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	1,051,853	3	7	26	11,601	20	0	8.666667	10.263203	4,380	0	1,657.285714	1,561.969346	11,053.82596	9.507032	116,872.5556	348,621.2383	1,046,522	3	4,327	2,163.5	3,055.408402	4,324	3	1,051,779	175,296.5	426,814.7729	1,046,522	15	0	72	152	2.85211	6.654922	0	4,380	1,057	1,468.855269	2,157,535.8	0	0	1	0	0	2	1,162.7	8.666667	1,657.285714	72	3	26	7	11,601	8,192	229	2	20	0	0	0	0	0	0	0	0	DDoS
443	129,758	8	5	517	3,749	197	0	64.625	78.230315	1,430	0	749.8	717.378004	32,876.58564	100.186501	10,813.16667	15,657.4037	36,458	3	129,758	18,536.85714	17,521.32857	38,359	3	39,712	9,928	18,614.34927	37,829	49	0	172	112	61.653231	38.53327	0	1,430	304.714286	529.576381	280,451.1429	0	0	1	0	0	0	328.153846	64.625	749.8	172	8	517	5	3,749	8,192	343	7	20	0	0	0	0	0	0	0	0	BENIGN
1,396	85	1	2	6	12	6	6	6	0	6	6	6	0	211,764.7059	35,294.11765	42.5	57.275649	83	2	0	0	0	0	0	2	2	0	2	2	0	20	40	11,764.70588	23,529.41176	6	6	6	0	0	0	0	0	1	1	2	8	6	6	20	1	6	2	12	256	256	0	20	0	0	0	0	0	0	0	0	BENIGN
53	30,850	2	2	94	256	47	47	47	0	128	128	128	0	11,345.2188	129.659643	10,283.33333	17,767.10276	30,799	3	3	3	0	3	3	48	48	0	48	48	0	40	40	64.829822	64.829822	47	128	79.4	44.365527	1,968.3	0	0	0	0	0	1	99.25	47	128	40	2	94	2	256	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	177	2	2	88	120	44	44	44	0	60	60	60	0	1,175,141.243	22,598.87006	59	60.621778	124	4	4	4	0	4	4	49	49	0	49	49	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
80	1,006	3	0	0	0	0	0	0	0	0	0	0	0	0	2,982.107356	503	711.349422	1,006	0	1,006	503	711.349422	1,006	0	0	0	0	0	0	0	96	0	2,982.107356	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	96	3	0	0	0	251	-1	0	32	0	0	0	0	0	0	0	0	DoS Hulk
53	31,203	2	2	130	294	65	65	65	0	147	147	147	0	13,588.437009	128.192802	10,401	17,969.17519	31,150	4	49	49	0	49	49	4	4	0	4	4	0	64	40	64.096401	64.096401	65	147	97.8	44.91325	2,017.2	0	0	0	0	0	1	122.25	65	147	64	2	130	2	294	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
3,268	96,013,561	22	13	2,986	6,356	1,305	0	135.727273	379.293351	2,910	0	488.923077	897.607789	97.298756	0.364532	2,823,928.265	16,500,000	96,000,000	3	96,000,000	4,572,070.667	20,900,000	96,000,000	3	96,000,000	8,001,125.083	27,700,000	96,000,000	3	0	728	408	0.229134	0.135398	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	20,236	0	20,236	20,236	96,000,000	0	96,000,000	96,000,000	BENIGN
53	190	2	2	108	172	54	54	54	0	86	86	86	0	1,473,684.211	21,052.63158	63.333333	104.500399	184	3	3	3	0	3	3	3	3	0	3	3	0	40	40	10,526.31579	10,526.31579	54	86	66.8	17.527122	307.2	0	0	0	0	0	1	83.5	54	86	40	2	108	2	172	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
720	49	1	1	0	6	0	0	0	0	6	6	6	0	122,448.9796	40,816.32653	49	0	49	49	0	0	0	0	0	0	0	0	0	0	0	40	20	20,408.16327	20,408.16327	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
80	5,532,285	3	1	12	0	6	0	4	3.464102	0	0	0	0	2.169086	0.723029	1,844,095	3,149,718.431	5,480,957	124	5,532,285	2,766,142.5	3,839,327.485	5,480,957	51,328	0	0	0	0	0	0	72	32	0.542271	0.180757	0	6	2.4	3.286335	10.8	0	0	1	0	0	0	3	4	0	72	3	12	1	0	8,192	17,922	2	20	0	0	0	0	0	0	0	0	BENIGN
53	764	2	2	88	196	44	44	44	0	98	98	98	0	371,727.7487	5,235.602094	254.666667	434.167402	756	4	4	4	0	4	4	4	4	0	4	4	0	40	40	2,617.801047	2,617.801047	44	98	65.6	29.577018	874.8	0	0	0	0	0	1	82	44	98	40	2	88	2	196	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	115,839,072	22	18	1,284	4,536	900	0	58.363636	195.027115	1,418	0	252	488.531533	50.242115	0.345307	2,970,232.615	4,536,170.265	10,000,000	4	116,000,000	5,516,146.286	4,973,819.679	10,100,000	46	111,000,000	6,525,959.059	4,915,154.127	10,100,000	4	0	712	584	0.189919	0.155388	0	1,418	141.95122	362.211054	131,196.8476	0	0	1	0	0	0	145.5	58.363636	252	712	22	1,284	18	4,536	29,200	370	4	32	75,438	127,358.4381	459,437	36,798	10,000,000	3,961.770646	10,000,000	9,998,813	BENIGN
