Datasets:

agrawalchaitany
/

cyberbert_dataset

Dataset card Data Studio Files Files and versions Community

Split (1)

train · 2.52M rows

Destination Port float64	Flow Duration float64	Total Fwd Packets float64	Total Backward Packets float64	Total Length of Fwd Packets float64	Total Length of Bwd Packets float64	Fwd Packet Length Max float64	Fwd Packet Length Min float64	Fwd Packet Length Mean float64	Fwd Packet Length Std float64	Bwd Packet Length Max float64	Bwd Packet Length Min float64	Bwd Packet Length Mean float64	Bwd Packet Length Std float64	Flow Bytes/s float64	Flow Packets/s float64	Flow IAT Mean float64	Flow IAT Std float64	Flow IAT Max float64	Flow IAT Min float64	Fwd IAT Total float64	Fwd IAT Mean float64	Fwd IAT Std float64	Fwd IAT Max float64	Fwd IAT Min float64	Bwd IAT Total float64	Bwd IAT Mean float64	Bwd IAT Std float64	Bwd IAT Max float64	Bwd IAT Min float64	Fwd PSH Flags float64	Fwd Header Length float64	Bwd Header Length float64	Fwd Packets/s float64	Bwd Packets/s float64	Min Packet Length float64	Max Packet Length float64	Packet Length Mean float64	Packet Length Std float64	Packet Length Variance float64	FIN Flag Count float64	SYN Flag Count float64	PSH Flag Count float64	ACK Flag Count float64	URG Flag Count float64	Down/Up Ratio float64	Average Packet Size float64	Avg Fwd Segment Size float64	Avg Bwd Segment Size float64	Fwd Header Length.1 float64	Subflow Fwd Packets float64	Subflow Fwd Bytes float64	Subflow Bwd Packets float64	Subflow Bwd Bytes float64	Init_Win_bytes_forward float64	Init_Win_bytes_backward float64	act_data_pkt_fwd float64	min_seg_size_forward float64	Active Mean float64	Active Std float64	Active Max float64	Active Min float64	Idle Mean float64	Idle Std float64	Idle Max float64	Idle Min float64	Label string
53	113,445	2	2	86	288	43	43	43	0	144	144	144	0	3,296.75173	35.259377	37,815	65,453.33786	113,394	3	3	3	0	3	3	48	48	0	48	48	0	40	64	17.629688	17.629688	43	144	83.4	55.319978	3,060.3	0	0	0	0	0	1	104.25	43	144	40	2	86	2	288	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	11,506,274	8	5	410	11,632	410	0	51.25	144.95689	10,184	0	2,326.4	4,437.056321	1,046.559468	1.129818	958,856.1667	2,260,775.975	6,500,478	1	6,506,392	929,484.5714	2,458,362.224	6,504,526	1	11,500,000	2,876,556.25	3,376,610.891	6,500,478	192	0	264	168	0.695273	0.434546	0	10,184	860.142857	2,712.092858	7,355,447.67	0	0	1	0	0	0	926.307692	51.25	2,326.4	264	8	410	5	11,632	29,200	235	1	32	947	0	947	947	6,500,478	0	6,500,478	6,500,478	DoS GoldenEye
53	48,716	2	2	86	200	43	43	43	0	100	100	100	0	5,870.761146	82.108548	16,238.66667	28,122.73163	48,712	1	1	1	0	1	1	3	3	0	3	3	0	40	40	41.054274	41.054274	43	100	65.8	31.220186	974.7	0	0	0	0	0	1	82.25	43	100	40	2	86	2	200	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
43,082	74	1	1	0	0	0	0	0	0	0	0	0	0	0	27,027.02703	74	0	74	74	0	0	0	0	0	0	0	0	0	0	0	32	32	13,513.51351	13,513.51351	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	114	303	0	32	0	0	0	0	0	0	0	0	BENIGN
52,330	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	0	20	20	1,000,000	1,000,000	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	946	16,425	0	20	0	0	0	0	0	0	0	0	BENIGN
53	71,576	2	2	60	424	30	30	30	0	212	212	212	0	6,762.043143	55.884654	23,858.66667	41,278.52965	71,523	4	4	4	0	4	4	49	49	0	49	49	0	40	40	27.942327	27.942327	30	212	102.8	99.685505	9,937.2	0	0	0	0	0	1	128.5	30	212	40	2	60	2	424	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
