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	80,243	4	2	116	166	29	29	29	0	83	83	83	0	3,514.325237	74.772877	16,048.6	22,020.61728	42,190	1	42,194	14,064.66667	24,357.25318	42,190	1	4	4	0	4	4	80	40	49.848585	24.924292	29	83	44.428571	26.349302	694.285714	0	0	0	0	0	51.833333	29	83	80	4	116	2	166	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
53	61,625	2	2	60	244	30	30	30	0	122	122	122	0	4,933.06288	64.908722	20,541.66667	35,573.14816	61,618	3	3	3	0	3	3	4	4	0	4	4	64	64	32.454361	32.454361	30	122	66.8	50.390475	2,539.2	0	0	0	0	1	83.5	30	122	64	2	60	2	244	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
80	11,514,885	8	6	459	11,632	459	0	57.375	162.281006	5,792	0	1,938.666667	2,544.918912	1,050.032197	1.215818	885,760.3846	2,183,004.676	6,508,799	2	6,512,778	930,396.8571	2,460,364.937	6,509,980	2	11,500,000	2,302,973.4	3,197,466.067	6,508,799	14	264	200	0.694753	0.521065	0	5,792	806.066667	1,800.757002	3,242,725.781	0	1	0	0	0	863.642857	57.375	1,938.666667	264	8	459	6	11,632	29,200	235	1	32	914	0	914	914	6,508,799	0	6,508,799	6,508,799	DoS GoldenEye
53	245	2	2	66	578	33	33	33	0	289	289	289	0	2,628,571.429	16,326.53061	81.666667	135.389561	238	3	4	4	0	4	4	3	3	0	3	3	40	40	8,163.265306	8,163.265306	33	289	135.4	140.216975	19,660.8	0	0	0	0	1	169.25	33	289	40	2	66	2	578	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
50,063	33	1	1	6	6	6	6	6	0	6	6	6	0	363,636.3636	60,606.06061	33	0	33	33	0	0	0	0	0	0	0	0	0	0	20	20	30,303.0303	30,303.0303	6	6	6	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	115	256	0	20	0	0	0	0	0	0	0	0	BENIGN
53	30,840	2	2	66	330	33	33	33	0	165	165	165	0	12,840.46693	129.701686	10,280	17,800.28615	30,834	3	3	3	0	3	3	3	3	0	3	3	64	64	64.850843	64.850843	33	165	85.8	72.299378	5,227.2	0	0	0	0	1	107.25	33	165	64	2	66	2	330	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
50,226	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	208	2	2	72	322	36	36	36	0	161	161	161	0	1,894,230.769	19,230.76923	69.333333	80.450813	158	1	1	1	0	1	1	49	49	0	49	49	40	40	9,615.384615	9,615.384615	36	161	86	68.46532	4,687.5	0	0	0	0	1	107.5	36	161	40	2	72	2	322	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	471,241	1	1	39	169	39	39	39	0	169	169	169	0	441.38774	4.244113	471,241	0	471,241	471,241	0	0	0	0	0	0	0	0	0	0	20	32	2.122056	2.122056	39	169	82.333333	75.055535	5,633.333333	0	0	0	0	1	123.5	39	169	20	1	39	1	169	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
80	86,252	1	1	0	0	0	0	0	0	0	0	0	0	0	23.187868	86,252	0	86,252	86,252	0	0	0	0	0	0	0	0	0	0	32	32	11.593934	11.593934	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	245	151	0	32	0	0	0	0	0	0	0	0	BENIGN
53	25,094	2	2	70	232	35	35	35	0	116	116	116	0	12,034.74934	159.400654	8,364.666667	14,484.56359	25,090	1	1	1	0	1	1	3	3	0	3	3	64	64	79.700327	79.700327	35	116	67.4	44.365527	1,968.3	0	0	0	0	1	84.25	35	116	64	2	70	2	232	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53,083	129	4	2	0	0	0	0	0	0	0	0	0	0	0	46,511.62791	25.8	55.454486	125	1	3	1	0	1	1	1	1	0	1	1	176	64	31,007.75194	15,503.87597	0	0	0	0	0	0	0	1	0	0	0	0	0	176	4	0	2	0	408	65,535	0	44	0	0	0	0	0	0	0	0	BENIGN
