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	1,116,711	4	2	184	378	46	46	46	0	189	189	189	0	503.263602	5.372921	223,342.2	436,659.9322	999,143	3	999,194	333,064.6667	576,840.758	999,143	3	3	3	0	3	3	0	80	40	3.581947	1.790974	46	189	86.857143	69.776855	4,868.809524	0	0	0	0	0	0	101.333333	46	189	80	4	184	2	378	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
53	59,182	2	2	100	216	50	50	50	0	108	108	108	0	5,339.461323	67.588118	19,727.33333	34,167.01158	59,180	1	1	1	0	1	1	1	1	0	1	1	0	40	40	33.794059	33.794059	50	108	73.2	31.767908	1,009.2	0	0	0	0	0	1	91.5	50	108	40	2	100	2	216	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	11,502,986	5	5	387	3,525	387	0	77.4	173.071662	2,077	0	705	990.64474	340.085609	0.869339	1,278,109.556	2,562,298.83	6,501,861	15	6,507,902	1,626,975.5	3,252,735.015	6,506,078	243	11,500,000	2,875,742.75	3,376,205.061	6,501,861	49	0	168	168	0.43467	0.43467	0	2,077	355.636364	718.968187	516,915.2545	0	0	1	0	0	1	391.2	77.4	705	168	5	387	5	3,525	29,200	235	1	32	909	0	909	909	6,501,861	0	6,501,861	6,501,861	DoS GoldenEye
51,169	75	1	1	6	6	6	6	6	0	6	6	6	0	160,000	26,666.66667	75	0	75	75	0	0	0	0	0	0	0	0	0	0	0	20	20	13,333.33333	13,333.33333	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	8,190	62,785	0	20	0	0	0	0	0	0	0	0	BENIGN
53,272	727	3	1	43	6	31	6	14.333333	14.433757	6	6	6	0	67,400.2751	5,502.063274	242.333333	376.593061	677	14	727	363.5	443.355952	677	50	0	0	0	0	0	0	60	20	4,126.547455	1,375.515818	6	31	11	11.18034	125	0	0	0	1	0	0	13.75	14.333333	6	60	3	43	1	6	1,203	0	2	20	0	0	0	0	0	0	0	0	BENIGN
35,859	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	5,160	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	182	2	2	64	120	32	32	32	0	60	60	60	0	1,010,989.011	21,978.02198	60.666667	21.079216	85	48	48	48	0	48	48	49	49	0	49	49	0	64	64	10,989.01099	10,989.01099	32	60	43.2	15.336232	235.2	0	0	0	0	0	1	54	32	60	64	2	64	2	120	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	48,489	2	2	64	96	32	32	32	0	48	48	48	0	3,299.717462	82.492937	16,163	27,951.84624	48,439	1	1	1	0	1	1	49	49	0	49	49	0	64	64	41.246468	41.246468	32	48	38.4	8.763561	76.8	0	0	0	0	0	1	48	32	48	64	2	64	2	96	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	787,115	2	2	74	218	37	37	37	0	109	109	109	0	370.975016	5.08185	262,371.6667	454,434.995	787,108	3	4	4	0	4	4	3	3	0	3	3	0	64	40	2.540925	2.540925	37	109	65.8	39.436024	1,555.2	0	0	0	0	0	1	82.25	37	109	64	2	74	2	218	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	199	2	2	74	154	37	37	37	0	77	77	77	0	1,145,728.643	20,100.50251	66.333333	30.892286	102	48	48	48	0	48	48	49	49	0	49	49	0	80	80	10,050.25126	10,050.25126	37	77	53	21.908902	480	0	0	0	0	0	1	66.25	37	77	80	2	74	2	154	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	23,937	2	2	92	284	46	46	46	0	142	142	142	0	15,707.8999	167.105318	7,979	13,775.01927	23,885	3	49	49	0	49	49	3	3	0	3	3	0	64	64	83.552659	83.552659	46	142	84.4	52.581366	2,764.8	0	0	0	0	0	1	105.5	46	142	64	2	92	2	284	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
36,844	61	1	1	0	0	0	0	0	0	0	0	0	0	0	32,786.88525	61	0	61	61	0	0	0	0	0	0	0	0	0	0	0	32	32	16,393.44262	16,393.44262	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	939	241	0	32	0	0	0	0	0	0	0	0	BENIGN
