Split (1)

train · 2.3M 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 PSH Flags 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	FIN Flag Count int64	SYN Flag Count int64	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 Mean float64	Active Std float64	Active Max int64	Active Min int64	Idle Mean float64	Idle Std float64	Idle Max int64	Idle Min int64	Label string
443	114,685,429	16	13	1,187	515	654	0	74.1875	203.91901	242	0	39.615385	90.225217	14.840595	0.252866	4,095,908.178571	4,870,525.786871	10,189,413	57	114,685,429	7,645,695.266667	4,165,665.97998	10,240,001	103	114,634,682	9,552,890.166667	1,534,749.320524	10,241,133	4,954,697	0	512	416	0.139512	0.113354	0	654	56.733333	159.020045	25,287.374713	0	0	0	1	0	0	58.689655	74.1875	39.615385	512	16	1,187	13	515	432	165	2	32	501,518.272727	1,493,777.155497	5,005,425	50,586	9,924,415.181818	523,865.914736	10,189,413	8,838,719	BENIGN
80	98,320,938	6	5	370	11,595	352	0	61.666667	142.264074	11,595	0	2,319	5,185.44164	121.693306	0.111879	9,832,093.8	31,100,000	98,300,000	5	98,300,000	19,700,000	44,000,000	98,300,000	251	98,300,000	24,600,000	49,200,000	98,300,000	5	0	164	168	0.061025	0.050854	0	11,595	997.583333	3,338.834894	11,100,000	1	0	0	0	0	0	1,088.272727	61.666667	2,319	164	6	370	5	11,595	0	235	3	20	13,980	0	13,980	13,980	98,300,000	0	98,300,000	98,300,000	DoS Hulk
35,410	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	122	337	0	32	0	0	0	0	0	0	0	0	BENIGN
53	210	2	2	74	234	37	37	37	0	117	117	117	0	1,466,666.667	19,047.61905	70	80.293213	159	3	3	3	0	3	3	48	48	0	48	48	0	40	40	9,523.809524	9,523.809524	37	117	69	43.817805	1,920	0	0	0	0	0	1	86.25	37	117	40	2	74	2	234	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
88	876	8	6	4,948	270	2,465	0	618.5	937.901914	129	0	45	65.121425	5,956,621.004566	15,981.73516	67.384615	156.657556	574	1	876	125.142857	256.246905	703	2	581	116.2	255.921277	574	1	0	184	144	9,132.420091	6,849.315068	0	2,465	347.866667	728.802527	531,153.12381	0	0	1	0	0	0	372.714286	618.5	45	184	8	4,948	6	270	8,192	2,053	6	20	0	0	0	0	0	0	0	0	BENIGN
1,643	63	1	1	0	0	0	0	0	0	0	0	0	0	0	31,746.03175	63	0	63	63	0	0	0	0	0	0	0	0	0	0	0	20	20	15,873.01587	15,873.01587	0	0	0	0	0	0	0	0	1	1	1	0	0	0	20	1	0	1	0	31,175	63,312	0	20	0	0	0	0	0	0	0	0	BENIGN
443	5,279,331	6	4	311	157	217	0	51.833333	83.189943	145	0	39.25	70.556715	88.647596	1.894179	586,592.3333	1,627,894.129	4,925,202	3	5,279,331	1,055,866.2	2,241,162.43	5,063,820	3	253,971	84,657	77,851.48951	153,180	4	0	132	92	1.136508	0.757672	0	217	42.545455	72.047711	5,190.872727	0	0	1	0	0	0	46.8	51.833333	39.25	132	6	311	4	157	8,192	110	5	20	0	0	0	0	0	0	0	0	BENIGN
51,341	81,175,476	6	9	11,607	62	4,380	0	1,934.5	2,188.714486	20	0	6.888889	5.301991	143.750312	0.184785	5,798,248.286	19,400,000	72,800,000	1	81,200,000	16,200,000	36,300,000	81,100,000	188	81,200,000	10,100,000	25,500,000	72,800,000	1	0	132	192	0.073914	0.110871	0	4,380	729.6875	1,589.290899	2,525,845.563	0	0	0	1	1	1	778.333333	1,934.5	6.888889	132	6	11,607	9	62	229	256	4	20	30,363	0	30,363	30,363	40,600,000	45,600,000	72,800,000	8,342,243	BENIGN
16,018	42	1	1	2	6	2	2	2	0	6	6	6	0	190,476.1905	47,619.04762	42	0	42	42	0	0	0	0	0	0	0	0	0	0	0	24	20	23,809.52381	23,809.52381	2	6	3.333333	2.309401	5.333333	0	0	1	0	0	1	5	2	6	24	1	2	1	6	1,024	0	0	24	0	0	0	0	0	0	0	0	PortScan
53	305	2	2	60	150	30	30	30	0	75	75	75	0	688,524.5902	13,114.7541	101.666667	170.89568	299	3	3	3	0	3	3	3	3	0	3	3	0	40	40	6,557.377049	6,557.377049	30	75	48	24.647515	607.5	0	0	0	0	0	1	60	30	75	40	2	60	2	150	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
3,231	83	1	1	6	6	6	6	6	0	6	6	6	0	144,578.3133	24,096.38554	83	0	83	83	0	0	0	0	0	0	0	0	0	0	0	20	20	12,048.19277	12,048.19277	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	991	256	0	20	0	0	0	0	0	0	0	0	BENIGN
