Datasets:

Mouwiya
/

UNSW-NB15-small

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train · 175k rows

id int64 1 175k	dur float64 0 60	proto stringclasses 133 values	service stringclasses 13 values	state stringclasses 9 values	spkts int64 1 9.62k	dpkts int64 0 11k	sbytes int64 28 13M	dbytes int64 0 14.7M	rate float64 0 1M	sttl int64 0 255	dttl int64 0 254	sload float64 0 5.99B	dload float64 0 22.4M	sloss int64 0 4.8k	dloss int64 0 5.48k	sinpkt float64 0 84.4k	dinpkt float64 0 56.7k	sjit float64 0 1.46M	djit float64 0 289k	swin int64 0 255	stcpb int64 0 4.29B	dtcpb int64 0 4.29B	dwin int64 0 255	tcprtt float64 0 2.52	synack float64 0 2.1	ackdat float64 0 1.52	smean int64 28 1.5k	dmean int64 0 1.46k	ct_srv_src int64 1 63	ct_state_ttl int64 0 6	ct_dst_ltm int64 1 51	ct_src_dport_ltm int64 1 51	ct_dst_sport_ltm int64 1 46	ct_dst_src_ltm int64 1 65	ct_src_ltm int64 1 60	ct_srv_dst int64 1 62	attack_cat stringclasses 10 values	label int64 0 1
175,301	0.000008	udp	dns	INT	2	0	114	0	125,000.0003	254	0	57,000,000	0	0	0	0.008	0	0	0	0	0	0	0	0	0	0	57	0	37	2	6	6	3	37	7	37	Generic	1
175,302	0.000008	udp	dns	INT	2	0	114	0	125,000.0003	254	0	57,000,000	0	0	0	0.008	0	0	0	0	0	0	0	0	0	0	57	0	39	2	27	27	14	39	27	39	Generic	1
175,303	0.000008	udp	dns	INT	2	0	114	0	125,000.0003	254	0	57,000,000	0	0	0	0.008	0	0	0	0	0	0	0	0	0	0	57	0	37	2	6	6	3	37	7	37	Generic	1
175,304	0.000008	udp	dns	INT	2	0	114	0	125,000.0003	254	0	57,000,000	0	0	0	0.008	0	0	0	0	0	0	0	0	0	0	57	0	39	2	27	27	13	39	27	39	Generic	1
175,305	0.000008	udp	dns	INT	2	0	114	0	125,000.0003	254	0	57,000,000	0	0	0	0.008	0	0	0	0	0	0	0	0	0	0	57	0	39	2	27	27	13	39	27	39	Generic	1
175,306	1.557125	tcp	smtp	FIN	28	22	12,601	1,954	31.468251	62	252	62,427.87109	9,586.899414	11	8	57.671293	73.69143	3,661.213103	112.41807	255	1,932,059,121	2,472,223,109	255	0.045137	0.008571	0.036566	450	89	1	1	2	1	1	2	2	1	Exploits	1
175,307	0.000009	udp	dns	INT	2	0	114	0	111,111.1072	254	0	50,666,664	0	0	0	0.009	0	0	0	0	0	0	0	0	0	0	57	0	37	2	31	31	16	37	32	37	Generic	1
175,308	0.000009	udp	dns	INT	2	0	114	0	111,111.1072	254	0	50,666,664	0	0	0	0.009	0	0	0	0	0	0	0	0	0	0	57	0	37	2	31	31	16	37	32	37	Generic	1
175,309	0.000009	udp	dns	INT	2	0	114	0	111,111.1072	254	0	50,666,664	0	0	0	0.009	0	0	0	0	0	0	0	0	0	0	57	0	37	2	31	31	16	37	32	37	Generic	1
