Datasets:

wassim249
/

CICD

Dataset card Data Studio Files Files and versions Community

Split (3)

train · 2.8M 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_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	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_max int64	active_min int64	idle_mean float64	idle_std float64	idle_max int64	idle_min int64	label string	__index_level_0__ int64
80	84,769,119	9	6	692	11,595	343	0	76.888889	150.883601	7,240	0	1,932.5	2,695.639126	144.946652	0.176951	6,054,937.071	22,600,000	84,400,000	0	84,600,000	10,600,000	29,800,000	84,400,000	0	363,504	72,700.8	104,449.5575	226,997	71	284	200	0.106171	0.07078	0	7,240	767.9375	1,817.312575	3,302,624.996	0	1	0	0	819.133333	76.888889	1,932.5	284	9	692	6	11,595	251	235	3	20	979	979	84,400,000	0	84,400,000	84,400,000	DoS Hulk	159,263
49,538	3	2	0	124	0	62	62	62	0	0	0	0	0	41,300,000	666,666.6667	3	0	3	3	3	3	0	3	3	0	0	0	0	0	64	0	666,666.6667	0	62	62	62	0	0	0	0	0	0	93	62	0	64	2	124	0	0	-1	-1	1	32	0	0	0	0	0	0	BENIGN	281,696
53	254	2	2	66	170	33	33	33	0	85	85	85	0	929,133.8583	15,748.0315	84.666667	104.920605	203	3	48	48	0	48	48	3	3	0	3	3	64	64	7,874.015748	7,874.015748	33	85	53.8	28.481573	811.2	0	0	0	1	67.25	33	85	64	2	66	2	170	-1	-1	1	32	0	0	0	0	0	0	BENIGN	44,033
53	50,140	1	1	52	80	52	52	52	0	80	80	80	0	2,632.62864	39.888313	50,140	0	50,140	50,140	0	0	0	0	0	0	0	0	0	0	32	20	19.944156	19.944156	52	80	61.333333	16.165808	261.333333	0	0	0	1	92	52	80	32	1	52	1	80	-1	-1	0	32	0	0	0	0	0	0	BENIGN	8,903
59,016	88	1	1	0	0	0	0	0	0	0	0	0	0	0	22,727.272727	88	0	88	88	0	0	0	0	0	0	0	0	0	0	32	32	11,363.636364	11,363.636364	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	BENIGN	112,297
1,067	58	1	1	2	6	2	2	2	0	6	6	6	0	137,931.0345	34,482.75862	58	0	58	58	0	0	0	0	0	0	0	0	0	0	24	20	17,241.37931	17,241.37931	2	6	3.333333	2.309401	5.333333	1	0	0	1	5	2	6	24	1	2	1	6	1,024	0	0	24	0	0	0	0	0	0	PortScan	125,558
80	101,447,682	10	6	1,032	11,595	344	0	103.2	166.167787	4,344	0	1,932.5	1,754.831473	124.468098	0.157717	6,763,178.8	26,000,000	101,000,000	1	101,000,000	11,300,000	33,600,000	101,000,000	1	573,206	114,641.2	184,482.4398	423,811	49	328	200	0.098573	0.059144	0	4,344	742.764706	1,341.189376	1,798,788.941	0	1	0	0	789.1875	103.2	1,932.5	328	10	1,032	6	11,595	274	235	3	32	1,977	1,977	101,000,000	0	101,000,000	101,000,000	DoS Hulk	248,973
53	174	2	2	88	120	44	44	44	0	60	60	60	0	1,195,402.299	22,988.50575	58	60.621778	123	3	3	3	0	3	3	48	48	0	48	48	64	64	11,494.25287	11,494.25287	44	60	50.4	8.763561	76.8	0	0	0	1	63	44	60	64	2	88	2	120	-1	-1	1	32	0	0	0	0	0	0	BENIGN	68,192
80	1,351,015	4	0	24	0	6	6	6	0	0	0	0	0	17.764422	2.960737	450,338.3333	780,005.4098	1,351,011	1	1,351,015	450,338.3333	780,005.4098	1,351,011	1	0	0	0	0	0	80	0	2.960737	0	6	6	6	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	DDoS	134,585
80	14,061	2	2	12	0	6	6	6	0	0	0	0	0	853.424365	284.474788	4,687	7,694.483673	13,569	52	492	492	0	492	492	14,009	14,009	0	14,009	14,009	40	64	142.237394	142.237394	0	6	3.6	3.286335	10.8	0	0	0	1	4.5	6	0	40	2	12	2	0	0	235	1	20	0	0	0	0	0	0	DoS Hulk	293,032
