Datasets:

agrawalchaitany
/

cyberbert_dataset

Dataset card Data Studio Files Files and versions Community

Split (1)

train · 2.52M rows

Destination Port float64	Flow Duration float64	Total Fwd Packets float64	Total Backward Packets float64	Total Length of Fwd Packets float64	Total Length of Bwd Packets float64	Fwd Packet Length Max float64	Fwd Packet Length Min float64	Fwd Packet Length Mean float64	Fwd Packet Length Std float64	Bwd Packet Length Max float64	Bwd Packet Length Min float64	Bwd Packet Length Mean float64	Bwd Packet Length Std float64	Flow Bytes/s float64	Flow Packets/s float64	Flow IAT Mean float64	Flow IAT Std float64	Flow IAT Max float64	Flow IAT Min float64	Fwd IAT Total float64	Fwd IAT Mean float64	Fwd IAT Std float64	Fwd IAT Max float64	Fwd IAT Min float64	Bwd IAT Total float64	Bwd IAT Mean float64	Bwd IAT Std float64	Bwd IAT Max float64	Bwd IAT Min float64	Fwd PSH Flags float64	Fwd Header Length float64	Bwd Header Length float64	Fwd Packets/s float64	Bwd Packets/s float64	Min Packet Length float64	Max Packet Length float64	Packet Length Mean float64	Packet Length Std float64	Packet Length Variance float64	FIN Flag Count float64	SYN Flag Count float64	PSH Flag Count float64	ACK Flag Count float64	URG Flag Count float64	Down/Up Ratio float64	Average Packet Size float64	Avg Fwd Segment Size float64	Avg Bwd Segment Size float64	Fwd Header Length.1 float64	Subflow Fwd Packets float64	Subflow Fwd Bytes float64	Subflow Bwd Packets float64	Subflow Bwd Bytes float64	Init_Win_bytes_forward float64	Init_Win_bytes_backward float64	act_data_pkt_fwd float64	min_seg_size_forward float64	Active Mean float64	Active Std float64	Active Max float64	Active Min float64	Idle Mean float64	Idle Std float64	Idle Max float64	Idle Min float64	Label string
53	154	2	2	90	122	45	45	45	0	61	61	61	0	1,376,623.377	25,974.02597	51.333333	48.542078	101	4	4	4	0	4	4	49	49	0	49	49	0	40	40	12,987.01299	12,987.01299	45	61	51.4	8.763561	76.8	0	0	0	0	0	1	64.25	45	61	40	2	90	2	122	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
35,736	3	1	1	0	0	0	0	0	0	0	0	0	0	0	666,666.6667	3	0	3	3	0	0	0	0	0	0	0	0	0	0	0	32	32	333,333.3333	333,333.3333	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	340	240	0	32	0	0	0	0	0	0	0	0	BENIGN
53	297	2	2	90	172	45	45	45	0	86	86	86	0	882,154.8822	13,468.01347	99	169.740979	295	1	1	1	0	1	1	1	1	0	1	1	0	64	64	6,734.006734	6,734.006734	45	86	61.4	22.456625	504.3	0	0	0	0	0	1	76.75	45	86	64	2	90	2	172	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
443	32,103	2	1	0	0	0	0	0	0	0	0	0	0	0	93.44921	16,051.5	22,697.42057	32,101	2	2	2	0	2	2	0	0	0	0	0	0	64	44	62.299474	31.149737	0	0	0	0	0	0	0	0	1	1	0	0	0	0	64	2	0	1	0	33,304	123	0	32	0	0	0	0	0	0	0	0	BENIGN
53	50,760	2	2	92	170	46	46	46	0	85	85	85	0	5,161.544523	78.802206	16,920	29,300.23749	50,753	3	3	3	0	3	3	4	4	0	4	4	0	64	64	39.401103	39.401103	46	85	61.6	21.36118	456.3	0	0	0	0	0	1	77	46	85	64	2	92	2	170	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	245	2	2	72	328	36	36	36	0	164	164	164	0	1,632,653.061	16,326.53061	81.666667	130.216486	232	4	9	9	0	9	9	4	4	0	4	4	0	40	40	8,163.265306	8,163.265306	36	164	87.2	70.108487	4,915.2	0	0	0	0	0	1	109	36	164	40	2	72	2	328	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
