iot-23-preprocessed

Dataset card Data Studio Files Files and versions

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 ⌀	conn_state stringclasses 13 values	history stringclasses 139 values	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
17,576	8,081	tcp	null	0.000003	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000002	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.000002	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.000006	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000222	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000208	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000006	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000001	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.000005	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.000002	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.000003	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.000005	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000005	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.000001	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.000192	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000168	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.000182	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.000001	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000189	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.000191	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000178	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.0002	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.000003	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.000177	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000186	S0	S	2	80	0	0	Malicious
18,088	8,080	tcp	null	0.000002	S0	S	2	80	0	0	Malicious
18,088	80	tcp	null	0.000002	S0	S	2	80	0	0	Malicious
18,088	80	tcp	null	0.000006	S0	S	2	80	0	0	Malicious
41,722	666	tcp	null	3.124232	S0	S	6	360	0	0	Malicious
18,088	80	tcp	null	0.000005	S0	S	2	80	0	0	Malicious
18,088	8,080	tcp	null	0.000001	S0	S	2	80	0	0	Malicious
18,088	80	tcp	null	0.000001	S0	S	2	80	0	0	Malicious
18,088	80	tcp	null	0.000003	S0	S	2	80	0	0	Malicious
18,088	8,080	tcp	null	0.000005	S0	S	2	80	0	0	Malicious
18,088	80	tcp	null	0.000223	S0	S	2	80	0	0	Malicious
18,088	80	tcp	null	0.000224	S0	S	2	80	0	0	Malicious
18,088	80	tcp	null	0.000227	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.392533	REJ	Sr	2	80	2	80	Benign
17,832	37,215	tcp	null	0.861521	REJ	Sr	2	80	2	80	Malicious
17,576	8,081	tcp	null	0.000013	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.00019	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.000187	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.000006	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.000199	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.000198	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.000175	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.000215	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.000203	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.000214	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.000181	S0	S	2	80	0	0	Malicious
18,088	8,080	tcp	null	0.00022	S0	S	2	80	0	0	Malicious
18,088	8,080	tcp	null	0.000211	S0	S	2	80	0	0	Malicious
18,088	80	tcp	null	0.000215	S0	S	2	80	0	0	Malicious
18,088	80	tcp	null	0.00023	S0	S	2	80	0	0	Malicious
18,088	8,080	tcp	null	0.000006	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000016	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000207	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000191	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000185	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000199	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000175	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.000178	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000176	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.0002	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000192	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.00017	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000014	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000197	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.000206	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.000196	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.000192	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.000186	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.000177	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.000188	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.000196	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.000217	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.000215	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.000207	S0	S	2	80	0	0	Malicious
18,088	80	tcp	null	0.000232	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000214	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.000173	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.000176	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.000178	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.000206	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.000208	S0	S	2	80	0	0	Malicious
18,088	80	tcp	null	0.000231	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.00023	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.000214	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000201	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000205	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.000199	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000206	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.000171	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000194	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.000202	S0	S	2	80	0	0	Malicious
17,576	8,081	tcp	null	0.000174	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.000176	S0	S	2	80	0	0	Malicious
18,344	52,869	tcp	null	0.000194	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.000227	S0	S	2	80	0	0	Malicious
17,832	37,215	tcp	null	0.000212	S0	S	2	80	0	0	Malicious

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