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	0	40	0	41,666.66667	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	90,422	1	1	52	68	52	52	52	0	68	68	68	0	1,327.110659	22.118511	90,422	0	90,422	90,422	0	0	0	0	0	0	0	0	0	0	0	32	32	11.059255	11.059255	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
61,381	80,329,523	7	9	12,982	56	5,840	0	1,854.571429	2,327.333084	20	0	6.222222	5.783117	162.306454	0.19918	5,355,301.533	19,600,000	76,200,000	3	80,300,000	13,400,000	32,800,000	80,300,000	4	80,200,000	10,000,000	26,800,000	76,200,000	3	1	152	204	0.087141	0.112039	0	5,840	847.823529	1,700.119159	2,890,405.154	0	1	0	1	1	1	900.8125	1,854.571429	6.222222	152	7	12,982	9	56	229	256	5	20	4,082,287	0	4,082,287	4,082,287	76,200,000	0	76,200,000	76,200,000	BENIGN
53	23,786	2	2	72	232	36	36	36	0	116	116	116	0	12,780.62726	168.166148	7,928.666667	13,726.79133	23,779	3	4	4	0	4	4	3	3	0	3	3	0	40	64	84.083074	84.083074	36	116	68	43.817805	1,920	0	0	0	0	0	1	85	36	116	40	2	72	2	232	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	246	2	2	76	244	38	38	38	0	122	122	122	0	1,300,813.008	16,260.1626	82	103.058236	198	1	1	1	0	1	1	47	47	0	47	47	0	64	64	8,130.081301	8,130.081301	38	122	71.6	46.008695	2,116.8	0	0	0	0	0	1	89.5	38	122	64	2	76	2	244	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	164	2	2	74	106	37	37	37	0	53	53	53	0	1,097,560.97561	24,390.243902	54.666667	55.3022	113	3	3	3	0	3	3	48	48	0	48	48	0	64	64	12,195.121951	12,195.121951	37	53	43.4	8.763561	76.8	0	0	0	0	0	1	54.25	37	53	64	2	74	2	106	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	30,305	1	1	40	56	40	40	40	0	56	56	56	0	3,167.794093	65.99571	30,305	0	30,305	30,305	0	0	0	0	0	0	0	0	0	0	0	20	32	32.997855	32.997855	40	56	45.333333	9.237604	85.333333	0	0	0	0	0	1	68	40	56	20	1	40	1	56	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
80	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	251	-1	0	32	0	0	0	0	0	0	0	0	DoS Hulk
1,626	63	1	1	6	6	6	6	6	0	6	6	6	0	190,476.1905	31,746.03175	63	0	63	63	0	0	0	0	0	0	0	0	0	0	0	20	20	15,873.01587	15,873.01587	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
80	86	2	0	12	0	6	6	6	0	0	0	0	0	139,534.8837	23,255.81395	86	0	86	86	86	86	0	86	86	0	0	0	0	0	0	40	0	23,255.81395	0	6	6	6	0	0	0	0	0	1	0	0	9	6	0	40	2	12	0	0	16,289	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	83,993	4	2	136	422	34	34	34	0	211	211	211	0	6,643.41076	71.434524	16,798.6	37,316.74453	83,552	3	83,559	27,853	48,236.74897	83,552	3	3	3	0	3	3	0	80	40	47.623016	23.811508	34	211	84.571429	86.367156	7,459.285714	0	0	0	0	0	0	98.666667	34	211	80	4	136	2	422	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
443	12,170,377	11	10	1,657	6,857	1,342	0	150.636364	400.369398	1,713	0	685.7	734.18754	699.567483	1.725501	608,518.85	2,234,516.478	9,999,259	3	2,171,115	217,111.5	449,410.5	1,416,920	48	12,100,000	1,348,712.444	3,279,435.037	9,999,306	3	0	360	328	0.903834	0.821667	0	1,713	387	621.471756	386,227.1429	0	0	1	0	0	0	405.428571	150.636364	685.7	360	11	1,657	10	6,857	29,200	65	3	32	2,171,115	0	2,171,115	2,171,115	9,999,259	0	9,999,259	9,999,259	BENIGN
80	18,177	2	0	0	0	0	0	0	0	0	0	0	0	0	110.029158	18,177	0	18,177	18,177	18,177	18,177	0	18,177	18,177	0	0	0	0	0	0	40	0	110.029158	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	40	2	0	0	0	253	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
44,266	25	1	1	0	0	0	0	0	0	0	0	0	0	0	80,000	25	0	25	25	0	0	0	0	0	0	0	0	0	0	0	32	32	40,000	40,000	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	122	245	0	32	0	0	0	0	0	0	0	0	BENIGN
54,006	473	2	1	12	6	6	6	6	0	6	6	6	0	38,054.968288	6,342.494715	236.5	260.922402	421	52	473	473	0	473	473	0	0	0	0	0	0	40	20	4,228.32981	2,114.164905	6	6	6	0	0	0	0	0	1	1	0	8	6	6	40	2	12	1	6	32	1,004	1	20	0	0	0	0	0	0	0	0	BENIGN
