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
53,144	1,986	3	1	43	6	31	6	14.333333	14.433757	6	6	6	0	24,672.70896	2,014.098691	662	1,126.724012	1,963	4	1,986	993	1,398.657213	1,982	4	0	0	0	0	0	0	60	20	1,510.574018	503.524673	6	31	11	11.18034	125	0	0	0	1	0	0	13.75	14.333333	6	60	3	43	1	6	1,012	0	2	20	0	0	0	0	0	0	0	0	BENIGN
53	160	2	2	78	110	39	39	39	0	55	55	55	0	1,175,000	25,000	53.333333	53.780418	110	3	3	3	0	3	3	47	47	0	47	47	0	64	64	12,500	12,500	39	55	45.4	8.763561	76.8	0	0	0	0	0	1	56.75	39	55	64	2	78	2	110	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
80	83,834,166	6	6	324	11,595	306	0	54	123.489271	7,240	0	1,932.5	3,126.682571	142.173538	0.14314	7,621,287.818	25,200,000	83,700,000	4	83,700,000	16,700,000	37,400,000	83,700,000	4	83,800,000	16,800,000	37,400,000	83,700,000	79	0	164	200	0.07157	0.07157	0	7,240	917.307692	2,244.306552	5,036,911.897	1	0	0	0	0	1	993.75	54	1,932.5	164	6	324	6	11,595	0	235	3	20	9,999	0	9,999	9,999	83,700,000	0	83,700,000	83,700,000	DoS Hulk
80	345,568	3	4	26	11,601	20	0	8.666667	10.263203	7,215	0	2,900.25	3,540.00286	33,646.05519	20.256505	57,594.66667	129,050.197	320,231	2	25,036	12,518	17,700.29695	25,034	2	345,528	115,176	178,021.3538	320,231	161	0	72	92	8.681359	11.575146	0	7,215	1,453.375	2,786.259804	7,763,243.696	0	0	1	0	0	1	1,661	8.666667	2,900.25	72	3	26	4	11,601	8,192	229	2	20	0	0	0	0	0	0	0	0	DDoS
80	5,026,734	3	1	12	0	6	0	4	3.464102	0	0	0	0	2.387236	0.795745	1,675,578	2,880,417.046	5,001,566	125	5,026,734	2,513,367	3,518,844.772	5,001,566	25,168	0	0	0	0	0	0	72	32	0.596809	0.198936	0	6	2.4	3.286335	10.8	0	0	1	0	0	0	3	4	0	72	3	12	1	0	8,192	65,535	2	20	0	0	0	0	0	0	0	0	BENIGN
443	5,239,925	9	7	394	6,116	207	0	43.777778	72.987632	1,576	0	873.714286	737.614559	1,242.384194	3.053479	349,328.333333	1,253,375.438238	4,876,315	1	5,239,925	654,990.625	1,707,656.665202	4,876,315	1	118,752	19,792	29,375.501575	61,019	181	0	192	152	1.717582	1.335897	0	1,576	382.941176	621.239031	385,937.933824	0	0	1	0	0	0	406.875	43.777778	873.714286	192	9	394	7	6,116	8,192	231	8	20	0	0	0	0	0	0	0	0	BENIGN
53	67,789	2	2	60	264	30	30	30	0	132	132	132	0	4,779.536503	59.006623	22,596.33333	39,131.93522	67,782	3	4	4	0	4	4	3	3	0	3	3	0	64	40	29.503312	29.503312	30	132	70.8	55.867701	3,121.2	0	0	0	0	0	1	88.5	30	132	64	2	60	2	264	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
47,030	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	388	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
80	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	64	0	666,666.6667	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	188	2	2	82	152	41	41	41	0	76	76	76	0	1,244,680.851	21,276.59574	62.666667	102.480893	181	3	3	3	0	3	3	4	4	0	4	4	0	64	64	10,638.29787	10,638.29787	41	76	55	19.17029	367.5	0	0	0	0	0	1	68.75	41	76	64	2	82	2	152	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	32,011	1	1	48	128	48	48	48	0	128	128	128	0	5,498.110025	62.478523	32,011	0	32,011	32,011	0	0	0	0	0	0	0	0	0	0	0	20	20	31.239262	31.239262	48	128	74.666667	46.188022	2,133.333333	0	0	0	0	0	1	112	48	128	20	1	48	1	128	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	229	2	2	112	368	56	56	56	0	184	184	184	0	2,096,069.869	17,467.24891	76.333333	89.912921	177	4	4	4	0	4	4	48	48	0	48	48	0	64	64	8,733.624454	8,733.624454	56	184	107.2	70.108487	4,915.2	0	0	0	0	0	1	134	56	184	64	2	112	2	368	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
