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
443	148,024	12	9	3,182	2,399	1,448	0	265.166667	554.210304	1,448	0	266.555556	516.871626	37,703.345403	141.868886	7,401.2	12,052.150407	41,163	3	148,024	13,456.727273	19,718.436262	63,292	3	115,933	14,491.625	15,663.511994	41,163	3	0	396	296	81.067935	60.800951	0	1,448	253.681818	515.628085	265,872.322511	0	0	1	0	0	0	265.761905	265.166667	266.555556	396	12	3,182	9	2,399	65,535	1,120	7	32	0	0	0	0	0	0	0	0	BENIGN
1,021	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
443	117,703,162	20	18	1,051	4,675	418	0	52.55	103.340253	1,418	0	259.722222	471.505574	48.647801	0.322846	3,181,166.541	13,400,000	58,900,000	2	118,000,000	6,194,903.263	18,500,000	58,900,000	2	118,000,000	6,921,532.235	19,500,000	59,000,000	2	0	660	584	0.169919	0.152927	0	1,418	146.820513	340.705141	116,079.9933	0	0	1	0	0	0	150.684211	52.55	259.722222	660	20	1,051	18	4,675	29,200	357	8	32	269,315.5	270,415.3108	460,528	78,103	58,600,000	508,326.3371	58,900,000	58,200,000	BENIGN
52,731	69	1	1	6	6	6	6	6	0	6	6	6	0	173,913.0435	28,985.50725	69	0	69	69	0	0	0	0	0	0	0	0	0	0	0	20	20	14,492.75362	14,492.75362	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	114	253	0	20	0	0	0	0	0	0	0	0	BENIGN
443	1,525,529	3	3	0	18	0	0	0	0	6	6	6	0	11.799186	3.933062	305,105.8	178,055.4623	500,570	174,965	1,350,327	675,163.5	647.002705	675,621	674,706	1,350,478	675,239	418.607215	675,535	674,943	0	92	60	1.966531	1.966531	0	6	2.571429	3.207135	10.285714	0	0	1	0	0	1	3	0	6	92	3	0	3	18	8,192	0	0	28	0	0	0	0	0	0	0	0	BENIGN
80	5,418,512	4	2	0	0	0	0	0	0	0	0	0	0	0	1.107315	1,083,702.4	1,899,964.736919	4,396,509	52	5,418,512	1,806,170.666667	2,294,001.647953	4,396,509	31,362	990,631	990,631	0	990,631	990,631	0	136	80	0.73821	0.369105	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
443	115,182,822	24	23	3,389	6,836	2,896	0	141.208333	589.235022	1,493	0	297.217391	570.44456	88.771918	0.408047	2,503,974.391	4,311,419.336	10,000,000	3	115,000,000	5,007,948.783	5,014,063.509	10,000,000	3	111,000,000	5,029,276.364	5,133,170.384	10,100,000	49	0	776	744	0.208364	0.199683	0	2,896	213.020833	573.839272	329,291.5102	0	0	1	0	0	0	217.553192	141.208333	297.217391	776	24	3,389	23	6,836	29,200	7,716	5	32	38,127.36364	46,721.80715	178,898	22,956	10,000,000	8,683.881368	10,000,000	9,996,682	BENIGN
443	117,366,149	10	12	1,673	4,348	753	6	167.3	298.639154	1,304	6	362.333333	517.796789	51.300993	0.187448	5,588,864.238	17,600,000	58,700,000	2	117,000,000	13,000,000	25,700,000	58,800,000	331	117,000,000	10,700,000	23,600,000	58,700,000	2	1	200	240	0.085203	0.102244	6	1,304	292.73913	433.965145	188,325.747	0	1	0	1	0	1	306.045455	167.3	362.333333	200	10	1,673	12	4,348	258	633	9	20	244,214	257,270.9028	426,132	62,296	58,400,000	420,775.2039	58,700,000	58,100,000	BENIGN
53	46,361	2	2	80	206	40	40	40	0	103	103	103	0	6,168.978236	86.279416	15,453.66667	26,760.47366	46,354	3	4	4	0	4	4	3	3	0	3	3	0	40	40	43.139708	43.139708	40	103	65.2	34.506521	1,190.7	0	0	0	0	0	1	81.5	40	103	40	2	80	2	206	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	23,306	1	1	57	122	57	57	57	0	122	122	122	0	7,680.425641	85.814812	23,306	0	23,306	23,306	0	0	0	0	0	0	0	0	0	0	0	32	20	42.907406	42.907406	57	122	78.666667	37.527767	1,408.333333	0	0	0	0	0	1	118	57	122	32	1	57	1	122	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
48,378	97	2	1	31	6	31	0	15.5	21.92031	6	6	6	0	381,443.298969	30,927.835052	48.5	0.707107	49	48	48	48	0	48	48	0	0	0	0	0	1	64	20	20,618.556701	10,309.278351	0	31	17	16.350331	267.333333	0	1	0	1	0	0	22.666667	15.5	6	64	2	31	1	6	972	0	0	32	0	0	0	0	0	0	0	0	BENIGN
