id	sid	tid	token	lemma	pos
gs-2899	1	1	georgian	georgian	PROPN
gs-2899	1	2	scientists/	scientists/	NUM
gs-2899	1	3	.	.	PUNCT
gs-2899	2	1	6	6	NUM
gs-2899	2	2	n	n	NUM
gs-2899	2	3	3	3	NUM
gs-2899	2	4	,	,	PUNCT
gs-2899	2	5	2024	2024	NUM
gs-2899	2	6	1	1	NUM
gs-2899	2	7	georgian	georgian	PROPN
gs-2899	2	8	scientists	scientist	NOUN
gs-2899	2	9	vol	vol	NOUN
gs-2899	2	10	.	.	PROPN
gs-2899	2	11	6	6	NUM
gs-2899	2	12	issue	issue	NOUN
gs-2899	2	13	3	3	NUM
gs-2899	2	14	,	,	PUNCT
gs-2899	2	15	2024	2024	NUM
gs-2899	2	16	https://doi.org/10.52340/gs.2024.06.03.01	https://doi.org/10.52340/gs.2024.06.03.01	PRON
gs-2899	2	17	1	1	NUM
gs-2899	2	18	,	,	PUNCT
gs-2899	2	19	2	2	NUM
gs-2899	2	20	,	,	PUNCT
gs-2899	2	21	.	.	PUNCT
gs-2899	3	1	3	3	NUM
gs-2899	3	2	,	,	PUNCT
gs-2899	3	3	.	.	PUNCT
gs-2899	4	1	4	4	NUM
gs-2899	4	2	,	,	PUNCT
gs-2899	4	3	5	5	NUM
gs-2899	4	4	,	,	PUNCT
gs-2899	4	5	,	,	PUNCT
gs-2899	4	6	s.qartvelishvili@gtu.ge	s.qartvelishvili@gtu.ge	PROPN
gs-2899	4	7	,	,	PUNCT
gs-2899	4	8	orcid	orcid	NUM
gs-2899	4	9	:	:	PUNCT
gs-2899	4	10	0000	0000	NUM
gs-2899	4	11	-	-	PUNCT
gs-2899	4	12	0001	0001	NUM
gs-2899	4	13	-	-	PUNCT
gs-2899	4	14	98904099	98904099	NUM
gs-2899	4	15	;	;	PUNCT
gs-2899	4	16	2	2	NUM
gs-2899	4	17	,	,	PUNCT
gs-2899	4	18	,	,	PUNCT
gs-2899	4	19	m.okhanashvili@gtu.ge	m.okhanashvili@gtu.ge	PROPN
gs-2899	4	20	,	,	PUNCT
gs-2899	4	21	,	,	PUNCT
gs-2899	4	22	,	,	PUNCT
gs-2899	4	23	i.abuladze@gtu.ge	i.abuladze@gtu.ge	NOUN
gs-2899	4	24	,	,	PUNCT
gs-2899	4	25	4	4	NUM
gs-2899	4	26	,	,	PUNCT
gs-2899	4	27	,	,	PUNCT
gs-2899	4	28	n.chorkhauli@gtu.ge	n.chorkhauli@gtu.ge	PROPN
gs-2899	4	29	;	;	PUNCT
gs-2899	4	30	,	,	PUNCT
gs-2899	4	31	,	,	PUNCT
gs-2899	5	1	misha8003123@gmail.com	misha8003123@gmail.com	X
gs-2899	5	2	.	.	PUNCT
gs-2899	6	1	,	,	PUNCT
gs-2899	6	2	,	,	PUNCT
gs-2899	6	3	,	,	PUNCT
gs-2899	6	4	,	,	PUNCT
gs-2899	6	5	.	.	PUNCT
gs-2899	7	1	(	(	PUNCT
gs-2899	7	2	cisco	cisco	PROPN
gs-2899	7	3	,	,	PUNCT
gs-2899	7	4	snort	snort	VERB
gs-2899	7	5	,	,	PUNCT
gs-2899	7	6	iss	iss	PROPN
gs-2899	7	7	realsecure	realsecure	NOUN
gs-2899	7	8	,	,	PUNCT
gs-2899	7	9	.	.	PUNCT
gs-2899	7	10	)	)	PUNCT
gs-2899	7	11	.	.	PUNCT
gs-2899	7	12	.	.	PUNCT
gs-2899	7	13	.	.	PUNCT
gs-2899	8	1	,	,	PUNCT
gs-2899	8	2	.	.	PUNCT
gs-2899	9	1	,	,	PUNCT
gs-2899	9	2	.	.	PUNCT
gs-2899	10	1	ids	id	NOUN
gs-2899	10	2	(	(	PUNCT
gs-2899	10	3	intrusion	intrusion	NOUN
gs-2899	10	4	detection	detection	NOUN
gs-2899	10	5	system	system	NOUN
gs-2899	10	6	)	)	PUNCT
gs-2899	10	7	.	.	PUNCT
gs-2899	11	1	:	:	PUNCT
gs-2899	11	2	.	.	PUNCT
gs-2899	12	1	,	,	PUNCT
gs-2899	12	2	georgian	georgian	NOUN
gs-2899	12	3	scientists/	scientists/	NUM
gs-2899	12	4	.	.	PUNCT
gs-2899	13	1	6	6	NUM
gs-2899	13	2	n	n	NUM
gs-2899	13	3	3	3	NUM
gs-2899	13	4	,	,	PUNCT
gs-2899	13	5	2024	2024	NUM
gs-2899	13	6	2	2	NUM
gs-2899	13	7	.	.	PUNCT
gs-2899	14	1	(	(	PUNCT
gs-2899	14	2	iss	iss	PROPN
gs-2899	14	3	realsecure	realsecure	NOUN
gs-2899	14	4	,	,	PUNCT
gs-2899	14	5	symantec	symantec	ADJ
gs-2899	14	6	network	network	NOUN
gs-2899	14	7	security	security	NOUN
gs-2899	14	8	,	,	PUNCT
gs-2899	14	9	cisco	cisco	PROPN
gs-2899	14	10	ips	ip	NOUN
gs-2899	14	11	.	.	PUNCT
gs-2899	14	12	)	)	PUNCT
gs-2899	14	13	.	.	PUNCT
gs-2899	15	1	,	,	PUNCT
gs-2899	15	2	.	.	PUNCT
gs-2899	16	1	,	,	PUNCT
gs-2899	16	2	,	,	PUNCT
gs-2899	16	3	,	,	PUNCT
gs-2899	16	4	.	.	PUNCT
gs-2899	17	1	ids	id	NOUN
gs-2899	17	2	,	,	PUNCT
gs-2899	17	3	,	,	PUNCT
gs-2899	17	4	(	(	PUNCT
gs-2899	17	5	)	)	PUNCT
gs-2899	17	6	,	,	PUNCT
gs-2899	17	7	.	.	PUNCT
gs-2899	18	1	,	,	PUNCT
gs-2899	18	2	,	,	PUNCT
gs-2899	18	3	.	.	PUNCT
gs-2899	19	1	,	,	PUNCT
gs-2899	19	2	,	,	PUNCT
gs-2899	19	3	,	,	PUNCT
gs-2899	19	4	.	.	PUNCT
gs-2899	20	1	ids	id	NOUN
gs-2899	20	2	:	:	PUNCT
gs-2899	20	3	ids	ids	X
gs-2899	20	4	(	(	PUNCT
gs-2899	20	5	(	(	PUNCT
gs-2899	20	6	network	network	NOUN
gs-2899	20	7	-	-	PUNCT
gs-2899	20	8	based	base	VERB
gs-2899	20	9	)	)	PUNCT
gs-2899	20	10	ids	id	NOUN
gs-2899	20	11	,	,	PUNCT
gs-2899	20	12	nids	nid	NOUN
gs-2899	20	13	)	)	PUNCT
gs-2899	20	14	;	;	PUNCT
gs-2899	20	15	ids	id	NOUN
gs-2899	20	16	(	(	PUNCT
gs-2899	20	17	(	(	PUNCT
gs-2899	20	18	host	host	NOUN
gs-2899	20	19	-	-	PUNCT
gs-2899	20	20	based	base	VERB
gs-2899	20	21	)	)	PUNCT
gs-2899	20	22	ids	id	NOUN
gs-2899	20	23	,	,	PUNCT
gs-2899	20	24	hids	hid	NOUN
gs-2899	20	25	)	)	PUNCT
gs-2899	20	26	;	;	PUNCT
gs-2899	20	27	ids	id	NOUN
gs-2899	20	28	(	(	PUNCT
gs-2899	20	29	(	(	PUNCT
gs-2899	20	30	hybrid	hybrid	NOUN
gs-2899	20	31	)	)	PUNCT
gs-2899	20	32	ids	id	NOUN
gs-2899	20	33	)	)	PUNCT
gs-2899	20	34	.	.	PUNCT
gs-2899	21	1	ids	id	NOUN
gs-2899	21	2	:	:	PUNCT
gs-2899	21	3	ids	ids	VERB
gs-2899	21	4	ids	ids	PROPN
gs-2899	21	5	(	(	PUNCT
gs-2899	21	6	(	(	PUNCT
gs-2899	21	7	application	application	NOUN
gs-2899	21	8	-	-	PUNCT
gs-2899	21	9	based	base	VERB
gs-2899	21	10	)	)	PUNCT
gs-2899	21	11	ids	id	NOUN
gs-2899	21	12	)	)	PUNCT
gs-2899	21	13	.	.	PUNCT
gs-2899	22	1	:	:	PUNCT
gs-2899	22	2	snort	snort	VERB
gs-2899	22	3	.	.	PUNCT
gs-2899	23	1	bro	bro	PROPN
gs-2899	23	2	.	.	PUNCT
gs-2899	24	1	stat	stat	PROPN
gs-2899	24	2	.	.	PUNCT
gs-2899	25	1	prelude	prelude	NOUN
gs-2899	25	2	.	.	PUNCT
gs-2899	26	1	ossec	ossec	PROPN
gs-2899	26	2	.	.	PUNCT
