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
443	23,906	1	1	0	0	0	0	0	0	0	0	0	0	0	83.661006	23,906	0	23,906	23,906	0	0	0	0	0	0	0	0	0	0	0	32	32	41.830503	41.830503	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	1,142	61	0	32	0	0	0	0	0	0	0	0	BENIGN
53	177	2	2	130	322	65	65	65	0	161	161	161	0	2,553,672.316	22,598.87006	59	96.994845	171	3	3	3	0	3	3	3	3	0	3	3	0	40	40	11,299.43503	11,299.43503	65	161	103.4	52.581366	2,764.8	0	0	0	0	0	1	129.25	65	161	40	2	130	2	322	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	278	2	2	120	376	60	60	60	0	188	188	188	0	1,784,172.662	14,388.48921	92.666667	118.491913	227	3	3	3	0	3	3	48	48	0	48	48	0	64	64	7,194.244604	7,194.244604	60	188	111.2	70.108487	4,915.2	0	0	0	0	0	1	139	60	188	64	2	120	2	376	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	179	2	2	72	246	36	36	36	0	123	123	123	0	1,776,536.313	22,346.36872	59.666667	97.284805	172	3	4	4	0	4	4	3	3	0	3	3	0	64	64	11,173.18436	11,173.18436	36	123	70.8	47.651863	2,270.7	0	0	0	0	0	1	88.5	36	123	64	2	72	2	246	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
35,578	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	118	342	0	32	0	0	0	0	0	0	0	0	BENIGN
53	39,932	2	2	86	200	43	43	43	0	100	100	100	0	7,162.175699	100.17029	13,310.66667	23,053.0189	39,930	1	1	1	0	1	1	1	1	0	1	1	0	80	64	50.085145	50.085145	43	100	65.8	31.220186	974.7	0	0	0	0	0	1	82.25	43	100	80	2	86	2	200	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	195	2	2	92	284	46	46	46	0	142	142	142	0	1,928,205.128	20,512.82051	65	106.522298	188	3	3	3	0	3	3	4	4	0	4	4	0	64	64	10,256.41026	10,256.41026	46	142	84.4	52.581366	2,764.8	0	0	0	0	0	1	105.5	46	142	64	2	92	2	284	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
443	8,286	1	1	6	6	6	6	6	0	6	6	6	0	1,448.225923	241.370987	8,286	0	8,286	8,286	0	0	0	0	0	0	0	0	0	0	0	20	20	120.685494	120.685494	6	6	6	0	0	1	0	0	1	0	1	9	6	6	20	1	6	1	6	0	60	0	20	0	0	0	0	0	0	0	0	BENIGN
53	240	2	2	86	300	43	43	43	0	150	150	150	0	1,608,333.333	16,666.66667	80	132.50283	233	3	3	3	0	3	3	4	4	0	4	4	0	64	64	8,333.333333	8,333.333333	43	150	85.8	58.606314	3,434.7	0	0	0	0	0	1	107.25	43	150	64	2	86	2	300	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53,406	36	1	1	6	6	6	6	6	0	6	6	6	0	333,333.3333	55,555.55556	36	0	36	36	0	0	0	0	0	0	0	0	0	0	0	20	20	27,777.77778	27,777.77778	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	453	251	0	20	0	0	0	0	0	0	0	0	BENIGN
53	30,886	2	2	88	200	44	44	44	0	100	100	100	0	9,324.613093	129.508515	10,295.33333	17,827.71029	30,881	2	2	2	0	2	2	3	3	0	3	3	0	64	40	64.754258	64.754258	44	100	66.4	30.672463	940.8	0	0	0	0	0	1	83	44	100	64	2	88	2	200	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	832	2	2	76	122	38	38	38	0	61	61	61	0	237,980.7692	4,807.692308	277.333333	478.623373	830	1	1	1	0	1	1	1	1	0	1	1	0	40	80	2,403.846154	2,403.846154	38	61	47.2	12.597619	158.7	0	0	0	0	0	1	59	38	61	40	2	76	2	122	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	11,510,135	5	5	530	3,525	530	0	106	237.023206	2,077	0	705	990.64474	352.298214	0.8688	1,278,903.889	2,564,084.008	6,505,903	45	6,511,157	1,627,789.25	3,254,852.505	6,510,068	190	11,500,000	2,877,522	3,378,225.019	6,505,903	192	0	168	168	0.4344	0.4344	0	2,077	368.636364	720.882275	519,671.2545	0	0	1	0	0	1	405.5	106	705	168	5	530	5	3,525	29,200	235	1	32	944	0	944	944	6,505,903	0	6,505,903	6,505,903	DoS GoldenEye