58,942	13,942	1	3	0	18	0	0	0	0	6	6	6	0	1,291.062975	286.902883	4,647.333333	6,391.051583	12,027	927	0	0	0	0	0	13,015	6,507.5	7,805.751758	12,027	988	0	32	60	71.725721	215.177163	0	6	3.6	3.286335	10.8	0	0	0	1	0	3	4.5	0	6	32	1	0	3	18	235	0	0	32	0	0	0	0	0	0	0	0	BENIGN
80	9,663,217	9	5	633	11,632	633	0	70.333333	211	10,184	0	2,326.4	4,437.056321	1,269.246049	1.448793	743,324.3846	1,638,481.964	5,000,502	4	4,662,715	582,839.375	1,292,701.299	3,663,350	4	8,665,600	2,166,400	2,560,433.594	5,004,226	162	0	304	168	0.931367	0.517426	0	10,184	817.666667	2,621.103466	6,870,183.381	0	0	1	0	0	0	876.071429	70.333333	2,326.4	304	9	633	5	11,632	29,200	237	1	32	0	0	0	0	0	0	0	0	DoS GoldenEye
53	206	2	2	90	196	45	45	45	0	98	98	98	0	1,388,349.515	19,417.47573	68.666667	34.063666	108	49	49	49	0	49	49	49	49	0	49	49	0	64	64	9,708.737864	9,708.737864	45	98	66.2	29.029296	842.7	0	0	0	0	0	1	82.75	45	98	64	2	90	2	196	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	30,723	2	2	68	158	34	34	34	0	79	79	79	0	7,356.052469	130.195619	10,241	17,694.646	30,673	2	48	48	0	48	48	2	2	0	2	2	0	64	64	65.097809	65.097809	34	79	52	24.647515	607.5	0	0	0	0	0	1	65	34	79	64	2	68	2	158	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
60,942	55	1	1	6	6	6	6	6	0	6	6	6	0	218,181.8182	36,363.63636	55	0	55	55	0	0	0	0	0	0	0	0	0	0	0	20	20	18,181.81818	18,181.81818	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	946	1,024	0	20	0	0	0	0	0	0	0	0	BENIGN
50,203	2	2	0	12	0	6	6	6	0	0	0	0	0	6,000,000	1,000,000	2	0	2	2	2	2	0	2	2	0	0	0	0	0	0	40	0	1,000,000	0	6	6	6	0	0	1	0	0	0	0	0	9	6	0	40	2	12	0	0	0	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
44,512	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	123	338	0	32	0	0	0	0	0	0	0	0	BENIGN
53	62,537	2	2	82	188	41	41	41	0	94	94	94	0	4,317.444073	63.962134	20,845.66667	36,102.2897	62,533	1	1	1	0	1	1	3	3	0	3	3	0	64	80	31.981067	31.981067	41	94	62.2	29.029296	842.7	0	0	0	0	0	1	77.75	41	94	64	2	82	2	188	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
50,234	24	1	1	6	6	6	6	6	0	6	6	6	0	500,000	83,333.33333	24	0	24	24	0	0	0	0	0	0	0	0	0	0	0	20	20	41,666.66667	41,666.66667	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	119	255	0	20	0	0	0	0	0	0	0	0	BENIGN
53	226	2	2	84	284	42	42	42	0	142	142	142	0	1,628,318.584	17,699.11504	75.333333	88.951298	175	4	4	4	0	4	4	47	47	0	47	47	0	40	40	8,849.557522	8,849.557522	42	142	82	54.772256	3,000	0	0	0	0	0	1	102.5	42	142	40	2	84	2	284	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	128,924	2	2	68	216	34	34	34	0	108	108	108	0	2,202.84819	31.026031	42,974.66667	74,389.27634	128,872	3	3	3	0	3	3	49	49	0	49	49	0	64	40	15.513015	15.513015	34	108	63.6	40.531469	1,642.8	0	0	0	0	0	1	79.5	34	108	64	2	68	2	216	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
37,976	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	122	383	0	32	0	0	0	0	0	0	0	0	BENIGN
53	51,535	4	2	168	192	42	42	42	0	96	96	96	0	6,985.543805	116.42573	10,307	14,097.20325	26,481	4	26,489	8,829.666667	15,286.50308	26,481	4	49	49	0	49	49	0	80	40	77.617153	38.808577	42	96	57.428571	26.349302	694.285714	0	0	0	0	0	0	67	42	96	80	4	168	2	192	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
32,904	20	1	1	0	0	0	0	0	0	0	0	0	0	0	100,000	20	0	20	20	0	0	0	0	0	0	0	0	0	0	0	32	32	50,000	50,000	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	118	305	0	32	0	0	0	0	0	0	0	0	BENIGN
45,596	45	1	1	0	0	0	0	0	0	0	0	0	0	0	44,444.44444	45	0	45	45	0	0	0	0	0	0	0	0	0	0	0	32	32	22,222.22222	22,222.22222	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	375	378	0	32	0	0	0	0	0	0	0	0	BENIGN
