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	smtp	SF	2,157	387	1	1	1	0	0	0	0	1	0	0	255	132	0.52	0.01	0	0	0.74	0.76	0	0	normal	7,908
17,924	tcp	other	RSTR	1	0	0	2	2	0	0	1	1	1	0	0	255	2	0.01	0.73	1	0	0	0	1	1	portsweep	103,002
0	tcp	other	REJ	0	0	0	509	1	0.16	0	0.84	1	0	1	0	255	1	0	1	0	0	0.06	0	0.94	1	satan	28,277
63	tcp	smtp	SF	12,313	1,408	1	1	1	0	0	0	0	1	0	0	110	88	0.8	0.03	0.01	0	0	0	0	0	normal	119,857
4,440	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	87,165
0	tcp	private	REJ	0	0	0	420	1	0	0	1	1	0	0.52	0	255	1	0	0.52	1	0	0	0	1	1	portsweep	115,202
0	tcp	private	S0	0	0	0	204	11	1	1	0	0	0.05	0.07	0	255	11	0.04	0.07	0	0	1	1	0	0	neptune	116,603
0	tcp	private	S0	0	0	0	171	14	1	1	0	0	0.08	0.06	0	255	14	0.05	0.07	0	0	1	1	0	0	neptune	125,856
0	tcp	http	REJ	0	0	0	1	1	0	0	1	1	1	0	0	1	214	1	0	1	0.04	0	0	1	0.44	normal	63,479
0	udp	domain_u	SF	45	73	0	309	309	0	0	0	0	1	0	0	255	219	0.86	0.01	0	0	0	0	0	0	normal	89,003
0	tcp	http	SF	233	1,842	1	11	11	0	0	0	0	1	0	0	11	255	1	0	0.09	0.04	0	0	0	0	normal	109,699
0	icmp	eco_i	SF	8	0	0	1	30	0	0	0	0	1	0	1	2	176	1	0	1	0.5	0	0	0	0	ipsweep	20,592
0	udp	other	SF	516	4	0	209	209	0	0	0	0	1	0	0	209	209	1	0	1	0	0	0	0	0	normal	25,609
0	udp	domain_u	SF	45	129	0	70	142	0	0	0	0	1	0	0.01	255	255	1	0	0	0	0	0	0	0	normal	10,231
9	udp	domain_u	SF	92	39	0	1	1	0	0	0	0	1	0	0	29	29	1	0	1	0	0	0	0	0	normal	121,651
0	tcp	http	SF	325	277	1	7	7	0	0	0	0	1	0	0	255	239	0.94	0.02	0	0	0	0	0	0	normal	113,046
0	icmp	eco_i	SF	8	0	0	1	9	0	0	0	0	1	0	1	1	21	1	0	1	0.52	0	0	0	0	ipsweep	120,582
0	udp	domain_u	SF	44	70	0	257	257	0	0	0	0	1	0	0	255	254	1	0.01	0	0	0	0	0	0	normal	51,461
0	tcp	http	SF	305	14,638	1	6	6	0.17	0.17	0	0	1	0	0	255	255	1	0	0	0	0	0	0	0	normal	47,133
0	udp	domain_u	SF	33	33	0	2	4	0	0	0	0	1	0	0.5	255	250	0.98	0.01	0	0	0	0	0	0	normal	21,373
0	tcp	http	REJ	0	0	0	1	3	0	0	1	0.33	1	0	0.67	1	255	1	0	1	0.11	0	0	1	1	normal	77,465
0	tcp	http	SF	243	821	1	6	15	0	0	0	0	1	0	0.2	255	255	1	0	0	0	0	0	0	0	normal	86,912
0	tcp	ftp_data	SF	854	0	0	1	1	0	0	0	0	1	0	0	190	71	0.22	0.02	0.22	0.03	0	0	0	0	normal	74,551
0	tcp	http	SF	328	9,262	1	8	10	0	0	0	0	1	0	0.2	229	255	1	0	0	0.01	0	0	0	0	normal	74,532
0	icmp	eco_i	SF	8	0	0	1	34	0	0	0	0	1	0	1	2	46	1	0	1	0.52	0	0	0	0	ipsweep	49,653
0	tcp	private	S0	0	0	0	207	9	1	1	0	0	0.04	0.05	0	255	20	0.08	0.07	0	0	1	1	0	0	neptune	57,930
