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abideen
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iot

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train · 36.3M rows

flow_duration float64 0 263k	Header_Length float64 0 9.91M	Protocol Type float64 0 47	Duration float64 0 255	Rate float64 0 8.39M	Srate float64 0 8.39M	Drate float64 0 29.7	fin_flag_number float64 0 1	syn_flag_number float64 0 1	rst_flag_number float64 0 1	psh_flag_number float64 0 1	ack_flag_number float64 0 1	ece_flag_number float64 0 1	cwr_flag_number float64 0 1	ack_count float64 0 7.4	syn_count float64 0 12.9	fin_count float64 0 248	urg_count float64 0 4.4k	rst_count float64 0 9.61k	HTTP float64 0 1	HTTPS float64 0 1	DNS float64 0 1	Telnet float64 0 1	SMTP float64 0 1	SSH float64 0 1	IRC float64 0 1	TCP float64 0 1	UDP float64 0 1	DHCP float64 0 1	ARP float64 0 1	ICMP float64 0 1	IPv float64 0 1	LLC float64 0 1	Tot sum float64 42 127k	Min float64 42 7.31k	Max float64 42 49k	AVG float64 42 11.6k	Std float64 0 12.4k	Tot size float64 42 13.1k	IAT float64 0 168M	Number float64 1 15	Magnitue float64 9.17 145	Radius float64 0 17.6k	Covariance float64 0 155M	Variance float64 0 1	Weight float64 1 245	label stringclasses 8 values	__index_level_0__ int64 0 451k
0	54	6	64	0.329807	0.329807	0	1	0	1	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	83,343,831.920139	9.5	10.392305	0	0	0	141.55	DDoS	0
0	57.04	6.33	64	4.290556	4.290556	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	1	1	581.33	54	66.3	54.796404	2.822973	57.04	82,926,067.466664	9.5	10.464666	4.010353	160.987842	0.05	141.55	DoS	1
0	0	1	64	33.396799	33.396799	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,127,993.927672	9.5	9.165151	0	0	0	141.55	DDoS	2
0.328175	76,175	17	64	4,642.13301	4,642.13301	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	1	525	50	50	50	0	50	83,015,696.380977	9.5	10	0	0	0	141.55	DoS	3
0.11732	101.73	6.11	65.91	6.202211	6.202211	0	0	1	0	0	0	0	0	0	1.01	0.04	0	0.02	0	0	0	0	0	0	0	1	0	0	0	0	1	1	644.6	57.88	131.6	67.95923	23.113111	57.88	82,972,999.182478	9.5	11.346876	32.716243	3,016.808286	0.19	141.55	DoS	4
0	0	47	64	1.954123	1.954123	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	6,216	592	592	592	0	592	83,698,395.126129	9.5	34.409301	0	0	0	141.55	Mirai	5
1.052463	108	6	64	1.902353	1.902353	0	0	1	0	0	0	0	0	0	2	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	83,365,480.004616	9.5	10.392305	0	0	0	141.55	DDoS	6
0.142555	2,322.79	6.66	79.77	493.283636	493.283636	0	0	0	0	0	1	0	0	0	0.02	0	1	30.41	0	1	0	0	0	0	0	1	0	0	0	0	1	1	973.23	62.4	166.71	93.907305	35.347029	94.41	83,707,173.305669	9.5	13.422817	48.122903	3,201.472632	0.38	141.55	Mirai	7
0.002135	192.52	16.89	65.73	16.88324	16.88324	0	0	0	0	0	0	0	0	0.01	0	0	0.01	0.02	0	0	0	0	0	0	0	0	1	0	0	0	1	1	1,885.4	156.4	180.72	177.394893	7.624944	180.72	83,007,316.822621	9.5	18.809396	10.792987	328.325187	0.19	141.55	DoS	8
0	54.2	6	64	11.243547	11.243547	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	569.4	54	56.4	54.175977	0.619849	54.2	83,089,056.366765	9.5	10.409168	0.878113	3.254011	0.12	141.55	DDoS	9