443	175,029	14	7	2,304	2,896	1,460	0	164.571429	386.956908	1,451	0	413.714286	632.421725	29,709.362449	119.980118	8,751.45	13,608.757496	41,013	1	175,029	13,463.769231	16,860.88984	41,013	1	142,598	23,766.333333	26,461.231594	70,479	3	0	304	148	79.986745	39.993373	0	1,460	236.363636	472.808483	223,547.861472	0	0	1	0	0	0	247.619048	164.571429	413.714286	304	14	2,304	7	2,896	65,535	13,140	13	20	0	0	0	0	0	0	0	0	BENIGN
65,000	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
443	202	2	0	12	0	6	6	6	0	0	0	0	0	59,405.940594	9,900.990099	202	0	202	202	202	202	0	202	202	0	0	0	0	0	0	40	0	9,900.990099	0	6	6	6	0	0	0	0	0	1	0	0	9	6	0	40	2	12	0	0	43,800	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	91,595	4	2	120	266	30	30	30	0	133	133	133	0	4,214.203832	65.505759	18,319	27,235.21596	60,810	3	30,782	10,260.66667	17,765.93382	30,775	3	3	3	0	3	3	0	80	40	43.670506	21.835253	30	133	59.428571	50.258854	2,525.952381	0	0	0	0	0	0	69.333333	30	133	80	4	120	2	266	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
80	85,666,130	6	7	628	11,595	308	0	104.666667	157.524178	5,792	0	1,656.428571	2,120.732252	142.681828	0.151752	7,138,844.167	24,700,000	85,400,000	2	85,700,000	17,100,000	38,200,000	85,400,000	2	85,700,000	14,300,000	34,900,000	85,400,000	46	0	176	232	0.070039	0.081713	0	5,792	873.5	1,657.132034	2,746,086.577	1	0	0	0	0	1	940.692308	104.666667	1,656.428571	176	6	628	7	11,595	0	235	3	20	11,991	0	11,991	11,991	85,400,000	0	85,400,000	85,400,000	DoS Hulk
443	2,944,878	3	1	12	0	6	0	4	3.464102	0	0	0	0	4.074872	1.358291	981,626	1,668,187.693851	2,907,766	152	2,944,878	1,472,439	2,029,858.90984	2,907,766	37,112	0	0	0	0	0	0	72	32	1.018718	0.339573	0	6	2.4	3.286335	10.8	0	0	1	0	0	0	3	4	0	72	3	12	1	0	8,192	42,780	2	20	0	0	0	0	0	0	0	0	BENIGN
34,959	14,457	15	6	19,897	0	2,896	0	1,326.466667	1,136.570208	0	0	0	0	1,376,288.303	1,452.583524	722.85	2,739.916005	12,247	0	14,457	1,032.642857	3,260.304507	12,247	0	12,459	2,491.8	5,566.80332	12,450	0	0	496	208	1,037.55966	415.023864	0	2,896	904.409091	1,122.979992	1,261,084.063	0	0	1	0	0	0	947.476191	1,326.466667	0	496	15	19,897	6	0	29,200	362	10	32	0	0	0	0	0	0	0	0	BENIGN
53	91,021	4	2	204	322	51	51	51	0	161	161	161	0	5,778.886191	65.918854	18,204.2	32,345.10326	74,675	1	16,342	5,447.333333	9,391.787494	16,292	1	4	4	0	4	4	0	128	64	43.945903	21.972951	51	161	82.428571	53.674504	2,880.952381	0	0	0	0	0	0	96.166667	51	161	128	4	204	2	322	-1	-1	3	32	0	0	0	0	0	0	0	0	BENIGN
53	180	2	2	80	272	40	40	40	0	136	136	136	0	1,955,555.556	22,222.22222	60	98.726896	174	3	3	3	0	3	3	3	3	0	3	3	0	40	40	11,111.11111	11,111.11111	40	136	78.4	52.581366	2,764.8	0	0	0	0	0	1	98	40	136	40	2	80	2	272	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	657,531	8	9	853	3,976	525	0	106.625	185.685554	1,474	0	441.777778	626.021321	7,344.140428	25.854294	41,095.6875	67,789.81891	181,797	1	598,941	85,563	98,367.69696	203,096	214	475,736	59,467	80,863.90855	188,027	1	0	264	296	12.166727	13.687568	0	1,474	268.277778	480.717699	231,089.5065	0	0	1	0	0	1	284.058824	106.625	441.777778	264	8	853	9	3,976	29,200	33	3	32	0	0	0	0	0	0	0	0	BENIGN
53	92,959	1	1	55	343	55	55	55	0	343	343	343	0	4,281.457417	21.514861	92,959	0	92,959	92,959	0	0	0	0	0	0	0	0	0	0	0	20	20	10.757431	10.757431	55	343	151	166.276878	27,648	0	0	0	0	0	1	226.5	55	343	20	1	55	1	343	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