53	47,547	2	2	60	194	30	30	30	0	97	97	97	0	5,342.082571	84.127285	15,849	27,445.21108	47,540	3	4	4	0	4	4	3	3	0	3	3	0	80	64	42.063642	42.063642	30	97	56.8	36.697411	1,346.7	0	0	0	0	0	1	71	30	97	80	2	60	2	194	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
80	64,542,385	10	10	523	1,060	475	0	52.3	148.53361	1,048	0	106	330.994461	24.526519	0.309874	3,396,967.632	4,705,794.988	10,000,000	81	60,200,000	6,686,906.556	4,985,330.51	10,000,000	8,336	64,500,000	7,168,898.333	4,457,730.657	10,000,000	16,505	0	212	284	0.154937	0.154937	0	1,048	75.380952	245.454777	60,248.04762	0	0	1	0	0	1	79.15	52.3	106	212	10	523	10	1,060	8,192	0	9	20	38,519	39,823.09506	119,807	22,050	9,991,840.833	20,713.30669	10,000,000	9,949,561	BENIGN
36,904	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	0	32	32	16,129.03226	16,129.03226	0	0	0	0	0	0	0	0	1	0	1	0	0	0	32	1	0	1	0	349	317	0	32	0	0	0	0	0	0	0	0	BENIGN
53	232	2	2	64	204	32	32	32	0	102	102	102	0	1,155,172.414	17,241.37931	77.333333	127.884062	225	3	4	4	0	4	4	3	3	0	3	3	0	64	64	8,620.689655	8,620.689655	32	102	60	38.340579	1,470	0	0	0	0	0	1	75	32	102	64	2	64	2	204	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	2,868,009	6	6	204	570	34	34	34	0	95	95	95	0	269.87363	4.184087	260,728.0909	440,984.3754	1,000,038	1	1,028,950	205,790	444,174.4489	1,000,038	3	902,400	180,480	403,526.9772	902,331	1	0	120	192	2.092044	2.092044	34	95	62.153846	31.651346	1,001.807692	0	0	0	0	0	1	67.333333	34	95	120	6	204	6	570	-1	-1	5	20	0	0	0	0	0	0	0	0	BENIGN
53	190	2	2	80	112	40	40	40	0	56	56	56	0	1,010,526.316	21,052.63158	63.333333	67.002488	136	4	4	4	0	4	4	50	50	0	50	50	0	64	64	10,526.31579	10,526.31579	40	56	46.4	8.763561	76.8	0	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
54,606	83	1	2	0	0	0	0	0	0	0	0	0	0	0	36,144.57831	41.5	9.192388	48	35	0	0	0	0	0	48	48	0	48	48	0	32	64	12,048.19277	24,096.38554	0	0	0	0	0	0	0	0	1	1	2	0	0	0	32	1	0	2	0	243	290	0	32	0	0	0	0	0	0	0	0	BENIGN
32,814	83	1	1	0	0	0	0	0	0	0	0	0	0	0	24,096.38554	83	0	83	83	0	0	0	0	0	0	0	0	0	0	0	32	32	12,048.19277	12,048.19277	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	118	319	0	32	0	0	0	0	0	0	0	0	BENIGN
51,512	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	73	330	0	32	0	0	0	0	0	0	0	0	BENIGN
53	23,690	2	2	66	276	33	33	33	0	138	138	138	0	14,436.47108	168.847615	7,896.666667	13,468.90554	23,449	49	192	192	0	192	192	49	49	0	49	49	0	80	80	84.423808	84.423808	33	138	75	57.510869	3,307.5	0	0	0	0	0	1	93.75	33	138	80	2	66	2	276	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	45,443	2	2	62	244	31	31	31	0	122	122	122	0	6,733.710362	88.022358	15,147.66667	26,231.33213	45,437	3	3	3	0	3	3	3	3	0	3	3	0	64	64	44.011179	44.011179	31	122	67.4	49.842753	2,484.3	0	0	0	0	0	1	84.25	31	122	64	2	62	2	244	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	60,408	2	2	74	138	37	37	37	0	69	69	69	0	3,509.468945	66.216395	20,136	34,871.37891	60,402	3	3	3	0	3	3	3	3	0	3	3	0	40	40	33.108198	33.108198	37	69	49.8	17.527122	307.2	0	0	0	0	0	1	62.25	37	69	40	2	74	2	138	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
