Datasets:

agrawalchaitany
/

cyberbert_dataset

Dataset card Data Studio Files Files and versions Community

Split (1)

train · 2.52M rows

Destination Port float64	Flow Duration float64	Total Fwd Packets float64	Total Backward Packets float64	Total Length of Fwd Packets float64	Total Length of Bwd Packets float64	Fwd Packet Length Max float64	Fwd Packet Length Min float64	Fwd Packet Length Mean float64	Fwd Packet Length Std float64	Bwd Packet Length Max float64	Bwd Packet Length Min float64	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 float64	Flow IAT Min float64	Fwd IAT Total float64	Fwd IAT Mean float64	Fwd IAT Std float64	Fwd IAT Max float64	Fwd IAT Min float64	Bwd IAT Total float64	Bwd IAT Mean float64	Bwd IAT Std float64	Bwd IAT Max float64	Bwd IAT Min float64	Fwd PSH Flags float64	Fwd Header Length float64	Bwd Header Length float64	Fwd Packets/s float64	Bwd Packets/s float64	Min Packet Length float64	Max Packet Length float64	Packet Length Mean float64	Packet Length Std float64	Packet Length Variance float64	FIN Flag Count float64	SYN Flag Count float64	PSH Flag Count float64	ACK Flag Count float64	URG Flag Count float64	Down/Up Ratio float64	Average Packet Size float64	Avg Fwd Segment Size float64	Avg Bwd Segment Size float64	Fwd Header Length.1 float64	Subflow Fwd Packets float64	Subflow Fwd Bytes float64	Subflow Bwd Packets float64	Subflow Bwd Bytes float64	Init_Win_bytes_forward float64	Init_Win_bytes_backward float64	act_data_pkt_fwd float64	min_seg_size_forward float64	Active Mean float64	Active Std float64	Active Max float64	Active Min float64	Idle Mean float64	Idle Std float64	Idle Max float64	Idle Min float64	Label string
53	48,160	2	2	68	100	34	34	34	0	50	50	50	0	3,488.372093	83.056478	16,053.33333	27,798.26076	48,152	4	4	4	0	4	4	4	4	0	4	4	0	64	64	41.528239	41.528239	34	50	40.4	8.763561	76.8	0	0	0	0	0	1	50.5	34	50	64	2	68	2	100	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	63,449	2	2	62	182	31	31	31	0	91	91	91	0	3,845.608284	63.042759	21,149.66667	36,627.96713	63,444	1	1	1	0	1	1	4	4	0	4	4	0	64	64	31.521379	31.521379	31	91	55	32.863353	1,080	0	0	0	0	0	1	68.75	31	91	64	2	62	2	182	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	30,562	2	2	80	206	40	40	40	0	103	103	103	0	9,358.026307	130.881487	10,187.33333	17,638.05072	30,554	4	4	4	0	4	4	4	4	0	4	4	0	40	40	65.440743	65.440743	40	103	65.2	34.506521	1,190.7	0	0	0	0	0	1	81.5	40	103	40	2	80	2	206	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	23,974	2	2	68	250	34	34	34	0	125	125	125	0	13,264.36973	166.847418	7,991.333333	13,795.51436	23,921	4	49	49	0	49	49	4	4	0	4	4	0	88	64	83.423709	83.423709	34	125	70.4	49.842753	2,484.3	0	0	0	0	0	1	88	34	125	88	2	68	2	250	-1	-1	1	44	0	0	0	0	0	0	0	0	BENIGN
53	214	2	2	82	152	41	41	41	0	76	76	76	0	1,093,457.944	18,691.58879	71.333333	117.491844	207	3	4	4	0	4	4	3	3	0	3	3	0	64	64	9,345.794393	9,345.794393	41	76	55	19.17029	367.5	0	0	0	0	0	1	68.75	41	76	64	2	82	2	152	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
52,820	26	1	1	6	6	6	6	6	0	6	6	6	0	461,538.4615	76,923.07692	26	0	26	26	0	0	0	0	0	0	0	0	0	0	0	20	20	38,461.53846	38,461.53846	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	30	16,356	0	20	0	0	0	0	0	0	0	0	BENIGN
53	297	2	2	60	288	30	30	30	0	144	144	144	0	1,171,717.172	13,468.01347	99	169.740979	295	1	1	1	0	1	1	1	1	0	1	1	0	64	64	6,734.006734	6,734.006734	30	144	75.6	62.440372	3,898.8	0	0	0	0	0	1	94.5	30	144	64	2	60	2	288	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
