Subset (2)

machine_learning · 2.83M rows

Split (1)

train · 2.83M 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 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	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_duplicated_0 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 Max int64	Active Min int64	Idle Mean float64	Idle Max int64	Idle Min int64	Label large_string
53	174	2	2	58	190	29	29	29	0	95	95	95	0	1,425,287.356	22,988.50575	58	61.991935	124	1	1	1	0	1	1	49	49	0	49	49	64	64	11,494.25287	11,494.25287	29	95	55.4	36.149689	1,306.8	0	0	0	0	1	69.25	29	95	64	2	58	2	190	-1	-1	1	32	0	0	0	0	0	0	BENIGN
443	48	2	0	12	0	6	6	6	0	0	0	0	0	250,000	41,666.66667	48	0	48	48	48	48	0	48	48	0	0	0	0	0	40	0	41,666.66667	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	BENIGN
53	221	2	2	76	172	38	38	38	0	86	86	86	0	1,122,171.946	18,099.54751	73.666667	120.666206	213	4	4	4	0	4	4	4	4	0	4	4	64	64	9,049.773756	9,049.773756	38	86	57.2	26.290683	691.2	0	0	0	0	1	71.5	38	86	64	2	76	2	172	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	31,444	2	2	70	102	35	35	35	0	51	51	51	0	5,470.041979	127.210279	10,481.33333	18,149.00571	31,438	3	3	3	0	3	3	3	3	0	3	3	80	64	63.605139	63.605139	35	51	41.4	8.763561	76.8	0	0	0	0	1	51.75	35	51	80	2	70	2	102	-1	-1	1	40	0	0	0	0	0	0	BENIGN
53	62,161	4	2	148	138	37	37	37	0	69	69	69	0	4,600.955583	96.523544	12,432.2	17,030.16805	31,933	2	30,225	10,075	17,445.21576	30,219	2	3	3	0	3	3	80	40	64.349029	32.174515	37	69	46.142857	15.614401	243.809524	0	0	0	0	0	53.833333	37	69	80	4	148	2	138	-1	-1	3	20	0	0	0	0	0	0	BENIGN
3,268	115,491,871	22	13	2,986	6,356	1,305	0	135.727273	379.293351	2,910	0	488.923077	897.607789	80.88881	0.303052	3,396,819.735	19,800,000	115,000,000	1	115,000,000	5,499,610	25,200,000	115,000,000	1	115,000,000	9,624,313.833	33,300,000	115,000,000	3	728	408	0.19049	0.112562	0	2,910	259.5	627.4246	393,661.6286	0	1	0	0	0	266.914286	135.727273	488.923077	728	22	2,986	13	6,356	65,535	0	10	32	16,944	16,944	16,944	115,000,000	115,000,000	115,000,000	BENIGN
443	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	BENIGN
53	181	2	2	84	116	42	42	42	0	58	58	58	0	1,104,972.376	22,099.44751	60.333333	101.903549	178	1	178	178	0	178	178	1	1	0	1	1	40	40	11,049.72376	11,049.72376	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	BENIGN
80	23,844	1	1	0	0	0	0	0	0	0	0	0	0	0	83.878544	23,844	0	23,844	23,844	0	0	0	0	0	0	0	0	0	0	32	32	41.939272	41.939272	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	242	31	0	32	0	0	0	0	0	0	BENIGN
137	23	13	0	650	0	50	50	50	0	0	0	0	0	28,300,000	565,217.3913	1.916667	1.975225	8	1	23	1.916667	1.975225	8	1	0	0	0	0	0	416	0	565,217.3913	0	50	50	50	0	0	0	0	0	0	0	53.846154	50	0	416	13	650	0	0	-1	-1	12	32	0	0	0	0	0	0	BENIGN
53	308	2	2	54	86	27	27	27	0	43	43	43	0	454,545.4545	12,987.01299	102.666667	94.685444	212	48	48	48	0	48	48	48	48	0	48	48	80	80	6,493.506494	6,493.506494	27	43	33.4	8.763561	76.8	0	0	0	0	1	41.75	27	43	80	2	54	2	86	-1	-1	1	40	0	0	0	0	0	0	BENIGN
53	49,248	2	2	76	164	38	38	38	0	82	82	82	0	4,873.294347	81.221572	16,416	28,391.78615	49,200	1	1	1	0	1	1	47	47	0	47	47	80	40	40.610786	40.610786	38	82	55.6	24.099793	580.8	0	0	0	0	1	69.5	38	82	80	2	76	2	164	-1	-1	1	40	0	0	0	0	0	0	BENIGN