443	1,414,358	3	1	18	53	6	6	6	0	53	53	53	0	50.199454	2.828138	471,452.6667	816,526.279	1,414,296	1	1,414,358	707,179	1,000,100.719	1,414,357	1	0	0	0	0	0	0	60	20	2.121104	0.707035	6	53	15.4	21.019039	441.8	1	0	0	0	0	0	19.25	6	53	60	3	18	1	53	0	131	2	20	0	0	0	0	0	0	0	0	BENIGN
53	206	2	2	88	344	44	44	44	0	172	172	172	0	2,097,087.379	19,417.47573	68.666667	76.422074	153	4	4	4	0	4	4	49	49	0	49	49	0	40	40	9,708.737864	9,708.737864	44	172	95.2	70.108487	4,915.2	0	0	0	0	0	1	119	44	172	40	2	88	2	344	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	4,072,603	5	1	123	46	46	0	24.6	23.276598	46	46	46	0	41.496802	1.473259	814,520.6	1,789,367.967109	4,015,321	32	4,072,603	1,018,150.75	1,998,169.868973	4,015,321	48	0	0	0	0	0	1	160	32	1.227716	0.245543	0	46	30.714286	21.684974	470.238095	0	1	0	1	0	0	35.833333	24.6	46	160	5	123	1	46	489	370	2	32	0	0	0	0	0	0	0	0	BENIGN
15,004	31	1	1	0	6	0	0	0	0	6	6	6	0	193,548.3871	64,516.12903	31	0	31	31	0	0	0	0	0	0	0	0	0	0	0	40	20	32,258.06452	32,258.06452	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	232,428	1	1	44	96	44	44	44	0	96	96	96	0	602.337068	8.604815	232,428	0	232,428	232,428	0	0	0	0	0	0	0	0	0	0	0	32	20	4.302408	4.302408	44	96	61.333333	30.022214	901.333333	0	0	0	0	0	1	92	44	96	32	1	44	1	96	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
31,692	10,008,805	1	5	6	30	6	6	6	0	6	6	6	0	3.596833	0.599472	2,001,761	4,456,457.679	9,973,689	3	0	0	0	0	0	10,000,000	2,500,672.5	4,982,027.917	9,973,689	3	0	20	100	0.099912	0.49956	6	6	6	0	0	0	0	0	1	1	5	7	6	6	20	1	6	5	30	229	0	0	20	35,116	0	35,116	35,116	9,973,689	0	9,973,689	9,973,689	BENIGN
80	110	2	0	0	0	0	0	0	0	0	0	0	0	0	18,181.81818	110	0	110	110	110	110	0	110	110	0	0	0	0	0	0	40	0	18,181.81818	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	40	2	0	0	0	256	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
80	83,395,352	8	5	360	11,595	360	0	45	127.279221	7,240	0	2,319	3,331.638186	143.353313	0.155884	6,949,612.667	24,000,000	83,200,000	1	83,300,000	11,900,000	31,500,000	83,200,000	1	152,599	38,149.75	68,298.17828	140,260	161	0	264	168	0.095929	0.059955	0	7,240	853.928571	2,169.880197	4,708,380.071	0	0	0	1	0	0	919.615385	45	2,319	264	8	360	5	11,595	274	235	1	32	2,003	0	2,003	2,003	83,200,000	0	83,200,000	83,200,000	DoS Hulk
465	32	1	1	0	6	0	0	0	0	6	6	6	0	187,500	62,500	32	0	32	32	0	0	0	0	0	0	0	0	0	0	0	40	20	31,250	31,250	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	14,639,408	17	25	10,295	21,385	1,969	0	605.588235	883.873652	2,920	2	855.4	788.913071	2,164.021933	2.868968	357,058.731707	1,623,013.944746	9,947,049	1	4,692,358	293,272.375	828,998.363459	3,364,903	3	14,607,388	608,641.166667	2,116,927.725246	10,000,341	1	0	352	504	1.161249	1.707719	0	2,920	736.744186	825.546546	681,527.099668	0	0	1	0	0	1	754.285714	605.588235	855.4	352	17	10,295	25	21,385	8,192	58,400	16	20	4,692,358	0	4,692,358	4,692,358	9,947,049	0	9,947,049	9,947,049	BENIGN
80	2,957,978	4	0	24	0	6	6	6	0	0	0	0	0	8.113651	1.352275	985,992.6667	1,705,190.525	2,954,977	1,002	2,957,978	985,992.6667	1,705,190.525	2,954,977	1,002	0	0	0	0	0	0	80	0	1.352275	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	0	0	0	0	0	0	0	0	DDoS