175,310	0.000009	udp	dns	INT	2	0	114	0	111,111.1072	254	0	50,666,664	0	0	0	0.009	0	0	0	0	0	0	0	0	0	0	57	0	37	2	31	31	16	37	32	37	Generic	1
175,311	0.000005	udp	dns	INT	2	0	114	0	200,000.0051	254	0	91,200,000	0	0	0	0.005	0	0	0	0	0	0	0	0	0	0	57	0	37	2	31	31	15	37	32	37	Generic	1
175,312	0.000005	udp	dns	INT	2	0	114	0	200,000.0051	254	0	91,200,000	0	0	0	0.005	0	0	0	0	0	0	0	0	0	0	57	0	37	2	31	31	15	37	32	37	Generic	1
175,313	0.000005	udp	dns	INT	2	0	114	0	200,000.0051	254	0	91,200,000	0	0	0	0.005	0	0	0	0	0	0	0	0	0	0	57	0	10	2	8	8	4	10	8	10	Generic	1
175,314	0.000005	udp	dns	INT	2	0	114	0	200,000.0051	254	0	91,200,000	0	0	0	0.005	0	0	0	0	0	0	0	0	0	0	57	0	34	2	25	25	13	34	25	34	Generic	1
175,315	0.000005	udp	dns	INT	2	0	114	0	200,000.0051	254	0	91,200,000	0	0	0	0.005	0	0	0	0	0	0	0	0	0	0	57	0	34	2	25	25	13	34	25	34	Generic	1
175,316	0.000005	udp	dns	INT	2	0	114	0	200,000.0051	254	0	91,200,000	0	0	0	0.005	0	0	0	0	0	0	0	0	0	0	57	0	34	2	25	25	13	34	25	34	Generic	1
175,317	0.000005	udp	dns	INT	2	0	114	0	200,000.0051	254	0	91,200,000	0	0	0	0.005	0	0	0	0	0	0	0	0	0	0	57	0	34	2	25	25	13	34	25	34	Generic	1
175,318	0.000005	udp	dns	INT	2	0	114	0	200,000.0051	254	0	91,200,000	0	0	0	0.005	0	0	0	0	0	0	0	0	0	0	57	0	34	2	25	25	13	34	25	34	Generic	1
175,319	0.000005	udp	dns	INT	2	0	114	0	200,000.0051	254	0	91,200,000	0	0	0	0.005	0	0	0	0	0	0	0	0	0	0	57	0	10	2	8	8	4	10	8	10	Generic	1
175,320	0.000005	udp	dns	INT	2	0	114	0	200,000.0051	254	0	91,200,000	0	0	0	0.005	0	0	0	0	0	0	0	0	0	0	57	0	34	2	25	25	12	34	25	34	Generic	1
175,321	0.000005	udp	dns	INT	2	0	114	0	200,000.0051	254	0	91,200,000	0	0	0	0.005	0	0	0	0	0	0	0	0	0	0	57	0	34	2	25	25	12	34	25	34	Generic	1
175,322	0.000008	udp	dns	INT	2	0	114	0	125,000.0003	254	0	57,000,000	0	0	0	0.008	0	0	0	0	0	0	0	0	0	0	57	0	44	2	11	11	11	44	11	44	Generic	1
175,323	0.000004	udp	dns	INT	2	0	114	0	250,000.0006	254	0	114,000,000	0	0	0	0.004	0	0	0	0	0	0	0	0	0	0	57	0	44	2	33	33	17	44	33	44	Generic	1
175,324	0.000004	udp	dns	INT	2	0	114	0	250,000.0006	254	0	114,000,000	0	0	0	0.004	0	0	0	0	0	0	0	0	0	0	57	0	44	2	33	33	17	44	33	44	Generic	1
175,325	0.000009	udp	dns	INT	2	0	114	0	111,111.1072	254	0	50,666,664	0	0	0	0.009	0	0	0	0	0	0	0	0	0	0	57	0	36	2	33	33	17	36	33	36	Generic	1
