Split (3)

train · 2.8M rows

destination_port int64	flow_duration int64	total_fwd_packets int64	total_backward_packets int64	total_length_of_fwd_packets int64	total_length_of_bwd_packets int64	fwd_packet_length_max int64	fwd_packet_length_min int64	fwd_packet_length_mean float64	fwd_packet_length_std float64	bwd_packet_length_max int64	bwd_packet_length_min int64	bwd_packet_length_mean float64	bwd_packet_length_std float64	flow_bytes/s float64	flow_packets/s float64	flow_iat_mean float64	flow_iat_std float64	flow_iat_max int64	flow_iat_min int64	fwd_iat_total int64	fwd_iat_mean float64	fwd_iat_std float64	fwd_iat_max int64	fwd_iat_min int64	bwd_iat_total int64	bwd_iat_mean float64	bwd_iat_std float64	bwd_iat_max int64	bwd_iat_min int64	fwd_header_length int64	bwd_header_length int64	fwd_packets/s float64	bwd_packets/s float64	min_packet_length int64	max_packet_length int64	packet_length_mean float64	packet_length_std float64	packet_length_variance float64	psh_flag_count int64	ack_flag_count int64	urg_flag_count int64	down/up_ratio int64	average_packet_size float64	avg_fwd_segment_size float64	avg_bwd_segment_size float64	fwd_header_length.1 int64	subflow_fwd_packets int64	subflow_fwd_bytes int64	subflow_bwd_packets int64	subflow_bwd_bytes int64	init_win_bytes_forward int64	init_win_bytes_backward int64	act_data_pkt_fwd int64	min_seg_size_forward int64	active_max int64	active_min int64	idle_mean float64	idle_std float64	idle_max int64	idle_min int64	label string	__index_level_0__ int64
443	119,973,847	19	15	1,180	4,558	547	0	62.105263	131.092798	2,836	0	303.866667	738.047798	47.82709	0.283395	3,635,571.121	14,300,000	58,900,000	1	120,000,000	6,665,213.722	19,000,000	59,000,000	1	61,000,000	4,353,977.357	15,700,000	58,900,000	1	616	488	0.158368	0.125027	0	2,836	163.942857	498.614076	248,615.9966	1	0	0	0	168.764706	62.105263	303.866667	616	19	1,180	15	4,558	29,200	357	8	32	2,078,073	80,488	58,900,000	45,737.08082	58,900,000	58,900,000	BENIGN	18,873
51,512	4	2	0	0	0	0	0	0	0	0	0	0	0	0	500,000	4	0	4	4	4	4	0	4	4	0	0	0	0	0	64	0	500,000	0	0	0	0	0	0	0	1	0	0	0	0	0	64	2	0	0	0	4,171	-1	0	32	0	0	0	0	0	0	BENIGN	100,050
80	116,823,642	18	15	952	3,542	431	0	52.888889	137.565338	1,768	0	236.133333	621.938199	38.468241	0.282477	3,650,738.812	4,757,370.359	10,000,000	36	117,000,000	6,871,978.941	4,543,162.262	10,000,000	164	112,000,000	7,982,817.286	4,074,221.426	10,000,000	13,524	372	444	0.154078	0.128399	0	1,768	132.176471	427.457067	182,719.5437	1	0	0	0	136.181818	52.888889	236.133333	372	18	952	15	3,542	8,192	980	17	20	1,488,320	22,999	10,000,000	4,353.528897	10,000,000	10,000,000	BENIGN	333,167
443	1,189,103	7	7	878	4,510	342	0	125.428571	158.018836	1,336	0	644.285714	628.720053	4,531.146587	11.773581	91,469.46154	193,300.7878	710,527	3	1,135,964	189,327.3333	268,140.4426	710,527	30,953	1,140,210	190,035	380,090.8665	960,651	3	152	152	5.88679	5.88679	0	1,336	359.2	507.236096	257,288.4571	1	0	0	1	384.857143	125.428571	644.285714	152	7	878	7	4,510	8,192	5,840	6	20	0	0	0	0	0	0	BENIGN	94,386
80	31,189	2	1	12	6	6	6	6	0	6	6	6	0	577.126551	96.187759	15,594.5	22,038.39705	31,178	11	31,178	31,178	0	31,178	31,178	0	0	0	0	0	40	20	64.125172	32.062586	6	6	6	0	0	0	1	1	0	8	6	6	40	2	12	1	6	256	123	1	20	0	0	0	0	0	0	BENIGN	105,850
53	182	2	2	72	328	36	36	36	0	164	164	164	0	2,197,802.198	21,978.02198	60.666667	99.881597	176	3	3	3	0	3	3	3	3	0	3	3	40	40	10,989.01099	10,989.01099	36	164	87.2	70.108487	4,915.2	0	0	0	1	109	36	164	40	2	72	2	328	-1	-1	1	20	0	0	0	0	0	0	BENIGN	25,104
53	204	2	2	102	134	51	51	51	0	67	67	67	0	1,156,862.745	19,607.84314	68	33.778692	107	48	49	49	0	49	49	48	48	0	48	48	64	64	9,803.921569	9,803.921569	51	67	57.4	8.763561	76.8	0	0	0	1	71.75	51	67	64	2	102	2	134	-1	-1	1	32	0	0	0	0	0	0	BENIGN	43,259
