Datasets:

abideen
/

iot

Dataset card Data Studio Files Files and versions Community

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
0.047666	17,335	17	64	9,593.631616	9,593.631616	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	525	50	50	50	0	50	83,098,525.226925	9.5	10	0	0	0	141.55	DDoS	800
0.071553	35,075	17	64	9,801.495232	9,801.495232	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	525	50	50	50	0	50	83,123,744.713206	9.5	10	0	0	0	141.55	DDoS	801
0	81	6	64	5.31321	5.31321	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	82,925,804.032537	9.5	10.392305	0	0	0	141.55	DoS	802
0	54	6	64	2.917254	2.917254	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,034,148.44729	9.5	10.392305	0	0	0	141.55	DDoS	803
2.94769	190.08	6	64	1.203176	1.203176	0	1	0	0	0	0	3.52	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,361,053.978751	9.5	10.392305	0	0	0	141.55	DDoS	804
0	0	1	64	4.309287	4.309287	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,132,496.306399	9.5	9.165151	0	0	0	141.55	DDoS	805
12.632757	115,153.9	12.6	56.2	34.69014	34.69014	0	0	0	0	0	0.2	0.8	0	6.4	13.5	0	0	0	1	0	1	1	1,221.7	76.1	470.1	217.069444	164.958006	323.1	0.0018	5.5	20.594496	233.285849	33,852.050066	0.9	38.5	Spoofing	806
2.833952	176.58	6	64	1.280482	1.280482	0	1	0	0	0	0	3.27	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,361,125.875605	9.5	10.392305	0	0	0	141.55	DDoS	807
0	54	6	67.82	98.328582	98.328582	0	0	0	1	1	0	0	0.02	0.98	1	0	0	1	0	0	1	1	567	54	54	54	0	54	83,314,294.965438	9.5	10.392305	0	0	0	141.55	DDoS	808
0.106649	23,097	17	64	4,349.184008	4,349.184008	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	525	50	50	50	0	50	83,102,331.394599	9.5	10	0	0	0	141.55	DDoS	809
4.211586	108	6	64	0.474881	0.474881	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	82,951,546.646224	9.5	10.392305	0	0	0	141.55	DoS	810
0.127656	29,932.75	16.04	60.8	168.125964	168.125964	0	0	0	0	0	0.01	0	0	0.01	0.01	0	0	0	0	0	1	1	9,306.34	254.64	1,453.75	853.187211	555.513797	874.17	83,371,168.200849	9.5	41.099962	785.327945	325,041.065347	0.95	141.55	DDoS	811
0.002291	183.78	16.78	64	14.2749	14.2749	0	0	0	0	0	0	0.02	0	0.01	0.05	0	0	0	1	0	1	1	1,904.8	164.6	193.2	181.39348	5.990062	181.64	83,003,706.607443	9.5	19.046561	8.482744	245.745226	0.15	141.55	DoS	812
0	54	6	64	1.603599	1.603599	0	0	0	1	1	0	0	0	1	1	0	0	1	0	0	1	1	567	54	54	54	0	54	83,314,417.131303	9.5	10.392305	0	0	0	141.55	DDoS	813
0	0	1	64	2.433141	2.433141	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,150,159.81821	9.5	9.165151	0	0	0	141.55	DDoS	814
4.715184	135.27	6.05	69.09	1.036041	1.036041	0	0	0	0	0	0	0.18	0	0.07	0.24	0	0	1	0	0	1	1	603.06	54	73.02	56.09471	5.408157	61.23	82,947,323.948265	9.5	10.573857	7.669914	377.349478	0.08	141.55	DoS	815
0.029647	20,021.44	17	64.64	18,590.378418	18,590.378418	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	529.4	50	54.4	50.294259	1.09339	50.44	83,102,851.173976	9.5	10.029104	1.549617	12.094916	0.1	141.55	DDoS	816
7.921875	108	6	64	0.252466	0.252466	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	82,951,102.083037	9.5	10.392305	0	0	0	141.55	DoS	817
0	53.46	5.94	63.36	474.925437	474.925437	1	0	1	0	0	0.99	0	0.99	0	0	0	0	1	0	0	1	1	567.06	54	54.06	54.003	0.013077	54.06	83,344,939.898648	9.5	10.392305	0	0	0	141.55	DDoS	818
0	54	6	64	11.896339	11.896339	0	1	0	0	0	0	1	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,362,452.325994	9.5	10.392305	0	0	0	141.55	DDoS	819
