Datasets:

19kmunz
/

iot-23-preprocessed

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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
17,832	37,215	tcp	null	0.000228	0	0	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.0002	0	0	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.000205	0	0	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.000221	0	0	S0	S	2	80	0	0	Malicious
18,088	80	tcp	null	0.000205	0	0	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.000221	0	0	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.000195	0	0	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000229	0	0	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.000226	0	0	S0	S	2	80	0	0	Malicious
18,088	80	tcp	null	0.000234	0	0	S0	S	2	80	0	0	Malicious
18,088	8,080	tcp	null	0.000229	0	0	S0	S	2	80	0	0	Malicious
18,088	8,080	tcp	null	0.000231	0	0	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.00023	0	0	S0	S	2	80	0	0	Malicious
18,088	80	tcp	null	0.64864	0	0	REJ	Sr	2	80	2	80	Benign
18,344	52,869	tcp	null	0.000228	0	0	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.000186	0	0	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.000233	0	0	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.000232	0	0	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.000222	0	0	S0	S	2	80	0	0	Malicious
18,088	80	tcp	null	0.000233	0	0	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.00023	0	0	S0	S	2	80	0	0	Malicious
18,088	8,080	tcp	null	0.000007	0	0	S0	S	2	80	0	0	Malicious
18,088	80	tcp	null	1.772719	0	0	RSTO	ShR	6	240	4	176	Benign
18,344	52,869	tcp	null	0.000009	0	0	S0	S	2	80	0	0	Malicious
18,088	80	tcp	null	0.000022	0	0	S0	S	2	80	0	0	Malicious
34,624	80	tcp	null	3.119479	0	0	S0	S	6	360	0	0	Malicious
41,722	666	tcp	null	0.088212	0	0	REJ	Sr	2	120	2	80	Malicious
18,088	8,080	tcp	null	0.000015	0	0	S0	S	2	80	0	0	Malicious
18,088	8,080	tcp	null	0.000228	0	0	S0	S	2	80	0	0	Malicious
34,626	80	tcp	null	3.150713	0	0	S0	S	6	360	0	0	Malicious
17,832	37,215	tcp	null	0.000229	0	0	S0	S	2	80	0	0	Malicious
123	123	udp	null	0.02723	96	96	SF	Dd	2	152	2	152	Benign
18,344	52,869	tcp	null	0.000013	0	0	S0	S	2	80	0	0	Malicious
18,088	8,080	tcp	null	0.000011	0	0	S0	S	2	80	0	0	Malicious
18,088	8,080	tcp	null	0.000227	0	0	S0	S	2	80	0	0	Malicious
123	123	udp	null	0.002247	96	96	SF	Dd	2	152	2	152	Benign
17,576	8,081	tcp	null	0.543189	0	0	REJ	Sr	2	80	2	80	Benign
18,344	52,869	tcp	null	0.000229	0	0	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000019	0	0	S0	S	2	80	0	0	Malicious
123	123	udp	null	0.005247	96	96	SF	Dd	2	152	2	152	Benign
18,088	80	tcp	null	0.715334	0	0	RSTO	ShR	4	160	2	88	Benign
36,334	80	tcp	null	3.114233	0	0	S0	S	6	360	0	0	Malicious
17,832	37,215	tcp	null	0.000015	0	0	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.000008	0	0	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000202	0	0	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.000234	0	0	S0	S	2	80	0	0	Malicious
18,088	8,080	tcp	null	0.000232	0	0	S0	S	2	80	0	0	Malicious
18,088	80	tcp	null	0.000012	0	0	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.00001	0	0	S0	S	2	80	0	0	Malicious
18,088	80	tcp	null	0.644137	0	0	REJ	Sr	2	80	2	80	Benign
18,344	52,869	tcp	null	0.000236	0	0	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000232	0	0	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.000007	0	0	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000188	0	0	S0	S	2	80	0	0	Malicious
18,088	80	tcp	null	0.000221	0	0	S0	S	2	80	0	0	Malicious
123	123	udp	null	0.001749	96	96	SF	Dd	2	152	2	152	Benign
123	123	udp	null	0.00274	96	96	SF	Dd	2	152	2	152	Benign
17,576	8,081	tcp	null	0.000225	0	0	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000009	0	0	S0	S	2	80	0	0	Malicious
18,088	80	tcp	null	0.000238	0	0	S0	S	2	80	0	0	Malicious
18,088	80	tcp	null	0.000217	0	0	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.316063	0	0	REJ	Sr	2	80	2	80	Malicious
18,344	52,869	tcp	null	0.000011	0	0	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.000237	0	0	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000195	0	0	S0	S	2	80	0	0	Malicious
18,088	80	tcp	null	0.000013	0	0	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.000242	0	0	S0	S	2	80	0	0	Malicious
18,088	80	tcp	null	0.329069	0	0	REJ	Sr	2	80	2	80	Benign
18,088	80	tcp	null	0.000225	0	0	S0	S	2	80	0	0	Malicious
18,088	8,080	tcp	null	0.000004	0	0	S0	S	2	80	0	0	Malicious
18,088	80	tcp	null	0.000236	0	0	S0	S	2	80	0	0	Malicious
18,088	8,080	tcp	null	0.00023	0	0	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.000008	0	0	S0	S	2	80	0	0	Malicious
41,732	666	tcp	null	3.109224	0	0	S0	S	6	360	0	0	Malicious
18,344	52,869	tcp	null	0.000012	0	0	S0	S	2	80	0	0	Malicious
18,088	80	tcp	null	0.000237	0	0	S0	S	2	80	0	0	Malicious
18,088	80	tcp	null	0.000235	0	0	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.000013	0	0	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.000218	0	0	S0	S	2	80	0	0	Malicious
18,088	8,080	tcp	null	0.000014	0	0	S0	S	2	80	0	0	Malicious
18,088	80	tcp	null	0.000007	0	0	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.000007	0	0	S0	S	2	80	0	0	Malicious
18,088	8,080	tcp	null	0.00001	0	0	S0	S	2	80	0	0	Malicious
41,732	666	tcp	null	0.000014	0	0	S0	S	2	120	0	0	Malicious
17,576	8,081	tcp	null	0.000234	0	0	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000237	0	0	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000242	0	0	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000238	0	0	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000243	0	0	S0	S	2	80	0	0	Malicious
3	0	icmp	null	0.000015	80	0	OTH	null	2	136	0	0	Benign
17,576	8,081	tcp	null	0.000017	0	0	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.000009	0	0	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.000016	0	0	S0	S	2	80	0	0	Malicious
18,088	80	tcp	null	0.000009	0	0	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.257104	0	0	REJ	Sr	2	80	2	80	Malicious
41,732	666	tcp	null	0.086442	0	0	REJ	Sr	2	120	2	80	Malicious
123	123	udp	null	0.397287	96	96	SF	Dd	2	152	2	152	Benign
18,088	8,080	tcp	null	0.000008	0	0	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.781815	0	0	REJ	Sr	2	80	2	80	Benign
18,088	80	tcp	null	0.00001	0	0	S0	S	2	80	0	0	Malicious