0.223192	61.54	6.11	64.64	9.087882	9.087882	0	0	0	0	1	1	0	0	0	0	0.11	0.99	0.99	0	0	0	0	0	0	0	1	0	0	0	0	1	1	573.93	54	60.93	54.444954	1.692073	54.77	83,330,874.200047	9.5	10.434347	2.39878	32.14068	0.09	141.55	DDoS	10
0	54	6	64	17.333181	17.333181	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	83,075,921.333143	9.5	10.392305	0	0	0	141.55	DDoS	11
0	0	1	75.46	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,150,047.381771	9.5	9.165151	0	0	0	141.55	DDoS	12
6.745006	108	6	64	0.296516	0.296516	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	82,943,426.931501	9.5	10.392305	0	0	0	141.55	DoS	13
0	0	1	64	1.507148	1.507148	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,150,315.600868	9.5	9.165151	0	0	0	141.55	DDoS	14
0.019979	58.56	6.11	64.64	1.62796	1.62796	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	587.88	54	74.88	56.433378	6.330105	55.16	82,943,431.125593	9.5	10.60966	8.960901	236.009885	0.18	141.55	DoS	15
0.088335	29,216	17	64	7,752.316374	7,752.316374	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	1	525	50	50	50	0	50	83,102,326.66587	9.5	10	0	0	0	141.55	DDoS	16
0.009798	11,833.5	16.68	67.82	24,151.398972	24,151.398972	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	1	530	50	55	50.396636	1.327509	50.4	83,011,689.374329	9.5	10.039417	1.880409	7.235812	0.25	141.55	DoS	17
0	54	6	64	50.099188	50.099188	0	0	1	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	83,093,981.154316	9.5	10.392305	0	0	0	141.55	DDoS	18
0.008513	9,025	17	64	21,095.833393	21,095.833393	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	1	525	50	50	50	0	50	83,012,428.32223	9.5	10	0	0	0	141.55	DoS	19
0.09217	16,692.5	17	64	4,124.115328	4,124.115328	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	1	525	50	50	50	0	50	83,123,733.348279	9.5	10	0	0	0	141.55	DDoS	20
0	0	1	64	14.328371	14.328371	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,149,624.722878	9.5	9.165151	0	0	0	141.55	DDoS	21
37.887028	1,687,747.1	9.3	63.5	34.048221	34.048221	0	0	0	0	0	1	0	0	0	0	0	58.6	1,610.8	0	1	0	0	0	0	0	1	0	0	0	0	1	1	2,733.2	77	817.5	356.406944	332.122451	817.5	0.005235	5.5	24.333355	469.692075	209,236.192461	0.9	38.5	Benign	22
0	81	6	64	37.23935	37.23935	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	82,925,823.777276	9.5	10.392305	0	0	0	141.55	DoS	23
0	0	1	64	4,972.500296	4,972.500296	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,128,576.459921	9.5	9.165151	0	0	0	141.55	DDoS	24
0	53.46	5.94	63.36	0.329388	0.329388	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	568.02	54	55.02	54.105864	0.299135	54.06	83,068,547.055392	9.5	10.402469	0.423495	0.551418	0.17	141.55	DDoS	25
0.199232	755,901	6	64	3,244.965758	3,244.965758	0	0	0	0	0	1	0	0	0	0	0	119	646.5	0	1	0	0	0	0	0	1	0	0	0	0	1	1	363	66	66	66	0	66	0.000006	5.5	11.489125	0	0	0	38.5	Spoofing	26
0	0	47	64	3.118461	3.118461	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	6,216	592	592	592	0	592	83,676,994.778597	9.5	34.409301	0	0	0	141.55	Mirai	27
0.941905	130.68	6	64	3.044595	3.044595	0	0	1	0	0	0	0	0	0	2.42	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	83,362,094.360631	9.5	10.392305	0	0	0	141.55	DDoS	28