57,098	89	1	1	6	6	6	6	6	0	6	6	6	0	134,831.4607	22,471.91011	89	0	89	89	0	0	0	0	0	0	0	0	0	0	0	20	20	11,235.95506	11,235.95506	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	106	16,425	0	20	0	0	0	0	0	0	0	0	BENIGN
53	31,099	2	2	90	146	45	45	45	0	73	73	73	0	7,588.668446	128.621499	10,366.33333	17,871.01156	31,002	48	49	49	0	49	49	48	48	0	48	48	0	64	40	64.31075	64.31075	45	73	56.2	15.336232	235.2	0	0	0	0	0	1	70.25	45	73	64	2	90	2	146	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
34,373	51	1	1	0	0	0	0	0	0	0	0	0	0	0	39,215.68627	51	0	51	51	0	0	0	0	0	0	0	0	0	0	0	32	32	19,607.84314	19,607.84314	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	357	254	0	32	0	0	0	0	0	0	0	0	BENIGN
53	174	2	2	90	122	45	45	45	0	61	61	61	0	1,218,390.805	22,988.50575	58	94.398093	167	3	3	3	0	3	3	4	4	0	4	4	0	40	40	11,494.25287	11,494.25287	45	61	51.4	8.763561	76.8	0	0	0	0	0	1	64.25	45	61	40	2	90	2	122	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	34,806	4	1	24	0	6	6	6	0	0	0	0	0	689.536287	143.653393	8,701.5	17,397.66683	34,798	1	34,806	11,602	20,093.52142	34,804	1	0	0	0	0	0	0	80	44	114.922715	28.730679	0	6	5	2.44949	6	1	0	0	0	0	0	6	6	0	80	4	24	1	0	0	1,006	3	20	0	0	0	0	0	0	0	0	BENIGN
53	251	2	2	68	326	34	34	34	0	163	163	163	0	1,569,721.116	15,936.25498	83.666667	139.718765	245	3	3	3	0	3	3	3	3	0	3	3	0	64	64	7,968.12749	7,968.12749	34	163	85.6	70.65621	4,992.3	0	0	0	0	0	1	107	34	163	64	2	68	2	326	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
60,191	79	2	1	31	6	31	0	15.5	21.92031	6	6	6	0	468,354.4304	37,974.68354	39.5	51.618795	76	3	3	3	0	3	3	0	0	0	0	0	1	64	20	25,316.4557	12,658.22785	0	31	17	16.350331	267.333333	0	1	0	1	0	0	22.666667	15.5	6	64	2	31	1	6	1,006	0	0	32	0	0	0	0	0	0	0	0	BENIGN
53	185	2	2	66	252	33	33	33	0	126	126	126	0	1,718,918.919	21,621.62162	61.666667	66.560749	134	3	3	3	0	3	3	48	48	0	48	48	0	40	40	10,810.81081	10,810.81081	33	126	70.2	50.938198	2,594.7	0	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
53	231	2	2	94	206	47	47	47	0	103	103	103	0	1,298,701.299	17,316.01732	77	49.36598	134	48	49	49	0	49	49	48	48	0	48	48	0	64	64	8,658.008658	8,658.008658	47	103	69.4	30.672463	940.8	0	0	0	0	0	1	86.75	47	103	64	2	94	2	206	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
80	11,503,105	8	4	340	11,632	340	0	42.5	120.208153	11,632	0	2,908	5,816	1,040.762472	1.043197	1,045,736.818	2,349,303.098	6,499,410	1	6,505,193	929,313.2857	2,457,914.777	6,503,340	1	11,500,000	3,834,339.667	3,403,196.781	6,499,410	845	0	264	136	0.695464	0.347732	0	11,632	920.923077	3,219.649734	10,400,000	0	0	1	0	0	0	997.666667	42.5	2,908	264	8	340	4	11,632	29,200	235	1	32	931	0	931	931	6,499,410	0	6,499,410	6,499,410	DoS GoldenEye
53	1,204,640	2	2	64	96	32	32	32	0	48	48	48	0	132.819764	3.320494	401,546.6667	695,455.9274	1,204,590	3	47	47	0	47	47	3	3	0	3	3	0	64	64	1.660247	1.660247	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
49,327	100	1	1	0	0	0	0	0	0	0	0	0	0	0	20,000	100	0	100	100	0	0	0	0	0	0	0	0	0	0	0	32	32	10,000	10,000	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
53	61,245	4	2	136	152	34	34	34	0	76	76	76	0	4,702.424688	97.967181	12,249	17,159.97688	35,886	3	35,893	11,964.33333	20,716.77104	35,886	3	49	49	0	49	49	0	104	40	65.311454	32.655727	34	76	46	20.493902	420	0	0	0	0	0	0	53.666667	34	76	104	4	136	2	152	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
