Datasets:

wassim249
/

VC-IDS

Dataset card Data Studio Files Files and versions Community

Split (3)

train · 113k rows

duration int64 0 42.9k	protocol_type stringclasses 3 values	service stringclasses 70 values	flag stringclasses 11 values	src_bytes int64 0 1.38B	dst_bytes int64 0 1.31B	logged_in int64 0 1	count int64 0 511	srv_count int64 0 511	serror_rate float64 0 1	srv_serror_rate float64 0 1	rerror_rate float64 0 1	srv_rerror_rate float64 0 1	same_srv_rate float64 0 1	diff_srv_rate float64 0 1	srv_diff_host_rate float64 0 1	dst_host_count int64 0 255	dst_host_srv_count int64 0 255	dst_host_same_srv_rate float64 0 1	dst_host_diff_srv_rate float64 0 1	dst_host_same_src_port_rate float64 0 1	dst_host_srv_diff_host_rate float64 0 1	dst_host_serror_rate float64 0 1	dst_host_srv_serror_rate float64 0 1	dst_host_rerror_rate float64 0 1	dst_host_srv_rerror_rate float64 0 1	label stringclasses 23 values	__index_level_0__ int64 0 126k
0	tcp	http	SF	282	2,573	1	9	12	0	0	0	0	1	0	0.33	45	122	1	0	0.02	0.05	0	0	0	0.01	normal	30,263
0	tcp	http	SF	202	303	1	11	11	0	0	0	0	1	0	0	13	255	1	0	0.08	0.04	0	0	0	0	normal	42,406
0	tcp	http	SF	258	1,341	1	32	34	0	0	0	0	1	0	0.09	88	255	1	0	0.01	0.02	0	0	0	0	normal	10,656
0	tcp	http	REJ	0	0	0	24	24	0	0	0.92	0.92	1	0	0	58	255	1	0	0.02	0.16	0	0	0.95	0.99	normal	91,090
0	tcp	ftp_data	SF	2,056	0	0	5	5	0	0	0	0	1	0	0	255	102	0.4	0.02	0.4	0	0	0	0	0	normal	67,492
0	tcp	smtp	SF	2,500	335	1	1	1	0	0	0	0	1	0	0	255	95	0.37	0.03	0	0	0	0	0	0	normal	69,326
0	udp	domain_u	SF	45	78	0	121	122	0	0	0	0	0.99	0.02	0.02	255	241	0.95	0.01	0	0	0	0	0	0	normal	94,657
0	tcp	private	REJ	0	0	0	286	18	0	0	1	1	0.06	0.06	0	255	18	0.07	0.06	0	0	0	0	1	1	neptune	90,433
0	tcp	ldap	S0	0	0	0	90	3	1	1	0	0	0.03	0.07	0	255	5	0.02	0.07	0	0	1	1	0	0	neptune	124,201
0	tcp	http	SF	214	307	1	5	5	0	0	0	0	1	0	0	225	255	1	0	0	0.01	0	0	0	0	normal	113,905
0	tcp	finger	S0	0	0	0	49	14	1	1	0	0	0.29	0.08	0	255	65	0.25	0.03	0.01	0	1	1	0	0	neptune	69,643
0	tcp	smtp	SF	1,086	330	1	1	1	0	0	0	0	1	0	0	42	27	0.64	0.12	0.02	0	0	0	0	0	normal	109,452
37,874	tcp	private	RSTR	1	0	0	2	2	0	0	1	1	1	0	0	255	2	0.01	0.5	1	0	0	0	1	1	portsweep	1,494
0	tcp	http	SF	321	1,680	1	8	9	0	0	0	0	1	0	0.22	58	255	1	0	0.02	0.03	0	0	0	0	normal	97,223
0	tcp	nnsp	REJ	0	0	0	83	16	0	0	1	1	0.19	0.07	0	255	16	0.06	0.07	0	0	0	0	1	1	neptune	88,102
0	tcp	mtp	S0	0	0	0	290	23	1	1	0	0	0.08	0.05	0	255	23	0.09	0.05	0	0	1	1	0	0	neptune	125,891
0	tcp	iso_tsap	S0	0	0	0	275	13	1	1	0	0	0.05	0.05	0	255	13	0.05	0.05	0	0	1	1	0	0	neptune	113,001
