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
53	211	2	2	148	404	74	74	74	0	202	202	202	0	2,616,113.744	18,957.34597	70.333333	116.624754	205	3	3	3	0	3	3	3	3	0	3	3	0	64	64	9,478.672986	9,478.672986	74	202	125.2	70.108487	4,915.2	0	0	0	0	0	1	156.5	74	202	64	2	148	2	404	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	214	2	2	68	422	34	34	34	0	211	211	211	0	2,289,719.626	18,691.58879	71.333333	118.356805	208	3	3	3	0	3	3	3	3	0	3	3	0	40	40	9,345.794393	9,345.794393	34	211	104.8	96.946893	9,398.7	0	0	0	0	0	1	131	34	211	40	2	68	2	422	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	70,167	2	2	94	274	47	47	47	0	137	137	137	0	5,244.630667	57.006855	23,389	40,466.7753	70,116	3	48	48	0	48	48	3	3	0	3	3	0	40	40	28.503428	28.503428	47	137	83	49.29503	2,430	0	0	0	0	0	1	103.75	47	137	40	2	94	2	274	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	5,441,861	8	5	599	2,719	342	0	74.875	129.028721	1,400	0	543.8	713.191559	609.717889	2.388889	453,488.4167	1,519,959.529	5,279,622	40	5,441,861	777,408.7143	1,985,536.946	5,279,622	40	77,391	19,347.75	22,236.13969	40,444	48	0	172	108	1.470085	0.918803	0	1,400	237	471.347006	222,168	0	0	1	0	0	0	255.230769	74.875	543.8	172	8	599	5	2,719	8,192	11,256	3	20	162,199	0	162,199	162,199	5,279,622	0	5,279,622	5,279,622	BENIGN
80	245	2	0	0	0	0	0	0	0	0	0	0	0	0	8,163.265306	245	0	245	245	245	245	0	245	245	0	0	0	0	0	0	64	0	8,163.265306	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	64	2	0	0	0	65,535	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
80	5,237,183	4	4	1,084	354	1,084	0	271	542	354	0	88.5	177	274.575091	1.527539	748,169	1,876,164.345955	5,001,049	20	236,134	78,711.333333	68,111.930103	118,290	63	5,119,460	1,706,486.666667	2,853,798.655787	5,001,069	355	0	136	136	0.763769	0.763769	0	1,084	159.777778	365.822969	133,826.444444	0	0	1	0	0	1	179.75	271	88.5	136	4	1,084	4	354	29,200	244	1	32	0	0	0	0	0	0	0	0	BENIGN
53	31,125	2	2	70	358	35	35	35	0	179	179	179	0	13,751.004016	128.514056	10,375	17,964.830976	31,119	3	3	3	0	3	3	3	3	0	3	3	0	64	64	64.257028	64.257028	35	179	92.6	78.872048	6,220.8	0	0	0	0	0	1	115.75	35	179	64	2	70	2	358	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
60,696	12,729	3	2	336	12	258	0	112	132.317799	6	6	6	0	27,339.14683	392.803834	3,182.25	6,294.538181	12,624	4	12,729	6,364.5	8,995.105363	12,725	4	50	50	0	50	50	1	96	40	235.6823	157.121534	0	258	101	124.962394	15,615.6	0	1	0	1	0	0	121.2	112	6	96	3	336	2	12	31,088	0	1	32	0	0	0	0	0	0	0	0	BENIGN
80	12,434	2	2	12	0	6	6	6	0	0	0	0	0	965.095705	321.698568	4,144.666667	4,468.578782	8,899	31	3,535	3,535	0	3,535	3,535	12,403	12,403	0	12,403	12,403	0	40	64	160.849284	160.849284	0	6	3.6	3.286335	10.8	1	0	0	0	0	1	4.5	6	0	40	2	12	2	0	0	235	1	20	0	0	0	0	0	0	0	0	DoS Hulk
53	48,459	2	2	64	452	32	32	32	0	226	226	226	0	10,648.17681	82.544006	16,153	27,972.62054	48,453	3	3	3	0	3	3	3	3	0	3	3	0	40	40	41.272003	41.272003	32	226	109.6	106.258176	11,290.8	0	0	0	0	0	1	137	32	226	40	2	64	2	452	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	84,916,165	8	5	313	11,595	313	0	39.125	110.662211	8,688	0	2,319	3,774.237539	140.232428	0.153092	7,076,347.083	24,500,000	84,800,000	1	84,800,000	12,100,000	32,000,000	84,800,000	1	147,464	36,866	66,421.92292	136,202	85	0	264	168	0.094211	0.058882	0	8,688	850.571429	2,383.237059	5,679,818.879	0	0	0	1	0	0	916	39.125	2,319	264	8	313	5	11,595	274	235	1	32	1,046	0	1,046	1,046	84,800,000	0	84,800,000	84,800,000	DoS Hulk
