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
6,667	tcp	S3	9	611	563	Malicious
63,798	tcp	S0	3,069	122,760	0	Malicious
63,798	tcp	S0	1	40	0	Malicious
63,798	tcp	S0	4,088	163,520	0	Malicious
63,798	tcp	S0	5,110	204,400	0	Malicious
63,798	tcp	S0	4,084	163,360	0	Malicious
63,798	tcp	S0	5,105	204,200	0	Malicious
63,798	tcp	S0	4,080	163,200	0	Malicious
63,798	tcp	S0	5,100	204,000	0	Malicious
63,798	tcp	S0	2,206	88,240	0	Malicious
63,798	tcp	S0	2,038	81,520	0	Malicious
67	udp	SF	1	373	328	Benign
123	udp	SF	6	456	228	Benign
6,667	tcp	RSTR	606	45,630	74,159	Malicious
1	tcp	S0	1,175	47,000	0	Benign
1	tcp	S0	1	40	0	Benign
1	tcp	S0	1,023	40,920	0	Benign
256	udp	S0	719	2,965,156	0	Malicious
6,667	tcp	S3	9	546	632	Malicious
6,667	tcp	S3	7	434	589	Malicious
6,667	tcp	S3	9	554	589	Malicious
6,667	tcp	S3	10	606	589	Malicious
6,667	tcp	S3	8	486	589	Malicious
53	tcp	S0	3,069	122,760	0	Benign
53	tcp	S0	1	40	0	Benign
53	tcp	S0	4,088	163,520	0	Benign
53	tcp	S0	5,110	204,400	0	Benign
53	tcp	S0	2,042	81,680	0	Benign
53	tcp	S0	2,024	80,960	0	Benign
6,667	tcp	S3	7	434	632	Malicious
6,667	tcp	S0	2	120	0	Malicious
6,667	tcp	S3	8	494	589	Malicious
6,667	tcp	S3	9	550	684	Malicious
6,667	tcp	S3	10	598	632	Malicious
6,667	tcp	S3	9	546	589	Malicious
6,667	tcp	S3	9	566	589	Malicious
6,667	tcp	S3	8	506	589	Malicious
6,667	tcp	S3	8	486	632	Malicious
6,667	tcp	S3	9	558	589	Malicious
6,667	tcp	S3	10	610	684	Malicious
6,667	tcp	S3	9	558	641	Malicious
6,667	tcp	S3	11	720	589	Malicious
6,667	tcp	S3	239	15,563	32,616	Malicious
123	udp	SF	8	608	456	Benign
6,667	tcp	S3	10	606	632	Malicious
6,667	tcp	S3	10	618	641	Malicious
6,667	tcp	S1	11	798	657	Malicious
6,667	tcp	RSTR	56	3,904	7,127	Malicious
6,667	tcp	S3	12	746	940	Malicious
6,667	tcp	S3	11	964	474	Malicious
6,667	tcp	RSTR	23	2,216	506	Malicious
6,667	tcp	S3	53	3,782	6,156	Malicious
6,667	tcp	S1	14	1,480	60	Malicious
6,667	tcp	S3	7	446	589	Malicious
6,667	tcp	S3	8	548	589	Malicious
6,667	tcp	S3	8	498	706	Malicious
6,667	tcp	S3	7	442	589	Malicious
6,667	tcp	S3	7	434	580	Malicious
80	tcp	OTH	0	0	0	Malicious
6,667	tcp	S3	8	506	706	Malicious
6,667	tcp	S3	10	610	632	Malicious
6,667	tcp	S3	10	668	589	Malicious
6,667	tcp	S3	11	662	684	Malicious
6,667	tcp	S3	9	562	693	Malicious
6,667	tcp	S1	9	690	494	Malicious
5,376	udp	S0	18,444	76,063,056	0	Malicious
6,667	tcp	S3	9	550	749	Malicious
6,667	tcp	S3	10	618	632	Malicious
80	tcp	S0	3,069	122,760	0	Malicious
80	tcp	S0	1	40	0	Malicious
80	tcp	S0	4,088	163,520	0	Malicious
80	tcp	S0	5,110	204,400	0	Malicious
80	tcp	S0	5,086	203,440	0	Malicious
80	tcp	S0	4,084	163,360	0	Malicious
80	tcp	S0	19	760	0	Malicious
80	tcp	S0	5,008	200,320	0	Malicious
80	tcp	S0	4,080	163,200	0	Malicious
80	tcp	S0	92	3,680	0	Malicious
80	tcp	S0	3,685	147,400	0	Malicious
80	tcp	S0	3,057	122,280	0	Malicious
6,667	tcp	S3	9	538	632	Malicious
6,667	tcp	S3	226	15,767	30,048	Malicious
6,667	tcp	S3	8	498	712	Malicious
6,667	tcp	S3	8	498	641	Malicious
6,667	tcp	S3	8	498	758	Malicious
6,667	tcp	S3	10	664	684	Malicious
6,667	tcp	S3	10	618	589	Malicious
6,667	tcp	S3	9	600	644	Malicious
6,667	tcp	S3	8	498	589	Malicious
6,667	tcp	S1	159	11,778	22,240	Malicious
80	tcp	S0	1	60	0	Malicious
22	tcp	SF	47	3,316	3,400	Benign
80	tcp	SF	88	5,737	125,319	Malicious
80	tcp	S0	3	180	0	Malicious
80	tcp	SF	87	5,761	123,923	Malicious
80	tcp	SF	61	4,056	86,299	Malicious
80	tcp	SF	65	3,693	92,186	Malicious
80	tcp	SF	88	5,141	128,077	Malicious
23	tcp	S0	3	180	0	Malicious
23	tcp	S0	1	60	0	Malicious