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
49,671	48	2	0	0	0	0	0	0	0	0	0	0	0	0	41,666.66667	48	0	48	48	48	48	0	48	48	0	0	0	0	0	0	40	0	41,666.66667	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	40	2	0	0	0	252	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
80	966	2	0	0	0	0	0	0	0	0	0	0	0	0	2,070.393375	966	0	966	966	966	966	0	966	966	0	0	0	0	0	0	64	0	2,070.393375	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
47,074	97	1	1	0	0	0	0	0	0	0	0	0	0	0	20,618.556701	97	0	97	97	0	0	0	0	0	0	0	0	0	0	0	32	32	10,309.278351	10,309.278351	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	332	229	0	32	0	0	0	0	0	0	0	0	BENIGN
50,925	480,193	2	0	62	0	31	31	31	0	0	0	0	0	129.114752	4.164992	480,193	0	480,193	480,193	480,193	480,193	0	480,193	480,193	0	0	0	0	0	1	40	0	4.164992	0	31	31	31	0	0	0	1	0	1	1	0	46.5	31	0	40	2	62	0	0	63	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	80,810	1	1	62	78	62	62	62	0	78	78	78	0	1,732.458854	24.749412	80,810	0	80,810	80,810	0	0	0	0	0	0	0	0	0	0	0	32	32	12.374706	12.374706	62	78	67.333333	9.237604	85.333333	0	0	0	0	0	1	101	62	78	32	1	62	1	78	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	46,199	1	1	64	117	64	64	64	0	117	117	117	0	3,917.833719	43.29098	46,199	0	46,199	46,199	0	0	0	0	0	0	0	0	0	0	0	20	20	21.64549	21.64549	64	117	81.666667	30.599564	936.333333	0	0	0	0	0	1	122.5	64	117	20	1	64	1	117	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
443	115,770,422	22	19	744	3,397	364	0	33.818182	89.843587	1,418	0	178.789474	444.402918	35.769067	0.354149	2,894,260.55	4,505,887.261	10,000,000	3	116,000,000	5,512,877.238	4,982,151.535	10,100,000	3	111,000,000	6,154,162.778	5,021,785.14	10,100,000	212	0	712	616	0.190031	0.164118	0	1,418	98.595238	310.335229	96,307.95412	0	0	1	0	0	0	101	33.818182	178.789474	712	22	744	19	3,397	29,200	357	4	32	60,122.45455	76,917.76869	292,038	36,727	10,000,000	4,102.323905	10,000,000	9,998,489	BENIGN
80	85,566,162	9	6	336	11,595	336	0	37.333333	112	5,792	0	1,932.5	2,181.008184	139.435961	0.175303	6,111,868.714	22,800,000	85,400,000	3	85,400,000	10,700,000	30,200,000	85,400,000	3	144,884	28,976.8	57,133.75661	130,609	14	0	296	200	0.105182	0.070121	0	5,792	745.6875	1,579.185854	2,493,827.963	0	0	0	1	0	0	795.4	37.333333	1,932.5	296	9	336	6	11,595	251	235	1	32	10,388	0	10,388	10,388	85,400,000	0	85,400,000	85,400,000	DoS Hulk
53	101,587	2	2	70	174	35	35	35	0	87	87	87	0	2,401.882131	39.375117	33,862.33333	58,644.35359	101,579	4	4	4	0	4	4	4	4	0	4	4	0	64	64	19.687558	19.687558	35	87	55.8	28.481573	811.2	0	0	0	0	0	1	69.75	35	87	64	2	70	2	174	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
443	76,532	8	4	429	3,517	186	0	53.625	79.638357	2,796	0	879.25	1,322.26255	51,560.13171	156.797157	6,957.454545	13,701.352359	34,567	45	76,532	10,933.142857	16,893.616619	36,429	171	36,908	12,302.666667	19,539.994635	34,844	179	0	264	136	104.531438	52.265719	0	2,796	303.538462	774.978238	600,591.269231	0	0	1	0	0	0	328.833333	53.625	879.25	264	8	429	4	3,517	29,200	114	3	32	0	0	0	0	0	0	0	0	BENIGN
80	9,931,576	1	2	0	0	0	0	0	0	0	0	0	0	0	0.302067	4,965,788	6,950,886.529121	9,880,807	50,769	0	0	0	0	0	9,880,807	9,880,807	0	9,880,807	9,880,807	0	32	64	0.100689	0.201378	0	0	0	0	0	0	0	0	1	0	2	0	0	0	32	1	0	2	0	296	106	0	32	0	0	0	0	0	0	0	0	BENIGN
53	61,045	2	2	80	574	40	40	40	0	287	287	287	0	10,713.40814	65.525432	20,348.33333	35,200.18708	60,994	3	3	3	0	3	3	48	48	0	48	48	0	40	40	32.762716	32.762716	40	287	138.8	135.287472	18,302.7	0	0	0	0	0	1	173.5	40	287	40	2	80	2	574	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
256	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