80	11,507,641	5	4	443	3,525	443	0	88.6	198.115623	3,525	0	881.25	1,762.5	344.814372	0.782089	1,438,455.125	2,691,435.448	6,502,900	79	6,510,416	1,627,604	3,253,970.679	6,508,560	314	11,500,000	3,835,854	3,404,734.636	6,502,900	858	168	136	0.434494	0.347595	0	3,525	396.8	1,107.919552	1,227,485.733	0	1	0	0	0	440.888889	88.6	881.25	168	5	443	4	3,525	29,200	235	1	32	937	0	937	937	6,502,900	0	6,502,900	6,502,900	DoS GoldenEye
53	795,322	2	2	54	126	27	27	27	0	63	63	63	0	226.323426	5.029409	265,107.3333	459,175.9067	795,318	1	1	1	0	1	1	3	3	0	3	3	64	64	2.514705	2.514705	27	63	41.4	19.718012	388.8	0	0	0	0	1	51.75	27	63	64	2	54	2	126	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	24,717	2	2	62	224	31	31	31	0	112	112	112	0	11,570.98353	161.831938	8,239	14,266.90254	24,713	1	1	1	0	1	1	3	3	0	3	3	64	64	80.915969	80.915969	31	112	63.4	44.365527	1,968.3	0	0	0	0	1	79.25	31	112	64	2	62	2	224	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
60,959	2	1	2	6	12	6	6	6	0	6	6	6	0	9,000,000	1,500,000	1	0	1	1	0	0	0	0	0	1	1	0	1	1	20	40	500,000	1,000,000	6	6	6	0	0	0	0	1	1	2	8	6	6	20	1	6	2	12	245	256	0	20	0	0	0	0	0	0	0	0	BENIGN
53	271	2	2	92	258	46	46	46	0	129	129	129	0	1,291,512.915	14,760.1476	90.333333	117.925118	224	1	1	1	0	1	1	46	46	0	46	46	64	64	7,380.073801	7,380.073801	46	129	79.2	45.460972	2,066.7	0	0	0	0	1	99	46	129	64	2	92	2	258	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	383,250	2	2	52	158	26	26	26	0	79	79	79	0	547.945206	10.437052	127,750	221,224.4584	383,198	4	4	4	0	4	4	48	48	0	48	48	40	40	5.218526	5.218526	26	79	47.2	29.029296	842.7	0	0	0	0	1	59	26	79	40	2	52	2	158	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
49,934	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	136	275	0	32	0	0	0	0	0	0	0	0	BENIGN
53	815	2	2	74	198	37	37	37	0	99	99	99	0	333,742.3313	4,907.97546	271.666667	465.345391	809	2	2	2	0	2	2	4	4	0	4	4	40	40	2,453.98773	2,453.98773	37	99	61.8	33.958799	1,153.2	0	0	0	0	1	77.25	37	99	40	2	74	2	198	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	76,430	4	2	188	216	47	47	47	0	108	108	108	0	5,285.882507	78.503206	15,286	21,400.50308	44,541	3	31,886	10,628.66667	18,404.19453	31,880	3	3	3	0	3	3	104	40	52.33547	26.167735	47	108	64.428571	29.764952	885.952381	0	0	0	0	0	75.166667	47	108	104	4	188	2	216	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
53	210	2	2	46	46	23	23	23	0	23	23	23	0	438,095.2381	19,047.61905	70	82.237461	161	1	48	48	0	48	48	1	1	0	1	1	64	64	9,523.809524	9,523.809524	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	0	0	BENIGN
53	31,506	2	2	64	96	32	32	32	0	48	48	48	0	5,078.397766	126.959944	10,502	18,147.57755	31,457	1	48	48	0	48	48	1	1	0	1	1	80	80	63.479972	63.479972	32	48	38.4	8.763561	76.8	0	0	0	0	1	48	32	48	80	2	64	2	96	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	52,131	2	2	86	204	43	43	43	0	102	102	102	0	5,562.908826	76.729777	17,377	30,093.51679	52,126	1	4	4	0	4	4	1	1	0	1	1	40	40	38.364888	38.364888	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	0	0	BENIGN
80	24,408	1	1	0	0	0	0	0	0	0	0	0	0	0	81.940347	24,408	0	24,408	24,408	0	0	0	0	0	0	0	0	0	0	32	32	40.970174	40.970174	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	284	972	0	32	0	0	0	0	0	0	0	0	BENIGN