0	54	6	64	114.09657	114.09657	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	83,072,244.960673	9.5	10.392305	0	0	0	141.55	DDoS	29
0.182352	30,274	17	64	5,555.451084	5,555.451084	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	1	525	50	50	50	0	50	83,106,701.971994	9.5	10	0	0	0	141.55	DDoS	30
0	54	6	64	11.65243	11.65243	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	83,362,640.063556	9.5	10.392305	0	0	0	141.55	DDoS	31
6.661733	108	6	64	0.300222	0.300222	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	82,943,426.946492	9.5	10.392305	0	0	0	141.55	DoS	32
0	0	1	64	16.8278	16.8278	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,128,033.40459	9.5	9.165151	0	0	0	141.55	DDoS	33
0	0	0.99	63.36	6.544966	6.544966	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441.18	42	42.18	42.009	0.03923	42.18	83,149,812.24426	9.5	9.165151	0	0	0	141.55	DDoS	34
0	54	6	64	20.436094	20.436094	0	1	0	1	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	83,348,228.761385	9.5	10.392305	0	0	0	141.55	DDoS	35
0	54	6	64	60.873119	60.873119	0	0	0	0	1	1	0	0	0	0	0	1	1	0	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	83,331,101.699234	9.5	10.392305	0	0	0	141.55	DDoS	36
0	54	6	64	24.207439	24.207439	0	1	0	1	0	0	0	0	1	0	1	0	0	1	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	83,344,976.840306	9.5	10.392305	0	0	0	141.55	DDoS	37
0.106348	38,217	17	64	8,857.995581	8,857.995581	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	1	525	50	50	50	0	50	83,102,400.479794	9.5	10	0	0	0	141.55	DDoS	38
0	54	6	64	2.104608	2.104608	0	1	0	1	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	83,349,321.341529	9.5	10.392305	0	0	0	141.55	DDoS	39
0	54	6	64	1.076698	1.076698	0	0	0	0	1	1	0	0	0	0	0	1	1	0	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	83,330,936.88698	9.5	10.392305	0	0	0	141.55	DDoS	40
0.017671	5,565.41	15.61	81.75	9,027.058915	9,027.058915	0	0	0	0	0	0	0	0	0	0	0	0.01	0.01	0	0	0	0	0	0	0	0	1	0	0	0	1	1	551.37	50	64.87	51.493787	3.620237	58.51	83,123,585.266459	9.5	10.135101	5.165004	400.663986	0.11	141.55	DDoS	41
7.05314	108	6	64	0.283562	0.283562	0	0	1	0	0	0	0	0	0	2	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	82,981,049.183261	9.5	10.392305	0	0	0	141.55	DoS	42
0	54	6	64	32.396578	32.396578	0	1	0	1	0	0	0	0	1	0	1	0	0	1	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	83,344,977.338058	9.5	10.392305	0	0	0	141.55	DDoS	43
0	54	6	64	2.529985	2.529985	0	0	0	0	1	1	0	0	0	0	0	1	1	0	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	83,330,936.626919	9.5	10.392305	0	0	0	141.55	DDoS	44
0	123.04	6	64	12.615112	12.615112	0	0	1	0	0	0	0	0	0	0.73	0.27	0	0.16	0	0	0	0	0	0	0	1	0	0	0	0	1	1	1,310.8	84.16	165.76	123.215391	38.997886	123.04	83,089,437.897719	9.5	15.534241	55.145414	2,236.901806	0.71	141.55	DDoS	45
0	0	0.99	72.91	3.08185	3.08185	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	442.44	42	43.44	42.089015	0.3458	42.18	83,128,755.474452	9.5	9.17485	0.490397	1.508881	0.08	141.55	DDoS	46
0	54	6	64	12.389721	12.389721	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	82,980,870.536586	9.5	10.392305	0	0	0	141.55	DoS	47