53	144	2	2	84	204	42	42	42	0	102	102	102	0	2,000,000	27,777.77778	48	78.809898	139	2	3	3	0	3	3	2	2	0	2	2	0	80	80	13,888.88889	13,888.88889	42	102	66	32.863353	1,080	0	0	0	0	0	1	82.5	42	102	80	2	84	2	204	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
57,575	57	1	2	6	12	6	6	6	0	6	6	6	0	315,789.4737	52,631.57895	28.5	28.991378	49	8	0	0	0	0	0	49	49	0	49	49	0	20	40	17,543.85965	35,087.7193	6	6	6	0	0	0	0	0	1	1	2	8	6	6	20	1	6	2	12	245	256	0	20	0	0	0	0	0	0	0	0	BENIGN
52,758	54	1	1	6	6	6	6	6	0	6	6	6	0	222,222.2222	37,037.03704	54	0	54	54	0	0	0	0	0	0	0	0	0	0	0	20	20	18,518.51852	18,518.51852	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	335	258	0	20	0	0	0	0	0	0	0	0	BENIGN
53	30,389	4	4	164	452	41	41	41	0	113	113	113	0	20,270.49261	263.253151	4,341.285714	8,812.247003	23,525	4	30,246	10,082	17,417.51681	30,194	4	6,816	2,272	3,890.248321	6,764	4	0	104	104	131.626575	131.626575	41	113	73	37.947332	1,440	0	0	0	0	0	1	82.125	41	113	104	4	164	4	452	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
53	95,027	2	2	72	362	36	36	36	0	181	181	181	0	4,567.123028	42.0933	31,675.66667	54,860.39994	95,023	1	1	1	0	1	1	3	3	0	3	3	0	40	40	21.04665	21.04665	36	181	94	79.419771	6,307.5	0	0	0	0	0	1	117.5	36	181	40	2	72	2	362	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	31,145	4	2	136	250	34	34	34	0	125	125	125	0	12,393.64264	192.647295	6,229	13,774.47028	30,869	3	30,876	10,292	17,820.20474	30,869	3	48	48	0	48	48	0	128	64	128.43153	64.215765	34	125	60	44.403453	1,971.666667	0	0	0	0	0	0	70	34	125	128	4	136	2	250	-1	-1	3	32	0	0	0	0	0	0	0	0	BENIGN
53	231	2	2	60	344	30	30	30	0	172	172	172	0	1,748,917.749	17,316.01732	77	129.90766	227	1	1	1	0	1	1	3	3	0	3	3	0	64	64	8,658.008658	8,658.008658	30	172	86.8	77.776603	6,049.2	0	0	0	0	0	1	108.5	30	172	64	2	60	2	344	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	290	2	2	46	46	23	23	23	0	23	23	23	0	317,241.3793	13,793.10345	96.666667	127.005249	241	2	2	2	0	2	2	47	47	0	47	47	0	64	64	6,896.551724	6,896.551724	23	23	23	0	0	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	0	0	BENIGN
53,114	85	1	1	6	6	6	6	6	0	6	6	6	0	141,176.4706	23,529.41176	85	0	85	85	0	0	0	0	0	0	0	0	0	0	0	20	20	11,764.70588	11,764.70588	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	58	256	0	20	0	0	0	0	0	0	0	0	BENIGN
53	23,601	2	2	66	98	33	33	33	0	49	49	49	0	6,948.858099	169.484344	7,867	13,620.84755	23,595	3	3	3	0	3	3	3	3	0	3	3	0	40	40	84.742172	84.742172	33	49	39.4	8.763561	76.8	0	0	0	0	0	1	49.25	33	49	40	2	66	2	98	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	60,587	2	2	68	186	34	34	34	0	93	93	93	0	4,192.318484	66.020764	20,195.66667	34,935.76008	60,536	4	47	47	0	47	47	4	4	0	4	4	0	40	40	33.010382	33.010382	34	93	57.6	32.315631	1,044.3	0	0	0	0	0	1	72	34	93	40	2	68	2	186	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	201	2	2	64	158	32	32	32	0	79	79	79	0	1,104,477.612	19,900.49751	67	76.602872	151	1	49	49	0	49	49	1	1	0	1	1	0	64	64	9,950.248756	9,950.248756	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	295	2	2	68	278	34	34	34	0	139	139	139	0	1,172,881.356	13,559.32203	98.333333	168.586279	293	1	1	1	0	1	1	1	1	0	1	1	0	64	80	6,779.661017	6,779.661017	34	139	76	57.510869	3,307.5	0	0	0	0	0	1	95	34	139	64	2	68	2	278	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	219	2	2	68	184	34	34	34	0	92	92	92	0	1,150,684.932	18,264.84018	73	41.569219	121	49	49	49	0	49	49	49	49	0	49	49	0	80	80	9,132.420091	