53	153	2	2	88	120	44	44	44	0	60	60	60	0	1,359,477.124	26,143.79085	51	49.030603	101	3	3	3	0	3	3	49	49	0	49	49	40	40	13,071.89542	13,071.89542	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	BENIGN
53	31,533	2	2	76	244	38	38	38	0	122	122	122	0	10,148.09882	126.851235	10,511	18,201.25597	31,528	1	1	1	0	1	1	4	4	0	4	4	64	80	63.425618	63.425618	38	122	71.6	46.008695	2,116.8	0	0	0	0	1	89.5	38	122	64	2	76	2	244	-1	-1	1	32	0	0	0	0	0	0	BENIGN
54,504	16	1	1	0	0	0	0	0	0	0	0	0	0	0	125,000	16	0	16	16	0	0	0	0	0	0	0	0	0	0	32	32	62,500	62,500	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	BENIGN
443	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	BENIGN
80	11,507,815	7	5	403	11,632	403	0	57.571429	152.319683	10,184	0	2,326.4	4,437.056321	1,045.811042	1.04277	1,046,165	2,350,149.819	6,501,855	1	6,508,118	1,084,686.333	2,656,478.82	6,507,201	1	11,500,000	2,876,949.5	3,377,164.958	6,501,855	196	232	168	0.608282	0.434487	0	10,184	925.769231	2,811.158366	7,902,611.359	0	1	0	0	0	1,002.916667	57.571429	2,326.4	232	7	403	5	11,632	29,200	235	1	32	870	870	870	6,501,855	6,501,855	6,501,855	DoS GoldenEye
53	301	2	2	74	392	37	37	37	0	196	196	196	0	1,548,172.757	13,289.03654	100.333333	172.05038	299	1	1	1	0	1	1	1	1	0	1	1	64	80	6,644.518272	6,644.518272	37	196	100.6	87.087887	7,584.3	0	0	0	0	1	125.75	37	196	64	2	74	2	392	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	240,195	2	2	54	86	27	27	27	0	43	43	43	0	582.85976	16.653136	80,065	138,670.5857	240,188	3	3	3	0	3	3	4	4	0	4	4	64	40	8.326568	8.326568	27	43	33.4	8.763561	76.8	0	0	0	0	1	41.75	27	43	64	2	54	2	86	-1	-1	1	32	0	0	0	0	0	0	BENIGN
51,409	17	1	1	6	6	6	6	6	0	6	6	6	0	705,882.3529	117,647.0588	17	0	17	17	0	0	0	0	0	0	0	0	0	0	20	20	58,823.52941	58,823.52941	6	6	6	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	119	16,364	0	20	0	0	0	0	0	0	BENIGN
56,199	23,814	2	1	12	6	6	6	6	0	6	6	6	0	755.857899	125.976317	11,907	16,765.50178	23,762	52	23,814	23,814	0	23,814	23,814	0	0	0	0	0	40	20	83.984211	41.992105	6	6	6	0	0	0	0	1	1	0	8	6	6	40	2	12	1	6	64	1,452	1	20	0	0	0	0	0	0	BENIGN
53	1,217	2	2	74	116	37	37	37	0	58	58	58	0	156,121.6105	3,286.770748	405.666667	658.852285	1,166	3	48	48	0	48	48	3	3	0	3	3	40	40	1,643.385374	1,643.385374	37	58	45.4	11.502174	132.3	0	0	0	0	1	56.75	37	58	40	2	74	2	116	-1	-1	1	20	0	0	0	0	0	0	BENIGN
51,155	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	64	0	500,000	0	0	0	0	0	0	0	0	1	0	0	0	0	0	64	2	0	0	0	5,205	-1	0	32	0	0	0	0	0	0	BENIGN
53	50,177	2	2	86	204	43	43	43	0	102	102	102	0	5,779.540427	79.717799	16,725.66667	28,964.5083	50,171	3	3	3	0	3	3	3	3	0	3	3	40	40	39.8589	39.8589	43	102	66.6	32.315631	1,044.3	0	0	0	0	1	83.25	43	102	40	2	86	2	204	-1	-1	1	20	0	0	0	0	0	0	BENIGN
57,234	23	1	1	6	6	6	6	6	0	6	6	6	0	521,739.1304	86,956.52174	23	0	23	23	0	0	0	0	0	0	0	0	0	0	20	20	43,478.26087	43,478.26087	6	6	6	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	32,490	63,411	0	20	0	0	0	0	0	0	BENIGN
