Datasets:

19kmunz
/

iot-23-preprocessed-minimumcolumns

Dataset card Viewer Files Files and versions Community

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
3	icmp	OTH	4	352	0	Benign
23	tcp	RSTOS0	6	320	80	Malicious
0	icmp	OTH	2	336	0	Benign
23	tcp	SF	12	640	568	Malicious
59,160	tcp	RSTOS0	2	80	0	Benign
38,800	tcp	RSTOS0	2	80	0	Benign
57,378	tcp	RSTOS0	2	80	0	Benign
41,034	tcp	RSTOS0	2	80	0	Benign
123	udp	SF	12	912	912	Benign
23	tcp	SF	8	432	328	Malicious
23	tcp	RSTO	54	2,248	2,170	Malicious
44,928	tcp	RSTOS0	2	80	0	Benign
23	tcp	RSTO	50	2,120	1,680	Malicious
23	tcp	RSTR	8	400	248	Malicious
23	tcp	SF	8	432	336	Malicious
23	tcp	SF	10	552	328	Malicious
23	tcp	RSTO	4	200	88	Malicious
23	tcp	RSTO	40	2,972	1,444	Malicious
1	icmp	OTH	4	432	0	Benign
39,380	tcp	RSTOS0	2	80	0	Benign
43,556	tcp	RSTOS0	2	80	0	Benign
51,038	tcp	RSTOS0	2	80	0	Benign
23	tcp	SF	16	832	764	Malicious
23	tcp	RSTO	54	2,898	2,414	Malicious
23	tcp	SF	34	1,808	1,792	Malicious
23	tcp	RSTO	70	6,160	4,068	Malicious
57,480	tcp	RSTOS0	2	80	0	Benign
23	tcp	SF	8	432	304	Malicious
3	icmp	OTH	2	112	0	Benign
38,072	tcp	RSTOS0	2	80	0	Benign
23	tcp	REJ	2	120	120	Malicious
23	tcp	REJ	2	120	144	Malicious
23	tcp	SF	36	1,938	1,466	Malicious
60,756	tcp	RSTOS0	2	80	0	Benign
58,504	tcp	RSTOS0	2	80	0	Benign
23	tcp	RSTO	50	2,636	2,940	Malicious
53,946	tcp	RSTOS0	2	80	0	Benign
50,558	tcp	RSTOS0	2	80	0	Benign
23	tcp	RSTR	8	440	168	Malicious
50,890	tcp	RSTOS0	2	80	0	Benign
23	tcp	S2	18	800	88	Malicious
23	tcp	SF	16	880	1,140	Malicious
50,476	tcp	RSTOS0	2	80	0	Benign
23	tcp	S1	36	1,480	1,440	Malicious
10	icmp	OTH	2	112	0	Benign
0	icmp	OTH	2	160	0	Benign
23	tcp	RSTR	10	440	168	Malicious
3	icmp	OTH	2	144	0	Benign
37,936	tcp	RSTOS0	2	80	0	Benign
33,300	tcp	RSTOS0	2	80	0	Benign
23	tcp	RSTO	66	2,728	3,038	Malicious
23	tcp	RSTO	46	2,488	2,060	Malicious
23	tcp	S1	16	760	88	Malicious
44,050	tcp	RSTOS0	2	80	0	Benign
80	tcp	S0	6	360	0	Benign
80	tcp	SF	178	9,840	284,806	Malicious
80	tcp	SF	220	11,878	434,528	Malicious
8,081	tcp	S0	4	160	0	Malicious
8,081	tcp	S0	12	480	0	Malicious
4,554	tcp	S0	6	360	0	Malicious
8,081	tcp	S0	6	240	0	Malicious
8,081	tcp	S0	10	400	0	Malicious
8,081	tcp	S0	8	320	0	Malicious
80	tcp	SF	196	10,574	356,382	Malicious
8,081	tcp	S0	16	640	0	Malicious
4,554	tcp	S0	2	120	0	Malicious
8,081	tcp	S0	14	560	0	Malicious
80	tcp	S0	2	120	0	Benign
8,081	tcp	REJ	6	240	80	Benign
80	tcp	SF	174	9,674	257,352	Malicious
8,081	tcp	S0	22	880	0	Malicious
80	tcp	SF	194	10,688	308,624	Malicious
80	tcp	SF	162	8,906	248,952	Malicious
80	tcp	SF	190	10,370	292,216	Malicious
80	tcp	SF	192	10,476	342,256	Malicious
80	tcp	SF	190	10,326	335,784	Malicious
80	tcp	SF	194	10,598	320,172	Malicious
80	tcp	RSTO	12	956	1,358	Benign
8,081	tcp	REJ	4	160	80	Benign
8,081	tcp	S0	18	720	0	Malicious
4,554	tcp	SF	12	678	510	Malicious
4,554	tcp	SF	10	558	510	Malicious
4,554	tcp	RSTR	8	454	534	Malicious
8,081	tcp	REJ	4	160	144	Benign
4,554	tcp	SF	14	798	510	Malicious
8,081	tcp	RSTO	10	400	176	Benign
30,535	tcp	REJ	2	88	80	Benign
0	icmp	OTH	4	272	0	Benign
8,081	tcp	REJ	12	480	80	Benign
24,159	tcp	RSTOS0	2	80	0	Benign
22	tcp	OTH	768	40,016	118,616	Malicious
8,081	tcp	RSTO	6	240	88	Benign
4,554	tcp	RSTR	14	820	534	Malicious
8,081	tcp	REJ	8	320	80	Benign
8,081	tcp	S0	20	800	0	Malicious
8,081	tcp	REJ	10	400	80	Benign
4,554	tcp	RSTR	10	558	510	Malicious
4,554	tcp	RSTR	14	798	510	Malicious
22	tcp	OTH	26	1,832	1,864	Benign
8,081	tcp	RSTO	10	400	88	Benign