52,198	246	2	1	0	0	0	0	0	0	0	0	0	0	0	12,195.121951	123	83.4386	182	64	246	246	0	246	246	0	0	0	0	0	0	64	32	8,130.081301	4,065.04065	0	0	0	0	0	0	0	0	1	1	0	0	0	0	64	2	0	1	0	349	310	0	32	0	0	0	0	0	0	0	0	BENIGN
53	48,593	2	2	66	98	33	33	33	0	49	49	49	0	3,374.971704	82.316383	16,197.66667	28,011.02337	48,542	3	48	48	0	48	48	3	3	0	3	3	0	64	40	41.158192	41.158192	33	49	39.4	8.763561	76.8	0	0	0	0	0	1	49.25	33	49	64	2	66	2	98	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
80	968	5	0	0	0	0	0	0	0	0	0	0	0	0	5,165.289256	242	478.669684	960	1	968	242	478.669684	960	1	0	0	0	0	0	0	160	0	5,165.289256	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	160	5	0	0	0	274	-1	0	32	0	0	0	0	0	0	0	0	DoS Hulk
80	1,776,009	3	4	26	11,601	20	0	8.666667	10.263203	8,760	0	2,900.25	4,128.319301	6,546.701058	3.941421	296,001.5	706,828.655	1,738,496	49	37,121	18,560.5	26,101.43261	37,017	104	1,775,960	591,986.6667	993,079.4177	1,738,496	185	0	72	92	1.689181	2.252241	0	8,760	1,453.375	3,113.952607	9,696,700.839	0	0	1	0	0	1	1,661	8.666667	2,900.25	72	3	26	4	11,601	8,192	229	2	20	0	0	0	0	0	0	0	0	DDoS
37,242	227	2	0	12	0	6	6	6	0	0	0	0	0	52,863.43612	8,810.572687	227	0	227	227	227	227	0	227	227	0	0	0	0	0	0	40	0	8,810.572687	0	6	6	6	0	0	0	0	0	1	0	0	9	6	0	40	2	12	0	0	32	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	60,539,746	14	13	1,548	5,317	1,218	0	110.571429	324.612364	1,535	0	409	647.106251	113.396578	0.445988	2,328,451.769	4,269,817.635	10,200,000	7	60,500,000	4,656,903.538	5,192,603.473	10,200,000	220	60,500,000	5,037,666.25	5,231,571.611	10,200,000	50	0	456	424	0.231253	0.214735	0	1,535	245.178571	511.26119	261,388.004	0	0	1	0	0	0	254.259259	110.571429	409	456	14	1,548	13	5,317	29,200	119	3	32	121,930.8333	83,960.30475	293,314	87,492	9,968,001	323,110.0197	10,200,000	9,323,289	BENIGN
53	24,236	2	2	64	256	32	32	32	0	128	128	128	0	13,203.49893	165.043737	8,078.666667	13,986.59896	24,229	3	3	3	0	3	3	4	4	0	4	4	0	64	64	82.521868	82.521868	32	128	70.4	52.581366	2,764.8	0	0	0	0	0	1	88	32	128	64	2	64	2	256	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
2,143	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	360	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
2,399	70	1	1	0	6	0	0	0	0	6	6	6	0	85,714.28571	28,571.42857	70	0	70	70	0	0	0	0	0	0	0	0	0	0	0	40	20	14,285.71429	14,285.71429	0	6	2	3.464102	12	0	0	1	0	0	1	3	0	6	40	1	0	1	6	29,200	0	0	40	0	0	0	0	0	0	0	0	PortScan
51,892	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	0	64	0	2,000,000	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	64	2	0	0	0	6,484	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
43,462	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	357	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
443	14,835	2	0	12	0	6	6	6	0	0	0	0	0	808.897877	134.816313	14,835	0	14,835	14,835	14,835	14,835	0	14,835	14,835	0	0	0	0	0	0	40	0	134.816313	0	6	6	6	0	0	0	0	0	1	0	0	9	6	0	40	2	12	0	0	254	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	30,554	1	1	60	138	60	60	60	0	138	138	138	0	6,480.329908	65.457878	30,554	0	30,554	30,554	0	0	0	0	0	0	0	0	0	0	0	20	20	32.728939	32.728939	60	138	86	45.033321	2,028	0	0	0	0	0	1	129	60	138	20	1	60	1	138	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
80	42,691	1	1	0	0	0	0	0	0	0	0	0	0	0	46.848282	42,691	0	42,691	42,691	0	0	0	0	0	0	0	0	0	0	0	32	32	23.424141	23.424141	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	250	130	0	32	0	0	0	0	0	0	0	0	BENIGN
53,664	66	1	1	0	0	0	0	0	0	0	0	0	0	0	30,303.0303	66	0	66	66	0	0	0	0	0	0	0	0	0	0	0	32	32	15,151.51515	15,151.51515	0	0	0	0	0	0	0	0	1	0	1	0	0	0	32	1	0	1	0	1,120	33,304	0	32	0	0	0	0	0	0	0	0	BENIGN
