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	151	2	2	46	46	23	23	23	0	23	23	23	0	609,271.523179	26,490.066225	50.333333	86.315313	150	0	1	1	0	1	1	0	0	0	0	0	0	64	64	13,245.033113	13,245.033113	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	30,564	1	1	58	186	58	58	58	0	186	186	186	0	7,983.248266	65.436461	30,564	0	30,564	30,564	0	0	0	0	0	0	0	0	0	0	0	40	32	32.718231	32.718231	58	186	100.666667	73.900834	5,461.333333	0	0	0	0	0	1	151	58	186	40	1	58	1	186	-1	-1	0	40	0	0	0	0	0	0	0	0	BENIGN
11,559	3	2	0	31	0	31	0	15.5	21.92031	0	0	0	0	10,300,000	666,666.6667	3	0	3	3	3	3	0	3	3	0	0	0	0	0	1	40	0	666,666.6667	0	0	31	20.666667	17.897858	320.333333	0	1	0	1	0	0	31	15.5	0	40	2	31	0	0	110	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
59,268	511	2	0	12	0	6	6	6	0	0	0	0	0	23,483.36595	3,913.894325	511	0	511	511	511	511	0	511	511	0	0	0	0	0	0	40	0	3,913.894325	0	6	6	6	0	0	0	0	0	1	0	0	9	6	0	40	2	12	0	0	913	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
4,045	39	1	1	0	6	0	0	0	0	6	6	6	0	153,846.1538	51,282.05128	39	0	39	39	0	0	0	0	0	0	0	0	0	0	0	40	20	25,641.02564	25,641.02564	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
123	66,021,169	2	2	96	96	48	48	48	0	48	48	48	0	2.908158	0.060587	22,000,000	38,100,000	66,000,000	21,099	66,000,000	66,000,000	0	66,000,000	66,000,000	66,000,000	66,000,000	0	66,000,000	66,000,000	0	64	64	0.030293	0.030293	48	48	48	0	0	0	0	0	0	0	1	60	48	48	64	2	96	2	96	-1	-1	1	32	27,412	0	27,412	27,412	66,000,000	0	66,000,000	66,000,000	BENIGN
80	99,083,749	5	7	341	11,595	329	0	68.2	145.822495	5,792	0	1,656.428571	2,120.732252	120.46375	0.12111	9,007,613.545	29,800,000	98,900,000	5	98,900,000	24,700,000	49,500,000	98,900,000	5	99,100,000	16,500,000	40,400,000	98,900,000	46	0	144	232	0.050462	0.070647	0	5,792	918.615385	1,715.846853	2,944,130.423	1	0	0	0	0	1	995.166667	68.2	1,656.428571	144	5	341	7	11,595	0	235	2	20	11,973	0	11,973	11,973	98,900,000	0	98,900,000	98,900,000	DoS Hulk
80	9,994	2	1	12	0	6	6	6	0	0	0	0	0	1,200.720432	300.180108	4,997	7,025.812978	9,965	29	9,994	9,994	0	9,994	9,994	0	0	0	0	0	0	40	32	200.120072	100.060036	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
53	62,525	4	2	120	286	30	30	30	0	143	143	143	0	6,493.402639	95.961615	12,505	17,100.355859	31,412	1	31,110	10,370	17,919.812415	31,062	1	3	3	0	3	3	0	104	40	63.97441	31.987205	30	143	62.285714	55.138354	3,040.238095	0	0	0	0	0	0	72.666667	30	143	104	4	120	2	286	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
80	55,063	2	5	0	557	0	0	0	0	557	0	111.4	249.097973	10,115.685669	127.127109	9,177.166667	15,232.003183	36,211	1	36,241	36,241	0	36,241	36,241	18,852	4,713	9,420.666749	18,844	1	0	64	196	36.322031	90.805078	0	557	69.625	196.929239	38,781.125	0	0	0	1	1	2	79.571429	0	111.4	64	2	0	5	557	32,832	515	0	32	0	0	0	0	0	0	0	0	BENIGN
53	60,555	1	1	58	143	58	58	58	0	143	143	143	0	3,319.296507	33.027826	60,555	0	60,555	60,555	0	0	0	0	0	0	0	0	0	0	0	32	20	16.513913	16.513913	58	143	86.333333	49.074773	2,408.333333	0	0	0	0	0	1	129.5	58	143	32	1	58	1	143	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	1,252,203	4	4	196	450	53	45	49	4.618802	119	106	112.5	7.505553	515.890794	6.38874	178,886.142857	442,214.767736	1,181,013	1	1,218,479	406,159.666667	703,405.174188	1,218,382	48	1,214,788	404,929.333333	701,354.714707	1,214,784	1	0	80	80	3.19437	3.19437	45	119	76.777778	34.339401	1,179.194444	0	0	0	0	0	1	86.375	49	112.5	80	4	196	4	450	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
80	2,110	5	0	0	0	0	0	0	0	0	0	0	0	0	2,369.668246	527.5	451.953169	1,183	212	2,110	527.5	451.953169	1,183	212	0	0	0	0	0	0	160	0	2,369.668246	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