58,046	49	2	0	54	0	27	27	27	0	0	0	0	0	1,102,040.816	40,816.32653	49	0	49	49	49	49	0	49	49	0	0	0	0	0	0	40	0	40,816.32653	0	27	27	27	0	0	0	0	0	0	0	0	40.5	27	0	40	2	54	0	0	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	62,347	2	2	72	218	36	36	36	0	109	109	109	0	4,651.386594	64.157056	20,782.33333	35,991.72711	62,342	2	2	2	0	2	2	3	3	0	3	3	0	64	64	32.078528	32.078528	36	109	65.2	39.983747	1,598.7	0	0	0	0	0	1	81.5	36	109	64	2	72	2	218	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
443	9,388	2	0	12	0	6	6	6	0	0	0	0	0	1,278.227524	213.037921	9,388	0	9,388	9,388	9,388	9,388	0	9,388	9,388	0	0	0	0	0	0	40	0	213.037921	0	6	6	6	0	0	0	0	0	1	0	0	9	6	0	40	2	12	0	0	255	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	298	2	2	70	338	35	35	35	0	169	169	169	0	1,369,127.517	13,422.81879	99.333333	169.458943	295	0	0	0	0	0	0	3	3	0	3	3	0	64	64	6,711.409396	6,711.409396	35	169	88.6	73.394823	5,386.8	0	0	0	0	0	1	110.75	35	169	64	2	70	2	338	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
50,242	4	2	0	12	0	6	6	6	0	0	0	0	0	3,000,000	500,000	4	0	4	4	4	4	0	4	4	0	0	0	0	0	0	40	0	500,000	0	6	6	6	0	0	1	0	0	0	0	0	9	6	0	40	2	12	0	0	0	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	32,476	1	1	6	6	6	6	6	0	6	6	6	0	369.503634	61.583939	32,476	0	32,476	32,476	0	0	0	0	0	0	0	0	0	0	0	20	20	30.791969	30.791969	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	261	11	0	20	0	0	0	0	0	0	0	0	BENIGN
53	60,624	2	2	72	184	36	36	36	0	92	92	92	0	4,222.750066	65.98047	20,208	34,996.08657	60,618	3	3	3	0	3	3	3	3	0	3	3	0	64	64	32.990235	32.990235	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
53	47,510	2	2	74	106	37	37	37	0	53	53	53	0	3,788.676068	84.192802	15,836.66667	27,423.84912	47,503	3	4	4	0	4	4	3	3	0	3	3	0	40	40	42.096401	42.096401	37	53	43.4	8.763561	76.8	0	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
53	565	2	2	68	100	34	34	34	0	50	50	50	0	297,345.1327	7,079.646018	188.333333	325.337261	564	0	0	0	0	0	0	1	1	0	1	1	0	40	40	3,539.823009	3,539.823009	34	50	40.4	8.763561	76.8	0	0	0	0	0	1	50.5	34	50	40	2	68	2	100	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
51,755	82	1	1	0	0	0	0	0	0	0	0	0	0	0	24,390.2439	82	0	82	82	0	0	0	0	0	0	0	0	0	0	0	32	32	12,195.12195	12,195.12195	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	351	65,535	0	32	0	0	0	0	0	0	0	0	BENIGN
53	217	2	2	70	264	35	35	35	0	132	132	132	0	1,539,170.507	18,433.17972	72.333333	86.118136	168	1	1	1	0	1	1	48	48	0	48	48	0	64	64	9,216.589862	9,216.589862	35	132	73.8	53.129088	2,822.7	0	0	0	0	0	1	92.25	35	132	64	2	70	2	264	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
43,558	206	2	1	31	6	31	0	15.5	21.92031	6	6	6	0	179,611.6505	14,563.1068	103	39.59798	131	75	206	206	0	206	206	0	0	0	0	0	1	64	20	9,708.737864	4,854.368932	0	31	17	16.350331	267.333333	0	1	0	1	0	0	22.666667	15.5	6	64	2	31	1	6	1,120	0	0	32	0	0	0	0	0	0	0	0	BENIGN