53	208	2	2	62	164	31	31	31	0	82	82	82	0	1,086,538.462	19,230.76923	69.333333	114.027774	201	3	3	3	0	3	3	4	4	0	4	4	80	80	9,615.384615	9,615.384615	31	82	51.4	27.93385	780.3	0	0	0	1	64.25	31	82	80	2	62	2	164	-1	-1	1	40	0	0	0	0	0	0	BENIGN	143,538
53	71,819	4	2	184	266	46	46	46	0	133	133	133	0	6,265.751403	83.543352	14,363.8	19,838.24314	39,603	0	32,212	10,737.33333	18,595.00886	32,209	0	4	4	0	4	4	104	40	55.695568	27.847784	46	133	70.857143	42.451653	1,802.142857	0	0	0	0	82.666667	46	133	104	4	184	2	266	-1	-1	3	20	0	0	0	0	0	0	BENIGN	519,584
53	31,032	1	1	56	72	56	56	56	0	72	72	72	0	4,124.774426	64.4496	31,032	0	31,032	31,032	0	0	0	0	0	0	0	0	0	0	20	20	32.2248	32.2248	56	72	61.333333	9.237604	85.333333	0	0	0	1	92	56	72	20	1	56	1	72	-1	-1	0	20	0	0	0	0	0	0	BENIGN	29,345
53	31,290	2	2	84	204	42	42	42	0	102	102	102	0	9,204.2186	127.836369	10,430	18,021.13667	31,239	3	48	48	0	48	48	3	3	0	3	3	40	40	63.918185	63.918185	42	102	66	32.863353	1,080	0	0	0	1	82.5	42	102	40	2	84	2	204	-1	-1	1	20	0	0	0	0	0	0	BENIGN	46,843
53	53,842	1	1	53	166	53	53	53	0	166	166	166	0	4,067.456632	37.145723	53,842	0	53,842	53,842	0	0	0	0	0	0	0	0	0	0	32	32	18.572861	18.572861	53	166	90.666667	65.24058	4,256.333333	0	0	0	1	136	53	166	32	1	53	1	166	-1	-1	0	32	0	0	0	0	0	0	BENIGN	211,784
53	31,051	1	1	84	212	84	84	84	0	212	212	212	0	9,532.704261	64.410164	31,051	0	31,051	31,051	0	0	0	0	0	0	0	0	0	0	20	20	32.205082	32.205082	84	212	126.666667	73.900834	5,461.333333	0	0	0	1	190	84	212	20	1	84	1	212	-1	-1	0	20	0	0	0	0	0	0	BENIGN	175,339
254	25	1	1	0	6	0	0	0	0	6	6	6	0	240,000	80,000	25	0	25	25	0	0	0	0	0	0	0	0	0	0	40	20	40,000	40,000	0	6	2	3.464102	12	1	0	0	1	3	0	6	40	1	0	1	6	29,200	0	0	40	0	0	0	0	0	0	PortScan	213,322
49,577	4,863	2	0	12	0	6	6	6	0	0	0	0	0	2,467.612585	411.268764	4,863	0	4,863	4,863	4,863	4,863	0	4,863	4,863	0	0	0	0	0	40	0	411.268764	0	6	6	6	0	0	0	1	0	0	9	6	0	40	2	12	0	0	31,326	-1	1	20	0	0	0	0	0	0	BENIGN	547,484
80	113,312,143	19	18	10,778	4,027	2,709	0	567.263158	1,128.622555	1,081	0	223.722222	431.181933	130.656782	0.326532	3,147,559.528	4,615,123.427	10,200,000	148	113,000,000	6,295,119.056	4,807,824.516	10,200,000	31,687	113,000,000	6,645,200.647	4,720,612.846	10,200,000	7,787	608	576	0.167678	0.158853	0	2,709	460.131579	933.472076	871,370.1174	0	1	0	0	472.567568	567.263158	223.722222	608	19	10,778	18	4,027	321	2,534	3	32	1,802,465	22,969	9,958,107.182	797,703.6187	10,200,000	7,556,513	BENIGN	147,984
53	31,338	4	2	124	138	31	31	31	0	69	69	69	0	8,360.456953	191.460846	6,267.6	13,696.61733	30,765	1	30,770	10,256.66667	17,760.73772	30,765	1	4	4	0	4	4	128	64	127.640564	63.820282	31	69	41.857143	18.542101	343.809524	0	0	0	0	48.833333	31	69	128	4	124	2	138	-1	-1	3	32	0	0	0	0	0	0	BENIGN	119,653
443	114,338,583	42	31	14,222	9,411	921	0	338.619048	416.22496	1,460	2	303.580645	403.133541	206.693134	0.638455	1,588,035.875	3,132,394.973	9,975,060	8	114,000,000	2,788,745.927	3,744,699.623	9,975,060	103	114,000,000	3,808,757.567	3,983,137.647	10,100,000	47	852	624	0.36733	0.271125	0	1,460	319.364865	407.191503	165,804.9198	1	0	0	0	323.739726	338.619048	303.580645	852	42	14,222	31	9,411	8,192	58,023	41	20	9,834,530	50,201	8,759,036.8	1,384,262.694	9,975,060	6,135,677	BENIGN	51,949