52,475	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	4,171	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	99,703	1	1	44	94	44	44	44	0	94	94	94	0	1,384.110809	20.059577	99,703	0	99,703	99,703	0	0	0	0	0	0	0	0	0	0	0	32	32	10.029788	10.029788	44	94	60.666667	28.867513	833.333333	0	0	0	0	0	1	91	44	94	32	1	44	1	94	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
80	113,049	5	0	30	0	6	6	6	0	0	0	0	0	265.371653	44.228609	28,262.25	53,881.62064	109,063	2	113,049	28,262.25	53,881.62064	109,063	2	0	0	0	0	0	0	100	0	44.228609	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	0	0	0	0	0	0	0	0	DDoS
443	298,910	10	5	704	1,343	453	0	70.4	142.939925	1,205	0	268.6	526.86317	6,848.215182	50.182329	21,350.714286	36,981.504522	90,160	3	298,910	33,212.222222	48,552.475637	113,498	3	203,949	50,987.25	44,953.210834	89,211	49	0	332	168	33.454886	16.727443	0	1,205	127.9375	310.121367	96,175.2625	0	0	1	0	0	0	136.466667	70.4	268.6	332	10	704	5	1,343	65,535	114	5	32	0	0	0	0	0	0	0	0	BENIGN
53	78,883	1	1	52	114	52	52	52	0	114	114	114	0	2,104.38244	25.354005	78,883	0	78,883	78,883	0	0	0	0	0	0	0	0	0	0	0	20	40	12.677003	12.677003	52	114	72.666667	35.795717	1,281.333333	0	0	0	0	0	1	109	52	114	20	1	52	1	114	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
80	231,973	6	4	485	308	485	0	80.833333	198.000421	288	0	77	140.982268	3,418.501291	43.108465	25,774.777778	39,087.585999	87,747	3	231,973	46,394.6	44,772.870126	90,963	3	91,259	30,419.666667	49,975.805229	88,098	3	0	204	136	25.865079	17.243386	0	485	72.090909	161.678975	26,140.090909	0	0	1	0	0	0	79.3	80.833333	77	204	6	485	4	308	65,535	118	1	32	0	0	0	0	0	0	0	0	BENIGN
443	473,117	13	9	572	3,860	197	0	44	65.946948	1,460	0	428.888889	611.172121	9,367.661699	46.500126	22,529.38095	54,502.97467	211,028	3	473,117	39,426.41667	68,403.65026	211,028	48	318,172	39,771.5	81,463.86833	226,308	3	0	280	192	27.477347	19.022779	0	1,460	192.695652	419.257508	175,776.8577	0	0	1	0	0	0	201.454546	44	428.888889	280	13	572	9	3,860	29,200	31	12	20	0	0	0	0	0	0	0	0	BENIGN
443	1,420,318	23	24	3,277	28,984	517	0	142.478261	216.295015	3,825	2	1,207.666667	806.791373	22,713.92744	33.091181	30,876.47826	166,487.4587	1,133,206	6	1,420,318	64,559.90909	239,301.4899	1,133,206	48	224,791	9,773.521739	14,225.9069	43,392	47	0	480	484	16.193557	16.897624	0	3,825	672.104167	796.099273	633,774.0527	0	0	1	0	0	1	686.404255	142.478261	1,207.666667	480	23	3,277	24	28,984	29,200	36,448	22	20	0	0	0	0	0	0	0	0	BENIGN
443	5,729,786	10	7	350	5,046	193	0	35	68.179502	1,448	0	720.857143	683.954781	941.745468	2.966952	358,111.625	1,215,808.61	4,900,969	4	5,729,786	636,642.8889	1,604,634.31	4,900,969	4	528,207	88,034.5	134,985.9223	263,790	48	0	328	232	1.745266	1.221686	0	1,448	299.777778	535.816865	287,099.7124	0	0	1	0	0	0	317.411765	35	720.857143	328	10	350	7	5,046	29,200	110	3	32	0	0	0	0	0	0	0	0	BENIGN
443	162,036	9	11	504	3,994	198	0	56	86.06393	1,398	0	363.090909	549.650699	27,759.26337	123.429361	8,528.210526	11,253.41529	30,429	1	157,694	19,711.75	16,337.10747	49,892	45	140,058	14,005.8	21,451.3192	53,030	1	0	308	360	55.543213	67.886149	0	1,398	214.190476	423.992644	179,769.7619	0	0	1	0	0	1	224.9	56	363.090909	308	9	504	11	3,994	29,200	118	3	32	0	0	0	0	0	0	0	0	BENIGN
53	188	2	2	88	120	44	44	44	0	60	60	60	0	1,106,382.978723	21,276.595745	62.666667	103.350536	182	2	2	2	0	2	2	4	4	0	4	4	0	64	64	10,638.297872	10,638.297872	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
80	98,286,720	6	7	366	11,595	348	0	61	140.631433	5,792	0	1,656.428571	2,120.732252	121.694976	0.132266	8,190,560	28,300,000	98,100,000	3	98,100,000	19,600,000	43,900,000	98,100,000	3	98,300,000	16,400,000	40,100,000	98,100,000	45	0	164	232	0.061046	0.07122	0	5,792	854.785714	1,666.025865	2,775,642.181	1	0	0	0	0	1	920.538462	61	1,656.428571	164	6	366	7	11,595	0	235	3	20	30,035	0	30,035	30,035	98,100,000	0	98,100,000	98,100,000	DoS Hulk