53	106,063	2	2	70	188	35	35	35	0	94	94	94	0	2,432.516523	37.713434	35,354.33333	61,193.07087	106,014	1	1	1	0	1	1	48	48	0	48	48	40	80	18.856717	18.856717	35	94	58.6	32.315631	1,044.3	0	0	0	0	1	73.25	35	94	40	2	70	2	188	-1	-1	1	20	0	0	0	0	0	0	BENIGN
80	11,505,285	8	5	362	11,632	362	0	45.25	127.986327	10,184	0	2,326.4	4,437.056321	1,042.477435	1.129916	958,773.75	2,260,818.629	6,501,307	1	6,506,458	929,494	2,458,411.862	6,504,648	1	11,500,000	2,876,307.25	3,376,551.406	6,501,307	197	264	168	0.695333	0.434583	0	10,184	856.714286	2,712.735957	7,358,936.374	0	1	0	0	0	922.615385	45.25	2,326.4	264	8	362	5	11,632	29,200	235	1	32	894	894	894	6,501,307	6,501,307	6,501,307	DoS GoldenEye
53	193	2	2	80	336	40	40	40	0	168	168	168	0	2,155,440.415	20,725.3886	64.333333	106.23245	187	3	3	3	0	3	3	3	3	0	3	3	64	40	10,362.6943	10,362.6943	40	168	91.2	70.108487	4,915.2	0	0	0	0	1	114	40	168	64	2	80	2	336	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	760	2	2	64	256	32	32	32	0	128	128	128	0	421,052.6316	5,263.157895	253.333333	432.724316	753	3	3	3	0	3	3	4	4	0	4	4	40	40	2,631.578947	2,631.578947	32	128	70.4	52.581366	2,764.8	0	0	0	0	1	88	32	128	40	2	64	2	256	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	148	2	2	70	102	35	35	35	0	51	51	51	0	1,162,162.162	27,027.02703	49.333333	47.014182	97	3	3	3	0	3	3	48	48	0	48	48	40	40	13,513.51351	13,513.51351	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	BENIGN
53	772	2	2	78	180	39	39	39	0	90	90	90	0	334,196.8912	5,181.34715	257.333333	402.176993	721	3	3	3	0	3	3	48	48	0	48	48	40	40	2,590.673575	2,590.673575	39	90	59.4	27.93385	780.3	0	0	0	0	1	74.25	39	90	40	2	78	2	180	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	210	2	2	82	266	41	41	41	0	133	133	133	0	1,657,142.857	19,047.61905	70	80.293213	159	3	3	3	0	3	3	48	48	0	48	48	64	64	9,523.809524	9,523.809524	41	133	77.8	50.390475	2,539.2	0	0	0	0	1	97.25	41	133	64	2	82	2	266	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	185	2	2	46	46	23	23	23	0	23	23	23	0	497,297.2973	21,621.62162	61.666667	68.529799	136	1	1	1	0	1	1	48	48	0	48	48	64	64	10,810.81081	10,810.81081	23	23	23	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	BENIGN
53	69	2	2	60	92	30	30	30	0	46	46	46	0	2,202,898.551	57,971.01449	23	37.242449	66	1	2	2	0	2	2	1	1	0	1	1	64	64	28,985.50725	28,985.50725	30	46	36.4	8.763561	76.8	0	0	0	0	1	45.5	30	46	64	2	60	2	92	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	191	2	2	88	344	44	44	44	0	172	172	172	0	2,261,780.105	20,942.40838	63.666667	104.212923	184	3	3	3	0	3	3	4	4	0	4	4	40	40	10,471.20419	10,471.20419	44	172	95.2	70.108487	4,915.2	0	0	0	0	1	119	44	172	40	2	88	2	344	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	192	2	2	74	154	37	37	37	0	77	77	77	0	1,187,500	20,833.33333	64	70.377553	141	3	3	3	0	3	3	48	48	0	48	48	40	40	10,416.66667	10,416.66667	37	77	53	21.908902	480	0	0	0	0	1	66.25	37	77	40	2	74	2	154	-1	-1	1	20	0	0	0	0	0	0	BENIGN
32,970	49,290	2	1	0	0	0	0	0	0	0	0	0	0	0	60.864273	24,645	34,776.92571	49,236	54	49,290	49,290	0	49,290	49,290	0	0	0	0	0	64	32	40.576182	20.288091	0	0	0	0	0	0	0	1	1	0	0	0	0	64	2	0	1	0	61	394	0	32	0	0	0	0	0	0	BENIGN