9,132.420091	34	92	57.2	31.767908	1,009.2	0	0	0	0	0	1	71.5	34	92	80	2	68	2	184	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	23,895	2	2	70	102	35	35	35	0	51	51	51	0	7,198.158611	167.399038	7,965	13,790.58853	23,889	3	3	3	0	3	3	3	3	0	3	3	0	64	64	83.699519	83.699519	35	51	41.4	8.763561	76.8	0	0	0	0	0	1	51.75	35	51	64	2	70	2	102	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	3,308,446	2	2	158	190	79	79	79	0	95	95	95	0	105.185335	1.209027	1,102,815.333	1,910,126.127	3,308,439	3	4	4	0	4	4	3	3	0	3	3	0	64	64	0.604513	0.604513	79	95	85.4	8.763561	76.8	0	0	0	0	0	1	106.75	79	95	64	2	158	2	190	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
443	23,820	1	1	0	0	0	0	0	0	0	0	0	0	0	83.963056	23,820	0	23,820	23,820	0	0	0	0	0	0	0	0	0	0	0	32	32	41.981528	41.981528	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	356	1,120	0	32	0	0	0	0	0	0	0	0	BENIGN
55,017	52	1	1	6	6	6	6	6	0	6	6	6	0	230,769.2308	38,461.53846	52	0	52	52	0	0	0	0	0	0	0	0	0	0	0	20	20	19,230.76923	19,230.76923	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	14,600	29,200	0	20	0	0	0	0	0	0	0	0	BENIGN
53	59,723	2	2	58	90	29	29	29	0	45	45	45	0	2,478.107262	66.975872	19,907.66667	34,436.06449	59,671	3	3	3	0	3	3	49	49	0	49	49	0	64	64	33.487936	33.487936	29	45	35.4	8.763561	76.8	0	0	0	0	0	1	44.25	29	45	64	2	58	2	90	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	54,162	2	2	100	210	50	50	50	0	105	105	105	0	5,723.570031	73.852517	18,054	31,266.98119	54,158	1	1	1	0	1	1	3	3	0	3	3	0	64	64	36.926258	36.926258	50	105	72	30.124741	907.5	0	0	0	0	0	1	90	50	105	64	2	100	2	210	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	92,301	2	2	62	236	31	31	31	0	118	118	118	0	3,228.567404	43.336475	30,767	53,244.97884	92,249	3	3	3	0	3	3	49	49	0	49	49	0	64	64	21.668238	21.668238	31	118	65.8	47.651863	2,270.7	0	0	0	0	0	1	82.25	31	118	64	2	62	2	236	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	121,607	2	2	72	178	36	36	36	0	89	89	89	0	2,055.802709	32.892843	40,535.66667	70,205.50407	121,602	1	1	1	0	1	1	4	4	0	4	4	0	64	64	16.446422	16.446422	36	89	57.2	29.029296	842.7	0	0	0	0	0	1	71.5	36	89	64	2	72	2	178	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	22,487	2	2	84	162	42	42	42	0	81	81	81	0	10,939.65402	177.880553	7,495.666667	12,937.86263	22,435	3	49	49	0	49	49	3	3	0	3	3	0	40	40	88.940277	88.940277	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
46,541	87	1	1	0	0	0	0	0	0	0	0	0	0	0	22,988.50575	87	0	87	87	0	0	0	0	0	0	0	0	0	0	0	32	32	11,494.25287	11,494.25287	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	349	317	0	32	0	0	0	0	0	0	0	0	BENIGN
53	314	2	2	62	94	31	31	31	0	47	47	47	0	496,815.2866	12,738.8535	104.666667	173.50024	305	3	6	6	0	6	6	3	3	0	3	3	0	64	64	6,369.426752	6,369.426752	31	47	37.4	8.763561	76.8	0	0	0	0	0	1	46.75	31	47	64	2	62	2	94	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
80	11,512,366	5	4	560	3,525	560	0	112	250.439614	3,525	0	881.25	1,762.5	354.835835	0.781768	1,439,045.75	2,692,925.044	6,506,459	4	6,512,796	1,628,199	3,255,822.677	6,511,933	4	11,500,000	3,837,441	3,406,307.673	6,506,459	895	0	168	136	0.434316	0.347452	0	3,525	408.5	1,109.078822	1,230,055.833	0	0	1	0	0	0	453.888889	112	881.25	168	5	560	4	3,525	29,200	235	1	32	938	0	938	938	6,506,459	0	6,506,459	6,506,459	DoS GoldenEye