53	23,096	1	1	49	65	49	49	49	0	65	65	65	0	4,935.91964	86.595081	23,096	0	23,096	23,096	0	0	0	0	0	0	0	0	0	0	0	32	20	43.297541	43.297541	49	65	54.333333	9.237604	85.333333	0	0	0	0	0	1	81.5	49	65	32	1	49	1	65	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
443	219,874	14	12	1,017	4,374	382	0	72.642857	109.98364	1,410	0	364.5	523.306185	24,518.587919	118.249543	8,794.96	13,513.659764	34,836	1	219,874	16,913.384615	15,055.048304	36,186	4	129,973	11,815.727273	22,519.143807	69,793	1	0	292	252	63.672831	54.576712	0	1,410	199.666667	380.353783	144,669	0	0	1	0	0	0	207.346154	72.642857	364.5	292	14	1,017	12	4,374	8,192	123	13	20	0	0	0	0	0	0	0	0	BENIGN
443	184	2	0	0	0	0	0	0	0	0	0	0	0	0	10,869.56522	184	0	184	184	184	184	0	184	184	0	0	0	0	0	0	64	0	10,869.56522	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	64	2	0	0	0	410	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
1,111	93	1	1	0	6	0	0	0	0	6	6	6	0	64,516.12903	21,505.37634	93	0	93	93	0	0	0	0	0	0	0	0	0	0	0	40	20	10,752.68817	10,752.68817	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	31,629	1	1	50	66	50	50	50	0	66	66	66	0	3,667.520314	63.233109	31,629	0	31,629	31,629	0	0	0	0	0	0	0	0	0	0	0	20	20	31.616554	31.616554	50	66	55.333333	9.237604	85.333333	0	0	0	0	0	1	83	50	66	20	1	50	1	66	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
777	71	1	1	0	6	0	0	0	0	6	6	6	0	84,507.04225	28,169.01408	71	0	71	71	0	0	0	0	0	0	0	0	0	0	0	40	20	14,084.50704	14,084.50704	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	174	2	2	74	154	37	37	37	0	77	77	77	0	1,310,344.828	22,988.50575	58	60.621778	123	3	3	3	0	3	3	48	48	0	48	48	0	40	40	11,494.25287	11,494.25287	37	77	53	21.908902	480	0	0	0	0	0	1	66.25	37	77	40	2	74	2	154	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	811	1	1	48	108	48	48	48	0	108	108	108	0	192,355.1171	2,466.091245	811	0	811	811	0	0	0	0	0	0	0	0	0	0	0	32	20	1,233.045623	1,233.045623	48	108	68	34.641016	1,200	0	0	0	0	0	1	102	48	108	32	1	48	1	108	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	161	2	2	70	102	35	35	35	0	51	51	51	0	1,068,322.981	24,844.7205	53.666667	53.724606	110	3	3	3	0	3	3	48	48	0	48	48	0	40	40	12,422.36025	12,422.36025	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
63,573	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	10,231	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	123,725	6	6	352	3,782	208	0	58.666667	87.860495	1,460	0	630.333333	677.217149	33,412.810669	96.989291	11,247.727273	17,802.638266	39,471	21	123,725	24,745	21,809.933413	43,461	120	84,842	16,968.4	21,254.111233	41,432	48	0	132	132	48.494645	48.494645	0	1,460	318	533.984394	285,139.333333	0	0	1	0	0	1	344.5	58.666667	630.333333	132	6	352	6	3,782	8,192	60	5	20	0	0	0	0	0	0	0	0	BENIGN
53	30,822	2	2	94	256	47	47	47	0	128	128	128	0	11,355.525274	129.777432	10,274	17,711.08554	30,725	48	49	49	0	49	49	48	48	0	48	48	0	40	40	64.888716	64.888716	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
54,565	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	349	316	0	32	0	0	0	0	0	0	0	0	BENIGN
139	357,927	24	24	4,478	3,876	1,426	0	186.583333	387.11833	440	0	161.5	187.951659	23,339.954795	134.105558	7,615.468085	34,440.511831	230,316	0	357,927	15,562.043478	57,473.011104	274,861	0	314,809	13,687.347826	48,522.972923	230,316	3	0	784	784	67.052779	67.052779	0	1,426	170.489796	299.183272	89,510.630102	0	0	1	0	0	1	174.041667	186.583333	161.5	784	24	4,478	24	3,876	29,200	325	16	32	0	0	0	0	0	0	0	0	BENIGN
