
cuesj-535	147	20	order	order	NOUN
cuesj-535	147	21	to	to	PART
cuesj-535	147	22	distribute	distribute	VERB
cuesj-535	147	23	the	the	DET
cuesj-535	147	24	workers	worker	NOUN
cuesj-535	147	25	around	around	ADP
cuesj-535	147	26	the	the	DET
cuesj-535	147	27	huge	huge	ADJ
cuesj-535	147	28	number	number	NOUN
cuesj-535	147	29	of	of	ADP
cuesj-535	147	30	nodes.[35	nodes.[35	PROPN
cuesj-535	147	31	]	]	PUNCT
cuesj-535	147	32	providing	provide	VERB
cuesj-535	147	33	each	each	DET
cuesj-535	147	34	node	node	NOUN
cuesj-535	147	35	with	with	ADP
cuesj-535	147	36	a	a	DET
cuesj-535	147	37	list	list	NOUN
cuesj-535	147	38	of	of	ADP
cuesj-535	147	39	other	other	ADJ
cuesj-535	147	40	nodes	node	NOUN
cuesj-535	147	41	would	would	AUX
cuesj-535	147	42	take	take	VERB
cuesj-535	147	43	an	an	DET
cuesj-535	147	44	excessive	excessive	ADJ
cuesj-535	147	45	amount	amount	NOUN
cuesj-535	147	46	of	of	ADP
cuesj-535	147	47	time	time	NOUN
cuesj-535	147	48	,	,	PUNCT
cuesj-535	147	49	if	if	SCONJ
cuesj-535	147	50	not	not	PART
cuesj-535	147	51	impossible	impossible	ADJ
cuesj-535	147	52	,	,	PUNCT
cuesj-535	147	53	for	for	SCONJ
cuesj-535	147	54	the	the	DET
cuesj-535	147	55	botmaster	botmaster	NOUN
cuesj-535	147	56	to	to	PART
cuesj-535	147	57	do	do	VERB
cuesj-535	147	58	manually.[36	manually.[36	NOUN
cuesj-535	147	59	]	]	PUNCT
cuesj-535	147	60	as	as	ADP
cuesj-535	147	61	a	a	DET
cuesj-535	147	62	result	result	NOUN
cuesj-535	147	63	,	,	PUNCT
cuesj-535	147	64	the	the	DET
cuesj-535	147	65	nodes	node	NOUN
cuesj-535	147	66	do	do	VERB
cuesj-535	147	67	it	it	PRON
cuesj-535	147	68	on	on	ADP
cuesj-535	147	69	their	their	PRON
cuesj-535	147	70	own	own	ADJ
cuesj-535	147	71	.	.	PUNCT
cuesj-535	148	1	if	if	SCONJ
cuesj-535	148	2	a	a	DET
cuesj-535	148	3	new	new	ADJ
cuesj-535	148	4	node	node	NOUN
cuesj-535	148	5	is	be	AUX
cuesj-535	148	6	found	find	VERB
cuesj-535	148	7	to	to	PART
cuesj-535	148	8	accept	accept	VERB
cuesj-535	148	9	connections	connection	NOUN
cuesj-535	148	10	,	,	PUNCT
cuesj-535	148	11	the	the	DET
cuesj-535	148	12	node	node	NOUN
cuesj-535	148	13	to	to	PART
cuesj-535	148	14	which	which	PRON
cuesj-535	148	15	it	it	PRON
cuesj-535	148	16	is	be	AUX
cuesj-535	148	17	linked	link	VERB
cuesj-535	148	18	adds	add	VERB
cuesj-535	148	19	it	it	PRON
cuesj-535	148	20	to	to	ADP
cuesj-535	148	21	its	its	PRON
cuesj-535	148	22	node	node	NOUN
cuesj-535	148	23	list	list	NOUN
cuesj-535	148	24	,	,	PUNCT
cuesj-535	148	25	which	which	PRON
cuesj-535	148	26	it	it	PRON
cuesj-535	148	27	then	then	ADV
cuesj-535	148	28	shares	share	VERB
cuesj-535	148	29	with	with	ADP
cuesj-535	148	30	other	other	ADJ
cuesj-535	148	31	nodes	node	NOUN
cuesj-535	148	32	.	.	PUNCT
cuesj-535	149	1	this	this	PRON
cuesj-535	149	2	could	could	AUX
cuesj-535	149	3	allow	allow	VERB
cuesj-535	149	4	security	security	NOUN
cuesj-535	149	5	researchers	researcher	NOUN
cuesj-535	149	6	to	to	PART
cuesj-535	149	7	inject	inject	VERB
cuesj-535	149	8	hostile	hostile	ADJ
cuesj-535	149	9	computers	computer	NOUN
cuesj-535	149	10	into	into	ADP
cuesj-535	149	11	the	the	DET
cuesj-535	149	12	network	network	NOUN
cuesj-535	149	13	through	through	ADP
cuesj-535	149	14	a	a	DET
cuesj-535	149	15	loophole	loophole	NOUN
cuesj-535	149	16	.	.	PUNCT
cuesj-535	150	1	they	they	PRON
cuesj-535	150	2	can	can	AUX
cuesj-535	150	3	introduce	introduce	VERB
cuesj-535	150	4	employees	employee	NOUN
cuesj-535	150	5	and	and	CCONJ
cuesj-535	150	6	other	other	ADJ
cuesj-535	150	7	nodes	node	NOUN
cuesj-535	150	8	with	with	ADP
cuesj-535	150	9	bogus	bogus	ADJ
cuesj-535	150	10	ip	ip	NOUN
cuesj-535	150	11	addresses	address	NOUN
cuesj-535	150	12	in	in	ADP
cuesj-535	150	13	this	this	DET
cuesj-535	150	14	situation	situation	NOUN
cuesj-535	150	15	and	and	CCONJ
cuesj-535	150	16	share	share	VERB
cuesj-535	150	17	a	a	DET
cuesj-535	150	18	list	list	NOUN
cuesj-535	150	19	of	of	ADP
cuesj-535	150	20	other	other	ADJ
cuesj-535	150	21	malicious	malicious	ADJ
cuesj-535	150	22	nodes	node	NOUN
cuesj-535	150	23	.	.	PUNCT
cuesj-535	151	1	if	if	SCONJ
cuesj-535	151	2	this	this	PRON
cuesj-535	151	3	is	be	AUX
cuesj-535	151	4	done	do	VERB
cuesj-535	151	5	and	and	CCONJ
cuesj-535	151	6	enough	enough	ADJ
cuesj-535	151	7	resources	resource	NOUN
cuesj-535	151	8	are	be	AUX
cuesj-535	151	9	put	put	VERB
cuesj-535	151	10	in	in	ADP
cuesj-535	151	11	place	place	NOUN
cuesj-535	151	12	,	,	PUNCT
cuesj-535	151	13	the	the	DET
cuesj-535	151	14	new	new	ADJ
cuesj-535	151	15	rogue	rogue	NOUN
cuesj-535	151	16	nodes	node	NOUN
cuesj-535	151	17	can	can	AUX
cuesj-535	151	18	become	become	VERB
cuesj-535	151	19	a	a	DET
cuesj-535	151	20	significant	significant	ADJ
cuesj-535	151	21	botnet	botnet	NOUN
cuesj-535	151	22	component	component	NOUN
cuesj-535	151	23	,	,	PUNCT
cuesj-535	151	24	thereby	thereby	ADV
cuesj-535	151	25	separating	separate	VERB
cuesj-535	151	26	genuine	genuine	ADJ
cuesj-535	151	27	nodes	node	NOUN
cuesj-535	151	28	from	from	ADP
cuesj-535	151	29	workers	worker	NOUN
cuesj-535	151	30	.	.	PUNCT
cuesj-535	152	1	if	if	SCONJ
cuesj-535	152	2	the	the	DET
cuesj-535	152	3	inserted	insert	VERB
cuesj-535	152	4	malicious	malicious	ADJ
cuesj-535	152	5	nodes	node	NOUN
cuesj-535	152	6	populate	populate	VERB
cuesj-535	152	7	the	the	DET
cuesj-535	152	8	network	network	NOUN
cuesj-535	152	9	,	,	PUNCT
cuesj-535	152	10	the	the	DET
cuesj-535	152	11	workers	worker	NOUN
cuesj-535	152	12	will	will	AUX
cuesj-535	152	13	identify	identify	VERB
cuesj-535	152	14	with	with	ADP
cuesj-535	152	15	the	the	DET
cuesj-535	152	16	nodes	node	NOUN
cuesj-535	152	17	and	and	CCONJ
cuesj-535	152	18	will	will	AUX
cuesj-535	152	19	have	have	VERB
cuesj-535	152	20	a	a	DET
cuesj-535	152	21	much	much	ADV
cuesj-535	152	22	lower	low	ADJ
cuesj-535	152	23	likelihood	likelihood	NOUN
cuesj-535	152	24	of	of	ADP
cuesj-535	152	25	joining	join	VERB
cuesj-535	152	26	the	the	DET
cuesj-535	152	27	botnet	botnet	NOUN
cuesj-535	152	28	.	.	PUNCT
cuesj-535	153	1	conclusion	conclusion	NOUN
cuesj-535	153	2	ddos	ddo	NOUN
cuesj-535	153	3	remain	remain	VERB
cuesj-535	153	4	a	a	DET
cuesj-535	153	5	daunting	daunting	ADJ
cuesj-535	153	6	challenge	challenge	NOUN
cuesj-535	153	7	in	in	ADP
cuesj-535	153	8	cloud	cloud	ADJ
cuesj-535	153	9	computing	computing	NOUN
cuesj-535	153	10	environments	environment	NOUN
cuesj-535	153	11	,	,	PUNCT
cuesj-535	153	12	and	and	CCONJ
cuesj-535	153	13	it	it	PRON
cuesj-535	153	14	requires	require	VERB
cuesj-535	153	15	complex	complex	ADJ
cuesj-535	153	16	simulations	simulation	NOUN
cuesj-535	153	17	to	to	PART
cuesj-535	153	18	cope	cope	VERB
cuesj-535	153	19	with	with	ADP
cuesj-535	153	20	it	it	PRON
cuesj-535	153	21	.	.	PUNCT
cuesj-535	154	1	typically	typically	ADV
cuesj-535	154	2	,	,	PUNCT
cuesj-535	154	3	ddos	ddo	NOUN
cuesj-535	154	4	flood	flood	NOUN
cuesj-535	154	5	traffic	traffic	NOUN
cuesj-535	154	6	into	into	ADP
cuesj-535	154	7	servers	server	NOUN
cuesj-535	154	8	,	,	PUNCT
cuesj-535	154	9	systems	system	NOUN
cuesj-535	154	10	,	,	PUNCT
cuesj-535	154	11	or	or	CCONJ
cuesj-535	154	12	networks	network	NOUN
cuesj-535	154	13	to	to	PART
cuesj-535	154	14	overwhelm	overwhelm	VERB
cuesj-535	154	15	the	the	DET
cuesj-535	154	16	victim	victim	NOUN
cuesj-535	154	17	resources	resource	NOUN
cuesj-535	154	18	,	,	PUNCT
cuesj-535	154	19	making	make	VERB
cuesj-535	154	20	it	it	PRON
cuesj-535	154	21	difficult	difficult	ADJ
cuesj-535	154	22	for	for	SCONJ
cuesj-535	154	23	legitimate	legitimate	ADJ
cuesj-535	154	24	users	user	NOUN
cuesj-535	154	25	to	to	PART
cuesj-535	154	26	use	use	VERB
cuesj-535	154	27	them	they	PRON
cuesj-535	154	28	.	.	PUNCT
cuesj-535	155	1	furthermore	furthermore	ADV
cuesj-535	155	2	,	,	PUNCT
cuesj-535	155	3	the	the	DET
cuesj-535	155	4	attacks	attack	NOUN
cuesj-535	155	5	are	be	AUX
cuesj-535	155	6	directed	direct	VERB
cuesj-535	155	7	from	from	ADP
cuesj-535	155	8	multiple	multiple	ADJ
cuesj-535	155	9	attack	attack	NOUN
cuesj-535	155	10	systems	system	NOUN
cuesj-535	155	11	(	(	PUNCT
cuesj-535	155	12	distributed	distribute	VERB
cuesj-535	155	13	)	)	PUNCT
cuesj-535	155	14	,	,	PUNCT
cuesj-535	155	15	thus	thus	ADV
cuesj-535	155	16	complicating	complicate	VERB
cuesj-535	155	17	their	their	PRON
cuesj-535	155	18	detection	detection	NOUN
cuesj-535	155	19	and	and	CCONJ
cuesj-535	155	20	defending	defend	VERB
cuesj-535	155	21	against	against	ADP
cuesj-535	155	22	.	.	PUNCT
cuesj-535	156	1	irc	irc	PROPN
cuesj-535	156	2	botnets	botnet	NOUN
cuesj-535	156	3	pose	pose	VERB
