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	165	2	2	70	102	35	35	35	0	51	51	51	0	1,042,424.242	24,242.42424	55	47.88528	106	11	11	11	0	11	11	48	48	0	48	48	0	40	40	12,121.21212	12,121.21212	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
443	89,113,690	206	340	6,467	375,794	334	0	31.393204	55.128194	1,460	0	1,105.276471	566.591033	4,289.587829	6.127005	163,511.357798	2,614,729.66013	58,980,212	1	89,113,690	434,700.926829	4,256,003.69772	58,980,212	3	88,904,467	262,255.064897	3,315,012.692614	58,996,940	1	0	4,132	6,812	2.311654	3.815351	0	1,460	698.83181	687.238153	472,296.279353	0	0	1	0	0	1	700.111722	31.393204	1,105.276471	4,132	206	6,467	340	375,794	8,192	44	205	20	2,737,498.666667	1,531,345.22319	3,874,470	996,200	26,896,813	27,908,752.120631	58,980,212	8,230,218	BENIGN
35,554	103	1	1	0	0	0	0	0	0	0	0	0	0	0	19,417.47573	103	0	103	103	0	0	0	0	0	0	0	0	0	0	0	32	32	9,708.737864	9,708.737864	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	332	229	0	32	0	0	0	0	0	0	0	0	BENIGN
53	60,918	1	1	53	106	53	53	53	0	106	106	106	0	2,610.06599	32.831019	60,918	0	60,918	60,918	0	0	0	0	0	0	0	0	0	0	0	20	32	16.415509	16.415509	53	106	70.666667	30.599564	936.333333	0	0	0	0	0	1	106	53	106	20	1	53	1	106	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
137	769	6	6	408	372	68	68	68	0	62	62	62	0	1,014,304.291	15,604.6814	69.909091	83.856371	237	3	653	130.6	181.644708	434	4	528	105.6	142.261379	342	3	0	192	192	7,802.340702	7,802.340702	62	68	65.230769	3.113247	9.692308	0	0	0	0	0	1	70.666667	68	62	192	6	408	6	372	-1	-1	5	32	0	0	0	0	0	0	0	0	BENIGN
44,498	64	1	1	0	0	0	0	0	0	0	0	0	0	0	31,250	64	0	64	64	0	0	0	0	0	0	0	0	0	0	0	32	32	15,625	15,625	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	119	340	0	32	0	0	0	0	0	0	0	0	BENIGN
53	216	2	2	72	286	36	36	36	0	143	143	143	0	1,657,407.407	18,518.51852	72	121.24768	212	1	3	3	0	3	3	1	1	0	1	1	0	40	40	9,259.259259	9,259.259259	36	143	78.8	58.606314	3,434.7	0	0	0	0	0	1	98.5	36	143	40	2	72	2	286	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	159	2	2	64	96	32	32	32	0	48	48	48	0	1,006,289.308	25,157.2327	53	51.117512	106	4	4	4	0	4	4	49	49	0	49	49	0	40	40	12,578.61635	12,578.61635	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
80	100,407,898	7	5	388	11,595	382	0	55.428571	144.021824	7,240	0	2,319	3,331.638186	119.343202	0.119513	9,127,990.727	30,200,000	100,000,000	1	100,000,000	16,700,000	41,000,000	100,000,000	1	77,639	19,409.75	31,180.93589	65,422	98	0	220	168	0.069716	0.049797	0	7,240	921.769231	2,243.294755	5,032,371.359	0	0	0	1	0	0	998.583333	55.428571	2,319	220	7	388	5	11,595	251	235	2	20	972	0	972	972	100,000,000	0	100,000,000	100,000,000	DoS Hulk
80	1,459,243	3	5	26	11,607	20	0	8.666667	10.263203	10,135	0	2,321.4	4,413.201989	7,971.941616	5.482295	208,463.2857	551,163.6906	1,458,385	5	581	290.5	340.118362	531	50	1,459,175	364,793.75	729,060.8741	1,458,385	5	0	72	112	2.05586	3.426434	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
45,278	32	1	1	0	0	0	0	0	0	0	0	0	0	0	62,500	32	0	32	32	0	0	0	0	0	0	0	0	0	0	0	32	32	31,250	31,250	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	161	420	0	32	0	0	0	0	0	0	0	0	BENIGN
80	111,013,414	19	15	1,311	2,238	437	0	69	163.7152	746	0	149.2	308.873344	31.96911	0.306269	3,364,042.848	4,713,877.025	10,200,000	45	111,000,000	6,165,399.111	4,891,428.942	10,200,000	976	111,000,000	7,926,903.857	4,243,329.366	11,300,000	20,449	0	616	488	0.17115	0.135119	0	746	101.4	235.308708	55,370.18824	0	0	1	0	0	0	104.382353	69	149.2	616	19	1,311	15	2,238	29,200	357	3	32	123,273.5455	269,092.7968	932,897	36,246	9,872,468.455	1,032,064.154	10,200,000	6,765,136	BENIGN