80	249,957	3	4	26	11,601	20	0	8.666667	10.263203	10,135	0	2,900.25	4,871.82583	46,516.00075	28.004817	41,659.5	97,577.01019	240,714	68	8,980	4,490	6,149.000569	8,838	142	249,845	83,281.66667	136,410.432	240,714	195	0	72	92	12.002064	16.002752	0	10,135	1,453.375	3,544.652026	12,600,000	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
53,246	48	1	1	6	6	6	6	6	0	6	6	6	0	250,000	41,666.66667	48	0	48	48	0	0	0	0	0	0	0	0	0	0	0	20	20	20,833.33333	20,833.33333	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
80	34,653	3	6	26	11,601	20	0	8.666667	10.263203	5,840	0	1,933.5	2,189.772933	335,526.5056	259.717773	4,331.625	11,580.52302	32,983	4	33,030	16,515	23,350.08013	33,026	4	34,610	6,922	14,693.03813	33,199	14	0	72	132	86.572591	173.145182	0	5,840	1,162.7	1,911.59573	3,654,198.233	0	0	1	0	0	2	1,291.888889	8.666667	1,933.5	72	3	26	6	11,601	8,192	229	2	20	0	0	0	0	0	0	0	0	DDoS
53	163,603	2	2	70	154	35	35	35	0	77	77	77	0	1,369.168047	24.449429	54,534.33333	94,452.77199	163,599	1	1	1	0	1	1	3	3	0	3	3	0	64	64	12.224715	12.224715	35	77	51.8	23.004347	529.2	0	0	0	0	0	1	64.75	35	77	64	2	70	2	154	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	7,300	2	2	70	176	35	35	35	0	88	88	88	0	33,698.63014	547.945206	2,433.333333	4,170.545088	7,249	4	47	47	0	47	47	4	4	0	4	4	0	80	80	273.972603	273.972603	35	88	56.2	29.029296	842.7	0	0	0	0	0	1	70.25	35	88	80	2	70	2	176	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
443	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
53	49,462	2	2	76	180	38	38	38	0	90	90	90	0	5,175.690429	80.870163	16,487.33333	28,394.22887	49,274	4	184	184	0	184	184	4	4	0	4	4	0	64	64	40.435081	40.435081	38	90	58.8	28.481573	811.2	0	0	0	0	0	1	73.5	38	90	64	2	76	2	180	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	63,041	1	1	65	124	65	65	65	0	124	124	124	0	2,998.048889	31.725385	63,041	0	63,041	63,041	0	0	0	0	0	0	0	0	0	0	0	32	32	15.862693	15.862693	65	124	84.666667	34.063666	1,160.333333	0	0	0	0	0	1	127	65	124	32	1	65	1	124	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	8,048,515	2	2	97	225	53	44	48.5	6.363961	128	97	112.5	21.92031	40.00738	0.496986	2,682,838.333	4,604,717.729	7,999,837	480	8,048,035	8,048,035	0	8,048,035	8,048,035	8,000,317	8,000,317	0	8,000,317	8,000,317	0	72	72	0.248493	0.248493	44	128	73.2	37.692174	1,420.7	0	0	0	0	0	1	91.5	48.5	112.5	72	2	97	2	225	-1	-1	1	32	48,198	0	48,198	48,198	7,999,837	0	7,999,837	7,999,837	BENIGN
53,092	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	349	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	38,020	2	2	82	246	41	41	41	0	123	123	123	0	8,627.038401	105.207785	12,673.333333	21,947.393156	38,016	1	1	1	0	1	1	3	3	0	3	3	0	64	64	52.603893	52.603893	41	123	73.8	44.91325	2,017.2	0	0	0	0	0	1	92.25	41	123	64	2	82	2	246	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	187	2	2	62	208	31	31	31	0	104	104	104	0	1,443,850.267	21,390.37433	62.333333	67.002488	135	3	3	3	0	3	3	49	49	0	49	49	0	64	64	10,695.18717	10,695.18717	31	104	60.2	39.983747	1,598.7	0	0	0	0	0	1	75.25	31	104	64	2	62	2	208	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
56,714	238	2	0	0	0	0	0	0	0	0	0	0	0	0	8,403.361345	238	0	238	238	238	238	0	238	238	0	0	0	0	0	0	40	0	8,403.361345	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	40	2	0	0	0	5,114	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	249	2	2	138	394	69	69	69	0	197	197	197	0	2,136,546.185	16,064.25703	83	104.014422	200	1	1	1	0	1	1	48	48	0	48	48	0	40	40	8,032.128514	8,032.128514	69	197	120.2	70.108487	4,915.2	0	0	0	0	0	1	150.25	69	197	40	2	138	2	394	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	1,856	2	0	12	0	6	6	6	0	0	0	0	0	6,465.517241	1,077.586207	1,856	0	1,856	1,856	1,856	1,856	0	1,856	1,856	0	0	0	0	0	0	40	0	1,077.586207	0	6	6	6	0	0	0	0	0	1	0	0	9	6	0	40	2	12	0	0	16,448	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