cuesj-535	156	4	a	a	DET
cuesj-535	156	5	significant	significant	ADJ
cuesj-535	156	6	threat	threat	NOUN
cuesj-535	156	7	as	as	SCONJ
cuesj-535	156	8	they	they	PRON
cuesj-535	156	9	have	have	AUX
cuesj-535	156	10	continued	continue	VERB
cuesj-535	156	11	to	to	PART
cuesj-535	156	12	improve	improve	VERB
cuesj-535	156	13	,	,	PUNCT
cuesj-535	156	14	which	which	PRON
cuesj-535	156	15	poses	pose	VERB
cuesj-535	156	16	even	even	ADV
cuesj-535	156	17	more	more	ADJ
cuesj-535	156	18	risk	risk	NOUN
cuesj-535	156	19	as	as	SCONJ
cuesj-535	156	20	they	they	PRON
cuesj-535	156	21	build	build	VERB
cuesj-535	156	22	armies	army	NOUN
cuesj-535	156	23	of	of	ADP
cuesj-535	156	24	bots	bot	NOUN
cuesj-535	156	25	for	for	ADP
cuesj-535	156	26	large	large	ADJ
cuesj-535	156	27	-	-	PUNCT
cuesj-535	156	28	scale	scale	NOUN
cuesj-535	156	29	attacks	attack	NOUN
cuesj-535	156	30	,	,	PUNCT
cuesj-535	156	31	the	the	DET
cuesj-535	156	32	key	key	ADJ
cuesj-535	156	33	challenges	challenge	NOUN
cuesj-535	156	34	against	against	ADP
cuesj-535	156	35	effective	effective	ADJ
cuesj-535	156	36	ddos	ddo	NOUN
cuesj-535	156	37	defense	defense	NOUN
cuesj-535	156	38	mechanisms	mechanism	NOUN
cuesj-535	156	39	are	be	AUX
cuesj-535	156	40	two	two	NUM
cuesj-535	156	41	-	-	PUNCT
cuesj-535	156	42	fold	fold	ADJ
cuesj-535	156	43	:	:	PUNCT
cuesj-535	156	44	(	(	PUNCT
cuesj-535	156	45	1	1	X
cuesj-535	156	46	)	)	PUNCT
cuesj-535	156	47	a	a	DET
cuesj-535	156	48	large	large	ADJ
cuesj-535	156	49	number	number	NOUN
cuesj-535	156	50	of	of	ADP
cuesj-535	156	51	zombies	zombie	NOUN
cuesj-535	156	52	is	be	AUX
cuesj-535	156	53	employed	employ	VERB
cuesj-535	156	54	to	to	PART
cuesj-535	156	55	launch	launch	VERB
cuesj-535	156	56	ddos	ddo	NOUN
cuesj-535	156	57	flooding	flooding	NOUN
cuesj-535	156	58	attacks	attack	NOUN
cuesj-535	156	59	and	and	CCONJ
cuesj-535	156	60	(	(	PUNCT
cuesj-535	156	61	2	2	X
cuesj-535	156	62	)	)	PUNCT
cuesj-535	156	63	zombies	zombie	NOUN
cuesj-535	156	64	ip	ip	DET
cuesj-535	156	65	address	address	NOUN
cuesj-535	156	66	is	be	AUX
cuesj-535	156	67	typically	typically	ADV
cuesj-535	156	68	spoofed	spoof	VERB
cuesj-535	156	69	under	under	ADP
cuesj-535	156	70	the	the	DET
cuesj-535	156	71	control	control	NOUN
cuesj-535	156	72	of	of	ADP
cuesj-535	156	73	the	the	DET
cuesj-535	156	74	attacker	attacker	NOUN
cuesj-535	156	75	.	.	PUNCT
cuesj-535	157	1	thus	thus	ADV
cuesj-535	157	2	,	,	PUNCT
cuesj-535	157	3	the	the	DET
cuesj-535	157	4	attacker	attacker	NOUN
cuesj-535	157	5	’s	’s	PART
cuesj-535	157	6	possibility	possibility	NOUN
cuesj-535	157	7	to	to	PART
cuesj-535	157	8	add	add	VERB
cuesj-535	157	9	more	more	ADJ
cuesj-535	157	10	attack	attack	NOUN
cuesj-535	157	11	machines	machine	NOUN
cuesj-535	157	12	dwindles	dwindle	VERB
cuesj-535	157	13	the	the	DET
cuesj-535	157	14	clients	client	NOUN
cuesj-535	157	15	’	’	PART
cuesj-535	157	16	ability	ability	NOUN
cuesj-535	157	17	to	to	PART
cuesj-535	157	18	purchase	purchase	VERB
cuesj-535	157	19	more	more	ADJ
cuesj-535	157	20	incoming	incoming	ADJ
cuesj-535	157	21	bandwidth	bandwidth	NOUN
cuesj-535	157	22	.	.	PUNCT
cuesj-535	158	1	some	some	DET
cuesj-535	158	2	remedies	remedy	NOUN
cuesj-535	158	3	for	for	ADP
cuesj-535	158	4	ddos	ddo	NOUN
cuesj-535	158	5	include	include	VERB
cuesj-535	158	6	application	application	NOUN
cuesj-535	158	7	-	-	PUNCT
cuesj-535	158	8	level	level	NOUN
cuesj-535	158	9	key	key	ADJ
cuesj-535	158	10	completion	completion	NOUN
cuesj-535	158	11	indicators	indicator	NOUN
cuesj-535	158	12	,	,	PUNCT
cuesj-535	158	13	upstream	upstream	ADJ
cuesj-535	158	14	filtering	filtering	NOUN
cuesj-535	158	15	,	,	PUNCT
cuesj-535	158	16	applying	apply	VERB
cuesj-535	158	17	front	front	ADJ
cuesj-535	158	18	-	-	PUNCT
cuesj-535	158	19	end	end	NOUN
cuesj-535	158	20	hardware	hardware	NOUN
cuesj-535	158	21	,	,	PUNCT
cuesj-535	158	22	ips	ips	NOUN
cuesj-535	158	23	-	-	PUNCT
cuesj-535	158	24	based	base	VERB
cuesj-535	158	25	prevention	prevention	NOUN
cuesj-535	158	26	,	,	PUNCT
cuesj-535	158	27	using	use	VERB
cuesj-535	158	28	switches	switch	NOUN
cuesj-535	158	29	and	and	CCONJ
cuesj-535	158	30	firewalls	firewall	NOUN
cuesj-535	158	31	,	,	PUNCT
cuesj-535	158	32	and	and	CCONJ
cuesj-535	158	33	blackholing	blackholing	NOUN
cuesj-535	158	34	and	and	CCONJ
cuesj-535	158	35	sinkholing	sinkholing	NOUN
cuesj-535	158	36	.	.	PUNCT
cuesj-535	159	1	since	since	SCONJ
cuesj-535	159	2	ddos	ddos	NOUN
cuesj-535	159	3	keeps	keep	VERB
cuesj-535	159	4	evolving	evolve	VERB
cuesj-535	159	5	and	and	CCONJ
cuesj-535	159	6	becoming	become	VERB
cuesj-535	159	7	more	more	ADV
cuesj-535	159	8	sophisticated	sophisticated	ADJ
cuesj-535	159	9	,	,	PUNCT
cuesj-535	159	10	this	this	DET
cuesj-535	159	11	field	field	NOUN
cuesj-535	159	12	of	of	ADP
cuesj-535	159	13	their	their	PRON
cuesj-535	159	14	remedies	remedy	NOUN
cuesj-535	159	15	requires	require	VERB
cuesj-535	159	16	more	more	ADJ
cuesj-535	159	17	research	research	NOUN
cuesj-535	159	18	and	and	CCONJ
cuesj-535	159	19	development	development	NOUN
cuesj-535	159	20	to	to	PART
cuesj-535	159	21	stay	stay	VERB
cuesj-535	159	22	at	at	ADP
cuesj-535	159	23	par	par	NOUN
cuesj-535	159	24	with	with	ADP
cuesj-535	159	25	their	their	PRON
cuesj-535	159	26	development	development	NOUN
cuesj-535	159	27	,	,	PUNCT
cuesj-535	159	28	if	if	SCONJ
cuesj-535	159	29	not	not	PART
cuesj-535	159	30	to	to	PART
cuesj-535	159	31	be	be	AUX
cuesj-535	159	32	ahead	ahead	ADV
cuesj-535	159	33	of	of	ADP
cuesj-535	159	34	them	they	PRON
cuesj-535	159	35	.	.	PUNCT
cuesj-535	160	1	in	in	ADP
cuesj-535	160	2	the	the	DET
cuesj-535	160	3	future	future	NOUN
cuesj-535	160	4	,	,	PUNCT
cuesj-535	160	5	this	this	DET
cuesj-535	160	6	work	work	NOUN
cuesj-535	160	7	is	be	AUX
cuesj-535	160	8	planned	plan	VERB
cuesj-535	160	9	to	to	PART
cuesj-535	160	10	be	be	AUX
cuesj-535	160	11	extended	extend	VERB
cuesj-535	160	12	with	with	ADP
cuesj-535	160	13	the	the	DET
cuesj-535	160	14	use	use	NOUN
cuesj-535	160	15	of	of	ADP
cuesj-535	160	16	the	the	DET
cuesj-535	160	17	software	software	NOUN
cuesj-535	160	18	-	-	PUNCT
cuesj-535	160	19	defined	define	VERB
cuesj-535	160	20	network	network	NOUN
cuesj-535	160	21	(	(	PUNCT
cuesj-535	160	22	sdn	sdn	PROPN
cuesj-535	160	23	)	)	PUNCT
cuesj-535	160	24	and	and	CCONJ
cuesj-535	160	25	networking	network	VERB
cuesj-535	160	26	function	function	NOUN
cuesj-535	160	27	virtualization	virtualization	NOUN
cuesj-535	160	28	(	(	PUNCT
cuesj-535	160	29	nfv	nfv	NOUN
cuesj-535	160	30	)	)	PUNCT
cuesj-535	160	31	in	in	ADP
cuesj-535	160	32	a	a	DET
cuesj-535	160	33	cloud	cloud	ADJ
cuesj-535	160	34	environment	environment	NOUN
cuesj-535	160	35	to	to	PART
cuesj-535	160	36	come	come	VERB
cuesj-535	160	37	up	up	ADP
cuesj-535	160	38	with	with	ADP
cuesj-535	160	39	new	new	ADJ
cuesj-535	160	40	optimization	optimization	NOUN
cuesj-535	160	41	algorithms	algorithm	NOUN
cuesj-535	160	42	to	to	PART
cuesj-535	160	43	solve	solve	VERB
cuesj-535	160	44	ddos	ddos	NOUN
cuesj-535	160	45	attacks	attack	NOUN
cuesj-535	160	46	.	.	PUNCT
cuesj-535	161	1	aziz	aziz	PROPN
cuesj-535	161	2	,	,	PUNCT
cuesj-535	161	3	et	et	PROPN
cuesj-535	161	4	al	al	PROPN
cuesj-535	161	5	.	.	PUNCT
cuesj-535	161	6	:	:	PUNCT
cuesj-535	162	1	ddos	ddo	NOUN
cuesj-535	162	2	attacks	attack	NOUN
cuesj-535	162	3	on	on	ADP
cuesj-535	162	4	cloud	cloud	NOUN
cuesj-535	162	5	52	52	NUM
cuesj-535	162	6	http://journals.cihanuniversity.edu.iq/index.php/cuesj	http://journals.cihanuniversity.edu.iq/index.php/cuesj	ADJ
cuesj-535	162	7	cuesj	cuesj	ADJ
cuesj-535	162	8	2022	2022	NUM
cuesj-535	162	9	,	,	PUNCT
cuesj-535	162	10	6	6	NUM
cuesj-535	162	11	(	(	PUNCT
cuesj-535	162	12	1	1	NUM
cuesj-535	162	13	):	):	PUNCT
cuesj-535	162	14	47	47	NUM
cuesj-535	162	15	-	-	SYM
cuesj-535	162	16	52	52	NUM
cuesj-535	162	17	references	reference	NOUN
cuesj-535	162	18	1	1	NUM
cuesj-535	162	19	.	.	PUNCT
cuesj-535	162	20	a.	a.	PROPN
cuesj-535	162	21	kobusińska	kobusińska	PROPN
cuesj-535	162	22	,	,	PUNCT
cuesj-535	162	23	c.	c.	PROPN
cuesj-535	162	24	leung	leung	PROPN
cuesj-535	162	25	,	,	PUNCT
cuesj-535	162	26	c.	c.	PROPN
cuesj-535	162	27	h.	h.	PROPN
cuesj-535	162	28	hsu	hsu	PROPN
cuesj-535	162	29	,	,	PUNCT
cuesj-535	162	30	s.	s.	PROPN
cuesj-535	162	31	raghavendra	raghavendra	PROPN
cuesj-535	162	32	and	and	CCONJ
cuesj-535	162	33	v.	v.	PROPN
cuesj-535	162	34	chang	chang	PROPN
cuesj-535	162	35	.	.	PUNCT
cuesj-535	163	1	emerging	emerge	VERB
cuesj-535	163	2	trends	trend	NOUN