53	203	2	2	60	162	30	30	30	0	81	81	81	0	1,093,596.059	19,704.4335	67.666667	75.447554	151	4	48	48	0	48	48	4	4	0	4	4	0	40	40	9,852.216749	9,852.216749	30	81	50.4	27.93385	780.3	0	0	0	0	0	1	63	30	81	40	2	60	2	162	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
56,328	37	1	1	6	6	6	6	6	0	6	6	6	0	324,324.3243	54,054.05405	37	0	37	37	0	0	0	0	0	0	0	0	0	0	0	20	20	27,027.02703	27,027.02703	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	30	255	0	20	0	0	0	0	0	0	0	0	BENIGN
53	92,795	4	4	172	284	43	43	43	0	71	71	71	0	4,914.057869	86.211542	13,256.42857	25,374.52667	66,359	3	92,633	30,877.66667	53,475.62531	92,626	3	26,432	8,810.666667	15,216.37165	26,381	3	0	104	80	43.105771	43.105771	43	71	55.444444	14.757296	217.777778	0	0	0	0	0	1	62.375	43	71	104	4	172	4	284	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
53	48,885	4	2	132	98	33	33	33	0	49	49	49	0	4,704.91971	122.737036	9,777	14,730.11003	33,141	3	33,149	11,049.66667	19,131.65587	33,141	4	3	3	0	3	3	0	128	64	81.824691	40.912345	33	49	37.571429	7.807201	60.952381	0	0	0	0	0	0	43.833333	33	49	128	4	132	2	98	-1	-1	3	32	0	0	0	0	0	0	0	0	BENIGN
80	11,504,741	8	5	403	11,632	403	0	50.375	142.482016	7,288	0	2,326.4	3,351.290617	1,046.090477	1.129969	958,728.4167	2,259,714.748	6,500,591	1	6,510,585	930,083.5714	2,459,906.455	6,508,627	1	11,500,000	2,876,174.75	3,376,363.386	6,500,591	117	0	264	168	0.695366	0.434603	0	7,288	859.642857	2,180.364952	4,753,991.324	0	0	1	0	0	0	925.769231	50.375	2,326.4	264	8	403	5	11,632	29,200	235	1	32	901	0	901	901	6,500,591	0	6,500,591	6,500,591	DoS GoldenEye
53	309	2	2	78	204	39	39	39	0	102	102	102	0	912,621.3592	12,944.98382	103	137.21516	259	1	1	1	0	1	1	49	49	0	49	49	0	40	40	6,472.491909	6,472.491909	39	102	64.2	34.506521	1,190.7	0	0	0	0	0	1	80.25	39	102	40	2	78	2	204	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	112,315	1	1	6	6	6	6	6	0	6	6	6	0	106.842363	17.807061	112,315	0	112,315	112,315	0	0	0	0	0	0	0	0	0	0	0	20	20	8.90353	8.90353	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	43,800	17,688	0	20	0	0	0	0	0	0	0	0	BENIGN
53	28,315	4	2	144	104	36	36	36	0	52	52	52	0	8,758.608511	211.901819	5,663	10,603.40375	24,387	2	24,393	8,131	14,078.109	24,387	2	4	4	0	4	4	0	104	40	141.267879	70.63394	36	52	40.571429	7.807201	60.952381	0	0	0	0	0	0	47.333333	36	52	104	4	144	2	104	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
53	33,637	2	2	66	180	33	33	33	0	90	90	90	0	7,313.375152	118.916669	11,212.33333	19,375.31017	33,585	4	4	4	0	4	4	48	48	0	48	48	0	64	80	59.458335	59.458335	33	90	55.8	31.220186	974.7	0	0	0	0	0	1	69.75	33	90	64	2	66	2	180	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
49,255	61	1	1	0	0	0	0	0	0	0	0	0	0	0	32,786.88525	61	0	61	61	0	0	0	0	0	0	0	0	0	0	0	32	32	16,393.44262	16,393.44262	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	3	229	0	32	0	0	0	0	0	0	0	0	BENIGN
53	230	2	2	94	336	47	47	47	0	168	168	168	0	1,869,565.217	17,391.30435	76.666667	128.469192	225	1	1	1	0	1	1	4	4	0	4	4	0	80	80	8,695.652174	8,695.652174	47	168	95.4	66.274429	4,392.3	0	0	0	0	0	1	119.25	47	168	80	2	94	2	336	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	61,009	4	2	116	186	29	29	29	0	93	93	93	0	4,950.089331	98.346146	12,201.8	16,703.19392	30,618	3	30,625	10,208.33333	17,675.28982	30,618	3	4	4	0	4	4	0	104	64	65.564097	32.782049	29	93	47.285714	31.228802	975.238095	0	0	0	0	0	0	55.166667	29	93	104	4	116	2	186	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
