Split (1)

train · 2.3M 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 PSH Flags 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	SYN 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.1 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 Std float64	Active Max int64	Active Min int64	Idle Mean float64	Idle Std float64	Idle Max int64	Idle Min int64	Label string
80	100,350,650	6	6	359	11,595	359	0	59.833333	146.561136	4,344	0	1,932.5	1,754.831473	119.122298	0.119581	9,122,786.364	30,200,000	100,000,000	1	100,000,000	20,000,000	44,800,000	100,000,000	1	219,394	43,878.8	91,369.79522	207,064	48	0	200	200	0.05979	0.05979	0	4,344	919.538462	1,498.366422	2,245,101.936	0	0	0	1	0	1	996.166667	59.833333	1,932.5	200	6	359	6	11,595	251	235	1	32	2	0	2	2	100,000,000	0	100,000,000	100,000,000	DoS Hulk
53	69,660	4	2	156	274	39	39	39	0	137	137	137	0	6,172.839506	86.132644	13,932	19,299.235438	39,146	1	30,513	10,171	17,572.535873	30,462	3	1	1	0	1	1	0	104	40	57.421763	28.710881	39	137	67	47.819104	2,286.666667	0	0	0	0	0	0	78.166667	39	137	104	4	156	2	274	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
1,042	123	1	3	6	18	6	6	6	0	6	6	6	0	195,121.9512	32,520.3252	41	26.907248	63	11	0	0	0	0	0	60	30	26.870058	49	11	0	20	60	8,130.081301	24,390.2439	6	6	6	0	0	0	0	0	1	1	3	7.5	6	6	20	1	6	3	18	256	256	0	20	0	0	0	0	0	0	0	0	BENIGN
53	162	2	2	64	158	32	32	32	0	79	79	79	0	1,370,370.37037	24,691.358025	54	91.798693	160	1	1	1	0	1	1	1	1	0	1	1	0	64	64	12,345.679012	12,345.679012	32	79	50.8	25.74296	662.7	0	0	0	0	0	1	63.5	32	79	64	2	64	2	158	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	60,997	1	1	46	233	46	46	46	0	233	233	233	0	4,573.995442	32.788498	60,997	0	60,997	60,997	0	0	0	0	0	0	0	0	0	0	0	20	20	16.394249	16.394249	46	233	108.333333	107.9645	11,656.333333	0	0	0	0	0	1	162.5	46	233	20	1	46	1	233	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	46,352	1	1	61	107	61	61	61	0	107	107	107	0	3,624.439075	43.148084	46,352	0	46,352	46,352	0	0	0	0	0	0	0	0	0	0	0	40	20	21.574042	21.574042	61	107	76.333333	26.558112	705.333333	0	0	0	0	0	1	114.5	61	107	40	1	61	1	107	-1	-1	0	40	0	0	0	0	0	0	0	0	BENIGN
53	46,940	2	2	68	380	34	34	34	0	190	190	190	0	9,544.09885	85.215168	15,646.666667	27,093.893433	46,932	4	4	4	0	4	4	4	4	0	4	4	0	40	40	42.607584	42.607584	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
443	58,270,609	270	472	2,218	850,336	203	0	8.214815	30.778713	4,344	0	1,801.559322	784.51583	14,630.943706	12.733692	78,637.79892	2,125,748.214747	57,866,178	0	58,270,609	216,619.364312	3,528,073.057837	57,866,178	1	380,565	807.993631	2,732.536048	31,196	1	0	9,448	15,112	4.633554	8.100138	0	4,344	1,147.448183	1,066.410912	1,137,232.234171	0	0	1	0	0	1	1,148.994609	8.214815	1,801.559322	9,448	270	2,218	472	850,336	29,200	290	20	32	0	0	0	0	0	0	0	0	BENIGN
61,251	81	1	1	0	0	0	0	0	0	0	0	0	0	0	24,691.358025	81	0	81	81	0	0	0	0	0	0	0	0	0	0	0	32	32	12,345.679012	12,345.679012	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	357	32,832	0	32	0	0	0	0	0	0	0	0	BENIGN
80	68,363,604	9	7	1,282	11,595	316	0	142.444444	164.665655	5,792	0	1,656.428571	2,120.732252	188.360462	0.234043	4,557,573.6	17,400,000	67,400,000	4	68,200,000	8,527,133.625	23,800,000	67,400,000	4	68,400,000	11,400,000	27,400,000	67,400,000	46	0	260	232	0.131649	0.102394	0	5,792	757.823529	1,517.148816	2,301,740.529	1	0	0	0	0	0	805.1875	142.444444	1,656.428571	260	9	1,282	7	11,595	0	235	6	20	10,013	0	10,013	10,013	67,400,000	0	67,400,000	67,400,000	DoS Hulk
49,812	87	1	1	6	6	6	6	6	0	6	6	6	0	137,931.0345	22,988.50575	87	0	87	87	0	0	0	0	0	0	0	0	0	0	0	20	20	11,494.25287	11,494.25287	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	245	255	0	20	0	0	0	0	0	0	0	0	BENIGN