0.001204	55.12	6	64	18.821084	18.821084	0	0	1	0	0	0	0	0	0	1.01	0.01	0	0.01	1	0	0	0	0	0	0	1	0	0	0	0	1	1	567.32	54	54.32	54.019781	0.076844	54.04	83,090,046.444956	9.5	10.394216	0.108977	0.074513	0.08	141.55	DDoS	48
0	0	1	64	0.800842	0.800842	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,149,998.094934	9.5	9.165151	0	0	0	141.55	DDoS	49
0.063454	25,479	17	64	8,034.747371	8,034.747371	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	1	525	50	50	50	0	50	83,123,582.605923	9.5	10	0	0	0	141.55	DDoS	50
0	54	6	64	24.009571	24.009571	0	0	1	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	83,089,242.171768	9.5	10.392305	0	0	0	141.55	DDoS	51
0.143941	32,324.5	17	64	5,398.429353	5,398.429353	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	1	525	50	50	50	0	50	83,098,539.874448	9.5	10	0	0	0	141.55	DDoS	52
0	0	1	64	1.210802	1.210802	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,128,823.935018	9.5	9.165151	0	0	0	141.55	DDoS	53
48.272384	128,041.4	10.4	97.8	39,966.184035	39,966.184035	0	0	0	0	0	1	0	0	0	0.4	0	312.5	677.1	0	1	0	0	0	0	0	1	0	0	0	0	1	1	10,171.8	55.6	1,566.4	661.318481	694.90707	636.4	166,520,013.984598	13.5	36.393289	983.968335	484,212.324176	1	244.6	Benign	54
0.000302	745.01	6.16	65.91	66.669323	66.669323	0	0	0	0	0	0	0	0	0	0	0	0	0.49	0	0	0	0	0	0	0	0	0	0	0	0	1	1	9,716.92	330.13	1,479.8	927.175603	538.441929	923.92	83,335,506.160853	9.5	42.884646	761.34849	308,670.82169	0.94	141.55	DDoS	55
0	2.3	1.15	65.27	70.058992	70.058992	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	467.96	42	66.62	44.095772	6.486489	44.06	83,153,707.443454	9.5	9.375082	9.187337	323.840612	0.14	141.55	DDoS	56
0.152987	17,635	17	64	3,601.595667	3,601.595667	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	1	525	50	50	50	0	50	83,106,187.949508	9.5	10	0	0	0	141.55	DDoS	57
0	79.38	5.88	62.72	9.872114	9.872114	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	567.3	54	54.18	54.015649	0.050157	54.12	82,925,790.677608	9.5	10.393837	0.071518	0.086701	0.03	141.55	DoS	58
0	54	6	64	71.878121	71.878121	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	83,067,439.879422	9.5	10.392305	0	0	0	141.55	DDoS	59
0	54	6	64	926.713213	926.713213	0	1	0	1	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	83,348,625.287232	9.5	10.392305	0	0	0	141.55	DDoS	60
0	162	17	64	25.336338	25.336338	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	1	1,701	162	162	162	0	162	83,008,107.345343	9.5	18	0	0	0	141.55	DoS	61
0	0	1	64	2.982356	2.982356	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,124,530.918423	9.5	9.165151	0	0	0	141.55	DDoS	62
0	54	6	64	7.39834	7.39834	0	0	0	0	1	1	0	0	0	0	0	1	1	0	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	83,313,727.328551	9.5	10.392305	0	0	0	141.55	DDoS	63
0	54	6	64	3.585884	3.585884	0	0	0	0	1	1	0	0	0	0	0	1	1	0	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	83,313,810.603918	9.5	10.392305	0	0	0	141.55	DDoS	64
0	54	6	64	34.467065	34.467065	0	1	0	1	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	83,349,144.64562	9.5	10.392305	0	0	0	141.55	DDoS	65
