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dsatya6
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cstestdata

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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	63,862	4	2	184	160	46	46	46	0	80	80	80	0	5,386.614888	93.952585	12,772.4	17,528.4654	33,658	1	30,201	10,067	17,432.22542	30,196	1	3	3	0	3	3	0	128	64	62.635057	31.317528	46	80	55.714286	16.590301	275.238095	0	0	0	0	0	0	65	46	80	128	4	184	2	160	-1	-1	3	32	0	0	0	0	0	0	0	0	BENIGN
53	23,448	2	2	84	284	42	42	42	0	142	142	142	0	15,694.302286	170.590242	7,816	13,532.51296	23,442	3	3	3	0	3	3	3	3	0	3	3	0	64	64	85.295121	85.295121	42	142	82	54.772256	3,000	0	0	0	0	0	1	102.5	42	142	64	2	84	2	284	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	61,630	1	1	47	79	47	47	47	0	79	79	79	0	2,044.458867	32.451728	61,630	0	61,630	61,630	0	0	0	0	0	0	0	0	0	0	0	32	40	16.225864	16.225864	47	79	57.666667	18.475209	341.333333	0	0	0	0	0	1	86.5	47	79	32	1	47	1	79	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
55,956	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	20	20	18,181.81818	18,181.81818	0	0	0	0	0	0	0	0	1	1	1	0	0	0	20	1	0	1	0	344	256	0	20	0	0	0	0	0	0	0	0	BENIGN
443	5,738,181	10	7	347	4,791	190	0	34.7	67.409281	1,448	0	684.428571	660.565883	895.405704	2.962611	358,636.3125	1,399,872.118	5,607,912	4	5,738,181	637,575.6667	1,864,016.511	5,607,912	4	63,213	10,535.5	16,597.73992	38,724	47	0	328	232	1.742713	1.219899	0	1,448	285.444444	513.551902	263,735.5556	0	0	1	0	0	0	302.235294	34.7	684.428571	328	10	347	7	4,791	29,200	939	3	32	130,265	0	130,265	130,265	5,607,912	0	5,607,912	5,607,912	BENIGN
80	7,257,839	4	0	24	0	6	6	6	0	0	0	0	0	3.306769	0.551128	2,419,279.667	4,189,428.521	7,256,815	3	7,257,839	2,419,279.667	4,189,428.521	7,256,815	3	0	0	0	0	0	0	80	0	0.551128	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	1,024	0	1,024	1,024	7,256,815	0	7,256,815	7,256,815	DDoS
443	100,954	10	5	713	1,199	469	0	71.3	147.287361	1,061	0	239.8	462.937577	18,939.318898	148.582523	7,211	10,895.648341	24,425	44	100,954	11,217.111111	12,666.619078	25,161	49	52,610	13,152.5	13,499.296488	24,911	426	0	332	168	99.055015	49.527508	0	1,061	119.5	278.371454	77,490.666667	0	0	1	0	0	0	127.466667	71.3	239.8	332	10	713	5	1,199	65,535	243	5	32	0	0	0	0	0	0	0	0	BENIGN
53	47,145	1	1	58	119	58	58	58	0	119	119	119	0	3,754.374801	42.422314	47,145	0	47,145	47,145	0	0	0	0	0	0	0	0	0	0	0	32	20	21.211157	21.211157	58	119	78.333333	35.218366	1,240.333333	0	0	0	0	0	1	117.5	58	119	32	1	58	1	119	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
443	235,106	17	15	877	16,844	216	0	51.588235	74.963373	2,920	0	1,122.933333	1,083.963657	75,374.51192	136.108819	7,584.064516	16,863.6461	83,338	3	235,106	14,694.125	21,905.32321	83,345	3	195,433	13,959.5	32,768.8905	114,281	152	0	352	312	72.30781	63.801009	0	2,920	537	901.099121	811,979.625	0	0	1	0	0	0	553.78125	51.588235	1,122.933333	352	17	877	15	16,844	8,192	127	16	20	0	0	0	0	0	0	0	0	BENIGN
52,507	30	1	1	0	0	0	0	0	0	0	0	0	0	0	66,666.66667	30	0	30	30	0	0	0	0	0	0	0	0	0	0	0	32	32	33,333.33333	33,333.33333	0	0	0	0	0	0	0	0	1	0	1	0	0	0	32	1	0	1	0	122	33,304	0	32	0	0	0	0	0	0	0	0	BENIGN