53	62,870	2	2	98	378	49	49	49	0	189	189	189	0	7,571.178623	63.62335	20,956.666667	36,292.815272	62,864	3	3	3	0	3	3	3	3	0	3	3	0	40	40	31.811675	31.811675	49	189	105	76.681158	5,880	0	0	0	0	0	1	131.25	49	189	40	2	98	2	378	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
54,475	216	2	1	31	0	31	0	15.5	21.92031	0	0	0	0	143,518.5185	13,888.88889	108	48.083261	142	74	216	216	0	216	216	0	0	0	0	0	1	40	20	9,259.259259	4,629.62963	0	31	15.5	17.897858	320.333333	0	1	0	1	0	0	20.666667	15.5	0	40	2	31	1	0	110	0	0	20	0	0	0	0	0	0	0	0	BENIGN
443	65,076,386	12	13	2,777	2,418	2,161	0	231.416667	625.042174	2,232	0	186	615.894607	79.829264	0.384164	2,711,516.083333	4,409,002.058779	9,998,701	1	60,172,442	5,470,222	5,222,670.699665	10,020,611	363	65,054,339	5,421,194.916667	4,986,559.969473	10,020,806	3	0	252	344	0.184399	0.199765	0	2,232	199.807692	596.783379	356,150.401538	0	0	1	0	0	1	207.8	231.416667	186	252	12	2,777	13	2,418	8,192	40	11	20	31,050.333333	22,343.65327	76,659	21,900	9,997,690	2,409.793435	9,998,701	9,992,772	BENIGN
53	177	2	2	88	120	44	44	44	0	60	60	60	0	1,175,141.243	22,598.87006	59	58.813264	121	4	4	4	0	4	4	52	52	0	52	52	0	40	40	11,299.43503	11,299.43503	44	60	50.4	8.763561	76.8	0	0	0	0	0	1	63	44	60	40	2	88	2	120	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	47,935	2	2	76	236	38	38	38	0	118	118	118	0	6,508.814019	83.446334	15,978.33333	27,664.02704	47,922	3	3	3	0	3	3	10	10	0	10	10	0	64	40	41.723167	41.723167	38	118	70	43.817805	1,920	0	0	0	0	0	1	87.5	38	118	64	2	76	2	236	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
80	557,432	3	5	26	11,607	20	0	8.666667	10.263203	7,215	0	2,321.4	3,327.769794	20,868.91316	14.351526	79,633.14286	210,137.59	556,180	3	946	473	482.246825	814	132	557,420	139,355	277,883.703	556,180	3	0	72	112	5.381822	8.969704	0	7,215	1,292.555556	2,650.585648	7,025,604.278	0	0	1	0	0	1	1,454.125	8.666667	2,321.4	72	3	26	5	11,607	8,192	229	2	20	0	0	0	0	0	0	0	0	DDoS
53	31,400	4	4	208	424	52	52	52	0	106	106	106	0	20,127.388535	254.77707	4,485.714286	11,679.773338	30,972	3	31,231	10,410.333333	18,026.030105	31,225	3	425	141.666667	238.445661	417	4	0	104	128	127.388535	127.388535	52	106	76	28.460499	810	0	0	0	0	0	1	85.5	52	106	104	4	208	4	424	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
35,504	17,066	6	5	454	30	318	0	75.666667	120.925873	6	6	6	0	28,360.48283	644.556428	1,706.6	4,906.616422	15,625	1	17,066	3,413.2	6,879.994964	15,674	2	1,387	346.75	659.864317	1,336	1	1	192	100	351.576233	292.980195	0	318	66.833333	118.770851	14,106.51515	0	1	0	1	0	0	72.909091	75.666667	6	192	6	454	5	30	340	0	3	32	0	0	0	0	0	0	0	0	BENIGN
53,335	3	2	0	0	0	0	0	0	0	0	0	0	0	0	666,666.6667	3	0	3	3	3	3	0	3	3	0	0	0	0	0	0	40	0	666,666.6667	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	40	2	0	0	0	360	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	140	2	2	88	120	44	44	44	0	60	60	60	0	1,485,714.286	28,571.42857	46.666667	74.768532	133	3	4	4	0	4	4	3	3	0	3	3	0	64	64	14,285.71429	14,285.71429	44	60	50.4	8.763561	76.8	0	0	0	0	0	1	63	44	60	64	2	88	2	120	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	30,815	1	1	53	109	53	53	53	0	109	109	109	0	5,257.179945	64.903456	30,815	0	30,815	30,815	0	0	0	0	0	0	0	0	0	0	0	32	20	32.451728	32.451728	53	109	71.666667	32.331615	1,045.333333	0	0	0	0	0	1	107.5	53	109	32	1	53	1	109	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	31,055	2	2	86	198	43	43	43	0	99	99	99	0	9,145.065207	128.803735	10,351.666667	17,883.727417	31,002	4	49	49	0	49	49	4	4	0	4	4	0	40	64	64.401868	64.401868	43	99	65.4	30.672463	940.8	0	0	0	0	0	1	81.75	43	99	40	2	86	2	198	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	65,066,771	24	26	3,028	24,149	836	0	126.166667	267.195201	2,904	0	928.807692	870.632185	417.678634	0.768441	1,327,893.286	3,218,909.2	10,000,000	9	56,000,000	2,436,903	4,202,738.526	10,300,000	184	64,800,000	2,593,393.92	4,286,845.82	10,300,000	48	0	500	540	0.368852	0.39959	0	2,904	532.882353	760.548766	578,434.4259	0	0	1	0	0	1	543.54	126.166667	928.807692	500	24	3,028	26	24,149	29,200	20,900	5	20	1,207,372.8	2,180,935.045	5,108,748	231,777	10,000,000	22,595.07709	10,000,000	9,963,993	BENIGN