2,161	133	2	2	4	12	2	2	2	0	6	6	6	0	120,300.7519	30,075.18797	44.333333	8.082904	49	35	49	49	0	49	49	49	49	0	49	49	0	48	40	15,037.59398	15,037.59398	2	6	3.6	2.19089	4.8	0	0	1	0	0	1	4.5	2	6	48	2	4	2	12	1,024	0	1	24	0	0	0	0	0	0	0	0	BENIGN
443	2,093,167	17	9	1,720	6,996	453	0	101.176471	165.303976	2,796	0	777.333333	959.590017	4,164.025135	12.421369	83,726.68	123,310.3669	269,098	1	2,093,167	130,822.9375	133,524.3385	269,651	1	1,822,343	227,792.875	210,512.1457	533,220	241	0	556	296	8.121664	4.299705	0	2,796	322.814815	638.577267	407,780.9259	0	0	1	0	0	0	335.230769	101.176471	777.333333	556	17	1,720	9	6,996	65,535	63	8	32	0	0	0	0	0	0	0	0	BENIGN
80	166,291	3	5	26	11,607	20	0	8.666667	10.263203	10,135	0	2,321.4	4,413.201989	69,955.6801	48.108436	23,755.85714	62,421.15474	165,313	5	699	349.5	406.586399	637	62	166,246	41,561.5	82,501.5761	165,313	5	0	72	112	18.040664	30.067773	0	10,135	1,292.555556	3,350.634907	11,200,000	0	0	1	0	0	1	1,454.125	8.666667	2,321.4	72	3	26	5	11,607	8,192	229	2	20	0	0	0	0	0	0	0	0	DDoS
80	86,013,314	9	5	350	11,595	344	0	38.888889	114.433872	8,688	0	2,319	3,774.237539	138.873849	0.162765	6,616,408.769	23,800,000	85,900,000	1	85,900,000	10,700,000	30,400,000	85,900,000	1	149,692	37,423	65,620.31458	135,360	81	0	284	168	0.104635	0.058131	0	8,688	796.333333	2,306.426601	5,319,603.667	0	0	0	1	0	0	853.214286	38.888889	2,319	284	9	350	5	11,595	251	235	2	20	2,003	0	2,003	2,003	85,900,000	0	85,900,000	85,900,000	DoS Hulk
443	232,967	10	7	562	4,969	196	0	56.2	76.269697	1,722	0	709.857143	792.940609	23,741.55996	72.971708	14,560.4375	20,864.15666	72,846	1	232,967	25,885.22222	23,105.18581	72,846	3	122,378	20,396.33333	30,047.19507	70,321	1	0	212	152	42.924534	30.047174	0	1,722	307.277778	578.242449	334,364.3301	0	0	1	0	0	0	325.352941	56.2	709.857143	212	10	562	7	4,969	8,192	30	5	20	0	0	0	0	0	0	0	0	BENIGN
53	48,895	2	2	84	190	42	42	42	0	95	95	95	0	5,603.844974	81.807956	16,298.333333	28,146.402973	48,799	48	48	48	0	48	48	48	48	0	48	48	0	40	40	40.903978	40.903978	42	95	63.2	29.029296	842.7	0	0	0	0	0	1	79	42	95	40	2	84	2	190	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
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	0	40	0	666,666.6667	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	40	2	0	0	0	0	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
443	956,957	25	34	2,641	17,723	912	0	105.64	260.545562	1,448	0	521.264706	652.782172	21,279.95302	61.653763	16,499.25862	43,080.93618	201,112	1	956,957	39,873.20833	63,775.50462	201,112	1	838,142	25,398.24242	70,562.82106	352,081	1	0	808	1,096	26.124476	35.529287	0	1,448	339.4	556.885321	310,121.261	0	0	1	0	0	1	345.152542	105.64	521.264706	808	25	2,641	34	17,723	29,200	6,990	6	32	0	0	0	0	0	0	0	0	BENIGN
80	60	2	0	12	0	6	6	6	0	0	0	0	0	200,000	33,333.33333	60	0	60	60	60	60	0	60	60	0	0	0	0	0	0	40	0	33,333.33333	0	6	6	6	0	0	0	0	0	1	0	0	9	6	0	40	2	12	0	0	251	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
54,040	9,145	2	1	0	0	0	0	0	0	0	0	0	0	0	328.048114	4,572.5	6,414.165612	9,108	37	9,145	9,145	0	9,145	9,145	0	0	0	0	0	0	64	32	218.698743	109.349371	0	0	0	0	0	0	0	0	1	0	0	0	0	0	64	2	0	1	0	122	65,535	0	32	0	0	0	0	0	0	0	0	BENIGN
53	64,447,082	2	2	95	279	52	43	47.5	6.363961	183	96	139.5	61.51829	5.803211	0.062066	21,500,000	36,300,000	63,400,000	432	63,400,000	63,400,000	0	63,400,000	63,400,000	64,400,000	64,400,000	0	64,400,000	64,400,000	0	64	64	0.031033	0.031033	43	183	85.2	58.452545	3,416.7	0	0	0	0	0	1	106.5	47.5	139.5	64	2	95	2	279	-1	-1	1	32	432	0	432	432	63,400,000	0	63,400,000	63,400,000	BENIGN
