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 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	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	54,904	2	2	90	354	45	45	45	0	177	177	177	0	8,086.842489	72.854437	18,301.33333	31,655.54626	54,854	2	48	48	0	48	48	2	2	0	2	2	64	64	36.427218	36.427218	45	177	97.8	72.299378	5,227.2	0	0	0	0	1	122.25	45	177	64	2	90	2	354	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	85,280	2	2	58	382	29	29	29	0	191	191	191	0	5,159.474672	46.904315	28,426.66667	49,191.40256	85,228	4	48	48	0	48	48	4	4	0	4	4	40	40	23.452158	23.452158	29	191	93.8	88.731054	7,873.2	0	0	0	0	1	117.25	29	191	40	2	58	2	382	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	173,239	7	7	284	3,904	191	0	40.571429	74.841738	1,418	0	557.714286	635.859711	24,174.69507	80.813212	13,326.07692	18,380.0812	42,203	1	173,239	28,873.16667	29,227.49202	72,343	319	101,247	16,874.5	24,632.52403	54,235	187	232	232	40.406606	40.406606	0	1,418	279.2	498.502214	248,504.4571	0	1	0	0	1	299.142857	40.571429	557.714286	232	7	284	7	3,904	29,200	340	2	32	0	0	0	0	0	0	0	0	BENIGN
53	271,324	2	2	128	218	64	64	64	0	109	109	109	0	1,275.228141	14.742522	90,441.33333	156,642.0562	271,316	4	4	4	0	4	4	4	4	0	4	4	40	64	7.371261	7.371261	64	109	82	24.647515	607.5	0	0	0	0	1	102.5	64	109	40	2	128	2	218	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	65,321,159	181	269	7,334	267,793	245	0	40.519337	55.903845	2,860	0	995.513011	670.16007	4,211.912407	6.889039	145,481.4232	2,618,493.581	55,200,000	1	65,300,000	362,895.3278	4,139,035.066	55,200,000	17	10,100,000	37,799.89925	385,744.9712	6,262,325	1	3,632	5,392	2.770925	4.118114	0	2,860	610.037694	699.167725	488,835.5075	0	1	0	0	1	611.393333	40.519337	995.513011	3,632	181	7,334	269	267,793	8,192	418	180	20	1,970,875.5	1,780,704.886	3,230,024	711,727	30,700,000	34,600,000	55,200,000	6,225,648	BENIGN
53	23,699	2	2	70	102	35	35	35	0	51	51	51	0	7,257.690198	168.783493	7,899.666667	13,676.56186	23,692	3	4	4	0	4	4	3	3	0	3	3	40	40	84.391746	84.391746	35	51	41.4	8.763561	76.8	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	208	2	2	104	220	52	52	52	0	110	110	110	0	1,557,692.308	19,230.76923	69.333333	77.52634	155	4	4	4	0	4	4	49	49	0	49	49	80	80	9,615.384615	9,615.384615	52	110	75.2	31.767908	1,009.2	0	0	0	0	1	94	52	110	80	2	104	2	220	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	323	2	2	60	264	30	30	30	0	132	132	132	0	1,003,095.975	12,383.90093	107.666667	90.941373	174	4	4	4	0	4	4	174	174	0	174	174	64	64	6,191.950464	6,191.950464	30	132	70.8	55.867701	3,121.2	0	0	0	0	1	88.5	30	132	64	2	60	2	264	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	72,916	2	2	94	474	47	47	47	0	237	237	237	0	7,789.785507	54.857644	24,305.33333	42,092.01005	72,909	3	3	3	0	3	3	4	4	0	4	4	104	64	27.428822	27.428822	47	237	123	104.067286	10,830	0	0	0	0	1	153.75	47	237	104	2	94	2	474	-1	-1	1	52	0	0	0	0	0	0	0	0	BENIGN
53	8,238,005	6	6	396	1,118	79	40	66	20.139513	207	145	186.333333	32.016662	183.78236	1.456663	748,909.5455	2,462,987.905	8,175,003	1	8,237,640	1,647,528	3,666,127.242	8,205,649	1	8,207,403	1,641,480.6	3,652,514.349	8,175,250	48	120	120	0.728332	0.728332	40	207	119.538462	69.190095	4,787.269231	0	0	0	0	1	129.5	66	186.333333	120	6	396	6	1,118	-1	-1	5	20	30,650	0	30,650	30,650	8,175,003	0	8,175,003	8,175,003	BENIGN