53	23,751	2	2	66	252	33	33	33	0	126	126	126	0	13,388.90994	168.413962	7,917	13,666.76542	23,698	4	49	49	0	49	49	4	4	0	4	4	0	80	80	84.206981	84.206981	33	126	70.2	50.938198	2,594.7	0	0	0	0	0	1	87.75	33	126	80	2	66	2	252	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
46,076	92	1	1	0	0	0	0	0	0	0	0	0	0	0	21,739.13043	92	0	92	92	0	0	0	0	0	0	0	0	0	0	0	32	32	10,869.56522	10,869.56522	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	114	296	0	32	0	0	0	0	0	0	0	0	BENIGN
53	61,990	2	2	68	232	34	34	34	0	116	116	116	0	4,839.49024	64.526537	20,663.33333	35,785.61306	61,985	2	2	2	0	2	2	3	3	0	3	3	0	64	64	32.263268	32.263268	34	116	66.8	44.91325	2,017.2	0	0	0	0	0	1	83.5	34	116	64	2	68	2	232	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
57,039	38	1	1	6	6	6	6	6	0	6	6	6	0	315,789.4737	52,631.57895	38	0	38	38	0	0	0	0	0	0	0	0	0	0	0	20	20	26,315.78947	26,315.78947	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	122	16,417	0	20	0	0	0	0	0	0	0	0	BENIGN
50,044	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	32	32	20,833.33333	20,833.33333	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	905	229	0	32	0	0	0	0	0	0	0	0	BENIGN
59,524	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	1	1	0	0	0	32	1	0	1	0	285	241	0	32	0	0	0	0	0	0	0	0	BENIGN
50,219	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	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
58,494	59	2	1	12	6	6	6	6	0	6	6	6	0	305,084.7458	50,847.45763	29.5	37.476659	56	3	3	3	0	3	3	0	0	0	0	0	0	40	20	33,898.30508	16,949.15254	6	6	6	0	0	0	0	0	1	1	0	8	6	6	40	2	12	1	6	31	305	1	20	0	0	0	0	0	0	0	0	BENIGN
47,918	66	2	1	31	6	31	0	15.5	21.92031	6	6	6	0	560,606.0606	45,454.54545	33	42.426407	63	3	3	3	0	3	3	0	0	0	0	0	1	64	20	30,303.0303	15,151.51515	0	31	17	16.350331	267.333333	0	1	0	1	0	0	22.666667	15.5	6	64	2	31	1	6	1,029	0	0	32	0	0	0	0	0	0	0	0	BENIGN
53	24,100	2	2	66	316	33	33	33	0	158	158	158	0	15,850.62241	165.975104	8,033.333333	13,908.94537	24,094	2	4	4	0	4	4	2	2	0	2	2	0	64	64	82.987552	82.987552	33	158	83	68.46532	4,687.5	0	0	0	0	0	1	103.75	33	158	64	2	66	2	316	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	31,134	2	2	68	250	34	34	34	0	125	125	125	0	10,213.91405	128.476906	10,378	17,969.16111	31,127	3	4	4	0	4	4	3	3	0	3	3	0	40	40	64.238453	64.238453	34	125	70.4	49.842753	2,484.3	0	0	0	0	0	1	88	34	125	40	2	68	2	250	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	14,023,044	4	4	108	108	27	27	27	0	27	27	27	0	15.403218	0.57049	2,003,292	2,962,809.459	7,254,516	1	5,000,933	1,666,977.667	2,887,288.282	5,000,931	1	7,254,520	2,418,173.333	4,188,395.611	7,254,516	1	0	104	80	0.285245	0.285245	27	27	27	0	0	0	0	0	0	0	1	30.375	27	27	104	4	108	4	108	-1	-1	3	20	883,798	1,249,877.704	1,767,595	1	6,127,723.5	1,593,525.235	7,254,516	5,000,931	BENIGN
53	70,761	4	2	140	658	35	35	35	0	329	329	329	0	11,277.39857	84.79247	14,152.2	20,414.50026	44,536	3	26,178	8,726	15,108.67919	26,172	3	47	47	0	47	47	0	104	40	56.528314	28.264157	35	329	119	143.457311	20,580	0	0	0	0	0	0	138.833333	35	329	104	4	140	2	658	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
50,105	94	1	1	0	0	0	0	0	0	0	0	0	0	0	21,276.59574	94	0	94	94	0	0	0	0	0	0	0	0	0	0	0	32	32	10,638.29787	10,638.29787	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	349	32,832	0	32	0	0	0	0	0	0	0	0	BENIGN