51,549	49	1	1	0	0	0	0	0	0	0	0	0	0	0	40,816.32653	49	0	49	49	0	0	0	0	0	0	0	0	0	0	0	32	32	20,408.16327	20,408.16327	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	64	609	0	32	0	0	0	0	0	0	0	0	BENIGN
53	30,786	2	2	64	128	32	32	32	0	64	64	64	0	6,236.601052	129.929189	10,262	17,729.28572	30,734	4	4	4	0	4	4	48	48	0	48	48	0	40	40	64.964594	64.964594	32	64	44.8	17.527122	307.2	0	0	0	0	0	1	56	32	64	40	2	64	2	128	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	83,045,717	7	3	353	11,595	353	0	50.428571	133.421459	11,595	0	3,865	6,694.376371	143.872561	0.120416	9,227,301.889	27,300,000	82,000,000	4	83,000,000	13,800,000	33,400,000	82,000,000	4	4,704	2,352	2,476.287948	4,103	601	0	240	104	0.084291	0.036125	0	11,595	1,086.181818	3,486.989155	12,200,000	0	0	0	1	0	0	1,194.8	50.428571	3,865	240	7	353	3	11,595	251	235	1	32	207	0	207	207	82,000,000	0	82,000,000	82,000,000	DoS Hulk
53	37,466	4	2	184	156	46	46	46	0	78	78	78	0	9,074.894571	160.145198	7,493.2	13,523.01946	31,193	3	31,199	10,399.66667	18,007.5549	31,193	3	4	4	0	4	4	0	104	64	106.763466	53.381733	46	78	55.142857	15.614401	243.809524	0	0	0	0	0	0	64.333333	46	78	104	4	184	2	156	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
53	373,369	1	1	52	93	52	52	52	0	93	93	93	0	388.355755	5.356631	373,369	0	373,369	373,369	0	0	0	0	0	0	0	0	0	0	0	32	32	2.678316	2.678316	52	93	65.666667	23.671361	560.333333	0	0	0	0	0	1	98.5	52	93	32	1	52	1	93	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	50,689	1	1	46	131	46	46	46	0	131	131	131	0	3,491.881868	39.456292	50,689	0	50,689	50,689	0	0	0	0	0	0	0	0	0	0	0	32	40	19.728146	19.728146	46	131	74.333333	49.074773	2,408.333333	0	0	0	0	0	1	111.5	46	131	32	1	46	1	131	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
80	699,755	3	5	26	11,607	20	0	8.666667	10.263203	7,215	0	2,321.4	3,327.769794	16,624.38997	11.432573	99,965	264,066.3383	698,811	4	634	317	442.648845	630	4	699,704	174,926	349,256.7332	698,811	130	0	72	112	4.287215	7.145358	0	7,215	1,292.555556	2,650.585648	7,025,604.278	0	0	1	0	0	1	1,454.125	8.666667	2,321.4	72	3	26	5	11,607	8,192	229	2	20	0	0	0	0	0	0	0	0	DDoS
80	1	2	0	0	0	0	0	0	0	0	0	0	0	0	2,000,000	1	0	1	1	1	1	0	1	1	0	0	0	0	0	0	64	0	2,000,000	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	64	2	0	0	0	251	-1	0	32	0	0	0	0	0	0	0	0	DoS Hulk
53	239	2	2	92	348	46	46	46	0	174	174	174	0	1,841,004.1841	16,736.401674	79.666667	53.116225	141	49	49	49	0	49	49	49	49	0	49	49	0	40	40	8,368.200837	8,368.200837	46	174	97.2	70.108487	4,915.2	0	0	0	0	0	1	121.5	46	174	40	2	92	2	348	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	117,132,283	24	23	1,675	9,679	550	0	69.791667	178.535827	2,788	0	420.826087	721.800127	96.93314	0.401256	2,546,353.978	4,300,914.869	10,000,000	2	117,000,000	5,092,707.957	4,942,109.245	10,000,000	3	112,000,000	5,081,481.455	5,059,839.741	10,000,000	2	0	776	744	0.204897	0.196359	0	2,788	236.541667	539.885881	291,476.7642	0	0	1	0	0	0	241.574468	69.791667	420.826087	776	24	1,675	23	9,679	29,200	63	5	32	147,416.0833	458,221.2731	1,602,464	14,949	9,613,607.25	1,351,199.859	10,000,000	5,323,048	BENIGN
2,702	71	1	1	2	6	2	2	2	0	6	6	6	0	112,676.0563	28,169.01408	71	0	71	71	0	0	0	0	0	0	0	0	0	0	0	24	20	14,084.50704	14,084.50704	2	6	3.333333	2.309401	5.333333	0	0	1	0	0	1	5	2	6	24	1	2	1	6	1,024	0	0	24	0	0	0	0	0	0	0	0	PortScan
443	1,599,483	10	11	851	3,950	267	0	85.1	99.870416	1,448	0	359.090909	569.91832	3,001.59489	13.129242	79,974.15	109,673.367029	408,967	3	1,095,520	121,724.444444	112,615.426674	297,867	226	1,504,232	150,423.2	150,145.409118	408,967	3	0	328	360	6.25202	6.877222	0	1,448	218.227273	424.317708	180,045.517316	0	0	1	0	0	1	228.619048	85.1	359.090909	328	10	851	11	3,950	29,200	254	5	32	0	0	0	0	0	0	0	0	BENIGN
