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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	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
143	0	icmp	null	59.390351	80	0	OTH	null	4	304	0	0	Benign
143	0	icmp	null	null	null	null	OTH	null	1	76	0	0	Benign
5,353	5,353	udp	dns	3.768179	876	0	S0	D	6	1,164	0	0	Benign
5,353	5,353	udp	dns	0.000114	451	0	S0	D	11	979	0	0	Benign
5,353	5,353	udp	dns	3.756296	876	0	S0	D	6	1,164	0	0	Benign
5,353	5,353	udp	dns	3.715573	876	0	S0	D	6	1,164	0	0	Benign
143	0	icmp	null	180.863984	600	0	OTH	null	14	1,384	0	0	Benign
135	136	icmp	null	134.816029	96	0	OTH	null	4	288	0	0	Benign
133	134	icmp	null	135.000174	0	0	OTH	null	4	192	0	0	Benign
143	0	icmp	null	135.487944	400	0	OTH	null	16	1,296	0	0	Benign
68	67	udp	dhcp	178.246691	6,900	0	S0	D	23	7,544	0	0	Benign
4,096	53	udp	dns	2.052335	160	498	SF	Dd	4	272	4	610	Benign
41,551	80	tcp	null	0.000006	0	0	SHR	^f	0	0	2	80	Benign
135	136	icmp	null	0.000052	176	0	OTH	null	11	704	0	0	Benign
143	0	icmp	null	0.000042	200	0	OTH	null	10	760	0	0	Benign
143	0	icmp	null	0.000041	200	0	OTH	null	10	760	0	0	Benign
68	67	udp	dhcp	0.82953	0	1,800	SHR	^d	0	0	6	1,968	Benign
68	67	udp	dhcp	9.399944	7,428	0	S0	D	24	8,100	0	0	Benign
8	0	icmp	null	0.00671	40	40	OTH	null	2	96	2	96	Benign
4,097	123	udp	null	0.019494	96	96	SF	Dd	2	152	2	152	Benign
133	134	icmp	null	13.017631	792	0	OTH	null	99	5,544	0	0	Benign
5,353	5,353	udp	dns	3.959121	876	0	S0	D	6	1,164	0	0	Benign
41,551	80	tcp	null	0.000014	0	0	SHR	^f	0	0	2	80	Benign
5,353	5,353	udp	dns	3.774344	876	0	S0	D	6	1,164	0	0	Benign
5,353	5,353	udp	dns	3.893012	876	0	S0	D	6	1,164	0	0	Benign
5,353	5,353	udp	dns	4.180049	876	0	S0	D	6	1,164	0	0	Benign
41,551	80	tcp	null	0.000015	0	0	SHR	^f	0	0	2	80	Benign
135	136	icmp	null	134.720015	96	0	OTH	null	4	288	0	0	Benign
133	134	icmp	null	134.983429	0	0	OTH	null	4	192	0	0	Benign
143	0	icmp	null	135.583945	400	0	OTH	null	16	1,296	0	0	Benign
68	67	udp	dhcp	171.633045	6,900	0	S0	D	23	7,544	0	0	Benign
143	0	icmp	null	180.707971	580	0	OTH	null	13	1,308	0	0	Benign
41,551	80	tcp	null	0.000007	0	0	SHR	^f	0	0	2	80	Benign
5,353	5,353	udp	dns	0.000089	495	0	S0	D	11	1,023	0	0	Benign
5,353	5,353	udp	dns	4.080298	876	0	S0	D	6	1,164	0	0	Benign
5,353	5,353	udp	dns	4.104848	876	0	S0	D	6	1,164	0	0	Benign
5,353	5,353	udp	dns	3.947094	876	0	S0	D	6	1,164	0	0	Benign
5,353	5,353	udp	dns	0.000101	979	0	S0	D	11	1,507	0	0	Benign
5,353	5,353	udp	dns	4.074816	876	0	S0	D	6	1,164	0	0	Benign
135	136	icmp	null	134.880125	96	0	OTH	null	4	288	0	0	Benign
133	134	icmp	null	134.91912	0	0	OTH	null	4	192	0	0	Benign
143	0	icmp	null	135.583937	400	0	OTH	null	16	1,296	0	0	Benign
68	67	udp	dhcp	175.769442	7,200	0	S0	D	24	7,872	0	0	Benign
143	0	icmp	null	179.944016	600	0	OTH	null	14	1,384	0	0	Benign
5,353	5,353	udp	dns	0.000092	561	0	S0	D	11	1,089	0	0	Benign
5,353	5,353	udp	dns	0.000052	1,316	0	S0	D	7	1,652	0	0	Benign
5,353	5,353	udp	dns	4.022138	876	0	S0	D	6	1,164	0	0	Benign
5,353	5,353	udp	dns	3.756469	876	0	S0	D	6	1,164	0	0	Benign
5,353	5,353	udp	dns	4.07663	876	0	S0	D	6	1,164	0	0	Benign