gs-2899	27	1	cisco	cisco	PROPN
gs-2899	27	2	secure	secure	VERB
gs-2899	27	3	ips	ip	NOUN
gs-2899	27	4	.	.	PUNCT
gs-2899	28	1	realsecure	realsecure	NOUN
gs-2899	28	2	(	(	PUNCT
gs-2899	28	3	ibm	ibm	PROPN
gs-2899	28	4	iss	iss	PROPN
gs-2899	28	5	)	)	PUNCT
gs-2899	28	6	.	.	PUNCT
gs-2899	29	1	symantec	symantec	ADJ
gs-2899	29	2	network	network	NOUN
gs-2899	29	3	security	security	NOUN
gs-2899	29	4	.	.	PUNCT
gs-2899	30	1	etrust	etrust	PROPN
gs-2899	30	2	intrusion	intrusion	PROPN
gs-2899	30	3	detection	detection	NOUN
gs-2899	30	4	computer	computer	NOUN
gs-2899	30	5	associates	associate	NOUN
gs-2899	30	6	.	.	PUNCT
gs-2899	31	1	snort	snort	NOUN
gs-2899	31	2	snort	snort	VERB
gs-2899	31	3	.	.	PUNCT
gs-2899	32	1	,	,	PUNCT
gs-2899	32	2	,	,	PUNCT
gs-2899	32	3	,	,	PUNCT
gs-2899	32	4	,	,	PUNCT
gs-2899	32	5	,	,	PUNCT
gs-2899	32	6	cgi	cgi	PROPN
gs-2899	32	7	,	,	PUNCT
gs-2899	32	8	.	.	PUNCT
gs-2899	32	9	snort	snort	VERB
gs-2899	32	10	.	.	PUNCT
gs-2899	33	1	3	3	NUM
gs-2899	33	2	:	:	PUNCT
gs-2899	33	3	sniffer	sniffer	NOUN
gs-2899	33	4	,	,	PUNCT
gs-2899	33	5	packet	packet	NOUN
gs-2899	33	6	logger	logger	NOUN
gs-2899	33	7	network	network	NOUN
gs-2899	33	8	intrusion	intrusion	NOUN
gs-2899	33	9	detection	detection	NOUN
gs-2899	33	10	system	system	NOUN
gs-2899	33	11	.	.	PUNCT
gs-2899	34	1	georgian	georgian	NOUN
gs-2899	34	2	scientists/	scientists/	NUM
gs-2899	34	3	.	.	PUNCT
gs-2899	35	1	6	6	NUM
gs-2899	35	2	n	n	NUM
gs-2899	35	3	3	3	NUM
gs-2899	35	4	,	,	PUNCT
gs-2899	35	5	2024	2024	NUM
gs-2899	35	6	3	3	NUM
gs-2899	35	7	,	,	PUNCT
gs-2899	35	8	,	,	PUNCT
gs-2899	35	9	,	,	PUNCT
gs-2899	35	10	.	.	PUNCT
gs-2899	36	1	.1	.1	NUM
gs-2899	36	2	.	.	PUNCT
gs-2899	37	1	,	,	PUNCT
gs-2899	37	2	,	,	PUNCT
gs-2899	37	3	(	(	PUNCT
gs-2899	37	4	mssql	mssql	PROPN
gs-2899	37	5	oracle	oracle	PROPN
gs-2899	37	6	)	)	PUNCT
gs-2899	37	7	bro	bro	NOUN
gs-2899	37	8	bro	bro	INTJ
gs-2899	37	9	,	,	PUNCT
gs-2899	37	10	.	.	PUNCT
gs-2899	37	11	.	.	PUNCT
gs-2899	38	1	:	:	PUNCT
gs-2899	38	2	.	.	PUNCT
gs-2899	39	1	,	,	PUNCT
gs-2899	39	2	.	.	PUNCT
gs-2899	40	1	ids	id	NOUN
gs-2899	40	2	,	,	PUNCT
gs-2899	40	3	;	;	PUNCT
gs-2899	40	4	.	.	PUNCT
gs-2899	41	1	;	;	PUNCT
gs-2899	41	2	.	.	PUNCT
gs-2899	42	1	,	,	PUNCT
gs-2899	42	2	;	;	PUNCT
gs-2899	42	3	georgian	georgian	PROPN
gs-2899	42	4	scientists/	scientists/	NUM
gs-2899	42	5	.	.	PUNCT
gs-2899	43	1	6	6	NUM
gs-2899	43	2	n	n	NUM
gs-2899	43	3	3	3	NUM
gs-2899	43	4	,	,	PUNCT
gs-2899	43	5	2024	2024	NUM
gs-2899	43	6	4	4	NUM
gs-2899	43	7	.	.	PUNCT
gs-2899	44	1	,	,	PUNCT
gs-2899	44	2	,	,	PUNCT
gs-2899	44	3	;	;	PUNCT
gs-2899	44	4	.	.	PUNCT
gs-2899	44	5	.	.	PUNCT
gs-2899	45	1	.	.	PUNCT
gs-2899	46	1	,	,	PUNCT
gs-2899	46	2	bro	bro	NOUN
gs-2899	46	3	libpcap	libpcap	NOUN
gs-2899	46	4	.	.	PUNCT
gs-2899	46	5	)	)	PUNCT
gs-2899	46	6	.	.	PUNCT
gs-2899	47	1	,	,	PUNCT
gs-2899	47	2	.	.	PUNCT
gs-2899	48	1	,	,	PUNCT
gs-2899	48	2	.	.	PUNCT
gs-2899	48	3	.	.	PUNCT
gs-2899	49	1	.	.	PUNCT
gs-2899	50	1	bro	bro	INTJ
gs-2899	50	2	.	.	PUNCT
gs-2899	51	1	bro	bro	INTJ
gs-2899	51	2	.	.	PUNCT
gs-2899	52	1	bro	bro	INTJ
gs-2899	52	2	snort2bro	snort2bro	NOUN
gs-2899	52	3	,	,	PUNCT
gs-2899	52	4	snort	snort	VERB
gs-2899	52	5	bro	bro	INTJ
gs-2899	52	6	,	,	PUNCT
gs-2899	52	7	.	.	PUNCT
gs-2899	53	1	bro	bro	INTJ
gs-2899	53	2	.	.	PUNCT
gs-2899	54	1	stat	stat	PROPN
gs-2899	54	2	stat	stat	PROPN
gs-2899	54	3	"	"	PUNCT
gs-2899	54	4	"	"	PUNCT
gs-2899	54	5	.	.	PUNCT
gs-2899	55	1	stat	stat	PROPN
gs-2899	55	2	:	:	PUNCT
gs-2899	55	3	stat	stat	PROPN
gs-2899	55	4	framework	framework	NOUN
gs-2899	55	5	stat	stat	NOUN
gs-2899	55	6	;	;	PUNCT
gs-2899	55	7	metastat	metastat	ADJ
gs-2899	55	8	stat	stat	NOUN
gs-2899	55	9	;	;	PUNCT
gs-2899	55	10	netstat	netstat	ADJ
gs-2899	55	11	unix	unix	NOUN
gs-2899	55	12	;	;	PUNCT
gs-2899	55	13	ustat	ustat	PROPN
gs-2899	55	14	os	os	PROPN
gs-2899	55	15	sun	sun	PROPN
gs-2899	55	16	solaris	solaris	PROPN
gs-2899	55	17	;	;	PUNCT
gs-2899	55	18	linstat	linstat	PROPN
gs-2899	55	19	linux	linux	PROPN
gs-2899	55	20	;	;	PUNCT
gs-2899	55	21	winstat	winstat	PROPN
gs-2899	55	22	windows	windows	PROPN
gs-2899	55	23	;	;	PUNCT
gs-2899	55	24	logstat	logstat	ADJ
gs-2899	55	25	unix	unix	PROPN
gs-2899	55	26	syslog	syslog	NOUN
gs-2899	55	27	;	;	PUNCT
gs-2899	55	28	alertstat	alertstat	NOUN
gs-2899	55	29	;	;	PUNCT
gs-2899	55	30	web	web	NOUN
gs-2899	55	31	stat	stat	NOUN
gs-2899	55	32	apache	apache	PROPN
gs-2899	55	33	.	.	PUNCT
gs-2899	56	1	stat	stat	PROPN
gs-2899	56	2	.	.	PUNCT
gs-2899	56	3	.	.	PUNCT
gs-2899	57	1	,	,	PUNCT
gs-2899	57	2	,	,	PUNCT
gs-2899	57	3	,	,	PUNCT
gs-2899	57	4	)	)	PUNCT
gs-2899	57	5	.	.	PUNCT
gs-2899	58	1	„	„	PUNCT
gs-2899	58	2	“	"	PUNCT
gs-2899	58	3	.	.	PUNCT
gs-2899	59	1	stat"audit	stat"audit	NOUN
gs-2899	59	2	analyzer	analyzer	NOUN
gs-2899	59	3	trace	trace	NOUN
gs-2899	59	4	"	"	PUNCT
gs-2899	59	5	.	.	PUNCT
gs-2899	60	1	,	,	PUNCT
gs-2899	60	2	georgian	georgian	NOUN
gs-2899	60	3	scientists/	scientists/	NUM
gs-2899	60	4	.	.	PUNCT
gs-2899	61	1	6	6	NUM
gs-2899	61	2	n	n	NUM
gs-2899	61	3	3	3	NUM
gs-2899	61	4	,	,	PUNCT
gs-2899	61	5	2024	2024	NUM
gs-2899	61	6	5	5	NUM
gs-2899	61	7	,	,	PUNCT
gs-2899	61	8	stat	stat	PROPN
gs-2899	61	9	.	.	PUNCT
gs-2899	61	10	,	,	PUNCT
gs-2899	61	11	.	.	PUNCT