53	31,120	2	2	66	180	33	33	33	0	90	90	90	0	7,904.884319	128.534704	10,373.33333	17,961.94422	31,114	3	3	3	0	3	3	3	3	0	3	3	64	80	64.267352	64.267352	33	90	55.8	31.220186	974.7	0	0	0	0	1	69.75	33	90	64	2	66	2	180	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	322	2	2	88	120	44	44	44	0	60	60	60	0	645,962.7329	12,422.36025	107.333333	184.174736	320	1	1	1	0	1	1	1	1	0	1	1	40	40	6,211.180124	6,211.180124	44	60	50.4	8.763561	76.8	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	31,007	2	2	66	222	33	33	33	0	111	111	111	0	9,288.225239	129.003128	10,335.66667	17,856.88003	30,955	4	48	48	0	48	48	4	4	0	4	4	40	40	64.501564	64.501564	33	111	64.2	42.722359	1,825.2	0	0	0	0	1	80.25	33	111	40	2	66	2	222	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
50,224	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	40	0	666,666.6667	0	6	6	6	0	0	1	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	185	2	2	64	96	32	32	32	0	48	48	48	0	864,864.8649	21,621.62162	61.666667	66.905406	134	2	2	2	0	2	2	49	49	0	49	49	64	64	10,810.81081	10,810.81081	32	48	38.4	8.763561	76.8	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
80	38,935	1	1	0	0	0	0	0	0	0	0	0	0	0	51.367664	38,935	0	38,935	38,935	0	0	0	0	0	0	0	0	0	0	32	32	25.683832	25.683832	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	256	939	0	32	0	0	0	0	0	0	0	0	BENIGN
53	97,048	2	2	86	332	43	43	43	0	166	166	166	0	4,307.146979	41.216718	32,349.33333	56,024.62675	97,041	3	3	3	0	3	3	4	4	0	4	4	64	40	20.608359	20.608359	43	166	92.2	67.369875	4,538.7	0	0	0	0	1	115.25	43	166	64	2	86	2	332	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	337	2	2	80	376	40	40	40	0	188	188	188	0	1,353,115.727	11,869.4362	112.333333	153.936134	288	1	1	1	0	1	1	48	48	0	48	48	64	64	5,934.718101	5,934.718101	40	188	99.2	81.062939	6,571.2	0	0	0	0	1	124	40	188	64	2	80	2	376	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	180	2	2	54	86	27	27	27	0	43	43	43	0	777,777.7778	22,222.22222	60	62.864935	128	4	4	4	0	4	4	48	48	0	48	48	40	40	11,111.11111	11,111.11111	27	43	33.4	8.763561	76.8	0	0	0	0	1	41.75	27	43	40	2	54	2	86	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	8,558,962	9	6	377	11,680	377	0	41.888889	125.666667	7,240	0	1,946.666667	3,129.616633	1,408.698859	1.752549	611,354.4286	1,575,483.167	4,987,642	3	3,571,320	446,415	1,255,957.184	3,554,725	3	8,558,904	1,711,780.8	2,390,521.154	4,988,523	150	308	200	1.051529	0.70102	0	7,240	753.5625	2,045.580503	4,184,399.596	0	1	0	0	0	803.8	41.888889	1,946.666667	308	9	377	6	11,680	29,200	235	1	32	0	0	0	0	0	0	0	0	DoS GoldenEye
80	8,556,483	7	5	376	11,632	376	0	53.714286	142.114642	5,840	0	2,326.4	3,185.599598	1,403.380337	1.402445	777,862.0909	1,760,251.595	5,003,240	39	3,553,243	592,207.1667	1,449,831.347	3,551,663	205	8,556,435	2,139,108.75	2,539,774.02	5,004,627	156	232	168	0.818093	0.584352	0	5,840	923.692308	2,173.755252	4,725,211.897	0	1	0	0	0	1,000.666667	53.714286	2,326.4	232	7	376	5	11,632	29,200	235	1	32	0	0	0	0	0	0	0	0	DoS GoldenEye
53	53,675	1	1	44	80	44	44	44	0	80	80	80	0	2,310.200279	37.261295	53,675	0	53,675	53,675	0	0	0	0	0	0	0	0	0	0	32	32	18.630647	18.630647	44	80	56	20.78461	432	0	0	0	0	1	84	44	80	32	1	44	1	80	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