24	51	2	2	4	12	2	2	2	0	6	6	6	0	313,725.4902	78,431.37255	17	27.712813	49	1	1	1	0	1	1	49	49	0	49	49	0	48	40	39,215.68627	39,215.68627	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	173,916	3	4	26	11,607	20	0	8.666667	10.263203	11,595	0	2,901.75	5,795.50069	66,888.61289	40.249316	28,986	70,013.14105	171,893	4	1,814	907	1,277.034847	1,810	4	173,863	57,954.33333	98,677.00657	171,893	187	0	72	92	17.249707	22.999609	0	11,595	1,454.125	4,097.537534	16,800,000	0	0	1	0	0	1	1,661.857143	8.666667	2,901.75	72	3	26	4	11,607	8,192	229	2	20	0	0	0	0	0	0	0	0	DDoS
443	60,716,384	14	13	1,418	4,454	1,033	0	101.285714	274.464914	1,646	0	342.615385	639.407608	96.711952	0.444691	2,335,245.538462	4,281,560.754692	10,000,414	69	60,716,384	4,670,491.076923	5,176,539.880037	10,050,743	2,083	60,666,100	5,055,508.333333	5,217,208.585954	10,050,669	224	0	292	344	0.23058	0.21411	0	1,646	209.714286	483.949711	234,207.322751	0	0	1	0	0	0	217.481481	101.285714	342.615385	292	14	1,418	13	4,454	8,192	70	13	20	69,644.333333	47,470.975177	166,544	50,188	9,999,979.833333	874.49332	10,000,414	9,998,198	BENIGN
53	24,039	2	2	78	196	39	39	39	0	98	98	98	0	11,398.14468	166.396273	8,013	13,836.50458	23,990	3	3	3	0	3	3	46	46	0	46	46	0	64	40	83.198136	83.198136	39	98	62.6	32.315631	1,044.3	0	0	0	0	0	1	78.25	39	98	64	2	78	2	196	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
58,203	461	3	1	31	6	31	0	10.333333	17.897858	6	6	6	0	80,260.30369	8,676.789588	153.666667	207.741025	393	20	441	220.5	243.95184	393	48	0	0	0	0	0	0	96	20	6,507.592191	2,169.197397	0	31	7.4	13.446189	180.8	0	0	0	1	0	0	9.25	10.333333	6	96	3	31	1	6	1,039	0	1	32	0	0	0	0	0	0	0	0	BENIGN
53,871	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	122	33,304	0	32	0	0	0	0	0	0	0	0	BENIGN
61,350	49	2	2	12	4	6	6	6	0	2	2	2	0	326,530.6122	81,632.65306	16.333333	14.0119	30	2	49	49	0	49	49	2	2	0	2	2	0	40	48	40,816.32653	40,816.32653	2	6	4.4	2.19089	4.8	1	0	0	1	0	1	5.5	6	2	40	2	12	2	4	0	1,024	1	20	0	0	0	0	0	0	0	0	BENIGN
783	44	1	1	0	6	0	0	0	0	6	6	6	0	136,363.6364	45,454.54545	44	0	44	44	0	0	0	0	0	0	0	0	0	0	0	40	20	22,727.27273	22,727.27273	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	222	2	2	104	352	52	52	52	0	176	176	176	0	2,054,054.054054	18,018.018018	74	88.898819	173	1	1	1	0	1	1	48	48	0	48	48	0	80	80	9,009.009009	9,009.009009	52	176	101.6	67.917597	4,612.8	0	0	0	0	0	1	127	52	176	80	2	104	2	352	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
443	60,530,895	16	14	1,685	5,172	1,371	0	105.3125	341.897591	1,448	0	369.428571	591.606381	113.280995	0.495615	2,087,272.241379	4,086,023.084307	10,025,779	2	60,530,895	4,035,393	5,059,224.106742	10,119,871	220	60,443,282	4,649,483.230769	5,183,402.367067	10,112,436	193	0	520	456	0.264328	0.231287	0	1,448	221.193548	478.706481	229,159.894624	0	0	1	0	0	0	228.566667	105.3125	369.428571	520	16	1,685	14	5,172	29,200	120	3	32	141,677.333333	130,923.478134	408,857	86,657	9,946,667.166667	162,741.045491	10,025,779	9,618,794	BENIGN
53	23,398	1	1	81	159	81	81	81	0	159	159	159	0	10,257.28695	85.477391	23,398	0	23,398	23,398	0	0	0	0	0	0	0	0	0	0	0	20	32	42.738696	42.738696	81	159	107	45.033321	2,028	0	0	0	0	0	1	160.5	81	159	20	1	81	1	159	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
80	503,049	3	4	26	11,607	20	0	8.666667	10.263203	11,595	0	2,901.75	5,795.50069	23,124.98385	13.915145	83,841.5	204,972.7089	502,240	2	739	369.5	383.958982	641	98	503,047	167,682.3333	289,735.711	502,240	6	0	72	92	5.963634	7.951512	0	11,595	1,454.125	4,097.537534	16,800,000	0	0	1	0	0	1	1,661.857143	8.666667	2,901.75	72	3	26	4	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