443	8,989,217	3	0	0	0	0	0	0	0	0	0	0	0	0	0.333733	4,494,608.5	2,137,474.198	6,006,031	2,983,186	8,989,217	4,494,608.5	2,137,474.198	6,006,031	2,983,186	0	0	0	0	0	0	92	0	0.333733	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	2,983,186	0	2,983,186	2,983,186	6,006,031	0	6,006,031	6,006,031	BENIGN
80	66,734	3	4	431	2,267	431	0	143.666667	248.837966	2,267	0	566.75	1,133.5	40,429.16654	104.894057	11,122.33333	16,842.2548	32,868	4	32,991	16,495.5	23,247.54965	32,934	57	33,866	11,288.66667	18,788.66641	32,978	4	0	104	136	44.954596	59.939461	0	2,267	337.25	794.18867	630,735.6429	0	0	1	0	0	1	385.428571	143.666667	566.75	104	3	431	4	2,267	29,200	235	1	32	0	0	0	0	0	0	0	0	BENIGN
80	2,244	6	0	0	0	0	0	0	0	0	0	0	0	0	2,673.796791	448.8	460.392984	1,271	201	2,244	448.8	460.392984	1,271	201	0	0	0	0	0	0	192	0	2,673.796791	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	192	6	0	0	0	251	-1	0	32	0	0	0	0	0	0	0	0	DoS Hulk
6,025	74	1	1	0	6	0	0	0	0	6	6	6	0	81,081.08108	27,027.02703	74	0	74	74	0	0	0	0	0	0	0	0	0	0	0	40	20	13,513.51351	13,513.51351	0	6	2	3.464102	12	0	0	1	0	0	1	3	0	6	40	1	0	1	6	29,200	0	0	40	0	0	0	0	0	0	0	0	PortScan
53	32,327	4	2	132	322	33	33	33	0	161	161	161	0	14,043.988	185.603366	6,465.4	10,729.92422	24,742	3	24,750	8,250	14,282.49096	24,742	4	3	3	0	3	3	0	104	40	123.735577	61.867789	33	161	69.571429	62.457605	3,900.952381	0	0	0	0	0	0	81.166667	33	161	104	4	132	2	322	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
53	169	2	2	90	156	45	45	45	0	78	78	78	0	1,455,621.301775	23,668.639053	56.333333	92.376043	163	3	3	3	0	3	3	3	3	0	3	3	0	40	40	11,834.319527	11,834.319527	45	78	58.2	18.074844	326.7	0	0	0	0	0	1	72.75	45	78	40	2	90	2	156	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	70,025	2	2	60	214	30	30	30	0	107	107	107	0	3,912.888254	57.122456	23,341.66667	40,423.75645	70,019	3	3	3	0	3	3	3	3	0	3	3	0	64	64	28.561228	28.561228	30	107	60.8	42.174637	1,778.7	0	0	0	0	0	1	76	30	107	64	2	60	2	214	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	60,819	4	2	140	202	35	35	35	0	101	101	101	0	5,623.242737	98.653381	12,163.8	16,658.90171	31,152	4	31,160	10,386.666667	17,983.306185	31,152	4	4	4	0	4	4	0	128	88	65.768921	32.88446	35	101	53.857143	32.204702	1,037.142857	0	0	0	0	0	0	62.833333	35	101	128	4	140	2	202	-1	-1	3	32	0	0	0	0	0	0	0	0	BENIGN
80	115,076,529	16	14	519	802	435	0	32.4375	107.360433	796	0	57.285714	212.622609	11.479317	0.260696	3,968,156.172	4,862,893.445	10,000,000	102	115,000,000	7,671,768.6	4,148,483.612	10,000,000	342	110,000,000	8,483,799.538	3,759,706.258	10,000,000	616	0	332	424	0.139038	0.121658	0	796	42.612903	159.905113	25,569.64516	0	0	1	0	0	0	44.033333	32.4375	57.285714	332	16	519	14	802	8,192	288	15	20	44,515.18182	68,627.47721	251,434	23,553	9,981,832	61,297.46726	10,000,000	9,797,431	BENIGN
80	99,892,678	6	6	395	11,595	377	0	65.833333	152.468248	7,240	0	1,932.5	3,126.682571	120.028817	0.120129	9,081,152.545	30,100,000	99,700,000	14	99,800,000	20,000,000	44,600,000	99,700,000	1,012	99,900,000	20,000,000	44,600,000	99,700,000	85	0	164	200	0.060064	0.060064	0	7,240	922.769231	2,242.780832	5,030,065.859	1	0	0	0	0	1	999.666667	65.833333	1,932.5	164	6	395	6	11,595	0	235	3	20	14,013	0	14,013	14,013	99,700,000	0	99,700,000	99,700,000	DoS Hulk
80	118,284,951	28	20	3,530	1,855	460	0	126.071429	194.20282	224	0	92.75	109.643381	45.525656	0.4058	2,516,701.085106	4,215,645.917797	10,004,362	4	118,284,951	4,380,924.111111	4,913,060.274716	10,150,997	4	114,189,838	6,009,991.473684	4,982,997.611635	10,151,560	146,815	0	572	412	0.236717	0.169083	0	460	109.897959	162.787725	26,499.843537	0	0	1	0	0	0	112.1875	126.071429	92.75	572	28	3,530	20	1,855	8,192	512	27	20	386,275.181818	794,277.562237	2,781,112	146,529	9,994,603.545455	13,887.276589	10,004,362	9,953,830	BENIGN