53	30,402	1	1	54	70	54	54	54	0	70	70	70	0	4,078.679034	65.785146	30,402	0	30,402	30,402	0	0	0	0	0	0	0	0	0	0	0	32	32	32.892573	32.892573	54	70	59.333333	9.237604	85.333333	0	0	0	0	0	1	89	54	70	32	1	54	1	70	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
80	108,126	3	4	442	872	436	0	147.333333	250.010666	860	0	218	428.009346	12,152.48876	64.739286	18,021	23,938.03671	61,122	4	84,446	42,223	26,727.22212	61,122	23,324	84,899	28,299.66667	48,597.88699	84,415	4	0	72	92	27.745408	36.993878	0	860	164.25	319.369804	101,997.0714	0	0	1	0	0	1	187.714286	147.333333	218	72	3	442	4	872	8,192	31	2	20	0	0	0	0	0	0	0	0	BENIGN
80	5,086,583	5	0	30	0	6	6	6	0	0	0	0	0	5.897869	0.982978	1,271,645.75	2,542,516.167	5,085,420	312	5,086,583	1,271,645.75	2,542,516.167	5,085,420	312	0	0	0	0	0	0	100	0	0.982978	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	1,163	0	1,163	1,163	5,085,420	0	5,085,420	5,085,420	DDoS
53	92,140	2	2	60	180	30	30	30	0	90	90	90	0	2,604.73193	43.412199	30,713.33333	53,153.75795	92,090	1	1	1	0	1	1	49	49	0	49	49	0	40	64	21.706099	21.706099	30	90	54	32.863353	1,080	0	0	0	0	0	1	67.5	30	90	40	2	60	2	180	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	5,209,723	2	2	157	291	79	78	78.5	0.707107	161	130	145.5	21.92031	85.993056	0.767795	1,736,574.333	2,947,391.505	5,139,695	460	5,140,155	5,140,155	0	5,140,155	5,140,155	5,209,263	5,209,263	0	5,209,263	5,209,263	0	64	52	0.383898	0.383898	78	161	105.4	38.213872	1,460.3	0	0	0	0	0	1	131.75	78.5	145.5	64	2	157	2	291	-1	-1	1	32	460	0	460	460	5,139,695	0	5,139,695	5,139,695	BENIGN
443	493,994	6	7	753	5,194	419	0	125.5	164.574299	1,995	0	742	857.357763	12,038.60776	26.316109	41,166.16667	56,708.18777	118,463	3	375,528	75,105.6	66,656.55287	132,777	202	376,877	62,812.83333	67,877.18956	133,422	3	0	132	152	12.145897	14.170213	0	1,995	424.785714	677.554787	459,080.489	0	0	1	0	0	1	457.461539	125.5	742	132	6	753	7	5,194	8,192	131	5	20	0	0	0	0	0	0	0	0	BENIGN
80	2	2	0	0	0	0	0	0	0	0	0	0	0	0	1,000,000	2	0	2	2	2	2	0	2	2	0	0	0	0	0	0	64	0	1,000,000	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
58,509	239,846	2	4	37	0	37	0	18.5	26.162951	0	0	0	0	154.265654	25.016052	47,969.2	107,204.257	239,742	1	239,791	239,791	0	239,791	239,791	239,801	79,933.66667	138,445.7078	239,797	1	0	64	80	8.338684	16.677368	0	37	5.285714	13.984686	195.571429	0	0	0	1	0	2	6.166667	18.5	0	64	2	37	4	0	65	0	1	32	0	0	0	0	0	0	0	0	BENIGN
53	182	2	2	60	264	30	30	30	0	132	132	132	0	1,780,219.78022	21,978.021978	60.666667	99.016834	175	3	4	4	0	4	4	3	3	0	3	3	0	40	40	10,989.010989	10,989.010989	30	132	70.8	55.867701	3,121.2	0	0	0	0	0	1	88.5	30	132	40	2	60	2	264	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	2,968	2	0	0	0	0	0	0	0	0	0	0	0	0	673.854447	2,968	0	2,968	2,968	2,968	2,968	0	2,968	2,968	0	0	0	0	0	0	64	0	673.854447	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	64	2	0	0	0	254	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	60,349	1	1	46	139	46	46	46	0	139	139	139	0	3,065.502328	33.140566	60,349	0	60,349	60,349	0	0	0	0	0	0	0	0	0	0	0	20	32	16.570283	16.570283	46	139	77	53.693575	2,883	0	0	0	0	0	1	115.5	46	139	20	1	46	1	139	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
80	12,845,974	21	26	655	47,627	282	0	31.190476	80.612418	2,992	0	1,831.807692	994.037425	3,758.531661	3.658734	279,260.3043	1,511,791.268	9,949,864	0	2,896,110	144,805.5	607,758.4747	2,725,923	3	12,800,000	513,180.04	2,050,825.757	9,999,958	48	0	432	532	1.634753	2.02398	0	2,992	1,005.875	1,162.63645	1,351,723.516	0	0	1	0	0	1	1,027.276596	31.190476	1,831.807692	432	21	655	26	47,627	8,192	62	20	20	0	0	0	0	0	0	0	0	BENIGN