53	208	2	2	102	224	51	51	51	0	112	112	112	0	1,567,307.692	19,230.76923	69.333333	105.633013	191	1	1	1	0	1	1	16	16	0	16	16	0	64	40	9,615.384615	9,615.384615	51	112	75.4	33.411076	1,116.3	0	0	0	0	0	1	94.25	51	112	64	2	102	2	224	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	31,549	2	2	78	446	39	39	39	0	223	223	223	0	16,609.08428	126.786903	10,516.33333	18,169.80364	31,497	4	4	4	0	4	4	48	48	0	48	48	0	64	64	63.393451	63.393451	39	223	112.6	100.780951	10,156.8	0	0	0	0	0	1	140.75	39	223	64	2	78	2	446	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	215	2	2	82	152	41	41	41	0	76	76	76	0	1,088,372.093	18,604.65116	71.666667	118.934156	209	3	3	3	0	3	3	3	3	0	3	3	0	40	40	9,302.325581	9,302.325581	41	76	55	19.17029	367.5	0	0	0	0	0	1	68.75	41	76	40	2	82	2	152	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
50,171	48	1	1	6	6	6	6	6	0	6	6	6	0	250,000	41,666.66667	48	0	48	48	0	0	0	0	0	0	0	0	0	0	0	20	20	20,833.33333	20,833.33333	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	229	256	0	20	0	0	0	0	0	0	0	0	BENIGN
42,604	9,546	3	1	31	6	31	0	10.333333	17.897858	6	6	6	0	3,875.968992	419.023675	3,182	5,456.037115	9,482	3	9,485	4,742.5	6,702.665179	9,482	3	0	0	0	0	0	0	96	20	314.267756	104.755919	0	31	7.4	13.446189	180.8	0	0	0	1	0	0	9.25	10.333333	6	96	3	31	1	6	1,006	0	1	32	0	0	0	0	0	0	0	0	BENIGN
53	30,724	2	2	94	350	47	47	47	0	175	175	175	0	14,451.24333	130.191381	10,241.33333	17,655.37123	30,628	48	48	48	0	48	48	48	48	0	48	48	0	64	64	65.095691	65.095691	47	175	98.2	70.108487	4,915.2	0	0	0	0	0	1	122.75	47	175	64	2	94	2	350	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	38,549	2	2	58	122	29	29	29	0	61	61	61	0	4,669.381826	103.764041	12,849.66667	22,249.34732	38,541	4	4	4	0	4	4	4	4	0	4	4	0	64	64	51.88202	51.88202	29	61	41.8	17.527122	307.2	0	0	0	0	0	1	52.25	29	61	64	2	58	2	122	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	774	2	2	70	158	35	35	35	0	79	79	79	0	294,573.6434	5,167.958656	258	439.940905	766	4	4	4	0	4	4	4	4	0	4	4	0	64	64	2,583.979328	2,583.979328	35	79	52.6	24.099793	580.8	0	0	0	0	0	1	65.75	35	79	64	2	70	2	158	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
80	11,508,905	8	4	584	11,632	584	0	73	206.47518	11,632	0	2,908	5,816	1,061.438947	1.042671	1,046,264.091	2,350,665.342	6,504,193	47	6,509,596	929,942.2857	2,459,552.032	6,507,682	221	11,500,000	3,836,286	3,405,179.915	6,504,193	942	0	264	136	0.695114	0.347557	0	11,632	939.692308	3,216.69083	10,300,000	0	0	1	0	0	0	1,018	73	2,908	264	8	584	4	11,632	29,200	236	1	32	989	0	989	989	6,504,193	0	6,504,193	6,504,193	DoS GoldenEye
53	31,549	2	2	64	270	32	32	32	0	135	135	135	0	10,586.70639	126.786903	10,516.33333	18,210.49358	31,544	1	1	1	0	1	1	4	4	0	4	4	0	64	40	63.393451	63.393451	32	135	73.2	56.415423	3,182.7	0	0	0	0	0	1	91.5	32	135	64	2	64	2	270	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	39,250	4	4	120	528	30	30	30	0	132	132	132	0	16,509.55414	203.821656	5,607.142857	14,663.63904	38,861	3	39,097	13,032.33333	22,529.37295	39,047	3	39,109	13,036.33333	22,496.45324	39,013	48	0	80	80	101.910828	101.910828	30	132	75.333333	53.75872	2,890	0	0	0	0	0	1	84.75	30	132	80	4	120	4	528	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
53	187	2	2	64	96	32	32	32	0	48	48	48	0	855,614.9733	21,390.37433	62.333333	69.615611	138	1	1	1	0	1	1	48	48	0	48	48	0	64	80	10,695.18717	10,695.18717	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