443	47	2	0	31	0	31	0	15.5	21.92031	0	0	0	0	659,574.4681	42,553.19149	47	0	47	47	47	47	0	47	47	0	0	0	0	0	64	0	42,553.19149	0	0	31	20.666667	17.897858	320.333333	0	1	0	0	31	15.5	0	64	2	31	0	0	245	-1	0	32	0	0	0	0	0	0	BENIGN	43,485
49,843	316	2	0	12	0	6	6	6	0	0	0	0	0	37,974.68354	6,329.113924	316	0	316	316	316	316	0	316	316	0	0	0	0	0	40	0	6,329.113924	0	6	6	6	0	0	0	1	0	0	9	6	0	40	2	12	0	0	119	-1	1	20	0	0	0	0	0	0	BENIGN	18,052
53	126,453	2	2	64	252	32	32	32	0	126	126	126	0	2,498.95218	31.632306	42,151	72,965.24151	126,404	3	3	3	0	3	3	46	46	0	46	46	64	40	15.816153	15.816153	32	126	69.6	51.48592	2,650.8	0	0	0	1	87	32	126	64	2	64	2	252	-1	-1	1	32	0	0	0	0	0	0	BENIGN	168,087
53	59,758	2	2	94	226	47	47	47	0	113	113	113	0	5,354.931557	66.936644	19,919.333333	34,496.101234	59,752	3	3	3	0	3	3	3	3	0	3	3	64	40	33.468322	33.468322	47	113	73.4	36.149689	1,306.8	0	0	0	1	91.75	47	113	64	2	94	2	226	-1	-1	1	32	0	0	0	0	0	0	BENIGN	421,881
13	73	1	1	0	6	0	0	0	0	6	6	6	0	82,191.78082	27,397.26027	73	0	73	73	0	0	0	0	0	0	0	0	0	0	40	20	13,698.63014	13,698.63014	0	6	2	3.464102	12	1	0	0	1	3	0	6	40	1	0	1	6	29,200	0	0	40	0	0	0	0	0	0	PortScan	190,886
51,729	3	2	0	247	0	216	31	123.5	130.814755	0	0	0	0	82,300,000	666,666.6667	3	0	3	3	3	3	0	3	3	0	0	0	0	0	40	0	666,666.6667	0	31	216	154.333333	106.8098	11,408.33333	0	1	0	0	231.5	123.5	0	40	2	247	0	0	60	-1	1	20	0	0	0	0	0	0	BENIGN	58,764
443	2,099,930	11	10	851	3,492	267	0	77.363636	98.158314	1,448	0	349.2	599.750652	2,068.164177	10.000333	104,996.5	223,684.303655	999,664	1	1,856,719	185,671.9	298,692.319263	999,664	386	1,004,907	111,656.333333	130,324.677457	387,641	191	368	328	5.23827	4.762063	0	1,448	197.409091	423.227582	179,121.58658	1	0	0	0	206.809524	77.363636	349.2	368	11	851	10	3,492	29,200	254	5	32	0	0	0	0	0	0	BENIGN	96,099
53	380	2	2	66	164	33	33	33	0	82	82	82	0	605,263.1579	10,526.31579	126.666667	135.389561	283	48	48	48	0	48	48	49	49	0	49	49	64	64	5,263.157895	5,263.157895	33	82	52.6	26.838405	720.3	0	0	0	1	65.75	33	82	64	2	66	2	164	-1	-1	1	32	0	0	0	0	0	0	BENIGN	102,958
443	662,420	9	8	634	4,500	324	0	70.444444	117.285028	1,448	0	562.5	716.955069	7,750.369856	25.663476	41,401.25	55,672.159058	158,733	3	562,522	70,315.25	59,072.342897	158,733	202	562,733	80,390.428571	91,796.212403	258,685	3	308	264	13.586546	12.07693	0	1,448	285.222222	532.463703	283,517.594771	1	0	0	0	302	70.444444	562.5	308	9	634	8	4,500	29,200	243	3	32	0	0	0	0	0	0	BENIGN	280,659
80	50	2	0	0	0	0	0	0	0	0	0	0	0	0	40,000	50	0	50	50	50	50	0	50	50	0	0	0	0	0	64	0	40,000	0	0	0	0	0	0	0	1	0	0	0	0	0	64	2	0	0	0	274	-1	0	32	0	0	0	0	0	0	DoS Hulk	101,931
53	120,365	1	1	47	143	47	47	47	0	143	143	143	0	1,578.531965	16.616126	120,365	0	120,365	120,365	0	0	0	0	0	0	0	0	0	0	32	20	8.308063	8.308063	47	143	79	55.425626	3,072	0	0	0	1	118.5	47	143	32	1	47	1	143	-1	-1	0	32	0	0	0	0	0	0	BENIGN	401,460
443	5,674,150	5	1	135	46	46	6	27	20.124612	46	46	46	0	31.899051	1.057427	1,134,830	2,475,708.807538	5,563,378	3	5,674,150	1,418,537.5	2,763,489.403689	5,563,378	3	0	0	0	0	0	100	20	0.881189	0.176238	6	46	32.428571	18.8667	355.952381	0	1	0	0	37.833333	27	46	100	5	135	1	46	258	360	4	20	89,340	89,340	5,563,378	0	5,563,378	5,563,378	BENIGN	170,392
53	185	2	2	68	250	34	34	34	0	125	125	125	0	1,718,918.919	21,621.62162	61.666667	100.748863	178	3	4	4	0	4	4	3	3	0	3	3	40	40	10,810.81081	10,810.81081	34	125	70.4	49.842753	2,484.3	0	0	0	1	88	34	125	40	2	68	2	250	-1	-1	1	20	0	0	0	0	0	0	BENIGN	548,635
1,149	61	1	1	0	6	0	0	0	0	6	6	6	0	98,360.65574	32,786.88525	61	0	61	61	0	0	0	0	0	0	0	0	0	0	40	20	16,393.44262	16,393.44262	0	6	2	3.464102	12	1	0	0	1	3	0	6	40	1	0	1	6	29,200	0	0	40	0	0	0	0	0	0	PortScan	189,534