gs-2899	61	12	.	.	PUNCT
gs-2899	62	1	,	,	PUNCT
gs-2899	62	2	.	.	PUNCT
gs-2899	63	1	prelude	prelude	PROPN
gs-2899	63	2	prelude	prelude	NOUN
gs-2899	63	3	ids	id	NOUN
gs-2899	63	4	(	(	PUNCT
gs-2899	63	5	intrusion	intrusion	NOUN
gs-2899	63	6	detection	detection	NOUN
gs-2899	63	7	system	system	NOUN
gs-2899	63	8	)	)	PUNCT
gs-2899	63	9	.	.	PUNCT
gs-2899	64	1	prelude	prelude	VERB
gs-2899	64	2	gnu	gnu	PROPN
gs-2899	64	3	/	/	SYM
gs-2899	64	4	linux	linux	PROPN
gs-2899	64	5	.	.	PUNCT
gs-2899	65	1	prelude	prelude	VERB
gs-2899	65	2	,	,	PUNCT
gs-2899	65	3	,	,	PUNCT
gs-2899	65	4	.	.	PUNCT
gs-2899	65	5	.	.	PUNCT
gs-2899	66	1	,	,	PUNCT
gs-2899	66	2	idmef	idmef	PROPN
gs-2899	66	3	(	(	PUNCT
gs-2899	66	4	intrusion	intrusion	NOUN
gs-2899	66	5	detection	detection	NOUN
gs-2899	66	6	message	message	NOUN
gs-2899	66	7	exchange	exchange	NOUN
gs-2899	66	8	format	format	NOUN
gs-2899	66	9	)	)	PUNCT
gs-2899	66	10	.	.	PUNCT
gs-2899	67	1	prelude	prelude	ADJ
gs-2899	67	2	ids	id	NOUN
gs-2899	67	3	snort	snort	VERB
gs-2899	67	4	,	,	PUNCT
gs-2899	67	5	.	.	PUNCT
gs-2899	68	1	ossec	ossec	PROPN
gs-2899	68	2	ossec	ossec	PROPN
gs-2899	68	3	ids	id	NOUN
gs-2899	68	4	.	.	PUNCT
gs-2899	69	1	ossec	ossec	PROPN
gs-2899	69	2	unix	unix	PROPN
gs-2899	69	3	os	os	NOUN
gs-2899	69	4	,	,	PUNCT
gs-2899	69	5	,	,	PUNCT
gs-2899	69	6	.	.	PUNCT
gs-2899	70	1	ossec	ossec	PROPN
gs-2899	70	2	,	,	PUNCT
gs-2899	70	3	,	,	PUNCT
gs-2899	70	4	(	(	PUNCT
gs-2899	70	5	rootkits	rootkit	NOUN
gs-2899	70	6	)	)	PUNCT
gs-2899	70	7	.	.	PUNCT
gs-2899	71	1	,	,	PUNCT
gs-2899	71	2	os	os	INTJ
gs-2899	71	3	,	,	PUNCT
gs-2899	71	4	,	,	PUNCT
gs-2899	71	5	:	:	PUNCT
gs-2899	71	6	ssh	ssh	NOUN
gs-2899	71	7	,	,	PUNCT
gs-2899	71	8	ms	ms	PROPN
gs-2899	71	9	exchange	exchange	PROPN
gs-2899	71	10	,	,	PUNCT
gs-2899	71	11	sendmail	sendmail	NOUN
gs-2899	71	12	,	,	PUNCT
gs-2899	71	13	apache	apache	NOUN
gs-2899	71	14	,	,	PUNCT
gs-2899	71	15	arp	arp	PROPN
gs-2899	71	16	watch	watch	PROPN
gs-2899	71	17	,	,	PUNCT
gs-2899	71	18	iis	iis	PROPN
gs-2899	71	19	,	,	PUNCT
gs-2899	71	20	ftpd	ftpd	PROPN
gs-2899	71	21	,	,	PUNCT
gs-2899	71	22	squid	squid	NOUN
gs-2899	71	23	.	.	PUNCT
gs-2899	72	1	ossec	ossec	PROPN
gs-2899	72	2	,	,	PUNCT
gs-2899	72	3	,	,	PUNCT
gs-2899	72	4	,	,	PUNCT
gs-2899	72	5	ossec	ossec	NOUN
gs-2899	72	6	,	,	PUNCT
gs-2899	72	7	ids	id	NOUN
gs-2899	72	8	.	.	PUNCT
gs-2899	73	1	xml	xml	NOUN
gs-2899	73	2	.	.	PUNCT
gs-2899	74	1	ossec	ossec	NOUN
gs-2899	74	2	:	:	PUNCT
gs-2899	74	3	,	,	PUNCT
gs-2899	74	4	.	.	PUNCT
gs-2899	74	5	.	.	PUNCT
gs-2899	75	1	georgian	georgian	NOUN
gs-2899	75	2	scientists/	scientists/	NUM
gs-2899	75	3	.	.	PUNCT
gs-2899	76	1	6	6	NUM
gs-2899	76	2	n	n	NUM
gs-2899	76	3	3	3	NUM
gs-2899	76	4	,	,	PUNCT
gs-2899	76	5	2024	2024	NUM
gs-2899	76	6	6	6	NUM
gs-2899	76	7	.2	.2	NUM
gs-2899	76	8	ossec	ossec	PROPN
gs-2899	76	9	.	.	PUNCT
gs-2899	77	1	ids	ids	PROPN
gs-2899	77	2	.	.	PUNCT
gs-2899	77	3	.	.	PUNCT
gs-2899	78	1	cisco	cisco	PROPN
gs-2899	78	2	secure	secure	VERB
gs-2899	78	3	ips	ip	NOUN
gs-2899	78	4	cisco	cisco	PROPN
gs-2899	78	5	secure	secure	VERB
gs-2899	78	6	ips	ip	NOUN
gs-2899	78	7	,	,	PUNCT
gs-2899	78	8	netranger	netranger	NOUN
gs-2899	78	9	,	,	PUNCT
gs-2899	78	10	:	:	PUNCT
gs-2899	78	11	cisco	cisco	PROPN
gs-2899	78	12	secure	secure	VERB
gs-2899	78	13	ids	id	NOUN
gs-2899	78	14	4000	4000	NUM
gs-2899	78	15	;	;	PUNCT
gs-2899	78	16	cisco	cisco	PROPN
gs-2899	78	17	ios	ios	PROPN
gs-2899	78	18	os	os	NOUN
gs-2899	78	19	;	;	PUNCT
gs-2899	78	20	cisco	cisco	PROPN
gs-2899	78	21	catalyst	catalyst	NOUN
gs-2899	78	22	6000	6000	NUM
gs-2899	78	23	ids	id	NOUN
gs-2899	78	24	module	module	NOUN
gs-2899	78	25	;	;	PUNCT
gs-2899	78	26	cisco	cisco	PROPN
gs-2899	78	27	secure	secure	VERB
gs-2899	78	28	integrated	integrated	ADJ
gs-2899	78	29	software	software	NOUN
gs-2899	78	30	(	(	PUNCT
gs-2899	78	31	cisco	cisco	PROPN
gs-2899	78	32	ios	ios	PROPN
gs-2899	78	33	firewall	firewall	NOUN
gs-2899	78	34	feature	feature	NOUN
gs-2899	78	35	set	set	NOUN
gs-2899	78	36	)	)	PUNCT
gs-2899	78	37	;	;	PUNCT
gs-2899	78	38	cisco	cisco	PROPN
gs-2899	78	39	secure	secure	ADJ
gs-2899	78	40	ids	id	NOUN
gs-2899	78	41	.	.	PUNCT
gs-2899	79	1	cisco	cisco	PROPN
gs-2899	79	2	secure	secure	ADJ
gs-2899	79	3	policy	policy	NOUN
gs-2899	79	4	manager	manager	NOUN
gs-2899	79	5	;	;	PUNCT
gs-2899	79	6	,	,	PUNCT
gs-2899	79	7	.	.	PUNCT
gs-2899	79	8	.	.	PUNCT
gs-2899	79	9	.	.	PUNCT
gs-2899	79	10	.	.	PUNCT
gs-2899	80	1	realsecure	realsecure	NOUN
gs-2899	80	2	(	(	PUNCT
gs-2899	80	3	ibm	ibm	PROPN
gs-2899	80	4	iss	iss	PROPN
gs-2899	80	5	)	)	PUNCT
gs-2899	80	6	.	.	PUNCT
gs-2899	81	1	real	real	ADV
gs-2899	81	2	secure	secure	ADJ
gs-2899	81	3	ibm	ibm	PROPN
gs-2899	81	4	.	.	PUNCT
gs-2899	81	5	realsecure	realsecure	NOUN
gs-2899	81	6	georgian	georgian	NOUN
gs-2899	81	7	scientists/	scientists/	NUM
gs-2899	81	8	.	.	PUNCT
gs-2899	82	1	6	6	NUM
gs-2899	82	2	n	n	NUM
gs-2899	82	3	3	3	NUM
gs-2899	82	4	,	,	PUNCT
gs-2899	82	5	2024	2024	NUM
gs-2899	82	6	7	7	NUM
gs-2899	82	7	.	.	PUNCT
gs-2899	82	8	,	,	PUNCT
gs-2899	82	9	.	.	PUNCT
gs-2899	83	1	,	,	PUNCT
gs-2899	83	2	,	,	PUNCT
gs-2899	83	3	,	,	PUNCT
gs-2899	83	4	,	,	PUNCT
gs-2899	83	5	,	,	PUNCT
gs-2899	83	6	,	,	PUNCT
gs-2899	83	7	.	.	PUNCT