53	37,726	2	2	92	254	46	46	46	0	127	127	127	0	9,171.393734	106.027673	12,575.33333	21,735.22855	37,673	4	4	4	0	4	4	49	49	0	49	49	0	40	40	53.013837	53.013837	46	127	78.4	44.365527	1,968.3	0	0	0	0	0	1	98	46	127	40	2	92	2	254	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	11,507,694	5	4	450	3,525	450	0	90	201.246118	3,525	0	881.25	1,762.5	345.421072	0.782085	1,438,461.75	2,692,044.779	6,503,640	46	6,509,118	1,627,279.5	3,253,727.001	6,507,870	306	11,500,000	3,835,882.333	3,404,921.007	6,503,640	846	0	168	136	0.434492	0.347594	0	3,525	397.5	1,107.954196	1,227,562.5	0	0	1	0	0	0	441.666667	90	881.25	168	5	450	4	3,525	29,200	235	1	32	893	0	893	893	6,503,640	0	6,503,640	6,503,640	DoS GoldenEye
443	138,082	1	1	0	0	0	0	0	0	0	0	0	0	0	14.484147	138,082	0	138,082	138,082	0	0	0	0	0	0	0	0	0	0	0	32	32	7.242074	7.242074	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	1,084	65	0	32	0	0	0	0	0	0	0	0	BENIGN
54,516	306	3	1	31	6	31	0	10.333333	17.897858	6	6	6	0	120,915.0327	13,071.89542	102	109.877204	219	1	220	110	154.149278	219	1	0	0	0	0	0	0	96	20	9,803.921569	3,267.973856	0	31	7.4	13.446189	180.8	0	0	0	1	0	0	9.25	10.333333	6	96	3	31	1	6	1,111	0	1	32	0	0	0	0	0	0	0	0	BENIGN
53	210	2	2	78	134	39	39	39	0	67	67	67	0	1,009,523.81	19,047.61905	70	38.118237	114	47	49	49	0	49	49	47	47	0	47	47	0	64	64	9,523.809524	9,523.809524	39	67	50.2	15.336232	235.2	0	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	49,105	2	2	78	146	39	39	39	0	73	73	73	0	4,561.653599	81.4581	16,368.33333	28,346.45488	49,100	1	1	1	0	1	1	4	4	0	4	4	0	64	64	40.72905	40.72905	39	73	52.6	18.622567	346.8	0	0	0	0	0	1	65.75	39	73	64	2	78	2	146	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
43,750	65	1	1	0	0	0	0	0	0	0	0	0	0	0	30,769.23077	65	0	65	65	0	0	0	0	0	0	0	0	0	0	0	32	32	15,384.61538	15,384.61538	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	79	338	0	32	0	0	0	0	0	0	0	0	BENIGN
53	62,005	2	2	78	190	39	39	39	0	95	95	95	0	4,322.232078	64.510927	20,668.33333	35,795.13935	62,001	1	1	1	0	1	1	3	3	0	3	3	0	64	64	32.255463	32.255463	39	95	61.4	30.672463	940.8	0	0	0	0	0	1	76.75	39	95	64	2	78	2	190	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	638,169	2	2	56	176	28	28	28	0	88	88	88	0	363.540065	6.267932	212,723	368,443.5798	638,165	1	1	1	0	1	1	3	3	0	3	3	0	40	40	3.133966	3.133966	28	88	52	32.863353	1,080	0	0	0	0	0	1	65	28	88	40	2	56	2	176	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	36,993	2	1	0	0	0	0	0	0	0	0	0	0	0	81.096424	18,496.5	26,156.58694	36,992	1	1	1	0	1	1	0	0	0	0	0	0	64	44	54.064282	27.032141	0	0	0	0	0	0	0	0	1	1	0	0	0	0	64	2	0	1	0	65,535	370	0	32	0	0	0	0	0	0	0	0	BENIGN
34,979	53	2	1	31	6	31	0	15.5	21.92031	6	6	6	0	698,113.2075	56,603.77358	26.5	31.819805	49	4	4	4	0	4	4	0	0	0	0	0	1	64	20	37,735.84906	18,867.92453	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
33,438	62	1	1	6	6	6	6	6	0	6	6	6	0	193,548.3871	32,258.06452	62	0	62	62	0	0	0	0	0	0	0	0	0	0	0	20	20	16,129.03226	16,129.03226	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	62	344	0	20	0	0	0	0	0	0	0	0	BENIGN
51,737	55	3	1	31	6	31	0	10.333333	17.897858	6	6	6	0	672,727.2727	72,727.27273	18.333333	27.465129	50	1	5	2.5	2.12132	4	1	0	0	0	0	0	0	96	20	54,545.45455	18,181.81818	0	31	7.4	13.446189	180.8	0	0	0	1	0	0	9.25	10.333333	6	96	3	31	1	6	1,006	0	1	32	0	0	0	0	0	0	0	0	BENIGN