53	147,963	2	2	82	206	41	41	41	0	103	103	103	0	1,946.432554	27.033785	49,321	85,423.01378	147,959	1	1	1	0	1	1	3	3	0	3	3	0	40	64	13.516893	13.516893	41	103	65.8	33.958799	1,153.2	0	0	0	0	0	1	82.25	41	103	40	2	82	2	206	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	30,704	2	2	72	162	36	36	36	0	81	81	81	0	7,621.156853	130.276186	10,234.66667	17,720.90049	30,697	3	3	3	0	3	3	4	4	0	4	4	0	64	40	65.138093	65.138093	36	81	54	24.647515	607.5	0	0	0	0	0	1	67.5	36	81	64	2	72	2	162	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
16,669	65	1	1	6	6	6	6	6	0	6	6	6	0	184,615.3846	30,769.23077	65	0	65	65	0	0	0	0	0	0	0	0	0	0	0	20	20	15,384.61538	15,384.61538	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	286	256	0	20	0	0	0	0	0	0	0	0	BENIGN
80	9,664,521	8	4	1,692	3,525	423	0	211.5	226.103011	3,525	0	881.25	1,762.5	539.809474	1.241655	878,592.8182	1,776,429.08	5,001,512	23	4,663,009	666,144.1429	1,411,228.851	3,847,953	52	9,664,498	3,221,499.333	2,163,361.816	5,004,628	814,853	0	264	136	0.82777	0.413885	0	3,525	401.307692	959.501553	920,643.2308	0	0	1	0	0	0	434.75	211.5	881.25	264	8	1,692	4	3,525	29,200	235	4	32	0	0	0	0	0	0	0	0	DoS GoldenEye
80	36,716	1	1	0	0	0	0	0	0	0	0	0	0	0	54.472165	36,716	0	36,716	36,716	0	0	0	0	0	0	0	0	0	0	0	32	32	27.236082	27.236082	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	261	939	0	32	0	0	0	0	0	0	0	0	BENIGN
53	192	2	2	138	234	69	69	69	0	117	117	117	0	1,937,500	20,833.33333	64	105.655099	186	3	3	3	0	3	3	3	3	0	3	3	0	64	64	10,416.66667	10,416.66667	69	117	88.2	26.290683	691.2	0	0	0	0	0	1	110.25	69	117	64	2	138	2	234	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
80	15,288	1	1	6	6	6	6	6	0	6	6	6	0	784.929356	130.821559	15,288	0	15,288	15,288	0	0	0	0	0	0	0	0	0	0	0	20	20	65.41078	65.41078	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	411	30	0	20	0	0	0	0	0	0	0	0	BENIGN
58,520	14	1	1	0	0	0	0	0	0	0	0	0	0	0	142,857.1429	14	0	14	14	0	0	0	0	0	0	0	0	0	0	0	32	32	71,428.57143	71,428.57143	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	357	264	0	32	0	0	0	0	0	0	0	0	BENIGN
80	8,666,197	8	5	1,320	3,525	330	0	165	176.39242	2,077	0	705	990.64474	559.068759	1.500081	722,183.0833	1,569,575.598	5,000,546	4	3,665,651	523,664.4286	1,036,558.281	2,848,985	4	8,666,182	2,166,545.5	2,237,913.23	5,003,098	46	0	264	168	0.923127	0.576954	0	2,077	346.071429	630.599039	397,655.1484	0	0	1	0	0	0	372.692308	165	705	264	8	1,320	5	3,525	29,200	235	4	32	0	0	0	0	0	0	0	0	DoS GoldenEye
51,517	55	1	1	0	0	0	0	0	0	0	0	0	0	0	36,363.63636	55	0	55	55	0	0	0	0	0	0	0	0	0	0	0	32	32	18,181.81818	18,181.81818	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	386	32,832	0	32	0	0	0	0	0	0	0	0	BENIGN
53	180	2	2	76	108	38	38	38	0	54	54	54	0	1,022,222.222	22,222.22222	60	99.594177	175	2	2	2	0	2	2	3	3	0	3	3	0	64	64	11,111.11111	11,111.11111	38	54	44.4	8.763561	76.8	0	0	0	0	0	1	55.5	38	54	64	2	76	2	108	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
50,222	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	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	201	2	2	76	282	38	38	38	0	141	141	141	0	1,781,094.527	19,900.49751	67	109.119201	193	4	4	4	0	4	4	4	4	0	4	4	0	64	64	9,950.248756	9,950.248756	38	141	79.2	56.415423	3,182.7	0	0	0	0	0	1	99	38	141	64	2	76	2	282	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	23,996	2	2	68	158	34	34	34	0	79	79	79	0	9,418.236373	166.694449	7,998.666667	13,849.76694	23,991	2	2	2	0	2	2	3	3	0	3	3	0	64	64	83.347225	83.347225	34	79	52	24.647515	607.5	0	0	0	0	0	1	65	34	79	64	2	68	2	158	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