80	36,834	1	1	0	0	0	0	0	0	0	0	0	0	0	54.29766	36,834	0	36,834	36,834	0	0	0	0	0	0	0	0	0	0	0	32	32	27.14883	27.14883	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	256	939	0	32	0	0	0	0	0	0	0	0	BENIGN
53	221	2	2	58	90	29	29	29	0	45	45	45	0	669,683.2579	18,099.54751	73.666667	24.583192	97	48	76	76	0	76	76	48	48	0	48	48	0	40	40	9,049.773756	9,049.773756	29	45	35.4	8.763561	76.8	0	0	0	0	0	1	44.25	29	45	40	2	58	2	90	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
57,450	54	1	1	0	0	0	0	0	0	0	0	0	0	0	37,037.03704	54	0	54	54	0	0	0	0	0	0	0	0	0	0	0	32	32	18,518.51852	18,518.51852	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	972	319	0	32	0	0	0	0	0	0	0	0	BENIGN
50,614	33	1	1	6	6	6	6	6	0	6	6	6	0	363,636.3636	60,606.06061	33	0	33	33	0	0	0	0	0	0	0	0	0	0	0	20	20	30,303.0303	30,303.0303	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	288	253	0	20	0	0	0	0	0	0	0	0	BENIGN
55,962	92	1	1	0	0	0	0	0	0	0	0	0	0	0	21,739.13043	92	0	92	92	0	0	0	0	0	0	0	0	0	0	0	32	32	10,869.56522	10,869.56522	0	0	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	0	0	BENIGN
53	194	2	2	62	190	31	31	31	0	95	95	95	0	1,298,969.072	20,618.5567	64.666667	70.493499	142	4	48	48	0	48	48	4	4	0	4	4	0	64	64	10,309.27835	10,309.27835	31	95	56.6	35.054244	1,228.8	0	0	0	0	0	1	70.75	31	95	64	2	62	2	190	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
18,564	35	1	1	6	6	6	6	6	0	6	6	6	0	342,857.1429	57,142.85714	35	0	35	35	0	0	0	0	0	0	0	0	0	0	0	20	20	28,571.42857	28,571.42857	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	913	256	0	20	0	0	0	0	0	0	0	0	BENIGN
53	73,741	2	2	64	148	32	32	32	0	74	74	74	0	2,874.92711	54.243908	24,580.33333	42,570.92211	73,737	1	1	1	0	1	1	3	3	0	3	3	0	64	64	27.121954	27.121954	32	74	48.8	23.004347	529.2	0	0	0	0	0	1	61	32	74	64	2	64	2	148	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	390	2	2	84	228	42	42	42	0	114	114	114	0	800,000	10,256.41026	130	184.236261	341	1	1	1	0	1	1	48	48	0	48	48	0	64	64	5,128.205128	5,128.205128	42	114	70.8	39.436024	1,555.2	0	0	0	0	0	1	88.5	42	114	64	2	84	2	228	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	1,203	2	2	62	94	31	31	31	0	47	47	47	0	129,675.8105	3,325.020781	401	691.088996	1,199	1	1	1	0	1	1	3	3	0	3	3	0	64	64	1,662.510391	1,662.510391	31	47	37.4	8.763561	76.8	0	0	0	0	0	1	46.75	31	47	64	2	62	2	94	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	147	2	2	80	180	40	40	40	0	90	90	90	0	1,768,707.483	27,210.88435	49	80.541915	142	2	2	2	0	2	2	3	3	0	3	3	0	40	40	13,605.44218	13,605.44218	40	90	60	27.386128	750	0	0	0	0	0	1	75	40	90	40	2	80	2	180	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	212	2	2	78	134	39	39	39	0	67	67	67	0	1,000,000	18,867.92453	70.666667	120.666206	210	1	1	1	0	1	1	1	1	0	1	1	0	40	40	9,433.962264	9,433.962264	39	67	50.2	15.336232	235.2	0	0	0	0	0	1	62.75	39	67	40	2	78	2	134	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	276	2	2	72	104	36	36	36	0	52	52	52	0	637,681.1594	14,492.75362	92	121.94671	231	3	3	3	0	3	3	42	42	0	42	42	0	64	64	7,246.376812	7,246.376812	36	52	42.4	8.763561	76.8	0	0	0	0	0	1	53	36	52	64	2	72	2	104	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	92,843	2	2	96	356	48	48	48	0	178	178	178	0	4,868.433808	43.083485	30,947.66667	53,588.2088	92,826	4	13	13	0	13	13	4	4	0	4	4	