cuesj-535	163	3	,	,	PUNCT
cuesj-535	163	4	issues	issue	NOUN
cuesj-535	163	5	and	and	CCONJ
cuesj-535	163	6	challenges	challenge	NOUN
cuesj-535	163	7	in	in	ADP
cuesj-535	163	8	internet	internet	NOUN
cuesj-535	163	9	of	of	ADP
cuesj-535	163	10	things	thing	NOUN
cuesj-535	163	11	,	,	PUNCT
cuesj-535	163	12	big	big	ADJ
cuesj-535	163	13	data	datum	NOUN
cuesj-535	163	14	and	and	CCONJ
cuesj-535	163	15	cloud	cloud	NOUN
cuesj-535	163	16	computing	computing	NOUN
cuesj-535	163	17	.	.	PUNCT
cuesj-535	164	1	future	future	ADJ
cuesj-535	164	2	generation	generation	NOUN
cuesj-535	164	3	computer	computer	NOUN
cuesj-535	164	4	systems	system	NOUN
cuesj-535	164	5	,	,	PUNCT
cuesj-535	164	6	vol	vol	NOUN
cuesj-535	164	7	.	.	PROPN
cuesj-535	164	8	87	87	NUM
cuesj-535	164	9	,	,	PUNCT
cuesj-535	164	10	pp	pp	ADJ
cuesj-535	164	11	.	.	PUNCT
cuesj-535	165	1	416	416	NUM
cuesj-535	165	2	-	-	SYM
cuesj-535	165	3	419	419	NUM
cuesj-535	165	4	,	,	PUNCT
cuesj-535	165	5	2018	2018	NUM
cuesj-535	165	6	.	.	PUNCT
cuesj-535	166	1	2	2	X
cuesj-535	166	2	.	.	PUNCT
cuesj-535	166	3	a.	a.	PROPN
cuesj-535	166	4	i.	i.	PROPN
cuesj-535	166	5	tahirkheli	tahirkheli	PROPN
cuesj-535	166	6	,	,	PUNCT
cuesj-535	166	7	m.	m.	NOUN
cuesj-535	166	8	shiraz	shiraz	PROPN
cuesj-535	166	9	,	,	PUNCT
cuesj-535	166	10	b.	b.	PROPN
cuesj-535	166	11	hayat	hayat	PROPN
cuesj-535	166	12	,	,	PUNCT
cuesj-535	166	13	m.	m.	NOUN
cuesj-535	166	14	idrees	idree	NOUN
cuesj-535	166	15	,	,	PUNCT
cuesj-535	166	16	a.	a.	PROPN
cuesj-535	166	17	sajid	sajid	PROPN
cuesj-535	166	18	,	,	PUNCT
cuesj-535	166	19	r.	r.	PROPN
cuesj-535	166	20	ullah	ullah	PROPN
cuesj-535	166	21	,	,	PUNCT
cuesj-535	166	22	n.	n.	PROPN
cuesj-535	166	23	ayub	ayub	PROPN
cuesj-535	166	24	and	and	CCONJ
cuesj-535	166	25	k.	k.	PROPN
cuesj-535	166	26	i.	i.	PROPN
cuesj-535	166	27	kim	kim	PROPN
cuesj-535	166	28	.	.	PUNCT
cuesj-535	167	1	a	a	DET
cuesj-535	167	2	survey	survey	NOUN
cuesj-535	167	3	on	on	ADP
cuesj-535	167	4	modern	modern	ADJ
cuesj-535	167	5	cloud	cloud	NOUN
cuesj-535	167	6	computing	compute	VERB
cuesj-535	167	7	security	security	NOUN
cuesj-535	167	8	over	over	ADP
cuesj-535	167	9	smart	smart	ADJ
cuesj-535	167	10	city	city	NOUN
cuesj-535	167	11	networks	network	NOUN
cuesj-535	167	12	:	:	PUNCT
cuesj-535	167	13	threats	threat	NOUN
cuesj-535	167	14	,	,	PUNCT
cuesj-535	167	15	vulnerabilities	vulnerability	NOUN
cuesj-535	167	16	,	,	PUNCT
cuesj-535	167	17	consequences	consequence	NOUN
cuesj-535	167	18	,	,	PUNCT
cuesj-535	167	19	countermeasures	countermeasure	NOUN
cuesj-535	167	20	,	,	PUNCT
cuesj-535	167	21	and	and	CCONJ
cuesj-535	167	22	challenges	challenge	NOUN
cuesj-535	167	23	.	.	PUNCT
cuesj-535	168	1	electronics	electronic	NOUN
cuesj-535	168	2	,	,	PUNCT
cuesj-535	168	3	vol	vol	NOUN
cuesj-535	168	4	.	.	PROPN
cuesj-535	168	5	10	10	NUM
cuesj-535	168	6	,	,	PUNCT
cuesj-535	168	7	p.	p.	NOUN
cuesj-535	168	8	1811	1811	NUM
cuesj-535	168	9	,	,	PUNCT
cuesj-535	168	10	2021	2021	NUM
cuesj-535	168	11	.	.	PUNCT
cuesj-535	169	1	3	3	X
cuesj-535	169	2	.	.	X
cuesj-535	169	3	h.	h.	PROPN
cuesj-535	169	4	tabrizchi	tabrizchi	PROPN
cuesj-535	169	5	and	and	CCONJ
cuesj-535	169	6	m.	m.	PROPN
cuesj-535	169	7	k.	k.	PROPN
cuesj-535	169	8	rafsanjani	rafsanjani	PROPN
cuesj-535	169	9	.	.	PUNCT
cuesj-535	170	1	a	a	DET
cuesj-535	170	2	survey	survey	NOUN
cuesj-535	170	3	on	on	ADP
cuesj-535	170	4	security	security	NOUN
cuesj-535	170	5	challenges	challenge	NOUN
cuesj-535	170	6	in	in	ADP
cuesj-535	170	7	cloud	cloud	ADJ
cuesj-535	170	8	computing	computing	NOUN
cuesj-535	170	9	:	:	PUNCT
cuesj-535	170	10	issues	issue	NOUN
cuesj-535	170	11	,	,	PUNCT
cuesj-535	170	12	threats	threat	NOUN
cuesj-535	170	13	,	,	PUNCT
cuesj-535	170	14	and	and	CCONJ
cuesj-535	170	15	solutions	solution	NOUN
cuesj-535	170	16	.	.	PUNCT
cuesj-535	171	1	the	the	DET
cuesj-535	171	2	journal	journal	NOUN
cuesj-535	171	3	of	of	ADP
cuesj-535	171	4	supercomputing	supercomputing	NOUN
cuesj-535	171	5	,	,	PUNCT
cuesj-535	171	6	vol	vol	NOUN
cuesj-535	171	7	.	.	PROPN
cuesj-535	171	8	76	76	NUM
cuesj-535	171	9	,	,	PUNCT
cuesj-535	171	10	pp	pp	ADJ
cuesj-535	171	11	.	.	PUNCT
cuesj-535	172	1	9493	9493	NUM
cuesj-535	172	2	-	-	SYM
cuesj-535	172	3	9532	9532	NUM
cuesj-535	172	4	,	,	PUNCT
cuesj-535	172	5	2020	2020	NUM
cuesj-535	172	6	.	.	PUNCT
cuesj-535	173	1	4	4	X
cuesj-535	173	2	.	.	PUNCT
cuesj-535	173	3	q.	q.	PROPN
cuesj-535	173	4	han	han	PROPN
cuesj-535	173	5	,	,	PUNCT
cuesj-535	173	6	w.	w.	PROPN
cuesj-535	173	7	yu	yu	PROPN
cuesj-535	173	8	,	,	PUNCT
cuesj-535	173	9	y.	y.	PROPN
cuesj-535	173	10	zhang	zhang	PROPN
cuesj-535	173	11	and	and	CCONJ
cuesj-535	173	12	z.	z.	PROPN
cuesj-535	173	13	zhao	zhao	PROPN
cuesj-535	173	14	.	.	PUNCT
cuesj-535	174	1	modeling	modeling	NOUN
cuesj-535	174	2	and	and	CCONJ
cuesj-535	174	3	evaluating	evaluating	NOUN
cuesj-535	174	4	of	of	ADP
cuesj-535	174	5	typical	typical	ADJ
cuesj-535	174	6	advanced	advanced	ADJ
cuesj-535	174	7	peer	peer	NOUN
cuesj-535	174	8	-	-	PUNCT
cuesj-535	174	9	to	to	ADP
cuesj-535	174	10	-	-	PUNCT
cuesj-535	174	11	peer	peer	NOUN
cuesj-535	174	12	botnet	botnet	NOUN
cuesj-535	174	13	.	.	PUNCT
cuesj-535	175	1	performance	performance	NOUN
cuesj-535	175	2	evaluation	evaluation	NOUN
cuesj-535	175	3	,	,	PUNCT
cuesj-535	175	4	vol	vol	NOUN
cuesj-535	175	5	.	.	PROPN
cuesj-535	175	6	72	72	NUM
cuesj-535	175	7	,	,	PUNCT
cuesj-535	175	8	pp	pp	ADJ
cuesj-535	175	9	.	.	PUNCT
cuesj-535	176	1	1	1	NUM
cuesj-535	176	2	-	-	SYM
cuesj-535	176	3	15	15	NUM
cuesj-535	176	4	,	,	PUNCT
cuesj-535	176	5	2014	2014	NUM
cuesj-535	176	6	.	.	PUNCT
cuesj-535	177	1	5	5	NUM
cuesj-535	177	2	.	.	X
cuesj-535	177	3	l.	l.	PROPN
cuesj-535	177	4	feng	feng	PROPN
cuesj-535	177	5	,	,	PUNCT
cuesj-535	177	6	h.	h.	PROPN
cuesj-535	177	7	wang	wang	PROPN
cuesj-535	177	8	,	,	PUNCT
cuesj-535	177	9	q.	q.	PROPN
cuesj-535	177	10	han	han	PROPN
cuesj-535	177	11	,	,	PUNCT
cuesj-535	177	12	q.	q.	PROPN
cuesj-535	177	13	zhao	zhao	PROPN
cuesj-535	177	14	and	and	CCONJ
cuesj-535	177	15	l.	l.	PROPN
cuesj-535	177	16	song	song	PROPN
cuesj-535	177	17	.	.	PUNCT
cuesj-535	178	1	modeling	model	VERB
cuesj-535	178	2	peerto	peerto	NOUN
cuesj-535	178	3	-	-	PUNCT
cuesj-535	178	4	peer	peer	NOUN
cuesj-535	178	5	botnet	botnet	NOUN
cuesj-535	178	6	on	on	ADP
cuesj-535	178	7	scale	scale	NOUN
cuesj-535	178	8	-	-	PUNCT
cuesj-535	178	9	free	free	ADJ
cuesj-535	178	10	network	network	NOUN
cuesj-535	178	11	.	.	PUNCT
cuesj-535	179	1	in	in	ADP
cuesj-535	179	2	abstract	abstract	ADJ
cuesj-535	179	3	and	and	CCONJ
cuesj-535	179	4	applied	apply	VERB
cuesj-535	179	5	analysis	analysis	NOUN
cuesj-535	179	6	,	,	PUNCT
cuesj-535	179	7	vol	vol	NOUN
cuesj-535	179	8	.	.	PROPN
cuesj-535	179	9	2014	2014	NUM
cuesj-535	179	10	,	,	PUNCT
cuesj-535	179	11	p.	p.	NOUN
cuesj-535	179	12	212478	212478	NUM
cuesj-535	179	13	,	,	PUNCT
cuesj-535	179	14	2014	2014	NUM
cuesj-535	179	15	.	.	PUNCT
cuesj-535	180	1	6	6	NUM
cuesj-535	180	2	.	.	PUNCT
cuesj-535	180	3	p.	p.	PROPN
cuesj-535	180	4	kumar	kumar	PROPN
cuesj-535	180	5	and	and	CCONJ
cuesj-535	180	6	r.	r.	PROPN
cuesj-535	180	7	kumar	kumar	PROPN
cuesj-535	180	8	.	.	PUNCT
cuesj-535	181	1	issues	issue	NOUN
cuesj-535	181	2	and	and	CCONJ
cuesj-535	181	3	challenges	challenge	NOUN
cuesj-535	181	4	of	of	ADP
cuesj-535	181	5	load	load	NOUN
cuesj-535	181	6	balancing	balance	VERB
cuesj-535	181	7	techniques	technique	NOUN
cuesj-535	181	8	in	in	ADP
cuesj-535	181	9	cloud	cloud	NOUN
cuesj-535	181	10	computing	computing	NOUN
cuesj-535	181	11	:	:	PUNCT
cuesj-535	181	12	a	a	DET
cuesj-535	181	13	survey	survey	NOUN
cuesj-535	181	14	.	.	PUNCT
cuesj-535	182	1	acm	acm	PROPN
cuesj-535	182	2	computing	computing	NOUN
cuesj-535	182	3	surveys	survey	NOUN
cuesj-535	182	4	,	,	PUNCT
cuesj-535	182	5	vol	vol	NOUN
cuesj-535	182	6	.	.	PROPN
cuesj-535	183	1	51	51	NUM
cuesj-535	183	2	,	,	PUNCT
cuesj-535	183	3	pp	pp	ADJ
cuesj-535	183	4	.	.	PUNCT
cuesj-535	184	1	1	1	NUM
cuesj-535	184	2	-	-	SYM
cuesj-535	184	3	35	35	NUM
cuesj-535	184	4	,	,	PUNCT
cuesj-535	184	5	2019	2019	NUM
cuesj-535	184	6	.	.	PUNCT
cuesj-535	185	1	7	7	X
cuesj-535	185	2	.	.	X
cuesj-535	185	3	s.	s.	PROPN
cuesj-535	185	4	n.	n.	PROPN
cuesj-535	185	5	mthunzi	mthunzi	PROPN
cuesj-535	185	6	,	,	PUNCT
cuesj-535	185	7	e.	e.	PROPN
cuesj-535	185	8	benkhelifa	benkhelifa	PROPN
cuesj-535	185	9	,	,	PUNCT
cuesj-535	185	10	t.	t.	PROPN
cuesj-535	185	11	bosakowski	bosakowski	PROPN
cuesj-535	185	12	,	,	PUNCT
cuesj-535	185	13	c.	c.	PROPN