443	117,063,457	12	12	604	4,642	188	0	50.333333	64.678693	1,430	0	386.833333	602.783066	44.813302	0.205017	5,089,715.522	16,800,000	58,400,000	4	117,000,000	10,600,000	23,600,000	58,500,000	316	117,000,000	10,600,000	23,600,000	58,400,000	4	0	252	252	0.102509	0.102509	0	1,430	209.84	445.725035	198,670.8067	0	0	1	0	0	1	218.583333	50.333333	386.833333	252	12	604	12	4,642	8,192	351	11	20	151,693.5	90,467.94869	215,664	87,723	58,300,000	96,957.06762	58,400,000	58,300,000	BENIGN
51,375	10,242	3	1	43	6	31	6	14.333333	14.433757	6	6	6	0	4,784.221832	390.548721	3,414	5,894.173055	10,220	4	10,224	5,112	7,223.802877	10,220	4	0	0	0	0	0	0	60	20	292.911541	97.63718	6	31	11	11.18034	125	0	0	0	1	0	0	13.75	14.333333	6	60	3	43	1	6	1,013	0	2	20	0	0	0	0	0	0	0	0	BENIGN
53	174	2	2	84	162	42	42	42	0	81	81	81	0	1,413,793.103	22,988.50575	58	59.632206	122	4	4	4	0	4	4	48	48	0	48	48	0	40	40	11,494.25287	11,494.25287	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
22	1,558,510	35	42	2,622	7,038	408	0	74.914286	105.280961	976	0	167.571429	317.156355	6,198.227794	49.406164	20,506.71053	115,015.5392	965,722	0	1,558,510	45,838.52941	187,538.1823	1,009,389	3	592,697	14,456.02439	45,625.67153	212,855	1	0	724	864	22.457347	26.948817	0	976	123.846154	246.545277	60,784.57343	0	0	1	0	0	1	125.454546	74.914286	167.571429	724	35	2,622	42	7,038	8,192	245	33	20	0	0	0	0	0	0	0	0	BENIGN
80	50	2	0	12	0	6	6	6	0	0	0	0	0	240,000	40,000	50	0	50	50	50	50	0	50	50	0	0	0	0	0	0	40	0	40,000	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
53	30,808	2	2	76	274	38	38	38	0	137	137	137	0	11,360.68554	129.836406	10,269.33333	17,781.81094	30,802	3	3	3	0	3	3	3	3	0	3	3	0	40	40	64.918203	64.918203	38	137	77.6	54.224533	2,940.3	0	0	0	0	0	1	97	38	137	40	2	76	2	274	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	119,782,398	18	16	864	3,547	432	0	48	139.70052	1,774	0	221.6875	551.54809	36.82511	0.283848	3,629,769.636364	4,856,620.663648	10,025,105	7	119,759,495	7,044,676.176471	4,680,344.364161	10,048,047	181	119,759,318	7,983,954.533333	4,131,329.181912	10,048,253	174	0	584	520	0.150272	0.133576	0	1,774	126.028571	389.824281	151,962.969748	0	0	1	0	0	0	129.735294	48	221.6875	584	18	864	16	3,547	29,200	972	2	32	25,940.666667	9,293.289087	55,410	22,911	9,954,017.25	226,001.71864	10,025,105	9,237,050	BENIGN
6,668	46	1	1	0	6	0	0	0	0	6	6	6	0	130,434.7826	43,478.26087	46	0	46	46	0	0	0	0	0	0	0	0	0	0	0	40	20	21,739.13043	21,739.13043	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	202,205	9	6	378	5,854	185	0	42	75.460254	1,510	0	975.666667	756.12953	30,820.20722	74.182142	14,443.21429	27,882.5942	73,066	5	202,205	25,275.625	34,504.56056	75,674	16	76,397	15,279.4	32,398.34485	73,202	48	0	296	200	44.509285	29.672857	0	1,510	389.5	643.131817	413,618.5333	0	0	1	0	0	0	415.466667	42	975.666667	296	9	378	6	5,854	29,200	122	3	32	0	0	0	0	0	0	0	0	BENIGN
53	264	2	2	102	134	51	51	51	0	67	67	67	0	893,939.3939	15,151.51515	88	70.14984	169	47	48	48	0	48	48	47	47	0	47	47	0	64	64	7,575.757576	7,575.757576	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
80	73,903,473	8	6	56	11,607	20	0	7	5.656854	4,380	0	1,934.5	2,177.344966	157.813964	0.189436	5,684,882.538	18,800,000	68,200,000	3	73,700,000	10,500,000	25,500,000	68,200,000	4	171,922	34,384.4	76,337.88156	170,940	3	0	172	132	0.108249	0.081187	0	4,380	777.933333	1,627.46176	2,648,631.781	0	0	0	1	0	0	833.5	7	1,934.5	172	8	56	6	11,607	256	229	6	20	2,633	0	2,633	2,633	36,900,000	44,300,000	68,200,000	5,567,236	DDoS
53	113,231	1	1	78	130	78	78	78	0	130	130	130	0	1,836.952778	17.663007	113,231	0	113,231	113,231	0	0	0	0	0	0	0	0	0	0	0	32	32	8.831504	8.831504	78	130	95.333333	30.022214	901.333333	0	0	0	0	0	1	143	78	130	32	1	78	1	130	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