53	48,806	2	2	74	230	37	37	37	0	115	115	115	0	6,228.742368	81.957136	16,268.66667	28,173.82715	48,801	1	1	1	0	1	1	4	4	0	4	4	64	64	40.978568	40.978568	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
80	11,509,836	7	5	393	11,632	393	0	56.142857	148.540038	7,240	0	2,326.4	3,340.904788	1,044.758587	1.042587	1,046,348.727	2,350,624.691	6,504,339	3	6,510,714	1,085,119	2,657,087.945	6,508,877	3	11,500,000	2,877,447.75	3,377,972.476	6,504,339	148	232	168	0.608175	0.434411	0	7,240	925	2,249.788657	5,061,549	0	1	0	0	0	1,002.083333	56.142857	2,326.4	232	7	393	5	11,632	29,200	235	1	32	902	0	902	902	6,504,339	0	6,504,339	6,504,339	DoS GoldenEye
58,359	21	1	1	6	6	6	6	6	0	6	6	6	0	571,428.5714	95,238.09524	21	0	21	21	0	0	0	0	0	0	0	0	0	0	20	20	47,619.04762	47,619.04762	6	6	6	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	65,535	28,835	0	20	0	0	0	0	0	0	0	0	BENIGN
53	23,713	2	2	88	120	44	44	44	0	60	60	60	0	8,771.559904	168.683844	7,904.333333	13,685.51078	23,707	3	3	3	0	3	3	3	3	0	3	3	40	40	84.341922	84.341922	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
49,352	3	2	0	124	0	62	62	62	0	0	0	0	0	41,300,000	666,666.6667	3	0	3	3	3	3	0	3	3	0	0	0	0	0	64	0	666,666.6667	0	62	62	62	0	0	0	0	0	0	0	93	62	0	64	2	124	0	0	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
50,404	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	114	255	0	20	0	0	0	0	0	0	0	0	BENIGN
53	202	2	2	82	114	41	41	41	0	57	57	57	0	970,297.0297	19,801.9802	67.333333	107.983023	192	3	192	192	0	192	192	3	3	0	3	3	64	64	9,900.990099	9,900.990099	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	0	0	BENIGN
53	802	2	2	98	154	49	49	49	0	77	77	77	0	314,214.4638	4,987.531172	267.333333	456.973012	795	3	4	4	0	4	4	3	3	0	3	3	64	64	2,493.765586	2,493.765586	49	77	60.2	15.336232	235.2	0	0	0	0	1	75.25	49	77	64	2	98	2	154	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	24,156	2	2	134	296	67	67	67	0	148	148	148	0	17,800.96042	165.59033	8,052	13,900.59197	24,103	4	49	49	0	49	49	4	4	0	4	4	40	40	82.795165	82.795165	67	148	99.4	44.365527	1,968.3	0	0	0	0	1	124.25	67	148	40	2	134	2	296	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
52,306	129,382	2	0	12	0	6	6	6	0	0	0	0	0	92.748605	15.458101	129,382	0	129,382	129,382	129,382	129,382	0	129,382	129,382	0	0	0	0	0	40	0	15.458101	0	6	6	6	0	0	0	0	1	0	0	9	6	0	40	2	12	0	0	123	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	162	2	2	66	180	33	33	33	0	90	90	90	0	1,518,518.519	24,691.35802	54	53.254108	110	4	4	4	0	4	4	48	48	0	48	48	64	64	12,345.67901	12,345.67901	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	1,360	2	2	90	282	45	45	45	0	141	141	141	0	273,529.4118	2,941.176471	453.333333	779.134349	1,353	3	3	3	0	3	3	4	4	0	4	4	64	64	1,470.588235	1,470.588235	45	141	83.4	52.581366	2,764.8	0	0	0	0	1	104.25	45	141	64	2	90	2	282	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
