Datasets:

baalajimaestro
/

DDoS-CICIoT2023

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Split (1)

train · ~34.8M rows (showing the first 16M)

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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	ack_count int64	syn_count int64	fin_count int64	rst_count int64	HTTP float64	HTTPS float64	Telnet float64	SMTP float64	SSH float64	IRC float64	TCP float64	UDP 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	6	64	29,895.253029	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000033	100	0
20	6	64	11,724.775669	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000085	100	0
20	6	64	47,371.854529	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000021	100	0
20	6	64	57,307.063807	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000018	100	0
20	6	64	37,650.843806	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000027	100	0
20.04	6	63.77	53,335.503561	0.99	0.01	0.99	0	0.01	1	1	99	99	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000019	100	0
20	6	64	44,839.683558	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000022	100	0
20	6	64	23,197.301034	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000043	100	0
20	6	64	45,744.399607	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000022	100	0
20	6	64	22,993.827093	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000043	100	0
20	6	64	51,679.448004	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000019	100	0
20.2	6	64	45,516.049919	0.99	0.01	0.99	0	0.01	1	1	99	99	0	0	0	0	0	0	1	0	1	1	6,014	60	74	60.14	1.4	60.14	0.000022	100	1.96
20	6	64	43,217.970118	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000023	100	0
20	6	64	38,864.93699	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000026	100	0
20	6	64	19,845.299267	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.00005	100	0
20	6	65.69	56,496.551724	0.99	0	0.99	0.01	0.01	1	0	99	99	0	0.01	0	0	0	0	1	0	1	1	6,146	60	206	61.46	14.6	61.46	0.000018	100	213.16
20	6	64	28,426.32328	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000035	100	0
20	6	64	54,521.045106	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000018	100	0
20	6	64	48,215.932866	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000021	100	0
20	6	64	39,617.493152	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000025	100	0
20	6	64	35,714.441417	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000028	100	0
20	6	64	32,961.131631	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.00003	100	0
20	6	64	26,732.339069	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000037	100	0
20	6	64	13,024.57535	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000077	100	0
20	6	64	41,527.762376	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000027	100	0
20	6	64	43,365.425972	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000023	100	0
20	6	64	21,602.307375	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000046	100	0
20	6	64	37,509.425863	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000027	100	0
20	6	64	58,278.504933	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000017	100	0
20	6	64	42,482.568621	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000024	100	0
20	6	64	50,815.41071	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.00002	100	0
20	6	64	26,329.591965	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000038	100	0
20	6	64	49,455.300083	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.00002	100	0
20	6	64	42,551.526834	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000024	100	0
19.88	6	64	46,040.658617	0.99	0	0.99	0	0	0	0	99	99	0	0	0	0	0	0	0.99	0.01	1	1	6,030	60	90	60.3	3	60.3	0.000022	100	9
20	6	64	15,246.470374	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000066	100	0
19.88	6	63.83	40,764.933424	0.99	0	0.99	0	0	0	0	99	99	0	0	0	0	0	0	0.99	0.01	1	1	6,000	60	60	60	0	60	0.000025	100	0
20	6	64	53,193.455929	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000019	100	0
20	6	64	54,471.480519	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000018	100	0
20	6	64	48,947.415101	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.00002	100	0
20	6	64	48,680.408542	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000021	100	0
20	6	64	20,696.259745	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000048	100	0
20	6	64	11,086.656798	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.00009	100	0
20	6	64	31,664.683678	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000032	100	0
20	6	64	31,714.964083	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000032	100	0
20	6	64	45,600.173951	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000022	100	0
20	6	64	63,607.885957	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000016	100	0
20	6	64	60,532.602107	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000017	100	0
20	6	64	39,839.513678	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000026	100	0
20	6	64	43,329.586777	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000023	100	0
20	6	64	66,093.665301	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000015	100	0
20	6	64	40,952.001562	1	0	1	0	0	0	0	100	100	0	0	0.01	0.01	0.01	0.01	1	0	1	1	6,000	60	60	60	0	60	0.000025	100	0
20	6	64	41,527.762376	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000025	100	0
20	6	64	26,370.97768	1	0	1	0	0	0	0	100	100	0.01	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000038	100	0
20	6	64	61,088.027964	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000016	100	0
20	6	64	40,337.603385	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000025	100	0
20	6	64	32,883.606429	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.00003	100	0
20	6	64	11,940.399123	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000084	100	0
20	6	64	44,902.087571	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000022	100	0
20	6	64	42,031.305742	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000024	100	0
20	6	64	15,200.057984	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000066	100	0
20	6	64	2,019.8328	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000497	100	0
20	6	64	27,308.44456	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000037	100	0
20	6	64	40,571.715999	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000025	100	0
20	6	64	46,598.2002	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000021	100	0
20	6	64	16,082.453988	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000068	100	0
20	6	64	46,618.917417	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000025	100	0
20	6	64	39,839.513678	1	0	1	0	0	0	0	100	100	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000025	100	0