Datasets:

abideen
/

iot

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Split (1)

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	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	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	TCP float64 0 1	UDP 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	1.116105	1.116105	1	0	1	0	0	1	0	1	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,343,897.656838	9.5	10.392305	0	0	0	141.55	DDoS	100
0	54	6	64	69.051134	69.051134	0	0	0	1	1	0	0	0	1	1	0	0	1	0	0	1	1	567	54	54	54	0	54	83,314,096.661925	9.5	10.392305	0	0	0	141.55	DDoS	101
0.023071	249.24	6.11	63.36	28.255607	28.255607	0	1	0	0	0	0	1.03	0	0.1	0.3	0	0	1	0	0	1	1	1,047.44	68.56	361.68	117.357	102.133734	110.2	82,981,077.544766	9.5	13.480295	140.10091	53,057.969318	0.25	141.55	DoS	102
0.040566	305.25	5.91	64	10,075.121819	10,075.121819	0	0	0	0	0	0.15	0.03	0	0.03	0.36	0	0	1	0	0	1	1	1,878.4	152.4	312.64	171.380914	43.98209	183.11	83,064,030.924474	9.5	18.373813	62.323538	17,440.268183	0.19	141.55	DDoS	103
0.048892	4.6	46.23	65.27	0.639943	0.639943	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	6,049.9	562.38	578	576.985803	3.719549	569.34	83,573,778.491362	9.5	33.97733	4.483203	251.357951	0.04	141.55	Mirai	104
0.177733	36,066.36	17	64.64	5,642.30046	5,642.30046	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	527.52	50	52.52	50.150338	0.595671	50.36	83,098,919.307753	9.5	10.014967	0.845131	5.115285	0.07	141.55	DDoS	105
0	0	1	64	14.187129	14.187129	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,127,725.769794	9.5	9.165151	0	0	0	141.55	DDoS	106
0.719722	97.2	6	64	1.279857	1.279857	0	1	0	0	0	0	1.8	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,361,411.056636	9.5	10.392305	0	0	0	141.55	DDoS	107
0.063604	8,018.5	17	64	8,824.709362	8,824.709362	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	525	50	50	50	0	50	83,106,334.062334	9.5	10	0	0	0	141.55	DDoS	108
0	54	6	64	4.377121	4.377121	0	0	0	1	1	0	0	0	1	1	0	1	1	0	0	1	1	567	54	54	54	0	54	83,332,153.983149	9.5	10.392305	0	0	0	141.55	DDoS	109
0	54	6	64	0.330089	0.330089	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,072,380.819534	9.5	10.392305	0	0	0	141.55	DDoS	110
0	0	1	64	43.543481	43.543481	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,124,653.147153	9.5	9.165151	0	0	0	141.55	DDoS	111
0	54	6	64	6.548402	6.548402	1	0	1	0	0	1	0	1	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,344,941.737005	9.5	10.392305	0	0	0	141.55	DDoS	112
0	0	1	65.91	2.143795	2.143795	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,128,820.25667	9.5	9.165151	0	0	0	141.55	DDoS	113
0.006819	208.92	6.22	67.38	28.409284	28.409284	0	1	0	0	0	0	0.98	0	0	0	0	0	1	0	0	1	1	726.21	54	185.01	64.732508	34.27249	71.55	83,089,857.939055	9.5	11.165738	48.561501	10,770.165757	0.11	141.55	DDoS	114
0	162	17	64	3.761277	3.761277	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	1,701	162	162	162	0	162	83,007,917.416399	9.5	18	0	0	0	141.55	DoS	115
0.001245	161.86	16.89	63.85	13.460888	13.460888	0	0	0	0	0	0	0.02	0	0	0.01	0	0	0	1	0	1	1	1,685.16	146.16	162	160.153989	4.802149	161.12	83,008,135.559166	9.5	17.894865	6.797925	135.824952	0.18	141.55	DoS	116
0	54	6	64	470.714775	470.714775	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	1	1	567	54	54	54	0	54	83,037,265.761742	9.5	10.392305	0	0	0	141.55	DDoS	117