0	tcp	ftp_data	SF	383	0	1	2	2	0	0	0	0	1	0	0	237	81	0.34	0.02	0.34	0	0	0	0	0	normal	48,287
0	icmp	urp_i	SF	78	0	0	35	5	0	0	0	0	0.14	0.06	0	255	23	0.09	0.01	0.09	0	0	0	0	0	normal	71,133
8,277	tcp	other	RSTR	1	0	0	2	2	0	0	1	1	1	0	0	255	2	0.01	0.65	1	0	0	0	1	1	portsweep	62,181
0	tcp	http	SF	171	6,172	1	6	6	0	0	0	0	1	0	0	29	255	1	0	0.03	0.04	0	0	0	0	normal	125,029
0	tcp	http	SF	201	1,623	1	25	25	0	0	0	0	1	0	0	80	255	1	0	0.01	0.01	0	0	0	0	normal	81,551
9,883	tcp	other	RSTR	1	0	0	2	2	0	0	1	1	1	0	0	255	2	0.01	0.74	1	0	0	0	1	1	portsweep	55,119
0	udp	domain_u	SF	32	0	0	1	2	0	0	0	0	1	0	1	219	9	0.04	0.06	0.04	0.22	0.02	0	0	0	normal	58,506
0	tcp	systat	REJ	0	0	0	268	5	0	0	1	1	0.02	0.06	0	255	5	0.02	0.07	0	0	0	0	1	1	neptune	81,326
0	tcp	http	REJ	0	0	0	1	1	0	0	1	1	1	0	0	8	251	1	0	0.12	0.14	0	0	1	0.96	normal	18,978
0	tcp	telnet	S0	0	0	0	9	2	1	1	0	0	0.22	0.22	0	255	45	0.18	0.04	0	0	1	1	0	0	neptune	114,532
0	tcp	http_443	REJ	0	0	0	110	19	0	0	1	1	0.17	0.07	0	255	19	0.07	0.07	0	0	0	0	1	1	neptune	95,036
0	tcp	private	S0	0	0	0	149	19	1	1	0	0	0.13	0.06	0	255	16	0.06	0.06	0	0	1	1	0	0	neptune	93,015
0	udp	domain_u	SF	42	108	0	141	221	0	0	0	0	1	0	0.01	255	255	1	0	0	0	0	0	0	0	normal	24,403
0	icmp	eco_i	SF	18	0	0	1	1	0	0	0	0	1	0	0	1	237	1	0	1	1	0	0	0	0	ipsweep	101,122
0	icmp	eco_i	SF	8	0	0	1	46	0	0	0	0	1	0	1	1	3	1	0	1	0.67	0	0	0	0	ipsweep	81,780
0	tcp	telnet	RSTO	0	0	0	263	8	0	0	1	1	0.03	0.06	0	255	8	0.03	0.07	0	0	0	0	1	1	neptune	66,871
0	tcp	http	SF	212	1,227	1	3	4	0	0	0	0	1	0	0.5	81	81	1	0	0.01	0	0	0	0	0	normal	96,672
0	tcp	http	SF	267	540	1	20	23	0	0	0	0	1	0	0.17	90	250	1	0	0.01	0.1	0	0	0.14	0.34	normal	110,465
0	udp	other	SF	147	0	0	5	1	0	0	0	0	0.2	0.6	0	255	1	0	0.67	1	0	0	0	0	0	normal	37,086
0	tcp	name	S0	0	0	0	289	22	1	1	0	0	0.08	0.05	0	255	22	0.09	0.05	0	0	1	1	0	0	neptune	42,144
0	udp	domain_u	SF	45	129	0	80	160	0	0	0	0	1	0	0.01	255	254	1	0.01	0	0	0	0	0	0	normal	89,191
0	tcp	http	SF	346	353	1	4	4	0	0	0	0	1	0	0	128	255	1	0	0.01	0.03	0	0	0	0	normal	118,463
0	tcp	private	S0	0	0	0	206	13	1	1	0	0	0.06	0.05	0	255	13	0.05	0.05	0	0	1	1	0	0	neptune	52,168
0	tcp	private	RSTR	0	0	0	1	1	0	0	1	1	1	0	0	80	1	0.01	0.41	0.4	0	0.08	0	0.38	1	portsweep	22,084
0	tcp	login	S0	0	0	0	146	17	1	1	0	0	0.12	0.06	0	255	17	0.07	0.06	0	0	1	1	0	0	neptune	9,796
0	tcp	http	SF	202	674	1	7	7	0	0	0	0	1	0	0	92	255	1	0	0.01	0.03	0	0	0	0	normal	2,069
3	tcp	smtp	SF	1,834	365	1	1	2	0	0	0	0	1	0	1	118	142	0.75	0.03	0.01	0.01	0	0	0	0	normal	80,750
0	tcp	ftp_data	SF	10,406	0	1	1	1	0	0	0	0	1	0	0	163	113	0.33	0.03	0.33	0.02	0	0	0	0	normal	68,328