gs-2899	84	1	realsecure	realsecure	NOUN
gs-2899	84	2	.	.	PUNCT
gs-2899	84	3	.	.	PUNCT
gs-2899	84	4	.	.	PUNCT
gs-2899	84	5	.	.	PUNCT
gs-2899	85	1	,	,	PUNCT
gs-2899	85	2	.	.	PUNCT
gs-2899	85	3	.	.	PUNCT
gs-2899	86	1	.	.	PUNCT
gs-2899	87	1	,	,	PUNCT
gs-2899	87	2	,	,	PUNCT
gs-2899	87	3	,	,	PUNCT
gs-2899	87	4	.	.	PUNCT
gs-2899	87	5	.	.	PUNCT
gs-2899	87	6	.	.	PUNCT
gs-2899	88	1	,	,	PUNCT
gs-2899	88	2	.	.	PUNCT
gs-2899	88	3	.	.	PUNCT
gs-2899	89	1	ids	id	VERB
gs-2899	89	2	ips	ips	PROPN
gs-2899	89	3	:	:	PUNCT
gs-2899	89	4	ids	ids	PROPN
gs-2899	89	5	span	span	NOUN
gs-2899	89	6	,	,	PUNCT
gs-2899	89	7	hub	hub	NOUN
gs-2899	89	8	tap	tap	NOUN
gs-2899	89	9	ips	ip	NOUN
gs-2899	89	10	,	,	PUNCT
gs-2899	89	11	ips	ips	PROPN
gs-2899	89	12	.	.	PUNCT
gs-2899	90	1	ids	ids	PROPN
gs-2899	90	2	.	.	PUNCT
gs-2899	91	1	ids	id	NOUN
gs-2899	91	2	,	,	PUNCT
gs-2899	91	3	tcp	tcp	AUX
gs-2899	91	4	reset	reset	NOUN
gs-2899	91	5	.	.	PUNCT
gs-2899	92	1	,	,	PUNCT
gs-2899	92	2	realsecure	realsecure	NOUN
gs-2899	92	3	network	network	NOUN
gs-2899	92	4	sensor	sensor	NOUN
gs-2899	92	5	,	,	PUNCT
gs-2899	92	6	checkpoint	checkpoint	NOUN
gs-2899	92	7	firewall	firewall	NOUN
gs-2899	92	8	opsec	opsec	PROPN
gs-2899	92	9	.	.	PUNCT
gs-2899	93	1	symantec	symantec	ADJ
gs-2899	93	2	network	network	NOUN
gs-2899	93	3	security	security	NOUN
gs-2899	93	4	symantec	symantec	NOUN
gs-2899	93	5	:	:	PUNCT
gs-2899	93	6	network	network	NOUN
gs-2899	93	7	security	security	NOUN
gs-2899	93	8	7100	7100	NUM
gs-2899	93	9	series	series	NOUN
gs-2899	93	10	critical	critical	ADJ
gs-2899	93	11	system	system	NOUN
gs-2899	93	12	protection	protection	NOUN
gs-2899	93	13	.	.	PUNCT
gs-2899	94	1	symantec	symantec	ADJ
gs-2899	94	2	imune	imune	NOUN
gs-2899	94	3	™	™	PROPN
gs-2899	94	4	(	(	PUNCT
gs-2899	94	5	intrusion	intrusion	NOUN
gs-2899	94	6	mitigation	mitigation	NOUN
gs-2899	94	7	unified	unify	VERB
gs-2899	94	8	network	network	NOUN
gs-2899	94	9	engine	engine	NOUN
gs-2899	94	10	)	)	PUNCT
gs-2899	94	11	.	.	PUNCT
gs-2899	95	1	imune	imune	PROPN
gs-2899	95	2	™	™	VERB
gs-2899	95	3	georgian	georgian	NOUN
gs-2899	95	4	scientists/	scientists/	NUM
gs-2899	95	5	.	.	PUNCT
gs-2899	96	1	6	6	NUM
gs-2899	96	2	n	n	NUM
gs-2899	96	3	3	3	NUM
gs-2899	96	4	,	,	PUNCT
gs-2899	96	5	2024	2024	NUM
gs-2899	96	6	8	8	NUM
gs-2899	96	7	:	:	PUNCT
gs-2899	96	8	,	,	PUNCT
gs-2899	96	9	(	(	PUNCT
gs-2899	96	10	dos	do	NOUN
gs-2899	96	11	)	)	PUNCT
gs-2899	96	12	,	,	PUNCT
gs-2899	96	13	.	.	PUNCT
gs-2899	97	1	symantec	symantec	ADJ
gs-2899	97	2	,	,	PUNCT
gs-2899	97	3	.	.	PUNCT
gs-2899	98	1	liveupdate	liveupdate	NOUN
gs-2899	98	2	,	,	PUNCT
gs-2899	98	3	.	.	PUNCT
gs-2899	99	1	etrust	etrust	PROPN
gs-2899	99	2	intrusion	intrusion	NOUN
gs-2899	99	3	detection	detection	NOUN
gs-2899	99	4	computer	computer	NOUN
gs-2899	99	5	associates	associate	NOUN
gs-2899	99	6	computer	computer	NOUN
gs-2899	99	7	associates	associate	NOUN
gs-2899	99	8	etrust	etrust	PROPN
gs-2899	99	9	intrusion	intrusion	NOUN
gs-2899	99	10	detection	detection	NOUN
gs-2899	99	11	(	(	PUNCT
gs-2899	99	12	sessionwall	sessionwall	PROPN
gs-2899	99	13	)	)	PUNCT
gs-2899	99	14	,	,	PUNCT
gs-2899	99	15	lan	lan	PROPN
gs-2899	99	16	.	.	PUNCT
gs-2899	99	17	.	.	PUNCT
gs-2899	99	18	.	.	PUNCT
gs-2899	100	1	etrust	etrust	PROPN
gs-2899	100	2	intrusion	intrusion	PROPN
gs-2899	100	3	detection	detection	PROPN
gs-2899	100	4	.	.	PUNCT
gs-2899	101	1	etrust	etrust	PROPN
gs-2899	101	2	intrusion	intrusion	NOUN
gs-2899	101	3	detection	detection	NOUN
gs-2899	101	4	,	,	PUNCT
gs-2899	101	5	,	,	PUNCT
gs-2899	101	6	.	.	PUNCT
gs-2899	102	1	,	,	PUNCT
gs-2899	102	2	,	,	PUNCT
gs-2899	102	3	,	,	PUNCT
gs-2899	102	4	.	.	PUNCT
gs-2899	102	5	,	,	PUNCT
gs-2899	102	6	.	.	PUNCT
gs-2899	102	7	.	.	PUNCT
gs-2899	103	1	etrust	etrust	PROPN
gs-2899	103	2	.	.	PUNCT
gs-2899	103	3	.	.	PUNCT
gs-2899	104	1	etrust	etrust	PROPN
gs-2899	104	2	intrusion	intrusion	PROPN
gs-2899	104	3	detection	detection	NOUN
gs-2899	104	4	,	,	PUNCT
gs-2899	104	5	java	java	PROPN
gs-2899	104	6	/	/	SYM
gs-2899	104	7	activex	activex	PROPN
gs-2899	104	8	.	.	PUNCT
gs-2899	105	1	,	,	PUNCT
gs-2899	105	2	,	,	PUNCT
gs-2899	105	3	.	.	PUNCT
gs-2899	106	1	,	,	PUNCT
gs-2899	106	2	.	.	PUNCT
gs-2899	107	1	,	,	PUNCT
gs-2899	107	2	.	.	PUNCT
gs-2899	108	1	,	,	PUNCT
gs-2899	108	2	georgian	georgian	NOUN
gs-2899	108	3	scientists/	scientists/	NUM
gs-2899	108	4	.	.	PUNCT
gs-2899	109	1	6	6	NUM
gs-2899	109	2	n	n	NUM
gs-2899	109	3	3	3	NUM
gs-2899	109	4	,	,	PUNCT
gs-2899	109	5	2024	2024	NUM
gs-2899	109	6	9	9	NUM
gs-2899	109	7	,	,	PUNCT
gs-2899	109	8	:	:	PUNCT
gs-2899	109	9	,	,	PUNCT
gs-2899	109	10	,	,	PUNCT
gs-2899	109	11	,	,	PUNCT
gs-2899	109	12	,	,	PUNCT
gs-2899	109	13	.	.	PUNCT
gs-2899	109	14	,	,	PUNCT
gs-2899	109	15	.	.	PUNCT
gs-2899	109	16	)	)	PUNCT
gs-2899	110	1	,	,	PUNCT
gs-2899	110	2	(	(	PUNCT
gs-2899	110	3	,	,	PUNCT
gs-2899	110	4	,	,	PUNCT
gs-2899	110	5	,	,	PUNCT
gs-2899	110	6	.	.	PUNCT
gs-2899	110	7	)	)	PUNCT
gs-2899	110	8	.	.	PUNCT
gs-2899	111	1	.	.	PUNCT
gs-2899	112	1	,	,	PUNCT
gs-2899	112	2	,	,	PUNCT
gs-2899	112	3	,	,	PUNCT
gs-2899	112	4	,	,	PUNCT
gs-2899	112	5	.	.	PUNCT
gs-2899	112	6	.	.	PUNCT
gs-2899	113	1	1	1	X
gs-2899	113	2	.	.	PUNCT
gs-2899	113	3	.	.	PUNCT
