Split (1)

train · 819k rows

id.orig_p int64 0 65.5k	id.resp_p int64 0 65.5k	proto stringclasses 3 values	service stringclasses 6 values	duration float64 0 78.8k ⌀	orig_bytes int64 0 1.74B ⌀	resp_bytes int64 0 337M ⌀	conn_state stringclasses 13 values	history stringlengths 1 12 ⌀	orig_pkts int64 0 66M	orig_ip_bytes int64 0 1.91B	resp_pkts int64 0 239k	resp_ip_bytes int64 0 350M	label stringclasses 2 values
18,088	80	tcp	null	0.273344	0	0	REJ	Sr	2	80	2	80	Benign
18,088	80	tcp	null	0.229625	0	0	REJ	Sr	2	80	2	80	Benign
41,762	666	tcp	null	3.099231	0	0	S0	S	6	360	0	0	Malicious
17,576	8,081	tcp	null	0.161657	0	0	RSTO	ShR	4	160	2	88	Benign
123	123	udp	null	0.015994	96	96	SF	Dd	2	152	2	152	Benign
47,444	8,081	tcp	null	3.094986	0	0	S0	S	6	360	0	0	Malicious
41,762	666	tcp	null	0.086946	0	0	REJ	Sr	2	120	2	80	Malicious
18,088	80	tcp	null	0.102682	0	0	RSTO	ShR	4	160	2	88	Benign
47,034	80	tcp	null	3.08624	0	0	S0	S	6	360	0	0	Malicious
18,088	8,080	tcp	null	0.083196	0	0	REJ	Sr	2	80	2	80	Benign
17,576	8,081	tcp	null	0.409506	0	0	REJ	Sr	2	80	2	80	Benign
18,344	52,869	tcp	null	0.432991	0	0	REJ	Sr	2	80	2	80	Malicious
3	13	icmp	null	0.00001	56	0	OTH	null	2	112	0	0	Benign
123	123	udp	null	0.174155	96	96	SF	Dd	2	152	2	152	Benign
18,344	52,869	tcp	null	0.000017	0	0	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.434766	0	0	REJ	Sr	2	80	2	80	Malicious
41,768	666	tcp	null	3.111726	0	0	S0	S	6	360	0	0	Malicious
3	13	icmp	null	0.000006	56	0	OTH	null	2	112	0	0	Benign
18,088	8,080	tcp	null	0.074968	0	0	REJ	Sr	2	80	2	80	Benign
18,088	8,080	tcp	null	0.226368	0	0	REJ	Sr	2	80	2	80	Benign
18,088	8,080	tcp	null	0.089452	0	0	REJ	Sr	2	80	2	80	Benign
41,768	666	tcp	null	0.000006	0	0	S0	S	2	120	0	0	Malicious
18,344	52,869	tcp	null	0.468989	0	0	REJ	Sr	2	80	2	80	Malicious
17,576	8,081	tcp	null	0.321561	0	0	REJ	Sr	2	80	2	80	Benign
11	0	icmp	null	0.000012	56	0	OTH	null	2	112	0	0	Benign
11	0	icmp	null	0.000007	80	0	OTH	null	2	136	0	0	Benign
123	123	udp	null	0.241623	96	96	SF	Dd	2	152	2	152	Benign
18,344	52,869	tcp	null	0.29883	0	0	REJ	Sr	2	80	2	80	Malicious
41,768	666	tcp	null	0.000005	0	0	S0	S	2	120	0	0	Malicious
123	123	udp	null	0.299593	96	96	SF	Dd	2	152	2	152	Benign
123	123	udp	null	0.247602	96	96	SF	Dd	2	152	2	152	Benign
17,832	37,215	tcp	null	0.560194	0	0	REJ	Sr	2	80	2	80	Malicious
17,576	8,081	tcp	null	0.309816	0	0	REJ	Sr	2	80	2	80	Benign
123	123	udp	null	0.173407	96	96	SF	Dd	2	152	2	152	Benign
123	123	udp	null	0.077208	96	96	SF	Dd	2	152	2	152	Benign
17,576	8,081	tcp	null	0.139924	0	0	REJ	Sr	2	80	2	80	Benign
18,344	52,869	tcp	null	0.00024	0	0	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.000268	0	0	S0	S	2	80	0	0	Malicious
41,768	666	tcp	null	0.000012	0	0	S0	S	2	120	0	0	Malicious
11	0	icmp	null	0.000005	136	0	OTH	null	2	192	0	0	Benign
123	123	udp	null	0.004496	96	96	SF	Dd	2	152	2	152	Benign
17,576	8,081	tcp	null	1.573604	0	0	REJ	Sr	2	80	2	80	Benign
18,344	52,869	tcp	null	0.500974	0	0	REJ	Sr	2	80	2	80	Malicious
41,770	666	tcp	null	3.09898	0	0	S0	S	6	360	0	0	Malicious
18,088	8,080	tcp	null	0.084204	0	0	REJ	Sr	2	80	2	80	Benign
18,088	80	tcp	null	0.000219	0	0	S0	S	2	80	0	0	Malicious
18,088	80	tcp	null	0.088431	0	0	REJ	Sr	2	80	2	80	Benign