53	60,863	1	1	61	111	61	61	61	0	111	111	111	0	2,826.019092	32.860687	60,863	0	60,863	60,863	0	0	0	0	0	0	0	0	0	0	32	40	16.430344	16.430344	61	111	77.666667	28.867513	833.333333	0	0	0	1	116.5	61	111	32	1	61	1	111	-1	-1	0	32	0	0	0	0	0	0	BENIGN	414,754
54,706	326	2	0	0	0	0	0	0	0	0	0	0	0	0	6,134.969325	326	0	326	326	326	326	0	326	326	0	0	0	0	0	64	0	6,134.969325	0	0	0	0	0	0	0	1	0	0	0	0	0	64	2	0	0	0	60	-1	0	32	0	0	0	0	0	0	BENIGN	264,108
53	179	2	2	76	108	38	38	38	0	54	54	54	0	1,027,932.961	22,346.36872	59.666667	58.045959	119	3	3	3	0	3	3	57	57	0	57	57	80	80	11,173.18436	11,173.18436	38	54	44.4	8.763561	76.8	0	0	0	1	55.5	38	54	80	2	76	2	108	-1	-1	1	40	0	0	0	0	0	0	BENIGN	644,937
80	117,576	3	6	306	11,595	306	0	102	176.669182	5,792	0	1,932.5	2,181.008184	101,219.6367	76.546234	14,697	36,447.84239	104,318	3	13,003	6,501.5	7,770.396418	11,996	1,007	117,573	23,514.6	45,515.67534	104,318	9	104	200	25.515411	51.030823	0	5,792	1,190.1	1,889.196681	3,569,064.1	1	0	0	2	1,322.333333	102	1,932.5	104	3	306	6	11,595	29,200	235	1	32	0	0	0	0	0	0	DoS Hulk	108,078
443	10,323,687	11	13	1,855	11,326	1,494	0	168.636364	444.138779	1,689	2	871.230769	717.160972	1,276.772533	2.324751	448,855.9565	2,081,937.464	9,997,896	17	10,300,000	1,032,368.7	3,150,820.723	9,998,050	17	10,300,000	857,619.75	2,878,876.659	9,997,948	48	232	264	1.065511	1.25924	0	1,689	527.24	688.454203	473,969.19	1	0	0	1	549.208333	168.636364	871.230769	232	11	1,855	13	11,326	8,192	32,120	10	20	325,603	325,603	9,997,896	0	9,997,896	9,997,896	BENIGN	9,410
443	5,174,117	7	4	635	159	517	0	90.714286	190.707205	159	0	39.75	79.5	153.456136	2.125967	517,411.7	1,537,865.89	4,893,114	4	5,174,117	862,352.8333	2,022,589.109	4,990,573	4	222,475	74,158.33333	78,294.05446	156,300	384	232	136	1.352888	0.773079	0	517	66.166667	150.321978	22,596.69697	1	0	0	0	72.181818	90.714286	39.75	232	7	635	4	159	29,200	939	3	32	0	0	0	0	0	0	BENIGN	62,090
443	6,330,690	5	1	135	46	46	6	27	20.124612	46	46	46	0	28.59088	0.947764	1,266,138	2,777,584.421	6,234,648	4	6,330,690	1,582,672.5	3,101,621.851	6,234,648	4	0	0	0	0	0	100	20	0.789803	0.157961	6	46	32.428571	18.8667	355.952381	0	1	0	0	37.833333	27	46	100	5	135	1	46	258	619	4	20	93,494	93,494	6,234,648	0	6,234,648	6,234,648	BENIGN	165,018
123	154	2	2	96	96	48	48	48	0	48	48	48	0	1,246,753.247	25,974.02597	51.333333	49.08496	102	4	4	4	0	4	4	48	48	0	48	48	40	40	12,987.01299	12,987.01299	48	48	48	0	0	0	0	0	1	60	48	48	40	2	96	2	96	-1	-1	1	20	0	0	0	0	0	0	BENIGN	45,195
53	428	2	2	94	230	47	47	47	0	115	115	115	0	757,009.3458	9,345.794393	142.666667	244.50835	425	1	2	2	0	2	2	1	1	0	1	1	40	40	4,672.897196	4,672.897196	47	115	74.2	37.245134	1,387.2	0	0	0	1	92.75	47	115	40	2	94	2	230	-1	-1	1	20	0	0	0	0	0	0	BENIGN	689,103
443	3	2	0	0	0	0	0	0	0	0	0	0	0	0	666,666.6667	3	0	3	3	3	3	0	3	3	0	0	0	0	0	40	0	666,666.6667	0	0	0	0	0	0	0	0	0	0	0	0	0	40	2	0	0	0	0	-1	0	20	0	0	0	0	0	0	BENIGN	290,627
59,460	29,885	2	1	280	6	274	6	140	189.504617	6	6	6	0	9,570.018404	100.384808	14,942.5	21,065.41812	29,838	47	29,885	29,885	0	29,885	29,885	0	0	0	0	0	40	20	66.923206	33.461603	6	274	140	154.729872	23,941.33333	0	1	0	0	186.666667	140	6	40	2	280	1	6	60	0	1	20	0	0	0	0	0	0	BENIGN	461,655
80	949	2	0	0	0	0	0	0	0	0	0	0	0	0	2,107.48156	949	0	949	949	949	949	0	949	949	0	0	0	0	0	64	0	2,107.48156	0	0	0	0	0	0	0	1	0	0	0	0	0	64	2	0	0	0	251	-1	0	32	0	0	0	0	0	0	DoS Hulk	197,822
111	10	1	1	0	6	0	0	0	0	6	6	6	0	600,000	200,000	10	0	10	10	0	0	0	0	0	0	0	0	0	0	40	20	100,000	100,000	0	6	2	3.464102	12	1	0	0	1	3	0	6	40	1	0	1	6	29,200	0	0	40	0	0	0	0	0	0	PortScan	158,992