19,668	3	2	0	12	0	6	6	6	0	0	0	0	0	4,000,000	666,666.6667	3	0	3	3	3	3	0	3	3	0	0	0	0	0	0	40	0	666,666.6667	0	6	6	6	0	0	0	0	0	1	0	0	9	6	0	40	2	12	0	0	11,256	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	30,774	2	2	166	328	83	83	83	0	164	164	164	0	16,052.51186	129.979853	10,258	17,684.23875	30,678	48	48	48	0	48	48	48	48	0	48	48	0	40	40	64.989927	64.989927	83	164	115.4	44.365527	1,968.3	0	0	0	0	0	1	144.25	83	164	40	2	166	2	328	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	197	2	2	104	220	52	52	52	0	110	110	110	0	1,644,670.051	20,304.56853	65.666667	73.118625	146	3	3	3	0	3	3	48	48	0	48	48	0	64	64	10,152.28426	10,152.28426	52	110	75.2	31.767908	1,009.2	0	0	0	0	0	1	94	52	110	64	2	104	2	220	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	31,643	2	2	66	500	33	33	33	0	250	250	250	0	17,887.05243	126.410265	10,547.66667	18,263.0324	31,636	3	3	3	0	3	3	4	4	0	4	4	0	80	64	63.205132	63.205132	33	250	119.8	118.855795	14,126.7	0	0	0	0	0	1	149.75	33	250	80	2	66	2	500	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	97,361	2	2	72	258	36	36	36	0	129	129	129	0	3,389.44752	41.084212	32,453.66667	56,207.06945	97,356	1	1	1	0	1	1	4	4	0	4	4	0	64	64	20.542106	20.542106	36	129	73.2	50.938198	2,594.7	0	0	0	0	0	1	91.5	36	129	64	2	72	2	258	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
35,574	83	1	1	0	0	0	0	0	0	0	0	0	0	0	24,096.38554	83	0	83	83	0	0	0	0	0	0	0	0	0	0	0	32	32	12,048.19277	12,048.19277	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	939	259	0	32	0	0	0	0	0	0	0	0	BENIGN
53	214	2	2	66	274	33	33	33	0	137	137	137	0	1,588,785.047	18,691.58879	71.333333	40.414519	118	48	48	48	0	48	48	48	48	0	48	48	0	80	80	9,345.794393	9,345.794393	33	137	74.6	56.963146	3,244.8	0	0	0	0	0	1	93.25	33	137	80	2	66	2	274	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	48,279	2	2	80	112	40	40	40	0	56	56	56	0	3,976.88436	82.851757	16,093	27,791.62124	48,184	47	47	47	0	47	47	48	48	0	48	48	0	64	64	41.425879	41.425879	40	56	46.4	8.763561	76.8	0	0	0	0	0	1	58	40	56	64	2	80	2	112	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	47,893	1	1	52	68	52	52	52	0	68	68	68	0	2,505.585367	41.759756	47,893	0	47,893	47,893	0	0	0	0	0	0	0	0	0	0	0	32	32	20.879878	20.879878	52	68	57.333333	9.237604	85.333333	0	0	0	0	0	1	86	52	68	32	1	52	1	68	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
80	7,551,561	8	5	579	11,632	579	0	72.375	204.707413	7,288	0	2,326.4	3,351.290617	1,617.016667	1.721498	629,296.75	1,559,263.333	4,999,809	49	2,551,752	364,536	963,663.7819	2,549,920	49	7,551,480	1,887,870	2,398,370.652	5,001,435	161	0	264	168	1.059384	0.662115	0	7,288	872.214286	2,178.035677	4,743,839.412	0	0	1	0	0	0	939.307692	72.375	2,326.4	264	8	579	5	11,632	29,200	236	1	32	0	0	0	0	0	0	0	0	DoS GoldenEye
53	24,059	2	2	70	178	35	35	35	0	89	89	89	0	10,307.99285	166.257949	8,019.666667	13,878.34635	24,045	3	11	11	0	11	11	3	3	0	3	3	0	64	80	83.128975	83.128975	35	89	56.6	29.577018	874.8	0	0	0	0	0	1	70.75	35	89	64	2	70	2	178	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
80	7,554,660	8	6	610	11,632	610	0	76.25	215.667568	5,792	0	1,938.666667	2,544.918912	1,620.456778	1.853161	581,127.6923	1,503,584.715	5,002,426	46	2,552,234	364,604.8571	963,418.7	2,549,433	201	7,554,612	1,510,922.4	2,243,266.58	5,004,823	46	0	264	200	1.058949	0.794212	0	5,792	816.133333	1,799.099531	3,236,759.124	0	0	1	0	0	0	874.428571	76.25	1,938.666667	264	8	610	6	11,632	29,200	236	1	32	0	0	0	0	0	0	0	0	DoS GoldenEye