52,319	60	1	1	0	0	0	0	0	0	0	0	0	0	0	33,333.33333	60	0	60	60	0	0	0	0	0	0	0	0	0	0	32	32	16,666.66667	16,666.66667	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	123	245	0	32	0	0	0	0	0	0	0	0	BENIGN
51,489	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	20	20	26,315.78947	26,315.78947	6	6	6	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	115	16,188	0	20	0	0	0	0	0	0	0	0	BENIGN
53	249	2	2	74	178	37	37	37	0	89	89	89	0	1,012,048.193	16,064.25703	83	142.028166	247	1	1	1	0	1	1	1	1	0	1	1	80	80	8,032.128514	8,032.128514	37	89	57.8	28.481573	811.2	0	0	0	0	1	72.25	37	89	80	2	74	2	178	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	33,597	2	2	90	122	45	45	45	0	61	61	61	0	6,310.08721	119.058249	11,199	19,390.30879	33,589	4	4	4	0	4	4	4	4	0	4	4	64	64	59.529125	59.529125	45	61	51.4	8.763561	76.8	0	0	0	0	1	64.25	45	61	64	2	90	2	122	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	217	2	2	70	444	35	35	35	0	222	222	222	0	2,368,663.594	18,433.17972	72.333333	118.356805	209	4	4	4	0	4	4	4	4	0	4	4	40	40	9,216.589862	9,216.589862	35	222	109.8	102.424118	10,490.7	0	0	0	0	1	137.25	35	222	40	2	70	2	444	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	49,252	2	2	84	260	42	42	42	0	130	130	130	0	6,984.48794	81.214976	16,417.33333	28,393.22994	49,203	1	1	1	0	1	1	48	48	0	48	48	80	64	40.607488	40.607488	42	130	77.2	48.199585	2,323.2	0	0	0	0	1	96.5	42	130	80	2	84	2	260	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	211	2	2	80	112	40	40	40	0	56	56	56	0	909,952.6066	18,957.34597	70.333333	37.819748	114	48	49	49	0	49	49	48	48	0	48	48	64	64	9,478.672986	9,478.672986	40	56	46.4	8.763561	76.8	0	0	0	0	1	58	40	56	64	2	80	2	112	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	198	2	2	66	252	33	33	33	0	126	126	126	0	1,606,060.606	20,202.0202	66	73.668175	147	3	3	3	0	3	3	48	48	0	48	48	40	40	10,101.0101	10,101.0101	33	126	70.2	50.938198	2,594.7	0	0	0	0	1	87.75	33	126	40	2	66	2	252	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
52,056	35	1	1	6	6	6	6	6	0	6	6	6	0	342,857.1429	57,142.85714	35	0	35	35	0	0	0	0	0	0	0	0	0	0	20	20	28,571.42857	28,571.42857	6	6	6	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	123	16,231	0	20	0	0	0	0	0	0	0	0	BENIGN
80	35,925	1	1	6	6	6	6	6	0	6	6	6	0	334.029228	55.671538	35,925	0	35,925	35,925	0	0	0	0	0	0	0	0	0	0	20	20	27.835769	27.835769	6	6	6	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	237	60	0	20	0	0	0	0	0	0	0	0	BENIGN
53	161,996	4	2	108	182	27	27	27	0	91	91	91	0	1,790.167658	37.037952	32,399.2	56,746.91734	131,069	4	30,923	10,307.66667	17,770.26394	30,827	48	4	4	0	4	4	128	64	24.691968	12.345984	27	91	45.285714	31.228802	975.238095	0	0	0	0	0	52.833333	27	91	128	4	108	2	182	-1	-1	3	32	0	0	0	0	0	0	0	0	BENIGN
53	215	2	2	58	166	29	29	29	0	83	83	83	0	1,041,860.465	18,604.65116	71.666667	82.802979	164	4	4	4	0	4	4	47	47	0	47	47	64	52	9,302.325581	9,302.325581	29	83	50.6	29.577018	874.8	0	0	0	0	1	63.25	29	83	64	2	58	2	166	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
21,293	25	1	1	6	6	6	6	6	0	6	6	6	0	480,000	80,000	25	0	25	25	0	0	0	0	0	0	0	0	0	0	20	20	40,000	40,000	6	6	6	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