18,088	8,080	tcp	null	0.090197	0	0	REJ	Sr	2	80	2	80	Benign
18,344	52,869	tcp	null	0.509715	0	0	REJ	Sr	2	80	2	80	Malicious
123	123	udp	null	0.00525	96	96	SF	Dd	2	152	2	152	Benign
41,770	666	tcp	null	0.000006	0	0	S0	S	2	120	0	0	Malicious
17,576	8,081	tcp	null	0.579427	0	0	REJ	Sr	2	80	2	80	Benign
18,088	80	tcp	null	0.000216	0	0	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.378769	0	0	REJ	Sr	2	80	2	80	Benign
3	13	icmp	null	0.000006	80	0	OTH	null	2	136	0	0	Benign
18,088	80	tcp	null	0.000206	0	0	S0	S	2	80	0	0	Malicious
18,088	8,080	tcp	null	0.000225	0	0	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.000222	0	0	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.473737	0	0	REJ	Sr	2	80	2	80	Malicious
17,576	8,081	tcp	null	0.168916	0	0	REJ	Sr	2	80	2	80	Benign
18,344	52,869	tcp	null	0.499467	0	0	REJ	Sr	2	80	2	80	Malicious
18,088	8,080	tcp	null	0.000221	0	0	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.305076	0	0	REJ	Sr	2	80	2	80	Benign
18,088	80	tcp	null	0.000035	0	0	S0	S	2	80	0	0	Malicious
41,770	666	tcp	null	0.103441	0	0	REJ	Sr	2	120	2	80	Malicious
18,088	80	tcp	null	0.288092	0	0	RSTO	ShR	4	160	2	88	Benign
17,576	8,081	tcp	null	0.000251	0	0	S0	S	2	80	0	0	Malicious
54,652	80	tcp	null	3.106231	0	0	S0	S	6	360	0	0	Malicious
11	0	icmp	null	0.00001	80	0	OTH	null	2	136	0	0	Benign
123	123	udp	null	0.285841	96	96	SF	Dd	2	152	2	152	Benign
123	123	udp	null	0.266105	96	96	SF	Dd	2	152	2	152	Benign
18,344	52,869	tcp	null	0.497967	0	0	REJ	Sr	2	80	2	80	Malicious
18,344	52,869	tcp	null	0.447997	0	0	REJ	Sr	2	80	2	80	Malicious
123	123	udp	null	0.308829	96	96	SF	Dd	2	152	2	152	Benign
123	123	udp	null	0.33632	96	96	SF	Dd	2	152	2	152	Benign
17,576	8,081	tcp	null	0.326319	0	0	REJ	Sr	2	80	2	80	Benign
11	0	icmp	null	0.000009	56	0	OTH	null	2	112	0	0	Benign
41,774	666	tcp	null	3.138217	0	0	S0	S	6	360	0	0	Malicious
18,088	80	tcp	null	0.335554	0	0	RSTO	ShR	4	160	2	88	Benign
36,544	80	tcp	null	3.113727	0	0	S0	S	6	360	0	0	Malicious
3	1	icmp	null	0.000005	56	0	OTH	null	2	112	0	0	Benign
17,832	37,215	tcp	null	0.593916	0	0	REJ	Sr	2	80	2	80	Malicious
41,774	666	tcp	null	0.000012	0	0	S0	S	2	120	0	0	Malicious
18,344	52,869	tcp	null	0.001001	0	0	S0	S	4	160	0	0	Malicious
18,344	52,869	tcp	null	0.286344	0	0	REJ	Sr	2	80	2	80	Malicious
123	123	udp	null	0.284322	96	96	SF	Dd	2	152	2	152	Benign
41,774	666	tcp	null	0.092695	0	0	REJ	Sr	2	120	2	80	Malicious
3	13	icmp	null	0.000004	56	0	OTH	null	2	112	0	0	Benign
11	0	icmp	null	0.000013	56	0	OTH	null	2	112	0	0	Benign
18,344	52,869	tcp	null	1.083913	0	0	REJ	Sr	2	80	2	80	Malicious
18,344	52,869	tcp	null	0.583929	0	0	REJ	Sr	2	80	2	80	Malicious
123	123	udp	null	0.006493	96	96	SF	Dd	2	152	2	152	Benign
17,576	8,081	tcp	null	0.22584	0	0	REJ	Sr	2	80	2	80	Benign
17,576	8,081	tcp	null	0.34779	0	0	REJ	Sr	2	80	2	80	Benign
63,751	22	tcp	null	1.612569	168	444	SF	DdAFaf	20	1,376	12	1,512	Benign
18,088	80	tcp	null	0.161185	0	0	REJ	Sr	2	80	2	80	Benign
17,832	37,215	tcp	null	0.000213	0	0	S0	S	2	80	0	0	Malicious
41,778	666	tcp	null	1.114366	0	0	REJ	Sr	4	240	2	80	Malicious
17,576	8,081	tcp	null	0.162665	0	0	REJ	Sr	2	80	2	80	Benign
17,832	37,215	tcp	null	0.420035	0	0	REJ	Sr	2	80	2	80	Malicious

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