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adithyagenie
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CICDDoSIoT2023_split

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attack · 33.7M 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
0	1	64	25,999.900818	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000038	100	0
0	1	64	27,510.848747	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000036	100	0
0	1	64	30,220.5058	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000033	100	0
0.4	1	64.64	30,901.819789	0	0	0	0	0.01	0	0	1	0	0	0	0	0.01	0.01	0	0	0	0	0.01	0.01	0	0	0.98	0	1	1	6,032	60	86	60.32	2.662421	60.32	0.000032	100	7.088485
0	1	64	49,701.433819	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.00002	100	0
0	1	64	23,963.343427	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000042	100	0
0.44	1	64	45,041.924399	0	0.01	0	0	0	0	0	0	1	0	0	0	0.01	0	0	0	0	0	0.01	0	0	0	0.99	0	1	1	6,018	60	78	60.18	1.8	60.18	0.000022	100	3.24
0	1	64	65,576.985616	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000015	100	0
0	1	64	29,129.133968	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000034	100	0
0	1	64	63,976.57108	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000016	100	0
0	1	64	40,485.559846	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000025	100	0
0	1	64	34,069.563805	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000029	100	0
0	1	63.36	64,897.168498	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.01	0.99	0	0.99	0.99	6,000	60	60	60	0	60	0.000015	100	0
0.64	1	65.18	25,464.780523	0	0	0	0.02	0.02	0	0	2	0	0	0	0	0.02	0	0	0	0	0	0.02	0	0	0	0.98	0	1	1	6,746	60	773	67.46	71.343021	67.46	0.000039	100	5,089.826667
0.64	1	64	13,397.764007	0	0	0	0.02	0.02	0	0	2	0	0	0	0	0.02	0	0	0	0	0	0.02	0	0	0	0.98	0	1	1	11,724	60	5,244	117.24	520.66211	117.24	0.000075	100	271,089.032727
0	1	64	15,382.344959	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000065	100	0
0	1	64	30,101.220037	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000033	100	0
0	1	64	14,494.605522	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000069	100	0
0	1	64	6,632.254392	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000151	100	0
0	1	64	25,792.055098	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000039	100	0
0	1	64	42,664.062659	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000023	100	0
0	1	64	59,595.112248	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000017	100	0
0.32	1	63.95	64,398.955934	0	0.01	0	0	0.01	0	0	1	1	0	0	0	0.01	0	0	0	0	0	0.01	0	0	0	0.99	0	1	1	6,006	60	66	60.06	0.6	60.06	0.000026	100	0.36
0	1	64	61,392.037471	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000016	100	0
0	1	63.36	33,132.980488	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.01	0.99	0	0.99	0.99	6,000	60	60	60	0	60	0.00003	100	0
0	1	64	44,090.234416	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000023	100	0
1.6	1	66.95	21,349.404459	0	0	0	0	0.05	0	0	5	0	0	0	0	0.05	0	0	0	0	0	0.05	0	0	0	0.95	0	1	1	6,030	60	66	60.3	1.314257	60.3	0.000047	100	1.727273
0	1	64	40,900.087762	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000024	100	0
0	1	64	39,060.383684	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000026	100	0
0	1	64	81,506.101827	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000012	100	0
0	1	64	30,874.523371	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000032	100	0
0.08	1	64	52,851.612903	0	0	0	0	0	0	0	0	0	0	0	0	0	0.01	0	0	0	0	0	0.01	0	0	0.99	0	1	1	6,023	60	83	60.23	2.3	60.23	0.000019	100	5.29
0.16	1	65.91	11,038.804085	0	0	0	0	0	0	0	0	0	0	0	0	0	0.02	0	0	0	0	0	0.02	0	0	0.98	0	1	1	6,040	60	81	60.4	2.817693	60.4	0.000091	100	7.939394