39,681	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	32	32	17,857.14286	17,857.14286	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	404	1,324	0	32	0	0	0	0	0	0	0	0	BENIGN
50,225	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	40	0	500,000	0	6	6	6	0	0	1	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
49,208	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	32	32	17,857.14286	17,857.14286	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	377	408	0	32	0	0	0	0	0	0	0	0	BENIGN
53	61,830	2	2	68	428	34	34	34	0	214	214	214	0	8,021.995795	64.693514	20,610	35,692.37099	61,824	3	3	3	0	3	3	3	3	0	3	3	40	40	32.346757	32.346757	34	214	106	98.59006	9,720	0	0	0	0	1	132.5	34	214	40	2	68	2	428	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	210	2	2	80	112	40	40	40	0	56	56	56	0	914,285.7143	19,047.61905	70	80.579154	159	2	49	49	0	49	49	2	2	0	2	2	40	40	9,523.809524	9,523.809524	40	56	46.4	8.763561	76.8	0	0	0	0	1	58	40	56	40	2	80	2	112	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
54,607	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	40	0	500,000	0	6	6	6	0	0	0	0	1	0	0	9	6	0	40	2	12	0	0	131	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	186	2	2	74	262	37	37	37	0	131	131	131	0	1,806,451.613	21,505.37634	62	66.121101	134	4	4	4	0	4	4	48	48	0	48	48	64	64	10,752.68817	10,752.68817	37	131	74.6	51.48592	2,650.8	0	0	0	0	1	93.25	37	131	64	2	74	2	262	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	199	2	2	96	180	48	48	48	0	90	90	90	0	1,386,934.673	20,100.50251	66.333333	73.241609	147	4	48	48	0	48	48	4	4	0	4	4	64	64	10,050.25126	10,050.25126	48	90	64.8	23.004347	529.2	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
60,392	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	20	20	52,631.57895	52,631.57895	6	6	6	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	125	16,173	0	20	0	0	0	0	0	0	0	0	BENIGN
53	23,793	2	2	96	218	48	48	48	0	109	109	109	0	13,197.15883	168.116673	7,931	13,730.83279	23,786	3	4	4	0	4	4	3	3	0	3	3	64	40	84.058336	84.058336	48	109	72.4	33.411076	1,116.3	0	0	0	0	1	90.5	48	109	64	2	96	2	218	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	61,156	2	2	66	322	33	33	33	0	161	161	161	0	6,344.430636	65.406501	20,385.33333	35,303.23691	61,150	3	3	3	0	3	3	3	3	0	3	3	40	64	32.703251	32.703251	33	161	84.2	70.108487	4,915.2	0	0	0	0	1	105.25	33	161	40	2	66	2	322	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	48,163	2	2	66	500	33	33	33	0	250	250	250	0	11,751.75965	83.051305	16,054.33333	27,723.78259	48,067	47	49	49	0	49	49	47	47	0	47	47	64	40	41.525652	41.525652	33	250	119.8	118.855795	14,126.7	0	0	0	0	1	149.75	33	250	64	2	66	2	500	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	226	2	2	70	326	35	35	35	0	163	163	163	0	1,752,212.389	17,699.11504	75.333333	89.455762	175	2	49	49	0	49	49	2	2	0	2	2	80	80	8,849.557522	8,849.557522	35	163	86.2	70.108487	4,915.2	0	0	0	0	1	107.75	35	163	80	2	70	2	326	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	243	2	2	74	558	37	37	37	0	279	279	279	0	2,600,823.045	16,460.90535	81	98	191	3	3	3	0	3	3	49	49	0	49	49	40	40	8,230.452675	8,230.452675	37	279	133.8	132.548859	17,569.2	0	0	0	0	1	167.25	37	279	40	2	74	2	558	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	23,803	2	2	56	88	28	28	28	0	44	44	44	0	6,049.657606	168.046045	7,934.333333	