0.086804	20,793.44	17	64	5,429.283758	5,429.283758	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	1	536.76	50	61.76	50.638011	2.662456	52.94	83,016,348.403808	9.5	10.060058	3.787534	179.402628	0.04	141.55	DoS	66
0	55.52	6	65.69	295.113738	295.113738	0	0	1	0	0	0	0	0	0	0.99	0	0.01	0.01	0	0	0	0	0	0	0	1	0	0	0	0	1	1	583.72	54	70.72	55.168533	4.233164	55.52	83,362,223.937451	9.5	10.499854	5.998103	165.132926	0.11	141.55	DDoS	67
3.689854	1,999,693.34	16.83	64	967.363559	967.363559	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	1	5,644.2	381.2	554	533.861699	52.38708	544.4	83,759,012.775431	9.5	32.656804	74.159179	8,089.021322	0.36	141.55	Mirai	68
0	0	1	64	5.574181	5.574181	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,127,777.761014	9.5	9.165151	0	0	0	141.55	DDoS	69
48.095663	101,026.4	8.8	137.7	13.947935	13.947935	0	0	0	0	0	1	0	0	0	0.8	0	137.9	334.7	0	1	0	0	0	0	0	1	0	0	0	0	1	1	6,720.3	156	3,922.9	1,177.51123	1,302.11719	919.3	0.027246	5.5	47.21417	1,841.471789	2,063,959.135738	0.9	38.5	Benign	70
0	0	1	64	163.479196	163.479196	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,123,999.449689	9.5	9.165151	0	0	0	141.55	DDoS	71
0	54	6	64	6.26977	6.26977	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	83,068,281.052859	9.5	10.392305	0	0	0	141.55	DDoS	72
0.001568	55.66	5.94	65.1	13.834713	13.834713	0	0	1	0	0	0	0	0	0	0.98	0	0.02	0.03	0	0	0	0	0	0	0	1	0	0	0	0	1	1	569.46	54	56.46	54.160518	0.602912	54.3	83,361,295.927885	9.5	10.407749	0.854917	2.605696	0.2	141.55	DDoS	73
0	54	6	64	11.096923	11.096923	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	83,076,118.731582	9.5	10.392305	0	0	0	141.55	DDoS	74
2.814847	160.38	5.94	63.36	1.055136	1.055136	0	0	1	0	0	0	0	0	0	2.97	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	568.08	54	55.08	54.125864	0.327419	54.06	83,361,307.935367	9.5	10.404376	0.463495	0.631418	0.18	141.55	DDoS	75
2.3345	1,092,305.45	16.84	72.79	799.009104	799.009104	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	1	5,478.28	455.04	554	526.350156	39.362002	526.65	83,759,393.007874	9.5	32.376356	55.749657	7,805.972476	0.21	141.55	Mirai	76
0	54	6	64	31.709476	31.709476	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	83,075,976.372733	9.5	10.392305	0	0	0	141.55	DDoS	77
46.342407	1,301,464.8	4.8	168.3	34.22313	34.22313	0	0	0	0	0	1	0	0	0	1.2	0	58.8	1,243.2	0	1	0	0	0	0	0	1	0	0	0	0	1	1	361.2	64.8	66	65.813333	0.428562	64.8	0.03805	5.5	11.472815	0.606078	0.931556	0.2	38.5	Benign	78
0	54	6	64	0.568905	0.568905	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	83,072,370.755912	9.5	10.392305	0	0	0	141.55	DDoS	79
0.000769	55.68	6	64	47.448741	47.448741	0	0	0	0	0	0	0	0	0.02	0	0	0.01	0.03	0	0	0	0	0	0	0	1	0	0	0	0	1	1	568.56	54	55.56	54.120586	0.411596	54.12	82,955,885.316434	9.5	10.403885	0.582993	1.328944	0.13	141.55	DoS	80
0	54	6	64	17.193223	17.193223	0	0	0	0	1	1	0	0	0	0	0	1	1	0	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	83,331,863.697136	9.5	10.392305	0	0	0	141.55	DDoS	81
0	54	6	64	2.468323	2.468323	0	0	1	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	83,093,975.984662	9.5	10.392305	0	0	0	141.55	DDoS	82