53	179	2	2	92	284	46	46	46	0	142	142	142	0	2,100,558.659	22,346.36872	59.666667	63.3114	128	3	3	3	0	3	3	48	48	0	48	48	0	64	64	11,173.18436	11,173.18436	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
443	116,476,515	23	19	1,085	3,669	389	0	47.173913	108.252085	1,460	0	193.105263	455.81769	40.815095	0.360588	2,840,890.609756	4,535,160.080638	10,211,570	2	116,476,515	5,294,387.045455	5,084,761.133552	10,240,009	2	112,806,749	6,267,041.611111	5,086,236.316964	10,240,116	2	0	480	392	0.197465	0.163123	0	1,460	110.55814	317.421029	100,756.109635	0	0	1	0	0	0	113.190476	47.173913	193.105263	480	23	1,085	19	3,669	29,200	5,120	22	20	74,107.090909	151,303.740056	530,305	28,439	10,181,068.818182	70,003.787526	10,211,570	10,004,582	BENIGN
443	91,564	2	0	12	0	6	6	6	0	0	0	0	0	131.055874	21.842646	91,564	0	91,564	91,564	91,564	91,564	0	91,564	91,564	0	0	0	0	0	0	40	0	21.842646	0	6	6	6	0	0	0	0	0	1	0	0	9	6	0	40	2	12	0	0	16,417	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	211,946	4	2	164	306	41	41	41	0	153	153	153	0	2,217.545979	28.309098	42,389.2	66,007.22596	150,461	4	61,481	20,493.66667	35,451.04541	61,429	4	4	4	0	4	4	0	104	40	18.872732	9.436366	41	153	73	54.650404	2,986.666667	0	0	0	0	0	0	85.166667	41	153	104	4	164	2	306	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
55,689	4	3	0	76	0	45	0	25.333333	23.028967	0	0	0	0	19,000,000	750,000	2	1.414214	3	1	4	2	1.414214	3	1	0	0	0	0	0	1	96	0	750,000	0	0	45	30.25	21.219095	450.25	0	1	0	1	0	0	40.333333	25.333333	0	96	3	76	0	0	128	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	84,643	1	1	51	67	51	51	51	0	67	67	67	0	1,394.090474	23.628652	84,643	0	84,643	84,643	0	0	0	0	0	0	0	0	0	0	0	20	20	11.814326	11.814326	51	67	56.333333	9.237604	85.333333	0	0	0	0	0	1	84.5	51	67	20	1	51	1	67	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
80	84,267,117	8	4	56	11,601	20	0	7	5.656854	5,840	0	2,900.25	3,345.636997	138.333913	0.142404	7,660,647	22,400,000	74,600,000	1	84,300,000	12,000,000	27,800,000	74,600,000	1	15,161	5,053.666667	4,854.028876	9,898	190	0	172	92	0.094936	0.047468	0	5,840	897.153846	2,174.910107	4,730,233.974	0	0	0	1	0	0	971.916667	7	2,900.25	172	8	56	4	11,601	256	229	6	20	1,004	0	1,004	1,004	42,100,000	45,900,000	74,600,000	9,639,740	DDoS
880	3	2	0	4	0	2	2	2	0	0	0	0	0	1,333,333.333	666,666.6667	3	0	3	3	3	3	0	3	3	0	0	0	0	0	0	48	0	666,666.6667	0	2	2	2	0	0	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	0	0	BENIGN
3,268	98,713,716	22	13	2,986	6,356	1,305	0	135.727273	379.293351	2,910	0	488.923077	897.607789	94.637305	0.354561	2,903,344.588	16,900,000	98,700,000	3	98,700,000	4,700,649.524	21,500,000	98,700,000	3	98,700,000	8,226,137.917	28,500,000	98,700,000	3	0	728	408	0.222867	0.131694	0	2,910	259.5	627.4246	393,661.6286	0	0	1	0	0	0	266.914286	135.727273	488.923077	728	22	2,986	13	6,356	65,535	0	10	32	19,469	0	19,469	19,469	98,700,000	0	98,700,000	98,700,000	BENIGN
49,028	256	3	0	31	0	31	0	10.333333	17.897858	0	0	0	0	121,093.75	11,718.75	128	111.722871	207	49	256	128	111.722871	207	49	0	0	0	0	0	0	96	0	11,718.75	0	0	31	7.75	15.5	240.25	0	0	0	1	0	0	10.333333	10.333333	0	96	3	31	0	0	972	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	59,631	2	2	60	124	30	30	30	0	62	62	62	0	3,085.643373	67.079204	19,877	34,383.81397	59,580	3	3	3	0	3	3	48	48	0	48	48	0	64	64	33.539602	33.539602	30	62	42.8	17.527122	307.2	0	0	0	0	0	1	53.5	30	62	64	2	60	2	124	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	211	2	2	92	284	46	46	46	0	142	142	142	0	1,781,990.521	18,957.34597	70.333333	80.847593	160	3	3	3	0	3	3	48	48	0	48	48	0	40	40	9,478.672986	9,478.672986	46	142	84.4	52.581366	2,764.8	0	0	0	0	0	1	105.5	46	142	40	2	92	2	284	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