0.202984	85.64	6	64	16.963533	16.963533	0	1	0	0	0	0	1.09	0.45	0	0.62	0	0	1	0	0	1	1	575.04	54.64	54.84	54.780887	0.061286	54.68	83,089,106.477677	9.5	10.466102	0.072343	0.067209	0.04	141.55	DDoS	820
0.089243	17,455.16	16.73	65.91	4,494.560661	4,494.560661	0	0	0	0	0	0	0	0	0	0.01	0	0	0	1	0	1	1	531.28	50	53.56	50.68852	1.26312	50.36	83,102,392.172333	9.5	10.06737	1.788092	9.110882	0.18	141.55	DDoS	821
0	0	1	64	7.445904	7.445904	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,149,763.877408	9.5	9.165151	0	0	0	141.55	DDoS	822
0.019684	5,060.03	16.51	65.48	46,037.923386	46,037.923386	0	0	0	0	0	0.01	0.06	0	0.05	0.15	0	0	0	1	0	1	1	536.65	50	53.85	51.081138	1.493253	50.75	83,011,566.015919	9.5	10.104758	2.113868	13.219755	0.17	141.55	DoS	823
0.005972	4.5	1.3	62.26	11.361729	11.361729	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	448.72	42.36	49.6	43.321713	2.238814	42.68	83,150,270.52126	9.5	9.303014	3.161843	13.38441	0.4	141.55	DDoS	824
0	0	46.53	63.36	7.856076	7.856076	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	6,162.8	538.8	592	588.442136	13.220075	586.68	83,698,678.956869	9.5	34.30382	18.736276	1,768.15674	0.1	141.55	Mirai	825
0.076745	710.54	5.82	66.94	1.783212	1.783212	0	0	0	0	0	0	0.07	0	0	0.5	0	0	0	0	0	1	1	9,152.94	281.06	1,465.24	864.628303	544.821635	873.75	83,335,385.9318	9.5	41.203039	770.676438	314,708.306172	0.95	141.55	DDoS	826
0	54	6	64	1.061856	1.061856	0	1	0	0	0	0	1	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,362,222.900749	9.5	10.392305	0	0	0	141.55	DDoS	827
0.374093	23,803.9	7.6	114.5	43.808538	43.808538	0	0	0	0	1	0	0.1	0	2.6	28.5	0	0	1	0	0	1	1	2,228.4	60.6	776.4	132.808911	174.667482	553.9	166,523,380.71811	13.5	15.498183	241.163008	84,336.48731	1	244.6	Benign	828
4.330171	108	6	64	0.461876	0.461876	0	1	0	0	0	0	2	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	82,985,270.456573	9.5	10.392305	0	0	0	141.55	DoS	829
0	54	6	64	20.996033	20.996033	0	0	0	1	1	0	0	0	1	1	0	0	1	0	0	1	1	567	54	54	54	0	54	83,314,441.329628	9.5	10.392305	0	0	0	141.55	DDoS	830
0.01261	17.7	45.01	69.73	6.569964	6.569964	0	0	0	0	0	0	0	0	0.09	0.1	0	0	0	0	0	1	1	5,831.49	448.87	573.98	550.756569	44.224206	556.44	83,663,543.788393	9.5	33.124829	62.631101	7,287.455099	0.28	141.55	Mirai	831
0.005672	77.1	6.11	64	34.04004	34.04004	0	1	0	0	0	0.03	1.01	0	0.04	0.15	0	0	1	0	0	1	1	572.56	54	56	54.363869	0.672748	54.6	82,977,514.438305	9.5	10.426908	0.953122	4.246792	0.11	141.55	DoS	832
0.001693	5.31	1.05	63.85	21.481526	21.481526	0	0	0	0	0	0	0.02	0	0.01	0.03	0	0	0	0	1	1	1	447.08	42	48.08	42.831277	1.906236	42.32	83,124,689.342657	9.5	9.252405	2.698247	20.520324	0.19	141.55	DDoS	833
3.345679	4,554,288.11	16.72	65.27	2,447.810091	2,447.810091	0	0	0	0	0	0	0	0	0.03	0.03	0	0	0	1	0	1	1	5,677.62	414.62	554	541.572075	38.781033	544.75	83,759,378.209092	9.5	32.903694	54.914674	5,222.179707	0.3	141.55	Mirai	834
0.013218	26.92	1.32	64	40.107996	40.107996	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	444.36	42	43.92	42.233239	0.623866	42.32	83,132,096.115012	9.5	9.190393	0.883839	3.273711	0.12	141.55	DDoS	835
2.229774	92.34	6	64	0.636495	0.636495	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	82,955,887.601133	9.5	10.392305	0	0	0	141.55	DoS	836
0	0	1	64	0.400138	0.400138	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,149,822.353763	9.5	9.165151	0	0	0	141.55	DDoS	837