443	5,979,760	10	8	392	5,276	189	0	39.2	71.230143	1,448	0	659.5	712.20623	947.864128	3.010154	351,750.5882	1,360,897.151	5,631,455	8	5,979,760	664,417.7778	1,863,124.485	5,631,455	22	232,864	33,266.28571	40,376.40435	83,315	48	0	328	264	1.672308	1.337846	0	1,448	298.31579	547.740921	300,020.117	0	0	1	0	0	0	314.888889	39.2	659.5	328	10	392	8	5,276	29,200	4,719	3	32	348,283	0	348,283	348,283	5,631,455	0	5,631,455	5,631,455	BENIGN
53	196	2	2	92	284	46	46	46	0	142	142	142	0	1,918,367.346939	20,408.163265	65.333333	107.9645	190	3	3	3	0	3	3	3	3	0	3	3	0	64	64	10,204.081633	10,204.081633	46	142	84.4	52.581366	2,764.8	0	0	0	0	0	1	105.5	46	142	64	2	92	2	284	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
443	49	2	1	12	0	6	6	6	0	0	0	0	0	244,897.9592	61,224.4898	24.5	3.535534	27	22	49	49	0	49	49	0	0	0	0	0	0	40	32	40,816.32653	20,408.16327	0	6	4.5	3	9	1	0	0	0	0	0	6	6	0	40	2	12	1	0	0	1,039	1	20	0	0	0	0	0	0	0	0	BENIGN
8,093	49	2	0	4	0	2	2	2	0	0	0	0	0	81,632.65306	40,816.32653	49	0	49	49	49	49	0	49	49	0	0	0	0	0	0	48	0	40,816.32653	0	2	2	2	0	0	0	0	1	0	0	0	3	2	0	48	2	4	0	0	1,024	-1	1	24	0	0	0	0	0	0	0	0	BENIGN
4,045	60	1	1	2	6	2	2	2	0	6	6	6	0	133,333.3333	33,333.33333	60	0	60	60	0	0	0	0	0	0	0	0	0	0	0	24	20	16,666.66667	16,666.66667	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	BENIGN
443	132,634	1	1	6	6	6	6	6	0	6	6	6	0	90.474539	15.07909	132,634	0	132,634	132,634	0	0	0	0	0	0	0	0	0	0	0	20	20	7.539545	7.539545	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	458	71	0	20	0	0	0	0	0	0	0	0	BENIGN
52,544	65	1	1	6	6	6	6	6	0	6	6	6	0	184,615.3846	30,769.23077	65	0	65	65	0	0	0	0	0	0	0	0	0	0	0	20	20	15,384.61538	15,384.61538	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	222	260	0	20	0	0	0	0	0	0	0	0	BENIGN
53	23,833	2	2	82	146	41	41	41	0	73	73	73	0	9,566.567365	167.834515	7,944.333333	13,714.97329	23,781	4	4	4	0	4	4	48	48	0	48	48	0	40	64	83.917258	83.917258	41	73	53.8	17.527122	307.2	0	0	0	0	0	1	67.25	41	73	40	2	82	2	146	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	118,785,014	20	16	1,395	2,244	433	0	69.75	156.565397	746	0	140.25	300.539848	30.635178	0.303069	3,393,857.542857	4,634,802.431513	10,004,943	72	118,785,014	6,251,842.842105	4,706,294.559064	10,041,844	36,983	113,171,848	7,544,789.866667	4,293,779.589271	10,076,880	20,893	0	412	464	0.168371	0.134697	0	746	98.351351	228.201083	52,075.734234	0	0	1	0	0	0	101.083333	69.75	140.25	412	20	1,395	16	2,244	8,192	360	19	20	292,941.363636	849,232.934544	2,853,475	36,846	9,995,410.181818	4,071.203331	10,004,943	9,989,973	BENIGN
443	117,553,158	28	27	1,294	27,144	407	0	46.214286	110.139426	3,835	0	1,005.333333	912.716276	241.916087	0.467873	2,176,910.333	11,100,000	58,600,000	0	118,000,000	4,353,820.667	15,600,000	58,600,000	2	118,000,000	4,519,870.731	15,800,000	58,600,000	2	0	916	872	0.23819	0.229683	0	3,835	507.821429	796.515117	634,436.3312	0	0	1	0	0	0	517.054546	46.214286	1,005.333333	916	28	1,294	27	27,144	29,200	126	7	32	452,413	590,784.8873	870,161	34,665	58,300,000	357,628.447	58,600,000	58,100,000	BENIGN
53	24,153	2	2	94	256	47	47	47	0	128	128	128	0	14,490.9535	165.610897	8,051	13,938.67888	24,146	3	3	3	0	3	3	4	4	0	4	4	0	64	40	82.805449	82.805449	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
1,039	43	1	1	2	6	2	2	2	0	6	6	6	0	186,046.5116	46,511.62791	43	0	43	43	0	0	0	0	0	0	0	0	0	0	0	24	20	23,255.81395	23,255.81395	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
80	8,387,786	4	0	24	0	6	6	6	0	0	0	0	0	2.861303	0.476884	2,795,928.667	4,840,085.733	8,384,778	4	8,387,786	2,795,928.667	4,840,085.733	8,384,778	4	0	0	0	0	0	0	80	0	0.476884	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	3,008	0	3,008	3,008	8,384,778	0	8,384,778	8,384,778	DDoS