53	261	2	2	70	350	35	35	35	0	175	175	175	0	1,609,195.402	15,325.6705	87	148.95637	259	1	1	1	0	1	1	1	1	0	1	1	40	40	7,662.835249	7,662.835249	35	175	91	76.681158	5,880	0	0	0	0	1	113.75	35	175	40	2	70	2	350	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	163	2	2	46	46	23	23	23	0	23	23	23	0	564,417.1779	24,539.8773	54.333333	55.193599	112	2	49	49	0	49	49	2	2	0	2	2	64	64	12,269.93865	12,269.93865	23	23	23	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	BENIGN
56,088	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	20	20	41,666.66667	41,666.66667	6	6	6	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	946	253	0	20	0	0	0	0	0	0	BENIGN
443	251	1	1	6	6	6	6	6	0	6	6	6	0	47,808.76494	7,968.12749	251	0	251	251	0	0	0	0	0	0	0	0	0	0	20	20	3,984.063745	3,984.063745	6	6	6	0	0	1	0	0	0	1	9	6	6	20	1	6	1	6	0	0	0	20	0	0	0	0	0	0	BENIGN
53	75,658	2	2	76	206	38	38	38	0	103	103	103	0	3,727.299162	52.869492	25,219.33333	43,677.70258	75,654	1	3	3	0	3	3	1	1	0	1	1	40	64	26.434746	26.434746	38	103	64	35.601966	1,267.5	0	0	0	0	1	80	38	103	40	2	76	2	206	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	73,550	2	2	58	226	29	29	29	0	113	113	113	0	3,861.318831	54.384772	24,516.66667	42,422.54987	73,502	0	0	0	0	0	0	48	48	0	48	48	64	64	27.192386	27.192386	29	113	62.6	46.008695	2,116.8	0	0	0	0	1	78.25	29	113	64	2	58	2	226	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	168	2	2	82	114	41	41	41	0	57	57	57	0	1,166,666.667	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	41	57	47.4	8.763561	76.8	0	0	0	0	1	59.25	41	57	64	2	82	2	114	-1	-1	1	32	0	0	0	0	0	0	BENIGN
80	11,509,769	5	5	441	3,525	441	0	88.2	197.221196	2,077	0	705	990.64474	344.576855	0.868827	1,278,863.222	2,564,364.183	6,503,814	4	6,507,017	1,626,754.25	3,252,965.175	6,506,202	4	11,500,000	2,877,433.5	3,377,934.195	6,503,814	49	168	168	0.434414	0.434414	0	2,077	360.545455	719.387985	517,519.0727	0	1	0	0	1	396.6	88.2	705	168	5	441	5	3,525	29,200	235	1	32	887	887	887	6,503,814	6,503,814	6,503,814	DoS GoldenEye
53	205	2	2	70	166	35	35	35	0	83	83	83	0	1,151,219.512	19,512.19512	68.333333	112.295741	198	3	3	3	0	3	3	4	4	0	4	4	40	40	9,756.097561	9,756.097561	35	83	54.2	26.290683	691.2	0	0	0	0	1	67.75	35	83	40	2	70	2	166	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	47,855	2	2	56	236	28	28	28	0	118	118	118	0	6,101.765751	83.585832	15,951.66667	27,612.6432	47,836	4	4	4	0	4	4	15	15	0	15	15	64	64	41.792916	41.792916	28	118	64	49.29503	2,430	0	0	0	0	1	80	28	118	64	2	56	2	236	-1	-1	1	32	0	0	0	0	0	0	BENIGN
54,902	3	1	1	6	6	6	6	6	0	6	6	6	0	4,000,000	666,666.6667	3	0	3	3	0	0	0	0	0	0	0	0	0	0	20	20	333,333.3333	333,333.3333	6	6	6	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	335	16,560	0	20	0	0	0	0	0	0	BENIGN
53	109,333	2	2	74	358	37	37	37	0	179	179	179	0	3,951.231559	36.585477	36,444.33333	63,119.97289	109,329	1	1	1	0	1	1	3	3	0	3	3	64	64	18.292739	18.292739	37	179	93.8	77.776603	6,049.2	0	0	0	0	1	117.25	37	179	64	2	74	2	358	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	160	2	2	46	46	23	23	23	0	23	23	23	0	575,000	25,000	53.333333	90.643992	158	1	1	1	0	1	1	1	1	0	1	1	80	80	12,500	12,500	23	23	23	0	0	0	0	0	0	1	28.75	23	23	80	2	46	2	46	-1	-1	1	40	0	0	0	0	0	0	BENIGN