53	31,164	2	2	68	182	34	34	34	0	91	91	91	0	8,022.076755	128.353228	10,388	17,989.07972	31,160	1	1	1	0	1	1	3	3	0	3	3	64	64	64.176614	64.176614	34	91	56.8	31.220186	974.7	0	0	0	1	71	34	91	64	2	68	2	182	-1	-1	1	32	0	0	0	0	0	0	BENIGN	64,788
443	69,053,837	15	18	1,512	7,275	1,141	0	100.8	294.995932	1,448	0	404.166667	624.483528	127.248541	0.477888	2,157,932.406	4,137,721.577	10,200,000	7	61,400,000	4,383,963.786	5,220,926.982	10,200,000	120	69,000,000	4,060,667.765	5,018,947.398	10,200,000	48	488	572	0.217222	0.260666	0	1,448	258.441177	512.562498	262,720.3146	1	0	0	1	266.272727	100.8	404.166667	488	15	1,512	18	7,275	29,200	0	3	32	219,459	21,994	9,814,394.429	956,634.6626	10,200,000	7,656,254	BENIGN	65,473
34,274	3	2	0	0	0	0	0	0	0	0	0	0	0	0	666,666.6667	3	0	3	3	3	3	0	3	3	0	0	0	0	0	64	0	666,666.6667	0	0	0	0	0	0	0	1	0	0	0	0	0	64	2	0	0	0	4,738	-1	0	32	0	0	0	0	0	0	BENIGN	28,807
80	290,021	3	6	26	11,607	20	0	8.666667	10.263203	5,840	0	1,934.5	2,538.919278	40,110.88852	31.032236	36,252.625	102,182.0716	289,140	3	680	340	453.962554	661	19	289,890	57,978	129,223.7625	289,140	3	72	132	10.344079	20.688157	0	5,840	1,163.3	2,138.329153	4,572,451.567	1	0	0	2	1,292.555556	8.666667	1,934.5	72	3	26	6	11,607	8,192	229	2	20	0	0	0	0	0	0	DDoS	30,782
53	23,204	1	1	50	78	50	50	50	0	78	78	78	0	5,516.290295	86.192036	23,204	0	23,204	23,204	0	0	0	0	0	0	0	0	0	0	20	20	43.096018	43.096018	50	78	59.333333	16.165808	261.333333	0	0	0	1	89	50	78	20	1	50	1	78	-1	-1	0	20	0	0	0	0	0	0	BENIGN	369,010
53	209	2	2	72	194	36	36	36	0	97	97	97	0	1,272,727.273	19,138.75598	69.666667	38.397049	114	47	47	47	0	47	47	48	48	0	48	48	64	64	9,569.37799	9,569.37799	36	97	60.4	33.411076	1,116.3	0	0	0	1	75.5	36	97	64	2	72	2	194	-1	-1	1	32	0	0	0	0	0	0	BENIGN	389,141
80	744,497	3	6	26	11,607	20	0	8.666667	10.263203	5,755	0	1,934.5	2,529.124572	15,625.31481	12.088699	93,062.125	262,826.7518	743,525	2	776	388	302.641702	602	174	744,453	148,890.6	332,410.9137	743,525	2	72	132	4.029566	8.059133	0	5,755	1,163.3	2,131.87096	4,544,873.789	1	0	0	2	1,292.555556	8.666667	1,934.5	72	3	26	6	11,607	8,192	229	2	20	0	0	0	0	0	0	DDoS	182,944
53	23,562	1	1	51	79	51	51	51	0	79	79	79	0	5,517.358459	84.882438	23,562	0	23,562	23,562	0	0	0	0	0	0	0	0	0	0	32	32	42.441219	42.441219	51	79	60.333333	16.165808	261.333333	0	0	0	1	90.5	51	79	32	1	51	1	79	-1	-1	0	32	0	0	0	0	0	0	BENIGN	281,977
53	23,631	1	1	41	89	41	41	41	0	89	89	89	0	5,501.24836	84.63459	23,631	0	23,631	23,631	0	0	0	0	0	0	0	0	0	0	32	32	42.317295	42.317295	41	89	57	27.712813	768	0	0	0	1	85.5	41	89	32	1	41	1	89	-1	-1	0	32	0	0	0	0	0	0	BENIGN	4,075
53	73,758	2	2	104	188	52	52	52	0	94	94	94	0	3,958.892595	54.231405	24,586	42,581.60308	73,755	1	1	1	0	1	1	2	2	0	2	2	64	40	27.115703	27.115703	52	94	68.8	23.004347	529.2	0	0	0	1	86	52	94	64	2	104	2	188	-1	-1	1	32	0	0	0	0	0	0	BENIGN	83,531
53	208	2	2	68	132	34	34	34	0	66	66	66	0	961,538.4615	19,230.76923	69.333333	116.629042	204	1	1	1	0	1	1	3	3	0	3	3	40	40	9,615.384615	9,615.384615	34	66	46.8	17.527122	307.2	0	0	0	1	58.5	34	66	40	2	68	2	132	-1	-1	1	20	0	0	0	0	0	0	BENIGN	527,803
53	47,510	1	1	43	99	43	43	43	0	99	99	99	0	2,988.844454	42.096401	47,510	0	47,510	47,510	0	0	0	0	0	0	0	0	0	0	32	20	21.0482	21.0482	43	99	61.666667	32.331615	1,045.333333	0	0	0	1	92.5	43	99	32	1	43	1	99	-1	-1	0	32	0	0	0	0	0	0	BENIGN	52,697
53	219	2	2	46	46	23	23	23	0	23	23	23	0	420,091.324201	18,264.840183	73	43.30127	123	48	48	48	0	48	48	48	48	0	48	48	64	64	9,132.420091	9,132.420091	23	23	23	0	0	0	0	0	1	28.75	23	23	64	2	46	2	46	-1	-1	1	32	0	0	0	0	0	0	BENIGN	408,254