50,941	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	1,026	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	46,833	1	1	39	166	39	39	39	0	166	166	166	0	4,377.255354	42.70493	46,833	0	46,833	46,833	0	0	0	0	0	0	0	0	0	0	0	20	32	21.352465	21.352465	39	166	81.333333	73.323484	5,376.333333	0	0	0	0	0	1	122	39	166	20	1	39	1	166	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
80	5,583,868	5	0	30	0	6	6	6	0	0	0	0	0	5.37262	0.895437	1,395,967	2,788,598.515	5,578,864	4	5,583,868	1,395,967	2,788,598.515	5,578,864	4	0	0	0	0	0	0	100	0	0.895437	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	5,004	0	5,004	5,004	5,578,864	0	5,578,864	5,578,864	DDoS
123	80,822	1	1	48	48	48	48	48	0	48	48	48	0	1,187.795402	24.745738	80,822	0	80,822	80,822	0	0	0	0	0	0	0	0	0	0	0	20	32	12.372869	12.372869	48	48	48	0	0	0	0	0	0	0	1	72	48	48	20	1	48	1	48	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
52,320	171	1	1	0	0	0	0	0	0	0	0	0	0	0	11,695.90643	171	0	171	171	0	0	0	0	0	0	0	0	0	0	0	32	32	5,847.953216	5,847.953216	0	0	0	0	0	0	0	0	1	0	1	0	0	0	32	1	0	1	0	972	33,304	0	32	0	0	0	0	0	0	0	0	BENIGN
443	3,473	3	1	18	0	6	6	6	0	0	0	0	0	5,182.839044	1,151.74201	1,157.666667	1,954.221669	3,414	3	3,473	1,736.5	2,451.53921	3,470	3	0	0	0	0	0	0	60	32	863.806507	287.935502	0	6	4.8	2.683282	7.2	1	0	0	0	0	0	6	6	0	60	3	18	1	0	0	290	2	20	0	0	0	0	0	0	0	0	BENIGN
10,010	36	1	1	2	6	2	2	2	0	6	6	6	0	222,222.2222	55,555.55556	36	0	36	36	0	0	0	0	0	0	0	0	0	0	0	24	20	27,777.77778	27,777.77778	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
58,329	51	1	1	0	0	0	0	0	0	0	0	0	0	0	39,215.686275	51	0	51	51	0	0	0	0	0	0	0	0	0	0	0	32	32	19,607.843137	19,607.843137	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	350	246	0	32	0	0	0	0	0	0	0	0	BENIGN
443	72	2	0	12	0	6	6	6	0	0	0	0	0	166,666.6667	27,777.77778	72	0	72	72	72	72	0	72	72	0	0	0	0	0	0	40	0	27,777.77778	0	6	6	6	0	0	0	0	0	1	0	0	9	6	0	40	2	12	0	0	258	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	195	2	2	94	350	47	47	47	0	175	175	175	0	2,276,923.077	20,512.82051	65	72.02083	144	3	3	3	0	3	3	48	48	0	48	48	0	64	64	10,256.41026	10,256.41026	47	175	98.2	70.108487	4,915.2	0	0	0	0	0	1	122.75	47	175	64	2	94	2	350	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
137	157	2	2	100	112	50	50	50	0	56	56	56	0	1,350,318.471	25,477.70701	52.333333	84.583292	150	3	3	3	0	3	3	4	4	0	4	4	0	64	64	12,738.8535	12,738.8535	50	56	52.4	3.286335	10.8	0	0	0	0	0	1	65.5	50	56	64	2	100	2	112	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
80	93,084,374	8	5	56	11,601	20	0	7	5.656854	7,300	0	2,320.2	3,022.508098	125.230471	0.139658	7,757,031.167	26,500,000	91,900,000	2	92,800,000	13,300,000	34,700,000	91,900,000	2	347,941	86,985.25	162,448.7071	330,383	198	0	172	112	0.085944	0.053715	0	7,300	833.071429	2,033.250541	4,134,107.764	0	0	0	1	0	0	897.153846	7	2,320.2	172	8	56	5	11,601	256	229	6	20	789,005	0	789,005	789,005	91,900,000	0	91,900,000	91,900,000	DDoS
443	118,926,503	15	13	587	4,308	201	0	39.133333	64.544411	1,418	0	331.384615	540.130469	41.159875	0.23544	4,404,685.296	15,600,000	58,900,000	4	119,000,000	8,494,750.214	21,300,000	58,900,000	114	119,000,000	9,907,473.833	22,800,000	59,000,000	4	0	500	424	0.126128	0.109311	0	1,418	168.793103	386.539074	149,412.4557	0	0	1	0	0	0	174.821429	39.133333	331.384615	500	15	587	13	4,308	29,200	349	6	32	799,698.5	1,078,618.563	1,562,397	37,000	58,600,000	424,896.9293	58,900,000	58,300,000	BENIGN