53	184	2	2	76	266	38	38	38	0	133	133	133	0	1,858,695.652	21,739.13043	61.333333	65.378386	132	3	3	3	0	3	3	49	49	0	49	49	0	40	40	10,869.56522	10,869.56522	38	133	76	52.033643	2,707.5	0	0	0	0	0	1	95	38	133	40	2	76	2	266	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	15,010,654	6	7	926	5,500	454	0	154.333333	232.132434	1,460	0	785.714286	734.75114	428.095938	0.866052	1,250,887.833	3,032,982.894	9,998,626	77	5,012,028	1,002,405.6	1,934,514.296	4,460,058	565	14,800,000	2,471,249.667	4,121,436.636	9,998,716	206	0	132	152	0.399716	0.466335	0	1,460	459	621.622567	386,414.6154	0	0	1	0	0	1	494.307692	154.333333	785.714286	132	6	926	7	5,500	8,192	131	5	20	0	0	0	0	0	0	0	0	BENIGN
53	62,949,733	2	2	97	241	52	45	48.5	4.949747	180	61	120.5	84.145707	5.369364	0.063543	21,000,000	36,300,000	62,900,000	662	62,900,000	62,900,000	0	62,900,000	62,900,000	62,900,000	62,900,000	0	62,900,000	62,900,000	0	40	40	0.031771	0.031771	45	180	76.6	58.174737	3,384.3	0	0	0	0	0	1	95.75	48.5	120.5	40	2	97	2	241	-1	-1	1	20	662	0	662	662	62,900,000	0	62,900,000	62,900,000	BENIGN
53	234	2	2	80	452	40	40	40	0	226	226	226	0	2,273,504.274	17,094.01709	78	94.398093	184	3	3	3	0	3	3	47	47	0	47	47	0	40	40	8,547.008547	8,547.008547	40	226	114.4	101.876396	10,378.8	0	0	0	0	0	1	143	40	226	40	2	80	2	452	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
56,650	198	2	1	31	0	31	0	15.5	21.92031	0	0	0	0	156,565.6566	15,151.51515	99	76.367532	153	45	198	198	0	198	198	0	0	0	0	0	1	64	20	10,101.0101	5,050.505051	0	31	15.5	17.897858	320.333333	0	1	0	1	0	0	20.666667	15.5	0	64	2	31	1	0	114	0	0	32	0	0	0	0	0	0	0	0	BENIGN
1,010	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
53	24,101	2	2	60	158	30	30	30	0	79	79	79	0	9,045.267831	165.968217	8,033.666667	13,872.303498	24,052	1	1	1	0	1	1	48	48	0	48	48	0	64	80	82.984109	82.984109	30	79	49.6	26.838405	720.3	0	0	0	0	0	1	62	30	79	64	2	60	2	158	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	1,062,506	2	2	160	294	80	80	80	0	147	147	147	0	427.291705	3.764685	354,168.6667	613,432.929	1,062,500	3	3	3	0	3	3	3	3	0	3	3	0	64	64	1.882342	1.882342	80	147	106.8	36.697411	1,346.7	0	0	0	0	0	1	133.5	80	147	64	2	160	2	294	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
80	31,002,832	2	0	0	0	0	0	0	0	0	0	0	0	0	0.06451	31,000,000	0	31,000,000	31,000,000	31,000,000	31,000,000	0	31,000,000	31,000,000	0	0	0	0	0	0	64	0	0.06451	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	64	2	0	0	0	284	-1	0	32	0	0	0	0	31,000,000	0	31,000,000	31,000,000	DoS GoldenEye
53	61,232	1	1	38	54	38	38	38	0	54	54	54	0	1,502.482362	32.66266	61,232	0	61,232	61,232	0	0	0	0	0	0	0	0	0	0	0	20	20	16.33133	16.33133	38	54	43.333333	9.237604	85.333333	0	0	0	0	0	1	65	38	54	20	1	38	1	54	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
80	0	1	1	6	6	6	6	6	0	6	6	6	0	null	null	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	20	20	0	0	6	6	6	0	0	0	0	0	1	0	1	9	6	6	20	1	6	1	6	16,373	343	0	20	0	0	0	0	0	0	0	0	BENIGN
80	186,411	3	3	529	362	523	0	176.333333	300.237129	356	0	120.666667	203.826724	4,779.760851	32.186942	37,282.2	50,835.966551	93,050	4	93,357	46,678.5	65,508.493529	93,000	357	93,521	46,760.5	66,123.676429	93,517	4	0	84	72	16.093471	16.093471	0	523	127.285714	218.679914	47,820.904762	0	0	1	0	0	1	148.5	176.333333	120.666667	84	3	529	3	362	65,535	511	2	20	0	0	0	0	0	0	0	0	BENIGN
54,551	1,567	2	0	12	0	6	6	6	0	0	0	0	0	7,657.945118	1,276.324186	1,567	0	1,567	1,567	1,567	1,567	0	1,567	1,567	0	0	0	0	0	0	40	0	1,276.324186	0	6	6	6	0	0	0	0	0	1	0	0	9	6	0	40	2	12	0	0	29	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
45,796	567	1	1	0	0	0	0	0	0	0	0	0	0	0	3,527.336861	567	0	567	567	0	0	0	0	0	0	0	0	0	0	0	32	32	1,763.66843	1,763.66843	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	227	229	0	32	0	0	0	0	0	0	0	0	BENIGN