80	116,246,283	16	14	648	606	564	0	40.5	139.608023	600	0	43.285714	160.24137	10.787442	0.258073	4,008,492.517	4,854,213.892	9,999,199	20	116,000,000	7,749,752.2	4,075,643.195	10,000,000	36,533	111,000,000	8,512,303.462	3,705,993.552	10,000,000	15,575	332	424	0.137639	0.120434	0	600	40.451613	144.673158	20,930.32258	1	0	0	0	41.8	40.5	43.285714	332	16	648	14	606	8,192	344	15	20	558,060	36,188	9,976,253.636	58,359.5532	9,999,199	9,800,616	BENIGN	390,197
53	265	2	2	84	256	42	42	42	0	128	128	128	0	1,283,018.868	15,094.33962	88.333333	151.265771	263	1	1	1	0	1	1	1	1	0	1	1	40	40	7,547.169811	7,547.169811	42	128	76.4	47.10414	2,218.8	0	0	0	1	95.5	42	128	40	2	84	2	256	-1	-1	1	20	0	0	0	0	0	0	BENIGN	357,578
443	48	2	0	12	0	6	6	6	0	0	0	0	0	250,000	41,666.66667	48	0	48	48	48	48	0	48	48	0	0	0	0	0	40	0	41,666.66667	0	6	6	6	0	0	0	0	0	0	9	6	0	40	2	12	0	0	0	-1	1	20	0	0	0	0	0	0	BENIGN	194,121
9,080	91	1	1	0	6	0	0	0	0	6	6	6	0	65,934.06593	21,978.02198	91	0	91	91	0	0	0	0	0	0	0	0	0	0	40	20	10,989.01099	10,989.01099	0	6	2	3.464102	12	1	0	0	1	3	0	6	40	1	0	1	6	29,200	0	0	40	0	0	0	0	0	0	PortScan	192,166
53	23,470	1	1	81	209	81	81	81	0	209	209	209	0	12,356.1994	85.215168	23,470	0	23,470	23,470	0	0	0	0	0	0	0	0	0	0	20	20	42.607584	42.607584	81	209	123.666667	73.900834	5,461.333333	0	0	0	1	185.5	81	209	20	1	81	1	209	-1	-1	0	20	0	0	0	0	0	0	BENIGN	312,502
80	1	2	0	0	0	0	0	0	0	0	0	0	0	0	2,000,000	1	0	1	1	1	1	0	1	1	0	0	0	0	0	64	0	2,000,000	0	0	0	0	0	0	0	1	0	0	0	0	0	64	2	0	0	0	251	-1	0	32	0	0	0	0	0	0	DoS Hulk	203,096
60,279	34	1	1	0	0	0	0	0	0	0	0	0	0	0	58,823.529412	34	0	34	34	0	0	0	0	0	0	0	0	0	0	32	32	29,411.764706	29,411.764706	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	128	33,304	0	32	0	0	0	0	0	0	BENIGN	196,481
123	95,052	1	1	48	48	48	48	48	0	48	48	48	0	1,009.973488	21.041114	95,052	0	95,052	95,052	0	0	0	0	0	0	0	0	0	0	32	20	10.520557	10.520557	48	48	48	0	0	0	0	0	1	72	48	48	32	1	48	1	48	-1	-1	0	32	0	0	0	0	0	0	BENIGN	92,010
57,628	38	1	1	0	0	0	0	0	0	0	0	0	0	0	52,631.57895	38	0	38	38	0	0	0	0	0	0	0	0	0	0	32	32	26,315.78947	26,315.78947	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	115	229	0	32	0	0	0	0	0	0	BENIGN	299,656
80	21,062	5	0	30	0	6	6	6	0	0	0	0	0	1,424.366157	237.39436	5,265.5	9,863.876537	20,044	1	21,062	5,265.5	9,863.876537	20,044	1	0	0	0	0	0	100	0	237.39436	0	6	6	6	0	0	0	1	0	0	7.2	6	0	100	5	30	0	0	256	-1	4	20	0	0	0	0	0	0	DDoS	98,723
41,172	79	1	1	0	0	0	0	0	0	0	0	0	0	0	25,316.4557	79	0	79	79	0	0	0	0	0	0	0	0	0	0	32	32	12,658.22785	12,658.22785	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	83	342	0	32	0	0	0	0	0	0	BENIGN	602,492
38,180	95	1	1	0	0	0	0	0	0	0	0	0	0	0	21,052.631579	95	0	95	95	0	0	0	0	0	0	0	0	0	0	32	32	10,526.315789	10,526.315789	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	349	310	0	32	0	0	0	0	0	0	BENIGN	529,189
80	30	2	0	0	0	0	0	0	0	0	0	0	0	0	66,666.66667	30	0	30	30	30	30	0	30	30	0	0	0	0	0	40	0	66,666.66667	0	0	0	0	0	0	0	1	0	0	0	0	0	40	2	0	0	0	256	-1	0	20	0	0	0	0	0	0	BENIGN	71,923
20,828	4	2	0	4	0	2	2	2	0	0	0	0	0	1,000,000	500,000	4	0	4	4	4	4	0	4	4	0	0	0	0	0	48	0	500,000	0	2	2	2	0	0	1	0	0	0	3	2	0	48	2	4	0	0	1,024	-1	1	24	0	0	0	0	0	0	BENIGN	80,435
53	12,166,277	2	2	107	222	55	52	53.5	2.12132	154	68	111	60.811183	27.041962	0.328778	4,055,425.667	6,945,700.521	12,100,000	30,700	12,100,000	12,100,000	0	12,100,000	12,100,000	12,100,000	12,100,000	0	12,100,000	12,100,000	40	40	0.164389	0.164389	52	154	76.8	43.597018	1,900.7	0	0	0	1	96	53.5	111	40	2	107	2	222	-1	-1	1	20	30,700	30,700	12,100,000	0	12,100,000	12,100,000	BENIGN	17,820
58,829	40	1	1	6	6	6	6	6	0	6	6	6	0	300,000	50,000	40	0	40	40	0	0	0	0	0	0	0	0	0	0	20	20	25,000	25,000	6	6	6	0	0	0	1	1	1	9	6	6	20	1	6	1	6	115	256	0	20	0	0	0	0	0	0	BENIGN	425,429