0	64	40	21.541743	21.541743	48	178	100	71.203932	5,070	0	0	0	0	0	1	125	48	178	64	2	96	2	356	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	197	2	2	74	154	37	37	37	0	77	77	77	0	1,157,360.406	20,304.56853	65.666667	74.473709	148	3	3	3	0	3	3	46	46	0	46	46	0	64	64	10,152.28426	10,152.28426	37	77	53	21.908902	480	0	0	0	0	0	1	66.25	37	77	64	2	74	2	154	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	30,791	2	2	78	134	39	39	39	0	67	67	67	0	6,885.128771	129.90809	10,263.66667	17,732.17247	30,739	4	4	4	0	4	4	48	48	0	48	48	0	40	40	64.954045	64.954045	39	67	50.2	15.336232	235.2	0	0	0	0	0	1	62.75	39	67	40	2	78	2	134	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	200	2	2	116	378	58	58	58	0	189	189	189	0	2,470,000	20,000	66.666667	111.150049	195	1	1	1	0	1	1	4	4	0	4	4	0	40	40	10,000	10,000	58	189	110.4	71.751655	5,148.3	0	0	0	0	0	1	138	58	189	40	2	116	2	378	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	277	2	2	56	568	28	28	28	0	284	284	284	0	2,252,707.581	14,440.43321	92.333333	117.925118	226	3	48	48	0	48	48	3	3	0	3	3	0	40	40	7,220.216606	7,220.216606	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
53	67,245	1	1	51	129	51	51	51	0	129	129	129	0	2,676.778943	29.741988	67,245	0	67,245	67,245	0	0	0	0	0	0	0	0	0	0	0	32	40	14.870994	14.870994	51	129	77	45.033321	2,028	0	0	0	0	0	1	115.5	51	129	32	1	51	1	129	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	515,604	2	2	66	98	33	33	33	0	49	49	49	0	318.07356	7.757892	171,868	297,680.6441	515,600	1	1	1	0	1	1	3	3	0	3	3	0	40	80	3.878946	3.878946	33	49	39.4	8.763561	76.8	0	0	0	0	0	1	49.25	33	49	40	2	66	2	98	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
52,992	19	1	1	6	6	6	6	6	0	6	6	6	0	631,578.9474	105,263.1579	19	0	19	19	0	0	0	0	0	0	0	0	0	0	0	20	20	52,631.57895	52,631.57895	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	31	255	0	20	0	0	0	0	0	0	0	0	BENIGN
53	447	2	2	62	228	31	31	31	0	114	114	114	0	648,769.5749	8,948.545861	149	216.917035	398	1	48	48	0	48	48	1	1	0	1	1	0	64	80	4,474.272931	4,474.272931	31	114	64.2	45.460972	2,066.7	0	0	0	0	0	1	80.25	31	114	64	2	62	2	228	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	175	2	2	84	192	42	42	42	0	96	96	96	0	1,577,142.857	22,857.14286	58.333333	61.158265	124	3	3	3	0	3	3	48	48	0	48	48	0	80	80	11,428.57143	11,428.57143	42	96	63.6	29.577018	874.8	0	0	0	0	0	1	79.5	42	96	80	2	84	2	192	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
50,230	4	2	0	12	0	6	6	6	0	0	0	0	0	3,000,000	500,000	4	0	4	4	4	4	0	4	4	0	0	0	0	0	0	40	0	500,000	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
80	22,831,533	8	5	890	3,545	430	0	111.25	196.747663	1,770	0	709	968.102784	194.248893	0.569388	1,902,627.75	3,496,924.14	9,995,533	39	22,800,000	3,261,647.571	4,172,835.292	9,995,533	63,164	17,200,000	4,310,467.25	5,048,233.37	10,100,000	778	0	172	124	0.350393	0.218995	0	1,770	316.785714	634.115517	402,102.489	0	0	1	0	0	0	341.153846	111.25	709	172	8	890	5	3,545	8,192	980	7	20	141,836	88,557.08109	244,090	90,041	7,468,675	2,299,262.644	9,995,533	5,499,661	BENIGN
80	36,814	1	1	0	0	0	0	0	0	0	0	0	0	0	54.327158	36,814	0	36,814	36,814	0	0	0	0	0	0	0	0	0	0	0	32	32	27.163579	27.163579	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	426	1,073	0	32	0	0	0	0	0	0	0	0	BENIGN