50,512	53	1	1	6	6	6	6	6	0	6	6	6	0	226,415.0943	37,735.84906	53	0	53	53	0	0	0	0	0	0	0	0	0	0	0	20	20	18,867.92453	18,867.92453	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	60	299	0	20	0	0	0	0	0	0	0	0	BENIGN
5,355	410,037	26	0	2,340	0	90	90	90	0	0	0	0	0	5,706.802069	63.408912	16,401.48	82,000.525	410,004	1	410,037	16,401.48	82,000.525	410,004	1	0	0	0	0	0	0	832	0	63.408912	0	90	90	90	0	0	0	0	0	0	0	0	93.461538	90	0	832	26	2,340	0	0	-1	-1	25	32	0	0	0	0	0	0	0	0	BENIGN
39,420	53	1	1	0	0	0	0	0	0	0	0	0	0	0	37,735.84906	53	0	53	53	0	0	0	0	0	0	0	0	0	0	0	32	32	18,867.92453	18,867.92453	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	905	229	0	32	0	0	0	0	0	0	0	0	BENIGN
34,988	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	0	1	0	0	0	32	1	0	1	0	349	316	0	32	0	0	0	0	0	0	0	0	BENIGN
53	62,787	2	2	72	386	36	36	36	0	193	193	193	0	7,294.503639	63.707455	20,929	36,204.199	62,734	4	49	49	0	49	49	4	4	0	4	4	0	40	40	31.853728	31.853728	36	193	98.8	85.992442	7,394.7	0	0	0	0	0	1	123.5	36	193	40	2	72	2	386	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	11,504,291	5	5	348	3,525	348	0	69.6	155.630331	2,077	0	705	990.64474	336.656992	0.869241	1,278,254.556	2,562,540.157	6,500,661	2	6,506,322	1,626,580.5	3,252,591.675	6,505,468	2	11,500,000	2,876,054	3,376,255.53	6,500,661	163	0	168	168	0.43462	0.43462	0	2,077	352.090909	718.894214	516,808.8909	0	0	1	0	0	1	387.3	69.6	705	168	5	348	5	3,525	29,200	235	1	32	922	0	922	922	6,500,661	0	6,500,661	6,500,661	DoS GoldenEye
51,022	6,251	2	0	6	0	6	0	3	4.242641	0	0	0	0	959.846425	319.948808	6,251	0	6,251	6,251	6,251	6,251	0	6,251	6,251	0	0	0	0	0	0	52	0	319.948808	0	0	6	2	3.464102	12	0	0	0	1	0	0	3	3	0	52	2	6	0	0	31	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
48,376	37	1	1	0	0	0	0	0	0	0	0	0	0	0	54,054.05405	37	0	37	37	0	0	0	0	0	0	0	0	0	0	0	32	32	27,027.02703	27,027.02703	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	780	345	0	32	0	0	0	0	0	0	0	0	BENIGN
443	26,966,039	10	8	830	3,775	476	0	83	152.985838	1,623	2	471.875	694.134083	170.770353	0.667506	1,586,237.588	3,501,135.807	10,000,000	106	27,000,000	2,996,226.556	4,492,833.393	10,100,000	4,223	20,600,000	2,936,177.429	4,896,769.006	10,100,000	216	0	212	164	0.370837	0.296669	0	1,623	242.368421	489.756653	239,861.5789	0	0	1	0	0	0	255.833333	83	471.875	212	10	830	8	3,775	8,192	31,088	9	20	235,152	228,449.7222	498,943	103,174	8,753,527.667	2,116,770.738	10,000,000	6,309,461	BENIGN
53	193	2	2	78	180	39	39	39	0	90	90	90	0	1,336,787.565	20,725.3886	64.333333	70.924843	142	3	3	3	0	3	3	48	48	0	48	48	0	40	40	10,362.6943	10,362.6943	39	90	59.4	27.93385	780.3	0	0	0	0	0	1	74.25	39	90	40	2	78	2	180	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	10,194,631	9	8	1,143	3,760	806	0	127	262.985741	1,460	0	470	628.136246	480.939428	1.667544	637,164.4375	2,496,656.034	9,999,392	1	10,200,000	1,269,835.375	3,527,320.267	9,999,392	309	10,200,000	1,451,260.429	3,785,339.978	10,000,000	4	0	200	172	0.882818	0.784727	0	1,460	272.388889	478.47898	228,942.134	0	0	1	0	0	0	288.411765	127	470	200	9	1,143	8	3,760	29,200	8,201	8	20	159,291	0	159,291	159,291	9,999,392	0	9,999,392	9,999,392	BENIGN