50,752	4,647	2	0	0	0	0	0	0	0	0	0	0	0	0	430.385195	4,647	0	4,647	4,647	4,647	4,647	0	4,647	4,647	0	0	0	0	0	64	0	430.385195	0	0	0	0	0	0	0	0	1	0	0	0	0	0	64	2	0	0	0	105	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	30,411	2	2	80	290	40	40	40	0	145	145	145	0	12,166.65023	131.531354	10,137	17,511.91414	30,358	4	49	49	0	49	49	4	4	0	4	4	80	64	65.765677	65.765677	40	145	82	57.510869	3,307.5	0	0	0	0	1	102.5	40	145	80	2	80	2	290	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	267	2	2	84	362	42	42	42	0	181	181	181	0	1,670,411.985	14,981.27341	89	152.420471	265	1	1	1	0	1	1	1	1	0	1	1	64	64	7,490.636704	7,490.636704	42	181	97.6	76.133435	5,796.3	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
53,841	125	1	1	6	6	6	6	6	0	6	6	6	0	96,000	16,000	125	0	125	125	0	0	0	0	0	0	0	0	0	0	20	20	8,000	8,000	6	6	6	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
53	197	2	2	100	356	50	50	50	0	178	178	178	0	2,314,720.812	20,304.56853	65.666667	73.118625	146	3	3	3	0	3	3	48	48	0	48	48	40	40	10,152.28426	10,152.28426	50	178	101.2	70.108487	4,915.2	0	0	0	0	1	126.5	50	178	40	2	100	2	356	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	10,234,699	6	8	3,739	5,770	2,920	0	623.166667	1,169.451909	1,460	0	721.25	766.781725	929.094251	1.367896	787,284.5385	2,676,334.08	9,690,525	29	544,174	108,834.8	107,003.2788	288,639	339	10,200,000	1,450,071.429	3,761,117.086	9,979,012	48	132	172	0.586241	0.781655	0	2,920	633.933333	903.063395	815,523.4952	0	1	0	0	1	679.214286	623.166667	721.25	132	6	3,739	8	5,770	8,192	13	5	20	544,174	0	544,174	544,174	9,690,525	0	9,690,525	9,690,525	BENIGN
443	7,882	1	1	6	6	6	6	6	0	6	6	6	0	1,522.456229	253.742705	7,882	0	7,882	7,882	0	0	0	0	0	0	0	0	0	0	20	20	126.871352	126.871352	6	6	6	0	0	1	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	134	2	2	112	144	56	56	56	0	72	72	72	0	1,910,447.761	29,850.74627	44.666667	72.168784	128	3	3	3	0	3	3	3	3	0	3	3	40	40	14,925.37313	14,925.37313	56	72	62.4	8.763561	76.8	0	0	0	0	1	78	56	72	40	2	112	2	144	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
56,940	33	1	1	6	6	6	6	6	0	6	6	6	0	363,636.3636	60,606.06061	33	0	33	33	0	0	0	0	0	0	0	0	0	0	20	20	30,303.0303	30,303.0303	6	6	6	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	913	16,425	0	20	0	0	0	0	0	0	0	0	BENIGN
53	31,026	2	2	70	126	35	35	35	0	63	63	63	0	6,317.282279	128.924128	10,342	17,908.53939	31,021	1	1	1	0	1	1	4	4	0	4	4	64	64	64.462064	64.462064	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	0	0	BENIGN
53	32,683	4	4	332	844	83	83	83	0	211	211	211	0	35,982.009	244.775571	4,669	12,152.60444	32,228	1	32,439	10,813	18,683.64501	32,387	4	32,477	10,825.66667	18,707.31882	32,427	1	80	80	122.387786	122.387786	83	211	139.888889	67.461923	4,551.111111	0	0	0	0	1	157.375	83	211	80	4	332	4	844	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
49,207	52	1	1	6	6	6	6	6	0	6	6	6	0	230,769.2308	38,461.53846	52	0	52	52	0	0	0	0	0	0	0	0	0	0	20	20	19,230.76923	19,230.76923	6	6	6	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	980	16,233	0	20	0	0	0	0	0	0	0	0	BENIGN
123	114,229	4	4	192	192	48	48	48	0	48	48	48	0	3,361.668228	70.034755	16,318.42857	14,992.63939	28,385	258	85,844	28,614.66667	66.763263	28,660	28,538	85,949	28,649.66667	40.525712	28,691	28,610	128	128	35.017377	35.017377	48	48	48	0	0	0	0	0	0	1	54	48	48	128	4	192	4	192	-1	-1	3	32	0	0	0	0	0	0	0	0	BENIGN
80	50,755	1	1	0	0	0	0	0	0	0	0	0	0	0	39.404985	50,755	0	50,755	50,755	0	0	0	0	0	0	0	0	0	0	32	32	19.702492	19.702492	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	251	80	0	32	0	0	0	0	0	0	0	0	BENIGN