41,850	53	2	0	0	0	0	0	0	0	0	0	0	0	0	37,735.84906	53	0	53	53	53	53	0	53	53	0	0	0	0	0	0	64	0	37,735.84906	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	64	2	0	0	0	227	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	162	2	2	88	120	44	44	44	0	60	60	60	0	1,283,950.617	24,691.35802	54	53.842363	111	4	4	4	0	4	4	47	47	0	47	47	0	40	40	12,345.67901	12,345.67901	44	60	50.4	8.763561	76.8	0	0	0	0	0	1	63	44	60	40	2	88	2	120	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	165	2	2	78	110	39	39	39	0	55	55	55	0	1,139,393.939	24,242.42424	55	56.426944	115	3	3	3	0	3	3	47	47	0	47	47	0	40	40	12,121.21212	12,121.21212	39	55	45.4	8.763561	76.8	0	0	0	0	0	1	56.75	39	55	40	2	78	2	110	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	4,726	3	1	0	0	0	0	0	0	0	0	0	0	0	846.381718	1,575.333333	2,075.40486	3,928	4	4,726	2,363	3,336.129794	4,722	4	0	0	0	0	0	0	60	32	634.786289	211.59543	0	0	0	0	0	1	0	0	0	0	0	0	0	0	60	3	0	1	0	0	290	0	20	0	0	0	0	0	0	0	0	BENIGN
8,080	14	1	1	6	6	6	6	6	0	6	6	6	0	857,142.8571	142,857.1429	14	0	14	14	0	0	0	0	0	0	0	0	0	0	0	20	20	71,428.57143	71,428.57143	6	6	6	0	0	0	0	0	1	0	1	9	6	6	20	1	6	1	6	16,393	237	0	20	0	0	0	0	0	0	0	0	Bot
59,210	53	1	1	0	0	0	0	0	0	0	0	0	0	0	37,735.84906	53	0	53	53	0	0	0	0	0	0	0	0	0	0	0	32	32	18,867.92453	18,867.92453	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	411	302	0	32	0	0	0	0	0	0	0	0	BENIGN
53	208	2	2	84	204	42	42	42	0	102	102	102	0	1,384,615.385	19,230.76923	69.333333	79.185436	157	3	3	3	0	3	3	48	48	0	48	48	0	64	64	9,615.384615	9,615.384615	42	102	66	32.863353	1,080	0	0	0	0	0	1	82.5	42	102	64	2	84	2	204	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
443	195,092	12	7	1,673	1,732	1,368	0	139.416667	389.407349	1,029	0	247.428571	401.780146	17,453.304082	97.389949	10,838.444444	21,615.777607	78,104	3	195,092	17,735.636364	35,285.351383	114,952	3	153,600	25,600	31,352.991851	78,104	191	0	396	232	61.509442	35.880508	0	1,368	170.25	378.269728	143,087.986842	0	0	1	0	0	0	179.210526	139.416667	247.428571	396	12	1,673	7	1,732	65,535	362	6	32	0	0	0	0	0	0	0	0	BENIGN
53	23,805	2	2	78	152	39	39	39	0	76	76	76	0	9,661.835749	168.031926	7,935	13,737.76099	23,798	3	4	4	0	4	4	3	3	0	3	3	0	64	64	84.015963	84.015963	39	76	53.8	20.265735	410.7	0	0	0	0	0	1	67.25	39	76	64	2	78	2	152	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
443	64,088,715	2	0	74	0	37	37	37	0	0	0	0	0	1.154649	0.031207	64,100,000	0	64,100,000	64,100,000	64,100,000	64,100,000	0	64,100,000	64,100,000	0	0	0	0	0	1	64	0	0.031207	0	37	37	37	0	0	0	1	0	1	1	0	55.5	37	0	64	2	74	0	0	65,535	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	61,519	1	1	64	117	64	64	64	0	117	117	117	0	2,942.180465	32.510281	61,519	0	61,519	61,519	0	0	0	0	0	0	0	0	0	0	0	20	20	16.255141	16.255141	64	117	81.666667	30.599564	936.333333	0	0	0	0	0	1	122.5	64	117	20	1	64	1	117	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
80	76,293,801	7	4	4,624	648	2,765	0	660.571429	1,066.556118	636	0	162	316.012658	69.101289	0.144179	7,629,380.1	24,070,361.833316	76,134,790	48	76,293,801	12,715,633.5	31,068,940.563836	76,134,790	48	64,857	21,619	36,596.655025	63,877	384	0	152	92	0.091751	0.052429	0	2,765	439.333333	851.10285	724,376.060606	0	0	1	0	0	0	479.272727	660.571429	162	152	7	4,624	4	648	8,192	513	6	20	0	0	0	0	0	0	0	0	BENIGN
53	169,350	1	1	51	83	51	51	51	0	83	83	83	0	791.260703	11.809861	169,350	0	169,350	169,350	0	0	0	0	0	0	0	0	0	0	0	20	20	5.904931	5.904931	51	83	61.666667	18.475209	341.333333	0	0	0	0	0	1	92.5	51	83	20	1	51	1	83	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53,455	48	1	1	0	0	0	0	0	0	0	0	0	0	0	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	0	0	0	0	0	0	0	0	1	1	1	0	0	0	20	1	0	1	0	81	254	0	20	0	0	0	0	0	0	0	0	BENIGN