50,517	67	2	1	31	6	31	0	15.5	21.92031	6	6	6	0	552,238.806	44,776.1194	33.5	45.961941	66	1	1	1	0	1	1	0	0	0	0	0	1	64	20	29,850.74627	14,925.37313	0	31	17	16.350331	267.333333	0	1	0	1	0	0	22.666667	15.5	6	64	2	31	1	6	1,039	0	0	32	0	0	0	0	0	0	0	0	BENIGN
53	323	2	2	64	96	32	32	32	0	48	48	48	0	495,356.0372	12,383.90093	107.666667	101.613647	225	49	49	49	0	49	49	49	49	0	49	49	0	64	40	6,191.950464	6,191.950464	32	48	38.4	8.763561	76.8	0	0	0	0	0	1	48	32	48	64	2	64	2	96	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
443	2,999,935	2	0	0	0	0	0	0	0	0	0	0	0	0	0.666681	2,999,935	0	2,999,935	2,999,935	2,999,935	2,999,935	0	2,999,935	2,999,935	0	0	0	0	0	0	64	0	0.666681	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	64	2	0	0	0	8,192	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	23,841	2	2	56	218	28	28	28	0	109	109	109	0	11,492.80651	167.778197	7,947	13,761.1437	23,837	1	1	1	0	1	1	3	3	0	3	3	0	80	64	83.889099	83.889099	28	109	60.4	44.365527	1,968.3	0	0	0	0	0	1	75.5	28	109	80	2	56	2	218	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	134	2	2	88	188	44	44	44	0	94	94	94	0	2,059,701.493	29,850.74627	44.666667	73.036521	129	2	3	3	0	3	3	2	2	0	2	2	0	64	64	14,925.37313	14,925.37313	44	94	64	27.386128	750	0	0	0	0	0	1	80	44	94	64	2	88	2	188	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	61,054	2	2	84	282	42	42	42	0	141	141	141	0	5,994.693222	65.515773	20,351.33333	35,246.07925	61,050	1	1	1	0	1	1	3	3	0	3	3	0	40	80	32.757886	32.757886	42	141	81.6	54.224533	2,940.3	0	0	0	0	0	1	102	42	141	40	2	84	2	282	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	184	2	2	48	112	24	24	24	0	56	56	56	0	869,565.2174	21,739.13043	61.333333	22.233608	87	48	49	49	0	49	49	48	48	0	48	48	0	64	64	10,869.56522	10,869.56522	24	56	36.8	17.527122	307.2	0	0	0	0	0	1	46	24	56	64	2	48	2	112	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	61,643	2	2	98	440	49	49	49	0	220	220	220	0	8,727.673864	64.889769	20,547.66667	35,483.08409	61,520	48	48	48	0	48	48	75	75	0	75	75	0	40	88	32.444884	32.444884	49	220	117.4	93.660557	8,772.3	0	0	0	0	0	1	146.75	49	220	40	2	98	2	440	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	8,664,312	8	5	403	11,632	403	0	50.375	142.482016	7,288	0	2,326.4	3,351.290617	1,389.031235	1.500408	722,026	1,709,005.233	4,999,269	4	3,665,043	523,577.5714	1,384,402.808	3,663,108	4	8,664,260	2,166,065	2,560,179.597	5,004,005	161	0	264	168	0.923328	0.57708	0	7,288	859.642857	2,180.364952	4,753,991.324	0	0	1	0	0	0	925.769231	50.375	2,326.4	264	8	403	5	11,632	29,200	235	1	32	0	0	0	0	0	0	0	0	DoS GoldenEye
53	180	2	2	94	196	47	47	47	0	98	98	98	0	1,611,111.111	22,222.22222	60	98.726896	174	3	3	3	0	3	3	3	3	0	3	3	0	40	64	11,111.11111	11,111.11111	47	98	67.4	27.93385	780.3	0	0	0	0	0	1	84.25	47	98	40	2	94	2	196	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
42,726	35	1	1	0	0	0	0	0	0	0	0	0	0	0	57,142.85714	35	0	35	35	0	0	0	0	0	0	0	0	0	0	0	32	32	28,571.42857	28,571.42857	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	939	268	0	32	0	0	0	0	0	0	0	0	BENIGN
53	47,280	2	2	74	188	37	37	37	0	94	94	94	0	5,541.455161	84.602369	15,760	27,291.92457	47,274	3	3	3	0	3	3	3	3	0	3	3	0	64	64	42.301184	42.301184	37	94	59.8	31.220186	974.7	0	0	0	0	0	1	74.75	37	94	64	2	74	2	188	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