2,013	3	2	0	0	0	0	0	0	0	0	0	0	0	0	666,666.6667	3	0	3	3	3	3	0	3	3	0	0	0	0	0	0	40	0	666,666.6667	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	40	2	0	0	0	184	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
80	83,699,114	9	4	365	11,595	359	0	40.555556	119.433152	7,251	0	2,898.75	3,551.353298	142.892791	0.155318	6,974,926.167	23,800,000	82,700,000	1	83,700,000	10,500,000	29,200,000	82,700,000	1	5,475	1,825	2,819.785098	5,081	191	0	292	136	0.107528	0.04779	0	7,251	854.285714	2,172.538339	4,719,922.835	0	0	0	1	0	0	920	40.555556	2,898.75	292	9	365	4	11,595	274	235	2	20	2,136	0	2,136	2,136	82,700,000	0	82,700,000	82,700,000	DoS Hulk
80	2	3	0	0	0	0	0	0	0	0	0	0	0	0	1,500,000	1	0	1	1	2	1	0	1	1	0	0	0	0	0	0	96	0	1,500,000	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	96	3	0	0	0	274	-1	0	32	0	0	0	0	0	0	0	0	DoS Hulk
443	158,409	10	7	558	4,010	201	0	55.8	72.803846	1,430	0	572.857143	642.868164	28,836.74539	107.317135	9,900.5625	14,972.55379	37,050	3	158,409	17,601	20,403.26059	52,361	3	97,445	16,240.83333	20,085.82321	44,678	46	0	212	152	63.127726	44.189408	0	1,430	253.777778	466.300655	217,436.3007	0	0	1	0	0	0	268.705882	55.8	572.857143	212	10	558	7	4,010	8,192	343	9	20	0	0	0	0	0	0	0	0	BENIGN
5,120	79	1	1	2	6	2	2	2	0	6	6	6	0	101,265.8228	25,316.4557	79	0	79	79	0	0	0	0	0	0	0	0	0	0	0	24	20	12,658.22785	12,658.22785	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
135	96	1	1	2	6	2	2	2	0	6	6	6	0	83,333.33333	20,833.33333	96	0	96	96	0	0	0	0	0	0	0	0	0	0	0	24	20	10,416.66667	10,416.66667	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	PortScan
21	127,388	20	25	176	434	43	0	8.8	12.680694	49	0	17.36	15.641505	4,788.520112	353.251484	2,895.181818	12,158.48193	66,937	1	127,322	6,701.157895	25,947.73979	113,425	1	127,229	5,301.208333	16,234.20591	66,937	1	0	656	816	157.000659	196.250824	0	49	13.26087	14.848022	220.463768	0	0	1	0	0	1	13.555556	8.8	17.36	656	20	176	25	434	29,200	227	12	32	0	0	0	0	0	0	0	0	BENIGN
51,090	209	2	1	37	6	31	6	18.5	17.67767	6	6	6	0	205,741.6268	14,354.06699	104.5	81.31728	162	47	209	209	0	209	209	0	0	0	0	0	1	40	20	9,569.37799	4,784.688995	6	31	18.5	14.433757	208.333333	0	1	0	1	0	0	24.666667	18.5	6	40	2	37	1	6	123	0	1	20	0	0	0	0	0	0	0	0	BENIGN
53	194	2	2	80	336	40	40	40	0	168	168	168	0	2,144,329.897	20,618.5567	64.666667	106.8098	188	3	3	3	0	3	3	3	3	0	3	3	0	40	40	10,309.27835	10,309.27835	40	168	91.2	70.108487	4,915.2	0	0	0	0	0	1	114	40	168	40	2	80	2	336	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	287,393	7	5	376	3,508	201	0	53.714286	78.686539	1,460	0	701.6	731.564625	13,514.595	41.75467	26,126.63636	35,935.94353	85,718	47	287,393	47,898.83333	38,660.32992	90,382	472	149,573	37,393.25	71,754.49627	144,985	47	0	152	112	24.356891	17.397779	0	1,460	298.769231	539.975795	291,573.859	0	0	1	0	0	0	323.666667	53.714286	701.6	152	7	376	5	3,508	8,192	60	6	20	0	0	0	0	0	0	0	0	BENIGN
80	85,518,202	8	6	351	11,595	351	0	43.875	124.09724	4,344	0	1,932.5	1,754.831473	139.68956	0.163708	6,578,323.231	23,700,000	85,300,000	1	85,400,000	12,200,000	32,200,000	85,300,000	1	189,579	37,915.8	72,939.43164	167,284	38	0	264	200	0.093547	0.070161	0	4,344	796.4	1,424.628062	2,029,565.114	0	0	0	1	0	0	853.285714	43.875	1,932.5	264	8	351	6	11,595	274	235	1	32	995	0	995	995	85,300,000	0	85,300,000	85,300,000	DoS Hulk
53	168,935	4	2	212	238	53	53	53	0	119	119	119	0	2,663.746411	35.516619	33,787	48,109.98079	103,144	1	65,787	21,929	37,978.67807	65,783	1	4	4	0	4	4	0	80	40	23.677746	11.838873	53	119	71.857143	32.204702	1,037.142857	0	0	0	0	0	0	83.833333	53	119	80	4	212	2	238	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