13,736.60629	23,796	3	4	4	0	4	4	3	3	0	3	3	40	64	84.023022	84.023022	28	44	34.4	8.763561	76.8	0	0	0	0	1	43	28	44	40	2	56	2	88	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	332	2	2	84	370	42	42	42	0	185	185	185	0	1,367,469.88	12,048.19277	110.666667	187.356167	327	1	1	1	0	1	1	4	4	0	4	4	64	64	6,024.096386	6,024.096386	42	185	99.2	78.324326	6,134.7	0	0	0	0	1	124	42	185	64	2	84	2	370	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	30,993	2	2	74	106	37	37	37	0	53	53	53	0	5,807.763043	129.061401	10,331	17,888.62074	30,987	3	3	3	0	3	3	3	3	0	3	3	40	40	64.5307	64.5307	37	53	43.4	8.763561	76.8	0	0	0	0	1	54.25	37	53	40	2	74	2	106	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
54,244	13	1	1	6	6	6	6	6	0	6	6	6	0	923,076.9231	153,846.1538	13	0	13	13	0	0	0	0	0	0	0	0	0	0	20	20	76,923.07692	76,923.07692	6	6	6	0	0	0	0	1	0	1	9	6	6	20	1	6	1	6	33	0	0	20	0	0	0	0	0	0	0	0	BENIGN
53	32,886	2	2	68	138	34	34	34	0	69	69	69	0	6,264.063735	121.632306	10,962	18,942.58702	32,835	3	48	48	0	48	48	3	3	0	3	3	88	64	60.816153	60.816153	34	69	48	19.17029	367.5	0	0	0	0	1	60	34	69	88	2	68	2	138	-1	-1	1	44	0	0	0	0	0	0	0	0	BENIGN
17,664	70	1	1	6	6	6	6	6	0	6	6	6	0	171,428.5714	28,571.42857	70	0	70	70	0	0	0	0	0	0	0	0	0	0	20	20	14,285.71429	14,285.71429	6	6	6	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	946	256	0	20	0	0	0	0	0	0	0	0	BENIGN
53	175	2	2	78	134	39	39	39	0	67	67	67	0	1,211,428.571	22,857.14286	58.333333	98.439491	172	1	1	1	0	1	1	2	2	0	2	2	64	64	11,428.57143	11,428.57143	39	67	50.2	15.336232	235.2	0	0	0	0	1	62.75	39	67	64	2	78	2	134	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	96,689	2	2	84	182	42	42	42	0	91	91	91	0	2,751.088542	41.369753	32,229.66667	55,820.82212	96,686	0	0	0	0	0	0	3	3	0	3	3	64	64	20.684876	20.684876	42	91	61.6	26.838405	720.3	0	0	0	0	1	77	42	91	64	2	84	2	182	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	31,271	2	2	60	214	30	30	30	0	107	107	107	0	8,762.111861	127.914042	10,423.66667	17,972.04786	31,176	47	47	47	0	47	47	48	48	0	48	48	64	64	63.957021	63.957021	30	107	60.8	42.174637	1,778.7	0	0	0	0	1	76	30	107	64	2	60	2	214	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
55,336	191	1	1	6	6	6	6	6	0	6	6	6	0	62,827.22513	10,471.20419	191	0	191	191	0	0	0	0	0	0	0	0	0	0	20	20	5,235.602094	5,235.602094	6	6	6	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
56,781	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	32	32	15,625	15,625	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	130	754	0	32	0	0	0	0	0	0	0	0	BENIGN
53	216	2	2	82	254	41	41	41	0	127	127	127	0	1,555,555.556	18,518.51852	72	40.706265	119	48	49	49	0	49	49	48	48	0	48	48	64	64	9,259.259259	9,259.259259	41	127	75.4	47.10414	2,218.8	0	0	0	0	1	94.25	41	127	64	2	82	2	254	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
55,852	23	1	1	0	0	0	0	0	0	0	0	0	0	0	86,956.52174	23	0	23	23	0	0	0	0	0	0	0	0	0	0	32	32	43,478.26087	43,478.26087	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	3	229	0	32	0	0	0	0	0	0	0	0	BENIGN
80	8,318,301	7	6	353	11,632	353	0	50.428571	133.421459	5,792	0	1,938.666667	2,544.918912	1,440.799029	1.562819	693,191.75	1,657,919.24	5,003,048	14	3,315,253	552,542.1667	1,352,667.929	3,313,664	223	8,318,278	1,663,655.6	2,354,936.88	5,005,029	14	232	200	0.841518	0.721301	0	5,792	856.071429	1,856.345146	3,446,017.302	0	1	0	0	0	921.923077	50.428571	1,938.666667	232	7	353	6	11,632	29,200	235	1	32	0	0	0	0	0	0	0	0	DoS GoldenEye