80	75,125,653	9	8	54	48	6	6	6	0	6	6	6	0	1.357725	0.226288	4,695,353.312	4,972,643.963	10,000,000	28,257	75,100,000	9,390,706.625	1,789,698.767	10,000,000	4,961,443	70,200,000	10,000,000	5,068.986796	10,000,000	10,000,000	0	180	160	0.119799	0.106488	6	6	6	0	0	0	0	0	1	0	0	6.352941	6	6	180	9	54	8	48	16,425	1,024	8	20	28,402	104.001603	28,536	28,257	9,995,056.571	4,998.212576	10,000,000	9,992,116	BENIGN
443	61,746,657	16	12	865	4,403	472	0	54.0625	123.922809	2,544	0	366.916667	802.740812	85.31636	0.453466	2,286,913.222	4,197,552.33	10,000,000	13	61,700,000	4,116,443.8	5,099,588.552	10,200,000	211	61,600,000	5,596,124.455	5,245,368.339	10,200,000	190	0	332	312	0.259123	0.194343	0	2,544	181.655172	535.324086	286,571.8768	0	0	1	0	0	0	188.142857	54.0625	366.916667	332	16	865	12	4,403	8,192	123	15	20	296,057.5	261,548.9352	829,942	189,174	9,991,880.333	20,114.47309	10,000,000	9,950,835	BENIGN
53	61,104,610	2	2	94	236	50	44	47	4.242641	124	112	118	8.485281	5.400575	0.065462	20,400,000	35,100,000	60,900,000	32,570	61,000,000	61,000,000	0	61,000,000	61,000,000	61,100,000	61,100,000	0	61,100,000	61,100,000	0	40	52	0.032731	0.032731	44	124	76	38.652296	1,494	0	0	0	0	0	1	95	47	118	40	2	94	2	236	-1	-1	1	20	32,570	0	32,570	32,570	60,900,000	0	60,900,000	60,900,000	BENIGN
53	23,604	1	1	44	103	44	44	44	0	103	103	103	0	6,227.758007	84.731401	23,604	0	23,604	23,604	0	0	0	0	0	0	0	0	0	0	0	32	32	42.365701	42.365701	44	103	63.666667	34.063666	1,160.333333	0	0	0	0	0	1	95.5	44	103	32	1	44	1	103	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
80	77,686,380	13	12	1,015	2,162	525	0	78.076923	179.535726	733	0	180.166667	316.981454	40.895199	0.321807	3,236,932.5	4,538,246.792721	10,071,188	48	72,742,459	6,061,871.583333	4,899,317.507126	10,103,492	32,532	77,653,896	7,059,445.090909	4,308,489.244226	10,103,582	201,176	0	284	248	0.16734	0.154467	0	733	122.192308	250.807499	62,904.401538	0	0	1	0	0	0	127.08	78.076923	180.166667	284	13	1,015	12	2,162	8,192	1,024	11	20	410,133.571429	999,535.935883	2,676,868	32,163	9,981,646.285714	86,146.364895	10,071,188	9,795,645	BENIGN
53	23,732	2	2	92	262	46	46	46	0	131	131	131	0	14,916.56835	168.548795	7,910.666667	13,617.67213	23,635	48	49	49	0	49	49	48	48	0	48	48	0	64	64	84.274397	84.274397	46	131	80	46.556417	2,167.5	0	0	0	0	0	1	100	46	131	64	2	92	2	262	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
80	81,611	3	7	414	11,595	414	0	138	239.023011	4,344	0	1,656.428571	1,547.737688	147,149.2813	122.532502	9,067.888889	23,788.07044	72,026	3	8,989	4,494.5	6,351.940215	8,986	3	81,523	13,587.16667	28,849.35467	72,026	50	0	104	232	36.759751	85.772751	0	4,344	1,091.727273	1,436.665729	2,064,008.418	0	0	1	0	0	2	1,200.9	138	1,656.428571	104	3	414	7	11,595	29,200	235	1	32	0	0	0	0	0	0	0	0	DoS Hulk
443	5,908,358	8	5	369	3,375	188	0	46.125	71.017981	1,858	0	675	909.43334	633.678596	2.200273	492,363.1667	1,626,022.93	5,655,205	4	5,908,358	844,051.1429	2,121,652.703	5,655,205	4	178,475	44,618.75	49,899.40503	97,310	218	0	172	112	1.354014	0.846259	0	1,858	267.428571	597.267717	356,728.7253	0	0	1	0	0	0	288	46.125	675	172	8	369	5	3,375	8,192	110	7	20	253,149	0	253,149	253,149	5,655,205	0	5,655,205	5,655,205	BENIGN
55,366	5,495,267	1	5	6	30	6	6	6	0	6	6	6	0	6.551092	1.091849	1,099,053.4	2,441,672.816	5,466,832	3	0	0	0	0	0	5,477,870	1,369,467.5	2,731,580.058	5,466,832	3	0	20	100	0.181975	0.909874	6	6	6	0	0	0	0	0	1	1	5	7	6	6	20	1	6	5	30	229	0	0	20	28,435	0	28,435	28,435	5,466,832	0	5,466,832	5,466,832	BENIGN
