Datasets:

19kmunz
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iot-23-preprocessed-minimumcolumns

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Split (1)

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
30,535	tcp	RSTOS0	2	80	0	Benign
8,081	tcp	RSTO	8	320	88	Benign
8,081	tcp	S0	26	1,040	0	Malicious
4,554	tcp	SF	14	798	430	Malicious
0	icmp	OTH	4	224	0	Benign
4,554	tcp	RSTR	10	580	534	Malicious
4,554	tcp	RSTO	12	664	454	Malicious
4,554	tcp	SF	16	926	590	Malicious
22	tcp	SF	88	5,920	6,288	Benign
8,081	tcp	S0	28	1,120	0	Malicious
5,353	udp	S0	12	1,236	0	Benign
4,554	tcp	RSTR	12	700	534	Malicious
4,554	tcp	SF	12	662	510	Malicious
8,081	tcp	REJ	14	560	80	Benign
80	tcp	SF	108	7,636	149,732	Malicious
80	tcp	SF	108	7,406	149,732	Malicious
80	tcp	S0	6	360	0	Malicious
80	tcp	S0	2	120	0	Malicious
80	tcp	SF	112	8,204	158,636	Malicious
80	tcp	SF	114	8,094	158,636	Malicious
80	tcp	RSTO	10	844	1,366	Malicious
80	tcp	SF	12	830	1,470	Malicious
80	tcp	SF	56	3,596	71,258	Malicious
80	tcp	SF	62	4,150	71,258	Malicious
80	tcp	SF	106	7,652	144,780	Malicious
80	tcp	SF	108	7,710	144,676	Malicious
80	tcp	SF	198	13,284	289,520	Malicious
80	tcp	SF	184	10,462	298,520	Malicious
2,323	tcp	S0	2	80	0	Malicious
23	tcp	S0	2	80	0	Malicious
4,441	tcp	RSTO	18	1,006	786	Malicious
23	tcp	REJ	2	80	80	Malicious
2,323	tcp	REJ	2	80	80	Malicious
63,420	tcp	RSTOS0	2	80	0	Benign
2,323	tcp	RSTO	4	160	88	Malicious
2,323	tcp	S0	6	360	0	Malicious
23	tcp	S0	4	160	0	Malicious
22	tcp	SF	958	52,000	143,128	Benign
22	tcp	SF	400	26,336	36,368	Benign
17,769	tcp	RSTR	10	1,572	540	Malicious
17,769	tcp	S0	6	360	0	Malicious
17,769	tcp	REJ	2	120	80	Malicious
17,769	tcp	REJ	6	360	80	Malicious
123	udp	SF	2	152	1,064	Benign
123	udp	SF	2	152	988	Benign
48,884	udp	S0	385,420	35,844,060	0	Benign
80	udp	S0	1,124,406	32,607,774	0	Malicious
80	udp	S0	10,195,738	295,676,402	0	Malicious
80	udp	S0	33,425,929	969,351,941	0	Malicious
67	udp	SF	2	726	656	Benign
80	udp	S0	22,383,639	649,125,531	0	Malicious
3	icmp	OTH	2	242	0	Benign
9,307	udp	S0	16,986,360	492,604,440	0	Malicious
28,416	udp	S0	6,488,586	603,438,498	0	Malicious
55,964	udp	S0	977,074	28,335,146	0	Benign
28,416	udp	S0	2,864,142	266,365,206	0	Malicious
80	udp	S0	7,895,522	228,970,138	0	Malicious
9,307	udp	S0	4,806,136	139,377,944	0	Malicious
9,307	udp	S0	4,840,844	140,384,476	0	Malicious
80	udp	S0	16,744,416	485,588,064	0	Malicious
80	udp	S0	16,778,252	486,569,308	0	Malicious
80	udp	S0	1,730,352	50,180,208	0	Malicious
9,306	udp	S0	14,319,118	415,254,422	0	Benign
80	udp	S0	66,027,354	1,914,793,266	0	Malicious
20,480	udp	S0	14,805,342	1,376,896,806	0	Malicious
9,307	udp	S0	3,602,251	104,465,279	0	Malicious
20,480	udp	S0	1,209,052	112,441,836	0	Malicious
20,480	udp	S0	3,266,180	303,754,740	0	Malicious
9,307	udp	S0	2,150,076	62,352,204	0	Malicious
9,307	udp	S0	369,452	10,714,108	0	Malicious
62,336	tcp	OTH	0	0	0	Malicious
6,668	tcp	OTH	0	0	0	Benign
139	tcp	OTH	0	0	0	Benign
21	tcp	OTH	0	0	0	Benign
2,811	tcp	OTH	0	0	0	Benign
25	tcp	OTH	0	0	0	Benign
636	tcp	OTH	0	0	0	Benign
81	tcp	OTH	0	0	0	Benign
563	tcp	OTH	0	0	0	Benign
502	tcp	OTH	0	0	0	Benign
443	tcp	OTH	0	0	0	Benign
20,000	tcp	OTH	0	0	0	Benign
8,888	tcp	OTH	0	0	0	Benign
5,269	tcp	OTH	0	0	0	Benign
993	tcp	OTH	0	0	0	Benign
88	tcp	OTH	0	0	0	Benign
8,000	tcp	OTH	0	0	0	Benign
8,080	tcp	OTH	0	0	0	Benign
3,389	tcp	OTH	0	0	0	Benign
587	tcp	OTH	0	0	0	Benign
135	tcp	OTH	0	0	0	Benign
1,080	tcp	OTH	0	0	0	Benign
22	tcp	OTH	0	0	0	Benign
5,222	tcp	OTH	0	0	0	Benign
6,666	tcp	OTH	0	0	0	Benign
614	tcp	OTH	0	0	0	Benign
3,128	tcp	OTH	0	0	0	Benign
585	tcp	OTH	0	0	0	Benign
5,223	tcp	OTH	0	0	0	Benign
989	tcp	OTH	0	0	0	Benign