53	180	2	2	82	138	41	41	41	0	69	69	69	0	1,222,222.222	22,222.22222	60	63.221832	128	3	3	3	0	3	3	49	49	0	49	49	0	40	40	11,111.11111	11,111.11111	41	69	52.2	15.336232	235.2	0	0	0	0	0	1	65.25	41	69	40	2	82	2	138	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	231	2	2	130	386	65	65	65	0	193	193	193	0	2,233,766.234	17,316.01732	77	49.36598	134	48	49	49	0	49	49	48	48	0	48	48	0	40	40	8,658.008658	8,658.008658	65	193	116.2	70.108487	4,915.2	0	0	0	0	0	1	145.25	65	193	40	2	130	2	386	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	118,339,153	15	15	1,081	4,695	409	0	72.066667	111.553617	1,430	0	313	506.694611	48.808867	0.253509	4,080,660.448	15,100,000	58,800,000	1	118,000,000	8,452,796.643	21,300,000	58,800,000	4	118,000,000	8,435,339.929	21,400,000	59,000,000	1	0	312	312	0.126754	0.126754	0	1,430	186.322581	375.934869	141,327.0258	0	0	1	0	0	1	192.533333	72.066667	313	312	15	1,081	15	4,695	8,192	180	14	20	321,850.5	110,460.6858	399,958	243,743	58,700,000	47,294.12995	58,800,000	58,700,000	BENIGN
80	1	2	0	0	0	0	0	0	0	0	0	0	0	0	2,000,000	1	0	1	1	1	1	0	1	1	0	0	0	0	0	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	251	-1	0	32	0	0	0	0	0	0	0	0	DoS Hulk
53	205	2	2	90	222	45	45	45	0	111	111	111	0	1,521,951.22	19,512.19512	68.333333	75.870504	152	4	49	49	0	49	49	4	4	0	4	4	0	40	40	9,756.097561	9,756.097561	45	111	71.4	36.149689	1,306.8	0	0	0	0	0	1	89.25	45	111	40	2	90	2	222	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	211,006	5	3	406	672	406	0	81.2	181.56872	672	0	224	387.979381	5,108.859464	37.913614	30,143.714286	40,014.920633	87,243	74	211,006	52,751.5	46,370.343666	96,295	1,261	122,411	61,205.5	73,705.275337	113,323	9,088	0	172	104	23.696009	14.217605	0	672	119.777778	246.804466	60,912.444444	0	0	1	0	0	0	134.75	81.2	224	172	5	406	3	672	65,535	230	1	32	0	0	0	0	0	0	0	0	BENIGN
80	99,031,906	10	5	304	11,595	304	0	30.4	96.133241	8,688	0	2,319	3,633.79705	120.153196	0.151466	7,073,707.571	26,500,000	99,000,000	1	99,000,000	11,000,000	33,000,000	99,000,000	1	22,693	5,673.25	6,330.026455	11,317	186	0	328	168	0.100978	0.050489	0	8,688	743.6875	2,174.856431	4,730,000.496	0	0	0	1	0	0	793.266667	30.4	2,319	328	10	304	5	11,595	251	235	1	32	3,022	0	3,022	3,022	99,000,000	0	99,000,000	99,000,000	DoS Hulk
53	174	2	2	108	140	54	54	54	0	70	70	70	0	1,425,287.356	22,988.50575	58	96.13012	169	2	2	2	0	2	2	3	3	0	3	3	0	64	64	11,494.25287	11,494.25287	54	70	60.4	8.763561	76.8	0	0	0	0	0	1	75.5	54	70	64	2	108	2	140	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
443	116,880,919	27	26	2,629	16,310	517	0	97.37037	171.425056	2,588	0	627.307692	799.569273	162.036714	0.453453	2,247,709.981	4,123,244.143	10,000,000	2	117,000,000	4,495,419.962	4,936,262.428	10,000,000	2	112,000,000	4,464,427	5,037,624.204	10,100,000	48	0	564	664	0.231004	0.222449	0	2,588	350.722222	623.31846	388,525.9025	0	0	1	0	0	0	357.339623	97.37037	627.307692	564	27	2,629	26	16,310	8,192	330	25	20	131,912.3333	377,582.5893	1,330,898	22,657	9,608,164.083	1,373,337.292	10,000,000	5,247,462	BENIGN
14,000	71	2	2	4	12	2	2	2	0	6	6	6	0	225,352.1127	56,338.02817	23.666667	2.886751	27	22	49	49	0	49	49	49	49	0	49	49	0	48	40	28,169.01408	28,169.01408	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
33,941	1	2	0	31	0	31	0	15.5	21.92031	0	0	0	0	31,000,000	2,000,000	1	0	1	1	1	1	0	1	1	0	0	0	0	0	1	64	0	2,000,000	0	0	31	20.666667	17.897858	320.333333	0	1	0	1	0	0	31	15.5	0	64	2	31	0	0	2,239	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