53	65,662	1	1	52	156	52	52	52	0	156	156	156	0	3,167.737809	30.459017	65,662	0	65,662	65,662	0	0	0	0	0	0	0	0	0	0	0	20	20	15.229509	15.229509	52	156	86.666667	60.044428	3,605.333333	0	0	0	0	0	1	130	52	156	20	1	52	1	156	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
443	1,046,200	10	7	535	3,431	198	0	53.5	81.526069	2,981	0	490.142857	1,102.325032	3,790.862168	16.249283	65,387.5	137,488.7984	418,772	2	1,046,200	116,244.4444	170,222.7666	418,772	3	620,429	103,404.8333	166,705.0506	436,167	4	0	340	232	9.558402	6.690881	0	2,981	220.333333	693.965671	481,588.3529	0	0	1	0	0	0	233.294118	53.5	490.142857	340	10	535	7	3,431	29,200	118	4	32	0	0	0	0	0	0	0	0	BENIGN
80	929,357	3	5	26	11,607	20	0	8.666667	10.263203	10,220	0	2,321.4	4,455.182578	12,517.25655	8.608102	132,765.2857	350,929.2819	928,598	1	520	260	363.452886	517	3	929,318	232,329.5	464,179.0524	928,598	1	0	72	112	3.228038	5.380064	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	30,479	1	1	52	68	52	52	52	0	68	68	68	0	3,937.137045	65.618951	30,479	0	30,479	30,479	0	0	0	0	0	0	0	0	0	0	0	32	20	32.809475	32.809475	52	68	57.333333	9.237604	85.333333	0	0	0	0	0	1	86	52	68	32	1	52	1	68	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
80	115,598,761	16	14	514	1,394	430	0	32.125	106.110556	1,388	0	99.571429	370.838699	16.505367	0.259518	3,986,164.172414	4,864,946.943709	10,002,685	106	115,598,761	7,706,584.066667	4,119,373.777325	10,026,585	24,480	110,440,782	8,495,444.769231	3,724,733.994234	10,027,695	865	0	332	424	0.13841	0.121109	0	1,388	61.548387	257.846833	66,484.989247	0	0	1	0	0	0	63.6	32.125	99.571429	332	16	514	14	1,394	8,192	946	15	20	53,505.727273	99,414.053344	353,246	23,110	9,986,670.181818	35,687.678419	10,002,685	9,879,646	BENIGN
57,062	85,405,193	7	5	11,595	364	5,792	0	1,656.428571	2,277.23252	352	0	72.8	156.106374	140.026614	0.140507	7,764,108.455	25,700,000	85,200,000	1	85,400,000	14,200,000	34,800,000	85,300,000	84	85,300,000	21,300,000	42,600,000	85,200,000	11	0	232	144	0.081962	0.058544	0	5,792	919.923077	1,813.000113	3,286,969.41	0	0	0	1	0	0	996.583333	1,656.428571	72.8	232	7	11,595	5	364	235	229	4	32	10,988	0	10,988	10,988	85,200,000	0	85,200,000	85,200,000	BENIGN
443	5,315,586	5	1	135	46	46	6	27	20.124612	46	46	46	0	34.050808	1.128756	1,063,117.2	2,224,234.65	5,039,121	48	5,315,586	1,328,896.5	2,476,002.183	5,039,121	48	0	0	0	0	0	1	100	20	0.94063	0.188126	6	46	32.428571	18.8667	355.952381	0	1	0	1	0	0	37.833333	27	46	100	5	135	1	46	256	351	4	20	249,295	0	249,295	249,295	5,039,121	0	5,039,121	5,039,121	BENIGN
443	3,892,329	5	1	117	41	45	0	23.4	21.96133	41	41	41	0	40.592663	1.541494	778,465.8	1,714,950.13	3,846,063	4	3,892,329	973,082.25	1,915,438.125	3,846,063	4	0	0	0	0	0	1	160	32	1.284578	0.256916	0	45	28.428571	19.881794	395.285714	0	1	0	1	0	0	33.166667	23.4	41	160	5	117	1	41	335	126	2	32	0	0	0	0	0	0	0	0	BENIGN
49,454	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	122	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
443	12	1	1	0	0	0	0	0	0	0	0	0	0	0	166,666.6667	12	0	12	12	0	0	0	0	0	0	0	0	0	0	0	20	20	83,333.33333	83,333.33333	0	0	0	0	0	0	0	0	1	0	1	0	0	0	20	1	0	1	0	256	58	0	20	0	0	0	0	0	0	0	0	BENIGN
80	268,280	3	6	26	11,601	20	0	8.666667	10.263203	2,920	0	1,933.5	1,495.722401	43,339.04876	33.54704	33,535	83,627.95523	239,052	63	28,669	14,334.5	19,987.78738	28,468	201	268,206	53,641.2	104,382.8728	239,052	63	0	72	132	11.182347	22.364694	0	2,920	1,162.7	1,494.366611	2,233,131.567	0	0	1	0	0	2	1,291.888889	8.666667	1,933.5	72	3	26	6	11,601	8,192	229	2	20	0	0	0	0	0	0	0	0	DDoS