53	152	2	2	58	90	29	29	29	0	45	45	45	0	973,684.2105	26,315.78947	50.666667	48.521473	100	3	3	3	0	3	3	49	49	0	49	49	40	40	13,157.89474	13,157.89474	29	45	35.4	8.763561	76.8	0	0	0	0	1	44.25	29	45	40	2	58	2	90	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	23,814	2	2	70	134	35	35	35	0	67	67	67	0	8,566.389519	167.968422	7,938	13,742.95714	23,807	3	3	3	0	3	3	4	4	0	4	4	40	40	83.984211	83.984211	35	67	47.8	17.527122	307.2	0	0	0	0	1	59.75	35	67	40	2	70	2	134	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53,650	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	114	229	0	32	0	0	0	0	0	0	BENIGN
53	50,403	2	2	166	198	83	83	83	0	99	99	99	0	7,221.792354	79.360356	16,801	29,094.12344	50,396	3	4	4	0	4	4	3	3	0	3	3	80	64	39.680178	39.680178	83	99	89.4	8.763561	76.8	0	0	0	0	1	111.75	83	99	80	2	166	2	198	-1	-1	1	40	0	0	0	0	0	0	BENIGN
80	6,980,408	5	3	440	235	422	0	88	186.729751	229	0	78.333333	130.515644	96.699219	1.146065	997,201.1429	2,531,974.967	6,736,971	94	6,980,408	1,745,102	3,329,372.659	6,736,971	171	24,226	12,113	15,867.47617	23,333	893	112	72	0.716291	0.429774	0	422	75	150.018332	22,505.5	0	1	0	0	0	84.375	88	78.333333	112	5	440	3	235	8,192	946	4	20	243,437	243,437	243,437	6,736,971	6,736,971	6,736,971	BENIGN
443	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	BENIGN
53	169,264	1	1	53	145	53	53	53	0	145	145	145	0	1,169.7703	11.815862	169,264	0	169,264	169,264	0	0	0	0	0	0	0	0	0	0	32	32	5.907931	5.907931	53	145	83.666667	53.116225	2,821.333333	0	0	0	0	1	125.5	53	145	32	1	53	1	145	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	23,247	1	1	46	128	46	46	46	0	128	128	128	0	7,484.836753	86.032606	23,247	0	23,247	23,247	0	0	0	0	0	0	0	0	0	0	32	20	43.016303	43.016303	46	128	73.333333	47.342722	2,241.333333	0	0	0	0	1	110	46	128	32	1	46	1	128	-1	-1	0	32	0	0	0	0	0	0	BENIGN
58,890	22,593	2	1	12	6	6	6	6	0	6	6	6	0	796.706945	132.784491	11,296.5	15,923.33761	22,556	37	22,593	22,593	0	22,593	22,593	0	0	0	0	0	40	20	88.522994	44.261497	6	6	6	0	0	0	0	1	1	0	8	6	6	40	2	12	1	6	60	255	1	20	0	0	0	0	0	0	BENIGN
40,548	90	1	1	0	0	0	0	0	0	0	0	0	0	0	22,222.22222	90	0	90	90	0	0	0	0	0	0	0	0	0	0	32	32	11,111.11111	11,111.11111	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	122	451	0	32	0	0	0	0	0	0	BENIGN
53	30,699	2	2	72	194	36	36	36	0	97	97	97	0	8,664.777354	130.297404	10,233	17,718.01374	30,692	3	3	3	0	3	3	4	4	0	4	4	40	64	65.148702	65.148702	36	97	60.4	33.411076	1,116.3	0	0	0	0	1	75.5	36	97	40	2	72	2	194	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	142	2	2	60	92	30	30	30	0	46	46	46	0	1,070,422.535	28,169.01408	47.333333	75.923207	135	3	4	4	0	4	4	3	3	0	3	3	40	40	14,084.50704	14,084.50704	30	46	36.4	8.763561	76.8	0	0	0	0	1	45.5	30	46	40	2	60	2	92	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	311	2	2	102	224	51	51	51	0	112	112	112	0	1,048,231.511	12,861.73633	103.666667	93.575282	188	3	3	3	0	3	3	188	188	0	188	188	40	40	6,430.868167	6,430.868167	51	112	75.4	33.411076	1,116.3	0	0	0	0	1	94.25	51	112	40	2	102	2	224	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	140	2	2	172	268	86	86	86	0	134	134	134	0	3,142,857.143	28,571.42857	46.666667	71.346572	129	3	3	3	0	3	3	8	8	0	8	8	40	40	14,285.71429	14,285.71429	86	134	105.2	26.290683	691.2	0	0	0	0	1	131.5	86	134	40	2	172	2	268	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	24,747	2	2	68	158	34	34	34	0	79	79	79	0	9,132.420091	161.635754	8,249	14,284.22305	24,743	1	3	3	0	3	3	1	1	0	1	1	64	80	80.817877	80.817877	34	79	52	24.647515	607.5	0	0	0	0	1	65	34	79	64	2	68	2	158	-1	-1	1	32	0	0	0	0	0	0	BENIGN
