Datasets:

19kmunz
/

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
80	tcp	SF	55	3,574	65,235	Malicious
80	tcp	SF	50	3,111	65,035	Malicious
80	tcp	SF	59	3,719	78,523	Malicious
80	tcp	SF	52	2,784	66,563	Malicious
443	tcp	RSTO	8	936	2,425	Benign
443	tcp	SF	8	799	2,514	Benign
53	udp	SF	1	57	73	Benign
53	udp	SF	2	112	199	Benign
53	udp	SF	2	112	128	Benign
4,975	tcp	S0	3	180	0	Benign
53	udp	SF	6	360	184	Benign
4,975	tcp	S0	1	60	0	Benign
53	udp	SF	1	60	92	Benign
53	udp	S0	1	60	0	Benign
80	tcp	SF	7	447	3,070	Benign
80	tcp	SF	7	380	3,030	Benign
80	tcp	SF	7	455	1,917	Benign
80	tcp	SF	7	388	1,957	Benign
80	tcp	SF	8	459	852	Benign
53	udp	SF	2	136	224	Benign
53	udp	SF	2	120	208	Benign
53	udp	SF	4	240	300	Benign
80	tcp	SF	6	406	852	Benign
4,975	tcp	RSTR	5	320	328	Benign
4,975	tcp	RSTR	7	440	328	Benign
4,975	tcp	RSTR	6	380	328	Benign
4,975	tcp	S3	9	543	596	Benign
4,975	tcp	S3	9	559	553	Benign
4,975	tcp	S3	8	499	553	Benign
4,975	tcp	S3	7	439	553	Benign
4,975	tcp	S3	9	559	605	Benign
4,975	tcp	S3	10	634	621	Benign
22	tcp	OTH	201	10,892	38,284	Benign
4,975	tcp	S3	8	509	655	Benign
4,975	tcp	S3	9	563	605	Benign
4,975	tcp	S3	10	623	605	Benign
4,975	tcp	S3	8	491	553	Benign
4,975	tcp	S3	8	499	605	Benign
4,975	tcp	S3	7	451	605	Benign
4,975	tcp	S3	9	563	657	Benign
4,975	tcp	S3	8	511	605	Benign
4,975	tcp	S3	8	503	605	Benign
4,975	tcp	S3	9	571	605	Benign
4,975	tcp	S3	8	502	604	Benign
4,975	tcp	S3	8	503	553	Benign
4,975	tcp	S3	8	510	604	Benign
4,975	tcp	S3	8	498	552	Benign
4,975	tcp	S3	10	707	657	Benign
4,975	tcp	S3	7	439	605	Benign
4,975	tcp	S3	7	438	552	Benign
4,975	tcp	S3	8	511	657	Benign
4,975	tcp	RSTR	6	392	328	Benign
4,975	tcp	S3	8	503	648	Benign
4,975	tcp	S3	9	558	604	Benign
4,975	tcp	S3	10	623	709	Benign
4,975	tcp	S3	9	555	605	Benign
4,975	tcp	S3	10	623	553	Benign
4,975	tcp	S3	7	451	657	Benign
4,975	tcp	S3	9	562	647	Benign
4,975	tcp	S3	8	499	657	Benign
4,975	tcp	S3	7	438	604	Benign
4,975	tcp	S3	9	571	657	Benign
4,975	tcp	S3	8	490	552	Benign
4,975	tcp	S3	9	551	553	Benign
4,975	tcp	S3	8	503	700	Benign
4,975	tcp	S3	11	687	657	Benign
4,975	tcp	S3	7	450	604	Benign
53	udp	SF	6	408	200	Benign
80	tcp	SF	7	455	3,037	Benign
80	tcp	SF	7	455	1,957	Benign
80	tcp	SF	8	460	1,957	Benign
53	udp	SF	1	68	100	Benign
53	udp	SF	1	68	124	Benign
4,975	tcp	S3	9	550	552	Benign
4,975	tcp	S3	10	611	553	Benign
4,975	tcp	S3	9	555	596	Benign
4,975	tcp	RSTR	5	332	328	Benign
4,975	tcp	S3	9	559	657	Benign
4,975	tcp	S3	9	571	709	Benign
4,975	tcp	S3	9	563	648	Benign
53	udp	S0	1	57	0	Benign
4,975	tcp	S3	9	563	553	Benign
4,975	tcp	S3	8	502	552	Benign
4,975	tcp	S3	9	555	648	Benign
4,975	tcp	S3	9	555	553	Benign
4,975	tcp	S3	9	569	603	Benign
4,975	tcp	S3	8	510	656	Benign
4,975	tcp	S3	8	498	656	Benign
4,975	tcp	S3	9	554	647	Benign
4,975	tcp	S3	9	557	551	Benign
4,975	tcp	S3	7	439	657	Benign
4,975	tcp	S3	8	491	596	Benign
4,975	tcp	S3	9	570	604	Benign
4,975	tcp	S3	7	450	656	Benign
4,975	tcp	S3	9	558	552	Benign
4,975	tcp	S3	8	498	604	Benign
80	tcp	SF	9	575	3,037	Benign
80	tcp	SF	7	467	1,957	Benign
80	tcp	SF	7	388	1,917	Benign
53	udp	SF	6	408	324	Benign

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