53	62,583	2	2	68	326	34	34	34	0	163	163	163	0	6,295.639391	63.915121	20,861	36,125.38369	62,575	4	4	4	0	4	4	4	4	0	4	4	0	40	40	31.95756	31.95756	34	163	85.6	70.65621	4,992.3	0	0	0	0	0	1	107	34	163	40	2	68	2	326	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	64,038,231	2	0	0	0	0	0	0	0	0	0	0	0	0	0.031231	64,038,231	0	64,038,231	64,038,231	64,038,231	64,038,231	0	64,038,231	64,038,231	0	0	0	0	0	0	64	0	0.031231	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	64	2	0	0	0	33,304	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
50,116	345	2	0	12	0	6	6	6	0	0	0	0	0	34,782.6087	5,797.101449	345	0	345	345	345	345	0	345	345	0	0	0	0	0	0	40	0	5,797.101449	0	6	6	6	0	0	0	0	0	1	0	0	9	6	0	40	2	12	0	0	17,400	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	144	2	2	80	112	40	40	40	0	56	56	56	0	1,333,333.333333	27,777.777778	48	77.942286	138	3	3	3	0	3	3	3	3	0	3	3	0	64	64	13,888.888889	13,888.888889	40	56	46.4	8.763561	76.8	0	0	0	0	0	1	58	40	56	64	2	80	2	112	-1	-1	1	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
1,199	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
53	259,641	2	2	74	128	37	37	37	0	64	64	64	0	777.997312	15.405887	86,547	149,900.3371	259,637	1	1	1	0	1	1	3	3	0	3	3	0	64	64	7.702944	7.702944	37	64	47.8	14.788509	218.7	0	0	0	0	0	1	59.75	37	64	64	2	74	2	128	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
80	51	2	0	0	0	0	0	0	0	0	0	0	0	0	39,215.68627	51	0	51	51	51	51	0	51	51	0	0	0	0	0	0	64	0	39,215.68627	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
443	137,089	15	10	1,958	5,444	1,448	0	130.533333	371.424645	1,448	0	544.4	669.099594	53,994.12061	182.363282	5,712.041667	10,052.33688	28,069	1	137,089	9,792.071429	11,993.13122	28,069	1	105,091	11,676.77778	18,936.49406	53,106	1	0	492	328	109.417969	72.945313	0	1,448	284.692308	531.888768	282,905.6615	0	0	1	0	0	0	296.08	130.533333	544.4	492	15	1,958	10	5,444	65,535	1,029	7	32	0	0	0	0	0	0	0	0	BENIGN
1,658	48	1	1	6	6	6	6	6	0	6	6	6	0	250,000	41,666.66667	48	0	48	48	0	0	0	0	0	0	0	0	0	0	0	20	20	20,833.33333	20,833.33333	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	296	16,226	0	20	0	0	0	0	0	0	0	0	BENIGN
53	60,533	1	1	58	107	58	58	58	0	107	107	107	0	2,725.785935	33.03983	60,533	0	60,533	60,533	0	0	0	0	0	0	0	0	0	0	0	20	20	16.519915	16.519915	58	107	74.333333	28.290163	800.333333	0	0	0	0	0	1	111.5	58	107	20	1	58	1	107	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
47,474	58	1	1	0	0	0	0	0	0	0	0	0	0	0	34,482.75862	58	0	58	58	0	0	0	0	0	0	0	0	0	0	0	32	32	17,241.37931	17,241.37931	0	0	0	0	0	0	0	0	1	0	1	0	0	0	32	1	0	1	0	4,893	36,200	0	32	0	0	0	0	0	0	0	0	BENIGN
54,814	65	3	1	43	6	31	6	14.333333	14.433757	6	6	6	0	753,846.1538	61,538.46154	21.666667	34.078341	61	1	4	2	1.414214	3	1	0	0	0	0	0	0	60	20	46,153.84615	15,384.61538	6	31	11	11.18034	125	0	0	0	1	0	0	13.75	14.333333	6	60	3	43	1	6	1,220	0	2	20	0	0	0	0	0	0	0	0	BENIGN
53	6,603,711	2	2	114	230	61	53	57	5.656854	141	89	115	36.769553	52.091922	0.60572	2,201,237	3,585,342.373	6,340,155	49,935	6,553,776	6,553,776	0	6,553,776	6,553,776	6,390,090	6,390,090	0	6,390,090	6,390,090	0	52	40	0.30286	0.30286	53	141	79.4	37.480662	1,404.8	0	0	0	0	0	1	99.25	57	115	52	2	114	2	230	-1	-1	1	20	213,621	0	213,621	213,621	6,340,155	0	6,340,155	6,340,155	BENIGN
625	4	2	0	4	0	2	2	2	0	0	0	0	0	1,000,000	500,000	4	0	4	4	4	4	0	4	4	0	0	0	0	0	0	48	0	500,000	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