53	329	2	2	84	116	42	42	42	0	58	58	58	0	607,902.7356	12,158.05471	109.666667	148.597891	279	1	1	1	0	1	1	49	49	0	49	49	0	40	40	6,079.027356	6,079.027356	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
443	372,423	2	0	0	0	0	0	0	0	0	0	0	0	0	5.370238	372,423	0	372,423	372,423	372,423	372,423	0	372,423	372,423	0	0	0	0	0	0	64	0	5.370238	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	64	2	0	0	0	317	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
80	71,298	3	4	433	2,281	427	0	144.333333	244.814896	2,267	2	570.25	1,131.168238	38,065.58389	98.179472	11,883	16,096.09625	32,580	5	37,444	18,722	19,722.62234	32,668	4,776	38,718	12,906	21,196.15548	37,369	5	0	72	84	42.076917	56.102555	0	2,267	339.25	792.915551	628,715.0714	0	0	1	0	0	1	387.714286	144.333333	570.25	72	3	433	4	2,281	8,192	30,016	2	20	0	0	0	0	0	0	0	0	BENIGN
80	116,494,466	8	5	311	11,595	305	0	38.875	107.551234	8,688	0	2,319	3,774.237539	102.20228	0.111593	9,707,872.167	28,900,000	100,000,000	3	116,000,000	16,600,000	37,400,000	100,000,000	3	72,674	18,168.5	29,194.76186	61,288	189	0	260	168	0.068673	0.04292	0	8,688	850.428571	2,383.212754	5,679,703.033	0	0	0	1	0	0	915.846154	38.875	2,319	260	8	311	5	11,595	251	235	2	20	1,002	0	1,002	1,002	58,200,000	59,700,000	100,000,000	16,000,000	DoS Hulk
443	5,357,842	9	10	1,023	913	725	0	113.666667	241.012967	693	0	91.3	214.207091	361.33951	3.546204	297,657.8889	1,163,938.396	4,958,988	1	398,850	49,856.25	53,688.8246	153,798	1	5,311,165	590,129.4444	1,655,185.525	5,000,335	3	0	296	328	1.679781	1.866423	0	725	96.8	216.417384	46,836.48421	0	0	1	0	0	1	101.894737	113.666667	91.3	296	9	1,023	10	913	29,200	160	3	32	0	0	0	0	0	0	0	0	BENIGN
56,210	5,699	3	0	18	0	6	6	6	0	0	0	0	0	3,158.448851	526.408142	2,849.5	3,724.331417	5,483	216	5,699	2,849.5	3,724.331417	5,483	216	0	0	0	0	0	0	60	0	526.408142	0	6	6	6	0	0	0	0	0	1	0	0	8	6	0	60	3	18	0	0	127	-1	2	20	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
443	568	3	1	18	6	6	6	6	0	6	6	6	0	42,253.521127	7,042.253521	189.333333	285.643717	518	1	50	25	33.941125	49	1	0	0	0	0	0	0	60	20	5,281.690141	1,760.56338	6	6	6	0	0	1	0	0	0	0	0	7.5	6	6	60	3	18	1	6	0	0	2	20	0	0	0	0	0	0	0	0	BENIGN
22	151	1	1	6	6	6	6	6	0	6	6	6	0	79,470.19868	13,245.03311	151	0	151	151	0	0	0	0	0	0	0	0	0	0	0	20	20	6,622.516556	6,622.516556	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	256	245	0	20	0	0	0	0	0	0	0	0	BENIGN
80	115,913,079	16	14	348	554	348	0	21.75	87	554	0	39.571429	148.062728	7.781693	0.258815	3,997,002.724138	4,887,451.191459	10,018,480	49	115,913,079	7,727,538.6	4,163,476.745374	10,047,921	846	110,535,925	8,502,763.461538	3,766,365.902479	10,048,294	2,249	0	520	456	0.138034	0.12078	0	554	29.096774	115.725928	13,392.490323	0	0	1	0	0	0	30.066667	21.75	39.571429	520	16	348	14	554	29,200	118	1	32	32,652.272727	9,915.886073	62,547	29,423	10,016,073	6,014.743569	10,018,480	9,998,311	BENIGN
443	4,290,725	274	358	1,371	677,691	522	0	5.00365	46.067835	4,344	0	1,892.99162	754.69668	158,262.7645	147.294455	6,799.881141	77,319.72631	1,852,085	1	4,290,558	15,716.32967	117,101.8517	1,852,159	1	4,162,048	11,658.39776	104,479.3677	1,852,130	1	0	9,736	11,464	63.858672	83.435783	0	4,344	1,072.767773	1,095.379562	1,199,856.384	0	0	1	0	0	1	1,074.46519	5.00365	1,892.99162	9,736	274	1,371	358	677,691	29,200	1,316	4	32	0	0	0	0	0	0	0	0	BENIGN
54,128	4	1	1	0	0	0	0	0	0	0	0	0	0	0	500,000	4	0	4	4	0	0	0	0	0	0	0	0	0	0	0	20	20	250,000	250,000	0	0	0	0	0	0	0	0	1	1	1	0	0	0	20	1	0	1	0	32,010	64,209	0	20	0	0	0	0	0	0	0	0	BENIGN