443	245,965	15	12	901	13,034	421	0	60.066667	123.147105	2,458	0	1,086.166667	859.471173	56,654.402049	109.771715	9,460.192308	19,013.615604	55,404	1	245,965	17,568.928571	23,836.375349	55,858	1	185,268	16,842.545455	28,578.678802	73,969	48	492	392	60.984286	48.787429	0	2,458	497.678571	760.45737	578,295.411376	1	0	0	0	516.111111	60.066667	1,086.166667	492	15	901	12	13,034	65,535	123	6	32	0	0	0	0	0	0	BENIGN	106,746
53	163	2	2	114	146	57	57	57	0	73	73	73	0	1,595,092.025	24,539.8773	54.333333	88.047336	156	3	3	3	0	3	3	4	4	0	4	4	64	64	12,269.93865	12,269.93865	57	73	63.4	8.763561	76.8	0	0	0	1	79.25	57	73	64	2	114	2	146	-1	-1	1	32	0	0	0	0	0	0	BENIGN	181,943
80	85,240,350	7	7	852	11,595	417	0	121.714286	201.736391	5,792	0	1,656.428571	2,425.837852	146.022394	0.164241	6,556,950	23,500,000	84,900,000	2	85,100,000	14,200,000	34,600,000	84,900,000	2	85,200,000	14,200,000	34,600,000	84,900,000	50	196	232	0.082121	0.082121	0	5,792	830.2	1,783.332883	3,180,276.171	0	0	0	1	889.5	121.714286	1,656.428571	196	7	852	7	11,595	0	235	4	20	2,838	2,838	84,900,000	0	84,900,000	84,900,000	DoS Hulk	144,742
22	137	1	1	0	0	0	0	0	0	0	0	0	0	0	14,598.54015	137	0	137	137	0	0	0	0	0	0	0	0	0	0	20	20	7,299.270073	7,299.270073	0	0	0	0	0	0	1	1	1	0	0	0	20	1	0	1	0	250	245	0	20	0	0	0	0	0	0	BENIGN	131,135
53	264	2	2	80	336	40	40	40	0	168	168	168	0	1,575,757.576	15,151.51515	88	111.314869	214	3	3	3	0	3	3	47	47	0	47	47	40	40	7,575.757576	7,575.757576	40	168	91.2	70.108487	4,915.2	0	0	0	1	114	40	168	40	2	80	2	336	-1	-1	1	20	0	0	0	0	0	0	BENIGN	618,441
53	256	2	2	84	162	42	42	42	0	81	81	81	0	960,937.5	15,625	85.333333	108.693759	208	1	47	47	0	47	47	1	1	0	1	1	64	64	7,812.5	7,812.5	42	81	57.6	21.36118	456.3	0	0	0	1	72	42	81	64	2	84	2	162	-1	-1	1	32	0	0	0	0	0	0	BENIGN	692,414
53	228	2	2	58	90	29	29	29	0	45	45	45	0	649,122.807018	17,543.859649	76	125.574679	221	3	4	4	0	4	4	3	3	0	3	3	64	64	8,771.929825	8,771.929825	29	45	35.4	8.763561	76.8	0	0	0	1	44.25	29	45	64	2	58	2	90	-1	-1	1	32	0	0	0	0	0	0	BENIGN	402,116
53	79,628	2	2	70	178	35	35	35	0	89	89	89	0	3,114.482343	50.233586	26,542.666667	45,970.649183	79,625	0	0	0	0	0	0	3	3	0	3	3	40	64	25.116793	25.116793	35	89	56.6	29.577018	874.8	0	0	0	1	70.75	35	89	40	2	70	2	178	-1	-1	1	20	0	0	0	0	0	0	BENIGN	416,705
1,761	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	40	20	23,255.81395	23,255.81395	0	6	2	3.464102	12	1	0	0	1	3	0	6	40	1	0	1	6	29,200	0	0	40	0	0	0	0	0	0	PortScan	157,219
53	30,386	1	1	47	175	47	47	47	0	175	175	175	0	7,305.996182	65.819785	30,386	0	30,386	30,386	0	0	0	0	0	0	0	0	0	0	20	20	32.909893	32.909893	47	175	89.666667	73.900834	5,461.333333	0	0	0	1	134.5	47	175	20	1	47	1	175	-1	-1	0	20	0	0	0	0	0	0	BENIGN	100,847
53	83,371	1	1	45	128	45	45	45	0	128	128	128	0	2,075.062072	23.989157	83,371	0	83,371	83,371	0	0	0	0	0	0	0	0	0	0	20	20	11.994578	11.994578	45	128	72.666667	47.920072	2,296.333333	0	0	0	1	109	45	128	20	1	45	1	128	-1	-1	0	20	0	0	0	0	0	0	BENIGN	162,201
53	168	2	2	84	210	42	42	42	0	105	105	105	0	1,750,000	23,809.52381	56	91.798693	162	3	3	3	0	3	3	3	3	0	3	3	40	40	11,904.761905	11,904.761905	42	105	67.2	34.506521	1,190.7	0	0	0	1	84	42	105	40	2	84	2	210	-1	-1	1	20	0	0	0	0	0	0	BENIGN	506,057