53,087	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	4,171	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	213,014	1	1	36	68	36	36	36	0	68	68	68	0	488.230821	9.389054	213,014	0	213,014	213,014	0	0	0	0	0	0	0	0	0	0	0	20	20	4.694527	4.694527	36	68	46.666667	18.475209	341.333333	0	0	0	0	0	1	70	36	68	20	1	36	1	68	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	196	2	2	90	212	45	45	45	0	106	106	106	0	1,540,816.327	20,408.16327	65.333333	72.569507	145	3	48	48	0	48	48	3	3	0	3	3	0	64	64	10,204.08163	10,204.08163	45	106	69.4	33.411076	1,116.3	0	0	0	0	0	1	86.75	45	106	64	2	90	2	212	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
80	215,827	1	1	0	0	0	0	0	0	0	0	0	0	0	9.266681	215,827	0	215,827	215,827	0	0	0	0	0	0	0	0	0	0	0	32	32	4.633341	4.633341	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	274	122	0	32	0	0	0	0	0	0	0	0	BENIGN
443	115,957,513	20	18	1,155	4,743	715	0	57.75	162.083434	1,460	0	263.5	521.451622	50.863457	0.327706	3,133,986.838	4,622,520.031	10,000,000	48	116,000,000	6,103,027	4,877,113.559	10,000,000	48	110,000,000	6,482,986.882	4,928,426.124	10,000,000	49	0	412	504	0.172477	0.155229	0	1,460	151.230769	382.036542	145,951.919	0	0	1	0	0	0	155.210526	57.75	263.5	412	20	1,155	18	4,743	8,192	62	19	20	19,697.75	15,846.06017	70,015	15,007	9,643,424.333	1,231,962.484	10,000,000	5,731,440	BENIGN
80	681,223	3	5	26	11,601	20	0	8.666667	10.263203	5,840	0	2,320.2	2,436.833027	17,067.83241	11.743585	97,317.57143	241,669.1154	644,596	57	36,025	18,012.5	23,866.97519	34,889	1,136	681,166	170,291.5	316,652.4985	644,596	150	0	72	112	4.403844	7.33974	0	5,840	1,291.888889	2,110.95076	4,456,113.111	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
80	93,167,599	14	13	439	1,963	430	0	31.357143	114.738235	1,460	0	151	417.15265	25.781495	0.2898	3,583,369.192	4,777,945.314	10,000,000	20	93,200,000	7,166,738.385	4,501,676.849	10,000,000	37,127	91,200,000	7,603,025.917	4,413,709.009	10,000,000	48	0	292	380	0.150267	0.139533	0	1,460	85.785714	295.864128	87,535.58201	0	0	1	0	0	0	88.962963	31.357143	151	292	14	439	13	1,963	8,192	946	10	20	135,913.3333	291,986.0821	914,452	36,749	10,000,000	3,320.127487	10,000,000	9,997,097	BENIGN
443	116,020,711	24	25	5,621	5,340	1,685	0	234.208333	563.462431	1,448	0	213.6	475.404039	94.474512	0.422338	2,417,098.146	4,257,564.87	10,000,000	3	116,000,000	5,044,378.739	5,010,332.896	10,000,000	49	111,000,000	4,612,124.583	5,103,576.479	10,100,000	3	0	776	808	0.20686	0.215479	0	1,685	219.22	510.716235	260,831.0731	0	0	1	0	0	1	223.693878	234.208333	213.6	776	24	5,621	25	5,340	29,200	9,948	6	32	41,945.66667	61,347.74261	236,671	22,854	9,626,442.833	1,360,570.34	10,000,000	5,306,147	BENIGN
53	231	2	2	64	120	32	32	32	0	60	60	60	0	796,536.7965	17,316.01732	77	93.920179	182	1	1	1	0	1	1	48	48	0	48	48	0	64	64	8,658.008658	8,658.008658	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	186	2	2	92	348	46	46	46	0	174	174	174	0	2,365,591.398	21,505.37634	62	101.326206	179	3	3	3	0	3	3	4	4	0	4	4	0	40	40	10,752.68817	10,752.68817	46	174	97.2	70.108487	4,915.2	0	0	0	0	0	1	121.5	46	174	40	2	92	2	348	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	24,141,370	5	0	30	0	6	6	6	0	0	0	0	0	1.24268	0.207113	6,035,342.5	12,100,000	24,100,000	1	24,100,000	6,035,342.5	12,100,000	24,100,000	1	0	0	0	0	0	0	100	0	0.207113	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	2,979	0	2,979	2,979	24,100,000	0	24,100,000	24,100,000	DDoS
80	9,574,768	5	0	30	0	6	6	6	0	0	0	0	0	3.133235	0.522206	2,393,692	4,786,046.023	9,572,761	3	9,574,768	2,393,692	4,786,046.023	9,572,761	3	0	0	0	0	0	0	100	0	0.522206	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	2,007	0	2,007	2,007	9,572,761	0	9,572,761	9,572,761	DDoS