53	247	2	2	58	430	29	29	29	0	215	215	215	0	1,975,708.502	16,194.33198	82.333333	100.976895	196	3	3	3	0	3	3	48	48	0	48	48	0	40	40	8,097.165992	8,097.165992	29	215	103.4	101.876396	10,378.8	0	0	0	0	0	1	129.25	29	215	40	2	58	2	430	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	72,948	2	2	70	154	35	35	35	0	77	77	77	0	3,070.680485	54.83358	24,316	42,071.5204	72,896	3	49	49	0	49	49	3	3	0	3	3	0	96	80	27.41679	27.41679	35	77	51.8	23.004347	529.2	0	0	0	0	0	1	64.75	35	77	96	2	70	2	154	-1	-1	1	48	0	0	0	0	0	0	0	0	BENIGN
53	48,961	2	2	64	110	32	32	32	0	55	55	55	0	3,553.848982	81.697678	16,320.33333	28,264.18245	48,957	1	1	1	0	1	1	3	3	0	3	3	0	64	64	40.848839	40.848839	32	55	41.2	12.597619	158.7	0	0	0	0	0	1	51.5	32	55	64	2	64	2	110	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	177	2	2	170	362	85	85	85	0	181	181	181	0	3,005,649.718	22,598.87006	59	96.13012	170	3	3	3	0	3	3	4	4	0	4	4	0	40	40	11,299.43503	11,299.43503	85	181	123.4	52.581366	2,764.8	0	0	0	0	0	1	154.25	85	181	40	2	170	2	362	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
55,748	102	1	2	0	0	0	0	0	0	0	0	0	0	0	29,411.76471	51	2.828427	53	49	0	0	0	0	0	49	49	0	49	49	0	32	64	9,803.921569	19,607.84314	0	0	0	0	0	0	0	0	1	1	2	0	0	0	32	1	0	2	0	243	290	0	32	0	0	0	0	0	0	0	0	BENIGN
53	61,926	2	2	70	230	35	35	35	0	115	115	115	0	4,844.491813	64.593224	20,642	35,710.56526	61,877	1	48	48	0	48	48	1	1	0	1	1	0	80	64	32.296612	32.296612	35	115	67	43.817805	1,920	0	0	0	0	0	1	83.75	35	115	80	2	70	2	230	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	362	2	2	66	264	33	33	33	0	132	132	132	0	911,602.2099	11,049.72376	120.666667	207.268747	360	1	1	1	0	1	1	1	1	0	1	1	0	40	40	5,524.861878	5,524.861878	33	132	72.6	54.224533	2,940.3	0	0	0	0	0	1	90.75	33	132	40	2	66	2	264	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	40,533	2	2	76	484	38	38	38	0	242	242	242	0	13,815.90309	98.685022	13,511	23,395.67629	40,526	3	3	3	0	3	3	4	4	0	4	4	0	40	64	49.342511	49.342511	38	242	119.6	111.735402	12,484.8	0	0	0	0	0	1	149.5	38	242	40	2	76	2	484	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	95,790	2	2	78	330	39	39	39	0	165	165	165	0	4,259.317256	41.758012	31,930	55,300.05216	95,785	2	2	2	0	2	2	3	3	0	3	3	0	64	40	20.879006	20.879006	39	165	89.4	69.013042	4,762.8	0	0	0	0	0	1	111.75	39	165	64	2	78	2	330	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	31,508	2	2	80	244	40	40	40	0	122	122	122	0	10,283.1027	126.951885	10,502.66667	18,187.68821	31,504	1	1	1	0	1	1	3	3	0	3	3	0	64	40	63.475943	63.475943	40	122	72.8	44.91325	2,017.2	0	0	0	0	0	1	91	40	122	64	2	80	2	244	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
52,360	61	1	1	187	6	187	187	187	0	6	6	6	0	3,163,934.426	32,786.88525	61	0	61	61	0	0	0	0	0	0	0	0	0	0	0	32	20	16,393.44262	16,393.44262	6	187	126.666667	104.500399	10,920.33333	0	0	0	1	1	1	190	187	6	32	1	187	1	6	114	0	0	32	0	0	0	0	0	0	0	0	BENIGN
53	148	2	2	64	96	32	32	32	0	48	48	48	0	1,081,081.081	27,027.02703	49.333333	69.212234	129	4	15	15	0	15	15	4	4	0	4	4	0	40	40	13,513.51351	13,513.51351	32	48	38.4	8.763561	76.8	0	0	0	0	0	1	48	32	48	40	2	64	2	96	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
32,892	81	1	1	0	0	0	0	0	0	0	0	0	0	0	24,691.35802	81	0	81	81	0	0	0	0	0	0	0	0	0	0	0	32	32	12,345.67901	12,345.67901	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	243	318	0	32	0	0	0	0	0	0	0	0	BENIGN
58,349	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	0	20	20	25,000	25,000	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	980	256	0	20	0	0	0	0	0	0	0	0	BENIGN