42,516	1,899,844	1	5	6	30	6	6	6	0	6	6	6	0	18.948924	3.158154	379,968.8	832,876.2527	1,869,782	1	0	0	0	0	0	1,890,995	472,748.75	931,409.1523	1,869,782	1	0	20	100	0.526359	2.631795	6	6	6	0	0	0	0	0	1	1	5	7	6	6	20	1	6	5	30	229	0	0	20	0	0	0	0	0	0	0	0	BENIGN
80	11,217,740	7	5	50	11,607	20	0	7.142857	6.094494	5,840	0	2,321.4	3,173.373883	1,039.15762	1.069734	1,019,794.545	2,440,515.067	8,124,370	3	9,332,345	1,555,390.833	3,253,682.813	8,124,370	3	1,886,295	471,573.75	942,284.2968	1,885,000	11	0	152	112	0.624012	0.445723	0	5,840	897.153846	2,174.910107	4,730,233.974	0	0	0	1	0	0	971.916667	7.142857	2,321.4	152	7	50	5	11,607	256	229	5	20	1,206,944	0	1,206,944	1,206,944	8,124,370	0	8,124,370	8,124,370	DDoS
443	118,363,949	29	40	2,789	37,392	1,390	0	96.172414	272.890228	2,860	0	934.8	759.073734	339.469918	0.582948	1,740,646.309	9,966,405.925	58,800,000	2	118,000,000	4,227,283.893	15,400,000	58,800,000	106	118,000,000	3,028,983.974	13,100,000	59,000,000	2	0	592	812	0.245007	0.337941	0	2,860	574.014286	729.447448	532,093.5795	0	0	1	0	0	1	582.333333	96.172414	934.8	592	29	2,789	40	37,392	8,192	395	28	20	495,159.5	368,191.2081	755,510	234,809	58,600,000	282,593.8109	58,800,000	58,400,000	BENIGN
53	175	2	2	64	158	32	32	32	0	79	79	79	0	1,268,571.429	22,857.14286	58.333333	100.17152	174	0	1	1	0	1	1	0	0	0	0	0	0	64	64	11,428.57143	11,428.57143	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	188	2	2	84	192	42	42	42	0	96	96	96	0	1,468,085.106	21,276.59574	62.666667	101.613647	180	4	4	4	0	4	4	4	4	0	4	4	0	40	40	10,638.29787	10,638.29787	42	96	63.6	29.577018	874.8	0	0	0	0	0	1	79.5	42	96	40	2	84	2	192	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	23,568	2	2	82	342	41	41	41	0	171	171	171	0	17,990.495587	169.721656	7,856	13,561.975667	23,516	4	48	48	0	48	48	4	4	0	4	4	0	40	88	84.860828	84.860828	41	171	93	71.203932	5,070	0	0	0	0	0	1	116.25	41	171	40	2	82	2	342	-1	-1	1	20	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	274	-1	0	32	0	0	0	0	0	0	0	0	DoS Hulk
443	49	3	0	18	0	6	6	6	0	0	0	0	0	367,346.9388	61,224.4898	24.5	33.234019	48	1	49	24.5	33.234019	48	1	0	0	0	0	0	0	60	0	61,224.4898	0	6	6	6	0	0	1	0	0	0	0	0	8	6	0	60	3	18	0	0	0	-1	2	20	0	0	0	0	0	0	0	0	BENIGN
443	3,852,018	5	1	123	46	46	0	24.6	23.276598	46	46	46	0	43.873108	1.557625	770,403.6	1,687,155.131	3,788,338	25	3,852,018	963,004.5	1,883,619.693	3,788,338	28	0	0	0	0	0	1	160	32	1.298021	0.259604	0	46	30.714286	21.684974	470.238095	0	1	0	1	0	0	35.833333	24.6	46	160	5	123	1	46	1,505	370	2	32	0	0	0	0	0	0	0	0	BENIGN
53	50,538	2	2	74	154	37	37	37	0	77	77	77	0	4,511.456726	79.148364	16,846	29,172.065731	50,531	3	3	3	0	3	3	4	4	0	4	4	0	64	64	39.574182	39.574182	37	77	53	21.908902	480	0	0	0	0	0	1	66.25	37	77	64	2	74	2	154	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	316	2	2	60	344	30	30	30	0	172	172	172	0	1,278,481.013	12,658.22785	105.333333	178.118874	311	1	1	1	0	1	1	4	4	0	4	4	0	64	64	6,329.113924	6,329.113924	30	172	86.8	77.776603	6,049.2	0	0	0	0	0	1	108.5	30	172	64	2	60	2	344	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	24,813	2	2	68	166	34	34	34	0	83	83	83	0	9,430.540443	161.20582	8,271	14,321.46218	24,808	1	1	1	0	1	1	4	4	0	4	4	0	64	64	80.60291	80.60291	34	83	53.6	26.838405	720.3	0	0	0	0	0	1	67	34	83	64	2	68	2	166	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
