Datasets:

baalajimaestro
/

CICDDoSIoT2023

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Split (1)

train · 22M rows

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Header_Length float64	Protocol Type int64	Time_To_Live float64	Rate float64	fin_flag_number float64	syn_flag_number float64	rst_flag_number float64	psh_flag_number float64	ack_flag_number float64	ece_flag_number float64	cwr_flag_number float64	ack_count int64	syn_count int64	fin_count int64	rst_count int64	HTTP float64	HTTPS float64	DNS float64	Telnet float64	SMTP float64	SSH float64	IRC float64	TCP float64	UDP float64	DHCP float64	ARP float64	ICMP float64	IGMP float64	IPv float64	LLC float64	Tot sum int64	Min int64	Max int64	AVG float64	Std float64	Tot size float64	IAT float64	Number int64	Variance float64
20.04	6	65.91	1,596.808138	0	1	0	0	0	0	0	0	100	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000626	100	0
20.2	6	65.73	26,838.392629	0	1	0	0	0.01	0	0	1	100	0	0	0	0.01	0	0	0	0	0	1	0	0	0	0	0	1	1	6,014	60	74	60.14	1.4	60.14	0.000037	100	1.96
20.28	6	67.59	1,757.313859	0	1	0	0	0.01	0	0	1	100	0	0	0	0.01	0	0	0	0	0	1	0	0	0	0	0	1	1	6,014	60	74	60.14	1.4	60.14	0.000569	100	1.96
19.72	6	67.19	1,062.833917	0	0.96	0	0	0.03	0	0	3	96	0	0	0	0.01	0	0	0	0	0	0.96	0.03	0.02	0.01	0	0	0.99	0.99	6,734	60	348	67.34	42.079343	67.34	0.000942	100	1,770.671111
19.44	6	64	1,522.577085	0	0.96	0	0	0	0	0	0	96	0	0	0	0	0.03	0	0	0	0	0.96	0.03	0	0.01	0	0	0.99	0.99	6,101	60	115	61.01	6.341295	61.01	0.000658	100	40.21202
19.36	6	65.27	904.625246	0	0.96	0	0	0	0	0	0	96	0	0	0	0	0.01	0	0	0	0	0.96	0.02	0	0.02	0	0	0.98	0.98	6,209	60	214	62.09	16.300273	62.09	0.001105	100	265.698889
20.08	6	64	956.719016	0	0.98	0.01	0	0.01	0	0	1	98	0	1	0	0	0	0	0	0	0	0.99	0.01	0	0	0	0	1	1	6,014	60	74	60.14	1.4	60.14	0.001045	100	1.96
19.6	6	64.63	2,456.156049	0	0.97	0	0	0.01	0	0	1	97	0	0	0	0	0	0	0	0	0	0.98	0	0	0.02	0	0	0.98	0.98	6,000	60	60	60	0	60	0.000407	100	0
20	6	64	2,018.365118	0	1	0	0	0	0	0	0	100	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000625	100	0
19.68	6	65.91	2,366.8685	0	0.98	0	0	0	0	0	0	98	0	0	0	0	0	0	0	0	0	0.98	0.01	0	0	0.01	0	1	1	6,208	60	230	62.08	17.382029	62.08	0.000428	100	302.134949
19.84	6	66.36	861.044757	0	0.98	0	0	0.01	0	0	1	98	0	0	0	0.01	0	0	0	0	0	0.98	0	0	0.02	0	0	0.98	0.98	6,014	60	74	60.14	1.4	60.14	0.001161	100	1.96
20	6	64	9,947.359184	0	1	0	0	0	0	0	0	100	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000101	100	0
19.8	6	64	2,608.300685	0	0.99	0	0	0	0	0	0	99	0	0	0	0	0	0	0	0	0	0.99	0	0	0	0.01	0	1	1	6,142	60	202	61.42	14.2	61.42	0.000383	100	201.64
19.44	6	70.14	1,162.697684	0	0.96	0	0	0.01	0	0	1	96	0	0	0	0	0.02	0	0	0	0	0.96	0.02	0	0	0.02	0	1	1	6,260	60	177	62.6	14.849412	62.6	0.00086	100	220.505051
20	6	64	41,630.808933	0	1	0	0	0	0	0	0	100	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000024	100	0
20	6	64	6,181.548075	0	1	0	0	0	0	0	0	100	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000162	100	0
20.04	6	65.73	4,384.641278	0	1	0	0	0.01	0	0	1	100	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000228	100	0
19.8	6	64.54	2,434.938899	0	0.99	0	0	0	0	0	0	99	0	0	0	0	0	0	0	0	0	0.99	0	0	0	0.01	0	1	1	6,038	60	98	60.38	3.8	60.38	0.000411	100	14.44
20	6	64	43,009.680066	0	1	0	0	0	0	0	0	100	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000023	100	0
20	6	64	6,139.113889	0	1	0	0	0	0	0	0	100	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000172	100	0
20.130435	6	63.826087	4,636.817688	0	0.98913	0	0	0.01087	0	0	1	91	0	0	0	0.01087	0	0	0	0	0	1	0	0	0	0	0	1	1	6,970	60	1,510	75.76087	151.17295	75.76087	0.000216	92	22,853.26087