50,239	51	2	0	12	0	6	6	6	0	0	0	0	0	235,294.1176	39,215.68627	51	0	51	51	51	51	0	51	51	0	0	0	0	0	40	0	39,215.68627	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	BENIGN
53	102,941	2	2	64	252	32	32	32	0	126	126	126	0	3,069.719548	38.857209	34,313.66667	59,388.85103	102,890	3	48	48	0	48	48	3	3	0	3	3	40	64	19.428605	19.428605	32	126	69.6	51.48592	2,650.8	0	0	0	0	1	87	32	126	40	2	64	2	252	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	63,850	2	2	68	210	34	34	34	0	105	105	105	0	4,353.954581	62.646829	21,283.33333	36,861.21661	63,847	1	1	1	0	1	1	2	2	0	2	2	64	64	31.323414	31.323414	34	105	62.4	38.888302	1,512.3	0	0	0	0	1	78	34	105	64	2	68	2	210	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	141,482	4	2	336	332	84	84	84	0	166	166	166	0	4,721.448665	42.408222	28,296.4	38,703.85995	71,379	3	70,100	23,366.66667	40,388.24941	70,003	48	3	3	0	3	3	80	64	28.272148	14.136074	84	166	107.428571	40.011903	1,600.952381	0	0	0	0	0	125.333333	84	166	80	4	336	2	332	-1	-1	3	20	0	0	0	0	0	0	BENIGN
53,125	50	1	1	0	0	0	0	0	0	0	0	0	0	0	40,000	50	0	50	50	0	0	0	0	0	0	0	0	0	0	32	32	20,000	20,000	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	BENIGN
443	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	40	0	1,000,000	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	BENIGN
53	181	2	2	72	260	36	36	36	0	130	130	130	0	1,834,254.144	22,099.44751	60.333333	99.304246	175	3	3	3	0	3	3	3	3	0	3	3	40	40	11,049.72376	11,049.72376	36	130	73.6	51.48592	2,650.8	0	0	0	0	1	92	36	130	40	2	72	2	260	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	31,089	4	4	120	528	30	30	30	0	132	132	132	0	20,843.38512	257.325742	4,441.285714	11,660.18915	30,884	1	30,890	10,296.66667	17,829.15366	30,884	3	135	45	42.142615	85	1	80	80	128.662871	128.662871	30	132	75.333333	53.75872	2,890	0	0	0	0	1	84.75	30	132	80	4	120	4	528	-1	-1	3	20	0	0	0	0	0	0	BENIGN
53	47,209	2	2	70	692	35	35	35	0	346	346	346	0	16,140.99007	84.729607	15,736.33333	27,211.10443	47,157	4	48	48	0	48	48	4	4	0	4	4	64	64	42.364803	42.364803	35	346	159.4	170.341715	29,016.3	0	0	0	0	1	199.25	35	346	64	2	70	2	692	-1	-1	1	32	0	0	0	0	0	0	BENIGN
34,110	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	32	32	12,048.19277	12,048.19277	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	349	252	0	32	0	0	0	0	0	0	BENIGN
53	430	2	2	76	166	38	38	38	0	83	83	83	0	562,790.6977	9,302.325581	143.333333	246.528565	428	1	1	1	0	1	1	1	1	0	1	1	64	64	4,651.162791	4,651.162791	38	83	56	24.647515	607.5	0	0	0	0	1	70	38	83	64	2	76	2	166	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	219	2	2	70	230	35	35	35	0	115	115	115	0	1,369,863.014	18,264.84018	73	83.624159	166	4	4	4	0	4	4	49	49	0	49	49	64	64	9,132.420091	9,132.420091	35	115	67	43.817805	1,920	0	0	0	0	1	83.75	35	115	64	2	70	2	230	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	