60,422	3	2	0	37	0	37	0	18.5	26.162951	0	0	0	0	12,333,333.333333	666,666.666667	3	0	3	3	3	3	0	3	3	0	0	0	0	0	1	64	0	666,666.666667	0	0	37	24.666667	21.36196	456.333333	0	1	0	1	0	0	37	18.5	0	64	2	37	0	0	972	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
80	99,908,632	5	7	331	11,595	319	0	66.2	141.351335	5,792	0	1,656.428571	2,120.732252	119.369065	0.12011	9,082,602.909	30,100,000	99,900,000	9	99,900,000	25,000,000	49,900,000	99,900,000	987	99,900,000	16,700,000	40,800,000	99,900,000	46	0	144	232	0.050046	0.070064	0	5,792	917.846154	1,716.135428	2,945,120.808	1	0	0	0	0	1	994.333333	66.2	1,656.428571	144	5	331	7	11,595	0	235	2	20	11,991	0	11,991	11,991	99,900,000	0	99,900,000	99,900,000	DoS Hulk
53	48,355	2	2	68	100	34	34	34	0	50	50	50	0	3,474.304622	82.721539	16,118.333333	27,911.710093	48,348	3	4	4	0	4	4	3	3	0	3	3	0	64	64	41.360769	41.360769	34	50	40.4	8.763561	76.8	0	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
106	45	1	1	0	6	0	0	0	0	6	6	6	0	133,333.3333	44,444.44444	45	0	45	45	0	0	0	0	0	0	0	0	0	0	0	40	20	22,222.22222	22,222.22222	0	6	2	3.464102	12	0	0	1	0	0	1	3	0	6	40	1	0	1	6	29,200	0	0	40	0	0	0	0	0	0	0	0	PortScan
53	264	2	2	62	234	31	31	31	0	117	117	117	0	1,121,212.121	15,151.51515	88	148.959726	260	1	3	3	0	3	3	1	1	0	1	1	0	64	40	7,575.757576	7,575.757576	31	117	65.4	47.10414	2,218.8	0	0	0	0	0	1	81.75	31	117	64	2	62	2	234	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
443	3,474,637	5	1	135	46	46	6	27	20.124612	46	46	46	0	52.091772	1.726799	694,927.4	1,542,057.357	3,453,421	3	3,474,637	868,659.25	1,723,186.037	3,453,421	3	0	0	0	0	0	1	100	20	1.438999	0.2878	6	46	32.428571	18.8667	355.952381	0	1	0	1	0	0	37.833333	27	46	100	5	135	1	46	1,364	38	4	20	0	0	0	0	0	0	0	0	BENIGN
53	160	2	2	82	114	41	41	41	0	57	57	57	0	1,225,000	25,000	53.333333	52.204725	108	4	4	4	0	4	4	48	48	0	48	48	0	40	40	12,500	12,500	41	57	47.4	8.763561	76.8	0	0	0	0	0	1	59.25	41	57	40	2	82	2	114	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	101,025,720	8	6	369	11,595	363	0	46.125	128.054048	7,240	0	1,932.5	2,695.639126	118.425288	0.138579	7,771,209.231	27,700,000	99,900,000	1	101,000,000	14,400,000	37,700,000	99,900,000	2	151,433	30,286.6	59,559.06798	136,216	82	0	260	200	0.079188	0.059391	0	7,240	797.6	1,877.09897	3,523,500.543	0	0	0	1	0	0	854.571429	46.125	1,932.5	260	8	369	6	11,595	274	235	2	20	1,983	0	1,983	1,983	99,900,000	0	99,900,000	99,900,000	DoS Hulk
80	12,046,400	4	0	24	0	6	6	6	0	0	0	0	0	1.992296	0.332049	4,015,466.667	6,954,442.357	12,000,000	276	12,000,000	4,015,466.667	6,954,442.357	12,000,000	276	0	0	0	0	0	0	80	0	0.332049	0	6	6	6	0	0	0	0	0	1	0	0	7.5	6	0	80	4	24	0	0	256	-1	3	20	635	0	635	635	12,000,000	0	12,000,000	12,000,000	DDoS
80	86,974,129	8	5	56	11,601	20	0	7	5.656854	4,380	0	2,320.2	2,207.341206	134.028362	0.14947	7,247,844.083	23,900,000	83,200,000	0	86,900,000	12,400,000	31,200,000	83,200,000	0	58,069	14,517.25	22,382.35782	47,265	35	0	172	112	0.091981	0.057488	0	4,380	833.071429	1,679.986285	2,822,353.918	0	0	0	1	0	0	897.153846	7	2,320.2	172	8	56	5	11,601	256	229	6	20	3,723,948	0	3,723,948	3,723,948	83,200,000	0	83,200,000	83,200,000	DDoS
80	6,107,379	3	1	0	0	0	0	0	0	0	0	0	0	0	0.654945	2,035,793	3,396,985.66	5,957,339	58	6,107,379	3,053,689.5	4,106,380.503	5,957,339	150,040	0	0	0	0	0	0	104	40	0.491209	0.163736	0	0	0	0	0	0	0	1	0	0	0	0	0	0	104	3	0	1	0	29,200	8,192	0	32	0	0	0	0	0	0	0	0	BENIGN