gs-2899	113	4	,	,	PUNCT
gs-2899	113	5	.	.	PUNCT
gs-2899	113	6	,	,	PUNCT
gs-2899	113	7	.	.	PUNCT
gs-2899	113	8	.	.	PUNCT
gs-2899	114	1	„	„	PUNCT
gs-2899	114	2	2023	2023	NUM
gs-2899	114	3	“	"	PUNCT
gs-2899	114	4	,	,	PUNCT
gs-2899	114	5	12	12	NUM
gs-2899	114	6	-	-	SYM
gs-2899	114	7	13	13	NUM
gs-2899	114	8	,	,	PUNCT
gs-2899	114	9	2023	2023	NUM
gs-2899	114	10	.	.	PUNCT
gs-2899	115	1	.410	.410	NUM
gs-2899	115	2	-	-	SYM
gs-2899	115	3	416	416	NUM
gs-2899	115	4	.	.	NOUN
gs-2899	116	1	2	2	X
gs-2899	116	2	.	.	X
gs-2899	116	3	ledesma	ledesma	PROPN
gs-2899	116	4	,	,	PUNCT
gs-2899	116	5	josue	josue	PROPN
gs-2899	116	6	.	.	PUNCT
gs-2899	117	1	“	"	PUNCT
gs-2899	117	2	ids	id	NOUN
gs-2899	117	3	vs.	vs.	ADP
gs-2899	117	4	ips	ips	NOUN
gs-2899	117	5	:	:	PUNCT
gs-2899	117	6	what	what	PRON
gs-2899	117	7	is	be	AUX
gs-2899	117	8	the	the	DET
gs-2899	117	9	difference	difference	NOUN
gs-2899	117	10	?	?	PUNCT
gs-2899	117	11	”	"	PUNCT
gs-2899	118	1	inside	inside	ADP
gs-2899	118	2	out	out	ADP
gs-2899	118	3	security	security	NOUN
gs-2899	118	4	,	,	PUNCT
gs-2899	118	5	october	october	PROPN
gs-2899	118	6	23	23	NUM
gs-2899	118	7	,	,	PUNCT
gs-2899	118	8	2018	2018	NUM
gs-2899	118	9	.	.	PUNCT
gs-2899	119	1	https://www.varonis.com/blog/ids-vs-ips	https://www.varonis.com/blog/ids-vs-ip	NOUN
gs-2899	119	2	.	.	PUNCT
gs-2899	120	1	3	3	NUM
gs-2899	120	2	.	.	X
gs-2899	120	3	andersen	andersen	PROPN
gs-2899	120	4	,	,	PUNCT
gs-2899	120	5	i.	i.	PROPN
gs-2899	120	6	(	(	PUNCT
gs-2899	120	7	2023	2023	NUM
gs-2899	120	8	,	,	PUNCT
gs-2899	120	9	november	november	PROPN
gs-2899	120	10	22	22	NUM
gs-2899	120	11	)	)	PUNCT
gs-2899	120	12	.	.	PUNCT
gs-2899	121	1	top	top	ADJ
gs-2899	121	2	10	10	NUM
gs-2899	121	3	most	most	ADV
gs-2899	121	4	common	common	ADJ
gs-2899	121	5	types	type	NOUN
gs-2899	121	6	of	of	ADP
gs-2899	121	7	cyber	cyber	NOUN
gs-2899	121	8	attacks	attack	NOUN
gs-2899	121	9	.	.	PUNCT
gs-2899	122	1	https://blog.netwrix.com/.	https://blog.netwrix.com/.	ADJ
gs-2899	122	2	https://blog.netwrix.com/2018/05/15/top-10-most-common-types-ofcyber-attacks/#birthday%20attack	https://blog.netwrix.com/2018/05/15/top-10-most-common-types-ofcyber-attacks/#birthday%20attack	PROPN
gs-2899	122	3	review	review	NOUN
gs-2899	122	4	and	and	CCONJ
gs-2899	122	5	analysis	analysis	NOUN
gs-2899	122	6	of	of	ADP
gs-2899	122	7	existing	exist	VERB
gs-2899	122	8	systems	system	NOUN
gs-2899	122	9	for	for	ADP
gs-2899	122	10	detecting	detect	VERB
gs-2899	122	11	network	network	NOUN
gs-2899	122	12	attacks	attack	NOUN
gs-2899	122	13	summary	summary	VERB
gs-2899	122	14	research	research	NOUN
gs-2899	122	15	in	in	ADP
gs-2899	122	16	the	the	DET
gs-2899	122	17	field	field	NOUN
gs-2899	122	18	of	of	ADP
gs-2899	122	19	detection	detection	NOUN
gs-2899	122	20	of	of	ADP
gs-2899	122	21	attacks	attack	NOUN
gs-2899	122	22	on	on	ADP
gs-2899	122	23	computer	computer	NOUN
gs-2899	122	24	networks	network	NOUN
gs-2899	122	25	and	and	CCONJ
gs-2899	122	26	systems	system	NOUN
gs-2899	122	27	has	have	AUX
gs-2899	122	28	been	be	AUX
gs-2899	122	29	conducted	conduct	VERB
gs-2899	122	30	for	for	ADP
gs-2899	122	31	a	a	DET
gs-2899	122	32	long	long	ADJ
gs-2899	122	33	time	time	NOUN
gs-2899	122	34	.	.	PUNCT
gs-2899	123	1	signs	sign	NOUN
gs-2899	123	2	of	of	ADP
gs-2899	123	3	attacks	attack	NOUN
gs-2899	123	4	have	have	AUX
gs-2899	123	5	been	be	AUX
gs-2899	123	6	investigated	investigate	VERB
gs-2899	123	7	,	,	PUNCT
gs-2899	123	8	methods	method	NOUN
gs-2899	123	9	and	and	CCONJ
gs-2899	123	10	means	mean	NOUN
gs-2899	123	11	of	of	ADP
gs-2899	123	12	detecting	detect	VERB
gs-2899	123	13	unauthorized	unauthorized	ADJ
gs-2899	123	14	access	access	NOUN
gs-2899	123	15	attempts	attempt	NOUN
gs-2899	123	16	have	have	AUX
gs-2899	123	17	been	be	AUX
gs-2899	123	18	developed	develop	VERB
gs-2899	123	19	and	and	CCONJ
gs-2899	123	20	used	use	VERB
gs-2899	123	21	through	through	ADP
gs-2899	123	22	security	security	NOUN
gs-2899	123	23	systems	system	NOUN
gs-2899	123	24	,	,	PUNCT
gs-2899	123	25	both	both	PRON
gs-2899	123	26	on	on	ADP
gs-2899	123	27	the	the	DET
gs-2899	123	28	internet	internet	NOUN
gs-2899	123	29	and	and	CCONJ
gs-2899	123	30	at	at	ADP
gs-2899	123	31	the	the	DET
gs-2899	123	32	local	local	ADJ
gs-2899	123	33	,	,	PUNCT
gs-2899	123	34	logical	logical	ADJ
gs-2899	123	35	and	and	CCONJ
gs-2899	123	36	physical	physical	ADJ
gs-2899	123	37	levels	level	NOUN
gs-2899	123	38	.	.	PUNCT
gs-2899	124	1	commercial	commercial	ADJ
gs-2899	124	2	intrusion	intrusion	NOUN
gs-2899	124	3	detection	detection	NOUN
gs-2899	124	4	systems	system	NOUN
gs-2899	124	5	by	by	ADP
gs-2899	124	6	various	various	ADJ
gs-2899	124	7	foreign	foreign	ADJ
gs-2899	124	8	companies	company	NOUN
gs-2899	124	9	(	(	PUNCT
gs-2899	124	10	cisco	cisco	PROPN
gs-2899	124	11	,	,	PUNCT
gs-2899	124	12	snort	snort	VERB
gs-2899	124	13	,	,	PUNCT
gs-2899	124	14	iss	iss	PROPN
gs-2899	124	15	realsecure	realsecure	NOUN
gs-2899	124	16	,	,	PUNCT
gs-2899	124	17	etc	etc	X
gs-2899	124	18	.	.	X
gs-2899	124	19	)	)	PUNCT
gs-2899	124	20	are	be	AUX
gs-2899	124	21	widely	widely	ADV
gs-2899	124	22	represented	represent	VERB
gs-2899	124	23	in	in	ADP
gs-2899	124	24	the	the	DET
gs-2899	124	25	local	local	ADJ