80	8,667,128	11	6	1,744	11,632	436	0	158.545455	219.972891	7,240	0	1,938.666667	3,122.168136	1,543.302464	1.961434	541,695.5	1,382,810.114	5,000,754	44	3,666,374	366,637.4	884,188.4379	2,851,672	217	8,667,084	1,733,416.8	2,167,590.171	5,003,407	160	0	360	200	1.269163	0.692271	0	7,240	743.111111	1,911.432628	3,653,574.693	0	0	1	0	0	0	786.823529	158.545455	1,938.666667	360	11	1,744	6	11,632	29,200	235	4	32	0	0	0	0	0	0	0	0	DoS GoldenEye
53	169	2	2	64	228	32	32	32	0	114	114	114	0	1,727,810.651	23,668.63905	56.333333	91.511384	162	3	3	3	0	3	3	4	4	0	4	4	0	64	64	11,834.31953	11,834.31953	32	114	64.8	44.91325	2,017.2	0	0	0	0	0	1	81	32	114	64	2	64	2	228	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
51,689	106	1	1	6	6	6	6	6	0	6	6	6	0	113,207.5472	18,867.92453	106	0	106	106	0	0	0	0	0	0	0	0	0	0	0	20	20	9,433.962264	9,433.962264	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
34,375	56	1	1	0	0	0	0	0	0	0	0	0	0	0	35,714.28571	56	0	56	56	0	0	0	0	0	0	0	0	0	0	0	32	32	17,857.14286	17,857.14286	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	349	245	0	32	0	0	0	0	0	0	0	0	BENIGN
53	60,237	2	2	68	182	34	34	34	0	91	91	91	0	4,150.273088	66.404369	20,079	34,774.38408	60,233	1	1	1	0	1	1	3	3	0	3	3	0	80	40	33.202185	33.202185	34	91	56.8	31.220186	974.7	0	0	0	0	0	1	71	34	91	80	2	68	2	182	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
39,862	73	1	1	0	0	0	0	0	0	0	0	0	0	0	27,397.26027	73	0	73	73	0	0	0	0	0	0	0	0	0	0	0	32	32	13,698.63014	13,698.63014	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	201	406	0	32	0	0	0	0	0	0	0	0	BENIGN
23,232	61	1	1	6	6	6	6	6	0	6	6	6	0	196,721.3115	32,786.88525	61	0	61	61	0	0	0	0	0	0	0	0	0	0	0	20	20	16,393.44262	16,393.44262	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	114	255	0	20	0	0	0	0	0	0	0	0	BENIGN
53	203	2	2	68	158	34	34	34	0	79	79	79	0	1,113,300.493	19,704.4335	67.666667	31.469562	104	49	49	49	0	49	49	50	50	0	50	50	0	64	64	9,852.216749	9,852.216749	34	79	52	24.647515	607.5	0	0	0	0	0	1	65	34	79	64	2	68	2	158	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	158	2	2	90	282	45	45	45	0	141	141	141	0	2,354,430.38	25,316.4557	52.666667	86.02519	152	3	3	3	0	3	3	3	3	0	3	3	0	40	40	12,658.22785	12,658.22785	45	141	83.4	52.581366	2,764.8	0	0	0	0	0	1	104.25	45	141	40	2	90	2	282	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
14,709	90	1	1	6	6	6	6	6	0	6	6	6	0	133,333.3333	22,222.22222	90	0	90	90	0	0	0	0	0	0	0	0	0	0	0	20	20	11,111.11111	11,111.11111	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	351	257	0	20	0	0	0	0	0	0	0	0	BENIGN
53	142	2	2	104	220	52	52	52	0	110	110	110	0	2,281,690.141	28,169.01408	47.333333	77.655221	137	2	3	3	0	3	3	2	2	0	2	2	0	64	64	14,084.50704	14,084.50704	52	110	75.2	31.767908	1,009.2	0	0	0	0	0	1	94	52	110	64	2	104	2	220	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	212	2	2	58	166	29	29	29	0	83	83	83	0	1,056,603.774	18,867.92453	70.666667	80.71142	160	3	49	49	0	49	49	3	3	0	3	3	0	40	40	9,433.962264	9,433.962264	29	83	50.6	29.577018	874.8	0	0	0	0	0	1	63.25	29	83	40	2	58	2	166	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
41,943	57	1	1	0	0	0	0	0	0	0	0	0	0	0	35,087.7193	57	0	57	57	0	0	0	0	0	0	0	0	0	0	0	32	32	17,543.85965	17,543.85965	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	357	333	0	32	0	0	0	0	0	0	0	0	BENIGN