80	85,015,059	7	6	296	11,595	296	0	42.285714	111.877484	5,792	0	1,932.5	2,181.008184	139.869338	0.152914	7,084,588.25	24,500,000	84,900,000	0	84,900,000	14,100,000	34,600,000	84,900,000	0	151,401	30,280.2	60,493.25053	138,025	45	0	232	200	0.082338	0.070576	0	5,792	849.357143	1,668.237928	2,783,017.786	0	0	0	1	0	0	914.692308	42.285714	1,932.5	232	7	296	6	11,595	251	235	1	32	982	0	982	982	84,900,000	0	84,900,000	84,900,000	DoS Hulk
53	23,147	1	1	46	94	46	46	46	0	94	94	94	0	6,048.299996	86.404286	23,147	0	23,147	23,147	0	0	0	0	0	0	0	0	0	0	0	44	32	43.202143	43.202143	46	94	62	27.712813	768	0	0	0	0	0	1	93	46	94	44	1	46	1	94	-1	-1	0	44	0	0	0	0	0	0	0	0	BENIGN
53	47,882	2	2	56	476	28	28	28	0	238	238	238	0	11,110.64701	83.538699	15,960.66667	27,598.79541	47,829	4	49	49	0	49	49	4	4	0	4	4	0	64	40	41.76935	41.76935	28	238	112	115.021737	13,230	0	0	0	0	0	1	140	28	238	64	2	56	2	476	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
49,804	57	1	1	6	6	6	6	6	0	6	6	6	0	210,526.315789	35,087.719298	57	0	57	57	0	0	0	0	0	0	0	0	0	0	0	20	20	17,543.859649	17,543.859649	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	115	255	0	20	0	0	0	0	0	0	0	0	BENIGN
80	10,402,261	13	15	1,536	15,046	520	0	118.153846	193.870595	2,896	0	1,003.066667	810.863954	1,594.076519	2.691723	385,268.9259	1,921,671.824	9,999,666	4	402,446	33,537.16667	53,806.66621	194,793	123	10,400,000	740,718.8571	2,665,256.994	9,999,666	47	0	428	488	1.249728	1.441994	0	2,896	571.793103	742.779211	551,720.9557	0	0	1	0	0	1	592.214286	118.153846	1,003.066667	428	13	1,536	15	15,046	65,535	61	4	32	0	0	0	0	0	0	0	0	BENIGN
63,237	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	1	64	0	666,666.666667	0	0	37	24.666667	21.36196	456.333333	0	1	0	1	0	0	37	18.5	0	64	2	37	0	0	97	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
443	6,021,351	9	8	384	6,588	197	0	42.666667	70.215739	1,460	2	823.5	686.807105	1,157.879685	2.823287	376,334.4375	1,414,115.745305	5,676,291	3	6,021,351	752,668.875	1,991,002.050963	5,676,291	3	110,398	15,771.142857	26,269.177106	57,158	49	0	192	164	1.494681	1.328605	0	1,460	387.333333	598.158153	357,793.176471	0	0	1	0	0	0	410.117647	42.666667	823.5	192	9	384	8	6,588	8,192	30,016	8	20	345,057	0	345,057	345,057	5,676,291	0	5,676,291	5,676,291	BENIGN
53	275	2	2	64	96	32	32	32	0	48	48	48	0	581,818.1818	14,545.45455	91.666667	75.632885	179	48	48	48	0	48	48	48	48	0	48	48	0	40	40	7,272.727273	7,272.727273	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
443	115,566,819	21	20	1,057	7,011	706	0	50.333333	158.067496	1,448	0	350.55	593.074725	69.812426	0.354773	2,889,170.475	4,494,686.806132	10,028,423	3	115,566,819	5,778,340.95	4,981,400.595052	10,112,025	3	111,475,571	5,867,135.315789	5,110,735.106041	10,112,186	48	0	680	648	0.181713	0.17306	0	1,448	192.095238	445.67859	198,629.405343	0	0	1	0	0	0	196.780488	50.333333	350.55	680	21	1,057	20	7,011	29,200	124	4	32	108,670.272727	82,504.626931	357,431	83,602	10,025,465.454546	9,123.802194	10,028,423	9,997,957	BENIGN
443	514,802	9	5	388	3,782	201	0	43.111111	71.318729	2,920	0	756.4	1,232.835269	8,100.201631	27.194922	39,600.15385	41,743.60322	138,639	30	514,802	64,350.25	40,035.61187	138,639	11,117	309,587	77,396.75	88,384.12475	192,463	199	0	192	112	17.48245	9.712472	0	2,920	278	748.254827	559,885.2857	0	0	1	0	0	0	297.857143	43.111111	756.4	192	9	388	5	3,782	8,192	60	8	20	0	0	0	0	0	0	0	0	BENIGN
53	108,127	2	2	80	396	40	40	40	0	198	198	198	0	4,402.23071	36.993535	36,042.33333	62,382.12311	108,075	4	48	48	0	48	48	4	4	0	4	4	0	80	64	18.496768	18.496768	40	198	103.2	86.540164	7,489.2	0	0	0	0	0	1	129	40	198	80	2	80	2	396	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