cuesj-535	185	14	g.	g.	PROPN
cuesj-535	185	15	guegan	guegan	PROPN
cuesj-535	185	16	and	and	CCONJ
cuesj-535	185	17	m.	m.	NOUN
cuesj-535	185	18	barhamgi	barhamgi	PROPN
cuesj-535	185	19	.	.	PUNCT
cuesj-535	186	1	cloud	cloud	NOUN
cuesj-535	186	2	computing	compute	VERB
cuesj-535	186	3	security	security	NOUN
cuesj-535	186	4	taxonomy	taxonomy	NOUN
cuesj-535	186	5	:	:	PUNCT
cuesj-535	186	6	from	from	ADP
cuesj-535	186	7	an	an	DET
cuesj-535	186	8	atomistic	atomistic	NOUN
cuesj-535	186	9	to	to	ADP
cuesj-535	186	10	a	a	DET
cuesj-535	186	11	holistic	holistic	ADJ
cuesj-535	186	12	view	view	NOUN
cuesj-535	186	13	.	.	PUNCT
cuesj-535	187	1	future	future	ADJ
cuesj-535	187	2	generation	generation	NOUN
cuesj-535	187	3	computer	computer	NOUN
cuesj-535	187	4	systems	system	NOUN
cuesj-535	187	5	,	,	PUNCT
cuesj-535	187	6	vol	vol	NOUN
cuesj-535	187	7	.	.	PUNCT
cuesj-535	187	8	107	107	NUM
cuesj-535	187	9	,	,	PUNCT
cuesj-535	187	10	pp	pp	ADV
cuesj-535	187	11	.	.	PUNCT
cuesj-535	188	1	620	620	NUM
cuesj-535	188	2	-	-	SYM
cuesj-535	188	3	644	644	NUM
cuesj-535	188	4	,	,	PUNCT
cuesj-535	188	5	2020	2020	NUM
cuesj-535	188	6	.	.	PUNCT
cuesj-535	189	1	8	8	NUM
cuesj-535	189	2	.	.	PUNCT
cuesj-535	189	3	k.	k.	PROPN
cuesj-535	189	4	akherfi	akherfi	PROPN
cuesj-535	189	5	,	,	PUNCT
cuesj-535	189	6	m.	m.	NOUN
cuesj-535	189	7	gerndt	gerndt	PROPN
cuesj-535	189	8	and	and	CCONJ
cuesj-535	189	9	h.	h.	PROPN
cuesj-535	189	10	harroud	harroud	PROPN
cuesj-535	189	11	.	.	PUNCT
cuesj-535	190	1	mobile	mobile	ADJ
cuesj-535	190	2	cloud	cloud	PROPN
cuesj-535	190	3	computing	compute	VERB
cuesj-535	190	4	for	for	ADP
cuesj-535	190	5	computation	computation	NOUN
cuesj-535	190	6	offloading	offloading	NOUN
cuesj-535	190	7	:	:	PUNCT
cuesj-535	190	8	issues	issue	NOUN
cuesj-535	190	9	and	and	CCONJ
cuesj-535	190	10	challenges	challenge	NOUN
cuesj-535	190	11	.	.	PUNCT
cuesj-535	191	1	applied	apply	VERB
cuesj-535	191	2	computing	computing	NOUN
cuesj-535	191	3	and	and	CCONJ
cuesj-535	191	4	informatics	informatic	NOUN
cuesj-535	191	5	,	,	PUNCT
cuesj-535	191	6	vol	vol	NOUN
cuesj-535	191	7	.	.	PROPN
cuesj-535	191	8	14	14	NUM
cuesj-535	191	9	,	,	PUNCT
cuesj-535	191	10	pp	pp	ADJ
cuesj-535	191	11	.	.	PUNCT
cuesj-535	192	1	1	1	NUM
cuesj-535	192	2	-	-	SYM
cuesj-535	192	3	16	16	NUM
cuesj-535	192	4	,	,	PUNCT
cuesj-535	192	5	2018	2018	NUM
cuesj-535	192	6	.	.	PUNCT
cuesj-535	193	1	9	9	NUM
cuesj-535	193	2	.	.	X
cuesj-535	193	3	y.	y.	PROPN
cuesj-535	193	4	al	al	PROPN
cuesj-535	193	5	-	-	PUNCT
cuesj-535	193	6	dhuraibi	dhuraibi	PROPN
cuesj-535	193	7	,	,	PUNCT
cuesj-535	193	8	f.	f.	PROPN
cuesj-535	193	9	paraiso	paraiso	PROPN
cuesj-535	193	10	,	,	PUNCT
cuesj-535	193	11	n.	n.	PROPN
cuesj-535	193	12	djarallah	djarallah	VERB
cuesj-535	193	13	and	and	CCONJ
cuesj-535	193	14	p.	p.	NOUN
cuesj-535	193	15	merle	merle	PROPN
cuesj-535	193	16	.	.	PUNCT
cuesj-535	194	1	elasticity	elasticity	NOUN
cuesj-535	194	2	in	in	ADP
cuesj-535	194	3	cloud	cloud	NOUN
cuesj-535	194	4	computing	computing	NOUN
cuesj-535	194	5	:	:	PUNCT
cuesj-535	194	6	state	state	NOUN
cuesj-535	194	7	of	of	ADP
cuesj-535	194	8	the	the	DET
cuesj-535	194	9	art	art	NOUN
cuesj-535	194	10	and	and	CCONJ
cuesj-535	194	11	research	research	NOUN
cuesj-535	194	12	challenges	challenge	NOUN
cuesj-535	194	13	.	.	PUNCT
cuesj-535	195	1	ieee	ieee	NOUN
cuesj-535	195	2	transactions	transaction	NOUN
cuesj-535	195	3	on	on	ADP
cuesj-535	195	4	services	service	NOUN
cuesj-535	195	5	computing	computing	NOUN
cuesj-535	195	6	,	,	PUNCT
cuesj-535	195	7	vol	vol	NOUN
cuesj-535	195	8	.	.	PROPN
cuesj-535	195	9	11	11	NUM
cuesj-535	195	10	,	,	PUNCT
cuesj-535	195	11	pp	pp	ADJ
cuesj-535	195	12	.	.	PUNCT
cuesj-535	196	1	430	430	NUM
cuesj-535	196	2	-	-	SYM
cuesj-535	196	3	447	447	NUM
cuesj-535	196	4	,	,	PUNCT
cuesj-535	196	5	2017	2017	NUM
cuesj-535	196	6	.	.	PUNCT
cuesj-535	197	1	10	10	NUM
cuesj-535	197	2	.	.	PUNCT
cuesj-535	197	3	f.	f.	PROPN
cuesj-535	197	4	shahzad	shahzad	PROPN
cuesj-535	197	5	.	.	PUNCT
cuesj-535	198	1	state	state	NOUN
cuesj-535	198	2	-	-	PUNCT
cuesj-535	198	3	of	of	ADP
cuesj-535	198	4	-	-	PUNCT
cuesj-535	198	5	the	the	DET
cuesj-535	198	6	-	-	PUNCT
cuesj-535	198	7	art	art	NOUN
cuesj-535	198	8	survey	survey	NOUN
cuesj-535	198	9	on	on	ADP
cuesj-535	198	10	cloud	cloud	NOUN
cuesj-535	198	11	computing	compute	VERB
cuesj-535	198	12	security	security	NOUN
cuesj-535	198	13	challenges	challenge	NOUN
cuesj-535	198	14	,	,	PUNCT
cuesj-535	198	15	approaches	approach	NOUN
cuesj-535	198	16	and	and	CCONJ
cuesj-535	198	17	solutions	solution	NOUN
cuesj-535	198	18	.	.	PUNCT
cuesj-535	199	1	procedia	procedia	PROPN
cuesj-535	199	2	computer	computer	NOUN
cuesj-535	199	3	science	science	NOUN
cuesj-535	199	4	,	,	PUNCT
cuesj-535	199	5	vol	vol	NOUN
cuesj-535	199	6	.	.	PROPN
cuesj-535	199	7	37	37	NUM
cuesj-535	199	8	,	,	PUNCT
cuesj-535	199	9	pp	pp	PROPN
cuesj-535	199	10	.	.	PUNCT
cuesj-535	200	1	357	357	NUM
cuesj-535	200	2	-	-	SYM
cuesj-535	200	3	362	362	NUM
cuesj-535	200	4	,	,	PUNCT
cuesj-535	200	5	2014	2014	NUM
cuesj-535	200	6	.	.	PUNCT
cuesj-535	201	1	11	11	NUM
cuesj-535	201	2	.	.	PUNCT
cuesj-535	201	3	j.	j.	PROPN
cuesj-535	201	4	kaur	kaur	PROPN
cuesj-535	201	5	chahal	chahal	PROPN
cuesj-535	201	6	,	,	PUNCT
cuesj-535	201	7	a.	a.	NOUN
cuesj-535	201	8	bhandari	bhandari	NOUN
cuesj-535	201	9	and	and	CCONJ
cuesj-535	201	10	s.	s.	PROPN
cuesj-535	201	11	behal	behal	PROPN
cuesj-535	201	12	.	.	PUNCT
cuesj-535	202	1	distributed	distribute	VERB
cuesj-535	202	2	denial	denial	NOUN
cuesj-535	202	3	of	of	ADP
cuesj-535	202	4	service	service	NOUN
cuesj-535	202	5	attacks	attack	NOUN
cuesj-535	202	6	:	:	PUNCT
cuesj-535	202	7	a	a	DET
cuesj-535	202	8	threat	threat	NOUN
cuesj-535	202	9	or	or	CCONJ
cuesj-535	202	10	challenge	challenge	NOUN
cuesj-535	202	11	.	.	PUNCT
cuesj-535	203	1	new	new	ADJ
cuesj-535	203	2	review	review	NOUN
cuesj-535	203	3	of	of	ADP
cuesj-535	203	4	information	information	NOUN
cuesj-535	203	5	networking	networking	NOUN
cuesj-535	203	6	,	,	PUNCT
cuesj-535	203	7	vol	vol	NOUN
cuesj-535	203	8	.	.	PROPN
cuesj-535	203	9	24	24	NUM
cuesj-535	203	10	,	,	PUNCT
cuesj-535	203	11	pp	pp	ADJ
cuesj-535	203	12	.	.	PUNCT
cuesj-535	204	1	31	31	NUM
cuesj-535	204	2	-	-	SYM
cuesj-535	204	3	103	103	NUM
cuesj-535	204	4	,	,	PUNCT
cuesj-535	204	5	2019	2019	NUM
cuesj-535	204	6	.	.	PUNCT
cuesj-535	205	1	12	12	NUM
cuesj-535	205	2	.	.	PUNCT
cuesj-535	206	1	c.	c.	PROPN
cuesj-535	206	2	rossow	rossow	PROPN
cuesj-535	206	3	,	,	PUNCT
cuesj-535	206	4	d.	d.	PROPN
cuesj-535	206	5	andriesse	andriesse	PROPN
cuesj-535	206	6	,	,	PUNCT
cuesj-535	206	7	t.	t.	PROPN
cuesj-535	206	8	werner	werner	PROPN
cuesj-535	206	9	,	,	PUNCT
cuesj-535	206	10	b.	b.	PROPN
cuesj-535	206	11	stone	stone	PROPN
cuesj-535	206	12	-	-	PUNCT
cuesj-535	206	13	gross	gross	PROPN
cuesj-535	206	14	,	,	PUNCT
cuesj-535	206	15	d.	d.	PROPN
cuesj-535	206	16	plohmann	plohmann	PROPN
cuesj-535	206	17	,	,	PUNCT
cuesj-535	206	18	c.	c.	PROPN
cuesj-535	206	19	j.	j.	PROPN
cuesj-535	206	20	dietrich	dietrich	PROPN
cuesj-535	206	21	and	and	CCONJ
cuesj-535	206	22	bos	bos	PROPN
cuesj-535	206	23	,	,	PUNCT
cuesj-535	206	24	h.	h.	PROPN
cuesj-535	206	25	sok	sok	PROPN
cuesj-535	206	26	:	:	PUNCT
cuesj-535	206	27	p2pwned	p2pwne	VERB
cuesj-535	206	28	-	-	PUNCT
cuesj-535	206	29	modeling	modeling	NOUN
cuesj-535	206	30	and	and	CCONJ
cuesj-535	206	31	evaluating	evaluate	VERB
cuesj-535	206	32	the	the	DET
cuesj-535	206	33	resilience	resilience	NOUN
cuesj-535	206	34	of	of	ADP
cuesj-535	206	35	peer	peer	NOUN
cuesj-535	206	36	-	-	PUNCT
cuesj-535	206	37	to	to	ADP
cuesj-535	206	38	-	-	PUNCT
cuesj-535	206	39	peer	peer	NOUN
cuesj-535	206	40	botnets	botnet	NOUN
cuesj-535	206	41	.	.	PUNCT
cuesj-535	207	1	in	in	ADP
cuesj-535	207	2	:	:	PUNCT
cuesj-535	207	3	2013	2013	NUM
cuesj-535	207	4	ieee	ieee	NOUN
cuesj-535	207	5	symposium	symposium	NOUN
cuesj-535	207	6	on	on	ADP
cuesj-535	207	7	security	security	NOUN
cuesj-535	207	8	and	and	CCONJ
cuesj-535	207	9	privacy	privacy	NOUN
cuesj-535	207	10	,	,	PUNCT
cuesj-535	207	11	pp	pp	PROPN
cuesj-535	207	12	.	.	PUNCT
cuesj-535	208	1	97	97	NUM
cuesj-535	208	2	-	-	SYM
cuesj-535	208	3	111	111	NUM
cuesj-535	208	4	,	,	PUNCT
cuesj-535	208	5	2013	2013	NUM
cuesj-535	208	6	.	.	PUNCT
cuesj-535	209	1	13	13	NUM
cuesj-535	209	2	.	.	PUNCT
cuesj-535	209	3	y.	y.	PROPN
cuesj-535	209	4	s.	s.	PROPN
cuesj-535	209	5	almashhadani	almashhadani	PROPN
cuesj-535	209	6	and	and	CCONJ
cuesj-535	209	7	g.	g.	PROPN