80	167,746	3	7	358	11,595	358	0	119.333333	206.691396	4,344	0	1,656.428571	1,757.579003	71,256.54263	59.61394	18,638.44444	51,313.55242	155,145	13	11,998	5,999	7,088.038375	11,011	987	167,695	27,949.16667	62,497.42712	155,145	13	0	104	232	17.884182	41.729758	0	4,344	1,086.636364	1,577.351975	2,488,039.255	0	0	1	0	0	2	1,195.3	119.333333	1,656.428571	104	3	358	7	11,595	29,200	235	1	32	0	0	0	0	0	0	0	0	DoS Hulk
59,285	58	1	1	6	6	6	6	6	0	6	6	6	0	206,896.5517	34,482.75862	58	0	58	58	0	0	0	0	0	0	0	0	0	0	0	20	20	17,241.37931	17,241.37931	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	30	255	0	20	0	0	0	0	0	0	0	0	BENIGN
80	152,514	3	6	303	11,595	303	0	101	174.937132	5,792	0	1,932.5	2,181.008184	78,012.51033	59.010976	19,064.25	48,730.89388	139,175	5	13,012	6,506	9,193.802369	13,007	5	152,181	30,436.2	61,031.97501	139,175	46	0	104	200	19.670325	39.340651	0	5,792	1,189.8	1,889.352905	3,569,654.4	0	0	1	0	0	2	1,322	101	1,932.5	104	3	303	6	11,595	29,200	235	1	32	0	0	0	0	0	0	0	0	DoS Hulk
22	173	1	1	0	0	0	0	0	0	0	0	0	0	0	11,560.69364	173	0	173	173	0	0	0	0	0	0	0	0	0	0	0	32	32	5,780.346821	5,780.346821	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	290	243	0	32	0	0	0	0	0	0	0	0	BENIGN
53	34,014,859	4	4	172	366	46	40	43	3.464102	127	56	91.5	40.991869	15.816617	0.235191	4,859,265.571	12,900,000	34,000,000	3	34,000,000	11,300,000	19,600,000	34,000,000	3	34,000,000	11,300,000	19,600,000	34,000,000	3	0	80	80	0.117596	0.117596	40	127	64.222222	36.127475	1,305.194444	0	0	0	0	0	1	72.25	43	91.5	80	4	172	4	366	-1	-1	3	20	157	0	157	157	34,000,000	0	34,000,000	34,000,000	BENIGN
53	472	2	2	66	538	33	33	33	0	269	269	269	0	1,279,661.017	8,474.576271	157.333333	266.447618	465	3	3	3	0	3	3	4	4	0	4	4	0	64	64	4,237.288136	4,237.288136	33	269	127.4	129.262524	16,708.8	0	0	0	0	0	1	159.25	33	269	64	2	66	2	538	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	248	2	2	148	404	74	74	74	0	202	202	202	0	2,225,806.452	16,129.03226	82.666667	138.860842	243	1	4	4	0	4	4	1	1	0	1	1	0	64	40	8,064.516129	8,064.516129	74	202	125.2	70.108487	4,915.2	0	0	0	0	0	1	156.5	74	202	64	2	148	2	404	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
58,239	5,946,097	1	7	6	42	6	6	6	0	6	6	6	0	8.072522	1.34542	849,442.4286	2,232,448.143	5,912,102	1	0	0	0	0	0	5,916,844	986,140.6667	2,413,218.561	5,912,102	1	0	20	140	0.168178	1.177243	6	6	6	0	0	0	0	0	1	1	7	6.75	6	6	20	1	6	7	42	229	0	0	20	33,995	0	33,995	33,995	5,912,102	0	5,912,102	5,912,102	BENIGN
53	156,783	1	1	41	176	41	41	41	0	176	176	176	0	1,384.078631	12.756485	156,783	0	156,783	156,783	0	0	0	0	0	0	0	0	0	0	0	32	32	6.378243	6.378243	41	176	86	77.942286	6,075	0	0	0	0	0	1	129	41	176	32	1	41	1	176	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
146	59	1	1	2	6	2	2	2	0	6	6	6	0	135,593.2203	33,898.30508	59	0	59	59	0	0	0	0	0	0	0	0	0	0	0	24	20	16,949.15254	16,949.15254	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
21	383,973	11	11	62	162	10	0	5.636364	3.202272	38	0	14.727273	13.424537	583.374352	57.295695	18,284.42857	52,322.94674	197,647	1	383,960	38,396	73,816.47601	200,225	1	383,874	38,387.4	81,782.16162	230,844	1	0	244	244	28.647848	28.647848	0	38	9.73913	10.571047	111.747036	0	0	1	0	0	1	10.181818	5.636364	14.727273	244	11	62	11	162	8,192	229	9	20	0	0	0	0	0	0	0	0	BENIGN
123	16,392	1	1	48	48	48	48	48	0	48	48	48	0	5,856.515373	122.010737	16,392	0	16,392	16,392	0	0	0	0	0	0	0	0	0	0	0	20	20	61.005368	61.005368	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