0.004148	61.02	6	64	62.209666	62.209666	0	0	0	1	1	0	0	0.13	1	1	1	0	1	0	0	1	1	567	54	54	54	0	54	83,314,873.898523	9.5	10.392305	0	0	0	141.55	DDoS	118
0.252856	41,352	17	64	4,922.91436	4,922.91436	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	525	50	50	50	0	50	83,102,469.178399	9.5	10	0	0	0	141.55	DDoS	119
0.104933	17,165	17	64	22,963.833218	22,963.833218	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	525	50	50	50	0	50	83,106,624.716195	9.5	10	0	0	0	141.55	DDoS	120
0	54	6	64	57.580451	57.580451	0	1	0	0	0	0	1	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,495,272.534116	9.5	10.392305	0	0	0	141.55	DDoS	121
0	0	1	64	29.867457	29.867457	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,153,712.382716	9.5	9.165151	0	0	0	141.55	DDoS	122
0	0	1	64	7.581675	7.581675	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,124,634.355039	9.5	9.165151	0	0	0	141.55	DDoS	123
0.008819	54.62	6	65.91	2.78744	2.78744	1	0	1	0	0	0.99	0.02	0.99	0	0.01	0	0	1	0	0	1	1	567.36	54	54.36	54.023114	0.0879	54.04	83,348,607.392543	9.5	10.394536	0.124612	0.086735	0.09	141.55	DDoS	124
2.774583	162	6	64	1.354322	1.354322	0	1	0	0	0	0	3	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,361,400.732933	9.5	10.392305	0	0	0	141.55	DDoS	125
1.60901	120.52	6	65.91	3.4582	3.4582	0	1	0	0	0	0	1.54	0.55	0.04	0.6	0	0	1	0	0	1	1	588.66	54.76	64.46	55.828573	2.564559	55.97	82,972,415.731144	9.5	10.563942	3.619742	47.941744	0.14	141.55	DoS	126
0.148047	11,299.28	16.89	63.79	8,624.464143	8,624.464143	0	0	0	0	0	0	0	0	0.01	0.01	0	0	0	1	0	1	1	542.92	50	67.92	51.469107	4.838262	51.28	83,098,903.799674	9.5	10.139592	6.852024	171.266343	0.14	141.55	DDoS	127
0.002572	4,207.5	16.84	65.91	33,810.633564	33,810.633564	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	528.6	50	53.6	50.419548	1.091397	50.2	83,011,449.443013	9.5	10.041343	1.544983	7.015752	0.18	141.55	DoS	128
0	54	6	64	5.021592	5.021592	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,076,028.499489	9.5	10.392305	0	0	0	141.55	DDoS	129
0	0	1	64	23.497673	23.497673	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,124,700.334948	9.5	9.165151	0	0	0	141.55	DDoS	130
0	54	6	64	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,072,028.119096	9.5	10.392305	0	0	0	141.55	DDoS	131
5.45782	107.64	6.05	63.36	0.363171	0.363171	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	574.5	54	60.48	54.861051	1.948455	54.42	82,946,582.229412	9.5	10.472947	2.758216	22.265861	0.18	141.55	DoS	132
0.112806	79.92	6	64	8.641724	8.641724	0	1	0	0	0	0	1.48	0	0	0	1	0	1	0	0	1	1	567	54	54	54	0	54	83,362,307.316893	9.5	10.392305	0	0	0	141.55	DDoS	133
0.416081	108	6	64	4.806829	4.806829	0	1	0	0	0	0	2	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,365,453.79365	9.5	10.392305	0	0	0	141.55	DDoS	134
0.118619	14,036	17	64	51,773.044383	51,773.044383	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	525	50	50	50	0	50	83,123,743.812062	9.5	10	0	0	0	141.55	DDoS	135
2.323774	136.08	6	64	1.519256	1.519256	0	1	0	0	0	0	2.52	0	0	0	0	1	1	0	0	1	1	567	54	54	54	0	54	83,365,558.430338	9.5	10.392305	0	0	0	141.55	DDoS	136
0	54	6	64	2.829164	2.829164	0	1	0	0	0	0	1	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,365,457.34054	9.5	10.392305	0	0	0	141.55	DDoS	137
0.153802	37,818.74	16.89	64	4,917.507671	4,917.507671	0	0	0	0	0	0	0.01	0	0	0	0	0	0	1	0	1	1	528.84	50	53.84	50.363458	1.092617	50.24	83,011,480.02015	9.5	10.035927	1.54701	7.742682	0.16	141.55	DoS	138
