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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
53	udp	SF	1	68	132	Benign
443	tcp	RSTO	54	3,068	75,797	Benign
443	tcp	SF	14	3,231	4,177	Benign
53	udp	SF	1	61	77	Benign
53	udp	SF	1	64	96	Benign
53	udp	SF	1	76	92	Benign
53	udp	SF	1	72	110	Benign
53	udp	SF	1	75	139	Benign
53	udp	SF	1	65	105	Benign
80	tcp	SF	4	337	539	Benign
53	udp	SF	1	74	90	Benign
53	udp	SF	1	60	76	Benign
443	tcp	SF	16	2,901	6,005	Benign
443	tcp	SF	26	4,644	7,435	Benign
443	tcp	SF	24	4,664	7,508	Benign
5,353	udp	S0	29	4,700	0	Benign
5,353	udp	S0	17	2,634	0	Benign
136	icmp	OTH	1	64	0	Benign
0	icmp	OTH	2	152	0	Benign
67	udp	SHR	0	0	656	Benign
0	icmp	OTH	10	840	840	Benign
5,353	udp	S0	1	146	0	Benign
5,353	udp	S0	1	166	0	Benign
134	icmp	OTH	3	168	0	Benign
443	tcp	RSTR	16	8,045	5,952	Benign
443	tcp	RSTR	24	7,981	6,496	Benign
0	icmp	OTH	5	380	0	Benign
443	tcp	RSTR	11	1,878	5,539	Benign
5,353	udp	S0	1	411	0	Benign
443	tcp	RSTR	16	4,867	10,186	Benign
5,353	udp	S0	1	117	0	Benign
5,353	udp	S0	1	137	0	Benign
443	tcp	SF	13	1,829	6,752	Benign
443	tcp	RSTR	12	3,103	4,290	Benign
67	udp	S0	12	3,939	0	Benign
443	tcp	RSTR	31	11,605	18,511	Benign
443	tcp	RSTR	20	9,008	7,463	Benign
443	tcp	RSTR	41	21,107	9,975	Benign
80	tcp	SF	10	566	987	Benign
443	tcp	S3	14	1,670	6,957	Benign
443	tcp	S3	15	1,713	7,965	Benign
443	tcp	S3	15	3,126	5,898	Benign
80	tcp	SH	1	40	0	Benign
80	tcp	SF	5	377	539	Benign
443	tcp	S3	24	12,069	6,081	Benign
443	tcp	RSTR	2	111	40	Benign
443	tcp	RSTR	2	133	40	Benign
443	tcp	S1	18	3,995	6,910	Benign
80	tcp	S3	5	444	299	Benign
443	tcp	S3	123,657	6,527,241	349,618,679	Benign
80	tcp	SF	4	216	164	Benign
80	tcp	SF	12	670	1,486	Benign
443	tcp	SF	27	14,519	6,121	Benign
443	tcp	RSTR	27	17,948	6,161	Benign
80	tcp	SF	11	606	987	Benign
443	tcp	S3	15	2,452	6,700	Benign
5,353	udp	S0	1	77	0	Benign
5,353	udp	S0	1	97	0	Benign
443	tcp	RSTR	25	13,954	6,121	Benign
443	tcp	OTH	2	339	190	Benign
443	tcp	S1	45	9,903	12,698	Benign
443	tcp	S3	16	4,329	5,437	Benign
5,353	udp	S0	2	695	0	Benign
5,353	udp	S0	2	735	0	Benign
5,353	udp	S0	2	848	0	Benign
443	tcp	S3	23	11,181	6,121	Benign
443	tcp	RSTR	36	28,845	6,321	Benign
443	tcp	OTH	2	321	132	Benign
443	tcp	RSTR	12	1,349	5,941	Benign
53	udp	SF	1	74	138	Benign
443	tcp	OTH	2	339	150	Benign
443	tcp	S3	18	4,433	5,961	Benign
443	tcp	RSTO	16	1,554	4,262	Benign
53	udp	SF	1	64	80	Benign
443	tcp	RSTR	1,544	86,127	3,835,697	Benign
443	tcp	RSTR	22	11,365	6,161	Benign
80	tcp	SF	11	618	1,027	Benign
443	tcp	RSTR	43	2,570	72,508	Benign
443	tcp	SF	20	4,534	6,041	Benign
443	tcp	RSTR	19	5,593	6,001	Benign
80	tcp	SF	12	658	1,446	Benign
5,353	udp	S0	1	465	0	Benign
5,353	udp	S0	1	489	0	Benign
5,353	udp	S0	1	485	0	Benign
443	tcp	S3	18	7,571	5,473	Benign
80	tcp	SF	5	268	228	Benign
443	tcp	SF	22	7,088	6,081	Benign
443	tcp	RSTR	19	5,577	6,081	Benign
443	tcp	RSTR	20	6,827	6,041	Benign
443	tcp	RSTR	18	4,433	6,001	Benign
5,353	udp	S0	6	1,255	0	Benign
5,353	udp	S0	6	1,384	0	Benign
5,353	udp	S0	6	1,375	0	Benign
80	tcp	SF	12	658	1,027	Benign
80	tcp	S3	6	406	987	Benign
443	tcp	SF	14	3,295	4,177	Benign
5,353	udp	S0	6	1,344	0	Benign
53	udp	SF	1	92	156	Benign
80	tcp	SF	5	797	438	Benign
53	udp	SF	1	66	115	Benign