53	335	2	2	96	268	48	48	48	0	134	134	134	0	1,086,567.164	11,940.29851	111.666667	191.680289	333	1	1	1	0	1	1	1	1	0	1	1	0	64	64	5,970.149254	5,970.149254	48	134	82.4	47.10414	2,218.8	0	0	0	0	0	1	103	48	134	64	2	96	2	268	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
57,928	38	1	1	6	6	6	6	6	0	6	6	6	0	315,789.4737	52,631.57895	38	0	38	38	0	0	0	0	0	0	0	0	0	0	0	20	20	26,315.78947	26,315.78947	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	114	251	0	20	0	0	0	0	0	0	0	0	BENIGN
80	32,257	1	1	0	0	0	0	0	0	0	0	0	0	0	62.002046	32,257	0	32,257	32,257	0	0	0	0	0	0	0	0	0	0	0	32	32	31.001023	31.001023	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	243	64	0	32	0	0	0	0	0	0	0	0	BENIGN
443	137,957	6	6	356	4,636	212	0	59.333333	89.22481	1,460	0	772.666667	755.780568	36,185.18814	86.983625	12,541.54545	13,450.32978	30,593	48	137,957	27,591.4	20,752.23351	54,029	468	84,946	16,989.2	20,189.99385	45,665	48	0	132	132	43.491813	43.491813	0	1,460	384	617.933653	381,842	0	0	1	0	0	1	416	59.333333	772.666667	132	6	356	6	4,636	8,192	119	5	20	0	0	0	0	0	0	0	0	BENIGN
53	23,648	2	2	70	232	35	35	35	0	116	116	116	0	12,770.63599	169.147497	7,882.666667	13,608.16363	23,596	4	48	48	0	48	48	4	4	0	4	4	0	40	40	84.573748	84.573748	35	116	67.4	44.365527	1,968.3	0	0	0	0	0	1	84.25	35	116	40	2	70	2	232	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
49,788	28,090	5	1	5,494	6	1,460	6	1,098.8	629.621474	6	6	6	0	195,799.2168	213.599146	5,618	12,306.34042	27,632	49	28,090	7,022.5	13,739.866	27,632	49	0	0	0	0	0	0	100	20	177.999288	35.599858	6	1,460	994.285714	687.253887	472,317.9048	0	0	0	1	0	0	1,160	1,098.8	6	100	5	5,494	1	6	1,026	0	4	20	0	0	0	0	0	0	0	0	BENIGN
53	172	2	2	58	218	29	29	29	0	109	109	109	0	1,604,651.163	23,255.81395	57.333333	93.243409	165	3	3	3	0	3	3	4	4	0	4	4	0	80	80	11,627.90698	11,627.90698	29	109	61	43.817805	1,920	0	0	0	0	0	1	76.25	29	109	80	2	58	2	218	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
80	11,508,795	8	5	382	11,632	382	0	47.75	135.057395	10,184	0	2,326.4	4,437.056321	1,043.897298	1.129571	959,066.25	2,261,699.302	6,502,817	1	6,506,877	929,553.8571	2,458,571.11	6,505,069	1	11,500,000	2,877,196	3,377,502.352	6,502,817	197	0	264	168	0.695121	0.43445	0	10,184	858.142857	2,712.460644	7,357,442.747	0	0	1	0	0	0	924.153846	47.75	2,326.4	264	8	382	5	11,632	29,200	235	1	32	887	0	887	887	6,502,817	0	6,502,817	6,502,817	DoS GoldenEye
53	122,420	2	2	72	414	36	36	36	0	207	207	207	0	3,969.939552	32.6744	40,806.66667	70,674.0238	122,414	3	3	3	0	3	3	3	3	0	3	3	0	40	40	16.3372	16.3372	36	207	104.4	93.660557	8,772.3	0	0	0	0	0	1	130.5	36	207	40	2	72	2	414	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	29,031	1	1	6	6	6	6	6	0	6	6	6	0	413.351245	68.891874	29,031	0	29,031	29,031	0	0	0	0	0	0	0	0	0	0	0	20	20	34.445937	34.445937	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	29,200	16,384	0	20	0	0	0	0	0	0	0	0	BENIGN
53	72,468	2	2	82	216	41	41	41	0	108	108	108	0	4,112.15985	55.196777	24,156	41,835.95522	72,464	1	1	1	0	1	1	3	3	0	3	3	0	40	64	27.598388	27.598388	41	108	67.8	36.697411	1,346.7	0	0	0	0	0	1	84.75	41	108	40	2	82	2	216	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	389,619	4	2	140	130	35	35	35	0	65	65	65	0	692.984685	15.39966	77,923.8	157,586.4156	358,812	3	30,804	10,268	17,778.63552	30,797	3	3	3	0	3	3	0	128	64	10.26644	5.13322	35	65	43.571429	14.638501	214.285714	0	0	0	0	0	0	50.833333	35	65	128	4	140	2	130	-1	-1	3	32	0	0	0	0	0	0	0	0	BENIGN