50,106	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	115	338	0	32	0	0	0	0	0	0	0	0	BENIGN
53	140,178	1	1	45	176	45	45	45	0	176	176	176	0	1,576.566936	14.267574	140,178	0	140,178	140,178	0	0	0	0	0	0	0	0	0	0	0	20	32	7.133787	7.133787	45	176	88.666667	75.632885	5,720.333333	0	0	0	0	0	1	133	45	176	20	1	45	1	176	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
80	11,514,480	8	6	436	11,632	436	0	54.5	154.149278	5,792	0	1,938.666667	2,544.918912	1,048.071645	1.21586	885,729.2308	2,183,001.469	6,509,268	1	6,513,072	930,438.8571	2,460,903.342	6,511,243	1	11,500,000	2,302,887.2	3,197,510.794	6,509,268	49	0	264	200	0.694777	0.521083	0	5,792	804.533333	1,801.083399	3,243,901.41	0	0	1	0	0	0	862	54.5	1,938.666667	264	8	436	6	11,632	29,200	235	1	32	897	0	897	897	6,509,268	0	6,509,268	6,509,268	DoS GoldenEye
53	31,424	2	2	88	194	44	44	44	0	97	97	97	0	8,974.032587	127.291242	10,474.66667	18,135.72666	31,416	4	4	4	0	4	4	4	4	0	4	4	0	64	64	63.645621	63.645621	44	97	65.2	29.029296	842.7	0	0	0	0	0	1	81.5	44	97	64	2	88	2	194	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
47,218	68	1	1	0	0	0	0	0	0	0	0	0	0	0	29,411.76471	68	0	68	68	0	0	0	0	0	0	0	0	0	0	0	32	32	14,705.88235	14,705.88235	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	123	303	0	32	0	0	0	0	0	0	0	0	BENIGN
45,851	46	1	1	0	0	0	0	0	0	0	0	0	0	0	43,478.26087	46	0	46	46	0	0	0	0	0	0	0	0	0	0	0	32	32	21,739.13043	21,739.13043	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	562	339	0	32	0	0	0	0	0	0	0	0	BENIGN
53	281	2	2	84	116	42	42	42	0	58	58	58	0	711,743.7722	14,234.87544	93.666667	157.039273	275	3	3	3	0	3	3	3	3	0	3	3	0	40	40	7,117.437722	7,117.437722	42	58	48.4	8.763561	76.8	0	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
53	30,930	2	2	88	344	44	44	44	0	172	172	172	0	13,967.02231	129.324281	10,310	17,851.38166	30,923	3	3	3	0	3	3	4	4	0	4	4	0	64	64	64.66214	64.66214	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
51,603	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	1,014	65,335	0	20	0	0	0	0	0	0	0	0	BENIGN
58,058	45	1	1	6	6	6	6	6	0	6	6	6	0	266,666.6667	44,444.44444	45	0	45	45	0	0	0	0	0	0	0	0	0	0	0	20	20	22,222.22222	22,222.22222	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	29	256	0	20	0	0	0	0	0	0	0	0	BENIGN
53	289	2	2	62	152	31	31	31	0	76	76	76	0	740,484.4291	13,840.83045	96.333333	165.122177	287	1	1	1	0	1	1	1	1	0	1	1	0	64	64	6,920.415225	6,920.415225	31	76	49	24.647515	607.5	0	0	0	0	0	1	61.25	31	76	64	2	62	2	152	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	159	2	2	76	180	38	38	38	0	90	90	90	0	1,610,062.893	25,157.2327	53	84.87049	151	4	4	4	0	4	4	4	4	0	4	4	0	64	64	12,578.61635	12,578.61635	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
80	11,507,707	8	6	416	11,632	416	0	52	147.078211	5,792	0	1,938.666667	2,544.918912	1,046.950535	1.216576	885,208.2308	2,181,737.318	6,503,122	44	6,506,122	929,446	2,458,195.327	6,504,109	212	11,500,000	2,301,532.6	3,195,357.876	6,503,122	48	0	264	200	0.695186	0.52139	0	5,792	803.2	1,801.383088	3,244,981.029	0	0	1	0	0	0	860.571429	52	1,938.666667	264	8	416	6	11,632	29,200	235	1	32	897	0	897	897	6,503,122	0	6,503,122	6,503,122	DoS GoldenEye