443	177,462	14	14	901	7,452	329	0	64.357143	100.15189	1,418	0	532.285714	624.810055	47,069.23172	157.780257	6,572.666667	12,920.67638	36,605	1	177,462	13,650.92308	18,878.41057	52,108	49	140,388	10,799.07692	20,118.82086	65,813	1	0	456	456	78.890129	78.890129	0	1,418	288.034483	493.676476	243,716.4631	0	0	1	0	0	1	298.321429	64.357143	532.285714	456	14	901	14	7,452	29,200	357	7	32	0	0	0	0	0	0	0	0	BENIGN
443	78	2	0	0	0	0	0	0	0	0	0	0	0	0	25,641.025641	78	0	78	78	78	78	0	78	78	0	0	0	0	0	0	64	0	25,641.025641	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	64	2	0	0	0	351	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	152	2	2	94	126	47	47	47	0	63	63	63	0	1,447,368.421053	26,315.789474	50.666667	82.561088	146	3	3	3	0	3	3	3	3	0	3	3	0	40	40	13,157.894737	13,157.894737	47	63	53.4	8.763561	76.8	0	0	0	0	0	1	66.75	47	63	40	2	94	2	126	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
56,942	1	2	0	31	0	31	0	15.5	21.92031	0	0	0	0	31,000,000	2,000,000	1	0	1	1	1	1	0	1	1	0	0	0	0	0	1	40	0	2,000,000	0	0	31	20.666667	17.897858	320.333333	0	1	0	1	0	0	31	15.5	0	40	2	31	0	0	946	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	49,656	2	2	86	142	43	43	43	0	71	71	71	0	4,591.59014	80.554213	16,552	28,623.88089	49,604	3	3	3	0	3	3	49	49	0	49	49	0	64	40	40.277106	40.277106	43	71	54.2	15.336232	235.2	0	0	0	0	0	1	67.75	43	71	64	2	86	2	142	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
443	4,227,693	5	1	135	46	46	6	27	20.124612	46	46	46	0	42.812948	1.419214	845,538.6	1,852,202.182	4,158,664	3	4,227,693	1,056,923.25	2,068,048.358	4,158,664	3	0	0	0	0	0	1	100	20	1.182678	0.236536	6	46	32.428571	18.8667	355.952381	0	1	0	1	0	0	37.833333	27	46	100	5	135	1	46	256	64	4	20	0	0	0	0	0	0	0	0	BENIGN
443	18,735,656	15	10	976	7,408	469	0	65.066667	134.348942	1,586	0	740.8	749.504844	447.489002	1.334354	780,652.333333	3,739,876.461537	18,338,046	0	18,735,656	1,338,261.142857	4,893,060.507693	18,338,046	0	343,999	38,222.111111	66,455.860273	190,182	1	0	492	328	0.800612	0.533742	0	1,586	322.461538	571.186361	326,253.858462	0	0	1	0	0	0	335.36	65.066667	740.8	492	15	976	10	7,408	65,535	357	6	32	397,471	0	397,471	397,471	18,338,046	0	18,338,046	18,338,046	BENIGN
6,006	53	1	1	0	6	0	0	0	0	6	6	6	0	113,207.5472	37,735.84906	53	0	53	53	0	0	0	0	0	0	0	0	0	0	0	40	20	18,867.92453	18,867.92453	0	6	2	3.464102	12	0	0	1	0	0	1	3	0	6	40	1	0	1	6	29,200	0	0	40	0	0	0	0	0	0	0	0	PortScan
443	78	2	0	12	0	6	6	6	0	0	0	0	0	153,846.1538	25,641.02564	78	0	78	78	78	78	0	78	78	0	0	0	0	0	0	40	0	25,641.02564	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
56,442	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	20	20	28,571.42857	28,571.42857	0	0	0	0	0	0	0	0	1	1	1	0	0	0	20	1	0	1	0	363	255	0	20	0	0	0	0	0	0	0	0	BENIGN
80	115,263,667	16	14	519	802	435	0	32.4375	107.360433	796	0	57.285714	212.622609	11.46068	0.260273	3,974,609.207	4,862,484.652	9,998,114	85	115,000,000	7,684,244.467	4,136,011.395	10,000,000	270	110,000,000	8,479,097.462	3,757,584.109	10,000,000	925	0	328	420	0.138812	0.121461	0	796	42.612903	159.905113	25,569.64516	0	0	1	0	0	0	44.033333	32.4375	57.285714	328	16	519	14	802	8,192	65,535	15	20	43,413.18182	64,776.00449	238,716	23,473	9,977,050.364	59,869.30878	9,998,114	9,796,841	BENIGN
443	10,383,078	14	16	6,148	10,920	1,998	0	439.142857	817.292138	1,713	0	682.5	693.105379	1,643.828545	2.889317	358,037.1724	1,846,704.319	9,959,516	3	423,559	32,581.46154	27,833.39599	77,390	192	10,400,000	690,045.4667	2,575,646.071	9,999,708	3	0	456	520	1.348348	1.540969	0	1,998	550.580645	744.869777	554,830.9849	0	0	1	0	0	1	568.933333	439.142857	682.5	456	14	6,148	16	10,920	29,200	88	5	32	423,559	0	423,559	423,559	9,959,516	0	9,959,516	9,959,516	BENIGN
53	23,718	2	2	44	108	22	22	22	0	54	54	54	0	6,408.634792	168.648284	7,906	13,647.712885	23,665	4	4	4	0	4	4	49	49	0	49	49	0	64	64	84.324142	84.324142	22	54	34.8	17.527122	307.2	0	0	0	0	0	1	43.5	22	54	64	2	44	2	108	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