0.016244	54.2	5.95	64	3.429525	3.429525	1	0	1	0	0	0.98	0.01	0.99	0	0.01	0	0	1	0	0	1	1	568.76	54	55.76	54.095485	0.398463	54.44	83,349,374.837877	9.5	10.401502	0.566842	4.018273	0.04	141.55	DDoS	838
0	54	6	64	14.460574	14.460574	0	1	0	0	0	0	1	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,362,593.973949	9.5	10.392305	0	0	0	141.55	DDoS	839
0	54	6	64	2.217182	2.217182	1	0	1	0	0	1	0	1	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,348,435.220271	9.5	10.392305	0	0	0	141.55	DDoS	840
0	54	6	64	2.36637	2.36637	1	0	1	0	0	1	0	1	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,340,858.204722	9.5	10.392305	0	0	0	141.55	DDoS	841
3.153676	2,117,620.68	17	64	1,211.002262	1,211.002262	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	5,817	554	554	554	0	554	83,767,478.36001	9.5	33.286634	0	0	0	141.55	Mirai	842
0.004686	3,217.5	16.84	65.91	23,192.790077	23,192.790077	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	526.6	50	51.6	50.098906	0.384222	50.2	83,016,272.160083	9.5	10.009881	0.544886	1.862815	0.08	141.55	DoS	843
0.013494	5,267.72	16.89	64	26,681.994512	26,681.994512	0	0	0	0	0	0	0	0	0.04	0.05	0	0	0	1	0	1	1	539.76	50	64.76	50.757421	3.256365	57.38	83,016,021.544272	9.5	10.066596	4.661053	543.135291	0.02	141.55	DoS	844
91.606504	4,288	17	133.7	13.059688	13.059688	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	754.2	89.1	223.6	144.306825	56.499298	135.4	0.028788	5.5	16.935314	79.902073	3,569.320389	0.9	38.5	Recon	845
0	53.46	5.94	63.36	38.4541	38.4541	1	0	1	0	0	0.99	0	0.99	0	0	0	0	1	0	0	1	1	567.66	54	54.66	54.046126	0.167099	54.06	83,344,756.31216	9.5	10.396749	0.236767	0.257305	0.11	141.55	DDoS	846
1.314279	76.14	6	64	0.624643	0.624643	0	1	0	0	0	0	1.41	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,361,241.481268	9.5	10.392305	0	0	0	141.55	DDoS	847
0	54	6	64	8.515065	8.515065	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	1	1	567	54	54	54	0	54	82,926,063.194498	9.5	10.392305	0	0	0	141.55	DoS	848
0.003201	55.08	6	64	12.828937	12.828937	0	1	0	0	0	0	1.02	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,362,478.248796	9.5	10.392305	0	0	0	141.55	DDoS	849
0	54	6	64	6.412124	6.412124	0	1	0	0	0	0	1	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,093,404.13324	9.5	10.392305	0	0	0	141.55	DDoS	850
0	54	6	64	34.137362	34.137362	1	0	1	0	0	1	0	1	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,348,229.446752	9.5	10.392305	0	0	0	141.55	DDoS	851
0	54	6	64	0.979924	0.979924	0	1	0	0	0	0	1	0	0	0	1	0	1	0	0	1	1	567	54	54	54	0	54	82,981,616.026725	9.5	10.392305	0	0	0	141.55	DoS	852
3.394327	4,853.2	9.3	92.9	19.54881	19.54881	0	0	0	0	1	0	0	0	21.1	41.6	0	0	1	0	0	1	1	2,001.4	54	263	128.715873	65.053812	129.4	166,521,874.188993	13.5	16.056565	92.107292	4,243.472715	1	244.6	Benign	853
6.467432	162	6	64	0.463863	0.463863	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	82,951,542.907266	9.5	10.392305	0	0	0	141.55	DoS	854
0	54	6	64	6.015019	6.015019	0	0	0	1	1	0	0	0	1	1	0	0	1	0	0	1	1	567	54	54	54	0	54	83,314,517.051689	9.5	10.392305	0	0	0	141.55	DDoS	855
0.072952	36,354.25	15.06	83.76	10,587.95611	10,587.95611	0	0	0	0	0	0	0	0.03	0.04	0.06	0	0	0	1	0	1	1	593.25	51.68	81.71	56.996166	8.538634	56	83,011,726.535367	9.5	10.628031	12.095031	227.265829	0.44	141.55	DoS	856
0	54	6	64	151.838254	151.838254	0	0	0	1	1	0	0	0	1	1	0	0	1	0	0	1	1	567	54	54	54	0	54	83,314,730.22412	9.5	10.392305	0	0	0	141.55	DDoS	857
0	0	1	64	218.11804	218.11804	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,132,301.653971	9.5	9.165151	0	0	0	141.55	DDoS	858