0	tcp	sql_net	REJ	0	0	0	229	17	0	0	1	1	0.07	0.07	0	255	17	0.07	0.08	0	0	0	0	1	1	neptune	80,150
0	tcp	ftp_data	S0	0	0	0	53	11	0.96	1	0.04	0	0.21	0.11	0	255	38	0.15	0.04	0	0	1	1	0	0	neptune	14,429
0	tcp	smtp	SF	768	333	1	1	1	0	0	0	0	1	0	0	183	174	0.66	0.04	0.01	0.01	0.01	0.01	0	0	normal	54,836
0	tcp	name	S0	0	0	0	198	20	1	1	0	0	0.1	0.06	0	255	20	0.08	0.07	0	0	1	1	0	0	neptune	113,666
0	tcp	smtp	SF	1,714	329	1	1	1	0	0	0	0	1	0	0	1	1	1	0	1	0	0	0	0	0	normal	19,654
0	udp	other	SF	516	4	0	397	397	0	0	0	0	1	0	0	255	255	1	0	1	0	0	0	0	0	normal	35,760
0	tcp	netstat	S0	0	0	0	132	3	1	1	0	0	0.02	0.06	0	255	2	0.01	0.07	0	0	1	1	0	0	neptune	108,705
0	tcp	http	REJ	0	0	0	1	2	0	0	1	1	1	0	1	2	255	1	0	0.5	0.07	0	0	1	0.84	normal	81,442
0	tcp	http	SF	309	314	1	29	45	0	0	0	0	1	0	0.07	255	255	1	0	0	0	0	0	0	0	normal	110,393
0	tcp	systat	REJ	0	0	0	254	9	0	0	1	1	0.04	0.07	0	255	9	0.04	0.08	0	0	0	0	1	1	neptune	88,083
0	tcp	http	SF	302	19,046	1	4	4	0	0	0	0	1	0	0	4	255	1	0	0.25	0.03	0	0.01	0	0	normal	51,468
0	tcp	http	SF	289	1,719	1	26	28	0	0	0	0	1	0	0.11	255	255	1	0	0	0	0	0	0	0	normal	22,961
4	tcp	smtp	SF	971	330	1	1	2	0	0	0	0	1	0	1	176	144	0.82	0.02	0.01	0	0.01	0.01	0	0	normal	58,994
0	tcp	http	SF	273	4,834	1	1	1	0	0	0	0	1	0	0	6	9	1	0	0.17	0.22	0	0	0	0	normal	22,832
0	tcp	http	SF	234	8,837	1	1	1	0	0	0	0	1	0	0	43	255	1	0	0.02	0.02	0	0	0	0	normal	116,851
0	udp	private	SF	105	146	0	1	1	0	0	0	0	1	0	0	43	39	0.91	0.05	0.02	0	0	0	0	0	normal	62,783
0	tcp	http	SF	295	27,221	1	2	2	0	0	0	0	1	0	0	10	255	1	0	0.1	0.04	0	0	0	0	normal	45,381
0	tcp	http	SF	309	435	1	16	16	0.12	0.12	0	0	1	0	0	62	255	1	0	0.02	0.03	0.02	0	0	0	normal	117,823
0	tcp	ftp_data	S0	0	0	0	2	1	1	1	0	0	0.5	1	0	255	70	0.27	0.02	0	0	1	1	0	0	neptune	59,005
0	tcp	http	REJ	0	0	0	1	1	0	0	1	1	1	0	0	42	123	1	0	0.02	0.04	0	0	0.93	0.66	normal	14,461
0	tcp	http	SF	192	2,442	1	1	2	0	0	0	0	1	0	1	6	255	1	0	0.17	0.05	0	0	0	0	normal	105,068
0	tcp	http	SF	312	1,611	1	17	17	0	0	0	0	1	0	0	78	255	1	0	0.01	0.04	0	0	0	0	normal	87,761
0	tcp	private	S0	0	0	0	280	15	1	1	0	0	0.05	0.06	0	255	18	0.07	0.06	0	0	1	1	0	0	neptune	105,977
0	tcp	bgp	REJ	0	0	0	277	1	0	0	1	1	0	0.53	0	255	1	0	0.52	1	0	0	0	1	1	portsweep	81,455
0	tcp	http	S0	0	0	0	240	5	1	0.8	0	0.2	0.02	0.06	0.4	255	7	0.03	0.07	0	0	1	1	0	0	neptune	44,164