cuesj-535	209	8	a.	a.	PROPN
cuesj-535	209	9	qasmarrogy	qasmarrogy	PROPN
cuesj-535	209	10	.	.	PUNCT
cuesj-535	210	1	ad	ad	NOUN
cuesj-535	210	2	hoc	hoc	X
cuesj-535	210	3	on	on	ADP
cuesj-535	210	4	-	-	PUNCT
cuesj-535	210	5	demand	demand	NOUN
cuesj-535	210	6	distance	distance	NOUN
cuesj-535	210	7	vector	vector	NOUN
cuesj-535	210	8	inherent	inherent	ADJ
cuesj-535	210	9	techniques	technique	NOUN
cuesj-535	210	10	comparison	comparison	NOUN
cuesj-535	210	11	for	for	ADP
cuesj-535	210	12	detecting	detect	VERB
cuesj-535	210	13	and	and	CCONJ
cuesj-535	210	14	eliminating	eliminate	VERB
cuesj-535	210	15	the	the	DET
cuesj-535	210	16	black	black	ADJ
cuesj-535	210	17	hole	hole	NOUN
cuesj-535	210	18	attack	attack	NOUN
cuesj-535	210	19	nodes	node	NOUN
cuesj-535	210	20	in	in	ADP
cuesj-535	210	21	mobile	mobile	ADJ
cuesj-535	210	22	ad	ad	X
cuesj-535	210	23	hoc	hoc	X
cuesj-535	210	24	network	network	NOUN
cuesj-535	210	25	.	.	PUNCT
cuesj-535	211	1	cihan	cihan	VERB
cuesj-535	211	2	university	university	NOUN
cuesj-535	211	3	-	-	PUNCT
cuesj-535	211	4	erbil	erbil	PROPN
cuesj-535	211	5	scientific	scientific	ADJ
cuesj-535	211	6	journal	journal	NOUN
cuesj-535	211	7	,	,	PUNCT
cuesj-535	211	8	vol	vol	NOUN
cuesj-535	211	9	.	.	PROPN
cuesj-535	211	10	4	4	NUM
cuesj-535	211	11	,	,	PUNCT
cuesj-535	211	12	pp	pp	ADJ
cuesj-535	211	13	.	.	PUNCT
cuesj-535	212	1	77	77	NUM
cuesj-535	212	2	-	-	SYM
cuesj-535	212	3	81	81	NUM
cuesj-535	212	4	,	,	PUNCT
cuesj-535	212	5	2020	2020	NUM
cuesj-535	212	6	.	.	PUNCT
cuesj-535	213	1	14	14	NUM
cuesj-535	213	2	.	.	PUNCT
cuesj-535	214	1	y.	y.	PROPN
cuesj-535	214	2	gao	gao	PROPN
cuesj-535	214	3	,	,	PUNCT
cuesj-535	214	4	y.	y.	PROPN
cuesj-535	214	5	ma	ma	PROPN
cuesj-535	214	6	and	and	CCONJ
cuesj-535	214	7	d.	d.	PROPN
cuesj-535	214	8	li	li	PROPN
cuesj-535	214	9	.	.	PROPN
cuesj-535	214	10	anomaly	anomaly	PROPN
cuesj-535	214	11	detection	detection	NOUN
cuesj-535	214	12	of	of	ADP
cuesj-535	214	13	malicious	malicious	ADJ
cuesj-535	214	14	users	user	NOUN
cuesj-535	214	15	’	'	PUNCT
cuesj-535	214	16	behaviors	behavior	NOUN
cuesj-535	214	17	for	for	ADP
cuesj-535	214	18	web	web	NOUN
cuesj-535	214	19	applications	application	NOUN
cuesj-535	214	20	based	base	VERB
cuesj-535	214	21	on	on	ADP
cuesj-535	214	22	web	web	NOUN
cuesj-535	214	23	logs	log	NOUN
cuesj-535	214	24	.	.	PUNCT
cuesj-535	215	1	in	in	ADP
cuesj-535	215	2	:	:	PUNCT
cuesj-535	215	3	2017	2017	NUM
cuesj-535	215	4	ieee	ieee	NOUN
cuesj-535	215	5	17th	17th	ADJ
cuesj-535	215	6	international	international	ADJ
cuesj-535	215	7	conference	conference	NOUN
cuesj-535	215	8	on	on	ADP
cuesj-535	215	9	communication	communication	NOUN
cuesj-535	215	10	technology	technology	NOUN
cuesj-535	215	11	(	(	PUNCT
cuesj-535	215	12	icct	icct	NOUN
cuesj-535	215	13	)	)	PUNCT
cuesj-535	215	14	,	,	PUNCT
cuesj-535	215	15	pp	pp	ADJ
cuesj-535	215	16	.	.	PUNCT
cuesj-535	215	17	1352	1352	NUM
cuesj-535	215	18	-	-	SYM
cuesj-535	215	19	1355	1355	NUM
cuesj-535	215	20	,	,	PUNCT
cuesj-535	215	21	2017	2017	NUM
cuesj-535	215	22	.	.	PUNCT
cuesj-535	215	23	15	15	NUM
cuesj-535	215	24	.	.	PUNCT
cuesj-535	216	1	p.	p.	PROPN
cuesj-535	216	2	narang	narang	PROPN
cuesj-535	216	3	,	,	PUNCT
cuesj-535	216	4	s.	s.	PROPN
cuesj-535	216	5	ray	ray	PROPN
cuesj-535	216	6	,	,	PUNCT
cuesj-535	216	7	c.	c.	PROPN
cuesj-535	216	8	hota	hota	PROPN
cuesj-535	216	9	and	and	CCONJ
cuesj-535	216	10	v.	v.	ADP
cuesj-535	216	11	venkatakrishnan	venkatakrishnan	NOUN
cuesj-535	216	12	.	.	PUNCT
cuesj-535	217	1	peershark	peershark	NOUN
cuesj-535	217	2	:	:	PUNCT
cuesj-535	217	3	detecting	detect	VERB
cuesj-535	217	4	peer	peer	NOUN
cuesj-535	217	5	-	-	PUNCT
cuesj-535	217	6	to	to	ADP
cuesj-535	217	7	-	-	PUNCT
cuesj-535	217	8	peer	peer	NOUN
cuesj-535	217	9	botnets	botnet	NOUN
cuesj-535	217	10	by	by	ADP
cuesj-535	217	11	tracking	track	VERB
cuesj-535	217	12	conversations	conversation	NOUN
cuesj-535	217	13	.	.	PUNCT
cuesj-535	218	1	in	in	ADP
cuesj-535	218	2	:	:	PUNCT
cuesj-535	218	3	2014	2014	NUM
cuesj-535	218	4	ieee	ieee	NOUN
cuesj-535	218	5	security	security	NOUN
cuesj-535	218	6	and	and	CCONJ
cuesj-535	218	7	privacy	privacy	NOUN
cuesj-535	218	8	workshops	workshop	NOUN
cuesj-535	218	9	,	,	PUNCT
cuesj-535	218	10	pp	pp	ADJ
cuesj-535	218	11	.	.	PUNCT
cuesj-535	218	12	108	108	NUM
cuesj-535	218	13	-	-	SYM
cuesj-535	218	14	115	115	NUM
cuesj-535	218	15	,	,	PUNCT
cuesj-535	218	16	2014	2014	NUM
cuesj-535	218	17	.	.	PUNCT
cuesj-535	219	1	16	16	NUM
cuesj-535	219	2	.	.	PUNCT
cuesj-535	220	1	v.	v.	ADP
cuesj-535	220	2	hamon	hamon	NOUN
cuesj-535	220	3	.	.	PUNCT
cuesj-535	221	1	android	android	PROPN
cuesj-535	221	2	botnets	botnet	NOUN
cuesj-535	221	3	for	for	ADP
cuesj-535	221	4	multi	multi	ADJ
cuesj-535	221	5	-	-	ADJ
cuesj-535	221	6	targeted	targeted	ADJ
cuesj-535	221	7	attacks	attack	NOUN
cuesj-535	221	8	.	.	PUNCT
cuesj-535	222	1	journal	journal	NOUN
cuesj-535	222	2	of	of	ADP
cuesj-535	222	3	computer	computer	NOUN
cuesj-535	222	4	virology	virology	NOUN
cuesj-535	222	5	and	and	CCONJ
cuesj-535	222	6	hacking	hack	VERB
cuesj-535	222	7	techniques	technique	NOUN
cuesj-535	222	8	,	,	PUNCT
cuesj-535	222	9	vol	vol	NOUN
cuesj-535	222	10	.	.	PROPN
cuesj-535	222	11	11	11	NUM
cuesj-535	222	12	,	,	PUNCT
cuesj-535	222	13	pp	pp	ADJ
cuesj-535	222	14	.	.	PUNCT
cuesj-535	223	1	193	193	NUM
cuesj-535	223	2	-	-	SYM
cuesj-535	223	3	202	202	NUM
cuesj-535	223	4	,	,	PUNCT
cuesj-535	223	5	2015	2015	NUM
cuesj-535	223	6	.	.	PUNCT
cuesj-535	224	1	17	17	NUM
cuesj-535	224	2	.	.	PUNCT
cuesj-535	224	3	d.	d.	PROPN
cuesj-535	224	4	zhuang	zhuang	PROPN
cuesj-535	224	5	and	and	CCONJ
cuesj-535	224	6	j.	j.	PROPN
cuesj-535	224	7	m.	m.	PROPN
cuesj-535	224	8	chang	chang	PROPN
cuesj-535	224	9	.	.	PUNCT
cuesj-535	225	1	enhanced	enhance	VERB
cuesj-535	225	2	peerhunter	peerhunter	ADV
cuesj-535	225	3	:	:	PUNCT
cuesj-535	225	4	detecting	detect	VERB
cuesj-535	225	5	peer	peer	NOUN
cuesj-535	225	6	-	-	PUNCT
cuesj-535	225	7	to	to	ADP
cuesj-535	225	8	-	-	PUNCT
cuesj-535	225	9	peer	peer	NOUN
cuesj-535	225	10	botnets	botnet	NOUN
cuesj-535	225	11	through	through	ADP
cuesj-535	225	12	network	network	NOUN
cuesj-535	225	13	-	-	PUNCT
cuesj-535	225	14	flow	flow	NOUN
cuesj-535	225	15	level	level	NOUN
cuesj-535	225	16	community	community	NOUN
cuesj-535	225	17	behavior	behavior	NOUN
cuesj-535	225	18	analysis	analysis	NOUN
cuesj-535	225	19	.	.	PUNCT
cuesj-535	226	1	ieee	ieee	NOUN
cuesj-535	226	2	transactions	transaction	NOUN
cuesj-535	226	3	on	on	ADP
cuesj-535	226	4	information	information	NOUN
cuesj-535	226	5	forensics	forensic	NOUN
cuesj-535	226	6	and	and	CCONJ
cuesj-535	226	7	security	security	NOUN
cuesj-535	226	8	,	,	PUNCT
cuesj-535	226	9	vol	vol	NOUN
cuesj-535	226	10	.	.	PROPN
cuesj-535	226	11	14	14	NUM
cuesj-535	226	12	,	,	PUNCT
cuesj-535	226	13	pp	pp	ADJ
cuesj-535	226	14	.	.	PUNCT
cuesj-535	226	15	1485	1485	NUM
cuesj-535	226	16	-	-	SYM
cuesj-535	226	17	1500	1500	NUM
cuesj-535	226	18	,	,	PUNCT
cuesj-535	226	19	2018	2018	NUM
cuesj-535	226	20	.	.	PUNCT
cuesj-535	227	1	18	18	NUM
cuesj-535	227	2	.	.	PUNCT
cuesj-535	227	3	q.	q.	PROPN
cuesj-535	227	4	yan	yan	PROPN
cuesj-535	227	5	,	,	PUNCT
cuesj-535	227	6	y.	y.	PROPN
cuesj-535	227	7	zheng	zheng	PROPN
cuesj-535	227	8	,	,	PUNCT
cuesj-535	227	9	t.	t.	PROPN
cuesj-535	227	10	jiang	jiang	PROPN
cuesj-535	227	11	,	,	PUNCT
cuesj-535	227	12	w.	w.	PROPN
cuesj-535	227	13	lou	lou	PROPN
cuesj-535	227	14	and	and	CCONJ
cuesj-535	227	15	y.	y.	PROPN
cuesj-535	227	16	t.	t.	PROPN
cuesj-535	227	17	hou	hou	PROPN
cuesj-535	227	18	.	.	PUNCT
cuesj-535	228	1	peerclean	peerclean	NOUN
cuesj-535	228	2	:	:	PUNCT
cuesj-535	228	3	unveiling	unveil	VERB
cuesj-535	228	4	peer	peer	NOUN
cuesj-535	228	5	-	-	PUNCT
cuesj-535	228	6	to	to	ADP
cuesj-535	228	7	-	-	PUNCT
cuesj-535	228	8	peer	peer	NOUN
cuesj-535	228	9	botnets	botnet	NOUN
cuesj-535	228	10	through	through	ADP
cuesj-535	228	11	dynamic	dynamic	ADJ
cuesj-535	228	12	group	group	NOUN
cuesj-535	228	13	behavior	behavior	NOUN
cuesj-535	228	14	analysis	analysis	NOUN
cuesj-535	228	15	.	.	PUNCT
cuesj-535	229	1	in	in	ADP
cuesj-535	229	2	:	:	PUNCT
cuesj-535	229	3	2015	2015	NUM
cuesj-535	229	4	ieee	ieee	NOUN
cuesj-535	229	5	conference	conference	NOUN
cuesj-535	229	6	on	on	ADP
cuesj-535	229	7	computer	computer	NOUN
cuesj-535	229	8	communications	communication	NOUN
cuesj-535	229	9	(	(	PUNCT
cuesj-535	229	10	infocom	infocom	NOUN
cuesj-535	229	11	)	)	PUNCT
cuesj-535	229	12	,	,	PUNCT
