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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
4,975	tcp	S3	10	623	657	Benign
22	tcp	OTH	2	104	104	Benign
80	tcp	SF	7	455	3,077	Benign
53	udp	SF	4	272	224	Benign
53	udp	S0	4	272	0	Benign
53	udp	SF	4	272	200	Benign
53	udp	S0	1	68	0	Benign
80	tcp	SF	7	467	3,077	Benign
67	udp	SF	1	376	328	Benign
22	tcp	SF	4	320	104	Benign
80	tcp	SF	8	527	1,957	Benign
53	udp	SF	4	268	131	Benign
123	udp	S0	3	228	0	Benign
80	tcp	SF	8	515	1,957	Benign
50,516	tcp	OTH	654	42,791	26,493	Benign
80	tcp	SF	41	2,381	56,393	Malicious
80	tcp	SF	41	2,302	56,393	Malicious
80	tcp	SF	57	3,498	80,578	Malicious
80	tcp	SF	59	3,587	80,474	Malicious
80	tcp	SF	60	3,658	83,350	Malicious
80	tcp	SF	59	3,555	83,402	Malicious
80	tcp	RSTO	5	426	687	Malicious
80	tcp	SF	6	419	739	Malicious
80	tcp	SF	40	2,318	54,837	Malicious
80	tcp	SF	41	2,331	56,181	Malicious
80	tcp	SF	53	3,278	74,142	Malicious
80	tcp	SF	53	3,107	74,090	Malicious
80	tcp	SF	98	6,734	140,480	Malicious
80	tcp	SF	97	6,471	140,532	Malicious
45	tcp	S0	3	180	0	Malicious
23	tcp	S0	1	40	0	Benign
123	udp	SF	8	608	532	Benign
45	tcp	S0	1	60	0	Malicious
80	tcp	SF	44	2,525	61,025	Malicious
23	tcp	REJ	1	40	40	Benign
45	tcp	RSTO	16	746	1,955	Malicious
80	tcp	SF	102	6,485	178,178	Malicious
80	tcp	SF	83	4,696	136,285	Malicious
80	tcp	SF	102	6,781	146,532	Malicious
80	tcp	SF	111	6,985	172,081	Malicious
80	tcp	SF	88	5,757	130,174	Malicious
80	tcp	SF	99	6,625	143,000	Malicious
80	tcp	SF	92	5,604	133,422	Malicious
80	tcp	SF	100	6,581	144,726	Malicious
80	tcp	SF	103	6,303	157,663	Malicious
80	tcp	SF	108	7,058	155,552	Malicious
22	tcp	OTH	214	11,384	40,172	Benign
22	tcp	SF	46	3,264	2,916	Benign
80	udp	S0	1,305,034	1,781,371,410	0	Malicious
23	tcp	S1	337	18,203	19,519	Malicious
80	tcp	SF	136	8,578	193,266	Malicious
80	tcp	SF	170	11,602	244,256	Malicious
23	tcp	S0	6	360	0	Malicious
23	tcp	S0	4	240	0	Malicious
80	tcp	SF	112	6,602	157,548	Malicious
80	tcp	SF	130	7,242	184,438	Malicious
80	tcp	SF	110	6,032	155,216	Malicious
80	tcp	SF	132	7,434	189,078	Malicious
80	tcp	SF	144	7,918	214,338	Malicious
80	tcp	SF	150	8,280	212,364	Malicious
23	tcp	S0	2	120	0	Malicious
23	tcp	REJ	2	120	80	Malicious
23	tcp	REJ	4	240	80	Malicious
23	tcp	RSTR	4	200	168	Malicious
10	icmp	OTH	2	176	0	Benign
23	tcp	RSTR	48	2,072	3,080	Malicious
23	tcp	RSTO	48	2,566	2,362	Malicious
23	tcp	REJ	6	360	80	Malicious
23	tcp	RSTO	52	2,774	2,644	Malicious
0	icmp	OTH	2	176	0	Benign
13	icmp	OTH	2	192	0	Benign
23	tcp	REJ	4	240	104	Malicious
23	tcp	SF	14	776	328	Malicious
37,682	tcp	RSTOS0	2	80	0	Benign
1	icmp	OTH	4	352	0	Benign
1	icmp	OTH	2	192	0	Benign
13	icmp	OTH	2	160	0	Benign
53,902	tcp	RSTOS0	2	80	0	Benign
40,160	tcp	RSTOS0	2	80	0	Benign
23	tcp	REJ	2	120	104	Malicious
46,814	tcp	RSTOS0	2	80	0	Benign
23	tcp	RSTR	10	440	610	Malicious
23	tcp	RSTO	30	2,152	792	Malicious
0	icmp	OTH	4	352	0	Benign
50,108	tcp	RSTOS0	2	80	0	Benign
23	tcp	RSTO	60	2,488	1,926	Malicious
55,912	tcp	RSTOS0	2	80	0	Benign
60,998	tcp	RSTOS0	2	202	0	Benign
22	tcp	SF	480	26,944	75,496	Benign
45,388	tcp	RSTOS0	2	80	0	Benign
13	icmp	OTH	2	176	0	Benign
23	tcp	RSTR	8	440	160	Malicious
59,906	tcp	RSTOS0	2	80	0	Benign
3	icmp	OTH	2	176	0	Benign
36,946	tcp	RSTOS0	2	80	0	Benign
23	tcp	REJ	6	360	104	Malicious
39,924	tcp	RSTOS0	2	80	0	Benign
23	tcp	RSTOS0	4	200	80	Malicious
55,190	tcp	RSTOS0	2	80	0	Benign
49,994	tcp	RSTOS0	2	80	0	Benign