443	10,092,830	6	7	1,359	443	779	0	226.5	337.339443	238	0	63.285714	94.880125	178.542589	1.288043	841,069.1667	2,868,501.163	9,949,650	3	143,177	28,635.4	27,081.3378	73,236	187	10,100,000	1,678,864.167	4,076,394.8	9,999,682	3	0	132	152	0.594481	0.693562	0	779	128.714286	236.465782	55,916.06593	0	0	1	0	0	1	138.615385	226.5	63.285714	132	6	1,359	7	443	8,192	34	5	20	143,177	0	143,177	143,177	9,949,650	0	9,949,650	9,949,650	BENIGN
53	61,679	2	2	80	396	40	40	40	0	198	198	198	0	7,717.375444	64.851894	20,559.66667	35,603.45905	61,671	4	4	4	0	4	4	4	4	0	4	4	0	64	40	32.425947	32.425947	40	198	103.2	86.540164	7,489.2	0	0	0	0	0	1	129	40	198	64	2	80	2	396	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
2,006	1	2	0	4	0	2	2	2	0	0	0	0	0	4,000,000	2,000,000	1	0	1	1	1	1	0	1	1	0	0	0	0	0	0	48	0	2,000,000	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
53	209	2	2	46	46	23	23	23	0	23	23	23	0	440,191.38756	19,138.755981	69.666667	81.402293	160	2	2	2	0	2	2	47	47	0	47	47	0	64	64	9,569.37799	9,569.37799	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
443	169	2	0	12	0	6	6	6	0	0	0	0	0	71,005.91716	11,834.31953	169	0	169	169	169	169	0	169	169	0	0	0	0	0	0	40	0	11,834.31953	0	6	6	6	0	0	0	0	0	1	0	0	9	6	0	40	2	12	0	0	253	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	100,540,624	10	6	1,570	11,595	314	0	157	165.492531	5,792	0	1,932.5	2,181.008184	130.942096	0.15914	6,702,708.267	25,500,000	98,700,000	1	100,000,000	11,200,000	32,800,000	98,700,000	1	1,807,282	361,456.4	734,873.0585	1,671,870	45	0	328	200	0.099462	0.059677	0	5,792	774.411765	1,510.156658	2,280,573.132	0	0	0	1	0	0	822.8125	157	1,932.5	328	10	1,570	6	11,595	251	235	5	32	4	0	4	4	98,700,000	0	98,700,000	98,700,000	DoS Hulk
53	890,295	4	2	116	242	29	29	29	0	121	121	121	0	402.113906	6.739339	178,059	381,380.794134	859,889	3	30,403	10,134.333333	17,508.16202	30,351	3	3	3	0	3	3	0	80	64	4.492893	2.246446	29	121	55.285714	44.891403	2,015.238095	0	0	0	0	0	0	64.5	29	121	80	4	116	2	242	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
53	184	2	2	76	132	38	38	38	0	66	66	66	0	1,130,434.783	21,739.13043	61.333333	22.233608	87	48	48	48	0	48	48	49	49	0	49	49	0	40	40	10,869.56522	10,869.56522	38	66	49.2	15.336232	235.2	0	0	0	0	0	1	61.5	38	66	40	2	76	2	132	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	6,007,304	3	6	18	11,595	18	0	6	10.392305	4,344	0	1,932.5	1,754.831473	1,933.146716	1.498176	750,913	2,123,325.302	6,005,875	17	6,006,482	3,003,241	4,246,365.726	6,005,875	607	6,007,200	1,201,440	2,686,118.03	6,006,514	17	0	104	200	0.499392	0.998784	0	4,344	1,161.3	1,643.79818	2,702,072.456	0	0	1	0	0	2	1,290.333333	6	1,932.5	104	3	18	6	11,595	29,200	227	1	32	607	0	607	607	6,005,875	0	6,005,875	6,005,875	PortScan
60,426	21	1	1	6	6	6	6	6	0	6	6	6	0	571,428.5714	95,238.09524	21	0	21	21	0	0	0	0	0	0	0	0	0	0	0	20	20	47,619.04762	47,619.04762	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	115	256	0	20	0	0	0	0	0	0	0	0	BENIGN
53	185	2	2	72	104	36	36	36	0	52	52	52	0	951,351.3514	21,621.62162	61.666667	23.692474	89	47	49	49	0	49	49	47	47	0	47	47	0	40	40	10,810.81081	10,810.81081	36	52	42.4	8.763561	76.8	0	0	0	0	0	1	53	36	52	40	2	72	2	104	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	61,808	4	2	204	306	51	51	51	0	153	153	153	0	8,251.359047	97.074812	12,361.6	16,923.51544	31,133	3	30,672	10,224	17,703.2913	30,666	3	3	3	0	3	3	0	80	40	64.716542	32.358271	51	153	80.142857	49.770904	2,477.142857	0	0	0	0	0	0	93.5	51	153	80	4	204	2	306	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