gs-2899	124	26	market	market	NOUN
gs-2899	124	27	.	.	PUNCT
gs-2899	125	1	many	many	ADJ
gs-2899	125	2	local	local	ADJ
gs-2899	125	3	researchers	researcher	NOUN
gs-2899	125	4	use	use	VERB
gs-2899	125	5	architectural	architectural	ADJ
gs-2899	125	6	analogues	analogue	NOUN
gs-2899	125	7	and	and	CCONJ
gs-2899	125	8	typical	typical	ADJ
gs-2899	125	9	solutions	solution	NOUN
gs-2899	125	10	of	of	ADP
gs-2899	125	11	already	already	ADV
gs-2899	125	12	known	know	VERB
gs-2899	125	13	systems	system	NOUN
gs-2899	125	14	.	.	PUNCT
gs-2899	126	1	in	in	ADP
gs-2899	126	2	recent	recent	ADJ
gs-2899	126	3	years	year	NOUN
gs-2899	126	4	,	,	PUNCT
gs-2899	126	5	the	the	DET
gs-2899	126	6	number	number	NOUN
gs-2899	126	7	of	of	ADP
gs-2899	126	8	different	different	ADJ
gs-2899	126	9	types	type	NOUN
gs-2899	126	10	and	and	CCONJ
gs-2899	126	11	methods	method	NOUN
gs-2899	126	12	of	of	ADP
gs-2899	126	13	organizing	organize	VERB
gs-2899	126	14	unauthorized	unauthorized	ADJ
gs-2899	126	15	intrusion	intrusion	NOUN
gs-2899	126	16	into	into	ADP
gs-2899	126	17	computer	computer	NOUN
gs-2899	126	18	networks	network	NOUN
gs-2899	126	19	has	have	AUX
gs-2899	126	20	increased	increase	VERB
gs-2899	126	21	dramatically	dramatically	ADV
gs-2899	126	22	.	.	PUNCT
gs-2899	127	1	therefore	therefore	ADV
gs-2899	127	2	,	,	PUNCT
gs-2899	127	3	intrusion	intrusion	NOUN
gs-2899	127	4	detection	detection	NOUN
gs-2899	127	5	systems	system	NOUN
gs-2899	127	6	have	have	AUX
gs-2899	127	7	become	become	VERB
gs-2899	127	8	an	an	DET
gs-2899	127	9	important	important	ADJ
gs-2899	127	10	component	component	NOUN
gs-2899	127	11	of	of	ADP
gs-2899	127	12	organizations	organization	NOUN
gs-2899	127	13	'	'	PART
gs-2899	127	14	security	security	NOUN
gs-2899	127	15	infrastructure	infrastructure	NOUN
gs-2899	127	16	.	.	PUNCT
gs-2899	128	1	this	this	PRON
gs-2899	128	2	is	be	AUX
gs-2899	128	3	facilitated	facilitate	VERB
gs-2899	128	4	by	by	ADP
gs-2899	128	5	the	the	DET
gs-2899	128	6	georgian	georgian	PROPN
gs-2899	128	7	scientists/	scientists/	NUM
gs-2899	128	8	.	.	PUNCT
gs-2899	129	1	6	6	NUM
gs-2899	129	2	n	n	NUM
gs-2899	129	3	3	3	NUM
gs-2899	129	4	,	,	PUNCT
gs-2899	129	5	2024	2024	NUM
gs-2899	129	6	10	10	NUM
gs-2899	129	7	appearance	appearance	NOUN
gs-2899	129	8	of	of	ADP
gs-2899	129	9	a	a	DET
gs-2899	129	10	large	large	ADJ
gs-2899	129	11	number	number	NOUN
gs-2899	129	12	of	of	ADP
gs-2899	129	13	literary	literary	ADJ
gs-2899	129	14	sources	source	NOUN
gs-2899	129	15	,	,	PUNCT
gs-2899	129	16	complex	complex	ADJ
gs-2899	129	17	approaches	approach	NOUN
gs-2899	129	18	and	and	CCONJ
gs-2899	129	19	methods	method	NOUN
gs-2899	129	20	for	for	ADP
gs-2899	129	21	detecting	detect	VERB
gs-2899	129	22	attacks	attack	NOUN
gs-2899	129	23	in	in	ADP
gs-2899	129	24	information	information	NOUN
gs-2899	129	25	systems	system	NOUN
gs-2899	129	26	.	.	PUNCT
gs-2899	130	1	the	the	DET
gs-2899	130	2	purpose	purpose	NOUN
gs-2899	130	3	of	of	ADP
gs-2899	130	4	the	the	DET
gs-2899	130	5	review	review	NOUN
gs-2899	130	6	of	of	ADP
gs-2899	130	7	the	the	DET
gs-2899	130	8	existing	exist	VERB
gs-2899	130	9	network	network	NOUN
gs-2899	130	10	attack	attack	NOUN
gs-2899	130	11	detection	detection	NOUN
gs-2899	130	12	systems	system	NOUN
gs-2899	130	13	presented	present	VERB
gs-2899	130	14	in	in	ADP
gs-2899	130	15	the	the	DET
gs-2899	130	16	paper	paper	NOUN
gs-2899	130	17	is	be	AUX
gs-2899	130	18	to	to	PART
gs-2899	130	19	investigate	investigate	VERB
gs-2899	130	20	the	the	DET
gs-2899	130	21	functionality	functionality	NOUN
gs-2899	130	22	of	of	ADP
gs-2899	130	23	currently	currently	ADV
gs-2899	130	24	available	available	ADJ
gs-2899	130	25	idss	idss	NOUN
gs-2899	130	26	and	and	CCONJ
gs-2899	130	27	to	to	PART
gs-2899	130	28	reveal	reveal	VERB
gs-2899	130	29	the	the	DET
gs-2899	130	30	shortcomings	shortcoming	NOUN
gs-2899	130	31	of	of	ADP
gs-2899	130	32	the	the	DET
gs-2899	130	33	used	use	VERB
gs-2899	130	34	attack	attack	NOUN
gs-2899	130	35	detection	detection	NOUN
gs-2899	130	36	methods	method	NOUN
gs-2899	130	37	and	and	CCONJ
gs-2899	130	38	the	the	DET
gs-2899	130	39	disadvantages	disadvantage	NOUN
gs-2899	130	40	of	of	ADP
gs-2899	130	41	their	their	PRON
gs-2899	130	42	usability	usability	NOUN
gs-2899	130	43	.	.	PUNCT
gs-2899	131	1	realizations	realization	NOUN
gs-2899	131	2	of	of	ADP
gs-2899	131	3	existing	exist	VERB
gs-2899	131	4	attack	attack	NOUN
gs-2899	131	5	detection	detection	NOUN
gs-2899	131	6	systems	system	NOUN
gs-2899	131	7	can	can	AUX
gs-2899	131	8	be	be	AUX
gs-2899	131	9	divided	divide	VERB
gs-2899	131	10	into	into	ADP
gs-2899	131	11	two	two	NUM
gs-2899	131	12	parts	part	NOUN
gs-2899	131	13	:	:	PUNCT
gs-2899	131	14	research	research	NOUN
gs-2899	131	15	and	and	CCONJ
gs-2899	131	16	commercial	commercial	ADJ
gs-2899	131	17	products	product	NOUN
gs-2899	131	18	.	.	PUNCT
gs-2899	132	1	each	each	DET
gs-2899	132	2	new	new	ADJ
gs-2899	132	3	research	research	NOUN
gs-2899	132	4	project	project	NOUN
gs-2899	132	5	is	be	AUX
gs-2899	132	6	distinguished	distinguish	VERB
gs-2899	132	7	by	by	ADP
gs-2899	132	8	the	the	DET
gs-2899	132	9	introduction	introduction	NOUN
gs-2899	132	10	of	of	ADP
gs-2899	132	11	new	new	ADJ