30,658	2	2	92	124	46	46	46	0	62	62	62	0	7,045.469372	130.471655	10,219.33333	17,694.34238	30,651	3	4	4	0	4	4	3	3	0	3	3	64	64	65.235828	65.235828	46	62	52.4	8.763561	76.8	0	0	0	0	1	65.5	46	62	64	2	92	2	124	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	142	2	2	88	120	44	44	44	0	60	60	60	0	1,464,788.732	28,169.01408	47.333333	76.787586	136	3	3	3	0	3	3	3	3	0	3	3	40	40	14,084.50704	14,084.50704	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	BENIGN
18,220	200	1	1	6	6	6	6	6	0	6	6	6	0	60,000	10,000	200	0	200	200	0	0	0	0	0	0	0	0	0	0	20	20	5,000	5,000	6	6	6	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	119	253	0	20	0	0	0	0	0	0	BENIGN
443	2,374,460	2	1	341	6	335	6	170.5	232.638131	6	6	6	0	146.13849	1.263445	1,187,230	1,510,507.364	2,255,320	119,140	2,255,320	2,255,320	0	2,255,320	2,255,320	0	0	0	0	0	40	20	0.842297	0.421148	6	335	88.25	164.5	27,060.25	0	0	1	0	0	117.666667	170.5	6	40	2	341	1	6	16,318	0	1	20	0	0	0	0	0	0	BENIGN
53	273	2	2	86	206	43	43	43	0	103	103	103	0	1,069,597.07	14,652.01465	91	115.658982	222	3	3	3	0	3	3	48	48	0	48	48	40	40	7,326.007326	7,326.007326	43	103	67	32.863353	1,080	0	0	0	0	1	83.75	43	103	40	2	86	2	206	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	30,915	2	2	74	178	37	37	37	0	89	89	89	0	8,151.382824	129.387029	10,305	17,844.45345	30,910	2	2	2	0	2	2	3	3	0	3	3	64	64	64.693514	64.693514	37	89	57.8	28.481573	811.2	0	0	0	0	1	72.25	37	89	64	2	74	2	178	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	165,895	2	2	62	184	31	31	31	0	92	92	92	0	1,482.865668	24.111637	55,298.33333	95,776.05883	165,891	0	0	0	0	0	0	4	4	0	4	4	40	40	12.055818	12.055818	31	92	55.4	33.411076	1,116.3	0	0	0	0	1	69.25	31	92	40	2	62	2	184	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	882	2	2	70	126	35	35	35	0	63	63	63	0	222,222.2222	4,535.147392	294	502.294734	874	4	4	4	0	4	4	4	4	0	4	4	64	64	2,267.573696	2,267.573696	35	63	46.2	15.336232	235.2	0	0	0	0	1	57.75	35	63	64	2	70	2	126	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	31,654	2	2	62	170	31	31	31	0	85	85	85	0	7,329.247488	126.366336	10,551.33333	18,230.42537	31,602	4	4	4	0	4	4	48	48	0	48	48	40	64	63.183168	63.183168	31	85	52.6	29.577018	874.8	0	0	0	0	1	65.75	31	85	40	2	62	2	170	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	151	2	2	64	96	32	32	32	0	48	48	48	0	1,059,602.649	26,490.06623	50.333333	75.162047	137	3	11	11	0	11	11	3	3	0	3	3	40	40	13,245.03311	13,245.03311	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	BENIGN
53	24,510	2	2	64	276	32	32	32	0	138	138	138	0	13,871.88902	163.198694	8,170	14,105.84053	24,458	3	49	49	0	49	49	3	3	0	3	3	40	64	81.599347	81.599347	32	138	74.4	58.058591	3,370.8	0	0	0	0	1	93	32	138	40	2	64	2	276	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	196	2	2	46	46	23	23	23	0	23	23	23	0	469,387.7551	20,408.16327	65.333333	30.038864	100	47	49	49	0	49	49	47	47	0	47	47	40	40	10,204.08163	10,204.08163	23	23	23	0	0	0	0	0	0	1	28.75	23	23	40	2	46	2	46	-1	-1	1	20	0	0	0	0	0	0	BENIGN