80	11,512,204	8	5	326	11,632	326	0	40.75	115.258405	10,184	0	2,326.4	4,437.056321	1,038.723775	1.129236	959,350.3333	2,262,615.635	6,507,197	1	6,510,770	930,110	2,460,477.293	6,509,948	1	11,500,000	2,878,039.5	3,378,874.243	6,507,197	196	0	264	168	0.694915	0.434322	0	10,184	854.142857	2,713.257986	7,361,768.901	0	0	1	0	0	0	919.846154	40.75	2,326.4	264	8	326	5	11,632	29,200	235	1	32	892	0	892	892	6,507,197	0	6,507,197	6,507,197	DoS GoldenEye
51,961	12,021	3	1	43	6	31	6	14.333333	14.433757	6	6	6	0	4,076.199983	332.751019	4,007	6,916.091093	11,993	1	11,994	5,997	8,479.62452	11,993	1	0	0	0	0	0	0	60	20	249.563264	83.187755	6	31	11	11.18034	125	0	0	0	1	0	0	13.75	14.333333	6	60	3	43	1	6	980	0	2	20	0	0	0	0	0	0	0	0	BENIGN
53	54,170	2	2	60	256	30	30	30	0	128	128	128	0	5,833.48717	73.84161	18,056.66667	31,269.00191	54,163	3	3	3	0	3	3	4	4	0	4	4	0	64	40	36.920805	36.920805	30	128	69.2	53.676811	2,881.2	0	0	0	0	0	1	86.5	30	128	64	2	60	2	256	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	1,028	2	2	94	220	47	47	47	0	110	110	110	0	305,447.4708	3,891.050584	342.666667	590.919904	1,025	0	0	0	0	0	0	3	3	0	3	3	0	64	64	1,945.525292	1,945.525292	47	110	72.2	34.506521	1,190.7	0	0	0	0	0	1	90.25	47	110	64	2	94	2	220	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
50,240	4	2	0	12	0	6	6	6	0	0	0	0	0	3,000,000	500,000	4	0	4	4	4	4	0	4	4	0	0	0	0	0	0	40	0	500,000	0	6	6	6	0	0	1	0	0	0	0	0	9	6	0	40	2	12	0	0	0	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	21,091	2	2	60	264	30	30	30	0	132	132	132	0	15,362.00275	189.654355	7,030.333333	12,131.01605	21,038	4	49	49	0	49	49	4	4	0	4	4	0	64	64	94.827177	94.827177	30	132	70.8	55.867701	3,121.2	0	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
80	11,513,325	5	5	471	3,525	471	0	94.2	210.637604	2,077	0	705	990.64474	347.076105	0.868559	1,279,258.333	2,565,152.803	6,508,582	53	6,512,631	1,628,157.75	3,255,638.838	6,511,616	176	11,500,000	2,878,318	3,379,305.925	6,508,582	192	0	168	168	0.434279	0.434279	0	2,077	363.272727	719.780257	518,083.6182	0	0	1	0	0	1	399.6	94.2	705	168	5	471	5	3,525	29,200	235	1	32	918	0	918	918	6,508,582	0	6,508,582	6,508,582	DoS GoldenEye
53	150	2	2	76	188	38	38	38	0	94	94	94	0	1,760,000	26,666.66667	50	84.005952	147	1	1	1	0	1	1	2	2	0	2	2	0	40	40	13,333.33333	13,333.33333	38	94	60.4	30.672463	940.8	0	0	0	0	0	1	75.5	38	94	40	2	76	2	188	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	30,749	2	2	66	184	33	33	33	0	92	92	92	0	8,130.345702	130.085531	10,249.66667	17,707.05838	30,696	4	49	49	0	49	49	4	4	0	4	4	0	40	40	65.042766	65.042766	33	92	56.6	32.315631	1,044.3	0	0	0	0	0	1	70.75	33	92	40	2	66	2	184	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	217	2	2	68	380	34	34	34	0	190	190	190	0	2,064,516.129	18,433.17972	72.333333	119.223879	210	3	3	3	0	3	3	4	4	0	4	4	0	40	40	9,216.589862	9,216.589862	34	190	96.4	85.444719	7,300.8	0	0	0	0	0	1	120.5	34	190	40	2	68	2	380	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	119	2	2	46	46	23	23	23	0	23	23	23	0	773,109.2437	33,613.44538	39.666667	66.972631	117	1	1	1	0	1	1	1	1	0	1	1	0	64	64	16,806.72269	16,806.72269	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	64,318	1	1	41	105	41	41	41	0	105	105	105	0	2,269.971081	31.095494	64,318	0	64,318	64,318	0	0	0	0	0	0	0	0	0	0	0	20	20	15.547747	15.547747	41	105	62.333333	36.950417	1,365.333333	0	0	0	0	0	1	93.5	41	105	20	1	41	1	105	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