80	8,105,249	5	0	30	0	6	6	6	0	0	0	0	0	3.701305	0.616884	2,026,312.25	4,051,289.861	8,103,247	3	8,105,249	2,026,312.25	4,051,289.861	8,103,247	3	0	0	0	0	0	0	100	0	0.616884	0	6	6	6	0	0	0	0	0	1	0	0	7.2	6	0	100	5	30	0	0	256	-1	4	20	2,002	0	2,002	2,002	8,103,247	0	8,103,247	8,103,247	DDoS
53	180,597	2	2	68	234	34	34	34	0	117	117	117	0	1,672.231543	22.148762	60,199	104,264.2625	180,593	0	0	0	0	0	0	4	4	0	4	4	0	64	64	11.074381	11.074381	34	117	67.2	45.460972	2,066.7	0	0	0	0	0	1	84	34	117	64	2	68	2	234	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	185	2	2	70	102	35	35	35	0	51	51	51	0	929,729.7297	21,621.62162	61.666667	101.613647	179	3	3	3	0	3	3	3	3	0	3	3	0	80	80	10,810.81081	10,810.81081	35	51	41.4	8.763561	76.8	0	0	0	0	0	1	51.75	35	51	80	2	70	2	102	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	190	2	2	88	120	44	44	44	0	60	60	60	0	1,094,736.842	21,052.63158	63.333333	68.966175	139	4	47	47	0	47	47	4	4	0	4	4	0	64	64	10,526.31579	10,526.31579	44	60	50.4	8.763561	76.8	0	0	0	0	0	1	63	44	60	64	2	88	2	120	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	160	2	2	84	116	42	42	42	0	58	58	58	0	1,250,000	25,000	53.333333	86.315313	153	3	3	3	0	3	3	4	4	0	4	4	0	64	64	12,500	12,500	42	58	48.4	8.763561	76.8	0	0	0	0	0	1	60.5	42	58	64	2	84	2	116	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	46,822	4	2	128	536	32	32	32	0	268	268	268	0	14,181.36773	128.144889	9,364.4	14,468.51849	32,897	3	32,904	10,968	18,991.07109	32,897	3	4	4	0	4	4	0	80	64	85.429926	42.714963	32	268	99.428571	115.156209	13,260.95238	0	0	0	0	0	0	116	32	268	80	4	128	2	536	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
80	1,004,310	4	5	405	11,595	405	0	101.25	202.5	5,792	0	2,319	2,632.545726	11,948.50196	8.961376	125,538.75	352,904.9285	998,924	47	1,003,956	334,652	575,281.721	998,924	48	5,283	1,320.75	2,445.156352	4,987	47	0	144	168	3.982834	4.978542	0	5,792	1,200	2,118.018414	4,486,002	0	0	1	0	0	1	1,333.333333	101.25	2,319	144	4	405	5	11,595	29,200	235	1	32	0	0	0	0	0	0	0	0	DoS Hulk
53	506,602	1	1	42	173	42	42	42	0	173	173	173	0	424.396272	3.947872	506,602	0	506,602	506,602	0	0	0	0	0	0	0	0	0	0	0	32	32	1.973936	1.973936	42	173	85.666667	75.632885	5,720.333333	0	0	0	0	0	1	128.5	42	173	32	1	42	1	173	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	248,039	1	1	46	90	46	46	46	0	90	90	90	0	548.300872	8.063248	248,039	0	248,039	248,039	0	0	0	0	0	0	0	0	0	0	0	20	32	4.031624	4.031624	46	90	60.666667	25.403412	645.333333	0	0	0	0	0	1	91	46	90	20	1	46	1	90	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
80	98,430,710	6	6	353	11,595	353	0	58.833333	144.111647	4,344	0	1,932.5	1,977.812908	121.384881	0.121913	8,948,246.364	29,700,000	98,400,000	1	98,400,000	19,700,000	44,000,000	98,400,000	1	14,469	2,893.8	4,763.114391	11,103	33	0	200	200	0.060957	0.060957	0	4,344	919.076923	1,610.112184	2,592,461.244	0	0	0	1	0	1	995.666667	58.833333	1,932.5	200	6	353	6	11,595	274	235	1	32	977	0	977	977	98,400,000	0	98,400,000	98,400,000	DoS Hulk
53	137,245	1	1	47	63	47	47	47	0	63	63	63	0	801.486393	14.57248	137,245	0	137,245	137,245	0	0	0	0	0	0	0	0	0	0	0	20	20	7.28624	7.28624	47	63	52.333333	9.237604	85.333333	0	0	0	0	0	1	78.5	47	63	20	1	47	1	63	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	241	2	2	62	62	31	31	31	0	31	31	31	0	514,522.8216	16,597.51037	80.333333	133.945263	235	3	3	3	0	3	3	3	3	0	3	3	0	64	64	8,298.755187	8,298.755187	31	31	31	0	0	0	0	0	0	0	1	38.75	31	31	64	2	62	2	62	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
80	99,311,696	7	6	330	11,595	330	0	47.142857	124.728276	4,344	0	1,932.5	1,754.831473	120.076491	0.130901	8,275,974.667	28,600,000	99,200,000	3	99,200,000	16,500,000	40,500,000	99,200,000	3	145,434	29,086.8	59,952.32087	136,109	47	0	232	200	0.070485	0.060416	0	4,344	851.785714	1,461.186566	2,135,066.181	0	0	0	1	0	0	917.307692	47.142857	1,932.5	232	7	330	6	11,595	274	235	1	32	992	0	992	992	99,200,000	0	99,200,000	99,200,000	DoS Hulk