80	11,503,940	8	6	590	11,632	590	0	73.75	208.596501	5,792	0	1,938.666667	2,544.918912	1,062.418615	1.216974	884,918.4615	2,181,043.2	6,501,449	0	6,504,480	929,211.4286	2,457,667.785	6,502,678	0	11,500,000	2,300,784.4	3,194,375.443	6,501,449	48	264	200	0.695414	0.52156	0	5,792	814.8	1,799.270614	3,237,374.743	0	1	0	0	0	873	73.75	1,938.666667	264	8	590	6	11,632	29,200	236	1	32	857	857	857	6,501,449	6,501,449	6,501,449	DoS GoldenEye
80	11,502,682	8	6	495	11,632	495	0	61.875	175.008928	5,792	0	1,938.666667	2,544.918912	1,054.275864	1.217107	884,821.6923	2,180,726.911	6,500,545	1	6,503,925	929,132.1429	2,457,647.16	6,502,552	1	11,500,000	2,300,533.4	3,194,049.072	6,500,545	48	264	200	0.69549	0.521617	0	5,792	808.466667	1,800.285329	3,241,027.267	0	1	0	0	0	866.214286	61.875	1,938.666667	264	8	495	6	11,632	29,200	235	1	32	740	740	740	6,500,545	6,500,545	6,500,545	DoS GoldenEye
22,961	82	1	1	6	6	6	6	6	0	6	6	6	0	146,341.4634	24,390.2439	82	0	82	82	0	0	0	0	0	0	0	0	0	0	20	20	12,195.12195	12,195.12195	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	BENIGN
53	30,985	2	2	88	250	44	44	44	0	125	125	125	0	10,908.50411	129.094723	10,328.33333	17,884.00194	30,979	3	3	3	0	3	3	3	3	0	3	3	40	40	64.547362	64.547362	44	125	76.4	44.365527	1,968.3	0	0	0	0	1	95.5	44	125	40	2	88	2	250	-1	-1	1	20	0	0	0	0	0	0	BENIGN
443	945,458	12	11	10,775	5,721	4,021	0	897.916667	1,520.026343	1,460	0	520.090909	606.460791	17,447.62856	24.326834	42,975.36364	57,797.32531	216,027	49	945,458	85,950.72727	97,536.71656	281,065	1,118	804,042	80,404.2	113,181.6837	359,219	49	252	232	12.692261	11.634573	0	4,021	687.333333	1,149.772555	1,321,976.928	0	1	0	0	0	717.217391	897.916667	520.090909	252	12	10,775	11	5,721	8,192	513	11	20	0	0	0	0	0	0	BENIGN
443	46	2	0	12	0	6	6	6	0	0	0	0	0	260,869.5652	43,478.26087	46	0	46	46	46	46	0	46	46	0	0	0	0	0	40	0	43,478.26087	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	BENIGN
80	23,125	1	1	0	0	0	0	0	0	0	0	0	0	0	86.486486	23,125	0	23,125	23,125	0	0	0	0	0	0	0	0	0	0	32	32	43.243243	43.243243	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	BENIGN
58,000	4,478	2	0	6	0	6	0	3	4.242641	0	0	0	0	1,339.883877	446.627959	4,478	0	4,478	4,478	4,478	4,478	0	4,478	4,478	0	0	0	0	0	52	0	446.627959	0	0	6	2	3.464102	12	0	0	1	0	0	3	3	0	52	2	6	0	0	374	-1	1	20	0	0	0	0	0	0	BENIGN
53	143	2	2	66	122	33	33	33	0	61	61	61	0	1,314,685.315	27,972.02797	47.666667	77.364936	137	3	3	3	0	3	3	3	3	0	3	3	64	64	13,986.01399	13,986.01399	33	61	44.2	15.336232	235.2	0	0	0	0	1	55.25	33	61	64	2	66	2	122	-1	-1	1	32	0	0	0	0	0	0	BENIGN
80	11,500,965	7	5	296	11,632	296	0	42.285714	111.877484	10,184	0	2,326.4	4,437.056321	1,037.130363	1.043391	1,045,542.273	2,349,070.911	6,498,892	36	6,503,918	1,083,986.333	2,654,434.959	6,502,329	220	11,500,000	2,875,232.25	3,375,293.914	6,498,892	196	232	168	0.608645	0.434746	0	10,184	917.538462	2,812.972586	7,912,814.769	0	1	0	0	0	994	42.285714	2,326.4	232	7	296	5	11,632	29,200	235	1	32	870	870	870	6,498,892	6,498,892	6,498,892	DoS GoldenEye
53	260	2	2	66	194	33	33	33	0	97	97	97	0	1,000,000	15,384.61538	86.666667	66.972631	164	48	48	48	0	48	48	48	48	0	48	48	40	40	7,692.307692	7,692.307692	33	97	58.6	35.054244	1,228.8	0	0	0	0	1	73.25	33	97	40	2	66	2	194	-1	-1	1	20	0	0	0	0	0	0	BENIGN

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