443	110,448,353	20	19	5,427	3,691	3,029	0	271.35	760.033052	1,400	0	194.263158	425.413112	82.554423	0.353106	2,906,535.605	4,429,883.086	10,000,000	25	110,000,000	5,811,257.947	4,782,783.529	10,000,000	34,635	110,000,000	6,134,096.833	4,739,497.985	10,000,000	207	412	508	0.18108	0.172026	0	3,029	227.95	606.463517	367,797.9974	1	0	0	0	233.794872	271.35	194.263158	412	20	5,427	19	3,691	8,192	21,900	19	20	3,372,267	34,389	9,655,579.455	1,104,565.326	10,000,000	6,327,199	BENIGN	182,252
54,447	4,025	3	0	247	0	216	0	82.333333	116.791838	0	0	0	0	61,366.45963	745.341615	2,012.5	2,840.44794	4,021	4	4,025	2,012.5	2,840.44794	4,021	4	0	0	0	0	0	60	0	745.341615	0	0	216	61.75	103.866501	10,788.25	0	1	0	0	82.333333	82.333333	0	60	3	247	0	0	119	-1	2	20	0	0	0	0	0	0	BENIGN	143,414
80	100,082,615	6	7	312	11,595	300	0	52	121.530243	5,792	0	1,656.428571	2,120.732252	118.971712	0.129893	8,340,217.917	28,500,000	98,900,000	4	99,900,000	20,000,000	44,100,000	98,900,000	4	100,000,000	16,700,000	40,800,000	99,900,000	45	184	232	0.05995	0.069942	0	5,792	850.928571	1,667.432779	2,780,332.071	0	0	0	1	916.384615	52	1,656.428571	184	6	312	7	11,595	0	235	2	20	13,994	13,994	98,900,000	0	98,900,000	98,900,000	DoS Hulk	276,830
53	560	1	1	44	60	44	44	44	0	60	60	60	0	185,714.2857	3,571.428571	560	0	560	560	0	0	0	0	0	0	0	0	0	0	32	32	1,785.714286	1,785.714286	44	60	49.333333	9.237604	85.333333	0	0	0	1	74	44	60	32	1	44	1	60	-1	-1	0	32	0	0	0	0	0	0	BENIGN	101,543
80	5,050,548	4	2	0	0	0	0	0	0	0	0	0	0	0	1.18799	1,010,109.6	1,740,164.056	4,029,023	48	5,050,548	1,683,516	2,087,069.002	4,029,023	31,383	990,199	990,199	0	990,199	990,199	104	64	0.791993	0.395997	0	0	0	0	0	1	0	0	0	0	0	0	104	4	0	2	0	8,192	29,200	0	20	0	0	0	0	0	0	BENIGN	192,132
53	92,331	1	1	46	191	46	46	46	0	191	191	191	0	2,566.85187	21.661197	92,331	0	92,331	92,331	0	0	0	0	0	0	0	0	0	0	20	20	10.830599	10.830599	46	191	94.333333	83.715789	7,008.333333	0	0	0	1	141.5	46	191	20	1	46	1	191	-1	-1	0	20	0	0	0	0	0	0	BENIGN	73,362
80	7,991,766	5	0	30	0	6	6	6	0	0	0	0	0	3.753864	0.625644	1,997,941.5	3,991,207.865	7,984,752	4	7,991,766	1,997,941.5	3,991,207.865	7,984,752	4	0	0	0	0	0	100	0	0.625644	0	6	6	6	0	0	0	1	0	0	7.2	6	0	100	5	30	0	0	256	-1	4	20	7,014	7,014	7,984,752	0	7,984,752	7,984,752	DDoS	118,981
53	49,816	1	1	50	78	50	50	50	0	78	78	78	0	2,569.455597	40.147744	49,816	0	49,816	49,816	0	0	0	0	0	0	0	0	0	0	32	20	20.073872	20.073872	50	78	59.333333	16.165808	261.333333	0	0	0	1	89	50	78	32	1	50	1	78	-1	-1	0	32	0	0	0	0	0	0	BENIGN	75,722
80	24,051,290	4	0	24	0	6	6	6	0	0	0	0	0	0.997867	0.166311	8,017,096.667	13,900,000	24,000,000	998	24,100,000	8,017,096.667	13,900,000	24,000,000	998	0	0	0	0	0	80	0	0.166311	0	6	6	6	0	0	0	1	0	0	7.5	6	0	80	4	24	0	0	256	-1	3	20	2,002	2,002	24,000,000	0	24,000,000	24,000,000	DDoS	162,070
80	115,660,495	20	17	956	2,990	433	0	47.8	131.753598	746	0	175.882353	325.980422	34.117094	0.319902	3,212,791.528	4,615,392.006	10,000,000	4	116,000,000	6,087,394.474	4,835,613.507	10,000,000	327	111,000,000	6,936,263.063	4,718,622.606	10,000,000	21,160	436	484	0.17292	0.146982	0	746	103.842105	243.391413	59,239.3798	1	0	0	0	106.648649	47.8	175.882353	436	20	956	17	2,990	8,192	351	17	20	841,102	36,700	9,978,949.545	76,780.99382	10,000,000	9,747,940	BENIGN	243,709