gs-2899	132	12	methods	method	NOUN
gs-2899	132	13	of	of	ADP
gs-2899	132	14	analysis	analysis	NOUN
gs-2899	132	15	and	and	CCONJ
gs-2899	132	16	new	new	ADJ
gs-2899	132	17	approaches	approach	NOUN
gs-2899	132	18	to	to	ADP
gs-2899	132	19	the	the	DET
gs-2899	132	20	study	study	NOUN
gs-2899	132	21	of	of	ADP
gs-2899	132	22	monitoring	monitor	VERB
gs-2899	132	23	objects	object	NOUN
gs-2899	132	24	,	,	PUNCT
gs-2899	132	25	although	although	SCONJ
gs-2899	132	26	they	they	PRON
gs-2899	132	27	quickly	quickly	ADV
gs-2899	132	28	become	become	VERB
gs-2899	132	29	obsolete	obsolete	ADJ
gs-2899	132	30	.	.	PUNCT
gs-2899	133	1	commercial	commercial	ADJ
gs-2899	133	2	projects	project	NOUN
gs-2899	133	3	(	(	PUNCT
gs-2899	133	4	such	such	ADJ
gs-2899	133	5	as	as	ADP
gs-2899	133	6	iss	iss	PROPN
gs-2899	133	7	realsecure	realsecure	NOUN
gs-2899	133	8	,	,	PUNCT
gs-2899	133	9	symantec	symantec	ADJ
gs-2899	133	10	network	network	NOUN
gs-2899	133	11	security	security	NOUN
gs-2899	133	12	,	,	PUNCT
gs-2899	133	13	cisco	cisco	PROPN
gs-2899	133	14	ips	ips	PROPN
gs-2899	133	15	,	,	PUNCT
gs-2899	133	16	etc	etc	X
gs-2899	133	17	.	.	X
gs-2899	133	18	)	)	PUNCT
gs-2899	133	19	remain	remain	VERB
gs-2899	133	20	relevant	relevant	ADJ
gs-2899	133	21	longer	long	ADV
gs-2899	133	22	due	due	ADP
gs-2899	133	23	to	to	ADP
gs-2899	133	24	the	the	DET
gs-2899	133	25	support	support	NOUN
gs-2899	133	26	of	of	ADP
gs-2899	133	27	manufacturers	manufacturer	NOUN
gs-2899	133	28	.	.	PUNCT
gs-2899	134	1	the	the	DET
gs-2899	134	2	manufacturers	manufacturer	NOUN
gs-2899	134	3	provide	provide	VERB
gs-2899	134	4	ongoing	ongoing	ADJ
gs-2899	134	5	customer	customer	NOUN
gs-2899	134	6	support	support	NOUN
gs-2899	134	7	,	,	PUNCT
gs-2899	134	8	new	new	ADJ
gs-2899	134	9	attack	attack	NOUN
gs-2899	134	10	research	research	NOUN
gs-2899	134	11	,	,	PUNCT
gs-2899	134	12	and	and	CCONJ
gs-2899	134	13	signature	signature	NOUN
gs-2899	134	14	updates	update	VERB
gs-2899	134	15	.	.	PUNCT
gs-2899	135	1	therefore	therefore	ADV
gs-2899	135	2	,	,	PUNCT
gs-2899	135	3	it	it	PRON
gs-2899	135	4	can	can	AUX
gs-2899	135	5	be	be	AUX
gs-2899	135	6	noted	note	VERB
gs-2899	135	7	that	that	SCONJ
gs-2899	135	8	most	most	ADJ
gs-2899	135	9	of	of	ADP
gs-2899	135	10	the	the	DET
gs-2899	135	11	commercial	commercial	ADJ
gs-2899	135	12	research	research	NOUN
gs-2899	135	13	results	result	NOUN
gs-2899	135	14	are	be	AUX
gs-2899	135	15	abuse	abuse	NOUN
gs-2899	135	16	detection	detection	NOUN
gs-2899	135	17	systems	system	NOUN
gs-2899	135	18	,	,	PUNCT
gs-2899	135	19	namely	namely	ADV
gs-2899	135	20	handwriting	handwriting	NOUN
gs-2899	135	21	systems	system	NOUN
gs-2899	135	22	.	.	PUNCT
gs-2899	136	1	intrusion	intrusion	NOUN
gs-2899	136	2	detection	detection	NOUN
gs-2899	136	3	systems	system	NOUN
gs-2899	136	4	ids	ids	NOUN
gs-2899	136	5	(	(	PUNCT
gs-2899	136	6	intrusion	intrusion	NOUN
gs-2899	136	7	detection	detection	NOUN
gs-2899	136	8	system	system	NOUN
gs-2899	136	9	)	)	PUNCT
gs-2899	136	10	represent	represent	VERB
gs-2899	136	11	software	software	NOUN
gs-2899	136	12	and	and	CCONJ
gs-2899	136	13	hardwaresoftware	hardwaresoftware	NOUN
gs-2899	136	14	solutions	solution	NOUN
gs-2899	136	15	,	,	PUNCT
gs-2899	136	16	where	where	SCONJ
gs-2899	136	17	the	the	DET
gs-2899	136	18	processes	process	NOUN
gs-2899	136	19	of	of	ADP
gs-2899	136	20	collection	collection	NOUN
gs-2899	136	21	,	,	PUNCT
gs-2899	136	22	storage	storage	NOUN
gs-2899	136	23	and	and	CCONJ
gs-2899	136	24	analysis	analysis	NOUN
gs-2899	136	25	(	(	PUNCT
gs-2899	136	26	monitoring	monitoring	NOUN
gs-2899	136	27	)	)	PUNCT
gs-2899	136	28	of	of	ADP
gs-2899	136	29	events	event	NOUN
gs-2899	136	30	occurring	occur	VERB
gs-2899	136	31	in	in	ADP
gs-2899	136	32	a	a	DET
gs-2899	136	33	computer	computer	NOUN
gs-2899	136	34	system	system	NOUN
gs-2899	136	35	or	or	CCONJ
gs-2899	136	36	network	network	NOUN
gs-2899	136	37	are	be	AUX
gs-2899	136	38	automated	automate	VERB
gs-2899	136	39	,	,	PUNCT
gs-2899	136	40	and	and	CCONJ
gs-2899	136	41	these	these	DET
gs-2899	136	42	events	event	NOUN
gs-2899	136	43	are	be	AUX
gs-2899	136	44	independently	independently	ADV
gs-2899	136	45	analyzed	analyze	VERB
gs-2899	136	46	in	in	ADP
gs-2899	136	47	search	search	NOUN
gs-2899	136	48	of	of	ADP
gs-2899	136	49	signs	sign	NOUN
gs-2899	136	50	of	of	ADP
gs-2899	136	51	information	information	NOUN
gs-2899	136	52	security	security	NOUN
gs-2899	136	53	violations	violation	NOUN
gs-2899	136	54	.	.	PUNCT
gs-2899	137	1	these	these	DET
gs-2899	137	2	protection	protection	NOUN
gs-2899	137	3	systems	system	NOUN
gs-2899	137	4	exist	exist	VERB
gs-2899	137	5	as	as	ADP
gs-2899	137	6	programs	program	NOUN
gs-2899	137	7	that	that	PRON
gs-2899	137	8	can	can	AUX
gs-2899	137	9	display	display	VERB
gs-2899	137	10	a	a	DET
gs-2899	137	11	message	message	NOUN
gs-2899	137	12	that	that	PRON
gs-2899	137	13	a	a	DET
gs-2899	137	14	network	network	NOUN
gs-2899	137	15	attack	attack	NOUN
gs-2899	137	16	has	have	AUX
gs-2899	137	17	occurred	occur	VERB
gs-2899	137	18	at	at	ADP
gs-2899	137	19	that	that	DET
gs-2899	137	20	moment	moment	NOUN
gs-2899	137	21	.	.	PUNCT
gs-2899	138	1	systems	system	NOUN
gs-2899	138	2	that	that	PRON
gs-2899	138	3	are	be	AUX