53	31,661	2	2	62	276	31	31	31	0	138	138	138	0	10,675.59458	126.338397	10,553.66667	18,275.15681	31,656	1	1	1	0	1	1	4	4	0	4	4	0	64	64	63.169199	63.169199	31	138	73.8	58.606314	3,434.7	0	0	0	0	0	1	92.25	31	138	64	2	62	2	276	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	48,660	2	2	72	216	36	36	36	0	108	108	108	0	5,918.618989	82.203042	16,220	28,086.9359	48,652	4	4	4	0	4	4	4	4	0	4	4	0	64	40	41.101521	41.101521	36	108	64.8	39.436024	1,555.2	0	0	0	0	0	1	81	36	108	64	2	72	2	216	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
80	7,556,845	5	4	505	3,525	505	0	101	225.842866	3,525	0	881.25	1,762.5	533.291341	1.190973	944,605.625	1,867,151.179	5,003,501	45	2,553,344	638,336	1,275,865.338	2,552,134	315	7,556,800	2,518,933.333	2,502,241.956	5,005,049	871	0	168	136	0.661652	0.529321	0	3,525	403	1,108.3802	1,228,506.667	0	0	1	0	0	0	447.777778	101	881.25	168	5	505	4	3,525	29,200	235	1	32	0	0	0	0	0	0	0	0	DoS GoldenEye
17,312	112	1	1	6	6	6	6	6	0	6	6	6	0	107,142.8571	17,857.14286	112	0	112	112	0	0	0	0	0	0	0	0	0	0	0	20	20	8,928.571429	8,928.571429	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	290	256	0	20	0	0	0	0	0	0	0	0	BENIGN
53	180,205	2	2	60	248	30	30	30	0	124	124	124	0	1,709.164563	22.196942	60,068.33333	103,959.1328	180,110	47	48	48	0	48	48	47	47	0	47	47	0	40	40	11.098471	11.098471	30	124	67.6	51.48592	2,650.8	0	0	0	0	0	1	84.5	30	124	40	2	60	2	248	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	30,814	4	2	160	202	40	40	40	0	101	101	101	0	11,747.9068	194.716687	6,162.8	11,809.97126	27,093	3	27,099	9,033	15,640.41879	27,093	3	4	4	0	4	4	0	128	64	129.811125	64.905562	40	101	57.428571	29.764952	885.952381	0	0	0	0	0	0	67	40	101	128	4	160	2	202	-1	-1	3	32	0	0	0	0	0	0	0	0	BENIGN
53	48,430	2	2	66	386	33	33	33	0	193	193	193	0	9,333.058022	82.593434	16,143.33333	27,910.85617	48,372	3	55	55	0	55	55	3	3	0	3	3	0	80	40	41.296717	41.296717	33	193	97	87.635609	7,680	0	0	0	0	0	1	121.25	33	193	80	2	66	2	386	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
35,284	57	1	1	0	0	0	0	0	0	0	0	0	0	0	35,087.7193	57	0	57	57	0	0	0	0	0	0	0	0	0	0	0	32	32	17,543.85965	17,543.85965	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	235	342	0	32	0	0	0	0	0	0	0	0	BENIGN
53	289	2	2	72	186	36	36	36	0	93	93	93	0	892,733.564	13,840.83045	96.333333	165.122177	287	1	1	1	0	1	1	1	1	0	1	1	0	40	40	6,920.415225	6,920.415225	36	93	58.8	31.220186	974.7	0	0	0	0	0	1	73.5	36	93	40	2	72	2	186	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
57,671	38	3	1	43	6	31	6	14.333333	14.433757	6	6	6	0	1,289,473.684	105,263.1579	12.666667	18.502252	34	1	4	2	1.414214	3	1	0	0	0	0	0	0	60	20	78,947.36842	26,315.78947	6	31	11	11.18034	125	0	0	0	1	0	0	13.75	14.333333	6	60	3	43	1	6	980	0	2	20	0	0	0	0	0	0	0	0	BENIGN
53	52,017	2	2	180	212	90	90	90	0	106	106	106	0	7,535.997847	76.897937	17,339	29,945.42643	51,917	49	49	49	0	49	49	51	51	0	51	51	0	64	80	38.448969	38.448969	90	106	96.4	8.763561	76.8	0	0	0	0	0	1	120.5	90	106	64	2	180	2	212	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
58,811	25	1	1	6	6	6	6	6	0	6	6	6	0	480,000	80,000	25	0	25	25	0	0	0	0	0	0	0	0	0	0	0	20	20	40,000	40,000	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	913	16,425	0	20	0	0	0	0	0	0	0	0	BENIGN
53	18,231	2	2	68	138	34	34	34	0	69	69	69	0	11,299.43503	219.406505	6,077	10,521.34274	18,226	1	1	1	0	1	1	4	4	0	4	4	0	64	80	109.703253	109.703253	34	69	48	19.17029	367.5	0	0	0	0	0	1	60	34	69	64	2	68	2	138	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	294,492	4	2	120	92	30	30	30	0	46	46	46	0	719.883732	20.374068	58,898.4	115,517.331	264,213	3	30,276	10,092	17,436.56936	30,226	3	3	3	0	3	3	0	104	40	13.582712	6.791356	30	46	34.571429	7.807201	60.952381	0	0	0	0	0	0	40.333333	30	46	104	4	120	2	92	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