0.030166	13,887	17	64	9,154.974176	9,154.974176	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	525	50	50	50	0	50	83,123,751.098732	9.5	10	0	0	0	141.55	DDoS	139
0	54	6	64	10.911602	10.911602	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,067,385.214778	9.5	10.392305	0	0	0	141.55	DDoS	140
0	0	1	64	7.395301	7.395301	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,483,212.513017	9.5	9.165151	0	0	0	141.55	DDoS	141
0	162	17	64	3.53845	3.53845	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	1,701	162	162	162	0	162	83,007,694.626607	9.5	18	0	0	0	141.55	DoS	142
0	54	6	64	2.007776	2.007776	0	0	0	1	1	0	0	0	1	1	0	0	1	0	0	1	1	567	54	54	54	0	54	83,331,772.111498	9.5	10.392305	0	0	0	141.55	DDoS	143
0	54	6	64	0.506299	0.506299	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,037,713.54222	9.5	10.392305	0	0	0	141.55	DDoS	144
0	54	6	64	2.547371	2.547371	0	1	0	0	0	0	1	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,495,261.474313	9.5	10.392305	0	0	0	141.55	DDoS	145
0.76723	70.74	5.94	63.36	1.0783	1.0783	0	1	0	0	0	0	1.31	0	0	0	0	0	1	0	0	1	1	568.02	54	55.02	54.105864	0.299135	54.06	83,362,056.458997	9.5	10.402469	0.423495	0.551418	0.17	141.55	DDoS	146
0	54	6	64	0.752111	0.752111	0	0	0	1	1	0	0	0	1	1	0	1	1	0	0	1	1	567	54	54	54	0	54	83,332,149.247033	9.5	10.392305	0	0	0	141.55	DDoS	147
0.401633	4,381.43	6.11	63.85	14.832383	14.832383	0	0	0	0	1	0.03	0.57	0.7	1.93	4.03	1	0	1	0	0	1	1	8,549.46	223.21	1,939.27	844.355724	587.457996	852.11	83,002,639.079965	9.5	38.388681	831.38613	438,384.371538	0.9	141.55	DoS	148
6.180918	200.96	6	64	0.592125	0.592125	0	1	0	0	0	0	2.83	0.83	0	0.83	0	0	1	0	0	1	1	567	54	54	54	0	54	82,972,399.20792	9.5	10.392305	0	0	0	141.55	DoS	149
0.057363	16,105.13	16.72	65.27	6,897.755089	6,897.755089	0	0	0	0	0	0	0	0	0.01	0.01	0	0	0	1	0	1	1	548.65	51.18	65.1	53.823284	4.558569	51.28	83,011,566.826811	9.5	10.335615	6.45352	108.450073	0.24	141.55	DoS	150
0.61511	326,656.22	16.68	64.78	936.73539	936.73539	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	5,661.96	508.4	554	544.156015	18.495683	535.76	83,767,610.851814	9.5	32.973849	26.206388	3,475.371133	0.1	141.55	Mirai	151
0	0	0.96	61.44	21.484425	21.484425	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	9,350.28	322.74	1,456.4	862.327668	548.152455	902.88	83,249,458.514812	9.5	41.352437	774.932398	316,242.958973	0.95	141.55	DDoS	152
2.22853	159.84	6	64	1.225825	1.225825	0	1	0	0	0	0	2.96	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,361,180.919132	9.5	10.392305	0	0	0	141.55	DDoS	153
0	54	6	64	62.55487	62.55487	1	0	1	0	0	1	0	1	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,344,178.953836	9.5	10.392305	0	0	0	141.55	DDoS	154
0.71298	92.88	6	64	2.020434	2.020434	0	1	0	0	0	0	1.72	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,362,037.498202	9.5	10.392305	0	0	0	141.55	DDoS	155
0	54	6	64	17.760539	17.760539	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	82,946,597.351823	9.5	10.392305	0	0	0	141.55	DoS	156
0	54	6	64	3.259453	3.259453	0	0	0	1	1	0	0	0	1	1	0	1	1	0	0	1	1	567	54	54	54	0	54	83,332,131.983327	9.5	10.392305	0	0	0	141.55	DDoS	157
0	54	6	64	14.172783	14.172783	0	0	0	1	1	0	0	0	1	1	0	0	1	0	0	1	1	567	54	54	54	0	54	83,313,797.217854	9.5	10.392305	0	0	0	141.55	DDoS	158