0	tcp	private	S0	0	0	0	144	13	1	1	0	0	0.09	0.05	0	255	13	0.05	0.04	0	0	1	1	0	0	neptune	77,024
0	tcp	vmnet	S0	0	0	0	222	10	1	1	0	0	0.05	0.07	0	255	10	0.04	0.09	0	0	1	1	0	0	neptune	48,554
0	tcp	private	S0	0	0	0	148	20	1	1	0	0	0.14	0.05	0	255	3	0.01	0.07	0	0	1	1	0	0	neptune	17,832
0	tcp	http	S0	0	0	0	2	8	0.5	0.25	0	0	1	0	0.5	15	255	1	0	0.13	0.03	0.07	0.01	0	0	normal	52,551
0	tcp	nnsp	S0	0	0	0	127	15	1	1	0	0	0.12	0.06	0	255	6	0.02	0.07	0	0	1	1	0	0	neptune	12,568
0	icmp	urp_i	SF	181	0	0	4	2	0	0	0	0	0.5	0.75	0	255	23	0.09	0.01	0.11	0	0	0	0	0	normal	118,628
0	tcp	other	REJ	0	0	0	363	1	0.06	0	0.91	1	0	1	0	255	1	0	1	0	0	0.08	0	0.9	1	satan	12,693
0	tcp	http	SF	310	8,222	1	1	3	0	0	0	0	1	0	1	59	255	1	0	0.02	0.03	0	0.01	0	0	normal	30,078
0	tcp	http	SF	293	128	1	3	3	0	0	0	0	1	0	0	255	255	1	0	0	0	0	0	0	0	normal	71,727
0	icmp	urp_i	SF	78	0	0	10	4	0	0	0	0	0.4	0.2	0	255	21	0.08	0.01	0.08	0	0	0	0	0	normal	92,905
2	tcp	smtp	SF	2,371	335	1	1	3	0	0	0	0	1	0	1	125	163	0.74	0.03	0.01	0.02	0	0	0	0	normal	30,163
0	tcp	smtp	SF	621	333	1	1	1	0	0	0	0	1	0	0	102	66	0.6	0.03	0.01	0.03	0	0	0	0	normal	31,268
0	tcp	http	REJ	0	0	0	11	11	0	0	0.64	0.64	1	0	0	29	109	1	0	0.03	0.18	0	0	0.86	0.96	normal	10,686
0	tcp	mtp	REJ	0	0	0	2	1	0	0	1	1	0.5	1	0	255	1	0	1	1	0	0	0	1	1	portsweep	82,987
0	tcp	http	SF	217	940	1	10	14	0	0	0	0	1	0	0.21	255	255	1	0	0	0	0	0	0	0	normal	107,710
0	tcp	http	SF	240	6,271	1	1	1	0	0	0	0	1	0	0	27	255	1	0	0.04	0.04	0	0	0	0	normal	117,974
0	tcp	http	SF	292	2,591	1	3	3	0	0	0	0	1	0	0	3	255	1	0	0.33	0.03	0	0	0	0	normal	72,183
0	tcp	http	SF	234	3,692	1	45	48	0	0	0	0	1	0	0.04	101	255	1	0	0.01	0.03	0	0	0	0	normal	32,990
4	tcp	http	REJ	0	0	0	1	1	0	0	1	1	1	0	0	176	144	0.82	0.03	0.01	0	0	0	0.82	1	normal	24,574
0	tcp	other	REJ	0	0	0	326	1	0.06	0	0.9	1	0	1	0	255	1	0	1	0	0	0.08	0	0.89	1	satan	118,619
0	tcp	ftp_data	SF	501,760	0	0	2	13	0	0	0	0	1	0	0.15	255	30	0.12	0.07	0.12	0	0.81	0	0	0	normal	112,568
0	tcp	bgp	S0	0	0	0	216	21	1	1	0	0	0.1	0.06	0	255	21	0.08	0.07	0	0	1	1	0	0	neptune	87,717
0	tcp	finger	S0	0	0	0	25	6	1	1	0	0	0.24	0.16	0	255	63	0.25	0.02	0.02	0	1	1	0	0	neptune	64,598
0	tcp	http	SF	340	4,701	1	4	7	0	0	0	0	1	0	0.29	73	255	1	0	0.01	0.04	0	0	0	0	normal	52,509
0	tcp	other	S0	0	0	0	249	12	1	1	0	0	0.05	0.06	0	255	12	0.05	0.08	0	0	1	1	0	0	neptune	119,208
0	udp	domain_u	SF	43	107	0	2	2	0	0	0	0	0.5	1	1	255	234	0.92	0.01	0	0	0	0	0.02	0	normal	108,041
0	tcp	private	S0	0	0	0	289	7	1	1	0	0	0.02	0.06	0	255	8	0.03	0.08	0	0	1	1	0	0	neptune	105,325
0	tcp	ftp_data	SF	9	0	1	1	2	0	0	0	0	1	0	1	7	46	0.29	0.29	0.29	0.07	0	0.02	0	0	normal	116,349