53	180,432	4	2	204	102	51	51	51	0	51	51	51	0	1,695.929769	33.253525	36,086.4	63,628.72966	146,910	3	33,519	11,173	19,346.1415	33,512	3	3	3	0	3	3	0	80	40	22.169017	11.084508	51	51	51	0	0	0	0	0	0	0	0	59.5	51	51	80	4	204	2	102	-1	-1	3	20	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	216	2	2	76	180	38	38	38	0	90	90	90	0	1,185,185.185	18,518.51852	72	119.511506	210	3	3	3	0	3	3	3	3	0	3	3	0	64	64	9,259.259259	9,259.259259	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
59,728	257	2	0	12	0	6	6	6	0	0	0	0	0	46,692.607	7,782.101167	257	0	257	257	257	257	0	257	257	0	0	0	0	0	0	40	0	7,782.101167	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
53	198	2	2	72	184	36	36	36	0	92	92	92	0	1,292,929.293	20,202.0202	66	29.444864	100	49	49	49	0	49	49	49	49	0	49	49	0	64	64	10,101.0101	10,101.0101	36	92	58.4	30.672463	940.8	0	0	0	0	0	1	73	36	92	64	2	72	2	184	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
62,313	81	1	2	0	0	0	0	0	0	0	0	0	0	0	37,037.03704	40.5	10.606602	48	33	0	0	0	0	0	48	48	0	48	48	0	20	40	12,345.67901	24,691.35802	0	0	0	0	0	0	0	0	1	1	2	0	0	0	20	1	0	2	0	245	256	0	20	0	0	0	0	0	0	0	0	BENIGN
443	5,778,013	8	6	387	5,205	206	0	48.375	76.247599	2,021	0	867.5	883.051924	967.806753	2.422978	444,462.5385	1,551,303.869	5,607,231	37	5,778,013	825,430.4286	2,108,735.388	5,607,231	46	91,020	18,204	23,311.34384	48,872	49	0	172	132	1.384559	1.038419	0	2,021	372.8	675.540017	456,354.3143	0	0	1	0	0	0	399.428571	48.375	867.5	172	8	387	6	5,205	8,192	119	7	20	170,736	0	170,736	170,736	5,607,231	0	5,607,231	5,607,231	BENIGN
443	5,439,493	9	7	951	6,759	606	0	105.666667	199.538217	3,784	0	965.571429	1,383.228091	1,417.411512	2.941451	362,632.8667	1,283,647.611	5,000,809	4	438,680	54,835	45,075.04864	107,185	150	5,371,856	895,309.3333	2,012,898.649	5,000,862	4	0	200	152	1.654566	1.286885	0	3,784	453.529412	965.936017	933,032.3897	0	0	1	0	0	0	481.875	105.666667	965.571429	200	9	951	7	6,759	29,200	10	8	20	438,680	0	438,680	438,680	5,000,809	0	5,000,809	5,000,809	BENIGN
80	9,358,669	7	5	50	11,607	20	0	7.142857	6.094494	5,840	0	2,321.4	3,173.373883	1,245.583106	1.282234	850,788.0909	2,195,216.823	7,358,218	1	8,287,309	1,381,218.167	2,951,549.172	7,358,218	1	1,072,304	268,076	535,338.1987	1,071,083	47	0	152	112	0.74797	0.534264	0	5,840	897.153846	2,174.910107	4,730,233.974	0	0	0	1	0	0	971.916667	7.142857	2,321.4	152	7	50	5	11,607	256	229	5	20	928,130	0	928,130	928,130	7,358,218	0	7,358,218	7,358,218	DDoS
443	74,938,299	10	8	31	0	31	0	3.1	9.803061	0	0	0	0	0.413674	0.240198	4,408,135.235	4,950,205.258	10,000,000	4	74,900,000	8,326,477.667	3,604,614.188	10,000,000	4	70,300,000	10,000,000	63.073653	10,000,000	10,000,000	0	320	256	0.133443	0.106754	0	31	1.631579	7.111888	50.578947	0	0	0	1	0	0	1.722222	3.1	0	320	10	31	8	0	882	422	1	32	36,888.28571	48.496441	36,989	36,857	10,000,000	41.969944	10,000,000	10,000,000	BENIGN
53	160	2	2	76	108	38	38	38	0	54	54	54	0	1,150,000	25,000	53.333333	52.633956	108	3	3	3	0	3	3	49	49	0	49	49	0	40	40	12,500	12,500	38	54	44.4	8.763561	76.8	0	0	0	0	0	1	55.5	38	54	40	2	76	2	108	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	5,946,448	3	1	12	0	6	0	4	3.464102	0	0	0	0	2.018011	0.67267	1,982,149.333333	3,401,137.620711	5,909,387	82	5,946,448	2,973,224	4,152,361.535938	5,909,387	37,061	0	0	0	0	0	0	72	32	0.504503	0.168168	0	6	2.4	3.286335	10.8	0	0	1	0	0	0	3	4	0	72	3	12	1	0	8,192	42,780	2	20	0	0	0	0	0	0	0	0	BENIGN
80	967	6	0	0	0	0	0	0	0	0	0	0	0	0	6,204.75698	193.4	427.984579	959	1	967	193.4	427.984579	959	1	0	0	0	0	0	0	192	0	6,204.75698	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
56,144	60	1	1	6	6	6	6	6	0	6	6	6	0	200,000	33,333.33333	60	0	60	60	0	0	0	0	0	0	0	0	0	0	0	20	20	16,666.66667	16,666.66667	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	1,013	256	0	20	0	0	0	0	0	0	0	0	BENIGN