42,378	232	2	0	0	0	0	0	0	0	0	0	0	0	0	8,620.689655	232	0	232	232	232	232	0	232	232	0	0	0	0	0	0	64	0	8,620.689655	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
58,736	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	377	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	996	2	0	0	0	0	0	0	0	0	0	0	0	0	2,008.032129	996	0	996	996	996	996	0	996	996	0	0	0	0	0	0	64	0	2,008.032129	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	8,205,142	9	5	380	3,378	223	0	42.222222	79.468198	1,460	0	675.6	733.019986	458.00548	1.706247	631,164.7692	1,543,742.878	4,931,288	3	8,205,142	1,025,642.75	1,903,630.347	4,931,288	3	86,454	21,613.5	24,929.1763	46,250	48	0	204	112	1.096873	0.609374	0	1,460	250.533333	504.020389	254,036.5524	0	0	1	0	0	0	268.428571	42.222222	675.6	204	9	380	5	3,378	8,192	60	3	20	0	0	0	0	0	0	0	0	BENIGN
54,968	155	1	1	0	0	0	0	0	0	0	0	0	0	0	12,903.22581	155	0	155	155	0	0	0	0	0	0	0	0	0	0	0	20	20	6,451.612903	6,451.612903	0	0	0	0	0	0	0	0	1	1	1	0	0	0	20	1	0	1	0	58	256	0	20	0	0	0	0	0	0	0	0	BENIGN
80	676	3	0	18	0	6	6	6	0	0	0	0	0	26,627.218935	4,437.869822	338	473.761543	673	3	676	338	473.761543	673	3	0	0	0	0	0	0	60	0	4,437.869822	0	6	6	6	0	0	0	0	0	1	0	0	8	6	0	60	3	18	0	0	65,116	-1	2	20	0	0	0	0	0	0	0	0	BENIGN
53	60,039	1	1	56	117	56	56	56	0	117	117	117	0	2,881.460384	33.311681	60,039	0	60,039	60,039	0	0	0	0	0	0	0	0	0	0	0	20	32	16.65584	16.65584	56	117	76.333333	35.218366	1,240.333333	0	0	0	0	0	1	114.5	56	117	20	1	56	1	117	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	98,102,232	2	2	119	185	65	54	59.5	7.778175	115	70	92.5	31.819805	3.098808	0.040774	32,700,744	56,441,756.720382	97,873,999	30,294	98,071,938	98,071,938	0	98,071,938	98,071,938	97,904,293	97,904,293	0	97,904,293	97,904,293	0	64	52	0.020387	0.020387	54	115	71.6	25.244801	637.3	0	0	0	0	0	1	89.5	59.5	92.5	64	2	119	2	185	-1	-1	1	32	197,939	0	197,939	197,939	97,873,999	0	97,873,999	97,873,999	BENIGN
53	77,790	2	2	88	344	44	44	44	0	172	172	172	0	5,553.413035	51.420491	25,930	44,906.881288	77,784	3	3	3	0	3	3	3	3	0	3	3	0	64	64	25.710246	25.710246	44	172	95.2	70.108487	4,915.2	0	0	0	0	0	1	119	44	172	64	2	88	2	344	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	239	2	2	62	414	31	31	31	0	207	207	207	0	1,991,631.799	16,736.40167	79.666667	96.479704	188	3	3	3	0	3	3	48	48	0	48	48	0	64	64	8,368.200837	8,368.200837	31	207	101.4	96.39917	9,292.8	0	0	0	0	0	1	126.75	31	207	64	2	62	2	414	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
55,895	47	1	1	6	6	6	6	6	0	6	6	6	0	255,319.148936	42,553.191489	47	0	47	47	0	0	0	0	0	0	0	0	0	0	0	20	20	21,276.595745	21,276.595745	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	335	258	0	20	0	0	0	0	0	0	0	0	BENIGN
5,003	50	2	2	4	12	2	2	2	0	6	6	6	0	320,000	80,000	16.666667	27.135463	48	1	48	48	0	48	48	1	1	0	1	1	0	48	40	40,000	40,000	2	6	3.6	2.19089	4.8	0	0	1	0	0	1	4.5	2	6	48	2	4	2	12	1,024	0	1	24	0	0	0	0	0	0	0	0	BENIGN
443	3,277,196	8	8	751	3,959	412	0	93.875	146.864795	1,835	0	494.875	730.848907	1,437.204244	4.882222	218,479.7333	445,069.1758	1,797,309	3	1,479,884	211,412	123,380.7193	382,342	59,142	3,097,924	442,560.5714	714,594.8108	1,999,299	3	0	172	172	2.441111	2.441111	0	1,835	277.058824	537.048004	288,420.5588	0	0	1	0	0	1	294.375	93.875	494.875	172	8	751	8	3,959	8,192	245	7	20	0	0	0	0	0	0	0	0	BENIGN
53	30,823	2	2	96	148	48	48	48	0	74	74	74	0	7,916.166499	129.773221	10,274.333333	17,792.203274	30,819	1	1	1	0	1	1	3	3	0	3	3	0	64	64	64.886611	64.886611	48	74	58.4	14.240786	202.8	0	0	0	0	0	1	73	48	74	64	2	96	2	148	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