39,386	9,849	2	0	12	0	6	6	6	0	0	0	0	0	1,218.397807	203.066301	9,849	0	9,849	9,849	9,849	9,849	0	9,849	9,849	0	0	0	0	0	0	40	0	203.066301	0	6	6	6	0	0	0	0	0	1	0	0	9	6	0	40	2	12	0	0	16,974	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	218	2	2	88	188	44	44	44	0	94	94	94	0	1,266,055.046	18,348.62385	72.666667	124.130308	216	1	1	1	0	1	1	1	1	0	1	1	0	40	40	9,174.311927	9,174.311927	44	94	64	27.386128	750	0	0	0	0	0	1	80	44	94	40	2	88	2	188	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	46,226	3	1	43	6	31	6	14.333333	14.433757	6	6	6	0	1,060.009518	86.531389	15,408.66667	17,688.90992	34,726	3	11,500	5,750	8,127.485343	11,497	3	0	0	0	0	0	0	60	20	64.898542	21.632847	6	31	11	11.18034	125	0	0	0	1	0	0	13.75	14.333333	6	60	3	43	1	6	255	0	2	20	0	0	0	0	0	0	0	0	BENIGN
53	86,836,315	2	2	96	194	58	38	48	14.142136	140	54	97	60.811183	3.339617	0.046064	28,900,000	50,100,000	86,800,000	23,299	86,800,000	86,800,000	0	86,800,000	86,800,000	86,800,000	86,800,000	0	86,800,000	86,800,000	0	64	60	0.023032	0.023032	38	140	69.6	40.209452	1,616.8	0	0	0	0	0	1	87	48	97	64	2	96	2	194	-1	-1	1	32	23,299	0	23,299	23,299	86,800,000	0	86,800,000	86,800,000	BENIGN
50,220	3	2	0	12	0	6	6	6	0	0	0	0	0	4,000,000	666,666.6667	3	0	3	3	3	3	0	3	3	0	0	0	0	0	0	40	0	666,666.6667	0	6	6	6	0	0	1	0	0	0	0	0	9	6	0	40	2	12	0	0	0	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	211	2	2	70	230	35	35	35	0	115	115	115	0	1,421,800.948	18,957.34597	70.333333	115.759809	204	3	3	3	0	3	3	4	4	0	4	4	0	64	64	9,478.672986	9,478.672986	35	115	67	43.817805	1,920	0	0	0	0	0	1	83.75	35	115	64	2	70	2	230	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
80	15,126	1	1	6	6	6	6	6	0	6	6	6	0	793.335978	132.222663	15,126	0	15,126	15,126	0	0	0	0	0	0	0	0	0	0	0	20	20	66.111331	66.111331	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	1,332	39	0	20	0	0	0	0	0	0	0	0	BENIGN
35,733	47	1	1	0	0	0	0	0	0	0	0	0	0	0	42,553.19149	47	0	47	47	0	0	0	0	0	0	0	0	0	0	0	32	32	21,276.59574	21,276.59574	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	340	240	0	32	0	0	0	0	0	0	0	0	BENIGN
53	205	2	2	70	102	35	35	35	0	51	51	51	0	839,024.3902	19,512.19512	68.333333	112.295741	198	3	4	4	0	4	4	3	3	0	3	3	0	40	40	9,756.097561	9,756.097561	35	51	41.4	8.763561	76.8	0	0	0	0	0	1	51.75	35	51	40	2	70	2	102	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
49,634	29	1	1	6	6	6	6	6	0	6	6	6	0	413,793.1034	68,965.51724	29	0	29	29	0	0	0	0	0	0	0	0	0	0	0	20	20	34,482.75862	34,482.75862	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	11,256	35,000	0	20	0	0	0	0	0	0	0	0	BENIGN
53	183	2	2	74	186	37	37	37	0	93	93	93	0	1,420,765.027	21,857.9235	61	66.121101	133	3	3	3	0	3	3	47	47	0	47	47	0	40	40	10,928.96175	10,928.96175	37	93	59.4	30.672463	940.8	0	0	0	0	0	1	74.25	37	93	40	2	74	2	186	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
54,796	3	1	1	6	6	6	6	6	0	6	6	6	0	4,000,000	666,666.6667	3	0	3	3	0	0	0	0	0	0	0	0	0	0	0	20	20	333,333.3333	333,333.3333	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	1,095	16,425	0	20	0	0	0	0	0	0	0	0	BENIGN
53	50,779	2	2	86	204	43	43	43	0	102	102	102	0	5,711.022273	78.772721	16,926.33333	29,311.20715	50,772	3	4	4	0	4	4	3	3	0	3	3	0	80	40	39.386361	39.386361	43	102	66.6	32.315631	1,044.3	0	0	0	0	0	1	83.25	43	102	80	2	86	2	204	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	746	2	2	68	196	34	34	34	0	98	98	98	0	353,887.3995	5,361.930295	248.666667	425.507148	740	3	3	3	0	3	3	3	3	0	3	3	0	40	40	2,680.965147	2,680.965147	34	98	59.6	35.054244	1,228.8	0	0	0	0	0	1	74.5	34	98	40	2	68	2	196	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	178,485	2	2	66	256	33	33	33	0	128	128	128	0	1,804.073171	22.410847	59,495	103,042.3006	178,478	3	3	3	0	3	3	4	4	0	4	4	0	64	64	11.205423	11.205423	33	128	71	52.033643	2,707.5	0	0	0	0	0	1	88.75	33	128	64	2	66	2	256	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