61,947	2,044	2	0	6	0	6	0	3	4.242641	0	0	0	0	2,935.420744	978.473581	2,044	0	2,044	2,044	2,044	2,044	0	2,044	2,044	0	0	0	0	0	52	0	978.473581	0	0	6	2	3.464102	12	0	0	1	0	0	3	3	0	52	2	6	0	0	21	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	166	2	2	62	94	31	31	31	0	47	47	47	0	939,759.0361	24,096.38554	55.333333	90.643992	160	3	3	3	0	3	3	3	3	0	3	3	64	64	12,048.19277	12,048.19277	31	47	37.4	8.763561	76.8	0	0	0	0	1	46.75	31	47	64	2	62	2	94	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	91,104	2	2	84	414	42	42	42	0	207	207	207	0	5,466.280295	43.905866	30,368	52,592.85675	91,097	3	3	3	0	3	3	4	4	0	4	4	64	64	21.952933	21.952933	42	207	108	90.374222	8,167.5	0	0	0	0	1	135	42	207	64	2	84	2	414	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	126,240	2	2	78	160	39	39	39	0	80	80	80	0	1,885.297845	31.685678	42,080	72,840.53416	126,189	3	3	3	0	3	3	48	48	0	48	48	40	64	15.842839	15.842839	39	80	55.4	22.456625	504.3	0	0	0	0	1	69.25	39	80	40	2	78	2	160	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
36,906	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	32	32	22,222.22222	22,222.22222	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	349	307	0	32	0	0	0	0	0	0	0	0	BENIGN
53	187	2	2	84	192	42	42	42	0	96	96	96	0	1,475,935.829	21,390.37433	62.333333	67.648602	136	3	48	48	0	48	48	3	3	0	3	3	64	64	10,695.18717	10,695.18717	42	96	63.6	29.577018	874.8	0	0	0	0	1	79.5	42	96	64	2	84	2	192	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	115,859	4	2	140	378	35	35	35	0	189	189	189	0	4,470.95176	51.787086	23,171.8	37,070.87842	85,045	2	30,812	10,270.66667	17,784.12034	30,806	3	2	2	0	2	2	80	40	34.524724	17.262362	35	189	79	75.144306	5,646.666667	0	0	0	0	0	92.166667	35	189	80	4	140	2	378	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
56,883	37	1	1	6	6	6	6	6	0	6	6	6	0	324,324.3243	54,054.05405	37	0	37	37	0	0	0	0	0	0	0	0	0	0	20	20	27,027.02703	27,027.02703	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	0	0	BENIGN
52,434	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	32	32	10,869.56522	10,869.56522	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	114	343	0	32	0	0	0	0	0	0	0	0	BENIGN
53	30,661	2	2	78	202	39	39	39	0	101	101	101	0	9,132.12224	130.458889	10,220.33333	17,695.2084	30,653	4	4	4	0	4	4	4	4	0	4	4	40	64	65.229445	65.229445	39	101	63.8	33.958799	1,153.2	0	0	0	0	1	79.75	39	101	40	2	78	2	202	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	61,411	2	2	70	470	35	35	35	0	235	235	235	0	8,793.212942	65.134911	20,470.33333	35,448.72918	61,403	4	4	4	0	4	4	4	4	0	4	4	40	40	32.567455	32.567455	35	235	115	109.544512	12,000	0	0	0	0	1	143.75	35	235	40	2	70	2	470	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	11,505,630	8	4	436	11,632	436	0	54.5	154.149278	11,632	0	2,908	5,816	1,048.87781	1.042968	1,045,966.364	2,349,185.414	6,501,416	1	6,510,356	930,050.8571	2,459,876.79	6,508,527	1	11,500,000	3,835,194.667	3,404,062.813	6,501,416	866	264	136	0.695312	0.347656	0	11,632	928.307692	3,218.316107	10,400,000	0	1	0	0	0	1,005.666667	54.5	2,908	264	8	436	4	11,632	29,200	235	1	32	912	0	912	912	6,501,416	0	6,501,416	6,501,416	DoS GoldenEye
