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19kmunz
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iot-23-preprocessed

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train · 819k rows

id.orig_p int64 0 65.5k	id.resp_p int64 0 65.5k	proto stringclasses 3 values	service stringclasses 6 values	duration float64 0 78.8k ⌀	orig_bytes int64 0 1.74B ⌀	resp_bytes int64 0 337M ⌀	conn_state stringclasses 13 values	missed_bytes int64 0 20.3k	history stringlengths 1 12 ⌀	orig_pkts int64 0 66M	orig_ip_bytes int64 0 1.91B	resp_pkts int64 0 239k	resp_ip_bytes int64 0 350M	label stringclasses 2 values
4,097	123	udp	null	0.030243	96	96	SF	0	Dd	2	152	2	152	Benign
68	67	udp	dhcp	172.789614	6,300	0	S0	0	D	21	6,888	0	0	Benign
143	0	icmp	null	180.803993	580	0	OTH	0	null	13	1,308	0	0	Benign
5,353	5,353	udp	dns	3.978091	876	0	S0	0	D	6	1,164	0	0	Benign
5,353	5,353	udp	dns	3.890837	876	0	S0	0	D	6	1,164	0	0	Benign
5,353	5,353	udp	dns	3.869429	876	0	S0	0	D	6	1,164	0	0	Benign
5,353	5,353	udp	dns	3.934943	876	0	S0	0	D	6	1,164	0	0	Benign
135	136	icmp	null	135.856688	96	0	OTH	0	null	4	288	0	0	Benign
133	134	icmp	null	135.868948	0	0	OTH	0	null	4	192	0	0	Benign
143	0	icmp	null	136.447958	400	0	OTH	0	null	16	1,296	0	0	Benign
5,353	5,353	udp	dns	0.000093	495	0	S0	0	D	11	1,023	0	0	Benign
68	67	udp	dhcp	174.95001	7,200	0	S0	0	D	24	7,872	0	0	Benign
143	0	icmp	null	180.327992	600	0	OTH	0	null	14	1,384	0	0	Benign
5,353	5,353	udp	dns	0.000095	979	0	S0	0	D	11	1,507	0	0	Benign
5,353	5,353	udp	dns	4.192472	876	0	S0	0	D	6	1,164	0	0	Benign
5,353	5,353	udp	dns	0.0001	561	0	S0	0	D	11	1,089	0	0	Benign
5,353	5,353	udp	dns	0.000099	1,316	0	S0	0	D	7	1,652	0	0	Benign
5,353	5,353	udp	dns	3.799446	876	0	S0	0	D	6	1,164	0	0	Benign
10,366	443	tcp	ssl	4,537.403134	179,107	464,134	S1	0	ShDadAttt	2,702	466,302	3,137	1,075,416	Benign
68	67	udp	dhcp	90.034713	3,300	0	S0	0	D	11	3,608	0	0	Benign
143	0	icmp	null	90.39997	340	0	OTH	0	null	9	844	0	0	Benign
135	136	icmp	null	89.82403	72	0	OTH	0	null	3	216	0	0	Benign
143	0	icmp	null	45.215915	200	0	OTH	0	null	8	648	0	0	Benign
133	134	icmp	null	44.242223	0	0	OTH	0	null	2	96	0	0	Benign