0	54	6	64	16.088781	16.088781	1	0	1	0	0	1	0	1	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,344,002.622935	9.5	10.392305	0	0	0	141.55	DDoS	159
0.006814	72.81	6.05	73.28	21.204187	21.204187	0	1	0	0	0	0.03	0.99	0.04	0.05	0.23	0	0	1	0	0	1	1	630.01	54.55	108.1	60.451416	14.867184	60.14	83,094,169.526784	9.5	10.937103	21.066829	1,139.9715	0.22	141.55	DDoS	160
0.152778	40,575	17	64	8,736.924905	8,736.924905	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	525	50	50	50	0	50	83,098,791.674945	9.5	10	0	0	0	141.55	DDoS	161
0	54	6	64	3.539748	3.539748	1	0	1	0	0	1	0	1	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,344,102.105181	9.5	10.392305	0	0	0	141.55	DDoS	162
0.06119	32,697	17	64	12,711.11491	12,711.11491	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	525	50	50	50	0	50	83,123,630.803051	9.5	10	0	0	0	141.55	DDoS	163
0.107795	25,781	17	64	88,770.878502	88,770.878502	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	525	50	50	50	0	50	83,102,334.988308	9.5	10	0	0	0	141.55	DDoS	164
0	0	1	64	44.515394	44.515394	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,124,133.112803	9.5	9.165151	0	0	0	141.55	DDoS	165
0.010302	60.1	6.11	64.59	3.438386	3.438386	0	0	0	0	0	0	0	0	0	0	0	1	1	0	0	1	1	584.6	54	71.6	55.177038	4.373559	55.76	83,076,369.106692	9.5	10.500229	6.198467	193.518653	0.1	141.55	DDoS	166
28.616804	2,055,173.8	6	64	69.032858	69.032858	0	0	0	0	1	0	0	0	75	1,975.5	0	1	1	0	0	1	1	21,601.8	95	1,948.4	1,376.164448	528.33262	1,948.4	166,526,136.818517	13.5	52.298245	739.051521	278,123.058364	1	244.6	Benign	167
28.479773	55,493.6	9.9	93.9	19.91735	19.91735	0	0	0	0	0	0	0.1	0	143.5	305.2	0	0	0	0	0	1	1	1,653.3	54	256.8	104.969514	58.013179	135.6	166,521,239.688997	13.5	14.489197	82.18596	3,567.28679	1	244.6	Benign	168
0	0	1	64	3.827675	3.827675	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,483,270.831075	9.5	9.165151	0	0	0	141.55	DDoS	169
0	54	6	64	0.626551	0.626551	1	0	1	0	0	1	0	1	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,349,375.697519	9.5	10.392305	0	0	0	141.55	DDoS	170
3.78158	108	6	64	0.528879	0.528879	0	1	0	0	0	0	2	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	82,977,523.490339	9.5	10.392305	0	0	0	141.55	DoS	171
0	54	6	64	6.207933	6.207933	0	0	0	1	1	0	0	0	1	1	0	1	1	0	0	1	1	567	54	54	54	0	54	83,332,137.196329	9.5	10.392305	0	0	0	141.55	DDoS	172
0.045323	21,975	17	64	9,689.40987	9,689.40987	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	525	50	50	50	0	50	83,106,508.719932	9.5	10	0	0	0	141.55	DDoS	173
0	54	6	64	19.761671	19.761671	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,067,573.725407	9.5	10.392305	0	0	0	141.55	DDoS	174
4.425844	108	6	64	0.451891	0.451891	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	82,950,857.589793	9.5	10.392305	0	0	0	141.55	DoS	175
0	54	6	64	10.395407	10.395407	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,033,810.113766	9.5	10.392305	0	0	0	141.55	DDoS	176
0	0	1	64	12.786476	12.786476	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,129,074.506053	9.5	9.165151	0	0	0	141.55	DDoS	177
0.000676	1.56	1.16	63.99	21.768745	21.768745	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	447.44	42	48.44	42.437893	1.603079	42.84	83,124,435.177272	9.5	9.212438	2.273454	15.581801	0.18	141.55	DDoS	178
0.177086	20,666	17	64	6,332.223561	6,332.223561	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	525	50	50	50	0	50	83,123,675.618593	9.5	10	0	0	0	141.55	DDoS	179