38,988	3,032	1	3	0	18	0	0	0	0	6	6	6	0	5,936.675462	1,319.261214	1,010.666667	1,078.544544	2,149	4	0	0	0	0	0	2,153	1,076.5	1,516.744046	2,149	4	0	32	60	329.815303	989.44591	0	6	3.6	3.286335	10.8	0	0	0	1	0	3	4.5	0	6	32	1	0	3	18	235	0	0	32	0	0	0	0	0	0	0	0	BENIGN
80	7,677,862	4	0	24	0	6	6	6	0	0	0	0	0	3.12587	0.520978	2,559,287.333	4,431,881.284	7,676,783	1	7,677,862	2,559,287.333	4,431,881.284	7,676,783	1	0	0	0	0	0	0	80	0	0.520978	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	1,079	0	1,079	1,079	7,676,783	0	7,676,783	7,676,783	DDoS
80	85,653,189	4	6	389	11,595	383	0	97.25	190.520996	8,688	0	1,932.5	3,384.303045	139.913063	0.11675	9,517,021	28,500,000	85,500,000	4	85,500,000	28,500,000	49,400,000	85,500,000	4	134,653	26,930.6	52,996.99013	121,209	50	0	124	200	0.0467	0.07005	0	8,688	1,090	2,583.651176	6,675,253.4	1	0	0	0	0	1	1,199	97.25	1,932.5	124	4	389	6	11,595	0	235	1	20	0	0	0	0	85,500,000	0	85,500,000	85,500,000	DoS Hulk
53	60,532	1	1	45	225	45	45	45	0	225	225	225	0	4,460.450671	33.040375	60,532	0	60,532	60,532	0	0	0	0	0	0	0	0	0	0	0	20	20	16.520188	16.520188	45	225	105	103.923049	10,800	0	0	0	0	0	1	157.5	45	225	20	1	45	1	225	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
443	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	251	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
8,080	1,029,509	3	3	0	18	0	0	0	0	6	6	6	0	17.484063	5.828021	205,901.8	281,310.8808	515,270	403	1,028,948	514,474	1,695.642061	515,673	513,275	1,029,086	514,543	1,821.507068	515,831	513,255	0	92	60	2.91401	2.91401	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
1,081	14	1	1	0	6	0	0	0	0	6	6	6	0	428,571.4286	142,857.1429	14	0	14	14	0	0	0	0	0	0	0	0	0	0	0	40	20	71,428.57143	71,428.57143	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	60,002	3	4	433	2,279	427	0	144.333333	244.814896	2,267	0	569.75	1,131.503535	45,198.493384	116.662778	10,000.333333	15,058.872689	29,535	2	29,857	14,928.5	20,769.847484	29,615	242	30,658	10,219.333333	17,174.802046	30,048	2	0	72	92	49.998333	66.664445	0	2,267	339	793.03738	628,908.285714	0	0	1	0	0	1	387.428571	144.333333	569.75	72	3	433	4	2,279	8,192	237	2	20	0	0	0	0	0	0	0	0	BENIGN
443	116,965,285	24	21	2,655	4,042	1,109	0	110.625	310.260874	1,677	0	192.476191	473.875049	57.256305	0.38473	2,658,301.932	4,364,986.05	10,100,000	16	117,000,000	5,085,447.174	5,056,581.257	10,300,000	48	114,000,000	5,720,230.9	5,126,656.495	10,300,000	199	0	776	680	0.205189	0.17954	0	1,677	145.586957	388.78372	151,152.7812	0	0	1	0	0	0	148.822222	110.625	192.476191	776	24	2,655	21	4,042	29,200	6,982	5	32	295,449	545,662.7762	1,940,684	130,641	10,100,000	26,054.95058	10,100,000	10,000,000	BENIGN
80	115,958,839	16	14	403	684	319	0	25.1875	78.364294	678	0	48.857143	181.086829	9.374016	0.258712	3,998,580.655	4,865,023.775	10,000,000	78	116,000,000	7,730,589.267	4,150,320.676	10,100,000	227	111,000,000	8,520,793.615	3,746,052.914	10,100,000	53,458	0	332	424	0.13798	0.120732	0	678	35.064516	132.145106	17,462.32903	0	0	1	0	0	0	36.233333	25.1875	48.857143	332	16	403	14	684	8,192	343	15	20	70,193.18182	56,596.2728	240,837	52,957	9,999,858.727	9,464.322206	10,000,000	9,973,648	BENIGN
443	3,996,014	10	12	2,153	8,463	913	0	215.3	369.032082	1,460	0	705.25	674.947961	2,656.647349	5.505486	190,286.381	631,694.636	2,903,826	4	1,092,184	121,353.7778	152,261.694	497,397	225	3,886,870	353,351.8182	876,292.3441	2,940,393	4	0	220	252	2.502494	3.002992	0	1,460	461.565217	594.24741	353,129.9842	0	0	1	0	0	1	482.545455	215.3	705.25	220	10	2,153	12	8,463	29,200	266	9	20	0	0	0	0	0	0	0	0	BENIGN