843	166	2	2	4	12	2	2	2	0	6	6	6	0	96,385.54217	24,096.38554	55.333333	13.576941	71	47	48	48	0	48	48	47	47	0	47	47	0	48	40	12,048.19277	12,048.19277	2	6	3.6	2.19089	4.8	0	0	1	0	0	1	4.5	2	6	48	2	4	2	12	1,024	0	1	24	0	0	0	0	0	0	0	0	BENIGN
80	6,001,868	5	0	30	0	6	6	6	0	0	0	0	0	4.998444	0.833074	1,500,467	3,000,252.705	6,000,846	1	6,001,868	1,500,467	3,000,252.705	6,000,846	1	0	0	0	0	0	0	100	0	0.833074	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	1,022	0	1,022	1,022	6,000,846	0	6,000,846	6,000,846	DDoS
53	141	2	2	102	134	51	51	51	0	67	67	67	0	1,673,758.865248	28,368.794326	47	74.478185	133	4	4	4	0	4	4	4	4	0	4	4	0	64	64	14,184.397163	14,184.397163	51	67	57.4	8.763561	76.8	0	0	0	0	0	1	71.75	51	67	64	2	102	2	134	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	234	2	2	60	450	30	30	30	0	225	225	225	0	2,179,487.179	17,094.01709	78	92.956979	182	3	3	3	0	3	3	49	49	0	49	49	0	64	64	8,547.008547	8,547.008547	30	225	108	106.805899	11,407.5	0	0	0	0	0	1	135	30	225	64	2	60	2	450	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
443	4,881,029	5	1	123	46	46	0	24.6	23.276598	46	46	46	0	34.623847	1.229249	976,205.8	2,118,599.079	4,765,931	188	4,881,029	1,220,257.25	2,364,056.769	4,765,931	188	0	0	0	0	0	1	100	20	1.024374	0.204875	0	46	30.714286	21.684974	470.238095	0	1	0	1	0	0	35.833333	24.6	46	100	5	123	1	46	258	360	2	20	0	0	0	0	0	0	0	0	BENIGN
53	181	2	2	84	192	42	42	42	0	96	96	96	0	1,524,861.878	22,099.44751	60.333333	98.439491	174	3	4	4	0	4	4	3	3	0	3	3	0	40	40	11,049.72376	11,049.72376	42	96	63.6	29.577018	874.8	0	0	0	0	0	1	79.5	42	96	40	2	84	2	192	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
12,265	50	1	1	0	6	0	0	0	0	6	6	6	0	120,000	40,000	50	0	50	50	0	0	0	0	0	0	0	0	0	0	0	40	20	20,000	20,000	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	158	2	2	98	130	49	49	49	0	65	65	65	0	1,443,037.975	25,316.4557	52.666667	86.02519	152	3	3	3	0	3	3	3	3	0	3	3	0	64	64	12,658.22785	12,658.22785	49	65	55.4	8.763561	76.8	0	0	0	0	0	1	69.25	49	65	64	2	98	2	130	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	24,740	2	2	66	276	33	33	33	0	138	138	138	0	13,823.767179	161.681487	8,246.666667	14,277.583491	24,733	3	4	4	0	4	4	3	3	0	3	3	0	40	40	80.840744	80.840744	33	138	75	57.510869	3,307.5	0	0	0	0	0	1	93.75	33	138	40	2	66	2	276	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	117,041,515	25	25	1,659	12,166	471	0	66.36	149.62032	1,770	0	486.64	663.575535	118.120481	0.427199	2,388,602.347	4,269,347.591	10,200,000	1	117,000,000	4,875,652.542	5,057,717.229	10,200,000	245	117,000,000	4,875,799.25	5,065,574.156	10,200,000	12	0	808	808	0.213599	0.213599	0	1,770	271.078431	517.458089	267,762.8737	0	0	1	0	0	1	276.5	66.36	486.64	808	25	1,659	25	12,166	29,200	130	5	32	444,033.7273	996,511.1745	3,100,311	21,961	10,200,000	74,916.18709	10,200,000	9,968,005	BENIGN
50,417	1	2	0	14	0	14	0	7	9.899495	0	0	0	0	14,000,000	2,000,000	1	0	1	1	1	1	0	1	1	0	0	0	0	0	1	40	0	2,000,000	0	0	14	9.333333	8.082904	65.333333	0	1	0	1	0	0	14	7	0	40	2	14	0	0	229	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	61,078	4	2	168	310	42	42	42	0	155	155	155	0	7,826.058483	98.235044	12,215.6	16,723.28373	30,716	3	30,359	10,119.66667	17,522.58067	30,353	3	3	3	0	3	3	0	80	40	65.490029	32.745015	42	155	74.285714	55.138354	3,040.238095	0	0	0	0	0	0	86.666667	42	155	80	4	168	2	310	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