80	25,304,269	7	6	477	2,102	447	0	68.142857	167.075261	1,460	0	350.333333	599.955221	101.919562	0.513747	2,108,689.083	3,928,231.656	10,000,000	25	25,300,000	4,217,378.167	4,833,767.74	10,000,000	15,348	20,500,000	4,102,468.2	5,402,479.54	10,000,000	192	0	152	156	0.276633	0.237114	0	1,460	184.214286	417.043842	173,925.5659	0	0	1	0	0	0	198.384615	68.142857	350.333333	152	7	477	6	2,102	8,192	30	6	20	254,537.5	338,849.1051	494,140	14,935	10,000,000	1,770.59538	10,000,000	10,000,000	BENIGN
53	183	2	2	84	162	42	42	42	0	81	81	81	0	1,344,262.295	21,857.9235	61	66.460515	133	2	48	48	0	48	48	2	2	0	2	2	0	40	40	10,928.96175	10,928.96175	42	81	57.6	21.36118	456.3	0	0	0	0	0	1	72	42	81	40	2	84	2	162	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	425	2	2	56	568	28	28	28	0	284	284	284	0	1,468,235.294	9,411.764706	141.666667	238.445661	417	4	4	4	0	4	4	4	4	0	4	4	0	40	40	4,705.882353	4,705.882353	28	284	130.4	140.216975	19,660.8	0	0	0	0	0	1	163	28	284	40	2	56	2	568	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	147,983	1	1	0	0	0	0	0	0	0	0	0	0	0	13.515066	147,983	0	147,983	147,983	0	0	0	0	0	0	0	0	0	0	0	32	32	6.757533	6.757533	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	316	243	0	32	0	0	0	0	0	0	0	0	BENIGN
443	9,000,090	3	0	0	0	0	0	0	0	0	0	0	0	0	0.33333	4,500,045	2,121,791.277	6,000,378	2,999,712	9,000,090	4,500,045	2,121,791.277	6,000,378	2,999,712	0	0	0	0	0	0	92	0	0.33333	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	92	3	0	0	0	8,192	-1	0	28	2,999,712	0	2,999,712	2,999,712	6,000,378	0	6,000,378	6,000,378	BENIGN
53	30,560	2	2	104	244	52	52	52	0	122	122	122	0	11,387.43455	130.890052	10,186.66667	17,639.49411	30,555	2	2	2	0	2	2	3	3	0	3	3	0	64	40	65.445026	65.445026	52	122	80	38.340579	1,470	0	0	0	0	0	1	100	52	122	64	2	104	2	244	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
80	7,550,080	8	6	421	11,632	421	0	52.625	148.845977	5,840	0	1,938.666667	2,550.37524	1,596.406925	1.854285	580,775.3846	1,502,742.033	4,999,259	11	2,550,821	364,403	963,334.3756	2,549,040	197	7,550,069	1,510,013.8	2,241,873.426	5,001,358	14	0	264	200	1.059591	0.794694	0	5,840	803.533333	1,804.060771	3,254,635.267	0	0	1	0	0	0	860.928571	52.625	1,938.666667	264	8	421	6	11,632	29,200	235	1	32	0	0	0	0	0	0	0	0	DoS GoldenEye
50,629	5	3	1	43	6	31	6	14.333333	14.433757	6	6	6	0	9,800,000	800,000	1.666667	1.154701	3	1	4	2	1.414214	3	1	0	0	0	0	0	0	60	20	600,000	200,000	6	31	11	11.18034	125	0	0	0	1	0	0	13.75	14.333333	6	60	3	43	1	6	980	0	2	20	0	0	0	0	0	0	0	0	BENIGN
53	214	2	2	66	172	33	33	33	0	86	86	86	0	1,112,149.533	18,691.58879	71.333333	84.453143	165	1	1	1	0	1	1	48	48	0	48	48	0	40	40	9,345.794393	9,345.794393	33	86	54.2	29.029296	842.7	0	0	0	0	0	1	67.75	33	86	40	2	66	2	172	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	12,356	1	1	6	6	6	6	6	0	6	6	6	0	971.188087	161.864681	12,356	0	12,356	12,356	0	0	0	0	0	0	0	0	0	0	0	20	20	80.932341	80.932341	6	6	6	0	0	1	0	0	1	0	1	9	6	6	20	1	6	1	6	0	60	0	20	0	0	0	0	0	0	0	0	BENIGN
40,548	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	0	32	32	18,867.92453	18,867.92453	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	434	339	0	32	0	0	0	0	0	0	0	0	BENIGN