0.155958	34,365	17	64	4,892.319243	4,892.319243	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	525	50	50	50	0	50	83,106,678.53264	9.5	10	0	0	0	141.55	DDoS	859
0.007166	7.18	1.32	70.89	29.215085	29.215085	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	444.64	42	44.28	42.189673	0.606504	43.48	83,128,746.468273	9.5	9.18546	0.864972	12.816865	0.03	141.55	DDoS	860
0.063519	18,935.1	16.67	63.58	20,501.377542	20,501.377542	0	0	0	0	0	0	0	0	0.04	0.16	0	0	0	1	0	1	1	533.99	50	58.55	50.621708	2.147286	50.93	83,015,387.676533	9.5	10.060816	3.043413	38.277201	0.15	141.55	DoS	861
6.602232	84	17	64	0.302928	0.302928	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	441	42	42	42	0	42	83,003,514.087952	9.5	9.165151	0	0	0	141.55	DoS	862
0	0	1	64	30.24066	30.24066	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,149,997.305993	9.5	9.165151	0	0	0	141.55	DDoS	863
5.031984	108	6	64	0.397458	0.397458	0	1	0	0	0	0	2	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	82,985,472.914456	9.5	10.392305	0	0	0	141.55	DoS	864
0	0	1	64	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	83,150,703.10269	9.5	9.165151	0	0	0	141.55	DDoS	865
1.038366	159.84	6	64	2.649124	2.649124	0	1	0	0	0	0	2.96	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,361,190.380181	9.5	10.392305	0	0	0	141.55	DDoS	866
0	0	1	64	1.644181	1.644181	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,128,374.833865	9.5	9.165151	0	0	0	141.55	DDoS	867
0	0	1	65.91	7.205285	7.205285	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,150,042.764819	9.5	9.165151	0	0	0	141.55	DDoS	868
0	54	6	64	0.635005	0.635005	0	0	0	1	1	0	0	0	1	1	1	0	1	0	0	1	1	567	54	54	54	0	54	83,331,051.494072	9.5	10.392305	0	0	0	141.55	DDoS	869
0	55.76	6.11	65.91	2.000572	2.000572	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	596.92	54	83.92	57.105355	8.774626	55.76	82,950,681.049651	9.5	10.665489	12.422516	474.464251	0.17	141.55	DoS	870
0	54	6	64	1.999318	1.999318	0	1	0	0	0	0	1	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,090,136.215426	9.5	10.392305	0	0	0	141.55	DDoS	871
0	2.3	1.15	67.18	31.529166	31.529166	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	462.32	42	63.32	43.463883	5.352137	44.06	83,150,045.667564	9.5	9.315972	7.584656	224.194041	0.24	141.55	DDoS	872
0.010484	58.64	6	64	58.073383	58.073383	0	1	0	0	0	0	1	0.08	0	0.08	0	1	1	0	0	1	1	567	54	54	54	0	54	83,093,967.996567	9.5	10.392305	0	0	0	141.55	DDoS	873
0	0	47	64	8.795543	8.795543	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	6,216	592	592	592	0	592	83,677,530.722094	9.5	34.409301	0	0	0	141.55	Mirai	874
0.03615	64.84	6.05	63.36	0.65112	0.65112	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	587.3	54	74.3	55.266944	4.89331	56.5	83,067,248.922316	9.5	10.507521	6.939107	277.593692	0.21	141.55	DDoS	875
0.027579	11,877	16.84	64	8,037.970989	8,037.970989	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	528.64	50	53.64	50.281367	0.96039	50.28	83,097,618.862016	9.5	10.027887	1.360316	7.235362	0.13	141.55	DDoS	876
0	54	6	64	29.407813	29.407813	0	0	0	1	1	0	0	0	1	1	0	1	1	0	0	1	1	567	54	54	54	0	54	83,332,145.222533	9.5	10.392305	0	0	0	141.55	DDoS	877
4.609889	107.46	6	63.95	0.429514	0.429514	0	0	0	0	0	0	0	0	0	0.01	0	1	1	0	0	1	1	567	54	54	54	0	54	82,956,097.502421	9.5	10.392305	0	0	0	141.55	DoS	878
0	54	6	64	97.484143	97.484143	1	0	1	0	0	1	0	1	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,344,934.50031	9.5	10.392305	0	0	0	141.55	DDoS	879