cuesj-535	229	13	pp	pp	PROPN
cuesj-535	229	14	.	.	PUNCT
cuesj-535	229	15	316	316	NUM
cuesj-535	229	16	-	-	SYM
cuesj-535	229	17	324	324	NUM
cuesj-535	229	18	,	,	PUNCT
cuesj-535	229	19	2015	2015	NUM
cuesj-535	229	20	.	.	PUNCT
cuesj-535	230	1	19	19	NUM
cuesj-535	230	2	.	.	PUNCT
cuesj-535	230	3	q.	q.	PROPN
cuesj-535	230	4	shafi	shafi	PROPN
cuesj-535	230	5	and	and	CCONJ
cuesj-535	230	6	a.	a.	NOUN
cuesj-535	230	7	basit	basit	PROPN
cuesj-535	230	8	.	.	PUNCT
cuesj-535	231	1	ddos	ddos	PROPN
cuesj-535	231	2	botnet	botnet	NOUN
cuesj-535	231	3	prevention	prevention	NOUN
cuesj-535	231	4	using	use	VERB
cuesj-535	231	5	blockchain	blockchain	PROPN
cuesj-535	231	6	in	in	ADP
cuesj-535	231	7	software	software	NOUN
cuesj-535	231	8	defined	define	VERB
cuesj-535	231	9	internet	internet	NOUN
cuesj-535	231	10	of	of	ADP
cuesj-535	231	11	things	thing	NOUN
cuesj-535	231	12	.	.	PUNCT
cuesj-535	232	1	in	in	ADP
cuesj-535	232	2	:	:	PUNCT
cuesj-535	232	3	2019	2019	NUM
cuesj-535	232	4	16th	16th	ADJ
cuesj-535	232	5	international	international	ADJ
cuesj-535	232	6	bhurban	bhurban	ADJ
cuesj-535	232	7	conference	conference	NOUN
cuesj-535	232	8	on	on	ADP
cuesj-535	232	9	applied	apply	VERB
cuesj-535	232	10	sciences	science	NOUN
cuesj-535	232	11	and	and	CCONJ
cuesj-535	232	12	technology	technology	NOUN
cuesj-535	232	13	(	(	PUNCT
cuesj-535	232	14	ibcast	ibcast	NOUN
cuesj-535	232	15	)	)	PUNCT
cuesj-535	232	16	,	,	PUNCT
cuesj-535	232	17	pp	pp	PROPN
cuesj-535	232	18	.	.	PUNCT
cuesj-535	233	1	624	624	NUM
cuesj-535	233	2	-	-	SYM
cuesj-535	233	3	628	628	NUM
cuesj-535	233	4	,	,	PUNCT
cuesj-535	233	5	2019	2019	NUM
cuesj-535	233	6	.	.	PUNCT
cuesj-535	234	1	20	20	NUM
cuesj-535	234	2	.	.	PUNCT
cuesj-535	234	3	i.	i.	PROPN
cuesj-535	234	4	t.	t.	PROPN
cuesj-535	234	5	aziz	aziz	PROPN
cuesj-535	234	6	,	,	PUNCT
cuesj-535	234	7	h.	h.	PROPN
cuesj-535	234	8	jin	jin	PROPN
cuesj-535	234	9	,	,	PUNCT
cuesj-535	234	10	i.	i.	PROPN
cuesj-535	234	11	h.	h.	PROPN
cuesj-535	234	12	abdulqadder	abdulqadder	PROPN
cuesj-535	234	13	,	,	PUNCT
cuesj-535	234	14	z.	z.	PROPN
cuesj-535	234	15	a.	a.	PROPN
cuesj-535	234	16	hussien	hussien	PROPN
cuesj-535	234	17	,	,	PUNCT
cuesj-535	234	18	z.	z.	PROPN
cuesj-535	234	19	a.	a.	PROPN
cuesj-535	234	20	abduljabbar	abduljabbar	PROPN
cuesj-535	234	21	and	and	CCONJ
cuesj-535	234	22	f.	f.	PROPN
cuesj-535	234	23	m.	m.	PROPN
cuesj-535	234	24	flaih	flaih	PROPN
cuesj-535	234	25	.	.	PUNCT
cuesj-535	235	1	a	a	DET
cuesj-535	235	2	lightweight	lightweight	ADJ
cuesj-535	235	3	scheme	scheme	NOUN
cuesj-535	235	4	to	to	PART
cuesj-535	235	5	authenticate	authenticate	VERB
cuesj-535	235	6	and	and	CCONJ
cuesj-535	235	7	secure	secure	VERB
cuesj-535	235	8	the	the	DET
cuesj-535	235	9	communication	communication	NOUN
cuesj-535	235	10	in	in	ADP
cuesj-535	235	11	smart	smart	ADJ
cuesj-535	235	12	grids	grid	NOUN
cuesj-535	235	13	.	.	PUNCT
cuesj-535	236	1	applied	apply	VERB
cuesj-535	236	2	sciences	science	NOUN
cuesj-535	236	3	,	,	PUNCT
cuesj-535	236	4	vol	vol	NOUN
cuesj-535	236	5	.	.	NOUN
cuesj-535	236	6	8	8	NUM
cuesj-535	236	7	,	,	PUNCT
cuesj-535	236	8	p.	p.	NOUN
cuesj-535	236	9	1508	1508	NUM
cuesj-535	236	10	,	,	PUNCT
cuesj-535	236	11	2018	2018	NUM
cuesj-535	236	12	.	.	PUNCT
cuesj-535	237	1	21	21	NUM
cuesj-535	237	2	.	.	PUNCT
cuesj-535	237	3	team	team	NOUN
cuesj-535	237	4	cymru	cymru	PROPN
cuesj-535	237	5	.	.	PUNCT
cuesj-535	238	1	team	team	NOUN
cuesj-535	238	2	cymru	cymru	PROPN
cuesj-535	238	3	services	services	PROPN
cuesj-535	238	4	.	.	PUNCT
cuesj-535	239	1	united	united	PROPN
cuesj-535	239	2	states	states	PROPN
cuesj-535	239	3	:	:	PUNCT
cuesj-535	239	4	team	team	NOUN
cuesj-535	239	5	cymru	cymru	PROPN
cuesj-535	239	6	,	,	PUNCT
cuesj-535	239	7	2018	2018	NUM
cuesj-535	239	8	.	.	PUNCT
cuesj-535	240	1	22	22	NUM
cuesj-535	240	2	.	.	PUNCT
cuesj-535	240	3	a.	a.	PROPN
cuesj-535	240	4	karim	karim	PROPN
cuesj-535	240	5	,	,	PUNCT
cuesj-535	240	6	s.	s.	PROPN
cuesj-535	240	7	a.	a.	PROPN
cuesj-535	240	8	a.	a.	PROPN
cuesj-535	240	9	shah	shah	PROPN
cuesj-535	240	10	and	and	CCONJ
cuesj-535	240	11	r.	r.	PROPN
cuesj-535	240	12	salleh	salleh	PROPN
cuesj-535	240	13	.	.	PUNCT
cuesj-535	241	1	mobile	mobile	ADJ
cuesj-535	241	2	botnet	botnet	NOUN
cuesj-535	241	3	attacks	attack	NOUN
cuesj-535	241	4	:	:	PUNCT
cuesj-535	241	5	a	a	DET
cuesj-535	241	6	thematic	thematic	ADJ
cuesj-535	241	7	taxonomy	taxonomy	NOUN
cuesj-535	241	8	.	.	PUNCT
cuesj-535	242	1	in	in	ADP
cuesj-535	242	2	:	:	PUNCT
cuesj-535	242	3	new	new	ADJ
cuesj-535	242	4	perspectives	perspective	NOUN
cuesj-535	242	5	in	in	ADP
cuesj-535	242	6	information	information	NOUN
cuesj-535	242	7	systems	system	NOUN
cuesj-535	242	8	and	and	CCONJ
cuesj-535	242	9	technologies	technology	NOUN
cuesj-535	242	10	.	.	PUNCT
cuesj-535	243	1	vol	vol	NOUN
cuesj-535	243	2	.	.	PROPN
cuesj-535	244	1	2	2	NUM
cuesj-535	244	2	.	.	X
cuesj-535	244	3	berlin	berlin	PROPN
cuesj-535	244	4	,	,	PUNCT
cuesj-535	244	5	germany	germany	PROPN
cuesj-535	244	6	:	:	PUNCT
cuesj-535	244	7	springer	springer	NOUN
cuesj-535	244	8	,	,	PUNCT
cuesj-535	244	9	pp	pp	PROPN
cuesj-535	244	10	.	.	PUNCT
cuesj-535	245	1	153	153	NUM
cuesj-535	245	2	-	-	SYM
cuesj-535	245	3	164	164	NUM
cuesj-535	245	4	,	,	PUNCT
cuesj-535	245	5	2014	2014	NUM
cuesj-535	245	6	.	.	PUNCT
cuesj-535	246	1	23	23	NUM
cuesj-535	246	2	.	.	PUNCT
cuesj-535	247	1	a.	a.	NOUN
cuesj-535	247	2	houmansadr	houmansadr	PROPN
cuesj-535	247	3	and	and	CCONJ
cuesj-535	247	4	n.	n.	PROPN
cuesj-535	247	5	borisov	borisov	PROPN
cuesj-535	247	6	.	.	PUNCT
cuesj-535	248	1	botmosaic	botmosaic	ADJ
cuesj-535	248	2	:	:	PUNCT
cuesj-535	248	3	collaborative	collaborative	ADJ
cuesj-535	248	4	network	network	NOUN
cuesj-535	248	5	watermark	watermark	NOUN
cuesj-535	248	6	for	for	ADP
cuesj-535	248	7	the	the	DET
cuesj-535	248	8	detection	detection	NOUN
cuesj-535	248	9	of	of	ADP
cuesj-535	248	10	irc	irc	NOUN
cuesj-535	248	11	-	-	PUNCT
cuesj-535	248	12	based	base	VERB
cuesj-535	248	13	botnets	botnet	NOUN
cuesj-535	248	14	.	.	PUNCT
cuesj-535	249	1	journal	journal	NOUN
cuesj-535	249	2	of	of	ADP
cuesj-535	249	3	systems	system	NOUN
cuesj-535	249	4	and	and	CCONJ
cuesj-535	249	5	software	software	NOUN
cuesj-535	249	6	,	,	PUNCT
cuesj-535	249	7	vol	vol	NOUN
cuesj-535	249	8	.	.	PROPN
cuesj-535	249	9	86	86	NUM
cuesj-535	249	10	,	,	PUNCT
cuesj-535	249	11	pp	pp	ADJ
cuesj-535	249	12	.	.	PUNCT
cuesj-535	250	1	707	707	NUM
cuesj-535	250	2	-	-	SYM
cuesj-535	250	3	715	715	NUM
cuesj-535	250	4	,	,	PUNCT
cuesj-535	250	5	2013	2013	NUM
cuesj-535	250	6	.	.	PUNCT
cuesj-535	251	1	24	24	NUM
cuesj-535	251	2	.	.	PUNCT
cuesj-535	251	3	i.	i.	PROPN
cuesj-535	251	4	t.	t.	PROPN
cuesj-535	251	5	aziz	aziz	PROPN
cuesj-535	251	6	,	,	PUNCT
cuesj-535	251	7	h.	h.	PROPN
cuesj-535	251	8	jin	jin	PROPN
cuesj-535	251	9	,	,	PUNCT
cuesj-535	251	10	i.	i.	PROPN
cuesj-535	251	11	h.	h.	PROPN
cuesj-535	251	12	abdulqadder	abdulqadder	PROPN
cuesj-535	251	13	,	,	PUNCT
cuesj-535	251	14	s.	s.	PROPN
cuesj-535	251	15	m.	m.	PROPN
cuesj-535	251	16	alturfi	alturfi	PROPN
cuesj-535	251	17	,	,	PUNCT
cuesj-535	251	18	w.	w.	PROPN
cuesj-535	251	19	h.	h.	PROPN
cuesj-535	251	20	alobaidi	alobaidi	PROPN
cuesj-535	251	21	and	and	CCONJ
cuesj-535	251	22	f.	f.	PROPN
cuesj-535	251	23	m.	m.	PROPN
cuesj-535	251	24	flaih	flaih	PROPN
cuesj-535	251	25	.	.	PUNCT
cuesj-535	252	1	t2s2	t2s2	NOUN
cuesj-535	252	2	g	g	NOUN
cuesj-535	252	3	:	:	PUNCT
cuesj-535	252	4	a	a	DET
cuesj-535	252	5	novel	novel	ADJ
cuesj-535	252	6	two	two	NUM
cuesj-535	252	7	-	-	PUNCT
cuesj-535	252	8	tier	tier	NOUN
cuesj-535	252	9	secure	secure	ADJ
cuesj-535	252	10	smart	smart	ADJ
cuesj-535	252	11	grid	grid	NOUN
cuesj-535	252	12	architecture	architecture	NOUN
cuesj-535	252	13	to	to	PART
cuesj-535	252	14	protect	protect	VERB
cuesj-535	252	15	network	network	NOUN
cuesj-535	252	16	measurements	measurement	NOUN
cuesj-535	252	17	.	.	PUNCT
cuesj-535	253	1	energies	energy	NOUN
cuesj-535	253	2	,	,	PUNCT
cuesj-535	253	3	vol	vol	NOUN
cuesj-535	253	4	.	.	PROPN
cuesj-535	253	5	12	12	NUM
cuesj-535	253	6	,	,	PUNCT
cuesj-535	253	7	p.	p.	NOUN
cuesj-535	253	8	2555	2555	NUM
cuesj-535	253	9	,	,	PUNCT
cuesj-535	253	10	2019	2019	NUM
cuesj-535	253	11	.	.	PUNCT
cuesj-535	254	1	25	25	NUM
cuesj-535	254	2	.	.	PUNCT
cuesj-535	254	3	s.	s.	PROPN
cuesj-535	254	4	hosseini	hosseini	PROPN
cuesj-535	254	5	,	,	PUNCT
cuesj-535	254	6	a.	a.	PROPN
cuesj-535	254	7	e.	e.	PROPN
cuesj-535	254	8	nezhad	nezhad	PROPN
cuesj-535	254	9	and	and	CCONJ