53	32,202	2	2	84	352	42	42	42	0	176	176	176	0	13,539.53171	124.215887	10,734	18,588.36929	32,198	1	1	1	0	1	1	3	3	0	3	3	40	80	62.107944	62.107944	42	176	95.6	73.394823	5,386.8	0	0	0	1	119.5	42	176	40	2	84	2	352	-1	-1	1	20	0	0	0	0	0	0	BENIGN	265,771
123	24,038	1	1	48	48	48	48	48	0	48	48	48	0	3,993.676679	83.201597	24,038	0	24,038	24,038	0	0	0	0	0	0	0	0	0	0	32	32	41.600799	41.600799	48	48	48	0	0	0	0	0	1	72	48	48	32	1	48	1	48	-1	-1	0	32	0	0	0	0	0	0	BENIGN	97,295
443	88,879	10	5	713	479	469	0	71.3	147.287361	341	0	95.8	149.52993	13,411.492028	168.768776	6,348.5	9,421.013817	23,649	3	88,879	9,875.444444	10,938.637862	23,984	3	53,479	13,369.75	14,166.64033	27,160	3	332	168	112.512517	56.256259	0	469	74.5	139.666269	19,506.666667	1	0	0	0	79.466667	71.3	95.8	332	10	713	5	479	65,535	972	5	32	0	0	0	0	0	0	BENIGN	109,928
443	60,575,033	17	15	1,212	7,174	496	0	71.294118	153.107709	1,765	0	478.266667	658.983575	138.439875	0.52827	1,954,033.322581	4,007,110.477037	10,029,233	7	60,575,033	3,785,939.5625	5,005,598.244123	10,080,070	88	60,523,925	4,323,137.5	5,146,345.606966	10,080,219	49	552	488	0.280644	0.247627	0	1,765	254.121212	495.010591	245,035.484848	1	0	0	0	262.0625	71.294118	478.266667	552	17	1,212	15	7,174	29,200	118	4	32	318,653	50,809	10,000,291.666667	46,119.559086	10,029,233	9,924,966	BENIGN	160,610
53	46,242	1	1	50	176	50	50	50	0	176	176	176	0	4,887.331863	43.250724	46,242	0	46,242	46,242	0	0	0	0	0	0	0	0	0	0	44	20	21.625362	21.625362	50	176	92	72.746134	5,292	0	0	0	1	138	50	176	44	1	50	1	176	-1	-1	0	44	0	0	0	0	0	0	BENIGN	109,617
80	99,451,710	6	7	696	11,595	342	0	116	175.079411	5,792	0	1,656.428571	2,120.732252	123.587619	0.130717	8,287,642.5	28,600,000	99,100,000	36	99,300,000	19,900,000	44,300,000	99,100,000	976	99,500,000	16,600,000	40,400,000	99,100,000	45	176	232	0.060331	0.070386	0	5,792	878.357143	1,655.392104	2,740,323.016	0	0	0	1	945.923077	116	1,656.428571	176	6	696	7	11,595	0	235	3	20	13,017	13,017	99,100,000	0	99,100,000	99,100,000	DoS Hulk	121,418
443	308,754	2	0	12	0	6	6	6	0	0	0	0	0	38.865893	6.477649	308,754	0	308,754	308,754	308,754	308,754	0	308,754	308,754	0	0	0	0	0	40	0	6.477649	0	6	6	6	0	0	0	1	0	0	9	6	0	40	2	12	0	0	16,461	-1	1	20	0	0	0	0	0	0	BENIGN	30,175
54,653	16,429	4	1	416	6	328	6	104	150.350701	6	6	6	0	25,686.286445	304.339887	4,107.25	8,194.506956	16,399	1	16,429	5,476.333333	9,480.957564	16,424	1	0	0	0	0	0	80	20	243.471909	60.867977	6	328	125	158.082257	24,990	0	1	0	0	150	104	6	80	4	416	1	6	351	0	3	20	0	0	0	0	0	0	BENIGN	67,166
53	1,189	2	2	96	148	48	48	48	0	74	74	74	0	205,214.465938	3,364.171573	396.333333	644.462825	1,140	1	1	1	0	1	1	48	48	0	48	48	80	80	1,682.085786	1,682.085786	48	74	58.4	14.240786	202.8	0	0	0	1	73	48	74	80	2	96	2	148	-1	-1	1	40	0	0	0	0	0	0	BENIGN	369,896
53	230	2	2	66	336	33	33	33	0	168	168	168	0	1,747,826.087	17,391.30435	76.666667	131.058511	228	1	1	1	0	1	1	1	1	0	1	1	64	64	8,695.652174	8,695.652174	33	168	87	73.942545	5,467.5	0	0	0	1	108.75	33	168	64	2	66	2	336	-1	-1	1	32	0	0	0	0	0	0	BENIGN	153,230
53	1,890,789	2	2	108	216	55	53	54	1.414214	110	106	108	2.828427	171.357037	2.115519	630,263	1,037,070.987	1,827,769	30,634	1,858,403	1,858,403	0	1,858,403	1,858,403	1,860,155	1,860,155	0	1,860,155	1,860,155	52	40	1.057759	1.057759	53	110	75.4	29.804362	888.3	0	0	0	1	94.25	54	108	52	2	108	2	216	-1	-1	1	20	0	0	0	0	0	0	BENIGN	273,131
53	30,789	1	1	51	67	51	51	51	0	67	67	67	0	3,832.537595	64.958264	30,789	0	30,789	30,789	0	0	0	0	0	0	0	0	0	0	32	32	32.479132	32.479132	51	67	56.333333	9.237604	85.333333	0	0	0	1	84.5	51	67	32	1	51	1	67	-1	-1	0	32	0	0	0	0	0	0	BENIGN	146,186
42,025	53	1	1	0	0	0	0	0	0	0	0	0	0	0	37,735.849057	53	0	53	53	0	0	0	0	0	0	0	0	0	0	32	32	18,867.924528	18,867.924528	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	340	237	0	32	0	0	0	0	0	0	BENIGN	375,332