53	170	2	2	80	144	40	40	40	0	72	72	72	0	1,317,647.059	23,529.41176	56.666667	48.232078	109	14	14	14	0	14	14	47	47	0	47	47	40	40	11,764.70588	11,764.70588	40	72	52.8	17.527122	307.2	0	0	0	0	1	66	40	72	40	2	80	2	144	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
49,722	1	1	1	6	6	6	6	6	0	6	6	6	0	12,000,000	2,000,000	1	0	1	1	0	0	0	0	0	0	0	0	0	0	20	20	1,000,000	1,000,000	6	6	6	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	31,716	63,337	0	20	0	0	0	0	0	0	0	0	BENIGN
36,380	57	1	1	6	6	6	6	6	0	6	6	6	0	210,526.3158	35,087.7193	57	0	57	57	0	0	0	0	0	0	0	0	0	0	20	20	17,543.85965	17,543.85965	6	6	6	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	5,804	29,200	0	20	0	0	0	0	0	0	0	0	BENIGN
53	30,512	2	2	84	252	42	42	42	0	126	126	126	0	11,012.06083	131.095962	10,170.66667	17,612.64743	30,508	0	0	0	0	0	0	4	4	0	4	4	40	64	65.547981	65.547981	42	126	75.6	46.008695	2,116.8	0	0	0	0	1	94.5	42	126	40	2	84	2	252	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	31,223	2	2	66	500	33	33	33	0	250	250	250	0	18,127.6623	128.110688	10,407.66667	18,020.54528	31,216	3	4	4	0	4	4	3	3	0	3	3	88	64	64.055344	64.055344	33	250	119.8	118.855795	14,126.7	0	0	0	0	1	149.75	33	250	88	2	66	2	500	-1	-1	1	44	0	0	0	0	0	0	0	0	BENIGN
80	57,082	1	1	0	0	0	0	0	0	0	0	0	0	0	35.037315	57,082	0	57,082	57,082	0	0	0	0	0	0	0	0	0	0	32	32	17.518657	17.518657	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	257	939	0	32	0	0	0	0	0	0	0	0	BENIGN
53	31,363	2	2	86	204	43	43	43	0	102	102	102	0	9,246.564423	127.53882	10,454.33333	18,103.97242	31,359	1	3	3	0	3	3	1	1	0	1	1	64	64	63.76941	63.76941	43	102	66.6	32.315631	1,044.3	0	0	0	0	1	83.25	43	102	64	2	86	2	204	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
3,268	109,249,705	26	15	3,346	7,042	1,305	0	128.692308	349.891957	2,910	0	469.466667	832.608025	95.084925	0.375287	2,731,242.625	17,200,000	109,000,000	3	109,000,000	4,369,985.28	21,800,000	109,000,000	3	109,000,000	7,803,546.429	29,200,000	109,000,000	3	856	472	0.237987	0.1373	0	2,910	247.333333	582.953065	339,834.2764	0	1	0	0	0	253.365854	128.692308	469.466667	856	26	3,346	15	7,042	65,535	0	12	32	158,758	0	158,758	158,758	109,000,000	0	109,000,000	109,000,000	BENIGN
57,648	10	1	1	6	6	6	6	6	0	6	6	6	0	1,200,000	200,000	10	0	10	10	0	0	0	0	0	0	0	0	0	0	20	20	100,000	100,000	6	6	6	0	0	0	0	1	0	1	9	6	6	20	1	6	1	6	4,841	63,155	0	20	0	0	0	0	0	0	0	0	BENIGN
389	128	2	2	104	178	52	52	52	0	89	89	89	0	2,203,125	31,250	42.666667	37.68731	78	3	3	3	0	3	3	47	47	0	47	47	40	40	15,625	15,625	52	89	66.8	20.265735	410.7	0	0	0	0	1	83.5	52	89	40	2	104	2	178	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	168	2	2	86	204	43	43	43	0	102	102	102	0	1,726,190.476	23,809.52381	56	57.419509	117	3	3	3	0	3	3	48	48	0	48	48	64	64	11,904.7619	11,904.7619	43	102	66.6	32.315631	1,044.3	0	0	0	0	1	83.25	43	102	64	2	86	2	204	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	23,944	2	2	72	328	36	36	36	0	164	164	164	0	16,705.64651	167.056465	7,981.333333	13,778.19387	23,891	4	4	4	0	4	4	49	49	0	49	49	64	40	83.528233	83.528233	36	164	87.2	70.108487	4,915.2	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