53	147	2	2	102	134	51	51	51	0	67	67	67	0	1,605,442.177	27,210.88435	49	79.674337	141	3	3	3	0	3	3	3	3	0	3	3	0	64	64	13,605.44218	13,605.44218	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	188,695	12	7	1,673	1,732	1,368	0	139.416667	389.407349	1,029	0	247.428571	401.780146	18,044.993243	100.691592	10,483.055556	18,587.826448	63,351	1	188,695	17,154.090909	31,124.567719	100,155	1	142,888	23,814.666667	25,869.615279	63,351	4	0	396	232	63.59469	37.096902	0	1,368	170.25	378.269728	143,087.986842	0	0	1	0	0	0	179.210526	139.416667	247.428571	396	12	1,673	7	1,732	65,535	362	6	32	0	0	0	0	0	0	0	0	BENIGN
53	72,003	4	2	172	284	43	43	43	0	142	142	142	0	6,333.069455	83.329861	14,400.6	26,954.80329	61,993	3	61,999	20,666.33333	35,789.94319	61,993	3	4	4	0	4	4	0	80	40	55.553241	27.77662	43	142	71.285714	48.307054	2,333.571429	0	0	0	0	0	0	83.166667	43	142	80	4	172	2	284	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
53,873	265,357	2	3	31	0	31	0	15.5	21.92031	0	0	0	0	116.823751	18.84254	66,339.25	132,647.1681	265,310	1	265,357	265,357	0	265,357	265,357	4	2	1.414214	3	1	0	64	60	7.537016	11.305524	0	31	5.166667	12.655697	160.166667	0	0	0	1	0	1	6.2	15.5	0	64	2	31	3	0	16	0	1	32	0	0	0	0	0	0	0	0	BENIGN
80	85,255,132	5	7	330	11,595	318	0	66	140.904223	4,344	0	1,656.428571	1,760.597234	139.874278	0.140754	7,750,466.545	25,700,000	85,100,000	3	85,100,000	21,300,000	42,600,000	85,100,000	3	85,300,000	14,200,000	34,700,000	85,100,000	48	0	144	232	0.058647	0.082106	0	4,344	917.769231	1,498.772618	2,246,319.359	1	0	0	0	0	1	994.25	66	1,656.428571	144	5	330	7	11,595	0	235	2	20	3,008	0	3,008	3,008	85,100,000	0	85,100,000	85,100,000	DoS Hulk
5,061	43	1	1	0	6	0	0	0	0	6	6	6	0	139,534.8837	46,511.62791	43	0	43	43	0	0	0	0	0	0	0	0	0	0	0	40	20	23,255.81395	23,255.81395	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
8,007	77	1	1	0	6	0	0	0	0	6	6	6	0	77,922.07792	25,974.02597	77	0	77	77	0	0	0	0	0	0	0	0	0	0	0	40	20	12,987.01299	12,987.01299	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	214	2	2	88	120	44	44	44	0	60	60	60	0	971,962.6168	18,691.58879	71.333333	41.283572	119	47	47	47	0	47	47	48	48	0	48	48	0	64	64	9,345.794393	9,345.794393	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
52,356	23	1	1	6	6	6	6	6	0	6	6	6	0	521,739.130435	86,956.521739	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	245	16,425	0	20	0	0	0	0	0	0	0	0	BENIGN
1,040	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
53	1,077	1	1	53	113	53	53	53	0	113	113	113	0	154,131.8477	1,857.010214	1,077	0	1,077	1,077	0	0	0	0	0	0	0	0	0	0	0	32	32	928.505107	928.505107	53	113	73	34.641016	1,200	0	0	0	0	0	1	109.5	53	113	32	1	53	1	113	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
1,041	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
53	152	2	2	86	118	43	43	43	0	59	59	59	0	1,342,105.263	26,315.78947	50.666667	48.055523	100	4	4	4	0	4	4	48	48	0	48	48	0	40	40	13,157.89474	13,157.89474	43	59	49.4	8.763561	76.8	0	0	0	0	0	1	61.75	43	59	40	2	86	2	118	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	65,199,781	14	16	860	5,395	416	0	61.428571	122.824274	2,112	0	337.1875	681.177042	95.935905	0.460124	2,248,268.310345	4,127,273.549736	10,028,579	3	60,597,446	4,661,342	5,208,532.986101	10,080,012	172	65,149,112	4,343,274.133333	4,977,054.043549	10,080,170	3	0	300	328	0.214725	0.2454	0	2,112	201.774194	508.78959	258,866.847312	0	0	1	0	0	1	208.5	61.428571	337.1875	300	14	860	16	5,395	29,200	32,755	13	20	76,161.5	60,171.555588	198,986	51,420	10,023,412.833333	12,235.530416	10,028,579	9,998,438	BENIGN
443	225,922	1	1	0	0	0	0	0	0	0	0	0	0	0	8.852613	225,922	0	225,922	225,922	0	0	0	0	0	0	0	0	0	0	0	40	20	4.426306	4.426306	0	0	0	0	0	0	0	1	0	0	1	0	0	0	40	1	0	1	0	29,200	0	0	40	0	0	0	0	0	0	0	0	BENIGN