53	47,913	1	1	55	110	55	55	55	0	110	110	110	0	3,443.741782	41.742325	47,913	0	47,913	47,913	0	0	0	0	0	0	0	0	0	0	0	20	20	20.871162	20.871162	55	110	73.333333	31.754265	1,008.333333	0	0	0	0	0	1	110	55	110	20	1	55	1	110	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
35,103	52	2	1	31	6	31	0	15.5	21.92031	6	6	6	0	711,538.4615	57,692.30769	26	32.526912	49	3	3	3	0	3	3	0	0	0	0	0	1	64	20	38,461.53846	19,230.76923	0	31	17	16.350331	267.333333	0	1	0	1	0	0	22.666667	15.5	6	64	2	31	1	6	972	0	0	32	0	0	0	0	0	0	0	0	BENIGN
53	244	2	2	100	156	50	50	50	0	78	78	78	0	1,049,180.328	16,393.44262	81.333333	52.624456	142	48	48	48	0	48	48	54	54	0	54	54	0	40	40	8,196.721311	8,196.721311	50	78	61.2	15.336232	235.2	0	0	0	0	0	1	76.5	50	78	40	2	100	2	156	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
55,343	49	1	1	6	6	6	6	6	0	6	6	6	0	244,897.9592	40,816.32653	49	0	49	49	0	0	0	0	0	0	0	0	0	0	0	20	20	20,408.16327	20,408.16327	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	513	256	0	20	0	0	0	0	0	0	0	0	BENIGN
80	11,214,319	8	9	2,472	6,677	1,235	0	309	562.952168	1,912	2	741.888889	794.604689	815.831973	1.515919	700,894.9375	2,479,806.755	9,991,312	4	11,200,000	1,600,735.429	3,701,053.682	9,991,312	32,365	11,200,000	1,397,744.75	3,480,747.254	10,000,000	48	0	172	184	0.713374	0.802545	0	1,912	508.277778	700.285052	490,399.1536	0	0	1	0	0	1	538.176471	309	741.888889	172	8	2,472	9	6,677	8,192	33,345	7	20	1,213,836	0	1,213,836	1,213,836	9,991,312	0	9,991,312	9,991,312	BENIGN
443	115,963,546	19	17	1,527	731	844	0	80.368421	218.704319	557	0	43	137.672619	19.471636	0.310442	3,313,244.171	4,674,595.354	10,000,000	3	116,000,000	6,442,419.222	4,757,490.485	10,000,000	3	111,000,000	6,908,502.875	4,772,293.319	10,000,000	779	0	392	484	0.163845	0.146598	0	844	61.027027	181.091212	32,794.02703	0	0	1	0	0	0	62.722222	80.368421	43	392	19	1,527	17	731	8,192	125	18	20	56,012.08333	117,319.3661	428,551	21,999	9,607,616.5	1,330,264.466	10,000,000	5,384,531	BENIGN
51,099	28	1	1	6	6	6	6	6	0	6	6	6	0	428,571.4286	71,428.57143	28	0	28	28	0	0	0	0	0	0	0	0	0	0	0	20	20	35,714.28571	35,714.28571	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	343	257	0	20	0	0	0	0	0	0	0	0	BENIGN
8,800	73	1	1	2	6	2	2	2	0	6	6	6	0	109,589.0411	27,397.26027	73	0	73	73	0	0	0	0	0	0	0	0	0	0	0	24	20	13,698.63014	13,698.63014	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
3,324	86	1	1	2	6	2	2	2	0	6	6	6	0	93,023.25581	23,255.81395	86	0	86	86	0	0	0	0	0	0	0	0	0	0	0	24	20	11,627.90698	11,627.90698	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	209	2	2	88	202	44	44	44	0	101	101	101	0	1,387,559.809	19,138.75598	69.666667	114.605119	202	3	3	3	0	3	3	4	4	0	4	4	0	40	40	9,569.37799	9,569.37799	44	101	66.8	31.220186	974.7	0	0	0	0	0	1	83.5	44	101	40	2	88	2	202	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	173	2	2	72	104	36	36	36	0	52	52	52	0	1,017,341.04	23,121.38728	57.666667	60.086049	122	3	48	48	0	48	48	3	3	0	3	3	0	40	40	11,560.69364	11,560.69364	36	52	42.4	8.763561	76.8	0	0	0	0	0	1	53	36	52	40	2	72	2	104	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	10,736,799	4	0	24	0	6	6	6	0	0	0	0	0	2.235303	0.372551	3,578,933	6,198,155.94	10,700,000	329	10,700,000	3,578,933	6,198,155.94	10,700,000	329	0	0	0	0	0	0	80	0	0.372551	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	852	0	852	852	10,700,000	0	10,700,000	10,700,000	DDoS
27,353	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
52,613	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	1	0	0	0	0	0	9	6	0	40	2	12	0	0	0	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