80	7,908,792	4	0	24	0	6	6	6	0	0	0	0	0	3.034597	0.505766	2,636,264	4,565,275.46	7,907,790	3	7,908,792	2,636,264	4,565,275.46	7,907,790	3	0	0	0	0	0	80	0	0.505766	0	6	6	6	0	0	0	1	0	0	7.5	6	0	80	4	24	0	0	256	-1	3	20	1,002	1,002	7,907,790	0	7,907,790	7,907,790	DDoS	134,875
123	67,042,380	2	2	96	96	48	48	48	0	48	48	48	0	2.86386	0.059664	22,347,460	38,632,724.691363	66,956,688	42,738	66,999,642	66,999,642	0	66,999,642	66,999,642	66,999,426	66,999,426	0	66,999,426	66,999,426	40	40	0.029832	0.029832	48	48	48	0	0	0	0	0	1	60	48	48	40	2	96	2	96	-1	-1	1	20	42,954	42,954	66,956,688	0	66,956,688	66,956,688	BENIGN	39,021
80	85,936,998	4	6	376	11,595	370	0	94	184.021738	4,344	0	1,932.5	1,977.812908	139.299723	0.116364	9,548,555.333	28,600,000	85,800,000	40	85,800,000	28,600,000	49,500,000	85,800,000	998	152,494	30,498.8	60,526.45853	138,241	48	124	200	0.046546	0.069819	0	4,344	1,088.818182	1,704.765486	2,906,225.364	0	0	0	1	1,197.7	94	1,932.5	124	4	376	6	11,595	0	235	1	20	0	0	85,800,000	0	85,800,000	85,800,000	DoS Hulk	184,407
443	5,024,438	6	4	611	164	517	0	101.833333	204.305082	152	0	41	74.054034	154.246107	1.990272	558,270.8889	1,632,815.891	4,912,078	4	5,024,438	1,004,887.6	2,219,825.667	4,975,774	4	88,702	29,567.33333	32,299.91084	64,167	208	132	92	1.194163	0.796109	0	517	70.454545	154.756818	23,949.67273	1	0	0	0	77.5	101.833333	41	132	6	611	4	164	8,192	946	5	20	0	0	0	0	0	0	BENIGN	482,416
443	115,418,864	23	19	1,402	5,103	514	0	60.956522	151.191774	1,418	0	268.578947	473.969914	56.359938	0.363892	2,815,094.243902	4,464,598.701877	10,006,027	1	115,418,864	5,246,312	5,002,500.01341	10,048,044	4	110,697,911	6,149,883.944444	5,027,023.222318	10,048,280	187	744	616	0.199274	0.164618	0	1,418	151.27907	345.670523	119,488.110742	1	0	0	0	154.880952	60.956522	268.578947	744	23	1,402	19	5,103	29,200	365	5	32	262,016	41,993	10,001,361.909091	13,773.685392	10,006,027	9,960,003	BENIGN	73,850
53	30,622	1	1	56	122	56	56	56	0	122	122	122	0	5,812.814317	65.31252	30,622	0	30,622	30,622	0	0	0	0	0	0	0	0	0	0	32	32	32.65626	32.65626	56	122	78	38.105118	1,452	0	0	0	1	117	56	122	32	1	56	1	122	-1	-1	0	32	0	0	0	0	0	0	BENIGN	143,482
53	87,265,831	2	2	94	218	48	46	47	1.414214	110	108	109	1.414214	3.575283	0.045837	29,088,610.333333	50,197,338.159124	87,051,437	31,027	87,234,804	87,234,804	0	87,234,804	87,234,804	87,082,464	87,082,464	0	87,082,464	87,082,464	64	52	0.022918	0.022918	46	110	71.6	34.158454	1,166.8	0	0	0	1	89.5	47	109	64	2	94	2	218	-1	-1	1	32	183,367	183,367	87,051,437	0	87,051,437	87,051,437	BENIGN	251,857
1,721	48	2	0	4	0	2	2	2	0	0	0	0	0	83,333.33333	41,666.66667	48	0	48	48	48	48	0	48	48	0	0	0	0	0	48	0	41,666.66667	0	2	2	2	0	0	1	0	0	0	3	2	0	48	2	4	0	0	1,024	-1	1	24	0	0	0	0	0	0	BENIGN	117,491
51,456	8,579	2	1	280	6	274	6	140	189.504617	6	6	6	0	33,337.21879	349.691106	4,289.5	5,885.24974	8,451	128	8,579	8,579	0	8,579	8,579	0	0	0	0	0	40	20	233.127404	116.563702	6	274	140	154.729872	23,941.33333	0	1	0	0	186.666667	140	6	40	2	280	1	6	60	0	1	20	0	0	0	0	0	0	BENIGN	63,088
39,827	53	1	1	0	0	0	0	0	0	0	0	0	0	0	37,735.84906	53	0	53	53	0	0	0	0	0	0	0	0	0	0	20	20	18,867.92453	18,867.92453	0	0	0	0	0	0	1	1	1	0	0	0	20	1	0	1	0	62	299	0	20	0	0	0	0	0	0	BENIGN	282,679
443	61,254,678	15	17	1,093	6,294	709	0	72.866667	184.424536	1,460	0	370.235294	560.646672	120.594871	0.522409	1,975,957.355	3,980,208.776	10,000,000	49	61,300,000	4,375,334.143	5,064,267.036	10,100,000	7,058	61,200,000	3,824,585.75	4,980,195.415	10,100,000	49	312	424	0.244879	0.27753	0	1,460	223.848485	442.355352	195,678.2576	1	0	0	1	230.84375	72.866667	370.235294	312	15	1,093	17	6,294	8,192	115	14	20	559,030	50,309	9,965,264.667	80,785.13721	10,000,000	9,800,567	BENIGN	199,698