53	24,801	2	2	76	354	38	38	38	0	177	177	177	0	17,338.01056	161.283819	8,267	14,235.72559	24,705	48	48	48	0	48	48	48	48	0	48	48	0	40	64	80.64191	80.64191	38	177	93.6	76.133435	5,796.3	0	0	0	0	0	1	117	38	177	40	2	76	2	354	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	103,726,611	15	3	2,541	6	231	0	169.4	105.737411	6	0	2	3.464102	24.554933	0.173533	6,101,565.353	12,900,000	51,400,000	73	104,000,000	7,409,038.429	13,900,000	51,400,000	327	103,000,000	51,400,000	28,000,000	71,200,000	31,600,000	0	496	100	0.144611	0.028922	0	231	134.052632	116.803479	13,643.05263	0	0	1	0	0	0	141.5	169.4	2	496	15	2,541	3	6	29,200	0	11	32	3,704,082.5	5,237,506.694	7,407,559	606	19,300,000	18,800,000	51,400,000	5,897,040	DoS slowloris
56,136	276	2	0	0	0	0	0	0	0	0	0	0	0	0	7,246.376812	276	0	276	276	276	276	0	276	276	0	0	0	0	0	0	64	0	7,246.376812	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	64	2	0	0	0	340	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
50,499	56	2	1	0	0	0	0	0	0	0	0	0	0	0	53,571.42857	28	21.213203	43	13	43	43	0	43	43	0	0	0	0	0	0	64	32	35,714.28571	17,857.14286	0	0	0	0	0	0	0	0	1	1	0	0	0	0	64	2	0	1	0	351	32,832	0	32	0	0	0	0	0	0	0	0	BENIGN
53	198	2	2	54	54	27	27	27	0	27	27	27	0	545,454.5455	20,202.0202	66	72.691127	146	4	4	4	0	4	4	48	48	0	48	48	0	64	64	10,101.0101	10,101.0101	27	27	27	0	0	0	0	0	0	0	1	33.75	27	27	64	2	54	2	54	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
80	98,363,282	6	5	342	11,595	324	0	57	130.835775	8,688	0	2,319	3,776.347044	121.35626	0.11183	9,836,328.2	31,100,000	98,300,000	37	98,400,000	19,700,000	44,000,000	98,300,000	636	98,400,000	24,600,000	49,200,000	98,400,000	495	0	164	168	0.060998	0.050832	0	8,688	995.25	2,561.087167	6,559,167.477	1	0	0	0	0	0	1,085.727273	57	2,319	164	6	342	5	11,595	0	235	3	20	10,937	0	10,937	10,937	98,300,000	0	98,300,000	98,300,000	DoS Hulk
53	80,982	1	1	55	183	55	55	55	0	183	183	183	0	2,938.924699	24.696846	80,982	0	80,982	80,982	0	0	0	0	0	0	0	0	0	0	0	20	32	12.348423	12.348423	55	183	97.666667	73.900834	5,461.333333	0	0	0	0	0	1	146.5	55	183	20	1	55	1	183	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
49,270	3	2	0	124	0	62	62	62	0	0	0	0	0	41,333,333.333333	666,666.666667	3	0	3	3	3	3	0	3	3	0	0	0	0	0	0	40	0	666,666.666667	0	62	62	62	0	0	0	0	0	0	0	0	93	62	0	40	2	124	0	0	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	85,976	1	1	51	67	51	51	51	0	67	67	67	0	1,372.47604	23.262306	85,976	0	85,976	85,976	0	0	0	0	0	0	0	0	0	0	0	32	32	11.631153	11.631153	51	67	56.333333	9.237604	85.333333	0	0	0	0	0	1	84.5	51	67	32	1	51	1	67	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	26,397	2	2	60	414	30	30	30	0	207	207	207	0	17,956.58598	151.532371	8,799	15,235.1189	26,391	3	3	3	0	3	3	3	3	0	3	3	0	80	64	75.766186	75.766186	30	207	100.8	96.946893	9,398.7	0	0	0	0	0	1	126	30	207	80	2	60	2	414	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
443	142,878	48	61	1,331	110,185	570	0	27.729167	109.13738	4,344	0	1,806.311475	898.159332	780,498.0473	762.888618	1,322.944444	5,031.61888	23,325	1	142,795	3,038.191489	7,432.811943	23,995	1	119,942	1,999.033333	6,106.43445	24,109	1	0	1,220	1,960	335.950951	426.937667	0	4,344	1,013.781818	1,112.785045	1,238,290.557	0	0	1	0	0	1	1,023.082569	27.729167	1,806.311475	1,220	48	1,331	61	110,185	29,200	61	31	20	0	0	0	0	0	0	0	0	BENIGN
