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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
23	tcp	S0	3	180	0	Benign
23	tcp	S0	1	60	0	Benign
23	tcp	REJ	1	60	40	Benign
3	icmp	OTH	1	56	0	Benign
3	icmp	OTH	1	88	0	Benign
0	icmp	OTH	1	88	0	Benign
23	tcp	S0	2	120	0	Benign
23	tcp	REJ	2	120	40	Benign
23	tcp	REJ	3	180	40	Benign
23	tcp	SF	6	260	202	Benign
13	icmp	OTH	1	88	0	Benign
1	icmp	OTH	1	88	0	Benign
80	tcp	SF	57	3,793	78,723	Malicious
80	tcp	SF	70	4,629	98,246	Malicious
80	tcp	SF	55	3,596	77,531	Malicious
23	tcp	REJ	3	180	52	Benign
23	tcp	REJ	2	120	52	Benign
80	tcp	SF	67	4,345	94,488	Malicious
80	tcp	SF	76	5,343	107,118	Malicious
80	tcp	SF	76	5,000	106,027	Malicious
23	tcp	RSTO	22	1,176	1,090	Benign
0	icmp	OTH	1	168	0	Benign
10	icmp	OTH	1	88	0	Benign
23	tcp	REJ	1	60	52	Benign
13	icmp	OTH	1	80	0	Benign
23	tcp	RSTR	2	100	84	Benign
23	tcp	RSTO	26	1,115	2,106	Benign
1	icmp	OTH	2	176	0	Benign
23	tcp	RSTO	23	1,230	1,068	Benign
57,722	tcp	S0	1	60	0	Malicious
57,722	tcp	S0	3	180	0	Malicious
22	tcp	OTH	24	1,760	1,280	Benign
37,215	tcp	RSTO	2	80	44	Malicious
37,215	tcp	S0	3	180	0	Malicious
37,215	tcp	REJ	1	40	63	Malicious
37,215	tcp	S2	12	5,436	52	Malicious
22	tcp	SF	33	2,348	1,968	Benign
37,215	tcp	RSTO	2	80	44	Malicious
37,215	tcp	SF	15	1,456	12,697	Malicious
37,215	tcp	RSTR	6	300	84	Malicious
37,215	tcp	S0	3	180	0	Malicious
37,215	tcp	RSTR	7	1,972	124	Malicious
37,215	tcp	RSTR	5	220	84	Malicious
53	udp	SF	2	140	260	Benign
53	udp	SF	2	130	504	Benign
53	udp	SF	2	122	166	Benign
53	udp	SF	2	138	524	Benign
6,667	tcp	RSTR	14	917	2,986	Malicious
80	tcp	SF	15	965	12,916	Benign
53	udp	SF	2	216	288	Benign
80	tcp	SF	5,989	329,229	12,076,987	Benign
80	tcp	SF	43	2,476	59,354	Benign
80	tcp	SF	71	4,165	96,419	Benign
80	tcp	SF	6	488	216	Benign
443	tcp	SF	47	3,631	41,656	Benign
80	tcp	SF	166	10,300	230,967	Benign
443	tcp	SF	23	2,355	8,092	Benign
443	tcp	SF	44	3,608	45,388	Benign
80	tcp	SH	1	52	0	Benign
80	tcp	SF	6	473	216	Benign
80	tcp	SF	6	471	216	Benign
80	tcp	SF	8	532	1,829	Benign
80	tcp	SF	7	534	1,893	Benign
80	tcp	SF	7	528	1,830	Benign
80	tcp	SF	186	11,423	290,491	Benign
53	udp	SF	1	81	144	Benign
53	udp	SF	2	140	266	Benign
53	udp	SF	1	71	118	Benign
53	udp	SF	2	120	210	Benign
80	tcp	SF	5	480	413	Benign
80	tcp	SF	6	547	413	Benign
53	udp	SF	2	124	203	Benign
53	udp	SF	1	80	143	Benign
6,667	tcp	SF	12	703	1,081	Malicious
443	tcp	SF	16	1,500	4,004	Benign
443	tcp	SF	16	1,458	6,252	Benign
443	tcp	SF	54	3,399	48,450	Benign
6,667	tcp	SF	10	599	916	Malicious
53	udp	SF	2	124	140	Benign
6,667	tcp	SF	11	651	916	Malicious
53	udp	SF	2	144	283	Benign
6,667	tcp	SF	12	703	1,078	Malicious
53	udp	SF	2	144	250	Benign
6,667	tcp	SF	11	651	1,029	Malicious
53	udp	SF	2	146	225	Benign
22	tcp	S0	1	40	0	Malicious
22	tcp	REJ	1	40	40	Benign
22	tcp	RSTO	2	80	44	Benign
6,667	tcp	SF	13	767	1,239	Malicious
6,667	tcp	SF	12	710	1,025	Malicious
22	tcp	SF	7	1,774	483	Malicious
6,667	tcp	SF	12	709	914	Malicious
6,667	tcp	SF	10	599	1,026	Malicious
53	udp	SF	2	146	162	Benign
6,667	tcp	SF	10	599	1,029	Malicious
22	tcp	SF	15	2,578	2,265	Malicious
22	tcp	SF	15	2,514	2,265	Malicious
3	icmp	OTH	1	72	0	Benign
53	udp	SF	2	148	164	Benign
53	udp	SF	2	114	202	Benign