gs-2899	138	4	used	use	VERB
gs-2899	138	5	to	to	PART
gs-2899	138	6	detect	detect	VERB
gs-2899	138	7	network	network	NOUN
gs-2899	138	8	attacks	attack	NOUN
gs-2899	138	9	solve	solve	VERB
gs-2899	138	10	only	only	ADV
gs-2899	138	11	one	one	NUM
gs-2899	138	12	specific	specific	ADJ
gs-2899	138	13	task	task	NOUN
gs-2899	138	14	protection	protection	NOUN
gs-2899	138	15	from	from	ADP
gs-2899	138	16	an	an	DET
gs-2899	138	17	external	external	ADJ
gs-2899	138	18	attacker	attacker	NOUN
gs-2899	138	19	who	who	PRON
gs-2899	138	20	tries	try	VERB
gs-2899	138	21	to	to	PART
gs-2899	138	22	bypass	bypass	VERB
gs-2899	138	23	protection	protection	NOUN
gs-2899	138	24	systems	system	NOUN
gs-2899	138	25	and	and	CCONJ
gs-2899	138	26	gain	gain	VERB
gs-2899	138	27	access	access	NOUN
gs-2899	138	28	to	to	ADP
gs-2899	138	29	a	a	DET
gs-2899	138	30	local	local	ADJ
gs-2899	138	31	local	local	ADJ
gs-2899	138	32	network	network	NOUN
gs-2899	138	33	,	,	PUNCT
gs-2899	138	34	but	but	CCONJ
gs-2899	138	35	the	the	DET
gs-2899	138	36	problem	problem	NOUN
gs-2899	138	37	of	of	ADP
gs-2899	138	38	protection	protection	NOUN
gs-2899	138	39	from	from	ADP
gs-2899	138	40	internal	internal	ADJ
gs-2899	138	41	threats	threat	NOUN
gs-2899	138	42	remains	remain	VERB
gs-2899	138	43	an	an	DET
gs-2899	138	44	unsolved	unsolved	ADJ
gs-2899	138	45	task	task	NOUN
gs-2899	138	46	.	.	PUNCT
gs-2899	139	1	all	all	DET
gs-2899	139	2	known	know	VERB
gs-2899	139	3	ids	id	NOUN
gs-2899	139	4	are	be	AUX
gs-2899	139	5	conditionally	conditionally	ADV
gs-2899	139	6	divided	divide	VERB
gs-2899	139	7	into	into	ADP
gs-2899	139	8	three	three	NUM
gs-2899	139	9	classes	class	NOUN
gs-2899	139	10	:	:	PUNCT
gs-2899	139	11	network	network	NOUN
gs-2899	139	12	ids	ids	NOUN
gs-2899	139	13	(	(	PUNCT
gs-2899	139	14	network	network	NOUN
gs-2899	139	15	-	-	PUNCT
gs-2899	139	16	based	base	VERB
gs-2899	139	17	ids	id	NOUN
gs-2899	139	18	,	,	PUNCT
gs-2899	139	19	nids	nid	NOUN
gs-2899	139	20	)	)	PUNCT
gs-2899	139	21	;	;	PUNCT
gs-2899	139	22	nodal	nodal	NOUN
gs-2899	139	23	ids	ids	NOUN
gs-2899	139	24	(	(	PUNCT
gs-2899	139	25	host	host	NOUN
gs-2899	139	26	-	-	PUNCT
gs-2899	139	27	based	base	VERB
gs-2899	139	28	ids	id	NOUN
gs-2899	139	29	,	,	PUNCT
gs-2899	139	30	hids	hid	NOUN
gs-2899	139	31	)	)	PUNCT
gs-2899	139	32	;	;	PUNCT
gs-2899	139	33	hybrid	hybrid	ADJ
gs-2899	139	34	ids	id	NOUN
gs-2899	139	35	(	(	PUNCT
gs-2899	139	36	hybrid	hybrid	ADJ
gs-2899	139	37	ids	id	NOUN
gs-2899	139	38	)	)	PUNCT
gs-2899	139	39	.	.	PUNCT
gs-2899	140	1	node	node	ADJ
gs-2899	140	2	ids	id	NOUN
gs-2899	140	3	can	can	AUX
gs-2899	140	4	be	be	AUX
gs-2899	140	5	further	far	ADV
gs-2899	140	6	divided	divide	VERB
gs-2899	140	7	into	into	ADP
gs-2899	140	8	two	two	NUM
gs-2899	140	9	subclasses	subclass	NOUN
gs-2899	140	10	:	:	PUNCT
gs-2899	140	11	system	system	NOUN
gs-2899	140	12	level	level	NOUN
gs-2899	140	13	ids	id	NOUN
gs-2899	140	14	and	and	CCONJ
gs-2899	140	15	application	application	NOUN
gs-2899	140	16	level	level	NOUN
gs-2899	140	17	ids	id	NOUN
gs-2899	140	18	(	(	PUNCT
gs-2899	140	19	application	application	NOUN
gs-2899	140	20	-	-	PUNCT
gs-2899	140	21	based	base	VERB
gs-2899	140	22	ids	id	NOUN
gs-2899	140	23	)	)	PUNCT
gs-2899	140	24	.	.	PUNCT
gs-2899	141	1	keywords	keyword	NOUN
gs-2899	141	2	:	:	PUNCT
gs-2899	141	3	intrusion	intrusion	NOUN
gs-2899	141	4	detection	detection	NOUN
gs-2899	141	5	system	system	NOUN
gs-2899	141	6	snort	snort	VERB
gs-2899	141	7	.	.	PUNCT
gs-2899	142	1	intrusion	intrusion	NOUN
gs-2899	142	2	detection	detection	NOUN
gs-2899	142	3	system	system	NOUN
gs-2899	142	4	bro	bro	PROPN
gs-2899	142	5	.	.	PROPN
gs-2899	142	6	intrusion	intrusion	NOUN
gs-2899	142	7	detection	detection	NOUN
gs-2899	142	8	system	system	NOUN
gs-2899	142	9	stat	stat	NOUN
gs-2899	142	10	.	.	PUNCT
gs-2899	143	1	prelude	prelude	PROPN
gs-2899	143	2	intrusion	intrusion	NOUN
gs-2899	143	3	detection	detection	NOUN
gs-2899	143	4	system	system	NOUN
gs-2899	143	5	.	.	PUNCT
gs-2899	144	1	intrusion	intrusion	NOUN
gs-2899	144	2	detection	detection	NOUN
gs-2899	144	3	system	system	NOUN
gs-2899	144	4	ossec	ossec	PROPN
gs-2899	144	5	.	.	PUNCT
gs-2899	144	6	hardware	hardware	NOUN
gs-2899	144	7	and	and	CCONJ
gs-2899	144	8	software	software	NOUN
gs-2899	144	9	tool	tool	PROPN
gs-2899	144	10	cisco	cisco	PROPN
gs-2899	144	11	secure	secure	VERB
gs-2899	144	12	ips	ip	NOUN
gs-2899	144	13	.	.	PUNCT
gs-2899	144	14	intrusion	intrusion	NOUN
gs-2899	144	15	detection	detection	NOUN
gs-2899	144	16	system	system	NOUN
gs-2899	144	17	realsecure	realsecure	NOUN
gs-2899	144	18	(	(	PUNCT
gs-2899	144	19	ibm	ibm	PROPN
gs-2899	144	20	iss	iss	PROPN
gs-2899	144	21	)	)	PUNCT
gs-2899	144	22	.	.	PUNCT
gs-2899	145	1	intrusion	intrusion	NOUN
gs-2899	145	2	detection	detection	NOUN
gs-2899	145	3	system	system	NOUN
gs-2899	145	4	symantec	symantec	ADJ
gs-2899	145	5	network	network	NOUN
gs-2899	145	6	security	security	NOUN
gs-2899	145	7	.	.	PUNCT
gs-2899	146	1	system	system	NOUN
gs-2899	146	2	etrust	etrust	PROPN
gs-2899	146	3	intrusion	intrusion	NOUN
gs-2899	146	4	detection	detection	NOUN
gs-2899	146	5	computer	computer	NOUN
gs-2899	146	6	associates	associate	NOUN
gs-2899	146	7	.	.	PUNCT