80	1,629,034	3	6	26	11,601	20	0	8.666667	10.263203	5,840	0	1,933.5	2,189.772933	7,137.358705	5.524747	203,629.25	570,103.7876	1,614,513	5	14,012	7,006	9,900.90915	14,007	5	1,628,989	325,797.8	720,439.7143	1,614,513	14	0	72	132	1.841582	3.683164	0	5,840	1,162.7	1,911.59573	3,654,198.233	0	0	1	0	0	2	1,291.888889	8.666667	1,933.5	72	3	26	6	11,601	8,192	229	2	20	0	0	0	0	0	0	0	0	DDoS
53	30,677	2	2	64	96	32	32	32	0	48	48	48	0	5,215.633863	130.390847	10,225.66667	17,706.17806	30,671	3	3	3	0	3	3	3	3	0	3	3	0	40	40	65.195423	65.195423	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
443	5,329,291	7	4	635	168	517	0	90.714286	190.707205	168	0	42	84	150.676704	2.064064	532,929.1	1,621,811.271	5,148,115	3	5,329,291	888,215.1667	2,124,701.242	5,225,108	31	144,299	48,099.66667	42,137.05221	78,517	3	0	232	136	1.313496	0.750569	0	517	66.916667	150.848785	22,755.35606	0	0	1	0	0	0	73	90.714286	42	232	7	635	4	168	29,200	340	3	32	181,145	0	181,145	181,145	5,148,115	0	5,148,115	5,148,115	BENIGN
443	61,818,571	45	62	8,331	29,417	3,234	0	185.133333	507.287062	2,860	0	474.467742	684.006896	610.625568	1.730871	583,194.066	5,634,436.43	58,000,000	1	61,800,000	1,404,967.523	8,749,463.795	58,100,000	122	61,700,000	1,011,995.607	7,429,010.673	58,100,000	1	0	912	1,252	0.727937	1.002935	0	3,234	349.518519	627.775311	394,101.8408	0	0	1	0	0	1	352.785047	185.133333	474.467742	912	45	8,331	62	29,417	8,192	610	44	20	3,693,050	0	3,693,050	3,693,050	58,000,000	0	58,000,000	58,000,000	BENIGN
80	110,938,381	16	15	596	768	293	0	37.25	99.835531	384	0	51.2	135.116458	12.295114	0.279434	3,697,946.033	4,771,079.746	10,000,000	166	111,000,000	7,383,273.267	4,521,171.788	10,200,000	200	111,000,000	7,910,661.929	4,272,983.551	10,200,000	332	0	332	432	0.144224	0.13521	0	384	42.625	114.790061	13,176.75806	0	0	1	0	0	0	44	37.25	51.2	332	16	596	15	768	8,192	980	12	20	215,953.2727	73,450.12588	432,637	189,079	9,852,146.636	468,330.9044	10,000,000	8,441,678	BENIGN
53	182	2	2	88	196	44	44	44	0	98	98	98	0	1,560,439.56044	21,978.021978	60.666667	99.881597	176	3	3	3	0	3	3	3	3	0	3	3	0	64	80	10,989.010989	10,989.010989	44	98	65.6	29.577018	874.8	0	0	0	0	0	1	82	44	98	64	2	88	2	196	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
80	218	2	0	0	0	0	0	0	0	0	0	0	0	0	9,174.311927	218	0	218	218	218	218	0	218	218	0	0	0	0	0	0	64	0	9,174.311927	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	2,878,064	10	8	308	5,273	182	0	30.8	66.260094	1,448	0	659.125	692.864538	1,939.150762	6.254204	169,297.8824	647,219.5352	2,679,600	8	2,878,064	319,784.8889	885,531.8544	2,679,652	165	2,826,797	403,828.1429	1,020,121.642	2,716,546	49	0	328	264	3.474558	2.779646	0	1,448	293.736842	539.837922	291,424.9825	0	0	1	0	0	0	310.055556	30.8	659.125	328	10	308	8	5,273	29,200	75	2	32	0	0	0	0	0	0	0	0	BENIGN
901	57	1	1	0	6	0	0	0	0	6	6	6	0	105,263.1579	35,087.7193	57	0	57	57	0	0	0	0	0	0	0	0	0	0	0	40	20	17,543.85965	17,543.85965	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	4,751	3	0	29	0	29	0	9.666667	16.743158	0	0	0	0	6,103.97811	631.446011	2,375.5	3,136.018575	4,593	158	4,751	2,375.5	3,136.018575	4,593	158	0	0	0	0	0	0	96	0	631.446011	0	0	29	7.25	14.5	210.25	0	0	0	1	0	0	9.666667	9.666667	0	96	3	29	0	0	33,032	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
443	4,738,143	5	1	135	46	46	6	27	20.124612	46	46	46	0	38.20062	1.266319	947,628.6	1,891,621.628	4,328,504	3	4,738,143	1,184,535.75	2,101,775.086	4,328,504	3	0	0	0	0	0	1	100	20	1.055266	0.211053	6	46	32.428571	18.8667	355.952381	0	1	0	1	0	0	37.833333	27	46	100	5	135	1	46	254	62	4	20	0	0	0	0	0	0	0	0	BENIGN