49,748	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	256	256	0	20	0	0	0	0	0	0	0	0	BENIGN
80	114,309,573	16	14	511	752	427	0	31.9375	105.360631	746	0	53.714286	199.25995	11.048943	0.262445	3,941,709.414	4,867,894.802	10,000,000	94	114,000,000	7,620,638.2	4,229,469.66	10,000,000	165	110,000,000	8,499,168.077	3,759,426.652	10,000,000	20,661	332	424	0.139971	0.122474	0	746	40.741935	151.429625	22,930.93118	0	1	0	0	0	42.1	31.9375	53.714286	332	16	511	14	752	8,192	343	15	20	45,722.90909	32,337.46362	143,223	35,765	9,998,776.636	17,029.69093	10,000,000	9,949,551	BENIGN
80	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	20	20	18,181.81818	18,181.81818	6	6	6	0	0	0	0	1	0	1	9	6	6	20	1	6	1	6	63,329	33,580	0	20	0	0	0	0	0	0	0	0	BENIGN
53	149	2	2	64	96	32	32	32	0	48	48	48	0	1,073,825.503	26,845.63758	49.666667	82.567144	145	1	1	1	0	1	1	3	3	0	3	3	64	64	13,422.81879	13,422.81879	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
53	358,290	1	1	51	121	51	51	51	0	121	121	121	0	480.058054	5.58207	358,290	0	358,290	358,290	0	0	0	0	0	0	0	0	0	0	32	40	2.791035	2.791035	51	121	74.333333	40.414519	1,633.333333	0	0	0	0	1	111.5	51	121	32	1	51	1	121	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	145	2	2	50	82	25	25	25	0	41	41	41	0	910,344.8276	27,586.2069	48.333333	78.519637	139	3	3	3	0	3	3	3	3	0	3	3	40	40	13,793.10345	13,793.10345	25	41	31.4	8.763561	76.8	0	0	0	0	1	39.25	25	41	40	2	50	2	82	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	11,262	2	0	12	0	6	6	6	0	0	0	0	0	1,065.530101	177.58835	11,262	0	11,262	11,262	11,262	11,262	0	11,262	11,262	0	0	0	0	0	40	0	177.58835	0	6	6	6	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	25,104	2	2	68	132	34	34	34	0	66	66	66	0	7,966.857871	159.337157	8,368	14,410.66272	25,008	48	48	48	0	48	48	48	48	0	48	48	40	40	79.668579	79.668579	34	66	46.8	17.527122	307.2	0	0	0	0	1	58.5	34	66	40	2	68	2	132	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	168	2	2	62	206	31	31	31	0	103	103	103	0	1,595,238.095	23,809.52381	56	90.934042	161	3	3	3	0	3	3	4	4	0	4	4	64	64	11,904.7619	11,904.7619	31	103	59.8	39.436024	1,555.2	0	0	0	0	1	74.75	31	103	64	2	62	2	206	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
13,923	69	1	1	6	6	6	6	6	0	6	6	6	0	173,913.0435	28,985.50725	69	0	69	69	0	0	0	0	0	0	0	0	0	0	20	20	14,492.75362	14,492.75362	6	6	6	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	131	256	0	20	0	0	0	0	0	0	0	0	BENIGN
40,107	71	1	1	0	0	0	0	0	0	0	0	0	0	0	28,169.01408	71	0	71	71	0	0	0	0	0	0	0	0	0	0	32	32	14,084.50704	14,084.50704	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	127	333	0	32	0	0	0	0	0	0	0	0	BENIGN
53	347	2	2	68	292	34	34	34	0	146	146	146	0	1,037,463.977	11,527.37752	115.666667	198.608493	345	1	1	1	0	1	1	1	1	0	1	1	64	64	5,763.688761	5,763.688761	34	146	78.8	61.344926	3,763.2	0	0	0	0	1	98.5	34	146	64	2	68	2	292	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	237	2	2	138	238	69	69	69	0	119	119	119	0	1,586,497.89	16,877.63713	79	52.829916	140	48	49	49	0	49	49	48	48	0	48	48	52	40	8,438.818565	8,438.818565	69	119	89	27.386128	750	0	0	0	0	1	111.25	69	119	52	2	138	2	238	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