0	54	6	64	0.31588	0.31588	0	1	0	0	0	0	1	0	0	0	1	0	1	0	0	1	1	567	54	54	54	0	54	82,973,543.273446	9.5	10.392305	0	0	0	141.55	DoS	180
0	0	1	64	9.926355	9.926355	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,128,093.436601	9.5	9.165151	0	0	0	141.55	DDoS	181
0.00118	713.58	5.81	60.66	11.478437	11.478437	0	0	0	0	0	0	0	0	0	0.47	0	0	0	0	0	1	1	9,600.96	335.6	1,514	957.497948	553.976731	890.86	83,335,194.559812	9.5	43.661316	783.61387	323,873.858189	0.95	141.55	DDoS	182
0	53.46	5.94	63.36	20.133948	20.133948	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	568.2	54.06	55.2	54.215864	0.357419	54.06	82,946,362.239193	9.5	10.412846	0.505921	0.721418	0.19	141.55	DoS	183
0	54	6	64	7.140166	7.140166	0	1	0	0	0	0	1	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,089,988.178661	9.5	10.392305	0	0	0	141.55	DDoS	184
0	54	6	64	20.469356	20.469356	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,033,988.674239	9.5	10.392305	0	0	0	141.55	DDoS	185
0	54	6	64	3.317764	3.317764	0	1	0	0	0	0	1	0	0	0	0	1	1	0	0	1	1	567	54	54	54	0	54	83,094,031.458089	9.5	10.392305	0	0	0	141.55	DDoS	186
0	0	1	64	9.518777	9.518777	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,149,800.00931	9.5	9.165151	0	0	0	141.55	DDoS	187
0	0	1	64	20.696941	20.696941	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,124,141.911739	9.5	9.165151	0	0	0	141.55	DDoS	188
0	0	1	64	4.339784	4.339784	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,124,073.607241	9.5	9.165151	0	0	0	141.55	DDoS	189
0	54	6	64	31.704871	31.704871	0	1	0	0	0	0	1	0	0	0	1	0	1	0	0	1	1	567	54	54	54	0	54	83,089,241.820604	9.5	10.392305	0	0	0	141.55	DDoS	190
0	54	6	64	2.790731	2.790731	0	0	0	1	1	0	0	0	1	1	0	0	1	0	0	1	1	567	54	54	54	0	54	83,331,850.962084	9.5	10.392305	0	0	0	141.55	DDoS	191
2.903551	302,978.2	5.5	80.8	86.36816	86.36816	0	0	0	1	1	0	2.6	0	113.1	198.1	0	1	1	0	0	1	1	9,065.8	54	2,390	1,354.908254	1,137.288218	1,810.4	0.002278	5.5	48.265194	1,608.368422	1,617,462.614239	0.8	38.5	Spoofing	192
0	0	47	64	0.384422	0.384422	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	6,216	592	592	592	0	592	83,702,698.726878	9.5	34.409301	0	0	0	141.55	Mirai	193
0.00676	199.78	16.67	64	37.627478	37.627478	0	0	0	0	0	0.03	0.04	0.01	0.04	0.16	0	0	0	1	0	1	1	1,884.92	168.68	182	180.505186	3.970412	177.28	83,003,699.570207	9.5	18.997839	5.63636	153.637263	0.11	141.55	DoS	194
0.013577	9.15	1.05	65.74	3.697384	3.697384	0	0	0	0	0	0	0	0	0.04	0.05	0	0	0	0	1	1	1	452.59	42	53.59	43.584621	3.633762	42.61	83,124,645.750065	9.5	9.326423	5.143533	74.56653	0.19	141.55	DDoS	195
1.612145	97.02	5.94	66.97	1.040199	1.040199	0	1	0	0	0	0	1.79	0	0	0.03	0	1	1	0	0	1	1	572.02	54	59.02	54.543941	1.478506	54.3	83,362,410.577157	9.5	10.444216	2.093193	6.978441	0.48	141.55	DDoS	196
1.143281	1,082,793	17	64	1,709.514362	1,709.514362	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	5,817	554	554	554	0	554	83,711,448.816318	9.5	33.286634	0	0	0	141.55	Mirai	197
0	0	46.53	63.36	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	6,200.04	576.04	592	591.158444	3.566013	586.68	83,681,514.996015	9.5	34.38413	5.08337	430.740247	0.03	141.55	Mirai	198
0.229454	32,883	17	64	26,138.78116	26,138.78116	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	525	50	50	50	0	50	83,123,830.95109	9.5	10	0	0	0	141.55	DDoS	199