443	18,101,766	88	96	2,333	145,108	1,187	0	26.511364	141.09229	2,836	0	1,511.541667	589.641085	8,145.116891	10.164754	98,916.7541	825,130.5708	10,000,000	1	18,100,000	208,066.2759	1,191,491.384	10,000,000	1	16,000,000	168,264.6526	1,129,096.872	10,000,000	2	0	2,824	3,080	4.861404	5.30335	0	2,836	796.978378	861.787008	742,676.8474	0	0	1	0	0	1	801.309783	26.511364	1,511.541667	2,824	88	2,333	96	145,108	29,200	387	5	32	5,982,950	0	5,982,950	5,982,950	10,000,000	0	10,000,000	10,000,000	BENIGN
22	76	1	1	0	0	0	0	0	0	0	0	0	0	0	26,315.78947	76	0	76	76	0	0	0	0	0	0	0	0	0	0	0	32	32	13,157.89474	13,157.89474	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	259	247	0	32	0	0	0	0	0	0	0	0	SSH-Patator
80	96,029,428	6	6	361	11,595	361	0	60.166667	147.377633	5,792	0	1,932.5	2,537.820147	124.503501	0.124962	8,729,948	29,000,000	96,000,000	2	96,000,000	19,200,000	42,900,000	96,000,000	4	887	177.4	251.501093	613	2	0	200	200	0.062481	0.062481	0	5,792	919.692308	1,909.285922	3,645,372.731	0	0	0	1	0	1	996.333333	60.166667	1,932.5	200	6	361	6	11,595	251	235	1	32	524	0	524	524	96,000,000	0	96,000,000	96,000,000	DoS Hulk
56,122	21,059	4	1	355	6	242	6	88.75	105.35456	6	6	6	0	17,142.31445	237.428178	5,264.75	7,455.043768	15,837	3	21,059	7,019.666667	8,069.119489	15,837	3	0	0	0	0	0	1	80	20	189.942542	47.485636	6	242	100.5	112.074529	12,560.7	0	1	0	1	0	0	120.6	88.75	6	80	4	355	1	6	119	0	3	20	0	0	0	0	0	0	0	0	BENIGN
80	66	2	0	12	0	6	6	6	0	0	0	0	0	181,818.1818	30,303.0303	66	0	66	66	66	66	0	66	66	0	0	0	0	0	0	40	0	30,303.0303	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
53	178	2	2	46	46	23	23	23	0	23	23	23	0	516,853.9326	22,471.91011	59.333333	101.036297	176	1	1	1	0	1	1	1	1	0	1	1	0	40	40	11,235.95506	11,235.95506	23	23	23	0	0	0	0	0	0	0	1	28.75	23	23	40	2	46	2	46	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	16,825,894	2	2	99	167	51	48	49.5	2.12132	100	67	83.5	23.334524	15.808967	0.237729	5,608,631.333	9,564,288.625	16,700,000	73,467	16,800,000	16,800,000	0	16,800,000	16,800,000	16,700,000	16,700,000	0	16,700,000	16,700,000	0	40	72	0.118864	0.118864	48	100	62.8	22.241852	494.7	0	0	0	0	0	1	78.5	49.5	83.5	40	2	99	2	167	-1	-1	1	20	99,917	0	99,917	99,917	16,700,000	0	16,700,000	16,700,000	BENIGN
1,500	1	2	0	4	0	2	2	2	0	0	0	0	0	4,000,000	2,000,000	1	0	1	1	1	1	0	1	1	0	0	0	0	0	0	48	0	2,000,000	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
53	194	2	2	84	204	42	42	42	0	102	102	102	0	1,484,536.082474	20,618.556701	64.666667	106.8098	188	3	3	3	0	3	3	3	3	0	3	3	0	64	64	10,309.278351	10,309.278351	42	102	66	32.863353	1,080	0	0	0	0	0	1	82.5	42	102	64	2	84	2	204	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	384,477	4	2	200	326	50	50	50	0	163	163	163	0	1,368.09224	15.605615	76,895.4	139,088.402	320,763	4	63,710	21,236.66667	36,776.05745	63,702	4	4	4	0	4	4	0	104	64	10.403743	5.201872	50	163	82.285714	55.138354	3,040.238095	0	0	0	0	0	0	96	50	163	104	4	200	2	326	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
15,000	113	2	2	4	12	2	2	2	0	6	6	6	0	141,592.9204	35,398.23009	37.666667	20.502032	50	14	49	49	0	49	49	50	50	0	50	50	0	48	40	17,699.11504	17,699.11504	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
53	204	2	2	66	98	33	33	33	0	49	49	49	0	803,921.5686	19,607.84314	68	37.242449	111	46	46	46	0	46	46	47	47	0	47	47	0	64	64	9,803.921569	9,803.921569	33	49	39.4	8.763561	76.8	0	0	0	0	0	1	49.25	33	49	64	2	66	2	98	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
1,244	54	2	2	4	12	2	2	2	0	6	6	6	0	296,296.2963	74,074.07407	18	26.888659	49	1	1	1	0	1	1	49	49	0	49	49	0	48	40	37,037.03704	37,037.03704	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