46,754	2	2	0	31	0	31	0	15.5	21.92031	0	0	0	0	15,500,000	1,000,000	2	0	2	2	2	2	0	2	2	0	0	0	0	0	1	64	0	1,000,000	0	0	31	20.666667	17.897858	320.333333	0	1	0	1	0	0	31	15.5	0	64	2	31	0	0	1,006	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
80	118,211,285	22	17	1,748	3,184	437	0	79.454545	172.514934	796	0	187.294118	348.040904	41.721905	0.329918	3,110,823.289	4,631,128.699	10,200,000	17	118,000,000	5,629,108.81	5,004,421.131	10,200,000	723	115,000,000	7,208,978	4,671,748.203	10,200,000	1,024	0	712	552	0.186107	0.14381	0	796	123.3	262.640653	68,980.11282	0	0	1	0	0	0	126.461539	79.454545	187.294118	712	22	1,748	17	3,184	29,200	292	4	32	271,537.9091	821,289.2962	2,747,818	23,596	10,200,000	6,118.741739	10,200,000	10,200,000	BENIGN
53	168	2	2	94	256	47	47	47	0	128	128	128	0	2,083,333.333	23,809.52381	56	90.934042	161	3	4	4	0	4	4	3	3	0	3	3	0	64	64	11,904.7619	11,904.7619	47	128	79.4	44.365527	1,968.3	0	0	0	0	0	1	99.25	47	128	64	2	94	2	256	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	76,012	1	1	44	76	44	44	44	0	76	76	76	0	1,578.6981	26.311635	76,012	0	76,012	76,012	0	0	0	0	0	0	0	0	0	0	0	20	20	13.155818	13.155818	44	76	54.666667	18.475209	341.333333	0	0	0	0	0	1	82	44	76	20	1	44	1	76	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	330,456	2	2	70	230	35	35	35	0	115	115	115	0	907.836444	12.104486	110,152	190,782.7984	330,449	3	4	4	0	4	4	3	3	0	3	3	0	40	40	6.052243	6.052243	35	115	67	43.817805	1,920	0	0	0	0	0	1	83.75	35	115	40	2	70	2	230	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
2,170	42	1	1	0	6	0	0	0	0	6	6	6	0	142,857.1429	47,619.04762	42	0	42	42	0	0	0	0	0	0	0	0	0	0	0	40	20	23,809.52381	23,809.52381	0	6	2	3.464102	12	0	0	1	0	0	1	3	0	6	40	1	0	1	6	29,200	0	0	40	0	0	0	0	0	0	0	0	PortScan
443	595	1	1	6	6	6	6	6	0	6	6	6	0	20,168.06723	3,361.344538	595	0	595	595	0	0	0	0	0	0	0	0	0	0	0	20	20	1,680.672269	1,680.672269	6	6	6	0	0	1	0	0	1	0	1	9	6	6	20	1	6	1	6	0	0	0	20	0	0	0	0	0	0	0	0	BENIGN
60,492	34	1	1	6	6	6	6	6	0	6	6	6	0	352,941.1765	58,823.52941	34	0	34	34	0	0	0	0	0	0	0	0	0	0	0	20	20	29,411.76471	29,411.76471	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	176	251	0	20	0	0	0	0	0	0	0	0	BENIGN
5,414	49	2	2	4	12	2	2	2	0	6	6	6	0	326,530.6122	81,632.65306	16.333333	14.571662	30	1	49	49	0	49	49	1	1	0	1	1	0	48	40	40,816.32653	40,816.32653	2	6	3.6	2.19089	4.8	0	0	1	0	0	1	4.5	2	6	48	2	4	2	12	1,024	0	1	24	0	0	0	0	0	0	0	0	BENIGN
80	98,246,876	5	7	352	11,595	340	0	70.4	150.740837	5,792	0	1,656.428571	2,120.732252	121.601831	0.122141	8,931,534.182	29,600,000	98,100,000	2	98,100,000	24,500,000	49,000,000	98,100,000	2	98,200,000	16,400,000	40,000,000	98,100,000	45	0	144	232	0.050892	0.071249	0	5,792	919.461539	1,715.534543	2,943,058.769	1	0	0	0	0	1	996.083333	70.4	1,656.428571	144	5	352	7	11,595	0	235	2	20	1,457	0	1,457	1,457	98,100,000	0	98,100,000	98,100,000	DoS Hulk
9,103	57	2	2	4	12	2	2	2	0	6	6	6	0	280,701.7544	70,175.4386	19	25.357445	48	1	1	1	0	1	1	48	48	0	48	48	0	48	40	35,087.7193	35,087.7193	2	6	3.6	2.19089	4.8	0	0	1	0	0	1	4.5	2	6	48	2	4	2	12	1,024	0	1	24	0	0	0	0	0	0	0	0	BENIGN
443	5,058,754	8	5	610	2,762	342	0	76.25	125.291375	2,681	0	552.4	1,190.258921	666.567301	2.569803	421,562.833333	1,437,312.715004	4,985,532	2	5,058,754	722,679.142857	1,879,776.157739	4,985,532	2	50,347	12,586.75	13,706.606445	25,204	49	0	172	108	1.581417	0.988386	0	2,681	240.857143	709.10679	502,832.43956	0	0	1	0	0	0	259.384615	76.25	552.4	172	8	610	5	2,762	8,192	4,673	7	20	0	0	0	0	0	0	0	0	BENIGN
1,187	17	1	1	0	6	0	0	0	0	6	6	6	0	352,941.1765	117,647.0588	17	0	17	17	0	0	0	0	0	0	0	0	0	0	0	40	20	58,823.52941	58,823.52941	0	6	2	3.464102	12	0	0	1	0	0	1	3	0	6	40	1	0	1	6	29,200	0	0	40	0	0	0	0	0	0	0	0	PortScan