54,717	273	2	0	12	0	6	6	6	0	0	0	0	0	43,956.04396	7,326.007326	273	0	273	273	273	273	0	273	273	0	0	0	0	0	40	0	7,326.007326	0	6	6	6	0	0	0	1	0	0	9	6	0	40	2	12	0	0	33	-1	1	20	0	0	0	0	0	0	BENIGN	25,032
443	16,022	2	0	12	0	6	6	6	0	0	0	0	0	748.970166	124.828361	16,022	0	16,022	16,022	16,022	16,022	0	16,022	16,022	0	0	0	0	0	40	0	124.828361	0	6	6	6	0	0	0	1	0	0	9	6	0	40	2	12	0	0	256	-1	1	20	0	0	0	0	0	0	BENIGN	101,595
64,140	75	1	1	0	0	0	0	0	0	0	0	0	0	0	26,666.66667	75	0	75	75	0	0	0	0	0	0	0	0	0	0	32	32	13,333.33333	13,333.33333	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	BENIGN	440,374
1,033	33	1	1	2	6	2	2	2	0	6	6	6	0	242,424.2424	60,606.06061	33	0	33	33	0	0	0	0	0	0	0	0	0	0	24	20	30,303.0303	30,303.0303	2	6	3.333333	2.309401	5.333333	1	0	0	1	5	2	6	24	1	2	1	6	1,024	0	0	24	0	0	0	0	0	0	PortScan	250,072
123	189	2	2	96	96	48	48	48	0	48	48	48	0	1,015,873.015873	21,164.021164	63	103.058236	182	3	4	4	0	4	4	3	3	0	3	3	64	64	10,582.010582	10,582.010582	48	48	48	0	0	0	0	0	1	60	48	48	64	2	96	2	96	-1	-1	1	32	0	0	0	0	0	0	BENIGN	56,584
53	23,421	1	1	43	59	43	43	43	0	59	59	59	0	4,355.065966	85.39345	23,421	0	23,421	23,421	0	0	0	0	0	0	0	0	0	0	44	32	42.696725	42.696725	43	59	48.333333	9.237604	85.333333	0	0	0	1	72.5	43	59	44	1	43	1	59	-1	-1	0	44	0	0	0	0	0	0	BENIGN	8,236
80	5,637,736	3	1	12	0	6	0	4	3.464102	0	0	0	0	2.128514	0.709505	1,879,245.333	3,222,276.562	5,599,946	23	5,637,736	2,818,868	3,933,070.753	5,599,969	37,767	0	0	0	0	0	72	32	0.532129	0.177376	0	6	2.4	3.286335	10.8	1	0	0	0	3	4	0	72	3	12	1	0	8,192	42,780	2	20	0	0	0	0	0	0	BENIGN	51,287
53	197	2	2	94	350	47	47	47	0	175	175	175	0	2,253,807.107	20,304.56853	65.666667	72.452283	145	3	3	3	0	3	3	49	49	0	49	49	40	40	10,152.28426	10,152.28426	47	175	98.2	70.108487	4,915.2	0	0	0	1	122.75	47	175	40	2	94	2	350	-1	-1	1	20	0	0	0	0	0	0	BENIGN	34,526
53	30,723	1	1	52	68	52	52	52	0	68	68	68	0	3,905.868568	65.097809	30,723	0	30,723	30,723	0	0	0	0	0	0	0	0	0	0	20	32	32.548905	32.548905	52	68	57.333333	9.237604	85.333333	0	0	0	1	86	52	68	20	1	52	1	68	-1	-1	0	20	0	0	0	0	0	0	BENIGN	169,073
443	331,015	10	5	1,328	1,119	1,077	0	132.8	335.295823	981	0	223.8	427.484737	7,392.414241	45.315167	23,643.928571	32,326.738924	87,737	3	331,015	36,779.444444	41,066.996159	91,202	3	233,592	58,398	45,174.812237	95,314	423	332	168	30.210111	15.105056	0	1,077	152.9375	345.960974	119,688.995833	1	0	0	0	163.133333	132.8	223.8	332	10	1,328	5	1,119	65,535	118	5	32	0	0	0	0	0	0	BENIGN	191,549
443	1,086,411	7	10	929	6,715	590	0	132.714286	215.56802	2,266	0	671.5	846.5453	7,036.011233	15.647853	67,900.6875	248,878.1545	1,000,548	3	85,860	14,310	13,523.81766	28,801	402	1,062,516	118,057.3333	331,140.0375	1,000,569	3	152	212	6.443234	9.20462	0	2,266	424.666667	690.900095	477,342.9412	1	0	0	1	449.647059	132.714286	671.5	152	7	929	10	6,715	8,192	33	6	20	0	0	0	0	0	0	BENIGN	262,569
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	64	0	666,666.6667	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	DoS Hulk	155,231