49,557	196	1	1	0	0	0	0	0	0	0	0	0	0	0	10,204.08163	196	0	196	196	0	0	0	0	0	0	0	0	0	0	0	20	20	5,102.040816	5,102.040816	0	0	0	0	0	0	0	0	1	1	1	0	0	0	20	1	0	1	0	256	253	0	20	0	0	0	0	0	0	0	0	BENIGN
443	4,368,346	5	2	129	92	46	0	25.8	21.799083	46	46	46	0	50.591231	1.602437	728,057.6667	1,664,314.651	4,123,392	1	4,368,346	1,092,086.5	2,023,056.819	4,123,392	1	151,467	151,467	0	151,467	151,467	1	112	40	1.144598	0.457839	0	46	33.375	19.515104	380.839286	0	1	0	1	0	0	38.142857	25.8	46	112	5	129	2	92	254	123	3	20	0	0	0	0	0	0	0	0	BENIGN
53	23,862	2	2	64	188	32	32	32	0	94	94	94	0	10,560.72416	167.630542	7,954	13,695.32588	23,768	45	45	45	0	45	45	49	49	0	49	49	0	40	40	83.815271	83.815271	32	94	56.8	33.958799	1,153.2	0	0	0	0	0	1	71	32	94	40	2	64	2	188	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	2,442,958	4	0	24	0	6	6	6	0	0	0	0	0	9.824156	1.637359	814,319.3333	1,408,770.493	2,441,027	2	2,442,958	814,319.3333	1,408,770.493	2,441,027	2	0	0	0	0	0	0	80	0	1.637359	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	50,172	2	2	74	154	37	37	37	0	77	77	77	0	4,544.367376	79.725743	16,724	28,963.35362	50,168	1	3	3	0	3	3	1	1	0	1	1	0	64	64	39.862872	39.862872	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
80	1,010,928	2	0	12	0	6	6	6	0	0	0	0	0	11.870282	1.97838	1,010,928	0	1,010,928	1,010,928	1,010,928	1,010,928	0	1,010,928	1,010,928	0	0	0	0	0	0	40	0	1.97838	0	6	6	6	0	0	0	0	0	1	0	0	9	6	0	40	2	12	0	0	16,236	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
40,182	81	1	1	0	0	0	0	0	0	0	0	0	0	0	24,691.35802	81	0	81	81	0	0	0	0	0	0	0	0	0	0	0	32	32	12,345.67901	12,345.67901	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	130	298	0	32	0	0	0	0	0	0	0	0	BENIGN
53	23,389	1	1	56	84	56	56	56	0	84	84	84	0	5,985.719783	85.510283	23,389	0	23,389	23,389	0	0	0	0	0	0	0	0	0	0	0	32	20	42.755141	42.755141	56	84	65.333333	16.165808	261.333333	0	0	0	0	0	1	98	56	84	32	1	56	1	84	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
80	1,860,636	3	6	26	11,607	20	0	8.666667	10.263203	5,840	0	1,934.5	2,538.919278	6,252.163239	4.837056	232,579.5	657,109.3512	1,858,842	47	1,435	717.5	338.704148	957	478	1,860,588	372,117.6	831,104.4134	1,858,842	47	0	72	132	1.612352	3.224704	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
80	21,805	3	5	26	11,607	20	0	8.666667	10.263203	10,220	0	2,321.4	4,455.182578	533,501.4905	366.888328	3,115	7,965.075266	21,175	1	523	261.5	301.934596	475	48	21,762	5,440.5	10,492.50814	21,175	1	0	72	112	137.583123	229.305205	0	10,220	1,292.555556	3,378.299021	11,400,000	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	186	2	2	64	158	32	32	32	0	79	79	79	0	1,193,548.387	21,505.37634	62	106.522298	185	0	0	0	0	0	0	1	1	0	1	1	0	64	64	10,752.68817	10,752.68817	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
48,989	43	1	1	6	6	6	6	6	0	6	6	6	0	279,069.7674	46,511.62791	43	0	43	43	0	0	0	0	0	0	0	0	0	0	0	20	20	23,255.81395	23,255.81395	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	39,420	52,281	0	20	0	0	0	0	0	0	0	0	BENIGN
53	35,269	2	2	86	204	43	43	43	0	102	102	102	0	8,222.518359	113.414046	11,756.33333	20,357.37049	35,263	3	3	3	0	3	3	3	3	0	3	3	0	40	40	56.707023	56.707023	43	102	66.6	32.315631	1,044.3	0	0	0	0	0	1	83.25	43	102	40	2	86	2	204	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	1,327,686	3	4	440	860	440	0	146.666667	254.034118	860	0	215	430	979.147178	5.272331	221,281	518,958.3372	1,280,343	3	1,303,943	651,971.5	888,651.4975	1,280,343	23,600	1,304,153	434,717.6667	752,670.7783	1,303,827	3	0	104	136	2.25957	3.012761	0	860	162.5	321.147496	103,135.7143	0	0	1	0	0	1	185.714286	146.666667	215	104	3	440	4	860	29,200	31	1	32	0	0	0	0	0	0	0	0	BENIGN