53	192	2	2	82	114	41	41	41	0	57	57	57	0	1,020,833.333	20,833.33333	64	107.391806	188	1	1	1	0	1	1	3	3	0	3	3	0	64	64	10,416.66667	10,416.66667	41	57	47.4	8.763561	76.8	0	0	0	0	0	1	59.25	41	57	64	2	82	2	114	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	30,676	4	4	152	360	38	38	38	0	90	90	90	0	16,690.57243	260.790194	4,382.285714	11,409.42299	30,256	3	30,460	10,153.33333	17,580.02703	30,453	3	30,523	10,174.33333	17,539.32383	30,427	48	0	104	104	130.395097	130.395097	38	90	61.111111	27.406406	751.111111	0	0	0	0	0	1	68.75	38	90	104	4	152	4	360	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
80	7,664,820	7	5	378	11,632	378	0	54	142.870571	10,184	0	2,326.4	4,437.056321	1,566.899157	1.565594	696,801.8182	1,635,286.887	4,999,715	4	2,665,105	444,184.1667	1,087,341.174	2,663,710	4	7,664,768	1,916,192	2,409,679.573	5,002,149	99	0	232	168	0.913263	0.652331	0	10,184	923.846154	2,811.554311	7,904,837.641	0	0	1	0	0	0	1,000.833333	54	2,326.4	232	7	378	5	11,632	29,200	235	1	32	0	0	0	0	0	0	0	0	DoS GoldenEye
54,931	45	2	0	12	0	6	6	6	0	0	0	0	0	266,666.6667	44,444.44444	45	0	45	45	45	45	0	45	45	0	0	0	0	0	0	40	0	44,444.44444	0	6	6	6	0	0	0	0	0	1	0	0	9	6	0	40	2	12	0	0	23	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	118,721	1	1	47	154	47	47	47	0	154	154	154	0	1,693.045038	16.846219	118,721	0	118,721	118,721	0	0	0	0	0	0	0	0	0	0	0	32	32	8.42311	8.42311	47	154	82.666667	61.776479	3,816.333333	0	0	0	0	0	1	124	47	154	32	1	47	1	154	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	37,625	2	2	74	234	37	37	37	0	117	117	117	0	8,186.046512	106.312292	12,541.66667	21,717.60773	37,619	3	3	3	0	3	3	3	3	0	3	3	0	40	80	53.156146	53.156146	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
53	373	2	2	70	450	35	35	35	0	225	225	225	0	1,394,101.877	10,723.86059	124.333333	213.6196	371	1	1	1	0	1	1	1	1	0	1	1	0	40	40	5,361.930295	5,361.930295	35	225	111	104.067286	10,830	0	0	0	0	0	1	138.75	35	225	40	2	70	2	450	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	8,008,220	6	4	404	3,525	404	0	67.333333	164.932309	3,525	0	881.25	1,762.5	490.620887	1.248717	889,802.2222	1,692,576.536	5,003,139	3	3,005,081	601,016.2	895,370.6405	2,004,011	3	5,005,695	1,668,565	2,888,463.191	5,003,875	831	0	216	136	0.74923	0.499487	0	3,525	357.181818	1,057.613996	1,118,547.364	0	0	1	0	0	0	392.9	67.333333	881.25	216	6	404	4	3,525	29,200	235	1	32	0	0	0	0	0	0	0	0	DoS GoldenEye
53	30,574	4	2	192	226	48	48	48	0	113	113	113	0	13,671.74724	196.245176	6,114.8	10,710.75225	24,750	3	24,803	8,267.666667	14,274.13711	24,750	4	3	3	0	3	3	0	104	64	130.830117	65.415059	48	113	66.571429	31.716752	1,005.952381	0	0	0	0	0	0	77.666667	48	113	104	4	192	2	226	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
58,966	69	1	1	0	0	0	0	0	0	0	0	0	0	0	28,985.50725	69	0	69	69	0	0	0	0	0	0	0	0	0	0	0	32	32	14,492.75362	14,492.75362	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	287	1,224	0	32	0	0	0	0	0	0	0	0	BENIGN
443	32,650	1	1	6	6	6	6	6	0	6	6	6	0	367.534456	61.255743	32,650	0	32,650	32,650	0	0	0	0	0	0	0	0	0	0	0	20	20	30.627871	30.627871	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	245	11	0	20	0	0	0	0	0	0	0	0	BENIGN
49,771	176	1	1	0	0	0	0	0	0	0	0	0	0	0	11,363.63636	176	0	176	176	0	0	0	0	0	0	0	0	0	0	0	32	32	5,681.818182	5,681.818182	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	372	65,535	0	32	0	0	0	0	0	0	0	0	BENIGN
