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19kmunz
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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
1	icmp	OTH	1	72	0	Benign
10	icmp	OTH	1	68	0	Benign
1	icmp	OTH	1	68	0	Benign
0	icmp	OTH	1	68	0	Benign
8,081	tcp	REJ	1	40	40	Benign
0	icmp	OTH	1	72	0	Benign
52,869	tcp	REJ	1	40	40	Benign
80	tcp	RSTO	2	80	44	Benign
80	tcp	S0	3	180	0	Malicious
52,869	tcp	S0	2	80	0	Malicious
80	tcp	REJ	1	40	40	Benign
80	tcp	SF	7	557	567	Benign
80	tcp	SF	5	268	204	Benign
8,080	tcp	SF	7	589	164	Benign
13	icmp	OTH	1	56	0	Benign
8,080	tcp	SF	5	276	112	Benign
22	tcp	OTH	375	26,740	213,616	Benign
8,080	tcp	SF	7	557	541	Benign
3	icmp	OTH	1	68	0	Benign
0	icmp	OTH	1	96	0	Benign
8,080	tcp	SF	9	657	2,237	Benign
8,080	tcp	SF	6	336	164	Benign
8,081	tcp	RSTO	2	80	44	Benign
8,081	tcp	S0	3	180	0	Malicious
80	tcp	SF	94	5,525	139,044	Benign
80	tcp	S0	3	180	0	Benign
80	tcp	SF	96	5,699	133,140	Benign
80	tcp	SF	67	4,148	92,453	Benign
80	tcp	SF	75	4,412	97,107	Benign
80	tcp	S0	1	60	0	Benign
80	tcp	SF	114	6,607	168,910	Benign
6,667	tcp	S0	3	180	0	Malicious
22	tcp	SF	200	11,444	28,048	Benign
80	tcp	SF	93	5,571	131,755	Benign
6,667	tcp	S0	1	60	0	Malicious
80	tcp	SF	62	3,689	84,824	Benign
6,667	tcp	S3	7	447	563	Malicious
6,667	tcp	S3	7	447	667	Malicious
6,667	tcp	S3	9	567	563	Malicious
6,667	tcp	S3	8	559	627	Malicious
80	tcp	SF	73	4,696	100,982	Benign
80	tcp	SF	67	4,033	85,524	Benign
6,667	tcp	S3	7	446	562	Malicious
80	tcp	SF	75	4,309	101,341	Benign
6,667	tcp	S3	9	567	615	Malicious
6,667	tcp	S3	8	507	615	Malicious
6,667	tcp	S3	8	507	563	Malicious
6,667	tcp	S3	8	499	563	Malicious
6,667	tcp	S3	7	447	615	Malicious
6,667	tcp	S3	9	571	615	Malicious
80	tcp	SF	82	4,802	114,431	Benign
6,667	tcp	S3	11	671	606	Malicious
80	tcp	SF	78	4,395	110,715	Benign
6,667	tcp	RSTR	5	328	328	Malicious
6,667	tcp	S3	8	499	615	Malicious
6,667	tcp	S3	10	631	615	Malicious
6,667	tcp	S3	10	619	563	Malicious
6,667	tcp	S3	9	566	562	Malicious
6,667	tcp	S3	9	571	563	Malicious
6,667	tcp	S3	9	559	563	Malicious
6,667	tcp	S3	8	506	562	Malicious
6,667	tcp	S3	8	511	563	Malicious
6,667	tcp	S3	11	683	563	Malicious
6,667	tcp	S3	8	558	562	Malicious
6,667	tcp	S3	8	499	606	Malicious
6,667	tcp	S3	8	511	615	Malicious
6,667	tcp	S3	9	558	562	Malicious
6,667	tcp	S3	10	631	563	Malicious
6,667	tcp	S3	10	679	563	Malicious
6,667	tcp	S3	10	619	606	Malicious
6,667	tcp	S3	10	623	563	Malicious
6,667	tcp	S3	8	510	614	Malicious
6,667	tcp	S3	10	629	613	Malicious
6,667	tcp	RSTR	6	388	328	Malicious
6,667	tcp	RSTR	5	340	328	Malicious
6,667	tcp	S3	8	559	563	Malicious
6,667	tcp	S3	8	499	658	Malicious
6,667	tcp	S3	8	511	709	Malicious
6,667	tcp	S3	7	446	614	Malicious
53	udp	S0	4	268	0	Benign
53	udp	SF	2	134	253	Benign
53	udp	SF	4	268	262	Benign
6,667	tcp	S3	9	551	606	Malicious
6,667	tcp	S3	9	563	563	Malicious
6,667	tcp	S3	10	619	658	Malicious
6,667	tcp	S3	8	498	562	Malicious
6,667	tcp	S3	8	510	562	Malicious
123	udp	SF	6	456	304	Benign
6,667	tcp	S3	11	675	674	Malicious
123	udp	SF	6	456	380	Benign
6,667	tcp	S3	9	565	561	Malicious
6,667	tcp	RSTR	7	448	328	Malicious
6,667	tcp	S3	9	566	614	Malicious
6,667	tcp	S3	9	571	709	Malicious
6,667	tcp	S3	11	731	563	Malicious
6,667	tcp	S3	10	611	606	Malicious
6,667	tcp	S3	8	506	614	Malicious
6,667	tcp	S3	9	566	627	Malicious
6,667	tcp	S3	9	567	667	Malicious
6,667	tcp	S3	9	559	606	Malicious