80	116,177,360	19	19	340	7,730	238	0	17.894737	53.318638	1,460	0	406.842105	637.15603	69.462759	0.327086	3,139,928.649	4,552,966.225	10,000,000	4	116,000,000	6,454,297.778	4,890,267.565	10,200,000	211	113,000,000	6,273,085.889	5,098,011.41	10,200,000	4	0	392	392	0.163543	0.163543	0	1,460	206.923077	482.310687	232,623.5992	0	0	1	0	0	1	212.368421	17.894737	406.842105	392	19	340	19	7,730	8,192	512	18	20	259,973.9091	132,758.2373	660,253	219,541	10,000,000	8,024.450104	10,000,000	9,997,800	BENIGN
53	194	2	2	88	472	44	44	44	0	236	236	236	0	2,886,597.938144	20,618.556701	64.666667	106.8098	188	3	3	3	0	3	3	3	3	0	3	3	0	40	40	10,309.278351	10,309.278351	44	236	120.8	105.162731	11,059.2	0	0	0	0	0	1	151	44	236	40	2	88	2	472	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	222,403	2	2	66	94	33	33	33	0	47	47	47	0	719.414756	17.985369	74,134.33333	128,400.9678	222,399	1	1	1	0	1	1	3	3	0	3	3	0	64	64	8.992684	8.992684	33	47	38.6	7.668116	58.8	0	0	0	0	0	1	48.25	33	47	64	2	66	2	94	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	30,974	1	1	44	60	44	44	44	0	60	60	60	0	3,357.654807	64.570285	30,974	0	30,974	30,974	0	0	0	0	0	0	0	0	0	0	0	20	20	32.285142	32.285142	44	60	49.333333	9.237604	85.333333	0	0	0	0	0	1	74	44	60	20	1	44	1	60	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
50,478	22	1	1	6	6	6	6	6	0	6	6	6	0	545,454.545455	90,909.090909	22	0	22	22	0	0	0	0	0	0	0	0	0	0	0	20	20	45,454.545455	45,454.545455	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	60	16,161	0	20	0	0	0	0	0	0	0	0	BENIGN
52,983	4	3	0	0	0	0	0	0	0	0	0	0	0	0	750,000	2	1.414214	3	1	4	2	1.414214	3	1	0	0	0	0	0	0	108	0	750,000	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	108	3	0	0	0	122	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
49,240	5	3	0	43	0	31	6	14.333333	14.433757	0	0	0	0	8,600,000	600,000	2.5	0.707107	3	2	5	2.5	0.707107	3	2	0	0	0	0	0	0	60	0	600,000	0	6	31	12.25	12.5	156.25	0	0	0	1	0	0	16.333333	14.333333	0	60	3	43	0	0	66	-1	2	20	0	0	0	0	0	0	0	0	BENIGN
123	152	2	2	96	96	48	48	48	0	48	48	48	0	1,263,157.894737	26,315.789474	50.666667	82.561088	146	3	3	3	0	3	3	3	3	0	3	3	0	40	40	13,157.894737	13,157.894737	48	48	48	0	0	0	0	0	0	0	1	60	48	48	40	2	96	2	96	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
35,432	145,041	3	1	0	0	0	0	0	0	0	0	0	0	0	27.578409	48,347	61,762.29969	117,941	56	145,041	72,520.5	64,234.28711	117,941	27,100	0	0	0	0	0	0	96	32	20.683807	6.894602	0	0	0	0	0	0	0	0	1	1	0	0	0	0	96	3	0	1	0	63	362	0	32	0	0	0	0	0	0	0	0	BENIGN
21	81	1	2	6	12	6	6	6	0	6	6	6	0	222,222.2222	37,037.03704	40.5	12.020815	49	32	0	0	0	0	0	49	49	0	49	49	0	20	40	12,345.67901	24,691.35802	6	6	6	0	0	0	0	0	1	1	2	8	6	6	20	1	6	2	12	255	229	0	20	0	0	0	0	0	0	0	0	BENIGN
60,754	116	1	3	0	18	0	0	0	0	6	6	6	0	155,172.413793	34,482.758621	38.666667	33.709544	66	1	0	0	0	0	0	50	25	33.941125	49	1	0	32	60	8,620.689655	25,862.068966	0	6	3.6	3.286335	10.8	0	0	0	1	0	3	4.5	0	6	32	1	0	3	18	972	0	0	32	0	0	0	0	0	0	0	0	BENIGN
9,071	157	2	2	4	12	2	2	2	0	6	6	6	0	101,910.828	25,477.70701	52.333333	6.658328	60	48	48	48	0	48	48	49	49	0	49	49	0	48	40	12,738.8535	12,738.8535	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
53	183	2	2	70	102	35	35	35	0	51	51	51	0	939,890.7104	21,857.9235	61	22.516661	87	48	48	48	0	48	48	48	48	0	48	48	0	40	40	10,928.96175	10,928.96175	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
53	30,739	2	2	66	98	33	33	33	0	49	49	49	0	5,335.241875	130.127851	10,246.33333	17,741.97377	30,733	3	3	3	0	3	3	3	3	0	3	3	0	64	64	65.063925	65.063925	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
51,303	6	5	0	0	0	0	0	0	0	0	0	0	0	0	833,333.3333	1.5	1.732051	4	0	6	1.5	1.732051	4	0	0	0	0	0	0	0	160	0	833,333.3333	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	160	5	0	0	0	385	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