53	31,299	2	2	64	96	32	32	32	0	48	48	48	0	5,111.984408	127.79961	10,433	18,064.4239	31,292	3	3	3	0	3	3	4	4	0	4	4	0	64	64	63.899805	63.899805	32	48	38.4	8.763561	76.8	0	0	0	0	0	1	48	32	48	64	2	64	2	96	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
443	4,703	2	0	12	0	6	6	6	0	0	0	0	0	2,551.562832	425.260472	4,703	0	4,703	4,703	4,703	4,703	0	4,703	4,703	0	0	0	0	0	0	40	0	425.260472	0	6	6	6	0	0	0	0	0	1	0	0	9	6	0	40	2	12	0	0	63,523	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	180	2	2	64	96	32	32	32	0	48	48	48	0	888,888.8889	22,222.22222	60	98.726896	174	3	3	3	0	3	3	3	3	0	3	3	0	40	40	11,111.11111	11,111.11111	32	48	38.4	8.763561	76.8	0	0	0	0	0	1	48	32	48	40	2	64	2	96	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
36,228	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	11,204	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	60,964	2	2	60	250	30	30	30	0	125	125	125	0	5,084.968178	65.612493	20,321.33333	35,153.42172	60,913	3	3	3	0	3	3	48	48	0	48	48	0	64	40	32.806246	32.806246	30	125	68	52.033643	2,707.5	0	0	0	0	0	1	85	30	125	64	2	60	2	250	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
443	28,601	2	1	0	0	0	0	0	0	0	0	0	0	0	104.891437	14,300.5	20,151.83616	28,550	51	51	51	0	51	51	0	0	0	0	0	0	40	20	69.927625	34.963812	0	0	0	0	0	0	0	0	1	1	0	0	0	0	40	2	0	1	0	253	245	0	20	0	0	0	0	0	0	0	0	BENIGN
80	63,130,153	7	0	0	0	0	0	0	0	0	0	0	0	0	0.110882	10,500,000	11,900,000	32,100,000	998,620	63,100,000	10,500,000	11,900,000	32,100,000	998,620	0	0	0	0	0	0	280	0	0.110882	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	280	7	0	0	0	29,200	-1	0	40	7,010,330	0	7,010,330	7,010,330	18,700,000	12,200,000	32,100,000	8,024,149	DoS Slowhttptest
39,442	238	3	0	31	0	31	0	10.333333	17.897858	0	0	0	0	130,252.10084	12,605.042017	119	166.8772	237	1	238	119	166.8772	237	1	0	0	0	0	0	0	96	0	12,605.042017	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	59	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
50,416	82	1	1	6	6	6	6	6	0	6	6	6	0	146,341.463415	24,390.243902	82	0	82	82	0	0	0	0	0	0	0	0	0	0	0	20	20	12,195.121951	12,195.121951	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	60	253	0	20	0	0	0	0	0	0	0	0	BENIGN
80	70,860,520	8	4	56	11,601	20	0	7	5.656854	8,760	0	2,900.25	4,128.319301	164.506272	0.169347	6,441,865.455	19,700,000	65,700,000	1	70,800,000	10,100,000	24,600,000	65,700,000	1	32,442	10,814	10,065.56889	20,195	181	0	172	92	0.112898	0.056449	0	8,760	897.153846	2,488.507044	6,192,667.308	0	0	0	1	0	0	971.916667	7	2,900.25	172	8	56	4	11,601	256	229	6	20	1,011	0	1,011	1,011	35,400,000	42,800,000	65,700,000	5,160,882	DDoS
80	84	2	0	12	0	6	6	6	0	0	0	0	0	142,857.1429	23,809.52381	84	0	84	84	84	84	0	84	84	0	0	0	0	0	0	40	0	23,809.52381	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
80	83,520,270	7	7	331	11,595	325	0	47.285714	122.480902	4,344	0	1,656.428571	1,757.579003	142.791684	0.167624	6,424,636.154	23,100,000	83,400,000	4	83,400,000	13,900,000	34,000,000	83,400,000	4	149,569	24,928.16667	53,829.61086	134,134	15	0	220	232	0.083812	0.083812	0	4,344	795.066667	1,423.388536	2,026,034.924	0	0	0	1	0	1	851.857143	47.285714	1,656.428571	220	7	331	7	11,595	251	235	2	20	1,990	0	1,990	1,990	83,400,000	0	83,400,000	83,400,000	DoS Hulk
64,829	102,116,969	5	9	11,607	62	7,215	0	2,321.4	3,327.769794	20	0	6.888889	5.301991	114.27092	0.137098	7,855,151.462	25,800,000	93,500,000	0	102,000,000	25,500,000	50,200,000	101,000,000	160	101,000,000	12,600,000	32,800,000	93,500,000	0	0	112	192	0.048963	0.088134	0	7,215	778.333333	2,107.034872	4,439,595.952	0	0	0	1	1	1	833.928571	2,321.4	6.888889	112	5	11,607	9	62	229	256	3	20	35,869	0	35,869	35,869	50,400,000	61,000,000	93,500,000	7,220,098	BENIGN