53	43,281,033	2	2	102	179	56	46	51	7.071068	117	62	89.5	38.890873	6.492451	0.092419	14,427,011	24,929,691.555831	43,213,339	30,489	43,250,544	43,250,544	0	43,250,544	43,250,544	43,243,828	43,243,828	0	43,243,828	43,243,828	0	52	64	0.04621	0.04621	46	117	67.4	28.316073	801.8	0	0	0	0	0	1	84.25	51	89.5	52	2	102	2	179	-1	-1	1	20	37,205	0	37,205	37,205	43,213,339	0	43,213,339	43,213,339	BENIGN
64,454	243	2	1	37	6	37	0	18.5	26.162951	6	6	6	0	176,954.73251	12,345.679012	121.5	10.606602	129	114	243	243	0	243	243	0	0	0	0	0	1	64	20	8,230.452675	4,115.226337	0	37	20	19.782147	391.333333	0	1	0	1	0	0	26.666667	18.5	6	64	2	37	1	6	114	0	0	32	0	0	0	0	0	0	0	0	BENIGN
80	1,328,954	3	5	26	11,601	20	0	8.666667	10.263203	5,840	0	2,320.2	2,658.195854	8,748.986045	6.019772	189,850.5714	498,830.0704	1,321,074	13	7,476	3,738	5,194.406415	7,411	65	1,328,941	332,235.25	659,234.9486	1,321,074	158	0	72	112	2.257414	3.762357	0	5,840	1,291.888889	2,240.544155	5,020,038.111	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
53	208	2	2	62	122	31	31	31	0	61	61	61	0	884,615.384615	19,230.769231	69.333333	79.185436	157	3	48	48	0	48	48	3	3	0	3	3	0	40	40	9,615.384615	9,615.384615	31	61	43	16.431677	270	0	0	0	0	0	1	53.75	31	61	40	2	62	2	122	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	61,111	1	1	60	185	60	60	60	0	185	185	185	0	4,009.098198	32.727332	61,111	0	61,111	61,111	0	0	0	0	0	0	0	0	0	0	0	32	32	16.363666	16.363666	60	185	101.666667	72.168784	5,208.333333	0	0	0	0	0	1	152.5	60	185	32	1	60	1	185	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
389	36	1	4	6	24	6	6	6	0	6	6	6	0	833,333.3333	138,888.8889	9	14.696938	31	1	0	0	0	0	0	5	1.666667	1.154701	3	1	0	20	80	27,777.77778	111,111.1111	6	6	6	0	0	0	0	0	1	1	4	7.2	6	6	20	1	6	4	24	256	0	0	20	0	0	0	0	0	0	0	0	BENIGN
5,054	52	1	1	2	6	2	2	2	0	6	6	6	0	153,846.1538	38,461.53846	52	0	52	52	0	0	0	0	0	0	0	0	0	0	0	24	20	19,230.76923	19,230.76923	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	BENIGN
80	4,054,918	4	0	24	0	6	6	6	0	0	0	0	0	5.918739	0.986456	1,351,639.333	2,340,225.574	4,053,899	3	4,054,918	1,351,639.333	2,340,225.574	4,053,899	3	0	0	0	0	0	0	80	0	0.986456	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	330,055	10	8	1,232	7,203	844	0	123.2	262.037232	2,003	0	900.375	783.503476	25,556.34667	54.536365	19,415	40,183.0768	105,483	3	330,055	36,672.77778	51,519.93331	107,442	3	219,780	31,397.14286	51,786.20547	108,287	192	0	212	172	30.297981	24.238385	0	2,003	443.947368	658.601336	433,755.7193	0	0	1	0	0	0	468.611111	123.2	900.375	212	10	1,232	8	7,203	8,192	10	9	20	0	0	0	0	0	0	0	0	BENIGN
53,654	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	68	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53,559	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	122	33,304	0	32	0	0	0	0	0	0	0	0	BENIGN
53	24,087	2	2	72	328	36	36	36	0	164	164	164	0	16,606.46822	166.064682	8,029	13,899.70773	24,079	4	4	4	0	4	4	4	4	0	4	4	0	64	40	83.032341	83.032341	36	164	87.2	70.108487	4,915.2	0	0	0	0	0	1	109	36	164	64	2	72	2	328	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	24,341	1	1	44	125	44	44	44	0	125	125	125	0	6,943.017953	82.165893	24,341	0	24,341	24,341	0	0	0	0	0	0	0	0	0	0	0	20	20	41.082946	41.082946	44	125	71	46.765372	2,187	0	0	0	0	0	1	106.5	44	125	20	1	44	1	125	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	30,856	2	2	96	218	48	48	48	0	109	109	109	0	10,176.302826	129.634431	10,285.333333	17,770.568149	30,805	2	49	49	0	49	49	2	2	0	2	2	0	40	40	64.817215	64.817215	48	109	72.4	33.411076	1,116.3	0	0	0	0	0	1	90.5	48	109	40	2	96	2	218	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	77,995	4	0	24	0	6	6	6	0	0	0	0	0	307.712033	51.285339	25,998.33333	44,367.06962	77,229	352	77,995	25,998.33333	44,367.06962	77,229	352	0	0	0	0	0	0	80	0	51.285339	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