80	115,704,527	16	14	432	1,950	432	0	27	108	1,950	0	139.285714	521.159422	20.586921	0.259281	3,989,811.276	4,877,033.152	10,000,000	41	116,000,000	7,713,635.133	4,170,194.879	10,000,000	58	111,000,000	8,503,741.462	3,765,066.442	10,000,000	790	0	520	456	0.138283	0.120998	0	1,950	76.83871	356.187881	126,869.8065	0	0	1	0	0	0	79.4	27	139.285714	520	16	432	14	1,950	29,200	939	1	32	43,335.36364	12,339.87074	80,540	39,465	10,000,000	3,972.672986	10,000,000	9,996,889	BENIGN
443	2,443,173	9	7	2,650	2,049	1,062	0	294.444444	455.227446	961	0	292.714286	455.872685	1,923.31857	6.548861	162,878.2	517,198.4758	1,994,050	36	449,123	56,140.375	142,208.344	406,575	128	2,442,920	407,153.3333	797,479.4011	1,994,086	469	0	296	232	3.683734	2.865127	0	1,062	276.411765	431.998706	186,622.8824	0	0	1	0	0	0	293.6875	294.444444	292.714286	296	9	2,650	7	2,049	29,200	8	4	32	0	0	0	0	0	0	0	0	BENIGN
443	37,419,161	14	6	388	3,271	231	0	27.714286	67.621604	1,772	0	545.166667	831.390261	97.784127	0.534486	1,969,429.526	4,041,762.877	16,100,000	28	37,400,000	2,878,397	4,656,807.971	16,100,000	28	2,015,019	403,003.8	841,090.0493	1,906,824	229	0	496	200	0.37414	0.160346	0	1,772	174.238095	483.319243	233,597.4905	0	0	1	0	0	0	182.95	27.714286	545.166667	496	14	388	6	3,271	29,200	149	3	32	7,080,806	0	7,080,806	7,080,806	12,200,000	5,611,587.395	16,100,000	8,192,013	BENIGN
53	103,229,848	2	2	104	187	54	50	52	2.828427	105	82	93.5	16.263456	2.818952	0.038748	34,400,000	59,500,000	103,000,000	23,559	103,000,000	103,000,000	0	103,000,000	103,000,000	103,000,000	103,000,000	0	103,000,000	103,000,000	0	52	64	0.019374	0.019374	50	105	69	23.853721	569	0	0	0	0	0	1	86.25	52	93.5	52	2	104	2	187	-1	-1	1	20	49,619	0	49,619	49,619	103,000,000	0	103,000,000	103,000,000	BENIGN
80	6,022,502	3	1	0	0	0	0	0	0	0	0	0	0	0	0.664176	2,007,500.667	3,400,242.329	5,933,426	34	6,022,502	3,011,251	4,132,579.517	5,933,426	89,076	0	0	0	0	0	0	104	40	0.498132	0.166044	0	0	0	0	0	0	0	1	0	0	0	0	0	0	104	3	0	1	0	29,200	14,480	0	32	0	0	0	0	0	0	0	0	BENIGN
53	174	2	2	76	108	38	38	38	0	54	54	54	0	1,057,471.264	22,988.50575	58	94.398093	167	3	4	4	0	4	4	3	3	0	3	3	0	80	40	11,494.25287	11,494.25287	38	54	44.4	8.763561	76.8	0	0	0	0	0	1	55.5	38	54	80	2	76	2	108	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
443	115,882,216	21	20	1,111	6,808	629	0	52.904762	146.151943	2,092	0	340.4	650.054524	68.336629	0.353808	2,897,055.4	4,499,513.111	10,000,000	4	116,000,000	5,794,110.8	4,913,142.65	10,000,000	4	110,000,000	5,815,707	5,069,815.42	10,000,000	183	0	432	408	0.181218	0.172589	0	2,092	188.547619	477.267793	227,784.5465	0	0	1	0	0	0	193.146342	52.904762	340.4	432	21	1,111	20	6,808	8,192	255	15	20	58,173.41667	123,654.8408	450,826	22,067	9,598,677.583	1,335,765.913	10,000,000	5,361,186	BENIGN
80	438,697	3	6	26	11,607	20	0	8.666667	10.263203	5,840	0	1,934.5	2,538.919278	26,517.16333	20.515299	54,837.125	154,675.8771	437,640	3	927	463.5	381.130555	733	194	438,637	87,727.4	195,607.4915	437,640	3	0	72	132	6.838433	13.676866	0	5,840	1,163.3	2,138.329153	4,572,451.567	0	0	1	0	0	2	1,292.555556	8.666667	1,934.5	72	3	26	6	11,607	8,192	229	2	20	0	0	0	0	0	0	0	0	DDoS