0	tcp	http	SF	234	17,623	1	3	3	0	0	0	0	1	0	0	255	255	1	0	0	0	0	0	0	0	normal	34,251
0	tcp	ftp_data	SF	748	0	0	1	1	0	0	0	0	1	0	0	162	39	0.14	0.02	0.14	0.05	0	0.03	0	0	normal	109,453
0	udp	ntp_u	SF	48	48	0	1	1	0	0	0	0	1	0	0	57	9	0.16	0.07	0.16	0	0	0	0	0	normal	58,749
0	udp	domain_u	SF	45	131	0	48	110	0	0	0	0	1	0	0.02	255	191	0.75	0.01	0	0	0	0	0	0	normal	100,548
0	tcp	netbios_dgm	S0	0	0	0	196	6	1	1	0	0	0.03	0.07	0	255	6	0.02	0.07	0	0	1	1	0	0	neptune	76,164
0	tcp	private	REJ	0	0	0	194	1	0	0	1	1	0.01	0.08	0	255	1	0	0.07	0	0	0	0	1	1	neptune	20,518
0	tcp	ftp_data	SF	334	0	1	1	1	0	0	0	0	1	0	0	1	17	1	0	1	0.24	0	0	0	0	warezclient	550
0	tcp	http	S0	0	0	0	21	12	1	0.92	0	0.08	0.52	0.1	0.17	181	51	0.28	0.02	0.01	0	1	1	0	0	neptune	27,774
0	tcp	http	REJ	0	0	0	7	7	0	0	0.43	0.43	1	0	0	20	100	1	0	0.05	0.2	0	0	0.8	0.96	normal	53,830
0	udp	domain_u	SF	43	43	0	80	80	0	0	0	0	1	0	0	255	194	0.76	0.01	0.01	0	0	0	0	0	normal	34,702
0	tcp	http	SF	232	1,617	1	12	22	0	0	0	0	1	0	0.09	55	255	1	0	0.02	0.04	0	0	0	0	normal	101,693
0	udp	other	SF	516	4	0	176	176	0	0	0	0	1	0	0	176	176	1	0	1	0	0	0	0	0	normal	75,970
0	tcp	http	S0	0	0	0	281	9	1	1	0	0	0.03	0.06	0	255	9	0.04	0.07	0	0	1	1	0	0	neptune	65,470
0	tcp	http	REJ	0	0	0	1	1	0	0	1	1	1	0	0	6	255	1	0	0.17	0.09	0	0	1	0.74	normal	38,256
0	tcp	ctf	S0	0	0	0	212	24	1	1	0	0	0.11	0.05	0	255	24	0.09	0.05	0	0	1	1	0	0	neptune	49,872
0	tcp	http	SF	330	6,010	1	20	20	0	0	0	0	1	0	0	20	255	1	0	0.05	0.05	0	0.01	0	0	normal	93,311
12,672	tcp	other	RSTR	16,980,502	0	0	1	1	0	0	1	1	1	0	0	255	1	0	0.65	1	0	0	0	1	1	portsweep	82,355
0	tcp	http	SF	215	1,416	1	18	36	0	0	0	0	1	0	0.11	19	255	1	0	0.05	0.04	0	0	0.05	0.04	normal	78,085
0	icmp	ecr_i	SF	520	0	0	280	280	0	0	0	0	1	0	0	255	255	1	0	1	0	0	0	0	0	smurf	62,512
22,270	udp	other	SF	146	105	0	5	1	0	0	0	0	0.2	0.6	0	255	1	0	0.84	1	0	0	0	0	0	normal	121,326
8	tcp	smtp	SF	838	342	1	1	1	0	0	0	0	1	0	0	140	142	0.46	0.02	0.01	0.01	0	0	0	0	normal	57,947
0	tcp	finger	S0	0	0	0	37	18	1	1	0	0	0.49	0.05	0	255	18	0.07	0.07	0	0	1	1	0	0	neptune	47,645
5	tcp	pop_3	SF	35	130	1	1	1	0	0	0	0	1	0	0	86	5	0.02	0.08	0.01	0.4	0	0	0	0	normal	115,810
0	icmp	ecr_i	SF	1,032	0	0	71	71	0	0	0	0	1	0	0	255	71	0.28	0.02	0.28	0	0	0	0	0	smurf	104,532
0	tcp	smtp	SF	2,393	385	1	1	1	0	0	0	0	1	0	0	255	81	0.32	0.05	0	0	0.33	0	0.02	0	normal	121,642