443	60,259,401	15	19	6,965	4,778	3,253	0	464.333333	1,067.881659	1,448	0	251.473684	493.784182	194.874158	0.564227	1,826,042.455	3,906,954.4	10,000,000	1	50,300,000	3,596,299.357	4,973,108.502	10,000,000	4	60,200,000	3,346,448.833	4,850,827.996	10,000,000	1	0	488	604	0.248924	0.315303	0	3,253	335.514286	783.087531	613,226.0807	0	0	1	0	0	1	345.382353	464.333333	251.473684	488	15	6,965	19	4,778	29,200	11,345	5	32	55,990	80,431.59291	220,170	22,960	9,987,243.5	54,745.19802	10,000,000	9,888,105	BENIGN
80	1,965	4	0	6	0	6	0	1.5	3	0	0	0	0	3,053.435115	2,035.62341	655	1,128.432098	1,958	2	1,965	655	1,128.432098	1,958	2	0	0	0	0	0	0	116	0	2,035.62341	0	0	6	1.2	2.683282	7.2	0	0	0	1	0	0	1.5	1.5	0	116	4	6	0	0	251	-1	1	20	0	0	0	0	0	0	0	0	DoS Hulk
80	100,997,357	2	2	16	0	8	8	8	0	0	0	0	0	0.15842	0.039605	33,700,000	58,300,000	101,000,000	21	101,000,000	101,000,000	0	101,000,000	101,000,000	101,000,000	101,000,000	0	101,000,000	101,000,000	1	64	64	0.019802	0.019802	0	8	4.8	4.38178	19.2	0	1	0	1	0	1	6	8	0	64	2	16	2	0	229	235	1	32	21	0	21	21	101,000,000	0	101,000,000	101,000,000	DoS slowloris
53	30,985	4	2	132	346	33	33	33	0	173	173	173	0	15,426.81943	193.642085	6,197	13,446.91349	30,246	3	30,253	10,084.33333	17,460.51552	30,246	3	47	47	0	47	47	0	80	40	129.094723	64.547362	33	173	73	68.313005	4,666.666667	0	0	0	0	0	0	85.166667	33	173	80	4	132	2	346	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
80	5	3	0	0	0	0	0	0	0	0	0	0	0	0	600,000	2.5	2.12132	4	1	5	2.5	2.12132	4	1	0	0	0	0	0	0	96	0	600,000	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	96	3	0	0	0	251	-1	0	32	0	0	0	0	0	0	0	0	DoS Hulk
11,111	67	1	1	2	6	2	2	2	0	6	6	6	0	119,402.9851	29,850.74627	67	0	67	67	0	0	0	0	0	0	0	0	0	0	0	24	20	14,925.37313	14,925.37313	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	288	2	2	60	616	30	30	30	0	308	308	308	0	2,347,222.222	13,888.88889	96	156.770533	277	3	8	8	0	8	8	3	3	0	3	3	0	40	40	6,944.444444	6,944.444444	30	308	141.2	152.266871	23,185.2	0	0	0	0	0	1	176.5	30	308	40	2	60	2	616	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	5,350,579	6	4	599	152	517	0	99.833333	205.45113	152	0	38	76	140.358642	1.868957	594,508.7778	1,745,793.971	5,249,676	3	5,350,579	1,070,115.8	2,369,343.826	5,308,487	3	81,250	27,083.33333	30,687.87634	60,535	234	0	132	92	1.121374	0.747583	0	517	68.272727	155.782599	24,268.21818	0	0	1	0	0	0	75.1	99.833333	38	132	6	599	4	152	8,192	30	3	20	100,900	0	100,900	100,900	5,249,676	0	5,249,676	5,249,676	BENIGN
481	44	1	1	0	6	0	0	0	0	6	6	6	0	136,363.6364	45,454.54545	44	0	44	44	0	0	0	0	0	0	0	0	0	0	0	40	20	22,727.27273	22,727.27273	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
4,003	75	1	1	6	6	6	6	6	0	6	6	6	0	160,000	26,666.666667	75	0	75	75	0	0	0	0	0	0	0	0	0	0	0	20	20	13,333.333333	13,333.333333	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	360	255	0	20	0	0	0	0	0	0	0	0	BENIGN
80	4	4	0	6	0	6	0	1.5	3	0	0	0	0	1,500,000	1,000,000	1.333333	0.57735	2	1	4	1.333333	0.57735	2	1	0	0	0	0	0	0	116	0	1,000,000	0	0	6	1.2	2.683282	7.2	0	0	0	1	0	0	1.5	1.5	0	116	4	6	0	0	251	-1	1	20	0	0	0	0	0	0	0	0	DoS Hulk
1,083	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
59,240	59	1	1	6	6	6	6	6	0	6	6	6	0	203,389.830508	33,898.305085	59	0	59	59	0	0	0	0	0	0	0	0	0	0	0	20	20	16,949.152542	16,949.152542	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	1,061	252	0	20	0	0	0	0	0	0	0	0	BENIGN
80	5,977,553	3	1	12	0	6	0	4	3.464102	0	0	0	0	2.00751	0.66917	1,992,517.666667	3,359,609.501302	5,871,378	98	5,977,553	2,988,776.5	4,076,614.136217	5,871,378	106,175	0	0	0	0	0	0	72	28	0.501878	0.167293	0	6	2.4	3.286335	10.8	0	0	1	0	0	0	3	4	0	72	3	12	1	0	8,192	4,380	2	20	0	0	0	0	0	0	0	0	BENIGN