80	84,607,079	6	7	338	11,595	320	0	56.333333	129.203199	4,344	0	1,656.428571	1,760.597234	141.040208	0.153651	7,050,589.917	24,400,000	84,400,000	2	84,500,000	16,900,000	37,800,000	84,400,000	2	84,600,000	14,100,000	34,500,000	84,500,000	15	0	164	232	0.070916	0.082735	0	4,344	852.785714	1,460.390895	2,132,741.566	1	0	0	0	0	1	918.384615	56.333333	1,656.428571	164	6	338	7	11,595	0	235	3	20	11,002	0	11,002	11,002	84,400,000	0	84,400,000	84,400,000	DoS Hulk
80	7,161,826	5	0	30	0	6	6	6	0	0	0	0	0	4.188876	0.698146	1,790,456.5	3,578,909.094	7,158,820	3	7,161,826	1,790,456.5	3,578,909.094	7,158,820	3	0	0	0	0	0	0	100	0	0.698146	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	3,006	0	3,006	3,006	7,158,820	0	7,158,820	7,158,820	DDoS
443	6,028,129	7	4	635	157	517	0	90.714286	190.707205	157	0	39.25	78.5	131.38405	1.824778	602,812.9	1,859,655.909594	5,895,077	3	6,028,129	1,004,688.166667	2,429,963.146206	5,964,731	3	102,145	34,048.333333	34,766.847317	70,045	658	0	232	136	1.161223	0.663556	0	517	66	150.210761	22,563.272727	0	0	1	0	0	0	72	90.714286	39.25	232	7	635	4	157	29,200	118	3	32	133,049	0	133,049	133,049	5,895,077	0	5,895,077	5,895,077	BENIGN
53	252	2	2	56	568	28	28	28	0	284	284	284	0	2,476,190.476	15,873.01587	84	139.430987	245	3	4	4	0	4	4	3	3	0	3	3	0	40	40	7,936.507937	7,936.507937	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	30,767	2	2	78	202	39	39	39	0	101	101	101	0	9,100.659798	130.009426	10,255.666667	17,758.13958	30,761	3	3	3	0	3	3	3	3	0	3	3	0	80	40	65.004713	65.004713	39	101	63.8	33.958799	1,153.2	0	0	0	0	0	1	79.75	39	101	80	2	78	2	202	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	211	2	2	72	174	36	36	36	0	87	87	87	0	1,165,876.777	18,957.34597	70.333333	39.551654	116	47	48	48	0	48	48	47	47	0	47	47	0	64	64	9,478.672986	9,478.672986	36	87	56.4	27.93385	780.3	0	0	0	0	0	1	70.5	36	87	64	2	72	2	174	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
443	248,950	6	5	212	4,096	212	0	35.333333	86.548638	1,448	0	819.2	754.646407	17,304.67965	44.185579	24,895	40,671.86876	94,611	6	248,950	49,790	46,813.3973	94,657	226	91,613	22,903.25	45,407.98163	91,015	48	0	200	168	24.101225	20.084354	0	1,448	359	612.875488	375,616.3636	0	0	1	0	0	0	391.636364	35.333333	819.2	200	6	212	5	4,096	29,200	122	1	32	0	0	0	0	0	0	0	0	BENIGN
53	205	2	2	76	140	38	38	38	0	70	70	70	0	1,053,658.537	19,512.19512	68.333333	113.160653	199	3	3	3	0	3	3	3	3	0	3	3	0	40	40	9,756.097561	9,756.097561	38	70	50.8	17.527122	307.2	0	0	0	0	0	1	63.5	38	70	40	2	76	2	140	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	9	1	1	0	0	0	0	0	0	0	0	0	0	0	222,222.2222	9	0	9	9	0	0	0	0	0	0	0	0	0	0	0	20	20	111,111.1111	111,111.1111	0	0	0	0	0	0	0	0	1	0	1	0	0	0	20	1	0	1	0	16,560	360	0	20	0	0	0	0	0	0	0	0	BENIGN
443	2,001,665	2	0	74	0	37	37	37	0	0	0	0	0	36.969223	0.999168	2,001,665	0	2,001,665	2,001,665	2,001,665	2,001,665	0	2,001,665	2,001,665	0	0	0	0	0	1	64	0	0.999168	0	37	37	37	0	0	0	1	0	1	1	0	55.5	37	0	64	2	74	0	0	33,304	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
1,110	47	1	1	2	6	2	2	2	0	6	6	6	0	170,212.766	42,553.19149	47	0	47	47	0	0	0	0	0	0	0	0	0	0	0	24	20	21,276.59574	21,276.59574	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
80	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	251	-1	0	32	0	0	0	0	0	0	0	0	DoS Hulk
61,726	75	1	1	0	0	0	0	0	0	0	0	0	0	0	26,666.666667	75	0	75	75	0	0	0	0	0	0	0	0	0	0	0	32	32	13,333.333333	13,333.333333	0	0	0	0	0	0	0	0	1	0	1	0	0	0	32	1	0	1	0	972	33,304	0	32	0	0	0	0	0	0	0	0	BENIGN
53	30,981	4	2	128	96	32	32	32	0	48	48	48	0	7,230.237888	193.667086	6,196.2	13,570.08286	30,468	3	30,474	10,158	17,588.97595	30,468	3	3	3	0	3	3	0	120	80	129.111391	64.555695	32	48	36.571429	7.807201	60.952381	0	0	0	0	0	0	42.666667	32	48	120	4	128	2	96	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN

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