80	8,410,883	5	4	539	3,525	539	0	107.8	241.048128	3,525	0	881.25	1,762.5	483.183514	1.070042	1,051,360.375	1,992,477.681	5,003,962	47	3,406,921	851,730.25	1,702,602.507	3,405,634	236	8,410,836	2,803,612	2,555,717.085	5,005,107	879	168	136	0.594468	0.475574	0	3,525	406.4	1,108.77993	1,229,392.933	0	1	0	0	0	451.555556	107.8	881.25	168	5	539	4	3,525	29,200	235	1	32	0	0	0	0	0	0	0	0	DoS GoldenEye
443	148,826	1	1	0	0	0	0	0	0	0	0	0	0	0	13.438512	148,826	0	148,826	148,826	0	0	0	0	0	0	0	0	0	0	32	32	6.719256	6.719256	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	554	243	0	32	0	0	0	0	0	0	0	0	BENIGN
53	30,496	4	4	168	232	42	42	42	0	58	58	58	0	13,116.47429	262.329486	4,356.571429	11,393.74308	30,195	4	30,360	10,120	17,521.42597	30,352	4	30,383	10,127.66667	17,458.49479	30,287	48	80	80	131.164743	131.164743	42	58	49.111111	8.43274	71.111111	0	0	0	0	1	55.25	42	58	80	4	168	4	232	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
44,178	62	1	1	0	0	0	0	0	0	0	0	0	0	0	32,258.06452	62	0	62	62	0	0	0	0	0	0	0	0	0	0	32	32	16,129.03226	16,129.03226	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
53	207	2	2	72	386	36	36	36	0	193	193	193	0	2,212,560.386	19,323.6715	69	71.582121	149	11	11	11	0	11	11	47	47	0	47	47	80	80	9,661.835749	9,661.835749	36	193	98.8	85.992442	7,394.7	0	0	0	0	1	123.5	36	193	80	2	72	2	386	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	47,009	2	2	70	244	35	35	35	0	122	122	122	0	6,679.571997	85.090089	15,669.66667	27,135.46265	47,003	3	3	3	0	3	3	3	3	0	3	3	64	40	42.545045	42.545045	35	122	69.8	47.651863	2,270.7	0	0	0	0	1	87.25	35	122	64	2	70	2	244	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
80	1,665,845	3	1	12	0	6	0	4	3.464102	0	0	0	0	7.203551	2.401184	555,281.6667	929,789.7896	1,628,697	35	1,665,845	832,922.5	1,125,395.09	1,628,697	37,148	0	0	0	0	0	72	32	1.800888	0.600296	0	6	2.4	3.286335	10.8	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
33,486	87	1	1	0	0	0	0	0	0	0	0	0	0	0	22,988.50575	87	0	87	87	0	0	0	0	0	0	0	0	0	0	32	32	11,494.25287	11,494.25287	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	283	229	0	32	0	0	0	0	0	0	0	0	BENIGN
53	333	2	2	66	528	33	33	33	0	264	264	264	0	1,783,783.784	12,012.01201	111	185.329436	325	4	4	4	0	4	4	4	4	0	4	4	64	64	6,006.006006	6,006.006006	33	264	125.4	126.523911	16,008.3	0	0	0	0	1	156.75	33	264	64	2	66	2	528	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	46,861	2	2	78	254	39	39	39	0	127	127	127	0	7,084.782655	85.358827	15,620.33333	27,011.91949	46,811	2	48	48	0	48	48	2	2	0	2	2	40	40	42.679414	42.679414	39	127	74.2	48.199585	2,323.2	0	0	0	0	1	92.75	39	127	40	2	78	2	254	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	24,023	2	2	142	306	71	71	71	0	153	153	153	0	18,648.7949	166.507097	8,007.666667	13,864.48936	24,017	3	3	3	0	3	3	3	3	0	3	3	64	40	83.253549	83.253549	71	153	103.8	44.91325	2,017.2	0	0	0	0	1	129.75	71	153	64	2	142	2	306	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	206	2	2	70	166	35	35	35	0	83	83	83	0	1,145,631.068	19,417.47573	68.666667	112.005952	198	4	4	4	0	4	4	4	4	0	4	4	64	64	9,708.737864	9,708.737864	35	83	54.2	26.290683	691.2	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	73,068	2	2	74	230	37	37	37	0	115	115	115	0	4,160.50802	54.743527	24,356	42,181.49935	73,063	2	2	2	0	2	2	3	3	0	3	3	64	64	27.371763	27.371763	37	115	68.2	42.722359	1,825.2	0	0	0	0	1	85.25	37	115	64	2	74	2	230	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