53	202	2	2	70	166	35	35	35	0	83	83	83	0	1,168,316.832	19,801.9802	67.333333	33.486316	106	48	48	48	0	48	48	48	48	0	48	48	0	64	64	9,900.990099	9,900.990099	35	83	54.2	26.290683	691.2	0	0	0	0	0	1	67.75	35	83	64	2	70	2	166	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	49,086	4	2	176	208	44	44	44	0	104	104	104	0	7,823.004523	122.234446	9,817.2	14,970.342	33,869	3	33,876	11,292	19,552.25555	33,869	3	4	4	0	4	4	0	80	40	81.48963	40.744815	44	104	61.142857	29.277002	857.142857	0	0	0	0	0	0	71.333333	44	104	80	4	176	2	208	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
50,920	126	1	1	0	0	0	0	0	0	0	0	0	0	0	15,873.01587	126	0	126	126	0	0	0	0	0	0	0	0	0	0	0	20	20	7,936.507937	7,936.507937	0	0	0	0	0	0	0	0	1	1	1	0	0	0	20	1	0	1	0	60	255	0	20	0	0	0	0	0	0	0	0	BENIGN
53	30,587	1	1	51	179	51	51	51	0	179	179	179	0	7,519.534443	65.387256	30,587	0	30,587	30,587	0	0	0	0	0	0	0	0	0	0	0	20	20	32.693628	32.693628	51	179	93.666667	73.900834	5,461.333333	0	0	0	0	0	1	140.5	51	179	20	1	51	1	179	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
80	98,684,034	7	6	351	11,595	345	0	50.142857	130.039005	5,792	0	1,932.5	2,362.781391	121.053017	0.131734	8,223,669.5	28,500,000	98,700,000	1	98,700,000	16,400,000	40,300,000	98,700,000	1	9,774	1,954.8	3,942.300179	9,007	190	0	220	200	0.070933	0.0608	0	5,792	853.285714	1,759.517566	3,095,902.066	0	0	0	1	0	0	918.923077	50.142857	1,932.5	220	7	351	6	11,595	251	235	2	20	1,999	0	1,999	1,999	98,700,000	0	98,700,000	98,700,000	DoS Hulk
53	26,456	2	2	68	484	34	34	34	0	242	242	242	0	20,864.83217	151.194436	8,818.666667	15,268.31655	26,449	3	3	3	0	3	3	4	4	0	4	4	0	40	64	75.597218	75.597218	34	242	117.2	113.926292	12,979.2	0	0	0	0	0	1	146.5	34	242	40	2	68	2	484	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	48,163	1	1	99	181	99	99	99	0	181	181	181	0	5,813.591346	41.525652	48,163	0	48,163	48,163	0	0	0	0	0	0	0	0	0	0	0	32	32	20.762826	20.762826	99	181	126.333333	47.342722	2,241.333333	0	0	0	0	0	1	189.5	99	181	32	1	99	1	181	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
80	89,859,674	6,969	9,269	43,112	20,000,000	314	0	6.186253	14.926745	4,380	0	2,157.601575	829.363106	223,035.7635	180.703972	5,534.253495	522,668.2137	66,300,000	-1	23,500,000	3,378.294489	73,368.86984	3,984,819	1	89,800,000	9,693.275032	691,919.4642	66,300,000	0	0	152,076	185,392	77.554254	103.149718	0	4,380	1,234.184433	1,235.602752	1,526,714.161	0	0	1	0	0	1	1,234.260438	6.186253	2,157.601575	152,076	6,969	43,112	9,269	19,998,809	8,192	0	6,337	20	23,500,000	0	23,500,000	23,500,000	66,300,000	0	66,300,000	66,300,000	BENIGN
80	138,466	3	7	305	11,595	305	0	101.666667	176.091832	4,344	0	1,656.428571	1,757.579003	85,941.67521	72.219895	15,385.11111	41,373.27087	125,123	1	12,987	6,493.5	9,177.538913	12,983	4	138,463	23,077.16667	50,262.58264	125,123	1	0	104	232	21.665969	50.553927	0	4,344	1,081.818182	1,579.879161	2,496,018.164	0	0	1	0	0	2	1,190	101.666667	1,656.428571	104	3	305	7	11,595	29,200	235	1	32	0	0	0	0	0	0	0	0	DoS Hulk
80	98,792,816	6	6	366	11,595	366	0	61	149.418874	8,688	0	1,932.5	3,384.303045	121.071557	0.121466	8,981,165.091	29,800,000	98,800,000	1	98,800,000	19,800,000	44,200,000	98,800,000	1	12,599	2,519.8	4,306.880797	10,047	48	0	200	200	0.060733	0.060733	0	8,688	920.076923	2,394.503931	5,733,649.077	0	0	0	1	0	1	996.75	61	1,932.5	200	6	366	6	11,595	274	235	1	32	2	0	2	2	98,800,000	0	98,800,000	98,800,000	DoS Hulk
50,071	615	3	0	43	0	31	6	14.333333	14.433757	0	0	0	0	69,918.69919	4,878.04878	307.5	366.988419	567	48	615	307.5	366.988419	567	48	0	0	0	0	0	0	60	0	4,878.04878	0	6	31	12.25	12.5	156.25	0	0	0	1	0	0	16.333333	14.333333	0	60	3	43	0	0	119	-1	2	20	0	0	0	0	0	0	0	0	BENIGN