80	470,836	3	4	26	11,601	20	0	8.666667	10.263203	8,760	0	2,900.25	4,128.319301	24,694.37341	14.867172	78,472.66667	185,918.2716	457,858	3	12,043	6,021.5	8,511.444325	12,040	3	470,685	156,895	260,707.2346	457,858	564	0	72	92	6.371645	8.495527	0	8,760	1,453.375	3,113.952607	9,696,700.839	0	0	1	0	0	1	1,661	8.666667	2,900.25	72	3	26	4	11,601	8,192	229	2	20	0	0	0	0	0	0	0	0	DDoS
53	48,334	4	2	152	178	38	38	38	0	89	89	89	0	6,827.492035	124.136219	9,666.8	18,370.653314	42,191	3	42,242	14,080.666667	24,344.273173	42,191	3	3	3	0	3	3	0	104	40	82.757479	41.37874	38	89	52.571429	24.885452	619.285714	0	0	0	0	0	0	61.333333	38	89	104	4	152	2	178	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
443	293,002	13	10	684	6,703	437	0	52.615385	123.151356	1,448	0	670.3	707.920907	25,211.432	78.497758	13,318.27273	37,989.0627	175,926	3	293,002	24,416.83333	68,226.07047	239,231	3	265,069	29,452.11111	56,930.20437	175,926	4	0	428	328	44.368298	34.12946	0	1,448	307.791667	549.613143	302,074.6069	0	0	1	0	0	0	321.173913	52.615385	670.3	428	13	684	10	6,703	65,535	972	5	32	0	0	0	0	0	0	0	0	BENIGN
22	1,339,243	41	42	2,728	6,634	456	0	66.536585	110.129945	976	0	157.952381	319.121428	6,990.516284	61.97531	16,332.23171	105,955.6325	953,534	1	1,339,243	33,481.075	159,550.4979	997,130	1	385,614	9,405.219512	22,735.06612	111,741	1	0	1,328	1,360	30.61431	31.361	0	976	111.452381	241.642792	58,391.23867	0	0	1	0	0	1	112.795181	66.536585	157.952381	1,328	41	2,728	42	6,634	29,200	243	24	32	0	0	0	0	0	0	0	0	BENIGN
44,708	28	1	1	0	0	0	0	0	0	0	0	0	0	0	71,428.57143	28	0	28	28	0	0	0	0	0	0	0	0	0	0	0	32	32	35,714.28571	35,714.28571	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	114	296	0	32	0	0	0	0	0	0	0	0	BENIGN
53	184	2	2	102	134	51	51	51	0	67	67	67	0	1,282,608.696	21,739.13043	61.333333	23.965253	89	47	48	48	0	48	48	47	47	0	47	47	0	64	64	10,869.56522	10,869.56522	51	67	57.4	8.763561	76.8	0	0	0	0	0	1	71.75	51	67	64	2	102	2	134	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	231	2	2	94	350	47	47	47	0	175	175	175	0	1,922,077.922	17,316.01732	77	128.175661	225	2	2	2	0	2	2	4	4	0	4	4	0	40	40	8,658.008658	8,658.008658	47	175	98.2	70.108487	4,915.2	0	0	0	0	0	1	122.75	47	175	40	2	94	2	350	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	84,918,316	8	7	357	11,595	357	0	44.625	126.21856	7,240	0	1,656.428571	2,565.850857	140.747021	0.17664	6,065,594	22,700,000	84,800,000	1	84,800,000	12,100,000	32,000,000	84,800,000	1	149,662	24,943.66667	54,736.68124	136,174	67	0	264	232	0.094208	0.082432	0	7,240	747	1,824.04565	3,327,142.533	0	0	0	1	0	0	796.8	44.625	1,656.428571	264	8	357	7	11,595	274	235	1	32	722	0	722	722	84,800,000	0	84,800,000	84,800,000	DoS Hulk
62,827	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	0	20	20	333,333.3333	333,333.3333	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	946	256	0	20	0	0	0	0	0	0	0	0	BENIGN
53	59,875	2	2	76	196	38	38	38	0	98	98	98	0	4,542.797495	66.805846	19,958.33333	34,528.1515	59,828	1	1	1	0	1	1	46	46	0	46	46	0	40	80	33.402923	33.402923	38	98	62	32.863353	1,080	0	0	0	0	0	1	77.5	38	98	40	2	76	2	196	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	24,045	2	2	90	152	45	45	45	0	76	76	76	0	10,064.46247	166.354752	8,015	13,876.32505	24,038	3	3	3	0	3	3	4	4	0	4	4	0	40	40	83.177376	83.177376	45	76	57.4	16.979399	288.3	0	0	0	0	0	1	71.75	45	76	40	2	90	2	152	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
6,009	7	2	2	4	12	2	2	2	0	6	6	6	0	2,285,714.286	571,428.5714	2.333333	1.527525	4	1	1	1	0	1	1	2	2	0	2	2	0	48	40	285,714.2857	285,714.2857	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