555	19	1	1	2	6	2	2	2	0	6	6	6	0	421,052.6316	105,263.1579	19	0	19	19	0	0	0	0	0	0	0	0	0	0	0	24	20	52,631.57895	52,631.57895	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	222	2	2	56	568	28	28	28	0	284	284	284	0	2,810,810.810811	18,018.018018	74	122.110606	215	3	3	3	0	3	3	4	4	0	4	4	0	40	40	9,009.009009	9,009.009009	28	284	130.4	140.216975	19,660.8	0	0	0	0	0	1	163	28	284	40	2	56	2	568	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	5,542,551	10	8	354	6,580	197	0	35.4	69.213358	1,460	0	822.5	688.171075	1,251.048479	3.247602	326,032.4118	1,170,259.1	4,860,566	3	5,542,551	615,839	1,593,965.685	4,860,566	3	435,623	62,231.85714	118,816.8362	311,795	47	0	212	172	1.804223	1.443379	0	1,460	364.947368	589.359678	347,344.8304	0	0	1	0	0	0	385.222222	35.4	822.5	212	10	354	8	6,580	8,192	110	3	20	0	0	0	0	0	0	0	0	BENIGN
80	99,862,637	7	7	367	11,595	343	0	52.428571	128.161171	4,344	0	1,656.428571	1,760.597234	119.78454	0.140193	7,681,741.308	27,700,000	99,700,000	1	99,800,000	16,600,000	40,700,000	99,700,000	1	99,900,000	16,600,000	40,700,000	99,800,000	15	0	184	232	0.070096	0.070096	0	4,344	797.866667	1,423.613755	2,026,676.124	1	0	0	0	0	1	854.857143	52.428571	1,656.428571	184	7	367	7	11,595	0	235	4	20	9,994	0	9,994	9,994	99,700,000	0	99,700,000	99,700,000	DoS Hulk
53	166	2	2	76	108	38	38	38	0	54	54	54	0	1,108,433.735	24,096.38554	55.333333	55.365453	114	4	4	4	0	4	4	48	48	0	48	48	0	64	64	12,048.19277	12,048.19277	38	54	44.4	8.763561	76.8	0	0	0	0	0	1	55.5	38	54	64	2	76	2	108	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
80	99,857,933	10	5	351	11,595	351	0	35.1	110.995946	7,240	0	2,319	3,331.638186	119.629955	0.150213	7,132,709.5	26,600,000	99,700,000	1	99,700,000	11,100,000	33,200,000	99,700,000	1	147,646	36,911.5	65,951.04515	135,486	84	0	328	168	0.100142	0.050071	0	7,240	746.625	2,041.112046	4,166,138.383	0	0	0	1	0	0	796.4	35.1	2,319	328	10	351	5	11,595	251	235	1	32	3,012	0	3,012	3,012	99,700,000	0	99,700,000	99,700,000	DoS Hulk
443	5,069,351	6	4	611	164	517	0	101.833333	204.305082	152	0	41	74.054034	152.87953	1.972639	563,261.2222	1,648,254.484	4,958,311	3	5,069,351	1,013,870.2	2,238,369.421	5,017,916	3	91,087	30,362.33333	36,202.2367	70,589	402	0	132	92	1.183583	0.789056	0	517	70.454545	154.756818	23,949.67273	0	0	1	0	0	0	77.5	101.833333	41	132	6	611	4	164	8,192	30	5	20	0	0	0	0	0	0	0	0	BENIGN
53	181	2	2	60	264	30	30	30	0	132	132	132	0	1,790,055.249	22,099.44751	60.333333	65.378386	131	2	48	48	0	48	48	2	2	0	2	2	0	40	40	11,049.72376	11,049.72376	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	12,000	3	1	18	6	6	6	6	0	6	6	6	0	2,000	333.333333	4,000	6,924.739417	11,996	0	4	2	2.828427	4	0	0	0	0	0	0	0	60	20	250	83.333333	6	6	6	0	0	1	0	0	0	0	0	7.5	6	6	60	3	18	1	6	0	0	2	20	0	0	0	0	0	0	0	0	BENIGN
443	18,440,947	8	8	1,422	598	517	0	177.75	228.874732	206	0	74.75	92.589339	109.538843	0.867634	1,229,396.467	3,077,882.242	9,364,759	0	10,200,000	1,461,015.571	3,487,635.805	9,364,759	145	18,300,000	2,617,813.571	4,406,298.014	9,677,875	0	0	172	172	0.433817	0.433817	0	517	118.823529	173.949071	30,258.27941	0	0	1	0	0	1	126.25	177.75	74.75	172	8	1,422	8	598	8,192	254	7	20	431,175	163,140.8481	546,533	315,817	8,789,298.5	813,824.0437	9,364,759	8,213,838	BENIGN
50,882	38	1	1	6	6	6	6	6	0	6	6	6	0	315,789.473684	52,631.578947	38	0	38	38	0	0	0	0	0	0	0	0	0	0	0	20	20	26,315.789474	26,315.789474	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	60	255	0	20	0	0	0	0	0	0	0	0	BENIGN