80	99,291	3	6	26	11,607	20	0	8.666667	10.263203	5,840	0	1,934.5	2,538.919278	117,160.6691	90.642656	12,411.375	34,726.16671	98,353	2	799	399.5	412.243253	691	108	99,183	19,836.6	43,893.20271	98,353	2	0	72	132	30.214219	60.428438	0	5,840	1,163.3	2,138.329153	4,572,451.567	0	0	1	0	0	2	1,292.555556	8.666667	1,934.5	72	3	26	6	11,607	8,192	229	2	20	0	0	0	0	0	0	0	0	DDoS
123	22,267	1	1	48	48	48	48	48	0	48	48	48	0	4,311.312705	89.819015	22,267	0	22,267	22,267	0	0	0	0	0	0	0	0	0	0	0	20	20	44.909507	44.909507	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
53	920,863	2	2	64	136	32	32	32	0	68	68	68	0	217.187573	4.343751	306,954.333333	531,656.170812	920,858	1	1	1	0	1	1	4	4	0	4	4	0	40	40	2.171876	2.171876	32	68	46.4	19.718012	388.8	0	0	0	0	0	1	58	32	68	40	2	64	2	136	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
54,831	4,918,694	1	5	6	30	6	6	6	0	6	6	6	0	7.319016	1.219836	983,738.8	2,177,912.057	4,879,671	3	0	0	0	0	0	4,899,867	1,224,966.75	2,436,485.531	4,879,671	3	0	20	100	0.203306	1.01653	6	6	6	0	0	0	0	0	1	1	5	7	6	6	20	1	6	5	30	229	0	0	20	0	0	0	0	0	0	0	0	BENIGN
80	4,125,884	4	0	24	0	6	6	6	0	0	0	0	0	5.816935	0.969489	1,375,294.667	2,381,228.985	4,124,901	4	4,125,884	1,375,294.667	2,381,228.985	4,124,901	4	0	0	0	0	0	0	80	0	0.969489	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	0	0	0	0	0	0	0	0	DDoS
443	5,481,860	7	4	635	168	517	0	90.714286	190.707205	168	0	42	84	146.483128	2.006618	548,186	1,680,923.825684	5,331,615	3	5,481,860	913,643.333333	2,201,874.238944	5,408,052	3	113,908	37,969.333333	38,276.106285	76,778	249	0	232	136	1.276939	0.729679	0	517	66.916667	150.848785	22,755.356061	0	0	1	0	0	0	73	90.714286	42	232	7	635	4	168	29,200	340	3	32	150,242	0	150,242	150,242	5,331,615	0	5,331,615	5,331,615	BENIGN
22,246	1	2	0	617	0	617	0	308.5	436.284884	0	0	0	0	617,000,000	2,000,000	1	0	1	1	1	1	0	1	1	0	0	0	0	0	1	64	0	2,000,000	0	0	617	411.333333	356.225116	126,896.3333	0	1	0	1	0	0	617	308.5	0	64	2	617	0	0	229	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	178,069	2	2	62	94	31	31	31	0	47	47	47	0	876.064896	22.463202	59,356.33333	102,802.1229	178,062	3	4	4	0	4	4	3	3	0	3	3	0	80	64	11.231601	11.231601	31	47	37.4	8.763561	76.8	0	0	0	0	0	1	46.75	31	47	80	2	62	2	94	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
1,142	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	0	0	0	1	0	0	0	0	0	40	2	0	0	0	123	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	24,436	2	2	60	468	30	30	30	0	234	234	234	0	21,607.4644	163.692912	8,145.333333	14,102.93503	24,430	3	3	3	0	3	3	3	3	0	3	3	0	64	64	81.846456	81.846456	30	234	111.6	111.735402	12,484.8	0	0	0	0	0	1	139.5	30	234	64	2	60	2	468	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
50,661	2,073,317	1	5	6	30	6	6	6	0	6	6	6	0	17.363481	2.893913	414,663.4	912,484.8675	2,046,921	1	0	0	0	0	0	2,057,955	514,488.75	1,021,634.723	2,046,921	1	0	20	100	0.482319	2.411595	6	6	6	0	0	0	0	0	1	1	5	7	6	6	20	1	6	5	30	229	0	0	20	0	0	0	0	0	0	0	0	BENIGN
53	31,139	2	2	88	344	44	44	44	0	172	172	172	0	13,873.27788	128.456277	10,379.66667	17,973.77997	31,134	1	4	4	0	4	4	1	1	0	1	1	0	64	80	64.228138	64.228138	44	172	95.2	70.108487	4,915.2	0	0	0	0	0	1	119	44	172	64	2	88	2	344	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
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
53	217	2	2	70	102	35	35	35	0	51	51	51	0	792,626.7281	18,433.17972	72.333333	83.212579	165	4	4	4	0	4	4	48	48	0	48	48	0	64	64	9,216.589862	9,216.589862	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