57,664	3	2	0	12	0	6	6	6	0	0	0	0	0	4,000,000	666,666.666667	3	0	3	3	3	3	0	3	3	0	0	0	0	0	0	40	0	666,666.666667	0	6	6	6	0	0	0	0	0	1	0	0	9	6	0	40	2	12	0	0	21,220	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
64,568	4	2	0	12	0	6	6	6	0	0	0	0	0	3,000,000	500,000	4	0	4	4	4	4	0	4	4	0	0	0	0	0	0	40	0	500,000	0	6	6	6	0	0	0	0	0	1	0	0	9	6	0	40	2	12	0	0	135	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	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	274	-1	0	32	0	0	0	0	0	0	0	0	DoS Hulk
80	5,592,040	3	1	12	0	6	0	4	3.464102	0	0	0	0	2.145907	0.715302	1,864,013.333	3,194,897.563	5,553,095	36	5,592,040	2,796,020	3,899,092.857	5,553,095	38,945	0	0	0	0	0	0	72	32	0.536477	0.178826	0	6	2.4	3.286335	10.8	0	0	1	0	0	0	3	4	0	72	3	12	1	0	8,192	29,200	2	20	0	0	0	0	0	0	0	0	BENIGN
53	47,305	1	1	42	266	42	42	42	0	266	266	266	0	6,510.939647	42.278829	47,305	0	47,305	47,305	0	0	0	0	0	0	0	0	0	0	0	20	32	21.139414	21.139414	42	266	116.666667	129.32646	16,725.33333	0	0	0	0	0	1	175	42	266	20	1	42	1	266	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	142	2	2	102	134	51	51	51	0	67	67	67	0	1,661,971.831	28,169.01408	47.333333	76.787586	136	3	3	3	0	3	3	3	3	0	3	3	0	64	64	14,084.50704	14,084.50704	51	67	57.4	8.763561	76.8	0	0	0	0	0	1	71.75	51	67	64	2	102	2	134	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
443	61,043,795	15	12	986	3,497	607	0	65.733333	159.211659	2,713	0	291.416667	787.937406	73.439078	0.442305	2,347,838.269	4,271,020.489	10,000,000	50	61,000,000	4,360,271.071	5,126,815.181	10,100,000	1,452	61,000,000	5,541,702.727	5,220,410.355	10,100,000	1,775	0	312	324	0.245725	0.19658	0	2,713	160.107143	528.811129	279,641.2103	0	0	1	0	0	0	166.037037	65.733333	291.416667	312	15	986	12	3,497	8,192	114	14	20	144,557.6667	146,763.8264	444,138	84,539	9,993,896.5	17,106.74686	10,000,000	9,958,999	BENIGN
8,008	46	1	1	0	6	0	0	0	0	6	6	6	0	130,434.7826	43,478.26087	46	0	46	46	0	0	0	0	0	0	0	0	0	0	0	40	20	21,739.13043	21,739.13043	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	60,999,204	17	15	700	5,250	386	0	41.176471	103.498934	1,448	0	350	570.568639	97.542256	0.524597	1,967,716.258	4,007,340.937	10,000,000	8	61,000,000	3,812,450.25	4,995,831.186	10,100,000	54	60,900,000	4,353,456.929	5,139,006.102	10,100,000	49	0	552	488	0.278692	0.245905	0	1,448	180.30303	415.428731	172,581.0303	0	0	1	0	0	0	185.9375	41.176471	350	552	17	700	15	5,250	29,200	123	3	32	85,462.83333	84,765.28678	258,489	50,680	10,000,000	28,005.96031	10,000,000	9,959,998	BENIGN
1,102	76	1	1	2	6	2	2	2	0	6	6	6	0	105,263.1579	26,315.78947	76	0	76	76	0	0	0	0	0	0	0	0	0	0	0	24	20	13,157.89474	13,157.89474	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
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	274	-1	0	32	0	0	0	0	0	0	0	0	DoS Hulk
54,148	130	1	1	0	0	0	0	0	0	0	0	0	0	0	15,384.61538	130	0	130	130	0	0	0	0	0	0	0	0	0	0	0	20	20	7,692.307692	7,692.307692	0	0	0	0	0	0	0	0	1	1	1	0	0	0	20	1	0	1	0	31,365	63,292	0	20	0	0	0	0	0	0	0	0	BENIGN
443	259,212	13	8	929	5,132	453	0	71.461538	137.566115	1,460	0	641.5	692.254289	23,382.40514	81.014768	12,960.6	19,061.64353	59,011	1	259,212	21,601	21,102.06607	59,011	1	193,356	27,622.28571	37,709.37905	83,615	49	0	284	172	50.151999	30.862769	0	1,460	275.5	500.968847	250,969.7857	0	0	1	0	0	0	288.619048	71.461538	641.5	284	13	929	8	5,132	65,535	62	6	20	0	0	0	0	0	0	0	0	BENIGN
443	53,094,907	13	12	858	4,450	517	0	66	149.900523	1,448	0	370.833333	555.309714	99.971924	0.470855	2,212,287.792	4,070,605.093	10,000,000	3	43,500,000	3,620,899.667	4,826,677.712	10,100,000	214	53,000,000	4,817,586.636	5,021,336.032	10,100,000	3	0	424	392	0.244845	0.22601	0	1,448	204.153846	413.999391	171,395.4954	0	0	1	0	0	0	212.32	66	370.833333	424	13	858	12	4,450	29,200	252	3	32	700,245.8	1,339,034.212	3,095,583	101,185	9,918,735	210,461.5457	10,000,000	9,542,570	BENIGN