0	1	64	29,052.462423	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000036	100	0
0	1	64	36,139.100465	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000028	100	0
0	1	64	41,388.434971	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000024	100	0
0	1	63.36	25,329.452262	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.01	0.99	0	0.99	0.99	6,000	60	60	60	0	60	0.000039	100	0
0	1	64	33,874.20449	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.00003	100	0
0	1	64	22,104.368906	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000045	100	0
0.64	1	64	12,789.461808	0	0	0	0.01	0.02	0	0	2	0	0	0	0.02	0	0	0	0	0	0	0.02	0	0	0	0.98	0	1	1	6,208	60	262	62.08	20.20285	62.08	0.000078	100	408.155152
0	1	64	99,508.991696	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.00001	100	0
0.32	1	64	19,334.826903	0	0	0	0	0.01	0	0	1	0	0	0	0	0.01	0	0	0	0	0	0.01	0	0	0	0.99	0	1	1	6,006	60	66	60.06	0.6	60.06	0.000052	100	0.36
0	1	64	31,289.101082	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000032	100	0
0	1	64	49,920.304689	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.00002	100	0
0	1	64	28,240.667924	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000036	100	0
0	1	63.36	35,002.11967	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.01	0.99	0	0.99	0.99	6,000	60	60	60	0	60	0.000029	100	0
1.12	1	65.68	6,947.777833	0	0.01	0	0.02	0.03	0	0	3	1	0	0	0.01	0.02	0.01	0	0	0	0	0.03	0.01	0	0	0.96	0	1	1	6,870	60	773	68.7	72.067939	68.7	0.000144	100	5,193.787879
0	1	64	31,555.100813	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000032	100	0
0	1	64	42,807.756685	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000023	100	0
0.96	1	63.36	13,566.774486	0	0	0	0.02	0.03	0	0	3	0	0	0	0	0.03	0	0	0	0	0	0.03	0	0	0.01	0.96	0	0.99	0.99	11,854	60	2,902	118.54	371.840506	118.54	0.000074	100	138,265.36202
0	1	64	14,150.345805	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000071	100	0
0	1	64	11,176.763397	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000089	100	0
0	1	64	129,174.745919	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000008	100	0
0	1	64	47,754.799044	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000021	100	0
0	1	63.36	13,964.721159	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.01	0.99	0	0.99	0.99	6,000	60	60	60	0	60	0.000072	100	0
0	1	64	16,885.961593	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000059	100	0
0	1	64	14,628.571429	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000068	100	0
0	1	64	37,052.155477	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000027	100	0
0	1	64	44,445.31101	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000023	100	0
1.6	1	66.95	34,807.502075	0	0	0	0	0.05	0	0	5	0	0	0	0	0.05	0	0	0	0	0	0.05	0	0	0	0.95	0	1	1	6,030	60	66	60.3	1.314257	60.3	0.000029	100	1.727273
0	1	64	16,071.977622	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000062	100	0
0	1	64	12,542.400048	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.00008	100	0
0.4	1	63.36	6,192.317005	0	0	0	0	0.01	0	0	1	0	0	0	0.01	0	0.01	0	0	0	0	0.01	0.01	0	0.01	0.97	0	0.99	0.99	6,045	60	99	60.45	3.939889	60.45	0.000161	100	15.522727
0.4	1	64	34,987.520854	0.01	0	0	0	0.01	0	0	1	0	1	0	0.01	0	0.01	0	0	0	0	0.01	0.01	0	0	0.98	0	1	1	6,016	60	70	60.16	1.160982	60.16	0.000029	100	1.347879
0	1	64	12,030.817772	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000083	100	0
0.4	1	63.36	8,134.013381	0	0.01	0	0	0	0	0	0	1	0	0	0	0.01	0	0	0	0	0	0.01	0	0	0.01	0.98	0	0.99	0.99	6,014	60	74	60.14	1.4	60.14	0.000123	100	1.96
0.96	1	63.6	32,648.120184	0.01	0	0	0.01	0.03	0	0	3	0	1	0	0.03	0	0	0	0	0	0	0.03	0	0	0	0.97	0	1	1	6,393	60	441	63.93	38.097232	63.93	0.000031	100	1,451.399091