53	99,680	4	2	136	250	34	34	34	0	125	125	125	0	3,872.391653	60.192616	19,936	30,546.99824	69,234	3	30,443	10,147.66667	17,570.21207	30,436	3	3	3	0	3	3	128	40	40.128411	20.064205	34	125	60	44.403453	1,971.666667	0	0	0	0	70	34	125	128	4	136	2	250	-1	-1	3	32	0	0	0	0	0	0	BENIGN	611,314
54,741	17	1	1	0	0	0	0	0	0	0	0	0	0	0	117,647.0588	17	0	17	17	0	0	0	0	0	0	0	0	0	0	20	20	58,823.52941	58,823.52941	0	0	0	0	0	0	1	1	1	0	0	0	20	1	0	1	0	288	16,226	0	20	0	0	0	0	0	0	BENIGN	279,123
56,425	21	1	1	0	0	0	0	0	0	0	0	0	0	0	95,238.09524	21	0	21	21	0	0	0	0	0	0	0	0	0	0	20	20	47,619.04762	47,619.04762	0	0	0	0	0	0	1	1	1	0	0	0	20	1	0	1	0	335	16,560	0	20	0	0	0	0	0	0	BENIGN	316,717
443	115,850,839	24	23	709	14,245	338	0	29.541667	81.344132	2,836	0	619.347826	819.399759	129.079773	0.405694	2,518,496.5	4,314,754.003968	10,023,020	2	115,850,839	5,036,993	5,016,588.790542	10,060,004	4	110,615,706	5,027,986.636364	5,137,826.107985	10,059,185	2	776	744	0.207163	0.198531	0	2,836	311.541667	637.616905	406,555.317376	1	0	0	0	318.170213	29.541667	619.347826	776	24	709	23	14,245	29,200	357	4	32	128,006	36,163	9,610,268.083333	1,389,380.321308	10,023,020	5,198,431	BENIGN	222,515
53	30,878	2	2	68	158	34	34	34	0	79	79	79	0	7,319.126886	129.542069	10,292.66667	17,823.95754	30,874	1	3	3	0	3	3	1	1	0	1	1	40	40	64.771034	64.771034	34	79	52	24.647515	607.5	0	0	0	1	65	34	79	40	2	68	2	158	-1	-1	1	20	0	0	0	0	0	0	BENIGN	43,412
55,295	65	1	1	0	0	0	0	0	0	0	0	0	0	0	30,769.230769	65	0	65	65	0	0	0	0	0	0	0	0	0	0	32	32	15,384.615385	15,384.615385	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	63	33,304	0	32	0	0	0	0	0	0	BENIGN	362,212
80	85,325,305	7	7	758	11,595	379	0	108.285714	184.933064	4,344	0	1,656.428571	1,946.27472	144.77534	0.164078	6,563,485	23,600,000	85,000,000	1	85,200,000	14,200,000	34,700,000	85,000,000	1	359,538	59,923	96,437.58253	221,864	46	232	232	0.082039	0.082039	0	4,344	823.533333	1,513.00023	2,289,169.695	0	1	0	1	882.357143	108.285714	1,656.428571	232	7	758	7	11,595	274	235	2	32	2	2	85,000,000	0	85,000,000	85,000,000	DoS Hulk	133,977
22	84	1	1	0	0	0	0	0	0	0	0	0	0	0	23,809.52381	84	0	84	84	0	0	0	0	0	0	0	0	0	0	32	32	11,904.7619	11,904.7619	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	SSH-Patator	425,932
49,744	453	1	1	0	0	0	0	0	0	0	0	0	0	0	4,415.011038	453	0	453	453	0	0	0	0	0	0	0	0	0	0	32	32	2,207.505519	2,207.505519	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	BENIGN	277,949
53	61,310	1	1	56	84	56	56	56	0	84	84	84	0	2,283.47741	32.621106	61,310	0	61,310	61,310	0	0	0	0	0	0	0	0	0	0	20	20	16.310553	16.310553	56	84	65.333333	16.165808	261.333333	0	0	0	1	98	56	84	20	1	56	1	84	-1	-1	0	20	0	0	0	0	0	0	BENIGN	81,238
49,378	201	1	1	0	0	0	0	0	0	0	0	0	0	0	9,950.248756	201	0	201	201	0	0	0	0	0	0	0	0	0	0	32	32	4,975.124378	4,975.124378	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	352	65,535	0	32	0	0	0	0	0	0	BENIGN	362,969
53	51,314	2	2	102	158	51	51	51	0	79	79	79	0	5,066.843357	77.951436	17,104.66667	29,620.95556	51,308	3	3	3	0	3	3	3	3	0	3	3	64	40	38.975718	38.975718	51	79	62.2	15.336232	235.2	0	0	0	1	77.75	51	79	64	2	102	2	158	-1	-1	1	32	0	0	0	0	0	0	BENIGN	21,497