51,413	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	32	32	15,151.51515	15,151.51515	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	332	32,832	0	32	0	0	0	0	0	0	0	0	BENIGN
80	224,622	1	1	6	6	6	6	6	0	6	6	6	0	53.423084	8.903847	224,622	0	224,622	224,622	0	0	0	0	0	0	0	0	0	0	20	20	4.451924	4.451924	6	6	6	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	251	4,765	0	20	0	0	0	0	0	0	0	0	BENIGN
56,240	35	1	1	6	6	6	6	6	0	6	6	6	0	342,857.1429	57,142.85714	35	0	35	35	0	0	0	0	0	0	0	0	0	0	20	20	28,571.42857	28,571.42857	6	6	6	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	1,013	16,425	0	20	0	0	0	0	0	0	0	0	BENIGN
53	4,879,294	4	4	208	402	62	42	52	11.547005	143	58	100.5	49.074773	125.018087	1.639581	697,042	1,827,525.741	4,841,358	3	4,879,151	1,626,383.667	2,816,973.947	4,879,145	3	4,841,508	1,613,836	2,795,239.885	4,841,501	3	128	104	0.819791	0.819791	42	143	74.666667	39.544279	1,563.75	0	0	0	0	1	84	52	100.5	128	4	208	4	402	-1	-1	3	32	0	0	0	0	0	0	0	0	BENIGN
53	234	2	2	64	158	32	32	32	0	79	79	79	0	948,717.9487	17,094.01709	78	94.88414	184	1	1	1	0	1	1	49	49	0	49	49	40	40	8,547.008547	8,547.008547	32	79	50.8	25.74296	662.7	0	0	0	0	1	63.5	32	79	40	2	64	2	158	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	209	2	2	64	96	32	32	32	0	48	48	48	0	765,550.2392	19,138.75598	69.666667	82.373135	161	1	1	1	0	1	1	47	47	0	47	47	40	40	9,569.37799	9,569.37799	32	48	38.4	8.763561	76.8	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
53	75,627	2	2	60	344	30	30	30	0	172	172	172	0	5,342.007484	52.891163	25,209	43,651.14464	75,613	3	11	11	0	11	11	3	3	0	3	3	64	64	26.445582	26.445582	30	172	86.8	77.776603	6,049.2	0	0	0	0	1	108.5	30	172	64	2	60	2	344	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
35,974	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	32	32	71,428.57143	71,428.57143	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	972	412	0	32	0	0	0	0	0	0	0	0	BENIGN
48,197	23	1	1	0	0	0	0	0	0	0	0	0	0	0	86,956.52174	23	0	23	23	0	0	0	0	0	0	0	0	0	0	32	32	43,478.26087	43,478.26087	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	114	229	0	32	0	0	0	0	0	0	0	0	BENIGN
53	194	2	2	84	116	42	42	42	0	58	58	58	0	1,030,927.835	20,618.5567	64.666667	70.493499	142	4	48	48	0	48	48	4	4	0	4	4	40	40	10,309.27835	10,309.27835	42	58	48.4	8.763561	76.8	0	0	0	0	1	60.5	42	58	40	2	84	2	116	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	8,317,147	8	6	376	11,632	376	0	47	132.936075	5,792	0	1,938.666667	2,544.918912	1,443.76431	1.68327	639,780.5385	1,598,591.34	5,002,398	47	3,314,749	473,535.5714	1,251,540.714	3,311,763	224	8,317,100	1,663,420	2,354,629.8	5,004,884	153	264	200	0.961868	0.721401	0	5,792	800.533333	1,802.026711	3,247,300.267	0	1	0	0	0	857.714286	47	1,938.666667	264	8	376	6	11,632	29,200	235	1	32	0	0	0	0	0	0	0	0	DoS GoldenEye
43,750	52	1	1	0	0	0	0	0	0	0	0	0	0	0	38,461.53846	52	0	52	52	0	0	0	0	0	0	0	0	0	0	32	32	19,230.76923	19,230.76923	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	939	274	0	32	0	0	0	0	0	0	0	0	BENIGN

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