Datasets:

19kmunz
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iot-23-preprocessed-minimumcolumns

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train · 2.37k rows

id.resp_p int64 0 65.5k	proto stringclasses 3 values	conn_state stringclasses 13 values	orig_pkts int64 0 66M	orig_ip_bytes int64 0 1.91B	resp_ip_bytes int64 0 350M	label stringclasses 2 values
57,436	udp	SF	1	131	315	Benign
64,215	udp	SF	1	95	98	Benign
35,786	udp	SF	4	536	1,446	Benign
25,335	udp	S0	4	458	0	Benign
54,435	udp	SF	18	1,141	1,797	Benign
40,853	udp	SF	5	360	975	Benign
10,001	udp	S0	1	131	0	Benign
41,006	udp	SF	7	480	1,003	Benign
6,881	udp	SF	3	285	267	Benign
39,059	udp	SF	9	638	1,012	Benign
14,499	udp	SF	1	131	305	Benign
11,751	udp	S0	1	95	0	Benign
21,064	udp	S0	7	938	0	Benign
51,753	udp	S0	7	899	0	Benign
51,413	udp	S0	3	402	0	Benign
54,622	udp	S0	1	131	0	Benign
50,321	udp	SF	7	899	108	Benign
33,906	udp	S0	4	497	0	Benign
36,635	udp	S0	4	533	0	Benign
62,261	udp	SF	12	774	1,770	Benign
11,609	udp	SF	4	533	315	Benign
50,239	udp	SF	1	95	98	Benign
6,881	udp	SF	1	95	77	Benign
10,191	udp	S0	2	116	0	Benign
15,380	udp	S0	6	765	0	Benign
14,095	udp	S0	1	95	0	Benign
35,786	udp	SF	2	268	313	Benign
6,916	udp	S0	1	134	0	Benign
27,333	udp	SF	11	817	1,647	Benign
29,174	udp	S0	2	116	0	Benign
42,594	udp	S0	3	402	0	Benign
10,701	udp	S0	4	533	0	Benign
6,881	udp	SF	3	402	340	Benign
39,671	udp	S0	2	190	0	Benign
41,016	udp	S0	1	134	0	Benign
55,079	udp	SF	2	229	340	Benign
51,489	udp	S0	1	134	0	Benign
52,054	udp	S0	2	116	0	Benign
10,170	udp	SF	1	95	98	Benign
25,316	udp	SF	1	95	77	Benign
59,389	udp	S0	2	116	0	Benign
3,800	udp	S0	1	95	0	Benign
24,182	udp	S0	1	134	0	Benign
6,894	udp	S0	1	95	0	Benign
5,001	udp	SF	5	325	966	Benign
6,881	udp	SF	3	402	358	Benign
51,983	udp	S0	3	324	0	Benign
6,941	udp	S0	3	324	0	Benign
41,505	udp	S0	1	134	0	Benign
40,936	udp	S0	2	268	0	Benign
51,413	udp	SF	3	363	313	Benign
6,266	udp	SF	2	268	313	Benign
81	tcp	S0	1	40	0	Malicious
23	tcp	S0	1	40	0	Malicious
53,359	udp	SF	5	323	968	Benign
64,215	udp	S0	2	262	0	Benign
81	tcp	REJ	1	40	40	Benign
51,548	udp	SF	1	134	340	Benign
56,796	udp	SF	1	134	340	Benign
6,339	udp	S0	3	402	0	Benign
1,024	udp	S0	1	134	0	Benign
52,583	udp	S0	1	134	0	Benign
6,881	udp	S0	1	134	0	Benign
38,288	udp	S0	3	285	0	Benign
6,339	udp	S0	1	134	0	Benign
7,121	udp	SF	1	95	77	Benign
61,410	udp	SF	2	262	634	Benign
50,185	udp	S0	2	190	0	Benign
6,889	udp	S0	2	190	0	Benign
34,792	udp	S0	2	190	0	Benign
32,512	udp	S0	2	190	0	Benign
6,889	udp	SF	2	190	98	Benign
17,489	udp	SF	2	190	98	Benign
8,999	udp	S0	2	268	0	Benign
54,309	udp	S0	4	497	0	Benign
8,999	udp	S0	3	402	0	Benign
19,477	udp	SF	2	268	485	Benign
49,001	udp	S0	1	134	0	Benign
29,071	udp	S0	1	134	0	Benign
22,353	udp	SF	27	1,423	56,853	Benign
1,900	udp	S0	4	599	0	Benign
51,413	udp	S0	1	131	0	Benign
31,010	udp	S0	3	402	0	Benign
59,791	udp	S0	1	131	0	Benign
57,228	udp	S0	2	268	0	Benign
41,505	udp	S0	2	268	0	Benign
55,975	udp	SF	7	899	347	Benign
6,889	udp	S0	7	899	0	Benign
46,848	udp	S0	3	402	0	Benign
50,509	udp	S0	1	95	0	Benign
51,413	udp	SF	4	533	296	Benign
6,881	udp	SF	4	497	108	Benign
24,029	udp	S0	6	726	0	Benign
54,821	udp	SF	4	536	340	Benign
37,379	udp	S0	1	131	0	Benign
6,609	udp	S0	3	402	0	Benign
43,944	udp	S0	2	268	0	Benign
51,429	udp	S0	2	268	0	Benign
60,121	udp	SF	6	648	806	Benign
32,587	udp	SF	3	363	347	Benign