53	30,808	2	2	62	94	31	31	31	0	47	47	47	0	5,063.619839	129.836406	10,269.33333	17,781.81094	30,802	3	3	3	0	3	3	3	3	0	3	3	0	64	88	64.918203	64.918203	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
53,182	87,122,889	5	9	11,607	62	7,215	0	2,321.4	3,327.769794	20	0	6.888889	5.301991	133.937248	0.160693	6,701,760.692	21,400,000	77,400,000	1	87,100,000	21,800,000	42,800,000	86,000,000	160	86,000,000	10,700,000	27,100,000	77,400,000	1	0	112	192	0.05739	0.103302	0	7,215	778.333333	2,107.034872	4,439,595.952	0	0	0	1	1	1	833.928571	2,321.4	6.888889	112	5	11,607	9	62	229	256	3	20	32,536	0	32,536	32,536	43,000,000	48,700,000	77,400,000	8,531,291	BENIGN
3,119	3	2	0	37	0	31	6	18.5	17.67767	0	0	0	0	12,300,000	666,666.6667	3	0	3	3	3	3	0	3	3	0	0	0	0	0	1	40	0	666,666.6667	0	6	31	22.666667	14.433757	208.333333	0	1	0	1	0	0	34	18.5	0	40	2	37	0	0	62	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	31,112	2	2	80	256	40	40	40	0	128	128	128	0	10,799.69144	128.567755	10,370.66667	17,922.69916	31,066	0	0	0	0	0	0	46	46	0	46	46	0	64	40	64.283878	64.283878	40	128	75.2	48.199585	2,323.2	0	0	0	0	0	1	94	40	128	64	2	80	2	256	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
80	6,387,864	4	0	24	0	6	6	6	0	0	0	0	0	3.757124	0.626187	2,129,288	3,686,968.081	6,386,632	189	6,387,864	2,129,288	3,686,968.081	6,386,632	189	0	0	0	0	0	0	80	0	0.626187	0	6	6	6	0	0	0	0	0	1	0	0	7.5	6	0	80	4	24	0	0	256	-1	3	20	1,232	0	1,232	1,232	6,386,632	0	6,386,632	6,386,632	DDoS
80	697,940	3	4	26	11,601	20	0	8.666667	10.263203	8,760	0	2,900.25	4,128.319301	16,659.02513	10.029515	116,323.3333	271,467.1398	670,025	49	27,467	13,733.5	18,739.03681	26,984	483	697,879	232,626.3333	379,039.8422	670,025	399	0	72	92	4.298364	5.731152	0	8,760	1,453.375	3,113.952607	9,696,700.839	0	0	1	0	0	1	1,661	8.666667	2,900.25	72	3	26	4	11,601	8,192	229	2	20	0	0	0	0	0	0	0	0	DDoS
80	8,496,207	9	12	335	13,152	293	0	37.222222	95.93719	2,920	0	1,096	905.319231	1,587.414243	2.471691	424,810.35	1,874,852.966	8,389,972	35	106,235	13,279.375	19,543.03328	55,069	197	8,473,614	770,328.5455	2,545,372.527	8,444,884	96	0	192	252	1.059296	1.412395	0	2,920	613.045455	852.117278	726,103.855	0	0	1	0	0	1	642.238095	37.222222	1,096	192	9	335	12	13,152	8,192	123	8	20	0	0	0	0	0	0	0	0	BENIGN
80	43,070	3	5	26	11,601	20	0	8.666667	10.263203	7,300	0	2,320.2	3,022.508098	269,955.8858	185.744138	6,152.857143	13,774.68928	37,120	55	37,403	18,701.5	26,136.78795	37,183	220	43,007	10,751.75	17,902.43619	37,395	198	0	72	112	69.654052	116.090086	0	7,300	1,291.888889	2,460.652985	6,054,813.111	0	0	1	0	0	1	1,453.375	8.666667	2,320.2	72	3	26	5	11,601	8,192	229	2	20	0	0	0	0	0	0	0	0	DDoS
5,004	45	1	1	0	6	0	0	0	0	6	6	6	0	133,333.3333	44,444.44444	45	0	45	45	0	0	0	0	0	0	0	0	0	0	0	40	20	22,222.22222	22,222.22222	0	6	2	3.464102	12	0	0	1	0	0	1	3	0	6	40	1	0	1	6	29,200	0	0	40	0	0	0	0	0	0	0	0	PortScan
443	60,431,532	15	13	905	4,442	601	0	60.333333	159.050606	1,448	0	341.692308	573.223398	88.480299	0.463334	2,238,204.888889	4,220,262.35807	10,029,395	9	60,431,532	4,316,538	5,133,124.988764	10,080,005	126	60,380,719	5,031,726.583333	5,224,939.589987	10,080,078	48	0	488	424	0.248215	0.215119	0	1,448	184.37931	417.633761	174,417.958128	0	0	1	0	0	0	190.964286	60.333333	341.692308	488	15	905	13	4,442	29,200	114	3	32	86,214.833333	87,328.402968	264,473	50,399	9,985,676	72,410.301844	10,029,395	9,848,486	BENIGN
80	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	251	-1	0	32	0	0	0	0	0	0	0	0	DoS Hulk