53	6,908,814	4	4	194	382	51	46	48.5	2.886751	129	62	95.5	38.682468	83.371763	1.157941	986,973.4286	2,600,648.469	6,884,655	2	6,884,810	2,294,936.667	3,974,939.979	6,884,802	4	6,908,666	2,302,888.667	3,988,715.845	6,908,661	2	0	104	104	0.578971	0.578971	46	129	69.111111	34.519721	1,191.611111	0	0	0	0	0	1	77.75	48.5	95.5	104	4	194	4	382	-1	-1	3	20	151	0	151	151	6,884,655	0	6,884,655	6,884,655	BENIGN
53	180	2	2	122	154	61	61	61	0	77	77	77	0	1,533,333.333	22,222.22222	60	64.83826	130	2	2	2	0	2	2	48	48	0	48	48	0	40	40	11,111.11111	11,111.11111	61	77	67.4	8.763561	76.8	0	0	0	0	0	1	84.25	61	77	40	2	122	2	154	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
52,669	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	0	32	32	20,000	20,000	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	357	840	0	32	0	0	0	0	0	0	0	0	BENIGN
53	122,138	2	2	62	146	31	31	31	0	73	73	73	0	1,702.991698	32.74984	40,712.66667	70,472.24347	122,087	3	3	3	0	3	3	48	48	0	48	48	0	64	80	16.37492	16.37492	31	73	47.8	23.004347	529.2	0	0	0	0	0	1	59.75	31	73	64	2	62	2	146	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	391	2	2	84	162	42	42	42	0	81	81	81	0	629,156.0102	10,230.17903	130.333333	182.044866	339	4	4	4	0	4	4	48	48	0	48	48	0	40	40	5,115.089514	5,115.089514	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
53	198	2	2	70	102	35	35	35	0	51	51	51	0	868,686.8687	20,202.0202	66	72.691127	146	4	48	48	0	48	48	4	4	0	4	4	0	40	40	10,101.0101	10,101.0101	35	51	41.4	8.763561	76.8	0	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
61,828	808	3	1	65	6	53	6	21.666667	27.135463	6	6	6	0	87,871.28713	4,950.49505	269.333333	404.838651	735	1	736	368	519.016377	735	1	0	0	0	0	0	0	60	20	3,712.871287	1,237.623762	6	53	15.4	21.019039	441.8	0	0	0	1	0	0	19.25	21.666667	6	60	3	65	1	6	1,013	0	2	20	0	0	0	0	0	0	0	0	BENIGN
59,662	55	1	1	0	0	0	0	0	0	0	0	0	0	0	36,363.63636	55	0	55	55	0	0	0	0	0	0	0	0	0	0	0	32	32	18,181.81818	18,181.81818	0	0	0	0	0	0	0	0	1	0	1	0	0	0	32	1	0	1	0	1,622	1,324	0	32	0	0	0	0	0	0	0	0	BENIGN
53	31,753	4	2	140	102	35	35	35	0	51	51	51	0	7,621.327119	188.958524	6,350.6	8,824.718426	18,033	3	18,040	6,013.333333	10,409.33669	18,033	3	3	3	0	3	3	0	80	64	125.972349	62.986175	35	51	39.571429	7.807201	60.952381	0	0	0	0	0	0	46.166667	35	51	80	4	140	2	102	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
443	59,077	3	1	18	1,448	6	6	6	0	1,448	1,448	1,448	0	24,815.07186	67.708245	19,692.33333	34,003.38484	58,956	1	58,957	29,478.5	41,687.48028	58,956	1	0	0	0	0	0	0	60	32	50.781184	16.927061	6	1,448	294.4	644.882005	415,872.8	1	0	0	0	0	0	368	6	1,448	60	3	18	1	1,448	0	1,173	2	20	0	0	0	0	0	0	0	0	BENIGN
53	240	2	2	72	136	36	36	36	0	68	68	68	0	866,666.6667	16,666.66667	80	133.367912	234	3	3	3	0	3	3	3	3	0	3	3	0	40	40	8,333.333333	8,333.333333	36	68	48.8	17.527122	307.2	0	0	0	0	0	1	61	36	68	40	2	72	2	136	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	193	2	2	78	238	39	39	39	0	119	119	119	0	1,637,305.699	20,725.3886	64.333333	70.266161	141	3	3	3	0	3	3	49	49	0	49	49	0	64	64	10,362.6943	10,362.6943	39	119	71	43.817805	1,920	0	0	0	0	0	1	88.75	39	119	64	2	78	2	238	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
60,294	6	1	1	0	0	0	0	0	0	0	0	0	0	0	333,333.3333	6	0	6	6	0	0	0	0	0	0	0	0	0	0	0	32	32	166,666.6667	166,666.6667	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	939	259	0	32	0	0	0	0	0	0	0	0	BENIGN