53	203	2	2	86	204	43	43	43	0	102	102	102	0	1,428,571.429	19,704.4335	67.666667	75.745187	151	3	3	3	0	3	3	49	49	0	49	49	0	40	40	9,852.216749	9,852.216749	43	102	66.6	32.315631	1,044.3	0	0	0	0	0	1	83.25	43	102	40	2	86	2	204	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	24,193	2	2	70	188	35	35	35	0	94	94	94	0	10,664.24172	165.337081	8,064.333333	13,965.237	24,190	1	1	1	0	1	1	2	2	0	2	2	0	40	64	82.66854	82.66854	35	94	58.6	32.315631	1,044.3	0	0	0	0	0	1	73.25	35	94	40	2	70	2	188	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	49,151	2	2	100	216	50	50	50	0	108	108	108	0	6,429.16726	81.381864	16,383.66667	28,373.879	49,147	1	3	3	0	3	3	1	1	0	1	1	0	64	64	40.690932	40.690932	50	108	73.2	31.767908	1,009.2	0	0	0	0	0	1	91.5	50	108	64	2	100	2	216	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	23,708	1	1	46	62	46	46	46	0	62	62	62	0	4,555.424329	84.35971	23,708	0	23,708	23,708	0	0	0	0	0	0	0	0	0	0	0	20	20	42.179855	42.179855	46	62	51.333333	9.237604	85.333333	0	0	0	0	0	1	77	46	62	20	1	46	1	62	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
80	15,031	1	1	6	6	6	6	6	0	6	6	6	0	798.350077	133.058346	15,031	0	15,031	15,031	0	0	0	0	0	0	0	0	0	0	0	20	20	66.529173	66.529173	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	303	30	0	20	0	0	0	0	0	0	0	0	BENIGN
53	37,827	2	2	70	194	35	35	35	0	97	97	97	0	6,979.141883	105.744574	12,609	21,795.27295	37,776	3	3	3	0	3	3	48	48	0	48	48	0	64	40	52.872287	52.872287	35	97	59.8	33.958799	1,153.2	0	0	0	0	0	1	74.75	35	97	64	2	70	2	194	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	170,968	2	2	78	234	39	39	39	0	117	117	117	0	1,824.902906	23.396191	56,989.33333	98,703.22467	170,962	3	3	3	0	3	3	3	3	0	3	3	0	64	64	11.698096	11.698096	39	117	70.2	42.722359	1,825.2	0	0	0	0	0	1	87.75	39	117	64	2	78	2	234	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	156	2	2	72	136	36	36	36	0	68	68	68	0	1,333,333.333	25,641.02564	52	74.719475	138	3	3	3	0	3	3	15	15	0	15	15	0	40	40	12,820.51282	12,820.51282	36	68	48.8	17.527122	307.2	0	0	0	0	0	1	61	36	68	40	2	72	2	136	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	69,597	2	2	62	246	31	31	31	0	123	123	123	0	4,425.47811	57.473742	23,199	40,135.95365	69,544	4	49	49	0	49	49	4	4	0	4	4	0	52	80	28.736871	28.736871	31	123	67.8	50.390475	2,539.2	0	0	0	0	0	1	84.75	31	123	52	2	62	2	246	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
55,423	29	3	1	43	6	31	6	14.333333	14.433757	6	6	6	0	1,689,655.172	137,931.0345	9.666667	12.503333	24	1	5	2.5	2.12132	4	1	0	0	0	0	0	0	60	20	103,448.2759	34,482.75862	6	31	11	11.18034	125	0	0	0	1	0	0	13.75	14.333333	6	60	3	43	1	6	1,036	0	2	20	0	0	0	0	0	0	0	0	BENIGN
53	30,950	2	2	76	108	38	38	38	0	54	54	54	0	5,945.072698	129.240711	10,316.66667	17,806.66758	30,878	3	69	69	0	69	69	3	3	0	3	3	0	64	64	64.620355	64.620355	38	54	44.4	8.763561	76.8	0	0	0	0	0	1	55.5	38	54	64	2	76	2	108	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	498,625	2	2	80	202	40	40	40	0	101	101	101	0	565.555277	8.022061	166,208.3333	287,797.2735	498,528	48	49	49	0	49	49	48	48	0	48	48	0	40	104	4.01103	4.01103	40	101	64.4	33.411076	1,116.3	0	0	0	0	0	1	80.5	40	101	40	2	80	2	202	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	11,506,296	8	6	634	11,632	634	0	79.25	224.15285	5,792	0	1,938.666667	2,544.918912	1,066.02507	1.216725	885,099.6923	2,180,718.049	6,502,344	1	6,509,289	929,898.4286	2,459,960.747	6,508,565	1	11,500,000	2,301,249.8	3,195,011.512	6,502,344	47	0	264	200	0.695272	0.521454	0	5,792	817.733333	1,798.913778	3,236,090.781	0	0	1	0	0	0	876.142857	79.25	1,938.666667	264	8	634	6	11,632	29,200	237	1	32	788	0	788	788	6,502,344	0	6,502,344	6,502,344	DoS GoldenEye