443	49	2	0	0	0	0	0	0	0	0	0	0	0	0	40,816.32653	49	0	49	49	49	49	0	49	49	0	0	0	0	0	0	40	0	40,816.32653	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	40	2	0	0	0	0	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	30,635	1	1	38	100	38	38	38	0	100	100	100	0	4,504.651542	65.284805	30,635	0	30,635	30,635	0	0	0	0	0	0	0	0	0	0	0	32	20	32.642402	32.642402	38	100	58.666667	35.795717	1,281.333333	0	0	0	0	0	1	88	38	100	32	1	38	1	100	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	183	2	2	60	264	30	30	30	0	132	132	132	0	1,770,491.803	21,857.9235	61	99.594177	176	3	3	3	0	3	3	4	4	0	4	4	0	40	40	10,928.96175	10,928.96175	30	132	70.8	55.867701	3,121.2	0	0	0	0	0	1	88.5	30	132	40	2	60	2	264	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	5,085,562	9	8	752	3,728	517	0	83.555556	173.345112	1,448	0	466	636.753372	880.925255	3.342797	317,847.625	1,227,600.317	4,920,925	3	5,085,562	635,695.25	1,731,734.877	4,920,925	3	86,919	12,417	18,986.03588	41,845	48	0	296	264	1.769716	1.573081	0	1,448	248.888889	470.521099	221,390.1046	0	0	1	0	0	0	263.529412	83.555556	466	296	9	752	8	3,728	29,200	12,579	3	32	0	0	0	0	0	0	0	0	BENIGN
80	5,707,552	8	6	543	12,136	543	0	67.875	191.979491	4,380	0	2,022.666667	1,822.036955	2,221.442748	2.45289	439,042.4615	1,559,134.112	5,627,946	1	5,707,552	815,364.5714	2,122,228.67	5,627,946	3	38,106	7,621.2	14,756.31792	33,986	63	0	172	132	1.401652	1.051239	0	4,380	845.266667	1,481.405918	2,194,563.495	0	0	1	0	0	0	905.642857	67.875	2,022.666667	172	8	543	6	12,136	8,192	30	1	20	79,606	0	79,606	79,606	5,627,946	0	5,627,946	5,627,946	BENIGN
80	97,937	3	4	439	859	439	0	146.333333	253.456768	859	0	214.75	429.5	13,253.41801	71.474519	16,322.83333	20,373.78855	50,853	4	74,062	37,031	19,547.25986	50,853	23,209	74,803	24,934.33333	42,871.80451	74,438	4	0	104	136	30.631937	40.842582	0	859	162.25	320.713824	102,857.3571	0	0	1	0	0	1	185.428571	146.333333	214.75	104	3	439	4	859	29,200	31	1	32	0	0	0	0	0	0	0	0	BENIGN
63,844	80,902,891	6	10	11,607	68	5,840	0	1,934.5	2,375.523332	20	0	6.8	5.006662	144.308811	0.197768	5,393,526.067	20,800,000	80,500,000	1	80,900,000	16,200,000	36,200,000	80,900,000	184	80,900,000	8,986,675.778	26,800,000	80,500,000	1	0	132	212	0.074163	0.123605	0	5,840	687.117647	1,632.555508	2,665,237.485	0	0	0	1	1	1	730.0625	1,934.5	6.8	132	6	11,607	10	68	229	256	4	20	319,942	0	319,942	319,942	80,500,000	0	80,500,000	80,500,000	BENIGN
40,692	20	1	1	0	0	0	0	0	0	0	0	0	0	0	100,000	20	0	20	20	0	0	0	0	0	0	0	0	0	0	0	32	32	50,000	50,000	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	118	244	0	32	0	0	0	0	0	0	0	0	BENIGN
53	30,925	2	2	68	100	34	34	34	0	50	50	50	0	5,432.497979	129.34519	10,308.33333	17,810.40399	30,874	3	3	3	0	3	3	48	48	0	48	48	0	40	40	64.672595	64.672595	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
53	61,001	2	2	60	450	30	30	30	0	225	225	225	0	8,360.51868	65.572696	20,333.666667	35,212.015568	60,993	4	4	4	0	4	4	4	4	0	4	4	0	40	40	32.786348	32.786348	30	225	108	106.805899	11,407.5	0	0	0	0	0	1	135	30	225	40	2	60	2	450	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	171	2	2	46	46	23	23	23	0	23	23	23	0	538,011.6959	23,391.81287	57	58.025856	119	4	4	4	0	4	4	48	48	0	48	48	0	64	64	11,695.90643	11,695.90643	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
443	129,941	1	1	0	6	0	0	0	0	6	6	6	0	46.174802	15.391601	129,941	0	129,941	129,941	0	0	0	0	0	0	0	0	0	0	0	40	20	7.6958	7.6958	0	6	2	3.464102	12	0	0	1	0	0	1	3	0	6	40	1	0	1	6	29,200	0	0	40	0	0	0	0	0	0	0	0	BENIGN
53	24,128	2	2	82	226	41	41	41	0	113	113	113	0	12,765.25199	165.782493	8,042.666667	13,924.24513	24,121	3	3	3	0	3	3	4	4	0	4	4	0	40	64	82.891247	82.891247	41	113	69.8	39.436024	1,555.2	0	0	0	0	0	1	87.25	41	113	40	2	82	2	226	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	171	2	0	12	0	6	6	6	0	0	0	0	0	70,175.4386	11,695.90643	171	0	171	171	171	171	0	171	171	0	0	0	0	0	0	40	0	11,695.90643	0	6	6	6	0	0	0	0	0	1	0	0	9	6	0	40	2	12	0	0	253	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	245	2	2	82	152	41	41	41	0	76	76	76	0	955,102.0408	16,326.53061	81.666667	94.585059	187	4	187	187	0	187	187	4	4	0	4	4	0	40	64	8,163.265306	8,163.265306	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