53	48,480	2	2	64	148	32	32	32	0	74	74	74	0	4,372.937294	82.508251	16,160	27,986.47697	48,476	1	1	1	0	1	1	3	3	0	3	3	0	64	64	41.254125	41.254125	32	74	48.8	23.004347	529.2	0	0	0	0	0	1	61	32	74	64	2	64	2	148	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
55,859	250,645	2	1	12	6	6	6	6	0	6	6	6	0	71.814718	11.96912	125,322.5	177,201.6665	250,623	22	250,645	250,645	0	250,645	250,645	0	0	0	0	0	0	40	20	7.979413	3.989707	6	6	6	0	0	0	0	0	1	1	0	8	6	6	40	2	12	1	6	38	253	1	20	0	0	0	0	0	0	0	0	BENIGN
55,178	59	1	1	0	0	0	0	0	0	0	0	0	0	0	33,898.30508	59	0	59	59	0	0	0	0	0	0	0	0	0	0	0	32	32	16,949.15254	16,949.15254	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	118	305	0	32	0	0	0	0	0	0	0	0	BENIGN
53	230	2	2	70	166	35	35	35	0	83	83	83	0	1,026,086.957	17,391.30435	76.666667	126.72937	223	3	3	3	0	3	3	4	4	0	4	4	0	64	64	8,695.652174	8,695.652174	35	83	54.2	26.290683	691.2	0	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
80	6,601,248	8	7	2,988	663	1,482	0	373.5	684.186065	215	0	94.714286	112.536978	553.077236	2.272298	471,517.7143	1,121,574.163	4,162,286	3	6,601,248	943,035.4286	1,486,896.379	4,162,286	23,176	2,216,677	369,446.1667	554,804.9687	1,402,718	3	0	184	152	1.211892	1.060406	0	1,482	228.1875	496.552276	246,564.1625	0	0	1	0	0	0	243.4	373.5	94.714286	184	8	2,988	7	663	8,192	1,095	6	20	0	0	0	0	0	0	0	0	BENIGN
443	8,999,920	3	0	0	0	0	0	0	0	0	0	0	0	0	0.333336	4,499,960	2,120,519.899	5,999,394	3,000,526	8,999,920	4,499,960	2,120,519.899	5,999,394	3,000,526	0	0	0	0	0	0	92	0	0.333336	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	92	3	0	0	0	8,192	-1	0	28	3,000,526	0	3,000,526	3,000,526	5,999,394	0	5,999,394	5,999,394	BENIGN
49,390	38	1	2	0	0	0	0	0	0	0	0	0	0	0	78,947.36842	19	25.455844	37	1	0	0	0	0	0	1	1	0	1	1	0	32	64	26,315.78947	52,631.57895	0	0	0	0	0	0	0	0	1	1	2	0	0	0	32	1	0	2	0	395	229	0	32	0	0	0	0	0	0	0	0	BENIGN
47,712	63	1	1	0	0	0	0	0	0	0	0	0	0	0	31,746.03175	63	0	63	63	0	0	0	0	0	0	0	0	0	0	0	32	32	15,873.01587	15,873.01587	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	905	229	0	32	0	0	0	0	0	0	0	0	BENIGN
58,605	83	1	1	6	6	6	6	6	0	6	6	6	0	144,578.3133	24,096.38554	83	0	83	83	0	0	0	0	0	0	0	0	0	0	0	20	20	12,048.19277	12,048.19277	6	6	6	0	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
53	169,583	2	2	60	360	30	30	30	0	180	180	180	0	2,476.663345	23.58727	56,527.66667	97,862.89394	169,530	4	49	49	0	49	49	4	4	0	4	4	0	64	64	11.793635	11.793635	30	180	90	82.158384	6,750	0	0	0	0	0	1	112.5	30	180	64	2	60	2	360	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
443	11,089	2	0	12	0	6	6	6	0	0	0	0	0	1,082.153485	180.358914	11,089	0	11,089	11,089	11,089	11,089	0	11,089	11,089	0	0	0	0	0	0	40	0	180.358914	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	31,742	2	2	62	280	31	31	31	0	140	140	140	0	10,774.36834	126.016004	10,580.66667	18,321.92212	31,737	2	2	2	0	2	2	3	3	0	3	3	0	64	64	63.008002	63.008002	31	140	74.6	59.701759	3,564.3	0	0	0	0	0	1	93.25	31	140	64	2	62	2	280	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	192	2	2	90	146	45	45	45	0	73	73	73	0	1,229,166.667	20,833.33333	64	27.712813	96	48	48	48	0	48	48	48	48	0	48	48	0	64	64	10,416.66667	10,416.66667	45	73	56.2	15.336232	235.2	0	0	0	0	0	1	70.25	45	73	64	2	90	2	146	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