443	8,241,082	8	7	1,235	374	667	0	154.375	273.633194	206	0	53.428571	83.848787	195.241353	1.820149	588,648.7143	2,086,069.709	7,834,362	18	8,240,938	1,177,276.857	2,936,355.578	7,834,436	237	8,125,073	1,354,178.833	3,195,481.666	7,875,738	18	264	232	0.970746	0.849403	0	667	100.5625	202.507603	41,009.32917	1	0	0	0	107.266667	154.375	53.428571	264	8	1,235	7	374	29,200	247	3	32	406,502	406,502	7,834,362	0	7,834,362	7,834,362	BENIGN	17,088
443	152	2	0	0	0	0	0	0	0	0	0	0	0	0	13,157.894737	152	0	152	152	152	152	0	152	152	0	0	0	0	0	64	0	13,157.894737	0	0	0	0	0	0	0	1	0	0	0	0	0	64	2	0	0	0	333	-1	0	32	0	0	0	0	0	0	BENIGN	147,048
80	640,050	3	4	26	11,601	20	0	8.666667	10.263203	7,215	0	2,900.25	3,540.00286	18,165.7683	10.936646	106,675	247,811.8697	612,030	82	27,741	13,870.5	19,232.59734	27,470	271	639,968	213,322.6667	345,565.499	612,030	190	72	92	4.687134	6.249512	0	7,215	1,453.375	2,786.259804	7,763,243.696	1	0	0	1	1,661	8.666667	2,900.25	72	3	26	4	11,601	8,192	229	2	20	0	0	0	0	0	0	DDoS	46,872
53	30,711	1	1	52	68	52	52	52	0	68	68	68	0	3,907.394745	65.123246	30,711	0	30,711	30,711	0	0	0	0	0	0	0	0	0	0	20	20	32.561623	32.561623	52	68	57.333333	9.237604	85.333333	0	0	0	1	86	52	68	20	1	52	1	68	-1	-1	0	20	0	0	0	0	0	0	BENIGN	118,551
53	109,871,987	2	2	93	490	49	44	46.5	3.535534	360	130	245	162.63456	5.306175	0.036406	36,600,000	63,300,000	110,000,000	23,899	110,000,000	110,000,000	0	110,000,000	110,000,000	110,000,000	110,000,000	0	110,000,000	110,000,000	64	64	0.018203	0.018203	44	360	126.4	135.41898	18,338.3	0	0	0	1	158	46.5	245	64	2	93	2	490	-1	-1	1	32	23,899	23,899	110,000,000	0	110,000,000	110,000,000	BENIGN	259,616
53	95,169	2	2	74	202	37	37	37	0	101	101	101	0	2,900.104025	42.030493	31,723	54,942.3837	95,165	0	0	0	0	0	0	4	4	0	4	4	40	40	21.015247	21.015247	37	101	62.6	35.054244	1,228.8	0	0	0	1	78.25	37	101	40	2	74	2	202	-1	-1	1	20	0	0	0	0	0	0	BENIGN	42,332
53	101,132	1	1	46	110	46	46	46	0	110	110	110	0	1,542.538465	19.776134	101,132	0	101,132	101,132	0	0	0	0	0	0	0	0	0	0	40	20	9.888067	9.888067	46	110	67.333333	36.950417	1,365.333333	0	0	0	1	101	46	110	40	1	46	1	110	-1	-1	0	40	0	0	0	0	0	0	BENIGN	6,914
443	182,148	3	0	0	0	0	0	0	0	0	0	0	0	0	16.470123	91,074	66,890.88729	138,373	43,775	182,148	91,074	66,890.88729	138,373	43,775	0	0	0	0	0	96	0	16.470123	0	0	0	0	0	0	0	1	0	0	0	0	0	96	3	0	0	0	237	-1	0	32	0	0	0	0	0	0	BENIGN	57,888
53	721,120	2	2	76	398	38	38	38	0	199	199	199	0	657.31085	5.546927	240,373.3333	416,334.496	721,115	1	1	1	0	1	1	4	4	0	4	4	64	64	2.773464	2.773464	38	199	102.4	88.183332	7,776.3	0	0	0	1	128	38	199	64	2	76	2	398	-1	-1	1	32	0	0	0	0	0	0	BENIGN	123,941
80	3,003,235	3	0	0	0	0	0	0	0	0	0	0	0	0	0.998923	1,501,617.5	710,187.6454	2,003,796	999,439	3,003,235	1,501,617.5	710,187.6454	2,003,796	999,439	0	0	0	0	0	120	0	0.998923	0	0	0	0	0	0	1	0	0	0	0	0	0	120	3	0	0	0	29,200	-1	0	40	0	0	0	0	0	0	DoS slowloris	68,861
443	115,482,326	24	23	1,925	7,171	499	0	80.208333	167.690444	1,460	0	311.782609	506.296172	78.7653	0.406989	2,510,485.348	4,224,892.314	10,100,000	40	115,000,000	5,020,970.696	4,875,323.248	10,100,000	51,137	115,000,000	5,246,859.409	4,909,456.98	10,100,000	48	492	604	0.207824	0.199165	0	1,460	189.5	384.615088	147,928.766	1	0	0	0	193.531915	80.208333	311.782609	492	24	1,925	23	7,171	8,192	122	23	20	3,380,576	50,781	9,941,504.727	76,204.80378	10,100,000	9,803,558	BENIGN	422,456