80	1,906,512	1	4	6	6	6	6	6	0	6	0	1.5	3	6.294217	2.62259	476,628	953,223.3336	1,906,463	1	0	0	0	0	0	49	16.333333	26.558112	47	1	0	20	116	0.524518	2.098072	0	6	3	3.286335	10.8	0	0	0	1	1	4	3.6	6	1.5	20	1	6	4	6	256	65,535	0	20	0	0	0	0	0	0	0	0	BENIGN
80	5,667,692	3	1	0	0	0	0	0	0	0	0	0	0	0	0.705755	1,889,230.667	3,251,243.666	5,643,418	159	5,667,692	2,833,846	3,973,334.827	5,643,418	24,274	0	0	0	0	0	0	72	32	0.529316	0.176439	0	0	0	0	0	0	0	1	0	0	0	0	0	0	72	3	0	1	0	8,192	29,200	0	20	0	0	0	0	0	0	0	0	BENIGN
443	73,372,243	48	84	1,653	82,575	218	0	34.4375	56.542173	1,430	0	983.035714	627.578814	1,147.954547	1.799045	560,093.458015	5,179,322.325505	58,306,987	1	73,372,243	1,561,111.553191	8,628,771.253845	58,383,481	140	73,132,274	881,111.73494	6,504,607.27757	58,344,677	1	0	972	1,692	0.654198	1.144847	0	1,430	633.293233	678.290607	460,078.148211	0	0	1	0	0	1	638.090909	34.4375	983.035714	972	48	1,653	84	82,575	8,192	377	47	20	1,865,189	2,450,546.432453	3,597,987	132,391	34,701,048.5	33,383,838.379245	58,306,987	11,095,110	BENIGN
80	23,403	1	1	0	0	0	0	0	0	0	0	0	0	0	85.459129	23,403	0	23,403	23,403	0	0	0	0	0	0	0	0	0	0	0	32	32	42.729565	42.729565	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	357	1,039	0	32	0	0	0	0	0	0	0	0	BENIGN
53	214	2	2	130	386	65	65	65	0	193	193	193	0	2,411,214.953	18,691.58879	71.333333	118.356805	208	3	3	3	0	3	3	3	3	0	3	3	0	64	64	9,345.794393	9,345.794393	65	193	116.2	70.108487	4,915.2	0	0	0	0	0	1	145.25	65	193	64	2	130	2	386	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
22	12,321,479	21	32	2,008	2,745	640	0	95.619048	140.045163	976	0	85.78125	220.240592	385.749146	4.301432	236,951.5192	644,294.9928	2,444,185	3	10,600,000	528,285.25	939,884.8714	2,504,195	494	12,300,000	397,462.2581	799,917.5461	2,444,185	3	0	680	1,032	1.704341	2.597091	0	976	88.018519	189.590272	35,944.47135	0	0	1	0	0	1	89.679245	95.619048	85.78125	680	21	2,008	32	2,745	29,200	247	16	32	0	0	0	0	0	0	0	0	SSH-Patator
55,858	3,745	2	0	12	0	6	6	6	0	0	0	0	0	3,204.272363	534.045394	3,745	0	3,745	3,745	3,745	3,745	0	3,745	3,745	0	0	0	0	0	0	40	0	534.045394	0	6	6	6	0	0	0	0	0	1	0	0	9	6	0	40	2	12	0	0	123	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
49,249	85	1	1	0	0	0	0	0	0	0	0	0	0	0	23,529.411765	85	0	85	85	0	0	0	0	0	0	0	0	0	0	0	32	32	11,764.705882	11,764.705882	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	362	32,832	0	32	0	0	0	0	0	0	0	0	BENIGN
17,704	6,667,023	1	5	6	30	6	6	6	0	6	6	6	0	5.399711	0.899952	1,333,404.6	2,964,796.203	6,636,955	2	0	0	0	0	0	6,664,944	1,666,236	3,313,836.21	6,636,955	2	0	20	100	0.149992	0.74996	6	6	6	0	0	0	0	0	1	1	5	7	6	6	20	1	6	5	30	229	0	0	20	30,068	0	30,068	30,068	6,636,955	0	6,636,955	6,636,955	BENIGN
443	115,930,600	22	19	1,268	4,401	581	0	57.636364	141.583408	1,460	2	231.631579	479.726335	48.899945	0.35366	2,898,265	4,530,306.687	10,100,000	10	116,000,000	5,520,504.762	5,079,565.329	10,200,000	46	113,000,000	6,260,670.389	5,103,158.29	10,200,000	48	0	460	384	0.189769	0.163891	0	1,460	134.976191	345.378865	119,286.5604	0	0	1	0	0	0	138.268293	57.636364	231.631579	460	22	1,268	19	4,401	29,200	40,958	21	20	125,654.8182	105,678.7164	444,288	93,602	10,100,000	62,519.89595	10,100,000	9,960,006	BENIGN
22	176	1	1	6	6	6	6	6	0	6	6	6	0	68,181.818182	11,363.636364	176	0	176	176	0	0	0	0	0	0	0	0	0	0	0	20	20	5,681.818182	5,681.818182	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

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