5,353	5,353	udp	dns	4.141261	876	0	S0	D	6	1,164	0	0	Benign
135	136	icmp	null	135.423985	96	0	OTH	null	4	288	0	0	Benign
133	134	icmp	null	135.056485	0	0	OTH	null	4	192	0	0	Benign
143	0	icmp	null	136.351937	400	0	OTH	null	16	1,296	0	0	Benign
68	67	udp	dhcp	171.314691	6,900	0	S0	D	23	7,544	0	0	Benign
143	0	icmp	null	180.411992	600	0	OTH	null	14	1,384	0	0	Benign
5,353	5,353	udp	dns	4.094092	876	0	S0	D	6	1,164	0	0	Benign
5,353	5,353	udp	dns	3.712268	876	0	S0	D	6	1,164	0	0	Benign
5,353	5,353	udp	dns	3.874202	876	0	S0	D	6	1,164	0	0	Benign
5,353	5,353	udp	dns	3.865345	876	0	S0	D	6	1,164	0	0	Benign
135	136	icmp	null	135.007999	96	0	OTH	null	4	288	0	0	Benign
133	134	icmp	null	134.999865	0	0	OTH	null	4	192	0	0	Benign
143	0	icmp	null	135.423971	400	0	OTH	null	16	1,296	0	0	Benign
68	67	udp	dhcp	173.328155	6,000	0	S0	D	20	6,560	0	0	Benign
143	0	icmp	null	180.75197	580	0	OTH	null	13	1,308	0	0	Benign
5,353	5,353	udp	dns	1.789118	736	0	S0	D	5	976	0	0	Benign
5,353	5,353	udp	dns	3.849954	876	0	S0	D	6	1,164	0	0	Benign
5,353	5,353	udp	dns	3.780424	876	0	S0	D	6	1,164	0	0	Benign
5,353	5,353	udp	dns	3.969944	876	0	S0	D	6	1,164	0	0	Benign
135	136	icmp	null	134.848031	96	0	OTH	null	4	288	0	0	Benign
133	134	icmp	null	134.887392	0	0	OTH	null	4	192	0	0	Benign
143	0	icmp	null	135.327928	400	0	OTH	null	16	1,296	0	0	Benign
68	67	udp	dhcp	162.155331	6,600	0	S0	D	22	7,216	0	0	Benign
143	0	icmp	null	180.28399	580	0	OTH	null	13	1,308	0	0	Benign
5,353	5,353	udp	dns	4.058887	876	0	S0	D	6	1,164	0	0	Benign
5,353	5,353	udp	dns	3.819744	876	0	S0	D	6	1,164	0	0	Benign
5,353	5,353	udp	dns	4.040004	876	0	S0	D	6	1,164	0	0	Benign
5,353	5,353	udp	dns	3.876546	876	0	S0	D	6	1,164	0	0	Benign
135	136	icmp	null	134.687932	96	0	OTH	null	4	288	0	0	Benign
133	134	icmp	null	134.791482	0	0	OTH	null	4	192	0	0	Benign
143	0	icmp	null	135.423892	400	0	OTH	null	16	1,296	0	0	Benign
68	67	udp	dhcp	175.549635	6,900	0	S0	D	23	7,544	0	0	Benign
143	0	icmp	null	180.395996	600	0	OTH	null	14	1,384	0	0	Benign
5,353	5,353	udp	dns	3.942575	876	0	S0	D	6	1,164	0	0	Benign
5,353	5,353	udp	dns	3.87375	876	0	S0	D	6	1,164	0	0	Benign
5,353	5,353	udp	dns	4.026406	876	0	S0	D	6	1,164	0	0	Benign
5,353	5,353	udp	dns	4.164705	876	0	S0	D	6	1,164	0	0	Benign
135	136	icmp	null	135.263999	96	0	OTH	null	4	288	0	0	Benign
133	134	icmp	null	135.024997	0	0	OTH	null	4	192	0	0	Benign
143	0	icmp	null	136.127965	400	0	OTH	null	16	1,296	0	0	Benign
68	67	udp	dhcp	168.015512	6,000	0	S0	D	20	6,560	0	0	Benign
143	0	icmp	null	180.623973	580	0	OTH	null	13	1,308	0	0	Benign
5,353	5,353	udp	dns	0.000076	451	0	S0	D	11	979	0	0	Benign
5,353	5,353	udp	dns	3.933981	876	0	S0	D	6	1,164	0	0	Benign
5,353	5,353	udp	dns	3.854194	876	0	S0	D	6	1,164	0	0	Benign
5,353	5,353	udp	dns	4.163531	876	0	S0	D	6	1,164	0	0	Benign
5,353	5,353	udp	dns	4.174698	876	0	S0	D	6	1,164	0	0	Benign
4,096	53	udp	dns	0.003738	156	412	SF	Dd	4	268	4	524	Benign
135	136	icmp	null	134.848013	96	0	OTH	null	4	288	0	0	Benign
133	134	icmp	null	134.919447	0	0	OTH	null	4	192	0	0	Benign
143	0	icmp	null	135.055936	400	0	OTH	null	16	1,296	0	0	Benign