53	31,383	2	2	80	472	40	40	40	0	236	236	236	0	17,589.14062	127.457541	10,461	18,113.78735	31,377	3	3	3	0	3	3	3	3	0	3	3	0	40	40	63.72877	63.72877	40	236	118.4	107.353621	11,524.8	0	0	0	0	0	1	148	40	236	40	2	80	2	472	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	24,724	4	4	168	620	42	42	42	0	155	155	155	0	31,871.86539	323.572238	3,532	9,214.356914	24,428	4	24,436	8,145.333333	14,101.20297	24,428	4	216	72	41.569219	120	48	0	80	80	161.786119	161.786119	42	155	92.222222	59.556229	3,546.944444	0	0	0	0	0	1	103.75	42	155	80	4	168	4	620	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
53	117,787	1	1	48	64	48	48	48	0	64	64	64	0	950.868941	16.979803	117,787	0	117,787	117,787	0	0	0	0	0	0	0	0	0	0	0	20	32	8.489901	8.489901	48	64	53.333333	9.237604	85.333333	0	0	0	0	0	1	80	48	64	20	1	48	1	64	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
6,667	39	1	1	2	6	2	2	2	0	6	6	6	0	205,128.2051	51,282.05128	39	0	39	39	0	0	0	0	0	0	0	0	0	0	0	24	20	25,641.02564	25,641.02564	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	6,359,601	3	1	0	0	0	0	0	0	0	0	0	0	0	0.62897	2,119,867	3,282,510.18042	5,900,926	61	6,359,601	3,179,800.5	3,848,252.587019	5,900,926	458,675	0	0	0	0	0	0	104	40	0.471728	0.157243	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
80	22,312	1	1	0	0	0	0	0	0	0	0	0	0	0	89.637863	22,312	0	22,312	22,312	0	0	0	0	0	0	0	0	0	0	0	32	32	44.818932	44.818932	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	319	122	0	32	0	0	0	0	0	0	0	0	BENIGN
53	74,874	1	1	52	68	52	52	52	0	68	68	68	0	1,602.692523	26.711542	74,874	0	74,874	74,874	0	0	0	0	0	0	0	0	0	0	0	20	32	13.355771	13.355771	52	68	57.333333	9.237604	85.333333	0	0	0	0	0	1	86	52	68	20	1	52	1	68	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
416	63	1	1	0	6	0	0	0	0	6	6	6	0	95,238.09524	31,746.03175	63	0	63	63	0	0	0	0	0	0	0	0	0	0	0	40	20	15,873.01587	15,873.01587	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	63,049,344	7	2	169	92	46	0	24.142857	23.197906	46	46	46	0	4.139615	0.142745	7,881,168	20,300,000	58,000,000	3	63,000,000	10,500,000	23,300,000	58,000,000	3	58,100,000	58,100,000	0	58,100,000	58,100,000	1	140	40	0.111024	0.031721	0	46	30.7	21.684864	470.233333	0	1	0	1	0	0	34.111111	24.142857	46	140	7	169	2	92	258	390	3	20	93,325	0	93,325	93,325	58,000,000	0	58,000,000	58,000,000	BENIGN
53	179	2	2	74	138	37	37	37	0	69	69	69	0	1,184,357.542	22,346.36872	59.666667	96.417495	171	4	4	4	0	4	4	4	4	0	4	4	0	40	40	11,173.18436	11,173.18436	37	69	49.8	17.527122	307.2	0	0	0	0	0	1	62.25	37	69	40	2	74	2	138	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	90,901,918	2	2	102	248	57	45	51	8.485281	138	110	124	19.79899	3.850304	0.044003	30,300,000	52,500,000	90,900,000	454	90,900,000	90,900,000	0	90,900,000	90,900,000	90,900,000	90,900,000	0	90,900,000	90,900,000	0	40	40	0.022002	0.022002	45	138	79	42.538218	1,809.5	0	0	0	0	0	1	98.75	51	124	40	2	102	2	248	-1	-1	1	20	33,179	0	33,179	33,179	90,900,000	0	90,900,000	90,900,000	BENIGN
443	439,945	31	33	800	57,506	446	0	25.806452	89.699283	4,344	0	1,742.606061	912.656115	132,530.202639	145.47273	6,983.253968	28,401.586482	215,763	1	439,640	14,654.666667	40,170.743471	215,763	2	416,160	13,005	44,979.20719	243,579	1	0	1,000	1,064	70.463353	75.009376	0	4,344	897.015385	1,081.268547	1,169,141.671635	0	0	1	0	0	1	911.03125	25.806452	1,742.606061	1,000	31	800	33	57,506	29,200	63	3	32	0	0	0	0	0	0	0	0	BENIGN