80	85,809,740	9	6	311	11,595	311	0	34.555556	103.666667	5,792	0	1,932.5	2,181.008184	138.748818	0.174805	6,129,267.143	22,600,000	84,800,000	14	85,800,000	10,700,000	29,900,000	84,800,000	14	8,786	1,757.2	3,661.589914	8,306	45	0	304	200	0.104883	0.069922	0	5,792	744.125	1,579.630542	2,495,232.65	0	0	0	1	0	0	793.733333	34.555556	1,932.5	304	9	311	6	11,595	274	235	1	32	986	0	986	986	84,800,000	0	84,800,000	84,800,000	DoS Hulk
53	23,758	2	2	130	294	65	65	65	0	147	147	147	0	17,846.62009	168.36434	7,919.333333	13,710.62553	23,751	3	4	4	0	4	4	3	3	0	3	3	0	40	40	84.18217	84.18217	65	147	97.8	44.91325	2,017.2	0	0	0	0	0	1	122.25	65	147	40	2	130	2	294	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	529	2	0	0	0	0	0	0	0	0	0	0	0	0	3,780.718336	529	0	529	529	529	529	0	529	529	0	0	0	0	0	0	64	0	3,780.718336	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	64	2	0	0	0	299	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	31,153	2	2	68	182	34	34	34	0	91	91	91	0	8,024.909319	128.398549	10,384.333333	17,981.862872	31,148	1	4	4	0	4	4	1	1	0	1	1	0	40	40	64.199275	64.199275	34	91	56.8	31.220186	974.7	0	0	0	0	0	1	71	34	91	40	2	68	2	182	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	29,186	2	2	68	250	34	34	34	0	125	125	125	0	10,895.634893	137.052011	9,728.666667	16,845.348804	29,180	3	3	3	0	3	3	3	3	0	3	3	0	40	40	68.526006	68.526006	34	125	70.4	49.842753	2,484.3	0	0	0	0	0	1	88	34	125	40	2	68	2	250	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
7,931	98	1	1	0	0	0	0	0	0	0	0	0	0	0	20,408.16327	98	0	98	98	0	0	0	0	0	0	0	0	0	0	0	20	20	10,204.08163	10,204.08163	0	0	0	0	0	0	0	0	1	1	1	0	0	0	20	1	0	1	0	913	256	0	20	0	0	0	0	0	0	0	0	BENIGN
53	60,127	2	2	86	198	43	43	43	0	99	99	99	0	4,723.335606	66.525854	20,042.333333	34,708.277461	60,120	3	4	4	0	4	4	3	3	0	3	3	0	40	40	33.262927	33.262927	43	99	65.4	30.672463	940.8	0	0	0	0	0	1	81.75	43	99	40	2	86	2	198	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	117,936,683	32	31	1,236	27,668	445	0	38.625	113.151269	2,896	0	892.516129	983.310493	245.080659	0.534185	1,902,204.565	3,905,462.893	10,200,000	3	118,000,000	3,804,409.129	4,868,523.603	10,200,000	3	114,000,000	3,814,888.3	4,953,431.861	10,200,000	48	0	1,032	1,000	0.271332	0.262853	0	2,896	451.625	807.622348	652,253.8571	0	0	1	0	0	0	458.793651	38.625	892.516129	1,032	32	1,236	31	27,668	29,200	290	5	32	222,187.3636	658,214.5905	2,206,779	23,518	10,200,000	76,978.50765	10,200,000	10,000,000	BENIGN
53	176	2	2	88	188	44	44	44	0	94	94	94	0	1,568,181.818182	22,727.272727	58.666667	94.685444	168	4	4	4	0	4	4	4	4	0	4	4	0	40	40	11,363.636364	11,363.636364	44	94	64	27.386128	750	0	0	0	0	0	1	80	44	94	40	2	88	2	188	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	5,323,493	3	1	0	0	0	0	0	0	0	0	0	0	0	0.751386	1,774,497.667	3,051,811.194	5,298,396	20	5,323,493	2,661,746.5	3,728,785.482	5,298,396	25,097	0	0	0	0	0	0	72	32	0.56354	0.187847	0	0	0	0	0	0	0	1	0	0	0	0	0	0	72	3	0	1	0	8,192	65,535	0	20	0	0	0	0	0	0	0	0	BENIGN
443	23,319	4	2	0	0	0	0	0	0	0	0	0	0	0	257.300913	4,663.8	10,356.50444	23,190	2	23,319	7,773	13,419.94937	23,269	2	23,202	23,202	0	23,202	23,202	0	80	76	171.533942	85.766971	0	0	0	0	0	1	0	0	0	0	0	0	0	0	80	4	0	2	0	0	61	0	20	0	0	0	0	0	0	0	0	BENIGN
80	5,130,936	4	2	0	0	0	0	0	0	0	0	0	0	0	1.169377	1,026,187.2	1,777,330.201423	4,111,792	43	5,130,936	1,710,312	2,136,059.22831	4,111,792	22,315	996,838	996,838	0	996,838	996,838	0	136	80	0.779585	0.389792	0	0	0	0	0	0	0	1	0	0	0	0	0	0	136	4	0	2	0	29,200	28,960	0	32	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.