Datasets:

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
80	tcp	SF	5	791	438	Benign
443	tcp	RSTR	7,968	3,207,031	2,362,011	Benign
5,353	udp	S0	8	1,228	0	Benign
5,353	udp	S0	14	2,130	0	Benign
53	udp	SF	1	64	171	Benign
443	tcp	RSTR	14	1,729	6,297	Benign
443	tcp	RSTR	14	1,656	6,328	Benign
443	tcp	RSTR	13	1,582	6,429	Benign
443	tcp	RSTR	14	1,684	6,438	Benign
80	tcp	SF	8	772	1,226	Benign
80	tcp	SF	6	505	680	Benign
0	icmp	OTH	4	304	0	Benign
443	tcp	RSTR	13	3,248	5,911	Benign
443	tcp	RSTR	16	8,040	5,585	Benign
67	udp	S0	22	7,219	0	Benign
443	tcp	RSTR	13	3,408	5,420	Benign
443	tcp	RSTR	11	2,102	5,787	Benign
443	tcp	SF	185	221,257	10,217	Benign
443	tcp	SF	115	118,734	9,123	Benign
443	tcp	S1	20	4,332	7,171	Benign
80	tcp	SF	13	1,002	2,800	Benign
443	tcp	S3	13	1,513	6,476	Benign
80	tcp	S3	139	7,427	196,624	Benign
443	tcp	SF	26	12,202	6,161	Benign
80	tcp	SF	8	632	1,027	Benign
443	tcp	RSTR	17	4,457	6,001	Benign
80	tcp	SF	9	684	1,486	Benign
443	tcp	RSTR	17	4,445	5,892	Benign
443	tcp	RSTRH	0	0	40	Benign
443	tcp	SF	14	1,919	6,752	Benign
443	tcp	SF	48	3,041	64,561	Benign
53	udp	SF	1	86	123	Benign
80	tcp	SF	5	355	406	Benign
443	tcp	S3	18	4,689	5,961	Benign
443	tcp	RSTR	18	6,011	6,081	Benign
443	tcp	RSTR	17	4,961	5,553	Benign
443	tcp	S3	18	4,497	5,961	Benign
443	tcp	SF	7	675	374	Benign
443	tcp	SF	21	5,502	6,121	Benign
443	tcp	S3	18	4,561	5,961	Benign
5,353	udp	S0	5	515	0	Benign
5,353	udp	S0	5	615	0	Benign
5,353	udp	S0	1	123	0	Benign
5,353	udp	S0	1	412	0	Benign
5,353	udp	S0	1	436	0	Benign
5,353	udp	S0	1	432	0	Benign
443	tcp	SF	12	1,871	6,056	Benign
443	tcp	RSTR	11	2,134	5,833	Benign
5,353	udp	S0	7	721	0	Benign
5,353	udp	S0	7	861	0	Benign
443	tcp	S3	17	4,445	5,852	Benign
5,353	udp	S0	2	468	0	Benign
5,353	udp	S0	6	1,415	0	Benign
5,353	udp	S0	6	1,535	0	Benign
443	tcp	RSTR	18	5,125	5,972	Benign
443	tcp	S3	26	15,059	5,972	Benign
443	tcp	SF	14	1,951	6,683	Benign
443	tcp	SF	59	3,505	64,465	Benign
443	tcp	RSTR	11	2,134	5,788	Benign
443	tcp	SF	18	4,302	5,517	Benign
443	tcp	RSTR	18	4,497	6,001	Benign
5,353	udp	S0	2	339	0	Benign
5,353	udp	S0	2	379	0	Benign
443	tcp	SF	20	4,662	6,041	Benign
5,353	udp	S0	11	1,857	0	Benign
5,353	udp	S0	11	1,637	0	Benign
5,353	udp	S0	6	618	0	Benign
5,353	udp	S0	6	738	0	Benign
443	tcp	S3	19	5,886	6,041	Benign
443	tcp	RSTR	17	4,217	6,001	Benign
443	tcp	S3	1,851	528,817	256,916	Benign
5,353	udp	S0	1	433	0	Benign
5,353	udp	S0	1	453	0	Benign
5,353	udp	S0	1	457	0	Benign
5,353	udp	S0	3	309	0	Benign
5,353	udp	S0	3	369	0	Benign
5,353	udp	S0	1	206	0	Benign
5,353	udp	S0	1	357	0	Benign
5,353	udp	S0	1	129	0	Benign
5,353	udp	S0	1	109	0	Benign
5,353	udp	S0	8	2,477	0	Benign
5,353	udp	S0	23	6,900	0	Benign
5,353	udp	S0	32	9,988	0	Benign
5,353	udp	S0	22	6,846	0	Benign
5,353	udp	S0	2	380	0	Benign
5,353	udp	S0	3	480	0	Benign
5,353	udp	S0	18	5,919	0	Benign
57,621	udp	S0	617	44,424	0	Benign
5,353	udp	S0	1	386	0	Benign
5,353	udp	S0	1	402	0	Benign
5,353	udp	S0	1	382	0	Benign
5,353	udp	S0	1	408	0	Benign
5,353	udp	S0	3	692	0	Benign
5,353	udp	S0	3	632	0	Benign
136	icmp	OTH	1	72	0	Benign
0	icmp	OTH	2	232	0	Benign
135	icmp	OTH	1	72	0	Benign
0	icmp	OTH	3	308	0	Benign
67	udp	SHR	0	0	1,152	Benign
67	udp	S0	13	4,264	0	Benign