50,871	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	32	32	18,181.81818	18,181.81818	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	332	229	0	32	0	0	0	0	0	0	0	0	BENIGN
49,274	27	1	1	0	0	0	0	0	0	0	0	0	0	0	74,074.07407	27	0	27	27	0	0	0	0	0	0	0	0	0	0	32	32	37,037.03704	37,037.03704	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
389	26	1	4	6	24	6	6	6	0	6	6	6	0	1,153,846.154	192,307.6923	6.5	10.40833	22	0	0	0	0	0	0	4	1.333333	1.527525	3	0	20	80	38,461.53846	153,846.1538	6	6	6	0	0	0	0	1	1	4	7.2	6	6	20	1	6	4	24	16,425	0	0	20	0	0	0	0	0	0	0	0	BENIGN
53	31,242	2	2	66	98	33	33	33	0	49	49	49	0	5,249.343832	128.032776	10,414	18,030.64891	31,234	4	4	4	0	4	4	4	4	0	4	4	64	80	64.016388	64.016388	33	49	39.4	8.763561	76.8	0	0	0	0	1	49.25	33	49	64	2	66	2	98	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
51,956	60	1	1	6	6	6	6	6	0	6	6	6	0	200,000	33,333.33333	60	0	60	60	0	0	0	0	0	0	0	0	0	0	20	20	16,666.66667	16,666.66667	6	6	6	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	288	253	0	20	0	0	0	0	0	0	0	0	BENIGN
50,305	160	1	1	0	0	0	0	0	0	0	0	0	0	0	12,500	160	0	160	160	0	0	0	0	0	0	0	0	0	0	32	32	6,250	6,250	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	22	33,304	0	32	0	0	0	0	0	0	0	0	BENIGN
80	11,506,690	8	5	367	11,632	367	0	45.875	129.754094	7,288	0	2,326.4	3,351.290617	1,042.784676	1.129778	958,890.8333	2,260,496.715	6,502,303	0	6,510,494	930,070.5714	2,459,965.988	6,508,749	0	11,500,000	2,876,661.5	3,377,054.987	6,502,303	126	264	168	0.695248	0.43453	0	7,288	857.071429	2,180.966069	4,756,612.995	0	1	0	0	0	923	45.875	2,326.4	264	8	367	5	11,632	29,200	235	1	32	834	0	834	834	6,502,303	0	6,502,303	6,502,303	DoS GoldenEye
52,368	22	1	1	0	0	0	0	0	0	0	0	0	0	0	90,909.09091	22	0	22	22	0	0	0	0	0	0	0	0	0	0	32	32	45,454.54545	45,454.54545	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	1,163	1,324	0	32	0	0	0	0	0	0	0	0	BENIGN
53	31,250	2	2	76	202	38	38	38	0	101	101	101	0	8,896	128	10,416.66667	18,036.99976	31,244	3	3	3	0	3	3	3	3	0	3	3	64	40	64	64	38	101	63.2	34.506521	1,190.7	0	0	0	0	1	79	38	101	64	2	76	2	202	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
45,126	61	1	3	0	18	0	0	0	0	6	6	6	0	295,081.9672	65,573.77049	20.333333	30.92464	56	1	0	0	0	0	0	5	2.5	2.12132	4	1	32	60	16,393.44262	49,180.32787	0	6	3.6	3.286335	10.8	0	0	1	0	3	4.5	0	6	32	1	0	3	18	1,016	0	0	32	0	0	0	0	0	0	0	0	BENIGN
53	86,966	2	2	68	250	34	34	34	0	125	125	125	0	3,656.60143	45.994987	28,988.66667	50,204.64736	86,960	3	3	3	0	3	3	3	3	0	3	3	64	40	22.997493	22.997493	34	125	70.4	49.842753	2,484.3	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
52,977	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	32	32	15,384.61538	15,384.61538	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	349	316	0	32	0	0	0	0	0	0	0	0	BENIGN