53,684	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	0	1	0	0	0	32	1	0	1	0	349	318	0	32	0	0	0	0	0	0	0	0	BENIGN
443	160,417	1	1	0	0	0	0	0	0	0	0	0	0	0	12.467507	160,417	0	160,417	160,417	0	0	0	0	0	0	0	0	0	0	0	32	32	6.233753	6.233753	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	825	243	0	32	0	0	0	0	0	0	0	0	BENIGN
53	177,867	2	2	58	90	29	29	29	0	45	45	45	0	832.082399	22.488713	59,289	102,688.096233	177,863	1	1	1	0	1	1	3	3	0	3	3	0	40	40	11.244357	11.244357	29	45	35.4	8.763561	76.8	0	0	0	0	0	1	44.25	29	45	40	2	58	2	90	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	171	2	2	84	204	42	42	42	0	102	102	102	0	1,684,210.526	23,391.81287	57	92.666067	164	3	3	3	0	3	3	4	4	0	4	4	0	88	88	11,695.90643	11,695.90643	42	102	66	32.863353	1,080	0	0	0	0	0	1	82.5	42	102	88	2	84	2	204	-1	-1	1	44	0	0	0	0	0	0	0	0	BENIGN
443	3,441,877	5	1	123	46	46	0	24.6	23.276598	46	46	46	0	49.101115	1.743235	688,375.4	1,495,292.42	3,363,002	48	3,441,877	860,469.25	1,668,459.945	3,363,002	48	0	0	0	0	0	1	160	32	1.452696	0.290539	0	46	30.714286	21.684974	470.238095	0	1	0	1	0	0	35.833333	24.6	46	160	5	123	1	46	724	357	2	32	0	0	0	0	0	0	0	0	BENIGN
443	22	1	1	0	0	0	0	0	0	0	0	0	0	0	90,909.090909	22	0	22	22	0	0	0	0	0	0	0	0	0	0	0	32	32	45,454.545455	45,454.545455	0	0	0	0	0	0	0	0	1	0	1	0	0	0	32	1	0	1	0	65,535	181	0	32	0	0	0	0	0	0	0	0	BENIGN
53	1,172	2	2	58	178	29	29	29	0	89	89	89	0	201,365.187713	3,412.969283	390.666667	672.326062	1,167	1	1	1	0	1	1	4	4	0	4	4	0	40	40	1,706.484642	1,706.484642	29	89	53	32.863353	1,080	0	0	0	0	0	1	66.25	29	89	40	2	58	2	178	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	192	2	0	0	0	0	0	0	0	0	0	0	0	0	10,416.66667	192	0	192	192	192	192	0	192	192	0	0	0	0	0	0	64	0	10,416.66667	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
80	170,535	3	5	373	11,595	373	0	124.333333	215.35165	4,344	0	2,319	2,196.731436	70,179.14211	46.911191	24,362.14286	60,870.01239	162,243	6	7,988	3,994	5,639.883687	7,982	6	170,472	42,618	79,835.94762	162,243	58	0	104	168	17.591697	29.319495	0	4,344	1,329.777778	1,949.861199	3,801,958.694	0	0	1	0	0	1	1,496	124.333333	2,319	104	3	373	5	11,595	29,200	235	1	32	0	0	0	0	0	0	0	0	DoS Hulk
443	96,673	2	0	12	0	6	6	6	0	0	0	0	0	124.129798	20.6883	96,673	0	96,673	96,673	96,673	96,673	0	96,673	96,673	0	0	0	0	0	0	40	0	20.6883	0	6	6	6	0	0	0	0	0	1	0	0	9	6	0	40	2	12	0	0	254	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	200,604	2	2	82	334	41	41	41	0	167	167	167	0	2,073.737313	19.939782	66,868	115,774.6083	200,553	3	3	3	0	3	3	48	48	0	48	48	0	64	64	9.969891	9.969891	41	167	91.4	69.013042	4,762.8	0	0	0	0	0	1	114.25	41	167	64	2	82	2	334	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	31,735	2	2	68	176	34	34	34	0	88	88	88	0	7,688.671813	126.0438	10,578.33333	18,317.88073	31,730	1	1	1	0	1	1	4	4	0	4	4	0	40	64	63.0219	63.0219	34	88	55.6	29.577018	874.8	0	0	0	0	0	1	69.5	34	88	40	2	68	2	176	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
64,186	43	1	1	6	6	6	6	6	0	6	6	6	0	279,069.767442	46,511.627907	43	0	43	43	0	0	0	0	0	0	0	0	0	0	0	20	20	23,255.813953	23,255.813953	6	6	6	0	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	0	0	BENIGN
80	3,119,664	3	3	6	6	6	0	2	3.464102	6	0	2	3.464102	3.846568	1.923284	623,932.8	908,341.381	2,023,746	36	1,095,918	547,959	742,166.5496	1,072,750	23,168	3,096,561	1,548,280.5	672,460.6702	2,023,782	1,072,779	0	84	84	0.961642	0.961642	0	6	1.714286	2.9277	8.571429	0	0	1	0	0	1	2	2	2	84	3	6	3	6	8,192	29	1	20	0	0	0	0	0	0	0	0	BENIGN