35,892	86	1	1	0	0	0	0	0	0	0	0	0	0	0	23,255.81395	86	0	86	86	0	0	0	0	0	0	0	0	0	0	0	32	32	11,627.90698	11,627.90698	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	939	243	0	32	0	0	0	0	0	0	0	0	BENIGN
53	213	2	2	84	148	42	42	42	0	74	74	74	0	1,089,201.878	18,779.34272	71	82.655913	163	3	47	47	0	47	47	3	3	0	3	3	0	64	64	9,389.671362	9,389.671362	42	74	54.8	17.527122	307.2	0	0	0	0	0	1	68.5	42	74	64	2	84	2	148	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	31,519	4	2	188	126	47	47	47	0	63	63	63	0	9,962.244995	190.361369	6,303.8	13,754.98111	30,905	1	30,909	10,303	17,841.8554	30,905	1	3	3	0	3	3	0	80	40	126.90758	63.45379	47	63	51.571429	7.807201	60.952381	0	0	0	0	0	0	60.166667	47	63	80	4	188	2	126	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
53	31,087	2	2	88	408	44	44	44	0	204	204	204	0	15,955.22244	128.671149	10,362.33333	17,942.02565	31,080	3	3	3	0	3	3	4	4	0	4	4	0	40	40	64.335574	64.335574	44	204	108	87.635609	7,680	0	0	0	0	0	1	135	44	204	40	2	88	2	408	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	284	2	2	62	94	31	31	31	0	47	47	47	0	549,295.7746	14,084.50704	94.666667	122.655344	234	3	3	3	0	3	3	47	47	0	47	47	0	64	64	7,042.253521	7,042.253521	31	47	37.4	8.763561	76.8	0	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	182	2	2	60	344	30	30	30	0	172	172	172	0	2,219,780.22	21,978.02198	60.666667	100.748863	177	2	3	3	0	3	3	2	2	0	2	2	0	40	40	10,989.01099	10,989.01099	30	172	86.8	77.776603	6,049.2	0	0	0	0	0	1	108.5	30	172	40	2	60	2	344	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	177	2	2	92	348	46	46	46	0	174	174	174	0	2,485,875.706	22,598.87006	59	95.262794	169	4	4	4	0	4	4	4	4	0	4	4	0	64	64	11,299.43503	11,299.43503	46	174	97.2	70.108487	4,915.2	0	0	0	0	0	1	121.5	46	174	64	2	92	2	348	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	54,636	2	2	74	444	37	37	37	0	222	222	222	0	9,480.928326	73.211802	18,212	31,461.8369	54,541	47	47	47	0	47	47	48	48	0	48	48	0	88	40	36.605901	36.605901	37	222	111	101.328673	10,267.5	0	0	0	0	0	1	138.75	37	222	88	2	74	2	444	-1	-1	1	44	0	0	0	0	0	0	0	0	BENIGN
20,524	91	1	1	6	6	6	6	6	0	6	6	6	0	131,868.1319	21,978.02198	91	0	91	91	0	0	0	0	0	0	0	0	0	0	0	20	20	10,989.01099	10,989.01099	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	31	255	0	20	0	0	0	0	0	0	0	0	BENIGN
53	175	2	2	78	194	39	39	39	0	97	97	97	0	1,554,285.714	22,857.14286	58.333333	99.304246	173	1	1	1	0	1	1	1	1	0	1	1	0	64	64	11,428.57143	11,428.57143	39	97	62.2	31.767908	1,009.2	0	0	0	0	0	1	77.75	39	97	64	2	78	2	194	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
80	11,507,323	8	6	610	11,632	610	0	76.25	215.667568	5,840	0	1,938.666667	2,550.37524	1,063.844302	1.216617	885,178.6923	2,181,232.001	6,501,660	1	6,506,551	929,507.2857	2,458,479.209	6,504,814	1	11,500,000	2,301,455.4	3,195,134.624	6,501,660	50	0	264	200	0.695209	0.521407	0	5,840	816.133333	1,801.856894	3,246,688.267	0	0	1	0	0	0	874.428571	76.25	1,938.666667	264	8	610	6	11,632	29,200	236	1	32	821	0	821	821	6,501,660	0	6,501,660	6,501,660	DoS GoldenEye
53	205	2	2	72	186	36	36	36	0	93	93	93	0	1,258,536.585	19,512.19512	68.333333	76.787586	156	13	192	192	0	192	192	49	49	0	49	49	0	72	80	9,756.097561	9,756.097561	36	93	58.8	31.220186	974.7	0	0	0	0	0	1	73.5	36	93	72	2	72	2	186	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