cuesj-535	254	10	h.	h.	PROPN
cuesj-535	254	11	seilani	seilani	PROPN
cuesj-535	254	12	.	.	PUNCT
cuesj-535	255	1	botnet	botnet	NOUN
cuesj-535	255	2	detection	detection	NOUN
cuesj-535	255	3	using	use	VERB
cuesj-535	255	4	negative	negative	ADJ
cuesj-535	255	5	selection	selection	NOUN
cuesj-535	255	6	algorithm	algorithm	NOUN
cuesj-535	255	7	,	,	PUNCT
cuesj-535	255	8	convolution	convolution	NOUN
cuesj-535	255	9	neural	neural	ADJ
cuesj-535	255	10	network	network	NOUN
cuesj-535	255	11	and	and	CCONJ
cuesj-535	255	12	classification	classification	NOUN
cuesj-535	255	13	methods	method	NOUN
cuesj-535	255	14	.	.	PUNCT
cuesj-535	256	1	evolving	evolve	VERB
cuesj-535	256	2	systems	system	NOUN
cuesj-535	256	3	,	,	PUNCT
cuesj-535	256	4	vol	vol	NOUN
cuesj-535	256	5	.	.	PROPN
cuesj-535	256	6	13	13	NUM
cuesj-535	256	7	,	,	PUNCT
cuesj-535	256	8	pp	pp	ADJ
cuesj-535	256	9	.	.	PUNCT
cuesj-535	257	1	1	1	NUM
cuesj-535	257	2	-	-	SYM
cuesj-535	257	3	15	15	NUM
cuesj-535	257	4	,	,	PUNCT
cuesj-535	257	5	2021	2021	NUM
cuesj-535	257	6	.	.	PUNCT
cuesj-535	258	1	26	26	NUM
cuesj-535	258	2	.	.	PUNCT
cuesj-535	259	1	j.	j.	PROPN
cuesj-535	259	2	m.	m.	PROPN
cuesj-535	259	3	cruz	cruz	PROPN
cuesj-535	259	4	,	,	PUNCT
cuesj-535	259	5	j.	j.	PROPN
cuesj-535	259	6	p.	p.	PROPN
cuesj-535	259	7	dias	dias	PROPN
cuesj-535	259	8	and	and	CCONJ
cuesj-535	259	9	j.	j.	PROPN
cuesj-535	259	10	p.	p.	PROPN
cuesj-535	259	11	pinto	pinto	PROPN
cuesj-535	259	12	.	.	PUNCT
cuesj-535	260	1	a	a	DET
cuesj-535	260	2	hands	hand	NOUN
cuesj-535	260	3	-	-	PUNCT
cuesj-535	260	4	on	on	ADP
cuesj-535	260	5	approach	approach	NOUN
cuesj-535	260	6	on	on	ADP
cuesj-535	260	7	botnets	botnet	NOUN
cuesj-535	260	8	for	for	ADP
cuesj-535	260	9	behavior	behavior	NOUN
cuesj-535	260	10	exploration	exploration	NOUN
cuesj-535	260	11	.	.	PUNCT
cuesj-535	261	1	in	in	ADP
cuesj-535	261	2	:	:	PUNCT
cuesj-535	261	3	proceedings	proceeding	NOUN
cuesj-535	261	4	of	of	ADP
cuesj-535	261	5	the	the	DET
cuesj-535	261	6	2nd	2nd	ADJ
cuesj-535	261	7	international	international	ADJ
cuesj-535	261	8	conference	conference	NOUN
cuesj-535	261	9	on	on	ADP
cuesj-535	261	10	internet	internet	NOUN
cuesj-535	261	11	of	of	ADP
cuesj-535	261	12	things	thing	NOUN
cuesj-535	261	13	,	,	PUNCT
cuesj-535	261	14	big	big	ADJ
cuesj-535	261	15	data	datum	NOUN
cuesj-535	261	16	and	and	CCONJ
cuesj-535	261	17	security	security	NOUN
cuesj-535	261	18	,	,	PUNCT
cuesj-535	261	19	2017	2017	NUM
cuesj-535	261	20	.	.	PUNCT
cuesj-535	262	1	27	27	NUM
cuesj-535	262	2	.	.	PUNCT
cuesj-535	263	1	m.	m.	NOUN
cuesj-535	263	2	aresu	aresu	PROPN
cuesj-535	263	3	,	,	PUNCT
cuesj-535	263	4	d.	d.	PROPN
cuesj-535	263	5	ariu	ariu	PROPN
cuesj-535	263	6	,	,	PUNCT
cuesj-535	263	7	m.	m.	PROPN
cuesj-535	263	8	ahmadi	ahmadi	PROPN
cuesj-535	263	9	,	,	PUNCT
cuesj-535	263	10	d.	d.	PROPN
cuesj-535	263	11	maiorca	maiorca	PROPN
cuesj-535	263	12	and	and	CCONJ
cuesj-535	263	13	g.	g.	PROPN
cuesj-535	263	14	giacinto	giacinto	PROPN
cuesj-535	263	15	.	.	PUNCT
cuesj-535	264	1	clustering	cluster	VERB
cuesj-535	264	2	android	android	PROPN
cuesj-535	264	3	malware	malware	NOUN
cuesj-535	264	4	families	family	NOUN
cuesj-535	264	5	by	by	ADP
cuesj-535	264	6	http	http	ADJ
cuesj-535	264	7	traffic	traffic	NOUN
cuesj-535	264	8	.	.	PUNCT
cuesj-535	265	1	in	in	ADP
cuesj-535	265	2	:	:	PUNCT
cuesj-535	265	3	2015	2015	NUM
cuesj-535	265	4	10th	10th	ADJ
cuesj-535	265	5	international	international	ADJ
cuesj-535	265	6	conference	conference	NOUN
cuesj-535	265	7	on	on	ADP
cuesj-535	265	8	malicious	malicious	ADJ
cuesj-535	265	9	and	and	CCONJ
cuesj-535	265	10	unwanted	unwanted	ADJ
cuesj-535	265	11	software	software	NOUN
cuesj-535	265	12	(	(	PUNCT
cuesj-535	265	13	malware	malware	NOUN
cuesj-535	265	14	)	)	PUNCT
cuesj-535	265	15	,	,	PUNCT
cuesj-535	265	16	pp	pp	PROPN
cuesj-535	265	17	.	.	PUNCT
cuesj-535	265	18	128	128	NUM
cuesj-535	265	19	-	-	SYM
cuesj-535	265	20	135	135	NUM
cuesj-535	265	21	,	,	PUNCT
cuesj-535	265	22	2015	2015	NUM
cuesj-535	265	23	.	.	PUNCT
cuesj-535	265	24	28	28	NUM
cuesj-535	265	25	.	.	PUNCT
cuesj-535	266	1	p.	p.	NOUN
cuesj-535	266	2	wainwright	wainwright	PROPN
cuesj-535	267	1	and	and	CCONJ
cuesj-535	267	2	h.	h.	PROPN
cuesj-535	267	3	kettani	kettani	PROPN
cuesj-535	267	4	.	.	PUNCT
cuesj-535	268	1	an	an	DET
cuesj-535	268	2	analysis	analysis	NOUN
cuesj-535	268	3	of	of	ADP
cuesj-535	268	4	botnet	botnet	NOUN
cuesj-535	268	5	models	model	NOUN
cuesj-535	268	6	.	.	PUNCT
cuesj-535	269	1	in	in	ADP
cuesj-535	269	2	:	:	PUNCT
cuesj-535	269	3	proceedings	proceeding	NOUN
cuesj-535	269	4	of	of	ADP
cuesj-535	269	5	the	the	DET
cuesj-535	269	6	2019	2019	NUM
cuesj-535	269	7	3rd	3rd	ADJ
cuesj-535	269	8	international	international	ADJ
cuesj-535	269	9	conference	conference	NOUN
cuesj-535	269	10	on	on	ADP
cuesj-535	269	11	compute	compute	NOUN
cuesj-535	269	12	and	and	CCONJ
cuesj-535	269	13	data	datum	NOUN
cuesj-535	269	14	analysis	analysis	NOUN
cuesj-535	269	15	,	,	PUNCT
cuesj-535	269	16	pp	pp	ADP
cuesj-535	269	17	.	.	PUNCT
cuesj-535	270	1	116	116	NUM
cuesj-535	270	2	-	-	SYM
cuesj-535	270	3	121	121	NUM
cuesj-535	270	4	,	,	PUNCT
cuesj-535	270	5	2019	2019	NUM
cuesj-535	270	6	.	.	PUNCT
cuesj-535	271	1	29	29	NUM
cuesj-535	271	2	.	.	PUNCT
cuesj-535	271	3	a.	a.	NOUN
cuesj-535	271	4	zarras	zarras	PROPN
cuesj-535	271	5	,	,	PUNCT
cuesj-535	271	6	a.	a.	NOUN
cuesj-535	271	7	papadogiannakis	papadogiannakis	PROPN
cuesj-535	271	8	,	,	PUNCT
cuesj-535	271	9	r.	r.	PROPN
cuesj-535	271	10	gawlik	gawlik	PROPN
cuesj-535	271	11	and	and	CCONJ
cuesj-535	271	12	t.	t.	PROPN
cuesj-535	271	13	holz	holz	PROPN
cuesj-535	271	14	.	.	PUNCT
cuesj-535	272	1	automated	automate	VERB
cuesj-535	272	2	generation	generation	NOUN
cuesj-535	272	3	of	of	ADP
cuesj-535	272	4	models	model	NOUN
cuesj-535	272	5	for	for	ADP
cuesj-535	272	6	fast	fast	ADJ
cuesj-535	272	7	and	and	CCONJ
cuesj-535	272	8	precise	precise	ADJ
cuesj-535	272	9	detection	detection	NOUN
cuesj-535	272	10	of	of	ADP
cuesj-535	272	11	httpbased	httpbased	ADJ
cuesj-535	272	12	malware	malware	NOUN
cuesj-535	272	13	.	.	PUNCT
cuesj-535	273	1	in	in	ADP
cuesj-535	273	2	:	:	PUNCT
cuesj-535	273	3	2014	2014	NUM
cuesj-535	273	4	twelfth	twelfth	ADJ
cuesj-535	273	5	annual	annual	ADJ
cuesj-535	273	6	international	international	ADJ
cuesj-535	273	7	conference	conference	NOUN
cuesj-535	273	8	on	on	ADP
cuesj-535	273	9	privacy	privacy	NOUN
cuesj-535	273	10	,	,	PUNCT
cuesj-535	273	11	security	security	NOUN
cuesj-535	273	12	and	and	CCONJ
cuesj-535	273	13	trust	trust	NOUN
cuesj-535	273	14	,	,	PUNCT
cuesj-535	273	15	pp	pp	ADJ
cuesj-535	273	16	.	.	PUNCT
cuesj-535	274	1	249	249	NUM
cuesj-535	274	2	-	-	SYM
cuesj-535	274	3	256	256	NUM
cuesj-535	274	4	,	,	PUNCT
cuesj-535	274	5	2014	2014	NUM
cuesj-535	274	6	.	.	PUNCT
cuesj-535	275	1	30	30	NUM
cuesj-535	275	2	.	.	PUNCT
cuesj-535	276	1	f.	f.	PROPN
cuesj-535	276	2	haddadi	haddadi	PROPN
cuesj-535	276	3	,	,	PUNCT
cuesj-535	276	4	j.	j.	PROPN
cuesj-535	276	5	morgan	morgan	PROPN
cuesj-535	276	6	,	,	PUNCT
cuesj-535	276	7	e.	e.	PROPN
cuesj-535	276	8	gomes	gomes	PROPN
cuesj-535	276	9	filho	filho	PROPN
cuesj-535	276	10	and	and	CCONJ
cuesj-535	276	11	a.	a.	NOUN
cuesj-535	276	12	n.	n.	PROPN
cuesj-535	276	13	zincir	zincir	PROPN
cuesj-535	276	14	-	-	PUNCT
cuesj-535	276	15	heywood	heywood	PROPN
cuesj-535	276	16	.	.	PUNCT
cuesj-535	277	1	botnet	botnet	NOUN
cuesj-535	277	2	behaviour	behaviour	NOUN
cuesj-535	277	3	analysis	analysis	NOUN
cuesj-535	277	4	using	use	VERB
cuesj-535	277	5	ip	ip	DET
cuesj-535	277	6	flows	flow	NOUN
cuesj-535	277	7	:	:	PUNCT
cuesj-535	277	8	with	with	ADP
cuesj-535	277	9	http	http	ADJ
cuesj-535	277	10	filters	filter	NOUN
cuesj-535	277	11	using	use	VERB
cuesj-535	277	12	classifiers	classifier	NOUN
cuesj-535	277	13	.	.	PUNCT
cuesj-535	278	1	in	in	ADP
cuesj-535	278	2	:	:	PUNCT
cuesj-535	278	3	2014	2014	NUM
cuesj-535	278	4	28th	28th	ADJ
cuesj-535	278	5	international	international	ADJ
cuesj-535	278	6	conference	conference	NOUN
cuesj-535	278	7	on	on	ADP
cuesj-535	278	8	advanced	advanced	ADJ
cuesj-535	278	9	information	information	NOUN
cuesj-535	278	10	networking	networking	NOUN
cuesj-535	278	11	and	and	CCONJ
cuesj-535	278	12	applications	application	NOUN
cuesj-535	278	13	workshops	workshop	NOUN
cuesj-535	278	14	,	,	PUNCT
cuesj-535	278	15	pp	pp	ADJ
cuesj-535	278	16	.	.	PUNCT
cuesj-535	279	1	7	7	NUM
cuesj-535	279	2	-	-	SYM
cuesj-535	279	3	12	12	NUM
cuesj-535	279	4	,	,	PUNCT