0	54	6	64	42.779813	42.779813	0	0	0	1	1	0	0	0	1	1	0	0	1	0	0	1	1	567	54	54	54	0	54	83,330,948.697521	9.5	10.392305	0	0	0	141.55	DDoS	880
71.53765	4,873.4	8.2	180.9	69.525336	69.525336	0	0	0	0	1	0	1.5	0	0.9	2.8	0	1	1	0	0	1	1	2,916.1	58	1,100.2	170.815426	258.670376	689.3	166,847,376.599664	13.5	17.505004	364.45646	143,407.168351	1	244.6	Recon	881
0	54	6	64	4.360875	4.360875	1	0	1	0	0	1	0	1	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,348,625.44517	9.5	10.392305	0	0	0	141.55	DDoS	882
0.049819	12,447	17	64	17,767.967745	17,767.967745	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	525	50	50	50	0	50	83,098,736.786395	9.5	10	0	0	0	141.55	DDoS	883
0	54	6	64	410.682855	410.682855	0	0	0	1	1	0	0	0	1	1	0	0	1	0	0	1	1	567	54	54	54	0	54	83,313,873.132995	9.5	10.392305	0	0	0	141.55	DDoS	884
0	54	6	64	31.625528	31.625528	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	82,943,422.884093	9.5	10.392305	0	0	0	141.55	DoS	885
0.663301	1,607.6	9.3	133.8	30.379176	30.379176	0	0	0	0	1	0.1	1.2	0	2.3	5.3	0	0	1	0	0	1	1	1,144.5	50	167.8	72.840123	34.448965	91.3	166,518,772.476265	13.5	12.063596	48.861254	1,285.639029	1	244.6	Benign	886
0.000728	1.56	1.11	61.44	16.247437	16.247437	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	9,336.8	279.14	1,464.9	886.477838	546.886297	885.58	83,253,623.076143	9.5	41.703021	773.221473	318,776.072305	0.95	141.55	DDoS	887
0	0	1	64	25.457284	25.457284	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,124,812.089857	9.5	9.165151	0	0	0	141.55	DDoS	888
0.010061	12.34	1.05	64.59	1.644586	1.644586	0	0	0	0	0	0	0	0	0.04	0.05	0	0	0	0	1	1	1	441.36	42	42.36	42.018	0.07846	42.36	83,127,772.783664	9.5	9.165151	0	0	0	141.55	DDoS	889
0	0	1	64	6.785282	6.785282	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,128,157.152234	9.5	9.165151	0	0	0	141.55	DDoS	890
0.060739	19,427	17	64	7,241.594083	7,241.594083	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	525	50	50	50	0	50	83,123,815.763309	9.5	10	0	0	0	141.55	DDoS	891
0	54	6	64	43.716623	43.716623	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	83,072,360.00273	9.5	10.392305	0	0	0	141.55	DDoS	892
0.081834	22,987	17	64	6,068.654377	6,068.654377	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	525	50	50	50	0	50	83,106,903.317976	9.5	10	0	0	0	141.55	DDoS	893
0.072607	27,513	17	64	7,760.5277	7,760.5277	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	525	50	50	50	0	50	83,123,752.414491	9.5	10	0	0	0	141.55	DDoS	894
0	54	6	64	4.236876	4.236876	0	1	0	0	0	0	1	0	0	0	0	0	1	0	0	1	1	567	54	54	54	0	54	82,973,028.774358	9.5	10.392305	0	0	0	141.55	DoS	895
40.862087	2,847,957.2	17	49.8	96.637482	96.637482	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	11,023.8	86	1,188	717.906698	332.329829	562.6	166,610,444.050348	13.5	37.873419	471.121051	111,331.415511	1	244.6	Spoofing	896
0.136136	31,318.24	16.89	65.68	5,407.259305	5,407.259305	0	0	0	0	0	0	0.03	0	0	0.02	0	0	0	1	0	1	1	525.24	50	50.24	50.012655	0.053624	50.08	83,097,689.65892	9.5	10.001284	0.076442	0.097403	0.03	141.55	DDoS	897
0	0	1	64	0.87459	0.87459	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	441	42	42	42	0	42	83,149,677.244301	9.5	9.165151	0	0	0	141.55	DDoS	898
0.017961	57.15	6	63.79	3.556735	3.556735	1	0	1	0	0	0.99	0	0.99	0.03	0.03	1	0	1	0	0	1	1	570.45	54	57.45	54.192862	0.791885	54.69	83,345,037.753483	9.5	10.41071	1.125116	12.671363	0.05	141.55	DDoS	899

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