175,326	0.000009	udp	dns	INT	2	0	114	0	111,111.1072	254	0	50,666,664	0	0	0	0.009	0	0	0	0	0	0	0	0	0	0	57	0	36	2	33	33	17	36	33	36	Generic	1
175,327	0.000009	udp	dns	INT	2	0	114	0	111,111.1072	254	0	50,666,664	0	0	0	0.009	0	0	0	0	0	0	0	0	0	0	57	0	36	2	33	33	17	36	33	36	Generic	1
175,328	0.000009	udp	dns	INT	2	0	114	0	111,111.1072	254	0	50,666,664	0	0	0	0.009	0	0	0	0	0	0	0	0	0	0	57	0	36	2	33	33	16	36	33	36	Generic	1
175,329	0.000009	udp	dns	INT	2	0	114	0	111,111.1072	254	0	50,666,664	0	0	0	0.009	0	0	0	0	0	0	0	0	0	0	57	0	36	2	33	33	16	36	33	36	Generic	1
175,330	0.000009	udp	dns	INT	2	0	114	0	111,111.1072	254	0	50,666,664	0	0	0	0.009	0	0	0	0	0	0	0	0	0	0	57	0	36	2	33	33	16	36	33	36	Generic	1
175,331	0.000009	udp	dns	INT	2	0	114	0	111,111.1072	254	0	50,666,664	0	0	0	0.009	0	0	0	0	0	0	0	0	0	0	57	0	36	2	33	33	16	36	33	36	Generic	1
175,332	0.000008	udp	dns	INT	2	0	114	0	125,000.0003	254	0	57,000,000	0	0	0	0.008	0	0	0	0	0	0	0	0	0	0	57	0	45	2	12	12	12	45	12	45	Generic	1
175,333	0.000008	udp	dns	INT	2	0	114	0	125,000.0003	254	0	57,000,000	0	0	0	0.008	0	0	0	0	0	0	0	0	0	0	57	0	45	2	12	12	12	45	12	45	Generic	1
175,334	0.000006	udp	dns	INT	2	0	114	0	166,666.6608	254	0	76,000,000	0	0	0	0.006	0	0	0	0	0	0	0	0	0	0	57	0	45	2	33	33	17	45	33	45	Generic	1
175,335	0.000006	udp	dns	INT	2	0	114	0	166,666.6608	254	0	76,000,000	0	0	0	0.006	0	0	0	0	0	0	0	0	0	0	57	0	45	2	33	33	17	45	33	45	Generic	1
175,336	0.000006	udp	dns	INT	2	0	114	0	166,666.6608	254	0	76,000,000	0	0	0	0.006	0	0	0	0	0	0	0	0	0	0	57	0	45	2	33	33	17	45	33	45	Generic	1
175,337	0.000009	udp	dns	INT	2	0	114	0	111,111.1072	254	0	50,666,664	0	0	0	0.009	0	0	0	0	0	0	0	0	0	0	57	0	24	2	24	24	13	24	24	24	Generic	1
175,338	0.505762	tcp	-	FIN	10	8	620	354	33.612649	254	252	8,826.286133	4,903.492188	2	1	54.400111	66.98057	3,721.068786	120.177727	255	3,518,776,216	3,453,092,386	255	0.09944	0.036895	0.062545	62	44	1	1	1	1	1	2	1	1	Shellcode	1
175,339	0.000009	udp	dns	INT	2	0	114	0	111,111.1072	254	0	50,666,664	0	0	0	0.009	0	0	0	0	0	0	0	0	0	0	57	0	12	2	3	3	3	13	3	12	Generic	1
175,340	0.000009	udp	dns	INT	2	0	114	0	111,111.1072	254	0	50,666,664	0	0	0	0.009	0	0	0	0	0	0	0	0	0	0	57	0	30	2	30	30	14	30	30	30	Generic	1
175,341	0.000009	udp	dns	INT	2	0	114	0	111,111.1072	254	0	50,666,664	0	0	0	0.009	0	0	0	0	0	0	0	0	0	0	57	0	30	2	30	30	16	30	30	30	Generic	1