53	30,758	2	2	74	276	37	37	37	0	138	138	138	0	11,379.15339	130.047467	10,252.66667	17,752.07741	30,751	3	3	3	0	3	3	4	4	0	4	4	0	40	64	65.023734	65.023734	37	138	77.4	55.319978	3,060.3	0	0	0	0	0	1	96.75	37	138	40	2	74	2	276	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	213	2	2	84	162	42	42	42	0	81	81	81	0	1,154,929.577	18,779.34272	71	38.974351	116	48	49	49	0	49	49	48	48	0	48	48	0	40	40	9,389.671362	9,389.671362	42	81	57.6	21.36118	456.3	0	0	0	0	0	1	72	42	81	40	2	84	2	162	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
49,339	12	1	1	0	0	0	0	0	0	0	0	0	0	0	166,666.6667	12	0	12	12	0	0	0	0	0	0	0	0	0	0	0	32	32	83,333.33333	83,333.33333	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	358	333	0	32	0	0	0	0	0	0	0	0	BENIGN
53	32,385	1	1	52	114	52	52	52	0	114	114	114	0	5,125.82986	61.756986	32,385	0	32,385	32,385	0	0	0	0	0	0	0	0	0	0	0	20	20	30.878493	30.878493	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
37,852	23	1	1	0	0	0	0	0	0	0	0	0	0	0	86,956.52174	23	0	23	23	0	0	0	0	0	0	0	0	0	0	0	32	32	43,478.26087	43,478.26087	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	340	240	0	32	0	0	0	0	0	0	0	0	BENIGN
443	191	2	0	0	0	0	0	0	0	0	0	0	0	0	10,471.20419	191	0	191	191	191	191	0	191	191	0	0	0	0	0	0	64	0	10,471.20419	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	64	2	0	0	0	474	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
1,971	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
80	722,125	3	5	26	11,601	20	0	8.666667	10.263203	8,760	0	2,320.2	3,668.897	16,101.09053	11.078414	103,160.7143	264,952.6956	703,829	4	17,969	8,984.5	12,700.3449	17,965	4	722,026	180,506.5	348,981.7907	703,829	118	0	72	112	4.154405	6.924009	0	8,760	1,291.888889	2,866.607422	8,217,438.111	0	0	1	0	0	1	1,453.375	8.666667	2,320.2	72	3	26	5	11,601	8,192	229	2	20	0	0	0	0	0	0	0	0	DDoS
53	276	2	2	84	228	42	42	42	0	114	114	114	0	1,130,434.783	14,492.75362	92	118.503165	226	1	1	1	0	1	1	49	49	0	49	49	0	40	40	7,246.376812	7,246.376812	42	114	70.8	39.436024	1,555.2	0	0	0	0	0	1	88.5	42	114	40	2	84	2	228	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	186	2	2	106	238	53	53	53	0	119	119	119	0	1,849,462.366	21,505.37634	62	69.072426	137	1	1	1	0	1	1	48	48	0	48	48	0	40	40	10,752.68817	10,752.68817	53	119	79.4	36.149689	1,306.8	0	0	0	0	0	1	99.25	53	119	40	2	106	2	238	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	167	2	2	90	282	45	45	45	0	141	141	141	0	2,227,544.91	23,952.09581	55.666667	91.221343	161	3	3	3	0	3	3	3	3	0	3	3	0	40	40	11,976.0479	11,976.0479	45	141	83.4	52.581366	2,764.8	0	0	0	0	0	1	104.25	45	141	40	2	90	2	282	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
1,524	18	1	1	2	6	2	2	2	0	6	6	6	0	444,444.4444	111,111.1111	18	0	18	18	0	0	0	0	0	0	0	0	0	0	0	24	20	55,555.55556	55,555.55556	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	105,341	1	1	0	0	0	0	0	0	0	0	0	0	0	18.98596	105,341	0	105,341	105,341	0	0	0	0	0	0	0	0	0	0	0	32	32	9.49298	9.49298	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	259	939	0	32	0	0	0	0	0	0	0	0	BENIGN
80	84,927,842	6	6	327	11,595	327	0	54.5	133.497191	4,344	0	1,932.5	1,754.831473	140.377993	0.141296	7,720,712.909	25,600,000	84,800,000	4	84,800,000	17,000,000	37,900,000	84,800,000	4	147,484	29,496.8	59,309.33841	135,191	47	0	200	200	0.070648	0.070648	0	4,344	917.076923	1,499.389957	2,248,170.244	0	0	0	1	0	1	993.5	54.5	1,932.5	200	6	327	6	11,595	251	235	1	32	761	0	761	761	84,800,000	0	84,800,000	84,800,000	DoS Hulk
53	363,586	1	1	44	96	44	44	44	0	96	96	96	0	385.05333	5.500762	363,586	0	363,586	363,586	0	0	0	0	0	0	0	0	0	0	0	20	40	2.750381	2.750381	44	96	61.333333	30.022214	901.333333	0	0	0	0	0	1	92	44	96	20	1	44	1	96	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN

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