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	0	64	64	11,494.25287	11,494.25287	29	95	55.4	36.149689	1,306.8	0	0	0	0	0	1	69.25	29	95	64	2	58	2	190	-1	-1	1	32	0	0	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	0	64	64	9,049.773756	9,049.773756	38	86	57.2	26.290683	691.2	0	0	0	0	0	1	71.5	38	86	64	2	76	2	172	-1	-1	1	32	0	0	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	0	80	64	63.605139	63.605139	35	51	41.4	8.763561	76.8	0	0	0	0	0	1	51.75	35	51	80	2	70	2	102	-1	-1	1	40	0	0	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	0	80	40	64.349029	32.174515	37	69	46.142857	15.614401	243.809524	0	0	0	0	0	0	53.833333	37	69	80	4	148	2	138	-1	-1	3	20	0	0	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	0	728	408	0.19049	0.112562	0	2,910	259.5	627.4246	393,661.6286	0	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	0	16,944	16,944	115,000,000	0	115,000,000	115,000,000	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	0	40	40	11,049.72376	11,049.72376	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
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	0	32	32	41.939272	41.939272	0	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	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	0	80	80	6,493.506494	6,493.506494	27	43	33.4	8.763561	76.8	0	0	0	0	0	1	41.75	27	43	80	2	54	2	86	-1	-1	1	40	0	0	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	0	80	40	40.610786	40.610786	38	82	55.6	24.099793	580.8	0	0	0	0	0	1	69.5	38	82	80	2	76	2	164	-1	-1	1	40	0	0	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	0	64	80	63.425618	63.425618	38	122	71.6	46.008695	2,116.8	0	0	0	0	0	1	89.5	38	122	64	2	76	2	244	-1	-1	1	32	0	0	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	0	32	32	62,500	62,500	0	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
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	0	232	168	0.608282	0.434487	0	10,184	925.769231	2,811.158366	7,902,611.359	0	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	0	870	870	6,501,855	0	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	0	64	80	6,644.518272	6,644.518272	37	196	100.6	87.087887	7,584.3	0	0	0	0	0	1	125.75	37	196	64	2	74	2	392	-1	-1	1	32	0	0	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	0	64	40	8.326568	8.326568	27	43	33.4	8.763561	76.8	0	0	0	0	0	1	41.75	27	43	64	2	54	2	86	-1	-1	1	32	0	0	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	0	20	20	58,823.52941	58,823.52941	6	6	6	0	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	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	0	40	20	83.984211	41.992105	6	6	6	0	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	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	0	40	40	1,643.385374	1,643.385374	37	58	45.4	11.502174	132.3	0	0	0	0	0	1	56.75	37	58	40	2	74	2	116	-1	-1	1	20	0	0	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	0	64	0	500,000	0	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	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	0	40	40	39.8589	39.8589	43	102	66.6	32.315631	1,044.3	0	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
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	0	20	20	43,478.26087	43,478.26087	6	6	6	0	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	0	0	BENIGN

Subsets and Splits

No community queries yet

The top public SQL queries from the community will appear here once available.