4,109	248	2	0	12	0	6	6	6	0	0	0	0	0	48,387.09677	8,064.516129	248	0	248	248	248	248	0	248	248	0	0	0	0	0	0	40	0	8,064.516129	0	6	6	6	0	0	0	0	0	1	0	0	9	6	0	40	2	12	0	0	180	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	23,451	1	1	50	66	50	50	50	0	66	66	66	0	4,946.484158	85.28421	23,451	0	23,451	23,451	0	0	0	0	0	0	0	0	0	0	0	32	20	42.642105	42.642105	50	66	55.333333	9.237604	85.333333	0	0	0	0	0	1	83	50	66	32	1	50	1	66	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	25,150	2	2	64	152	32	32	32	0	76	76	76	0	8,588.469185	159.045726	8,383.333333	14,477.9431	25,101	1	1	1	0	1	1	48	48	0	48	48	0	64	64	79.522863	79.522863	32	76	49.6	24.099793	580.8	0	0	0	0	0	1	62	32	76	64	2	64	2	152	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	776	2	2	112	276	56	56	56	0	138	138	138	0	500,000	5,154.639175	258.666667	442.827656	770	3	3	3	0	3	3	3	3	0	3	3	0	64	64	2,577.319588	2,577.319588	56	138	88.8	44.91325	2,017.2	0	0	0	0	0	1	111	56	138	64	2	112	2	276	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
443	5,073,336	8	4	373	3,486	192	0	46.625	72.164371	3,238	0	871.5	1,581.686336	760.64349	2.365308	461,212.3636	1,472,710.74	4,901,092	3	5,073,336	724,762.2857	1,841,900.598	4,901,092	3	71,640	23,880	20,827.82636	43,506	2,029	0	172	92	1.576872	0.788436	0	3,238	296.846154	887.485197	787,629.9744	0	0	1	0	0	0	321.583333	46.625	871.5	172	8	373	4	3,486	8,192	946	7	20	0	0	0	0	0	0	0	0	BENIGN
443	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	40	0	500,000	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	187	2	2	90	122	45	45	45	0	61	61	61	0	1,133,689.84	21,390.37433	62.333333	101.036297	179	4	4	4	0	4	4	4	4	0	4	4	0	40	40	10,695.18717	10,695.18717	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	80,313,339	14	7	2,845	2,121	1,013	0	203.214286	374.43253	661	0	303	338.413948	61.832817	0.261476	4,015,666.95	17,900,000	79,900,000	19	80,300,000	6,177,949.154	22,100,000	79,900,000	19	406,983	67,830.5	80,928.38462	219,772	314	0	460	232	0.174317	0.087159	0	1,013	225.727273	352.513854	124,266.0173	0	0	1	0	0	0	236.476191	203.214286	303	460	14	2,845	7	2,121	65,535	392	7	32	444,159	0	444,159	444,159	79,900,000	0	79,900,000	79,900,000	BENIGN
53	23,541	1	1	55	132	55	55	55	0	132	132	132	0	7,943.587783	84.958158	23,541	0	23,541	23,541	0	0	0	0	0	0	0	0	0	0	0	32	40	42.479079	42.479079	55	132	80.666667	44.455971	1,976.333333	0	0	0	0	0	1	121	55	132	32	1	55	1	132	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
80	99,740,664	8	6	373	11,595	373	0	46.625	131.875415	5,792	0	1,932.5	2,181.008184	119.99118	0.140364	7,672,358.769	27,300,000	98,600,000	3	99,600,000	14,200,000	37,200,000	98,600,000	3	152,460	30,492	60,487.95742	138,158	49	0	272	200	0.080208	0.060156	0	5,792	797.866667	1,620.881192	2,627,255.838	0	0	0	1	0	0	854.857143	46.625	1,932.5	272	8	373	6	11,595	274	235	1	32	1,005	0	1,005	1,005	98,600,000	0	98,600,000	98,600,000	DoS Hulk
53	23,153	1	1	55	89	55	55	55	0	89	89	89	0	6,219.496394	86.381894	23,153	0	23,153	23,153	0	0	0	0	0	0	0	0	0	0	0	20	20	43.190947	43.190947	55	89	66.333333	19.629909	385.333333	0	0	0	0	0	1	99.5	55	89	20	1	55	1	89	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	327	2	2	64	536	32	32	32	0	268	268	268	0	1,834,862.385321	12,232.415902	109	182.732044	320	3	4	4	0	4	4	3	3	0	3	3	0	40	40	6,116.207951	6,116.207951	32	268	126.4	129.262524	16,708.8	0	0	0	0	0	1	158	32	268	40	2	64	2	536	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
123	16,296	1	1	48	48	48	48	48	0	48	48	48	0	5,891.0162	122.729504	16,296	0	16,296	16,296	0	0	0	0	0	0	0	0	0	0	0	20	20	61.364752	61.364752	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
28,201	21	1	1	0	6	0	0	0	0	6	6	6	0	285,714.2857	95,238.09524	21	0	21	21	0	0	0	0	0	0	0	0	0	0	0	40	20	47,619.04762	47,619.04762	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