cuesj-535	279	5	2014	2014	NUM
cuesj-535	279	6	.	.	PUNCT
cuesj-535	280	1	31	31	NUM
cuesj-535	280	2	.	.	PUNCT
cuesj-535	280	3	a.	a.	PROPN
cuesj-535	280	4	welzel	welzel	PROPN
cuesj-535	280	5	,	,	PUNCT
cuesj-535	280	6	c.	c.	PROPN
cuesj-535	280	7	rossow	rossow	PROPN
cuesj-535	280	8	and	and	CCONJ
cuesj-535	280	9	h.	h.	PROPN
cuesj-535	280	10	bos	bos	PROPN
cuesj-535	280	11	.	.	PUNCT
cuesj-535	281	1	on	on	ADP
cuesj-535	281	2	measuring	measure	VERB
cuesj-535	281	3	the	the	DET
cuesj-535	281	4	impact	impact	NOUN
cuesj-535	281	5	of	of	ADP
cuesj-535	281	6	ddos	ddos	NOUN
cuesj-535	281	7	botnets	botnet	NOUN
cuesj-535	281	8	.	.	PUNCT
cuesj-535	282	1	in	in	ADP
cuesj-535	282	2	:	:	PUNCT
cuesj-535	282	3	proceedings	proceeding	NOUN
cuesj-535	282	4	of	of	ADP
cuesj-535	282	5	the	the	DET
cuesj-535	282	6	seventh	seventh	ADJ
cuesj-535	282	7	european	european	ADJ
cuesj-535	282	8	workshop	workshop	NOUN
cuesj-535	282	9	on	on	ADP
cuesj-535	282	10	system	system	NOUN
cuesj-535	282	11	security	security	NOUN
cuesj-535	282	12	,	,	PUNCT
cuesj-535	282	13	pp	pp	ADJ
cuesj-535	282	14	.	.	PUNCT
cuesj-535	283	1	1	1	NUM
cuesj-535	283	2	-	-	SYM
cuesj-535	283	3	6	6	NUM
cuesj-535	283	4	,	,	PUNCT
cuesj-535	283	5	2014	2014	NUM
cuesj-535	283	6	.	.	PUNCT
cuesj-535	284	1	32	32	NUM
cuesj-535	284	2	.	.	PUNCT
cuesj-535	285	1	p.	p.	NOUN
cuesj-535	285	2	amini	amini	PROPN
cuesj-535	285	3	,	,	PUNCT
cuesj-535	285	4	r.	r.	PROPN
cuesj-535	285	5	azmi	azmi	PROPN
cuesj-535	285	6	and	and	CCONJ
cuesj-535	285	7	m.	m.	PROPN
cuesj-535	285	8	a.	a.	PROPN
cuesj-535	285	9	araghizadeh	araghizadeh	PROPN
cuesj-535	285	10	.	.	PUNCT
cuesj-535	286	1	analysis	analysis	NOUN
cuesj-535	286	2	of	of	ADP
cuesj-535	286	3	network	network	NOUN
cuesj-535	286	4	traffic	traffic	NOUN
cuesj-535	286	5	flows	flow	NOUN
cuesj-535	286	6	for	for	ADP
cuesj-535	286	7	centralized	centralized	ADJ
cuesj-535	286	8	botnet	botnet	NOUN
cuesj-535	286	9	detection	detection	NOUN
cuesj-535	286	10	.	.	PUNCT
cuesj-535	287	1	journal	journal	NOUN
cuesj-535	287	2	of	of	ADP
cuesj-535	287	3	telecommunication	telecommunication	NOUN
cuesj-535	287	4	,	,	PUNCT
cuesj-535	287	5	electronic	electronic	ADJ
cuesj-535	287	6	and	and	CCONJ
cuesj-535	287	7	computer	computer	NOUN
cuesj-535	287	8	engineering	engineering	NOUN
cuesj-535	287	9	(	(	PUNCT
cuesj-535	287	10	jtec	jtec	ADJ
cuesj-535	287	11	)	)	PUNCT
cuesj-535	287	12	,	,	PUNCT
cuesj-535	287	13	vol	vol	NOUN
cuesj-535	287	14	.	.	PROPN
cuesj-535	287	15	11	11	NUM
cuesj-535	287	16	,	,	PUNCT
cuesj-535	287	17	pp	pp	ADJ
cuesj-535	287	18	.	.	PUNCT
cuesj-535	288	1	7	7	NUM
cuesj-535	288	2	-	-	SYM
cuesj-535	288	3	17	17	NUM
cuesj-535	288	4	,	,	PUNCT
cuesj-535	288	5	2019	2019	NUM
cuesj-535	288	6	.	.	PUNCT
cuesj-535	289	1	33	33	NUM
cuesj-535	289	2	.	.	PUNCT
cuesj-535	289	3	a.	a.	PROPN
cuesj-535	289	4	k.	k.	PROPN
cuesj-535	289	5	sood	sood	PROPN
cuesj-535	289	6	,	,	PUNCT
cuesj-535	289	7	s.	s.	PROPN
cuesj-535	290	1	zeadally	zeadally	PROPN
cuesj-535	290	2	and	and	CCONJ
cuesj-535	290	3	r.	r.	PROPN
cuesj-535	290	4	j.	j.	PROPN
cuesj-535	290	5	enbody	enbody	PROPN
cuesj-535	290	6	.	.	PUNCT
cuesj-535	291	1	an	an	DET
cuesj-535	291	2	empirical	empirical	ADJ
cuesj-535	291	3	study	study	NOUN
cuesj-535	291	4	of	of	ADP
cuesj-535	291	5	http	http	ADV
cuesj-535	291	6	-	-	PUNCT
cuesj-535	291	7	based	base	VERB
cuesj-535	291	8	financial	financial	ADJ
cuesj-535	291	9	botnets	botnet	NOUN
cuesj-535	291	10	.	.	PUNCT
cuesj-535	292	1	ieee	ieee	NOUN
cuesj-535	292	2	transactions	transaction	NOUN
cuesj-535	292	3	on	on	ADP
cuesj-535	292	4	dependable	dependable	ADJ
cuesj-535	292	5	and	and	CCONJ
cuesj-535	292	6	secure	secure	ADJ
cuesj-535	292	7	computing	computing	NOUN
cuesj-535	292	8	,	,	PUNCT
cuesj-535	292	9	vol	vol	NOUN
cuesj-535	292	10	.	.	PROPN
cuesj-535	292	11	13	13	NUM
cuesj-535	292	12	,	,	PUNCT
cuesj-535	292	13	pp	pp	ADJ
cuesj-535	292	14	.	.	PUNCT
cuesj-535	293	1	236	236	NUM
cuesj-535	293	2	-	-	SYM
cuesj-535	293	3	251	251	NUM
cuesj-535	293	4	,	,	PUNCT
cuesj-535	293	5	2014	2014	NUM
cuesj-535	293	6	.	.	PUNCT
cuesj-535	294	1	34	34	NUM
cuesj-535	294	2	.	.	PUNCT
cuesj-535	295	1	k.	k.	PROPN
cuesj-535	295	2	neupane	neupane	PROPN
cuesj-535	295	3	,	,	PUNCT
cuesj-535	295	4	r.	r.	PROPN
cuesj-535	295	5	haddad	haddad	PROPN
cuesj-535	295	6	and	and	CCONJ
cuesj-535	295	7	l.	l.	PROPN
cuesj-535	295	8	chen	chen	PROPN
cuesj-535	295	9	.	.	PUNCT
cuesj-535	296	1	next	next	ADJ
cuesj-535	296	2	generation	generation	NOUN
cuesj-535	296	3	firewall	firewall	NOUN
cuesj-535	296	4	for	for	ADP
cuesj-535	296	5	network	network	NOUN
cuesj-535	296	6	security	security	NOUN
cuesj-535	296	7	:	:	PUNCT
cuesj-535	296	8	a	a	DET
cuesj-535	296	9	survey	survey	NOUN
cuesj-535	296	10	.	.	PUNCT
cuesj-535	297	1	in	in	ADP
cuesj-535	297	2	southeastcon	southeastcon	PROPN
cuesj-535	297	3	2018	2018	NUM
cuesj-535	297	4	,	,	PUNCT
cuesj-535	297	5	pp	pp	ADJ
cuesj-535	297	6	.	.	PUNCT
cuesj-535	298	1	1	1	NUM
cuesj-535	298	2	-	-	SYM
cuesj-535	298	3	6	6	NUM
cuesj-535	298	4	,	,	PUNCT
cuesj-535	298	5	2018	2018	NUM
cuesj-535	298	6	.	.	PUNCT
cuesj-535	299	1	35	35	NUM
cuesj-535	299	2	.	.	PUNCT
cuesj-535	299	3	l.	l.	PROPN
cuesj-535	299	4	böck	böck	PROPN
cuesj-535	299	5	,	,	PUNCT
cuesj-535	299	6	s.	s.	PROPN
cuesj-535	299	7	karuppayah	karuppayah	PROPN
cuesj-535	299	8	,	,	PUNCT
cuesj-535	299	9	k.	k.	PROPN
cuesj-535	299	10	fong	fong	PROPN
cuesj-535	299	11	,	,	PUNCT
cuesj-535	299	12	m.	m.	NOUN
cuesj-535	299	13	mühlhäuser	mühlhäuser	NOUN
cuesj-535	299	14	and	and	CCONJ
cuesj-535	299	15	e.	e.	PROPN
cuesj-535	299	16	vasilomanolakis	vasilomanolakis	PROPN
cuesj-535	299	17	.	.	PUNCT
cuesj-535	300	1	poster	poster	NOUN
cuesj-535	300	2	:	:	PUNCT
cuesj-535	300	3	challenges	challenge	NOUN
cuesj-535	300	4	of	of	ADP
cuesj-535	300	5	accurately	accurately	ADV
cuesj-535	300	6	measuring	measure	VERB
cuesj-535	300	7	churn	churn	NOUN
cuesj-535	300	8	in	in	ADP
cuesj-535	300	9	p2p	p2p	NOUN
cuesj-535	300	10	botnets	botnet	NOUN
cuesj-535	300	11	.	.	PUNCT
cuesj-535	301	1	in	in	ADP
cuesj-535	301	2	:	:	PUNCT
cuesj-535	301	3	proceedings	proceeding	NOUN
cuesj-535	301	4	of	of	ADP
cuesj-535	301	5	the	the	DET
cuesj-535	301	6	2019	2019	NUM
cuesj-535	301	7	acm	acm	PROPN
cuesj-535	301	8	sigsac	sigsac	NOUN
cuesj-535	301	9	conference	conference	NOUN
cuesj-535	301	10	on	on	ADP
cuesj-535	301	11	computer	computer	NOUN
cuesj-535	301	12	and	and	CCONJ
cuesj-535	301	13	communications	communication	NOUN
cuesj-535	301	14	security	security	NOUN
cuesj-535	301	15	,	,	PUNCT
cuesj-535	301	16	pp	pp	ADJ
cuesj-535	301	17	.	.	PUNCT
cuesj-535	302	1	2661	2661	NUM
cuesj-535	302	2	-	-	SYM
cuesj-535	302	3	2663	2663	NUM
cuesj-535	302	4	,	,	PUNCT
cuesj-535	302	5	2019	2019	NUM
cuesj-535	302	6	.	.	PUNCT
cuesj-535	303	1	36	36	NUM
cuesj-535	303	2	.	.	PUNCT
cuesj-535	303	3	m.	m.	NOUN
cuesj-535	303	4	eslahi	eslahi	NOUN
cuesj-535	303	5	,	,	PUNCT
cuesj-535	303	6	m.	m.	NOUN
cuesj-535	303	7	rohmad	rohmad	PROPN
cuesj-535	303	8	,	,	PUNCT
cuesj-535	303	9	h.	h.	PROPN
cuesj-535	303	10	nilsaz	nilsaz	PROPN
cuesj-535	303	11	,	,	PUNCT
cuesj-535	303	12	m.	m.	NOUN
cuesj-535	303	13	v.	v.	ADP
cuesj-535	303	14	naseri	naseri	NOUN
cuesj-535	303	15	,	,	PUNCT
cuesj-535	303	16	n.	n.	PROPN
cuesj-535	303	17	tahir	tahir	PROPN
cuesj-535	303	18	and	and	CCONJ
cuesj-535	303	19	h.	h.	PROPN
cuesj-535	303	20	hashim	hashim	PROPN
cuesj-535	303	21	.	.	PUNCT
cuesj-535	304	1	periodicity	periodicity	NOUN
cuesj-535	304	2	classification	classification	NOUN
cuesj-535	304	3	of	of	ADP
cuesj-535	304	4	http	http	ADJ
cuesj-535	304	5	traffic	traffic	NOUN
cuesj-535	304	6	to	to	PART
cuesj-535	304	7	detect	detect	VERB
cuesj-535	304	8	http	http	ADJ
cuesj-535	304	9	botnets	botnet	NOUN
cuesj-535	304	10	.	.	PUNCT
cuesj-535	305	1	in	in	ADP
cuesj-535	305	2	:	:	PUNCT
cuesj-535	305	3	2015	2015	NUM
cuesj-535	305	4	ieee	ieee	NOUN
cuesj-535	305	5	symposium	symposium	NOUN
cuesj-535	305	6	on	on	ADP
cuesj-535	305	7	computer	computer	NOUN
cuesj-535	305	8	applications	application	NOUN
cuesj-535	305	9	and	and	CCONJ
cuesj-535	305	10	industrial	industrial	ADJ
cuesj-535	305	11	electronics	electronic	NOUN
cuesj-535	305	12	(	(	PUNCT
cuesj-535	305	13	iscaie	iscaie	NOUN
cuesj-535	305	14	)	)	PUNCT
cuesj-535	305	15	,	,	PUNCT
cuesj-535	305	16	pp	pp	ADP
cuesj-535	305	17	.	.	PUNCT
cuesj-535	306	1	119	119	NUM
cuesj-535	306	2	-	-	SYM
cuesj-535	306	3	123	123	NUM
cuesj-535	306	4	,	,	PUNCT
cuesj-535	306	5	2015	2015	NUM
cuesj-535	306	6	.	.	PUNCT