53	23,692	2	2	84	216	42	42	42	0	108	108	108	0	12,662.50211	168.833362	7,897.333333	13,673.38643	23,686	3	3	3	0	3	3	3	3	0	3	3	0	40	40	84.416681	84.416681	42	108	68.4	36.149689	1,306.8	0	0	0	0	0	1	85.5	42	108	40	2	84	2	216	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
50,103	81	1	1	0	0	0	0	0	0	0	0	0	0	0	24,691.35802	81	0	81	81	0	0	0	0	0	0	0	0	0	0	0	32	32	12,345.67901	12,345.67901	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	349	32,832	0	32	0	0	0	0	0	0	0	0	BENIGN
53	47,633	2	2	68	152	34	34	34	0	76	76	76	0	4,618.646737	83.975395	15,877.66667	27,455.03525	47,580	4	49	49	0	49	49	4	4	0	4	4	0	64	64	41.987698	41.987698	34	76	50.8	23.004347	529.2	0	0	0	0	0	1	63.5	34	76	64	2	68	2	152	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
46,916	50	1	1	0	0	0	0	0	0	0	0	0	0	0	40,000	50	0	50	50	0	0	0	0	0	0	0	0	0	0	0	32	32	20,000	20,000	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	68	248	0	32	0	0	0	0	0	0	0	0	BENIGN
33,532	80	1	1	0	0	0	0	0	0	0	0	0	0	0	25,000	80	0	80	80	0	0	0	0	0	0	0	0	0	0	0	32	32	12,500	12,500	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	117	338	0	32	0	0	0	0	0	0	0	0	BENIGN
53	322	2	2	66	214	33	33	33	0	107	107	107	0	869,565.2174	12,422.36025	107.333333	144.610972	272	1	1	1	0	1	1	49	49	0	49	49	0	64	64	6,211.180124	6,211.180124	33	107	62.6	40.531469	1,642.8	0	0	0	0	0	1	78.25	33	107	64	2	66	2	214	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	31,049	2	2	102	158	51	51	51	0	79	79	79	0	8,373.860672	128.828626	10,349.66667	17,920.95236	31,043	3	3	3	0	3	3	3	3	0	3	3	0	40	64	64.414313	64.414313	51	79	62.2	15.336232	235.2	0	0	0	0	0	1	77.75	51	79	40	2	102	2	158	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	277	2	2	76	242	38	38	38	0	121	121	121	0	1,148,014.44	14,440.43321	92.333333	119.068608	227	1	1	1	0	1	1	49	49	0	49	49	0	64	64	7,220.216606	7,220.216606	38	121	71.2	45.460972	2,066.7	0	0	0	0	0	1	89	38	121	64	2	76	2	242	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	31,686	2	2	66	258	33	33	33	0	129	129	129	0	10,225.33611	126.238717	10,562	18,211.64822	31,591	47	48	48	0	48	48	47	47	0	47	47	0	64	64	63.119359	63.119359	33	129	71.4	52.581366	2,764.8	0	0	0	0	0	1	89.25	33	129	64	2	66	2	258	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	24,254	2	2	170	326	85	85	85	0	163	163	163	0	20,450.23501	164.92125	8,084.666667	13,998.72338	24,249	1	1	1	0	1	1	4	4	0	4	4	0	40	40	82.460625	82.460625	85	163	116.2	42.722359	1,825.2	0	0	0	0	0	1	145.25	85	163	40	2	170	2	326	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
43,893	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	0	64	0	666,666.6667	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	64	2	0	0	0	13,119	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	56,995	2	2	56	254	28	28	28	0	127	127	127	0	5,439.073603	70.181595	18,998.33333	32,863.65175	56,946	1	1	1	0	1	1	48	48	0	48	48	0	40	40	35.090797	35.090797	28	127	67.6	54.224533	2,940.3	0	0	0	0	0	1	84.5	28	127	40	2	56	2	254	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	29,726	2	2	84	162	42	42	42	0	81	81	81	0	8,275.583664	134.562336	9,908.666667	17,158.85003	29,722	1	3	3	0	3	3	1	1	0	1	1	0	40	40	67.281168	67.281168	42	81	57.6	21.36118	456.3	0	0	0	0	0	1	72	42	81	40	2	84	2	162	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	163	2	2	72	260	36	36	36	0	130	130	130	0	2,036,809.816	24,539.8773	54.333333	88.911941	157	3	3	3	0	3	3	3	3	0	3	3	0	64	64	12,269.93865	12,269.93865	36	130	73.6	51.48592	2,650.8	0	0	0	0	0	1	92	36	130	64	2	72	2	260	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