135	14,960,901	15	8	898	952	156	0	59.866667	71.087337	240	0	119	94.288312	123.655654	1.537341	680,040.9545	3,152,867.052	14,800,000	1	15,000,000	1,068,635.786	3,951,029.93	14,800,000	1	103,161	14,737.28571	38,765.96391	102,650	1	0	324	184	1.002613	0.534727	0	240	77.083333	82.731581	6,844.514493	0	0	1	0	0	0	80.434783	59.866667	119	324	15	898	8	952	8,192	2,051	13	20	0	0	0	0	0	0	0	0	BENIGN
55,523	3	2	0	31	0	31	0	15.5	21.92031	0	0	0	0	10,300,000	666,666.6667	3	0	3	3	3	3	0	3	3	0	0	0	0	0	1	64	0	666,666.6667	0	0	31	20.666667	17.897858	320.333333	0	1	0	1	0	0	31	15.5	0	64	2	31	0	0	972	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
58,476	77,379,283	7	9	12,976	56	5,840	0	1,853.714286	2,020.358443	20	0	6.222222	5.783117	168.417172	0.206774	5,158,618.867	19,700,000	76,400,000	3	77,400,000	12,900,000	31,400,000	76,900,000	182	76,900,000	9,613,092.625	27,000,000	76,400,000	3	1	152	204	0.090463	0.11631	0	5,840	847.470588	1,545.691961	2,389,163.64	0	1	0	1	1	1	900.4375	1,853.714286	6.222222	152	7	12,976	9	56	229	256	5	20	502,340	0	502,340	502,340	76,400,000	0	76,400,000	76,400,000	BENIGN
53	30,905	1	1	58	186	58	58	58	0	186	186	186	0	7,895.162595	64.714448	30,905	0	30,905	30,905	0	0	0	0	0	0	0	0	0	0	0	20	20	32.357224	32.357224	58	186	100.666667	73.900834	5,461.333333	0	0	0	0	0	1	151	58	186	20	1	58	1	186	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
80	48	2	0	0	0	0	0	0	0	0	0	0	0	0	41,666.66667	48	0	48	48	48	48	0	48	48	0	0	0	0	0	0	40	0	41,666.66667	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	40	2	0	0	0	256	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
443	173	2	0	31	0	31	0	15.5	21.92031	0	0	0	0	179,190.7514	11,560.69364	173	0	173	173	173	173	0	173	173	0	0	0	0	0	1	64	0	11,560.69364	0	0	31	20.666667	17.897858	320.333333	0	1	0	1	0	0	31	15.5	0	64	2	31	0	0	886	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
48,844	38	1	1	0	0	0	0	0	0	0	0	0	0	0	52,631.57895	38	0	38	38	0	0	0	0	0	0	0	0	0	0	0	32	32	26,315.78947	26,315.78947	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	61	251	0	32	0	0	0	0	0	0	0	0	BENIGN
80	83,189,173	7	6	381	11,595	381	0	54.428571	144.004464	7,240	0	1,932.5	2,695.639126	143.961042	0.15627	6,932,431.083	24,000,000	83,000,000	1	83,100,000	13,800,000	33,900,000	83,000,000	1	152,472	30,494.4	59,958.88878	137,132	73	0	232	200	0.084146	0.072125	0	7,240	855.428571	1,934.3104	3,741,556.725	0	0	0	1	0	0	921.230769	54.428571	1,932.5	232	7	381	6	11,595	274	235	1	32	5	0	5	5	83,000,000	0	83,000,000	83,000,000	DoS Hulk
443	118,669,928	30	28	4,676	11,166	1,677	0	155.866667	399.974976	1,418	0	398.785714	584.838715	133.496331	0.488751	2,081,928.561	3,981,041.68	10,000,000	1	119,000,000	4,092,066.483	4,843,350.884	10,000,000	1	113,000,000	4,193,191.815	4,956,757.827	10,000,000	48	0	968	904	0.252802	0.235949	0	1,677	268.508475	505.186254	255,213.1508	0	0	1	0	0	0	273.137931	155.866667	398.785714	968	30	4,676	28	11,166	29,200	422	7	32	261,745.25	778,983.7968	2,735,351	36,697	9,627,415.333	1,325,975.605	10,000,000	5,416,888	BENIGN
53	170	2	2	46	46	23	23	23	0	23	23	23	0	541,176.4706	23,529.41176	56.666667	14.153916	73	48	49	49	0	49	49	48	48	0	48	48	0	64	64	11,764.70588	11,764.70588	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	60,520	1	1	46	224	46	46	46	0	224	224	224	0	4,461.335096	33.046927	60,520	0	60,520	60,520	0	0	0	0	0	0	0	0	0	0	0	32	20	16.523463	16.523463	46	224	105.333333	102.768348	10,561.33333	0	0	0	0	0	1	158	46	224	32	1	46	1	224	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN

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