53	30,822	2	2	72	146	36	36	36	0	73	73	73	0	7,072.870028	129.777432	10,274	17,789.89384	30,816	3	3	3	0	3	3	3	3	0	3	3	0	64	64	64.888716	64.888716	36	73	50.8	20.265735	410.7	0	0	0	0	0	1	63.5	36	73	64	2	72	2	146	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
43,026	145	1	2	0	0	0	0	0	0	0	0	0	0	0	20,689.65517	72.5	101.11627	144	1	0	0	0	0	0	1	1	0	1	1	0	32	64	6,896.551724	13,793.10345	0	0	0	0	0	0	0	0	1	1	2	0	0	0	32	1	0	2	0	395	229	0	32	0	0	0	0	0	0	0	0	BENIGN
61,064	61	1	2	6	12	6	6	6	0	6	6	6	0	295,081.9672	49,180.32787	30.5	26.162951	49	12	0	0	0	0	0	49	49	0	49	49	0	20	40	16,393.44262	32,786.88525	6	6	6	0	0	0	0	0	1	1	2	8	6	6	20	1	6	2	12	245	250	0	20	0	0	0	0	0	0	0	0	BENIGN
53	47,203	2	2	68	250	34	34	34	0	125	125	125	0	6,736.859945	84.740377	15,734.33333	27,247.4686	47,197	3	3	3	0	3	3	3	3	0	3	3	0	64	64	42.370188	42.370188	34	125	70.4	49.842753	2,484.3	0	0	0	0	0	1	88	34	125	64	2	68	2	250	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	24,325	2	2	74	266	37	37	37	0	133	133	133	0	13,977.38952	164.439877	8,108.333333	14,037.98313	24,318	3	3	3	0	3	3	4	4	0	4	4	0	64	80	82.219938	82.219938	37	133	75.4	52.581366	2,764.8	0	0	0	0	0	1	94.25	37	133	64	2	74	2	266	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	179	2	2	86	242	43	43	43	0	121	121	121	0	1,832,402.235	22,346.36872	59.666667	98.149546	173	3	3	3	0	3	3	3	3	0	3	3	0	40	40	11,173.18436	11,173.18436	43	121	74.2	42.722359	1,825.2	0	0	0	0	0	1	92.75	43	121	40	2	86	2	242	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
49,934	19	1	1	6	6	6	6	6	0	6	6	6	0	631,578.9474	105,263.1579	19	0	19	19	0	0	0	0	0	0	0	0	0	0	0	20	20	52,631.57895	52,631.57895	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	16,616	63,768	0	20	0	0	0	0	0	0	0	0	BENIGN
53	232	2	2	96	180	48	48	48	0	90	90	90	0	1,189,655.172	17,241.37931	77.333333	49.074773	134	49	49	49	0	49	49	49	49	0	49	49	0	64	80	8,620.689655	8,620.689655	48	90	64.8	23.004347	529.2	0	0	0	0	0	1	81	48	90	64	2	96	2	180	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
43,831	13	1	1	0	0	0	0	0	0	0	0	0	0	0	153,846.1538	13	0	13	13	0	0	0	0	0	0	0	0	0	0	0	32	32	76,923.07692	76,923.07692	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	349	260	0	32	0	0	0	0	0	0	0	0	BENIGN
51,212	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	1	1	0	0	0	32	1	0	1	0	122	402	0	32	0	0	0	0	0	0	0	0	BENIGN
80	7,667,381	4	4	407	3,525	407	0	101.75	203.5	3,525	0	881.25	1,762.5	512.821784	1.043381	1,095,340.143	1,988,255.712	5,002,796	20	2,664,585	888,195	1,537,638.502	2,663,707	316	7,667,361	2,555,787	2,503,188.936	5,003,865	906	0	136	136	0.521691	0.521691	0	3,525	436.888889	1,165.838051	1,359,178.361	0	0	1	0	0	1	491.5	101.75	881.25	136	4	407	4	3,525	29,200	235	1	32	0	0	0	0	0	0	0	0	DoS GoldenEye
53	32,049	2	2	76	356	38	38	38	0	178	178	178	0	13,479.35973	124.808886	10,683	18,500.0347	32,045	1	1	1	0	1	1	3	3	0	3	3	0	40	64	62.404443	62.404443	38	178	94	76.681158	5,880	0	0	0	0	0	1	117.5	38	178	40	2	76	2	356	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	23,859	1	1	6	6	6	6	6	0	6	6	6	0	502.95486	83.82581	23,859	0	23,859	23,859	0	0	0	0	0	0	0	0	0	0	0	20	20	41.912905	41.912905	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	2,502	250	0	20	0	0	0	0	0	0	0	0	BENIGN
49,669	50,487	2	1	12	6	6	6	6	0	6	6	6	0	356.527423	59.421237	25,243.5	35,636.06045	50,442	45	50,487	50,487	0	50,487	50,487	0	0	0	0	0	0	40	20	39.614158	19.807079	6	6	6	0	0	0	0	0	1	1	0	8	6	6	40	2	12	1	6	472	250	1	20	0	0	0	0	0	0	0	0	BENIGN

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