80	85,341,174	8	6	56	11,601	20	0	7	5.656854	4,380	0	1,933.5	1,757.789948	136.592918	0.164047	6,564,705.692	21,200,000	76,800,000	1	83,500,000	11,900,000	28,700,000	76,800,000	1	1,823,469	364,693.8	801,854.3036	1,798,974	16	0	172	132	0.093741	0.070306	0	4,380	777.533333	1,434.571657	2,057,995.838	0	0	0	1	0	0	833.071429	7	1,933.5	172	8	56	6	11,601	256	229	6	20	1,896	0	1,896	1,896	41,800,000	49,600,000	76,800,000	6,712,928	DDoS
53	158	2	2	74	106	37	37	37	0	53	53	53	0	1,139,240.506	25,316.4557	52.666667	84.293139	150	4	4	4	0	4	4	4	4	0	4	4	0	40	40	12,658.22785	12,658.22785	37	53	43.4	8.763561	76.8	0	0	0	0	0	1	54.25	37	53	40	2	74	2	106	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	24,217	2	2	62	246	31	31	31	0	123	123	123	0	12,718.33836	165.173225	8,072.333333	13,937.54233	24,166	3	3	3	0	3	3	48	48	0	48	48	0	40	40	82.586613	82.586613	31	123	67.8	50.390475	2,539.2	0	0	0	0	0	1	84.75	31	123	40	2	62	2	246	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
42,300	13	1	1	0	0	0	0	0	0	0	0	0	0	0	153,846.1538	13	0	13	13	0	0	0	0	0	0	0	0	0	0	0	32	32	76,923.07692	76,923.07692	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	357	264	0	32	0	0	0	0	0	0	0	0	BENIGN
40,504	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	0	1	0	0	0	32	1	0	1	0	360	445	0	32	0	0	0	0	0	0	0	0	BENIGN
53	267	2	2	92	124	46	46	46	0	62	62	62	0	808,988.764	14,981.27341	89	91	185	4	4	4	0	4	4	78	78	0	78	78	0	64	64	7,490.636704	7,490.636704	46	62	52.4	8.763561	76.8	0	0	0	0	0	1	65.5	46	62	64	2	92	2	124	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
443	28,177	2	0	12	0	6	6	6	0	0	0	0	0	425.879263	70.979877	28,177	0	28,177	28,177	28,177	28,177	0	28,177	28,177	0	0	0	0	0	0	40	0	70.979877	0	6	6	6	0	0	0	0	0	1	0	0	9	6	0	40	2	12	0	0	256	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	119,201,040	45	48	2,074	54,793	852	0	46.088889	155.684241	4,344	0	1,141.520833	1,022.794149	477.067985	0.780195	1,295,663.478261	3,285,105.568993	10,025,180	0	119,201,040	2,709,114.545455	4,362,733.669958	10,047,924	3	114,146,414	2,428,647.106383	4,271,598.737062	10,049,968	53	0	1,460	1,544	0.377513	0.402681	0	4,344	604.968085	918.587877	843,803.687143	0	0	1	0	0	1	611.473118	46.088889	1,141.520833	1,460	45	2,074	48	54,793	29,200	331	6	32	326,921.333333	1,052,593.456822	3,669,354	22,729	9,606,498.416667	1,440,956.011104	10,025,180	5,030,882	BENIGN
443	115,348,380	21	19	3,153	4,894	2,780	0	150.142857	604.756338	1,418	0	257.578947	517.195677	69.762575	0.346776	2,957,650.769231	4,535,943.473034	10,022,042	7	115,348,380	5,767,419	4,954,923.764983	10,063,917	48	110,659,182	6,147,732.333333	5,031,814.324398	10,063,813	48	0	680	616	0.182057	0.164718	0	2,780	196.268293	554.16762	307,101.75122	0	0	1	0	0	0	201.175	150.142857	257.578947	680	21	3,153	19	4,894	29,200	391	4	32	53,685.181818	39,750.662925	173,537	41,391	10,006,261.727273	6,993.629946	10,022,042	9,990,774	BENIGN
80	6,282,607	4	2	0	0	0	0	0	0	0	0	0	0	0	0.955018	1,256,521.4	1,966,432.306	4,624,856	65	6,282,607	2,094,202.333	2,258,855.681	4,624,856	281,817	1,375,920	1,375,920	0	1,375,920	1,375,920	0	136	80	0.636678	0.318339	0	0	0	0	0	0	0	1	0	0	0	0	0	0	136	4	0	2	0	29,200	11,584	0	32	0	0	0	0	0	0	0	0	BENIGN
53	30,605	1	1	51	67	51	51	51	0	67	67	67	0	3,855.579154	65.348799	30,605	0	30,605	30,605	0	0	0	0	0	0	0	0	0	0	0	20	20	32.6744	32.6744	51	67	56.333333	9.237604	85.333333	0	0	0	0	0	1	84.5	51	67	20	1	51	1	67	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
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

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