53	75,333	2	2	66	150	33	33	33	0	75	75	75	0	2,867.269324	53.09758	25,111	43,488.33168	75,327	3	3	3	0	3	3	3	3	0	3	3	0	64	64	26.54879	26.54879	33	75	49.8	23.004347	529.2	0	0	0	0	0	1	62.25	33	75	64	2	66	2	150	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53,727	4	3	0	77	0	46	0	25.666667	23.459184	0	0	0	0	19,300,000	750,000	2	1.414214	3	1	4	2	1.414214	3	1	0	0	0	0	0	1	60	0	750,000	0	0	46	30.75	21.685248	470.25	0	1	0	1	0	0	41	25.666667	0	60	3	77	0	0	146	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	59,025	1	1	58	124	58	58	58	0	124	124	124	0	3,083.439221	33.883947	59,025	0	59,025	59,025	0	0	0	0	0	0	0	0	0	0	0	20	20	16.941974	16.941974	58	124	80	38.105118	1,452	0	0	0	0	0	1	120	58	124	20	1	58	1	124	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	351,770	2	2	74	134	37	37	37	0	67	67	67	0	591.295449	11.371066	117,256.666667	203,088.442016	351,763	3	4	4	0	4	4	3	3	0	3	3	0	64	64	5.685533	5.685533	37	67	49	16.431677	270	0	0	0	0	0	1	61.25	37	67	64	2	74	2	134	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
52,275	36	1	1	0	0	0	0	0	0	0	0	0	0	0	55,555.555556	36	0	36	36	0	0	0	0	0	0	0	0	0	0	0	32	32	27,777.777778	27,777.777778	0	0	0	0	0	0	0	0	1	0	1	0	0	0	32	1	0	1	0	362	32,832	0	32	0	0	0	0	0	0	0	0	BENIGN
57,795	37	1	1	6	6	6	6	6	0	6	6	6	0	324,324.3243	54,054.05405	37	0	37	37	0	0	0	0	0	0	0	0	0	0	0	20	20	27,027.02703	27,027.02703	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	11,256	64,165	0	20	0	0	0	0	0	0	0	0	BENIGN
53	140	2	2	94	126	47	47	47	0	63	63	63	0	1,571,428.571429	28,571.428571	46.666667	74.768532	133	3	4	4	0	4	4	3	3	0	3	3	0	40	40	14,285.714286	14,285.714286	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
53	118,194	2	2	76	108	38	38	38	0	54	54	54	0	1,556.762611	33.842665	39,398	68,233.275541	118,187	3	3	3	0	3	3	4	4	0	4	4	0	64	64	16.921333	16.921333	38	54	44.4	8.763561	76.8	0	0	0	0	0	1	55.5	38	54	64	2	76	2	108	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53,218	17	3	0	31	0	31	0	10.333333	17.897858	0	0	0	0	1,823,529.412	176,470.5882	8.5	6.363961	13	4	17	8.5	6.363961	13	4	0	0	0	0	0	0	96	0	176,470.5882	0	0	31	7.75	15.5	240.25	0	0	0	1	0	0	10.333333	10.333333	0	96	3	31	0	0	993	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
80	1,048	2	0	0	0	0	0	0	0	0	0	0	0	0	1,908.396947	1,048	0	1,048	1,048	1,048	1,048	0	1,048	1,048	0	0	0	0	0	0	72	0	1,908.396947	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	72	2	0	0	0	28,960	-1	0	32	0	0	0	0	0	0	0	0	DoS Hulk
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
443	19,844,119	9	10	1,086	4,407	517	0	120.666667	191.114494	1,460	0	440.7	625.141237	276.807451	0.957463	1,102,451.055556	3,166,290.657029	9,949,539	44	10,161,672	1,270,209	3,507,122.391718	9,949,539	337	19,820,884	2,202,320.444444	4,331,907.291715	10,022,969	49	0	192	208	0.453535	0.503928	0	1,460	274.65	479.800866	230,208.871053	0	0	1	0	0	1	289.105263	120.666667	440.7	192	9	1,086	10	4,407	8,192	5,436	8	20	117,495	133,838.343116	212,133	22,857	9,804,564.5	205,024.904098	9,949,539	9,659,590	BENIGN
80	117,713,147	21	21	6,290	5,284	2,747	0	299.52381	771.70199	1,495	0	251.619048	510.507245	98.323767	0.3568	2,871,052.366	4,441,674.344	10,100,000	2	118,000,000	5,885,657.35	4,807,940.38	10,100,000	222	113,000,000	5,655,949.6	5,001,698.486	10,100,000	2	0	432	564	0.1784	0.1784	0	2,747	269.162791	640.332909	410,026.2348	0	0	1	0	0	1	275.571429	299.52381	251.619048	432	21	6,290	21	5,284	8,192	83	14	20	267,480.9091	809,547.0587	2,708,357	23,193	10,000,000	67,652.23607	10,100,000	9,842,465	BENIGN
53	658	1	1	44	305	44	44	44	0	305	305	305	0	530,395.1368	3,039.513678	658	0	658	658	0	0	0	0	0	0	0	0	0	0	0	20	20	1,519.756839	1,519.756839	44	305	131	150.68842	22,707	0	0	0	0	0	1	196.5	44	305	20	1	44	1	305	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