34,157	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	0	1	0	0	0	32	1	0	1	0	5,835	31,196	0	32	0	0	0	0	0	0	0	0	BENIGN
53	51,794	2	2	76	164	38	38	38	0	82	82	82	0	4,633.74136	77.229023	17,264.66667	29,898.08369	51,788	3	3	3	0	3	3	3	3	0	3	3	0	64	64	38.614511	38.614511	38	82	55.6	24.099793	580.8	0	0	0	0	0	1	69.5	38	82	64	2	76	2	164	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	31,540	2	2	62	172	31	31	31	0	86	86	86	0	7,419.150285	126.823082	10,513.33333	18,126.48905	31,444	48	48	48	0	48	48	48	48	0	48	48	0	40	40	63.411541	63.411541	31	86	53	30.124741	907.5	0	0	0	0	0	1	66.25	31	86	40	2	62	2	172	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
57,213	93	1	1	0	0	0	0	0	0	0	0	0	0	0	21,505.37634	93	0	93	93	0	0	0	0	0	0	0	0	0	0	0	32	32	10,752.68817	10,752.68817	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
80	28,736	1	1	0	0	0	0	0	0	0	0	0	0	0	69.599109	28,736	0	28,736	28,736	0	0	0	0	0	0	0	0	0	0	0	32	32	34.799555	34.799555	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	282	8,192	0	32	0	0	0	0	0	0	0	0	BENIGN
53	135,379	4	2	124	254	31	31	31	0	127	127	127	0	2,792.161266	44.32002	27,075.8	40,030.8379	89,048	1	46,327	15,442.33333	26,743.44184	46,323	1	4	4	0	4	4	0	80	40	29.54668	14.77334	31	127	58.428571	46.843204	2,194.285714	0	0	0	0	0	0	68.166667	31	127	80	4	124	2	254	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
53	240	2	2	56	568	28	28	28	0	284	284	284	0	2,600,000	16,666.66667	80	96.083297	188	4	4	4	0	4	4	48	48	0	48	48	0	40	40	8,333.333333	8,333.333333	28	284	130.4	140.216975	19,660.8	0	0	0	0	0	1	163	28	284	40	2	56	2	568	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	31,239	2	2	84	362	42	42	42	0	181	181	181	0	14,277.02551	128.045072	10,413	18,030.64891	31,233	3	3	3	0	3	3	3	3	0	3	3	0	64	40	64.022536	64.022536	42	181	97.6	76.133435	5,796.3	0	0	0	0	0	1	122	42	181	64	2	84	2	362	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	61,077	2	2	90	146	45	45	45	0	73	73	73	0	3,863.974982	65.491101	20,359	35,256.76022	61,070	3	4	4	0	4	4	3	3	0	3	3	0	40	40	32.745551	32.745551	45	73	56.2	15.336232	235.2	0	0	0	0	0	1	70.25	45	73	40	2	90	2	146	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
38,590	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	0	32	32	19,230.76923	19,230.76923	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	380	355	0	32	0	0	0	0	0	0	0	0	BENIGN
53	31,046	2	2	68	132	34	34	34	0	66	66	66	0	6,442.053727	128.841075	10,348.66667	17,843.0101	30,952	46	46	46	0	46	46	48	48	0	48	48	0	64	40	64.420537	64.420537	34	66	46.8	17.527122	307.2	0	0	0	0	0	1	58.5	34	66	64	2	68	2	132	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	24,069	2	2	84	162	42	42	42	0	81	81	81	0	10,220.61573	166.188874	8,023	13,852.09302	24,018	4	4	4	0	4	4	47	47	0	47	47	0	40	40	83.094437	83.094437	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
45,294	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	3	229	0	32	0	0	0	0	0	0	0	0	BENIGN

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