53	48,855	2	2	72	190	36	36	36	0	95	95	95	0	5,362.80831	81.874936	16,285	28,122.44294	48,758	48	49	49	0	49	49	48	48	0	48	48	64	64	40.937468	40.937468	36	95	59.6	32.315631	1,044.3	0	0	0	0	1	74.5	36	95	64	2	72	2	190	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	100,206	2	2	96	356	48	48	48	0	178	178	178	0	4,510.707942	39.917769	33,402	57,849.63097	100,201	1	1	1	0	1	1	4	4	0	4	4	40	64	19.958885	19.958885	48	178	100	71.203932	5,070	0	0	0	0	1	125	48	178	40	2	96	2	356	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	199	2	2	70	166	35	35	35	0	83	83	83	0	1,185,929.648	20,100.50251	66.333333	72.569507	146	4	4	4	0	4	4	49	49	0	49	49	64	64	10,050.25126	10,050.25126	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
42,591	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	32	32	14,705.88235	14,705.88235	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
443	682,023	8	8	3,973	4,564	3,365	0	496.625	1,162.924876	1,460	0	570.5	637.897439	12,517.17317	23.459619	45,468.2	78,680.23463	290,141	3	682,023	97,431.85714	132,215.9735	380,436	804	590,512	84,358.85714	103,898.6128	290,141	3	172	172	11.72981	11.72981	0	3,365	502.176471	887.585365	787,807.7794	0	1	0	0	1	533.5625	496.625	570.5	172	8	3,973	8	4,564	8,192	513	7	20	0	0	0	0	0	0	0	0	BENIGN
53	48,599	2	2	68	100	34	34	34	0	50	50	50	0	3,456.861252	82.30622	16,199.66667	28,053.44958	48,593	3	3	3	0	3	3	3	3	0	3	3	64	64	41.15311	41.15311	34	50	40.4	8.763561	76.8	0	0	0	0	1	50.5	34	50	64	2	68	2	100	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	66,961	4	4	160	420	40	40	40	0	105	105	105	0	8,661.758337	119.472529	9,565.857143	18,824.05835	49,760	3	66,814	22,271.33333	38,569.88473	66,808	3	17,198	5,732.666667	9,924.073777	17,192	3	80	80	59.736264	59.736264	40	105	68.888889	34.258008	1,173.611111	0	0	0	0	1	77.5	40	105	80	4	160	4	420	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
60,863	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	383	688	0	32	0	0	0	0	0	0	0	0	BENIGN
443	38,448,144	18	20	794	20,784	384	0	44.111111	99.64991	2,920	0	1,039.2	821.949006	561.223449	0.988344	1,039,139.027	2,937,516.468	10,000,000	1	38,400,000	2,261,655.529	4,072,329.588	10,000,000	166	31,300,000	1,649,783.684	3,739,123.063	10,100,000	48	372	448	0.468163	0.520181	0	2,920	553.282051	772.900414	597,375.0499	0	1	0	0	1	567.842105	44.111111	1,039.2	372	18	794	20	20,784	8,192	123	17	20	340,860.75	619,548.1672	1,270,183	31,056	9,271,175.25	1,466,714.317	10,000,000	7,071,172	BENIGN
53	267	2	2	72	454	36	36	36	0	227	227	227	0	1,970,037.453	14,981.27341	89	153.287312	266	0	0	0	0	0	0	1	1	0	1	1	80	80	7,490.636704	7,490.636704	36	227	112.4	104.615009	10,944.3	0	0	0	0	1	140.5	36	227	80	2	72	2	454	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
80	11,510,907	7	5	353	11,632	353	0	50.428571	133.421459	5,840	0	2,326.4	3,185.599598	1,041.186416	1.04249	1,046,446.091	2,351,052.362	6,505,328	0	6,510,836	1,085,139.333	2,657,171.064	6,509,067	0	11,500,000	2,877,719.5	3,378,343.559	6,505,328	192	232	168	0.608119	0.434371	0	5,840	921.923077	2,174.247474	4,727,352.077	0	1	0	0	0	998.75	50.428571	2,326.4	232	7	353	5	11,632	29,200	235	1	32	849	0	849	849	6,505,328	0	6,505,328	6,505,328	DoS GoldenEye
53	55,037	2	2	90	354	45	45	45	0	177	177	177	0	8,067.30018	72.67838	18,345.66667	31,770.43061	55,031	3	3	3	0	3	3	3	3	0	3	3	40	64	36.33919	36.33919	45	177	97.8	72.299378	5,227.2	0	0	0	0	1	122.25	45	177	40	2	90	2	354	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN

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