80	2	2	0	0	0	0	0	0	0	0	0	0	0	0	1,000,000	2	0	2	2	2	2	0	2	2	0	0	0	0	0	0	64	0	1,000,000	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
80	5,320,876	5	0	30	0	6	6	6	0	0	0	0	0	5.638169	0.939695	1,330,219	2,655,774.712	5,313,878	1	5,320,876	1,330,219	2,655,774.712	5,313,878	1	0	0	0	0	0	0	100	0	0.939695	0	6	6	6	0	0	0	0	0	1	0	0	7.2	6	0	100	5	30	0	0	256	-1	4	20	6,998	0	6,998	6,998	5,313,878	0	5,313,878	5,313,878	DDoS
53	23,408	1	1	57	142	57	57	57	0	142	142	142	0	8,501.367054	85.440875	23,408	0	23,408	23,408	0	0	0	0	0	0	0	0	0	0	0	32	20	42.720437	42.720437	57	142	85.333333	49.074773	2,408.333333	0	0	0	0	0	1	128	57	142	32	1	57	1	142	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
34,704	54	1	1	6	6	6	6	6	0	6	6	6	0	222,222.222222	37,037.037037	54	0	54	54	0	0	0	0	0	0	0	0	0	0	0	20	20	18,518.518519	18,518.518519	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	512	239	0	20	0	0	0	0	0	0	0	0	BENIGN
3,798	285	3	1	83	6	46	6	27.666667	20.207259	6	6	6	0	312,280.7018	14,035.08772	95	72.917762	179	48	285	142.5	133.643182	237	48	0	0	0	0	0	1	60	20	10,526.31579	3,508.77193	6	46	27	20.124612	405	0	1	0	1	0	0	33.75	27.666667	6	60	3	83	1	6	123	0	2	20	0	0	0	0	0	0	0	0	BENIGN
53	48,057	1	1	47	100	47	47	47	0	100	100	100	0	3,058.867595	41.617246	48,057	0	48,057	48,057	0	0	0	0	0	0	0	0	0	0	0	20	20	20.808623	20.808623	47	100	64.666667	30.599564	936.333333	0	0	0	0	0	1	97	47	100	20	1	47	1	100	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	48,225	1	1	55	115	55	55	55	0	115	115	115	0	3,525.142561	41.472265	48,225	0	48,225	48,225	0	0	0	0	0	0	0	0	0	0	0	20	20	20.736133	20.736133	55	115	75	34.641016	1,200	0	0	0	0	0	1	112.5	55	115	20	1	55	1	115	-1	-1	0	20	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	2,877,200	2	2	101	243	59	42	50.5	12.020815	124	119	121.5	3.535534	119.560684	1.390241	959,066.6667	1,620,526.077	2,830,289	23,412	2,853,788	2,853,788	0	2,853,788	2,853,788	2,853,701	2,853,701	0	2,853,701	2,853,701	0	52	52	0.69512	0.69512	42	124	80.6	38.017101	1,445.3	0	0	0	0	0	1	100.75	50.5	121.5	52	2	101	2	243	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
56,612	855,613	5	2	11,607	26	11,595	0	2,321.4	5,184.100867	20	6	13	9.899495	13,596.10011	8.181269	142,602.1667	348,966.5406	854,927	5	855,613	213,903.25	427,349.2781	854,927	5	28	28	0	28	28	0	124	40	5.843763	2.337505	0	11,595	1,454.125	4,097.537534	16,800,000	0	0	1	0	0	0	1,661.857143	2,321.4	13	124	5	11,607	2	26	8,192	256	3	20	0	0	0	0	0	0	0	0	BENIGN
53	148	2	2	68	158	34	34	34	0	79	79	79	0	1,527,027.027027	27,027.027027	49.333333	80.251687	142	3	3	3	0	3	3	3	3	0	3	3	0	40	40	13,513.513514	13,513.513514	34	79	52	24.647515	607.5	0	0	0	0	0	1	65	34	79	40	2	68	2	158	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
8,701	48	2	0	4	0	2	2	2	0	0	0	0	0	83,333.33333	41,666.66667	48	0	48	48	48	48	0	48	48	0	0	0	0	0	0	48	0	41,666.66667	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
179	44	1	1	2	6	2	2	2	0	6	6	6	0	181,818.1818	45,454.54545	44	0	44	44	0	0	0	0	0	0	0	0	0	0	0	24	20	22,727.27273	22,727.27273	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	24	2	0	12	0	6	6	6	0	0	0	0	0	500,000	83,333.33333	24	0	24	24	24	24	0	24	24	0	0	0	0	0	0	40	0	83,333.33333	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	180	2	2	70	102	35	35	35	0	51	51	51	0	955,555.5556	22,222.22222	60	63.85139	129	3	3	3	0	3	3	48	48	0	48	48	0	40	40	11,111.11111	11,111.11111	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