0	icmp	ecr_i	SF	1,032	0	0	162	162	0	0	0	0	1	0	0	255	162	0.64	0.01	0.64	0	0	0	0	0	smurf	61,595
0	tcp	private	S0	0	0	0	173	3	1	1	0	0	0.02	0.07	0	255	18	0.07	0.06	0	0	1	1	0	0	neptune	109,926
0	tcp	http	SF	273	3,468	1	1	1	0	0	0	0	1	0	0	255	255	1	0	0	0	0	0	0	0	normal	90,510
0	tcp	http_443	S0	0	0	0	110	11	1	1	0	0	0.1	0.05	0	255	2	0.01	0.07	0	0	1	1	0	0	neptune	34,561
0	tcp	time	RSTO	0	0	0	203	1	0	0	1	1	0	0.07	0	255	1	0	0.07	0	0	0	0	1	1	neptune	45,490
0	tcp	private	S0	0	0	0	116	17	1	1	0	0	0.15	0.05	0	172	17	0.1	0.06	0.01	0	1	1	0	0	neptune	47,005
0	tcp	http	SF	227	23,473	1	7	7	0	0	0	0	1	0	0	91	255	1	0	0.01	0.03	0	0	0	0	normal	17,829
0	tcp	http	SF	303	25,087	1	7	7	0	0	0	0	1	0	0	25	255	1	0	0.04	0.09	0	0	0	0	normal	52,794
1	tcp	private	RSTR	0	0	0	306	2	0	0	1	1	0.01	0.5	0	255	2	0.01	0.5	1	0	0	0	1	1	portsweep	63,752
0	tcp	http	S0	0	0	0	57	20	1	1	0	0	0.35	0.07	0	255	67	0.26	0.02	0	0	1	1	0	0	neptune	108,361
0	tcp	ftp_data	SF	7,162	0	1	7	7	0	0	0	0	1	0	0	196	90	0.44	0.02	0.44	0.02	0	0	0	0	normal	47,735
0	tcp	Z39_50	REJ	0	0	0	140	13	0	0	1	1	0.09	0.06	0	255	3	0.01	0.07	0	0	0	0	1	1	neptune	53,589
0	tcp	http	SF	330	1,053	1	20	20	0	0	0	0	1	0	0	255	255	1	0	0	0	0	0	0	0	normal	28,443
0	tcp	smtp	SF	929	331	1	1	1	0	0	0	0	1	0	0	255	9	0.04	0.66	0	0	0	0	0	0	normal	95,516
0	tcp	http	SF	226	53,306	1	12	13	0	0	0	0	1	0	0.15	55	255	1	0	0.02	0.03	0.02	0	0	0	normal	125,751
0	icmp	ecr_i	SF	1,032	0	0	511	511	0	0	0	0	1	0	0	255	37	0.15	0.08	0.15	0	0.07	0	0	0	smurf	10,360
0	tcp	http	REJ	0	0	0	1	1	0	0	1	1	1	0	0	3	255	1	0	0.33	0.08	0	0	1	0.29	normal	28,385
0	tcp	http	SF	218	2,658	1	34	34	0	0	0	0	1	0	0	255	255	1	0	0	0	0	0	0	0	normal	78,331
0	tcp	login	S0	0	0	0	2	2	1	1	0	0	1	0	0	255	2	0.01	0.07	0	0	1	1	0	0	neptune	112,131
0	tcp	private	S0	0	0	0	117	16	1	1	0	0	0.14	0.06	0	255	5	0.02	0.06	0	0	1	1	0	0	neptune	19,494
0	tcp	smtp	SF	5,248	334	1	1	2	0	0	0	0	1	0	1	142	151	0.48	0.04	0.01	0.01	0	0	0	0	normal	91,809
0	tcp	http	SF	373	753	1	10	10	0	0	0	0	1	0	0	198	255	1	0	0.01	0.01	0	0	0.06	0.05	normal	73,977
0	udp	domain_u	SF	36	0	0	1	2	0	0	0	0	1	0	1	244	34	0.1	0.02	0.1	0.06	0	0	0	0	normal	70,162
0	tcp	pop_3	SF	94	7,466	1	1	1	0	0	0	0	1	0	0	78	1	0.01	0.06	0.01	0	0	0	0	0	normal	5,533
0	icmp	ecr_i	SF	1,032	0	0	370	370	0	0	0	0	1	0	0	255	255	1	0	1	0	0	0	0	0	smurf	61,545
0	tcp	ftp_data	SF	7,233	0	1	10	10	0	0	0	0	1	0	0	54	103	0.37	0.09	0.37	0.02	0	0	0	0	normal	17,705
0	udp	domain_u	SF	43	69	0	118	118	0	0	0	0	1	0	0	255	224	0.88	0.01	0	0	0	0	0	0	normal	4,465

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