0	tcp	http_443	S0	0	0	0	140	7	1	1	0	0	0.05	0.06	0	255	7	0.03	0.06	0	0	1	1	0	0	neptune	119,750
0	tcp	private	S0	0	0	0	198	4	0.99	1	0	0	0.02	0.07	0	255	4	0.02	0.06	0	0	1	1	0	0	neptune	29,295
0	tcp	auth	SF	13	38	1	1	1	0	0	0	0	1	0	0	100	2	0.01	0.1	0.01	1	0.01	0	0	0	normal	86,953
0	udp	domain_u	SF	42	42	0	4	7	0	0	0	0	1	0	0.57	255	240	0.94	0.01	0	0	0	0	0	0	normal	9,102
0	tcp	smtp	SF	686	330	1	1	2	0	0	0	0	1	0	1	50	119	0.78	0.08	0.02	0.02	0	0	0	0	normal	112,508
0	tcp	http	SF	190	329	1	1	1	0	0	0	0	1	0	0	255	255	1	0	0	0	0.01	0.01	0	0	normal	56,948
0	tcp	smtp	SF	1,169	338	1	2	1	0	0	0	0	0.5	1	0	13	144	0.69	0.23	0.08	0.01	0	0	0	0	normal	34,400
0	tcp	http	SF	303	2,239	1	1	43	0	0	0	0	1	0	0.05	255	237	0.93	0.01	0	0	0	0	0	0	normal	120,915
0	tcp	klogin	S0	0	0	0	137	5	1	1	0	0	0.04	0.06	0	255	12	0.05	0.07	0	0	1	1	0	0	neptune	42,175
0	tcp	private	S0	0	0	0	105	2	1	1	0	0	0.02	0.08	0	255	20	0.08	0.06	0	0	1	1	0	0	neptune	74,619
0	tcp	private	S0	0	0	0	163	18	1	1	0	0	0.11	0.05	0	255	18	0.07	0.05	0	0	1	1	0	0	neptune	95,860
0	tcp	private	S0	0	0	0	134	18	1	1	0	0	0.13	0.07	0	255	19	0.07	0.07	0	0	1	1	0	0	neptune	38,935
0	udp	domain_u	SF	45	81	0	284	283	0	0	0	0	1	0.01	0	255	254	1	0.01	0	0	0	0	0	0	normal	63,361
0	udp	domain_u	SF	43	133	0	273	272	0	0	0	0	1	0.01	0	255	251	0.98	0.01	0	0	0	0	0	0	normal	56,240
0	tcp	private	S0	0	0	0	162	5	1	1	0	0	0.03	0.06	0	255	19	0.07	0.07	0	0	1	1	0	0	neptune	125,093
0	icmp	ecr_i	SF	520	0	0	375	375	0	0	0	0	1	0	0	255	255	1	0	1	0	0	0	0	0	smurf	119,268
0	tcp	ftp_data	SF	9,178	0	1	2	2	0	0	0	0	1	0	0	9	8	0.89	0.22	0.89	0	0	0	0	0	normal	85,865
0	tcp	private	REJ	0	0	0	1	1	0	0	1	1	1	0	0	255	1	0	0.87	0.86	0	0	0	0.86	1	portsweep	105,851
0	tcp	ftp_data	SF	7,233	0	0	8	8	0	0	0	0	1	0	0	47	32	0.3	0.09	0.3	0.06	0	0	0	0	normal	102,567
0	tcp	private	S0	0	0	0	181	8	1	1	0	0	0.04	0.05	0	122	8	0.07	0.08	0.01	0	0.89	1	0.01	0	neptune	114,382
0	tcp	efs	S0	0	0	0	132	4	1	1	0	0	0.03	0.06	0	255	4	0.02	0.06	0	0	1	1	0	0	neptune	124,753
0	tcp	private	S0	0	0	0	244	15	1	1	0	0	0.06	0.06	0	255	6	0.02	0.07	0	0	1	1	0	0	neptune	54,217
0	icmp	eco_i	SF	18	0	0	1	1	0	0	0	0	1	0	0	1	213	1	0	1	0.25	0	0	0	0	ipsweep	21,353
0	tcp	hostnames	REJ	0	0	0	257	6	0	0	1	1	0.02	0.07	0	255	6	0.02	0.09	0	0	0	0	1	1	neptune	105,964

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