2.918451	108	6	64	0.685296	0.685296	0	0	1	0	0	0	0	0	0	2	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	83,362,147.647648	9.5	10.392305	0	0	0	141.55	DDoS	83
0	55.64	6.11	63.37	0.523337	0.523337	0	0	0	0	1	1	0	0	0	0	0	0.99	0.99	0	0	0	0	0	0	0	1	0	0	0	0	1	1	580.12	54	67.12	54.811028	3.150623	55.64	83,314,550.544523	9.5	10.467321	4.468066	125.255713	0.08	141.55	DDoS	84
0	54	6	64	2.801612	2.801612	0	1	0	1	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	83,348,614.381007	9.5	10.392305	0	0	0	141.55	DDoS	85
88.80775	5,290,348.6	7.1	63.6	61.443831	61.443831	0	0	0	0	0	1	0	0	0	1.6	0	250.3	5,158.3	0	1	0	0	0	0	0	1	0	0	0	0	1	1	7,898.4	1,227.3	1,514	1,469.563333	101.938534	1,227.3	0.001833	5.5	54.184531	144.162858	52,769.983222	0.2	38.5	Benign	86
0	0.58	46.59	65.91	0	0	0	0	0	0	0	0	0	0	0	0.01	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	6,135.9	511.9	592	584.98107	22.174725	586.66	83,702,743.732633	9.5	34.200002	31.400214	3,376.862084	0.15	141.55	Mirai	87
0.110296	6.66	1.37	67.82	0.387674	0.387674	0	0	0	0	0	0	0	0	0	0.01	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	460.31	42	51.1	43.522208	3.227652	43.46	83,128,694.13107	9.5	9.321594	4.570727	75.477319	0.14	141.55	DDoS	88
0	54	6	64	26.206842	26.206842	0	1	0	1	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	83,345,129.055084	9.5	10.392305	0	0	0	141.55	DDoS	89
0	54	6	64	13.736908	13.736908	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	83,093,109.751435	9.5	10.392305	0	0	0	141.55	DDoS	90
0.258358	72.36	6	64	2.681959	2.681959	0	0	1	0	0	0	0	0	0	1.34	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	83,365,671.204285	9.5	10.392305	0	0	0	141.55	DDoS	91
0.007037	10,875	17	64	31,003.088863	31,003.088863	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	1	525	50	50	50	0	50	83,028,632.280326	9.5	10	0	0	0	141.55	DoS	92
0.001511	2	45.76	62.56	18.573067	18.573067	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	6,001.7	510.7	592	574.680079	32.743003	575.94	83,693,904.416321	9.5	33.875733	46.36292	7,206.886594	0.15	141.55	Mirai	93
0	54	6	64	3.915465	3.915465	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	83,076,368.758231	9.5	10.392305	0	0	0	141.55	DDoS	94
7.942958	108.18	6.11	65.91	0.249435	0.249435	0	0	0	0	0	0	0	0	0	0	0.01	0	0.01	0	0	0	0	0	0	0	1	0	0	0	0	1	1	570.24	54	57.24	54.20803	0.791099	54.36	82,943,163.706199	9.5	10.412197	1.121507	7.025522	0.09	141.55	DoS	95
0	54	6	64	7.509286	7.509286	0	1	0	1	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	567	54	54	54	0	54	83,344,068.608245	9.5	10.392305	0	0	0	141.55	DDoS	96
0	0	1	64	24.492987	24.492987	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,123,992.202361	9.5	9.165151	0	0	0	141.55	DDoS	97
0	56.45	6.11	64	2.939548	2.939548	0	1	0	1	0	0	0	0	0.99	0	0.99	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	598.85	54	85.85	56.461962	8.403415	56.45	83,344,543.294975	9.5	10.61088	11.902766	553.95741	0.13	141.55	DDoS	98
0	0	1	64	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,150,192.51004	9.5	9.165151	0	0	0	141.55	DDoS	99

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