0.24	1	65.27	11,429.867015	0	0.01	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0.01	0	0	0.01	0.98	0	0.99	0.99	6,000	60	60	60	0	60	0.000087	100	0
0.08	1	63.36	7,492.23679	0	0	0	0	0	0	0	0	0	0	0	0	0	0.01	0	0	0	0	0	0.01	0	0.02	0.97	0	0.98	0.98	6,026	60	86	60.26	2.6	60.26	0.000133	100	6.76
0.32	1	63.36	16,275.917734	0	0	0	0	0.01	0	0	1	0	0	0	0	0.01	0	0	0	0	0	0.01	0	0	0.01	0.98	0	0.99	0.99	6,006	60	66	60.06	0.6	60.06	0.000061	100	0.36
0	1	63.36	17,608.329135	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.01	0.99	0	0.99	0.99	6,000	60	60	60	0	60	0.000057	100	0
0.08	1	63.94	6,789.316585	0	0	0	0	0	0	0	0	0	0	0	0	0	0.01	0	0	0	0	0	0.01	0	0.01	0.98	0	0.99	0.99	6,125	60	185	61.25	12.5	61.25	0.000147	100	156.25
0.64	1	64.54	22,381.558164	0	0	0	0.02	0.02	0	0	2	0	0	0	0	0.02	0	0	0	0	0	0.02	0	0	0.01	0.97	0	0.99	0.99	6,746	60	773	67.46	71.343021	67.46	0.000045	100	5,089.826667
0.96	1	64	11,552.646945	0	0	0	0.02	0.03	0	0	3	0	0	0	0	0.03	0	0	0	0	0	0.03	0	0	0	0.97	0	1	1	11,710	60	2,902	117.1	369.745025	117.1	0.000087	100	136,711.383838
0	1	64	16,146.84324	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000062	100	0
0	1	64	26,035.40658	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000038	100	0
0	1	64	42,031.305742	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000024	100	0
0	1	64	5,245.240358	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000191	100	0
0	1	64	118,886.1678	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000008	100	0
0	1	64	16,772.519694	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.00006	100	0
0	1	64	102,675.740514	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.00001	100	0
0	1	64	14,727.191011	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000068	100	0
0	1	64	97,090.37037	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.00001	100	0
1.6	1	66.31	110,492.729189	0	0	0	0	0.05	0	0	5	0	0	0	0	0.05	0	0	0	0	0	0.05	0	0	0.01	0.94	0	0.99	0.99	6,030	60	66	60.3	1.314257	60.3	0.000009	100	1.727273
0	1	63.36	13,621.850541	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.01	0.99	0	0.99	0.99	6,000	60	60	60	0	60	0.000073	100	0
0	1	64	55,494.892829	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000018	100	0
0	1	64	25,673.648773	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000039	100	0
0.24	1	63.77	12,118.413221	0	0.01	0	0	0.01	0	0	1	1	0	0	0	0	0	0	0	0	0	0.01	0	0	0	0.99	0	1	1	6,000	60	60	60	0	60	0.000083	100	0
0	1	64	50,938.83896	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.00002	100	0
0.32	1	63.86	25,582.824032	0	0	0	0	0.01	0	0	1	0	0	0	0.01	0	0	0	0	0	0	0.01	0	0	0	0.99	0	1	1	6,006	60	66	60.06	0.6	60.06	0.000039	100	0.36
0.32	1	64	107,298.644155	0	0	0	0	0.01	0	0	1	0	0	0	0	0.01	0	0	0	0	0	0.01	0	0	0	0.99	0	1	1	6,006	60	66	60.06	0.6	60.06	0.000009	100	0.36
0.32	1	64	10,139.986462	0	0	0	0.01	0.01	0	0	1	0	0	0	0	0.01	0	0	0	0	0	0.01	0	0	0	0.99	0	1	1	6,257	60	317	62.57	25.7	62.57	0.000099	100	660.49
0	1	64	105,464.018104	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000009	100	0
0	1	64	102,375.006102	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.00001	100	0
0	1	64	16,131.938462	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000062	100	0
0	1	64	101,213.899614	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.00001	100	0
0	1	64	23,957.868281	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000042	100	0
0.4	1	63.85	26,630.501587	0	0.01	0	0	0.01	0	0	1	1	0	0	0	0.01	0	0	0	0	0	0.01	0	0	0	0.99	0	1	1	6,014	60	74	60.14	1.4	60.14	0.000038	100	1.96
0	1	64	142,228.009495	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	6,000	60	60	60	0	60	0.000007	100	0
0.32	1	64	2,837.209806	0	0	0	0	0.01	0	0	1	0	0	0	0	0.01	0	0	0	0	0	0.01	0	0	0	0.99	0	1	1	6,006	60	66	60.06	0.6	60.06	0.000352	100	0.36

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