51,488	3	2	0	0	0	0	0	0	0	0	0	0	0	0	666,666.6667	3	0	3	3	3	3	0	3	3	0	0	0	0	0	64	0	666,666.6667	0	0	0	0	0	0	0	1	0	0	0	0	0	64	2	0	0	0	376	-1	0	32	0	0	0	0	0	0	BENIGN	58,410
443	1,101,100	13	10	880	6,078	373	0	67.692308	121.036761	1,418	0	607.8	680.378783	6,319.13541	20.888203	50,050	93,811.88781	328,229	1	1,101,100	91,758.333333	124,034.119056	328,229	1	756,563	84,062.555556	140,269.201713	422,266	48	428	328	11.806375	9.081827	0	1,418	289.916667	514.087365	264,285.818841	1	0	0	0	302.521739	67.692308	607.8	428	13	880	10	6,078	65,535	357	6	32	0	0	0	0	0	0	BENIGN	170,113
53	250	2	2	92	348	46	46	46	0	174	174	174	0	1,760,000	16,000	83.333333	137.409364	242	4	4	4	0	4	4	4	4	0	4	4	40	40	8,000	8,000	46	174	97.2	70.108487	4,915.2	0	0	0	1	121.5	46	174	40	2	92	2	348	-1	-1	1	20	0	0	0	0	0	0	BENIGN	692,513
53	61,354	2	2	94	264	47	47	47	0	132	132	132	0	5,834.990384	65.195423	20,451.33333	35,376.85622	61,301	4	49	49	0	49	49	4	4	0	4	4	80	40	32.597712	32.597712	47	132	81	46.556417	2,167.5	0	0	0	1	101.25	47	132	80	2	94	2	264	-1	-1	1	40	0	0	0	0	0	0	BENIGN	52,192
80	11,272,086	5	5	272	3,525	272	0	54.4	121.642098	2,077	0	705	990.64474	336.849808	0.887147	1,252,454	2,504,497.544	6,266,104	38	6,268,710	1,567,177.5	3,133,609.013	6,267,591	38	11,300,000	2,817,998.25	3,293,871.46	6,266,104	191	168	168	0.443574	0.443574	0	2,077	345.181818	719.302554	517,396.1636	1	0	0	1	379.7	54.4	705	168	5	272	5	3,525	29,200	235	1	32	877	877	6,266,104	0	6,266,104	6,266,104	DoS GoldenEye	551,963
53	23,866	2	2	68	100	34	34	34	0	50	50	50	0	7,039.302774	167.602447	7,955.333333	13,772.97936	23,859	3	3	3	0	3	3	4	4	0	4	4	64	64	83.801224	83.801224	34	50	40.4	8.763561	76.8	0	0	0	1	50.5	34	50	64	2	68	2	100	-1	-1	1	32	0	0	0	0	0	0	BENIGN	155,676
443	64,051,143	2	0	74	0	37	37	37	0	0	0	0	0	1.155327	0.031225	64,100,000	0	64,100,000	64,100,000	64,100,000	64,100,000	0	64,100,000	64,100,000	0	0	0	0	0	64	0	0.031225	0	37	37	37	0	0	0	1	1	0	55.5	37	0	64	2	74	0	0	32,832	-1	1	32	0	0	0	0	0	0	BENIGN	142,013
443	122,031	1	1	0	0	0	0	0	0	0	0	0	0	0	16.389278	122,031	0	122,031	122,031	0	0	0	0	0	0	0	0	0	0	32	32	8.194639	8.194639	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	636	127	0	32	0	0	0	0	0	0	BENIGN	475,319
56,822	3	2	0	37	0	37	0	18.5	26.162951	0	0	0	0	12,333,333.333333	666,666.666667	3	0	3	3	3	3	0	3	3	0	0	0	0	0	64	0	666,666.666667	0	0	37	24.666667	21.36196	456.333333	0	1	0	0	37	18.5	0	64	2	37	0	0	114	-1	0	32	0	0	0	0	0	0	BENIGN	99,747
443	53,333	2	1	0	0	0	0	0	0	0	0	0	0	0	56.250352	26,666.5	37,710.711747	53,332	1	1	1	0	1	1	0	0	0	0	0	64	44	37.500234	18.750117	0	0	0	0	0	0	1	1	0	0	0	0	64	2	0	1	0	32,832	357	0	32	0	0	0	0	0	0	BENIGN	497,850
80	116,142,384	9	5	323	11,595	323	0	35.888889	107.666667	8,688	0	2,319	3,774.237539	102.615424	0.120542	8,934,029.538	27,700,000	100,000,000	1	116,000,000	14,500,000	35,000,000	100,000,000	1	148,523	37,130.75	66,877.92838	137,157	189	304	168	0.077491	0.043051	0	8,688	794.533333	2,306.874226	5,321,668.695	0	1	0	0	851.285714	35.888889	2,319	304	9	323	5	11,595	251	235	1	32	992	992	58,000,000	59,400,000	100,000,000	16,000,000	DoS Hulk	112,699
22	177	1	1	6	6	6	6	6	0	6	6	6	0	67,796.61017	11,299.43503	177	0	177	177	0	0	0	0	0	0	0	0	0	0	20	20	5,649.717514	5,649.717514	6	6	6	0	0	0	1	1	1	9	6	6	20	1	6	1	6	250	245	0	20	0	0	0	0	0	0	BENIGN	190,916
80	3,335,938	4	0	24	0	6	6	6	0	0	0	0	0	7.194378	1.199063	1,111,979.333	1,925,176.841	3,334,982	3	3,335,938	1,111,979.333	1,925,176.841	3,334,982	3	0	0	0	0	0	80	0	1.199063	0	6	6	6	0	0	0	1	0	0	7.5	6	0	80	4	24	0	0	256	-1	3	20	0	0	0	0	0	0	DDoS	22,710

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