443	69,992,421	19	29	14,355	5,473	4,676	0	755.526316	1,692.737801	1,430	0	188.724138	410.239642	283.287815	0.685789	1,489,200.446809	6,216,279.939567	29,894,545	1	69,992,421	3,888,467.833333	9,760,312.993026	29,971,575	157	40,060,957	1,430,748.464286	5,880,608.535611	29,907,138	1	0	392	592	0.271458	0.414331	0	4,676	404.653061	1,119.373086	1,252,996.106293	0	0	1	0	0	1	413.083333	755.526316	188.724138	392	19	14,355	29	5,473	8,192	610	18	20	146,003.333333	27,474.023046	177,713	129,315	23,184,803.666667	11,600,537.623858	29,894,545	9,789,664	BENIGN
80	83,994,389	6	7	386	11,595	368	0	64.333333	148.794713	5,792	0	1,656.428571	2,277.23252	142.64048	0.154772	6,999,532.417	24,200,000	83,800,000	0	83,900,000	16,800,000	37,500,000	83,800,000	0	84,000,000	14,000,000	34,200,000	83,900,000	73	0	164	232	0.071433	0.083339	0	5,792	856.214286	1,758.345909	3,091,780.335	1	0	0	0	0	1	922.076923	64.333333	1,656.428571	164	6	386	7	11,595	0	235	3	20	14,000	0	14,000	14,000	83,800,000	0	83,800,000	83,800,000	DoS Hulk
53	60,099	2	2	86	118	43	43	43	0	59	59	59	0	3,394.399241	66.556848	20,033	34,694.70974	60,095	1	1	1	0	1	1	3	3	0	3	3	0	40	64	33.278424	33.278424	43	59	49.4	8.763561	76.8	0	0	0	0	0	1	61.75	43	59	40	2	86	2	118	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	64,435,212	46	30	17,800	19,180	1,419	0	386.956522	567.361259	1,613	0	639.333333	487.601048	573.909806	1.179479	859,136.16	2,709,873.811521	10,201,596	1	64,435,212	1,431,893.6	3,409,706.08036	10,240,033	282	64,383,778	2,220,130.275862	4,059,346.118637	10,252,480	76	0	1,480	968	0.713895	0.465584	0	1,613	480.25974	547.368932	299,612.747437	0	0	1	0	0	0	486.578947	386.956522	639.333333	1,480	46	17,800	30	19,180	29,200	251	17	32	772,087.333333	1,766,894.684307	4,378,746	50,581	9,966,975.833333	550,547.310835	10,201,596	8,843,221	BENIGN
80	10,025,734	5	0	30	0	6	6	6	0	0	0	0	0	2.9923	0.498717	2,506,433.5	5,011,527.089	10,000,000	1	10,000,000	2,506,433.5	5,011,527.089	10,000,000	1	0	0	0	0	0	0	100	0	0.498717	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	2,010	0	2,010	2,010	10,000,000	0	10,000,000	10,000,000	DDoS
53	51,614	2	2	92	258	46	46	46	0	129	129	129	0	6,781.105901	77.498353	17,204.66667	29,795.0267	51,609	1	1	1	0	1	1	4	4	0	4	4	0	80	64	38.749177	38.749177	46	129	79.2	45.460972	2,066.7	0	0	0	0	0	1	99	46	129	80	2	92	2	258	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	287	2	2	82	464	41	41	41	0	232	232	232	0	1,902,439.024	13,937.28223	95.666667	159.638133	280	3	3	3	0	3	3	4	4	0	4	4	0	64	64	6,968.641115	6,968.641115	41	232	117.4	104.615009	10,944.3	0	0	0	0	0	1	146.75	41	232	64	2	82	2	464	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
443	6,080,206	6	4	611	168	517	0	101.833333	204.305082	156	0	42	76.052613	128.120659	1.644681	675,578.4444	1,639,199.135	4,954,395	1	6,080,206	1,216,041.2	2,173,214.863	5,023,153	45	100,203	33,401	34,617.8041	69,120	1	0	132	92	0.986809	0.657872	0	517	70.818182	154.972138	24,016.36364	0	0	1	0	0	0	77.9	101.833333	42	132	6	611	4	168	8,192	119	5	20	0	0	0	0	0	0	0	0	BENIGN
80	10,015	2	1	12	0	6	6	6	0	0	0	0	0	1,198.202696	299.550674	5,007.5	7,003.892668	9,960	55	10,015	10,015	0	10,015	10,015	0	0	0	0	0	0	40	32	199.700449	99.850225	0	6	4.5	3	9	1	0	0	0	0	0	6	6	0	40	2	12	1	0	0	235	1	20	0	0	0	0	0	0	0	0	DoS Hulk
88	373	2	2	356	358	178	178	178	0	179	179	179	0	1,914,209.115282	10,723.86059	124.333333	209.29007	366	3	3	3	0	3	3	4	4	0	4	4	0	64	64	5,361.930295	5,361.930295	178	179	178.4	0.547723	0.3	0	0	0	0	0	1	223	178	179	64	2	356	2	358	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
123	16,347	1	1	48	48	48	48	48	0	48	48	48	0	5,872.637181	122.346608	16,347	0	16,347	16,347	0	0	0	0	0	0	0	0	0	0	0	32	20	61.173304	61.173304	48	48	48	0	0	0	0	0	0	0	1	72	48	48	32	1	48	1	48	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN

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