40,493	62	2	1	31	6	31	0	15.5	21.92031	6	6	6	0	596,774.1935	48,387.09677	31	42.426407	61	1	1	1	0	1	1	0	0	0	0	0	1	64	20	32,258.06452	16,129.03226	0	31	17	16.350331	267.333333	0	1	0	1	0	0	22.666667	15.5	6	64	2	31	1	6	1,161	0	0	32	0	0	0	0	0	0	0	0	BENIGN
53	97,084	2	2	88	352	44	44	44	0	176	176	176	0	4,532.157719	41.201434	32,361.33333	55,967.46907	96,987	48	48	48	0	48	48	49	49	0	49	49	0	64	64	20.600717	20.600717	44	176	96.8	72.299378	5,227.2	0	0	0	0	0	1	121	44	176	64	2	88	2	352	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
56,364	57	1	1	6	6	6	6	6	0	6	6	6	0	210,526.3158	35,087.7193	57	0	57	57	0	0	0	0	0	0	0	0	0	0	0	20	20	17,543.85965	17,543.85965	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	13,140	64,240	0	20	0	0	0	0	0	0	0	0	BENIGN
53	239	2	2	64	158	32	32	32	0	79	79	79	0	928,870.2929	16,736.40167	79.666667	53.984566	142	48	48	48	0	48	48	49	49	0	49	49	0	64	64	8,368.200837	8,368.200837	32	79	50.8	25.74296	662.7	0	0	0	0	0	1	63.5	32	79	64	2	64	2	158	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	61,919	2	2	68	380	34	34	34	0	190	190	190	0	7,235.258967	64.600526	20,639.66667	35,743.75517	61,913	3	3	3	0	3	3	3	3	0	3	3	0	64	40	32.300263	32.300263	34	190	96.4	85.444719	7,300.8	0	0	0	0	0	1	120.5	34	190	64	2	68	2	380	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	31,588	2	2	54	182	27	27	27	0	91	91	91	0	7,471.191592	126.630366	10,529.33333	18,231.27813	31,581	3	3	3	0	3	3	4	4	0	4	4	0	40	64	63.315183	63.315183	27	91	52.6	35.054244	1,228.8	0	0	0	0	0	1	65.75	27	91	40	2	54	2	182	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
43,919	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	0	64	0	500,000	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	64	2	0	0	0	9,477	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	179	2	2	68	158	34	34	34	0	79	79	79	0	1,262,569.832	22,346.36872	59.666667	63.3114	128	3	48	48	0	48	48	3	3	0	3	3	0	64	64	11,173.18436	11,173.18436	34	79	52	24.647515	607.5	0	0	0	0	0	1	65	34	79	64	2	68	2	158	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	153	2	2	84	192	42	42	42	0	96	96	96	0	1,803,921.569	26,143.79085	51	50.566788	103	2	2	2	0	2	2	48	48	0	48	48	0	64	64	13,071.89542	13,071.89542	42	96	63.6	29.577018	874.8	0	0	0	0	0	1	79.5	42	96	64	2	84	2	192	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	61,916	2	2	72	184	36	36	36	0	92	92	92	0	4,134.63402	64.603657	20,638.66667	35,742.88917	61,911	1	1	1	0	1	1	4	4	0	4	4	0	40	64	32.301828	32.301828	36	92	58.4	30.672463	940.8	0	0	0	0	0	1	73	36	92	40	2	72	2	184	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
49,216	14	1	1	6	6	6	6	6	0	6	6	6	0	857,142.8571	142,857.1429	14	0	14	14	0	0	0	0	0	0	0	0	0	0	0	20	20	71,428.57143	71,428.57143	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	980	256	0	20	0	0	0	0	0	0	0	0	BENIGN
80	8,557,608	4	4	311	3,525	311	0	77.75	155.5	3,525	0	881.25	1,762.5	448.256102	0.934841	1,222,515.429	2,128,966.33	5,004,206	40	3,553,402	1,184,467.333	2,050,861.324	3,552,598	236	8,557,568	2,852,522.667	2,574,309.036	5,005,005	843	0	136	136	0.46742	0.46742	0	3,525	426.222222	1,166.584628	1,360,919.694	0	0	1	0	0	1	479.5	77.75	881.25	136	4	311	4	3,525	29,200	235	1	32	0	0	0	0	0	0	0	0	DoS GoldenEye
80	8,412,662	8	5	355	11,632	355	0	44.375	125.511454	5,840	0	2,326.4	3,185.599598	1,424.875979	1.54529	701,055.1667	1,671,691.563	5,003,236	45	3,409,426	487,060.8571	1,287,760.872	3,407,428	218	8,412,617	2,103,154.25	2,514,089.113	5,004,949	156	0	264	168	0.950948	0.594342	0	5,840	856.214286	2,103.393748	4,424,265.258	0	0	1	0	0	0	922.076923	44.375	2,326.4	264	8	355	5	11,632	29,200	235	1	32	0	0	0	0	0	0	0	0	DoS GoldenEye

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