53	30,696	1	1	44	60	44	44	44	0	60	60	60	0	3,388.063591	65.155069	30,696	0	30,696	30,696	0	0	0	0	0	0	0	0	0	0	0	32	20	32.577535	32.577535	44	60	49.333333	9.237604	85.333333	0	0	0	0	0	1	74	44	60	32	1	44	1	60	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
80	718,699	3	4	26	11,601	20	0	8.666667	10.263203	7,215	0	2,900.25	3,540.00286	16,177.84358	9.739822	119,783.1667	279,547.5471	689,969	75	28,511	14,255.5	19,079.86228	27,747	764	718,599	239,533	390,346.3332	689,969	144	0	72	92	4.174209	5.565612	0	7,215	1,453.375	2,786.259804	7,763,243.696	0	0	1	0	0	1	1,661	8.666667	2,900.25	72	3	26	4	11,601	8,192	229	2	20	0	0	0	0	0	0	0	0	DDoS
443	392,233	4	1	517	0	517	0	129.25	258.5	0	0	0	0	1,318.094092	12.747525	98,058.25	161,105.116557	338,657	25	392,233	130,744.333333	180,341.14723	338,657	16,680	0	0	0	0	0	0	136	40	10.19802	2.549505	0	517	86.166667	211.064366	44,548.166667	0	0	1	0	0	0	103.4	129.25	0	136	4	517	1	0	29,200	42,408	1	32	0	0	0	0	0	0	0	0	BENIGN
55,849	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	20	20	50,000	50,000	0	0	0	0	0	0	0	0	1	1	1	0	0	0	20	1	0	1	0	229	16,425	0	20	0	0	0	0	0	0	0	0	BENIGN
45,094	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	349	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
80	79,845,578	20	19	14,034	4,594	2,896	0	701.7	929.752661	1,333	0	241.789474	487.312993	233.300334	0.488443	2,101,199.421	3,899,389.576	10,200,000	2	70,200,000	3,693,779.579	4,594,161.962	10,200,000	2	79,800,000	4,434,569.444	4,725,661.189	10,200,000	2	0	648	604	0.250484	0.237959	0	2,896	465.7	767.651604	589,288.9846	0	0	1	0	0	0	477.641026	701.7	241.789474	648	20	14,034	19	4,594	29,200	18,414	9	32	38,897.55556	24,836.05347	93,825	22,837	8,832,833.333	1,876,962.245	10,200,000	6,233,021	BENIGN
1,742	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	0	40	0	666,666.6667	0	6	6	6	0	0	0	0	0	1	0	0	9	6	0	40	2	12	0	0	360	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
54,832	40	1	1	6	6	6	6	6	0	6	6	6	0	300,000	50,000	40	0	40	40	0	0	0	0	0	0	0	0	0	0	0	20	20	25,000	25,000	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	66	319	0	20	0	0	0	0	0	0	0	0	BENIGN
123	94,114	1	1	48	48	48	48	48	0	48	48	48	0	1,020.039527	21.250823	94,114	0	94,114	94,114	0	0	0	0	0	0	0	0	0	0	0	20	32	10.625412	10.625412	48	48	48	0	0	0	0	0	0	0	1	72	48	48	20	1	48	1	48	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
443	117,341,575	27	22	2,972	9,346	1,612	0	110.074074	355.090338	2,370	0	424.818182	699.595437	104.975581	0.417584	2,444,616.146	4,231,721.113	10,000,000	2	117,000,000	4,513,137.5	4,925,870.933	10,000,000	2	112,000,000	5,348,957.381	5,055,284.7	10,000,000	2	0	872	712	0.230097	0.187487	0	2,370	246.36	549.939802	302,433.7861	0	0	1	0	0	0	251.387755	110.074074	424.818182	872	27	2,972	22	9,346	29,200	413	5	32	201,364.5455	547,010.8805	1,850,664	36,185	10,000,000	3,041.676849	10,000,000	10,000,000	BENIGN
80	115,356,013	16	13	543	582	459	0	33.9375	113.359881	516	0	44.769231	141.596936	9.752418	0.251396	4,119,857.607	4,901,776.415	10,000,000	18	115,000,000	7,690,400.867	4,164,683.791	10,000,000	7,636	110,000,000	9,197,591.583	2,884,864.509	10,000,000	36,934	0	332	272	0.138701	0.112695	0	516	37.5	122.565887	15,022.39655	0	0	1	0	0	0	38.793103	33.9375	44.769231	332	16	543	13	582	8,192	8,190	15	20	36,442.63636	26,621.89371	116,710	28,244	9,997,306.818	17,099.04089	10,000,000	9,948,995	BENIGN

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