53	30,125	1	1	47	63	47	47	47	0	63	63	63	0	3,651.452282	66.390041	30,125	0	30,125	30,125	0	0	0	0	0	0	0	0	0	0	0	32	20	33.195021	33.195021	47	63	52.333333	9.237604	85.333333	0	0	0	0	0	1	78.5	47	63	32	1	47	1	63	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
443	5,590,545	8	6	374	3,677	193	0	46.75	72.452447	1,460	0	612.833333	707.453014	724.616294	2.504228	430,041.9231	1,439,022.948	5,215,954	1	5,590,545	798,649.2857	1,949,761.16	5,215,954	1	125,279	25,055.8	32,679.04808	68,791	64	0	172	132	1.430987	1.073241	0	1,460	270.066667	515.199471	265,430.4952	0	0	1	0	0	0	289.357143	46.75	612.833333	172	8	374	6	3,677	8,192	119	7	20	374,590	0	374,590	374,590	5,215,954	0	5,215,954	5,215,954	BENIGN
53	238	2	2	80	112	40	40	40	0	56	56	56	0	806,722.6891	16,806.72269	79.333333	130.484993	230	3	3	3	0	3	3	5	5	0	5	5	0	64	64	8,403.361345	8,403.361345	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	845	1	1	46	190	46	46	46	0	190	190	190	0	279,289.9408	2,366.863905	845	0	845	845	0	0	0	0	0	0	0	0	0	0	0	20	20	1,183.431953	1,183.431953	46	190	94	83.138439	6,912	0	0	0	0	0	1	141	46	190	20	1	46	1	190	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	1,601,392	2	2	99	258	56	43	49.5	9.192388	174	84	129	63.63961	222.93105	2.497827	533,797.3333	798,793.7667	1,455,527	43,229	1,558,163	1,558,163	0	1,558,163	1,558,163	1,498,756	1,498,756	0	1,498,756	1,498,756	0	72	64	1.248913	1.248913	43	174	80	55.149796	3,041.5	0	0	0	0	0	1	100	49.5	129	72	2	99	2	258	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
6,633	4	3	0	18	0	6	6	6	0	0	0	0	0	4,500,000	750,000	2	2.828427	4	0	4	2	2.828427	4	0	0	0	0	0	0	0	60	0	750,000	0	6	6	6	0	0	0	0	0	1	0	0	8	6	0	60	3	18	0	0	389	-1	2	20	0	0	0	0	0	0	0	0	BENIGN
64,439	98	1	1	0	0	0	0	0	0	0	0	0	0	0	20,408.16327	98	0	98	98	0	0	0	0	0	0	0	0	0	0	0	32	32	10,204.08163	10,204.08163	0	0	0	0	0	0	0	0	1	0	1	0	0	0	32	1	0	1	0	122	33,304	0	32	0	0	0	0	0	0	0	0	BENIGN
80	5,327,224	3	1	0	0	0	0	0	0	0	0	0	0	0	0.75086	1,775,741.333	3,074,960.624	5,326,400	79	5,327,224	2,663,612	3,765,750.903	5,326,400	824	0	0	0	0	0	0	104	40	0.563145	0.187715	0	0	0	0	0	0	0	1	0	0	0	0	0	0	104	3	0	1	0	29,200	28,960	0	32	0	0	0	0	0	0	0	0	Web Attack � Brute Force
53	201	2	2	78	204	39	39	39	0	102	102	102	0	1,402,985.075	19,900.49751	67	114.315353	199	1	1	1	0	1	1	1	1	0	1	1	0	64	64	9,950.248756	9,950.248756	39	102	64.2	34.506521	1,190.7	0	0	0	0	0	1	80.25	39	102	64	2	78	2	204	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	29,214	1	1	51	67	51	51	51	0	67	67	67	0	4,039.159307	68.460327	29,214	0	29,214	29,214	0	0	0	0	0	0	0	0	0	0	0	32	20	34.230164	34.230164	51	67	56.333333	9.237604	85.333333	0	0	0	0	0	1	84.5	51	67	32	1	51	1	67	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	48,601	2	2	62	234	31	31	31	0	117	117	117	0	6,090.409662	82.302833	16,200.33333	28,052.87223	48,593	4	4	4	0	4	4	4	4	0	4	4	0	88	64	41.151417	41.151417	31	117	65.4	47.10414	2,218.8	0	0	0	0	0	1	81.75	31	117	88	2	62	2	234	-1	-1	1	44	0	0	0	0	0	0	0	0	BENIGN
80	7,745,977	9	9	4,946	5,091	2,536	0	549.555556	914.560975	1,439	0	565.666667	680.454811	1,295.769404	2.323787	455,645.7059	1,334,565.363	5,329,767	1	7,745,977	968,247.125	1,873,451.87	5,329,767	48	2,331,950	291,493.75	683,545.4282	1,974,253	1	0	192	188	1.161893	1.161893	0	2,536	528.263158	770.6872	593,958.7602	0	0	1	0	0	1	557.611111	549.555556	565.666667	192	9	4,946	9	5,091	8,192	16,060	8	20	0	0	0	0	0	0	0	0	BENIGN
53	51,788,690	2	2	110	209	57	53	55	2.828427	140	69	104.5	50.204581	6.159646	0.077237	17,300,000	29,800,000	51,700,000	52,233	51,700,000	51,700,000	0	51,700,000	51,700,000	51,700,000	51,700,000	0	51,700,000	51,700,000	0	64	64	0.038618	0.038618	53	140	75.2	36.717843	1,348.2	0	0	0	0	0	1	94	55	104.5	64	2	110	2	209	-1	-1	1	32	77,752	0	77,752	77,752	51,700,000	0	51,700,000	51,700,000	BENIGN

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