53	102,504	2	2	90	196	45	45	45	0	98	98	98	0	2,790.135019	39.022867	34,168	59,176.38189	102,499	1	1	1	0	1	1	4	4	0	4	4	0	64	64	19.511434	19.511434	45	98	66.2	29.029296	842.7	0	0	0	0	0	1	82.75	45	98	64	2	90	2	196	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	245	2	2	84	228	42	42	42	0	114	114	114	0	1,273,469.388	16,326.53061	81.666667	129.465568	231	1	13	13	0	13	13	1	1	0	1	1	0	64	64	8,163.265306	8,163.265306	42	114	70.8	39.436024	1,555.2	0	0	0	0	0	1	88.5	42	114	64	2	84	2	228	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	23,728	2	2	74	106	37	37	37	0	53	53	53	0	7,585.974376	168.577208	7,909.333333	13,694.17103	23,722	3	3	3	0	3	3	3	3	0	3	3	0	40	64	84.288604	84.288604	37	53	43.4	8.763561	76.8	0	0	0	0	0	1	54.25	37	53	40	2	74	2	106	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
13,864	98	1	1	6	6	6	6	6	0	6	6	6	0	122,448.9796	20,408.16327	98	0	98	98	0	0	0	0	0	0	0	0	0	0	0	20	20	10,204.08163	10,204.08163	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	913	256	0	20	0	0	0	0	0	0	0	0	BENIGN
50,231	4	2	0	12	0	6	6	6	0	0	0	0	0	3,000,000	500,000	4	0	4	4	4	4	0	4	4	0	0	0	0	0	0	40	0	500,000	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
389	65,938,875	22	12	4,144	3,172	403	0	188.363636	201.18803	316	6	264.333333	120.667336	110.951241	0.515629	1,998,147.727	6,238,959.758	28,400,000	2	65,900,000	3,139,941.81	7,649,508.192	28,400,000	2	65,900,000	5,994,420.909	9,914,592.067	28,400,000	3	1	704	360	0.333642	0.181987	0	403	220.542857	178.988883	32,037.02017	0	1	0	1	0	0	227.029412	188.363636	264.333333	704	22	4,144	12	3,172	1,136	0	11	32	18,466.5	36,364.33334	73,013	284	16,500,000	9,879,172.026	28,400,000	6,859,561	BENIGN
50,237	1	2	0	12	0	6	6	6	0	0	0	0	0	12,000,000	2,000,000	1	0	1	1	1	1	0	1	1	0	0	0	0	0	0	40	0	2,000,000	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
80	11,504,219	5	5	336	3,525	336	0	67.2	150.263768	2,077	0	705	990.64474	335.616003	0.869246	1,278,246.556	2,561,889.065	6,501,924	49	6,510,586	1,627,646.5	3,254,096.345	6,508,791	293	11,500,000	2,876,042.25	3,376,482.496	6,501,924	49	0	168	168	0.434623	0.434623	0	2,077	351	718.910147	516,831.8	0	0	1	0	0	1	386.1	67.2	705	168	5	336	5	3,525	29,200	235	1	32	910	0	910	910	6,501,924	0	6,501,924	6,501,924	DoS GoldenEye
53	196	2	2	84	228	42	42	42	0	114	114	114	0	1,591,836.735	20,408.16327	65.333333	111.428602	194	1	1	1	0	1	1	1	1	0	1	1	0	64	64	10,204.08163	10,204.08163	42	114	70.8	39.436024	1,555.2	0	0	0	0	0	1	88.5	42	114	64	2	84	2	228	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	23,952	2	2	68	100	34	34	34	0	50	50	50	0	7,014.028056	167.000668	7,984	13,744.68919	23,855	48	49	49	0	49	49	48	48	0	48	48	0	40	40	83.500334	83.500334	34	50	40.4	8.763561	76.8	0	0	0	0	0	1	50.5	34	50	40	2	68	2	100	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53,298	72	2	1	31	6	31	0	15.5	21.92031	6	6	6	0	513,888.8889	41,666.66667	36	46.669048	69	3	3	3	0	3	3	0	0	0	0	0	1	64	20	27,777.77778	13,888.88889	0	31	17	16.350331	267.333333	0	1	0	1	0	0	22.666667	15.5	6	64	2	31	1	6	1,006	0	0	32	0	0	0	0	0	0	0	0	BENIGN

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