53	103,989	1	1	50	203	50	50	50	0	203	203	203	0	2,432.949639	19.232803	103,989	0	103,989	103,989	0	0	0	0	0	0	0	0	0	0	32	32	9.616402	9.616402	50	203	101	88.334591	7,803	0	0	0	1	151.5	50	203	32	1	50	1	203	-1	-1	0	32	0	0	0	0	0	0	BENIGN	399,566
53	23,114	1	1	86	168	86	86	86	0	168	168	168	0	10,989.01099	86.527646	23,114	0	23,114	23,114	0	0	0	0	0	0	0	0	0	0	32	32	43.263823	43.263823	86	168	113.333333	47.342722	2,241.333333	0	0	0	1	170	86	168	32	1	86	1	168	-1	-1	0	32	0	0	0	0	0	0	BENIGN	28,255
53	31,391	2	2	70	198	35	35	35	0	99	99	99	0	8,537.478895	127.425058	10,463.66667	18,079.44901	31,340	3	3	3	0	3	3	48	48	0	48	48	80	64	63.712529	63.712529	35	99	60.6	35.054244	1,228.8	0	0	0	1	75.75	35	99	80	2	70	2	198	-1	-1	1	40	0	0	0	0	0	0	BENIGN	567,646
443	40,756	1	1	6	0	6	6	6	0	0	0	0	0	147.217588	49.072529	40,756	0	40,756	40,756	0	0	0	0	0	0	0	0	0	0	20	32	24.536265	24.536265	0	6	4	3.464102	12	0	0	0	1	6	6	0	20	1	6	1	0	0	61	0	20	0	0	0	0	0	0	BENIGN	41,826
53	31,908	2	2	64	228	32	32	32	0	114	114	114	0	9,151.310016	125.360411	10,636	18,416.03022	31,901	3	3	3	0	3	3	4	4	0	4	4	40	40	62.680206	62.680206	32	114	64.8	44.91325	2,017.2	0	0	0	1	81	32	114	40	2	64	2	228	-1	-1	1	20	0	0	0	0	0	0	BENIGN	378,193
55,520	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	40	0	2,000,000	0	0	0	0	0	0	0	1	0	0	0	0	0	40	2	0	0	0	1,026	-1	0	20	0	0	0	0	0	0	BENIGN	188,291
53	129,504	2	2	68	216	34	34	34	0	108	108	108	0	2,192.982456	30.887077	43,168	74,724.13918	129,452	4	4	4	0	4	4	48	48	0	48	48	40	64	15.443538	15.443538	34	108	63.6	40.531469	1,642.8	0	0	0	1	79.5	34	108	40	2	68	2	216	-1	-1	1	20	0	0	0	0	0	0	BENIGN	585,955
55,582	66	1	1	0	0	0	0	0	0	0	0	0	0	0	30,303.0303	66	0	66	66	0	0	0	0	0	0	0	0	0	0	32	32	15,151.51515	15,151.51515	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	162	433	0	32	0	0	0	0	0	0	BENIGN	319,583
53	167	2	2	106	202	53	53	53	0	101	101	101	0	1,844,311.377	23,952.09581	55.666667	90.356701	160	3	4	4	0	4	4	3	3	0	3	3	64	64	11,976.0479	11,976.0479	53	101	72.2	26.290683	691.2	0	0	0	1	90.25	53	101	64	2	106	2	202	-1	-1	1	32	0	0	0	0	0	0	BENIGN	122,479
1,111	41	1	1	2	6	2	2	2	0	6	6	6	0	195,121.9512	48,780.4878	41	0	41	41	0	0	0	0	0	0	0	0	0	0	24	20	24,390.2439	24,390.2439	2	6	3.333333	2.309401	5.333333	1	0	0	1	5	2	6	24	1	2	1	6	1,024	0	0	24	0	0	0	0	0	0	PortScan	242,430
53	280	2	2	60	414	30	30	30	0	207	207	207	0	1,692,857.143	14,285.71429	93.333333	155.596701	273	3	4	4	0	4	4	3	3	0	3	3	80	80	7,142.857143	7,142.857143	30	207	100.8	96.946893	9,398.7	0	0	0	1	126	30	207	80	2	60	2	414	-1	-1	1	40	0	0	0	0	0	0	BENIGN	359,275
56,075	49,582	2	3	0	18	0	0	0	0	6	6	6	0	363.034972	100.843048	12,395.5	24,175.582468	48,653	1	49,582	49,582	0	49,582	49,582	4	2	1.414214	3	1	64	60	40.337219	60.505829	0	6	3	3.286335	10.8	0	1	0	1	3.6	0	6	64	2	0	3	18	61	0	0	32	0	0	0	0	0	0	BENIGN	181,718
53	47,199	1	1	49	129	49	49	49	0	129	129	129	0	3,771.26634	42.373779	47,199	0	47,199	47,199	0	0	0	0	0	0	0	0	0	0	20	20	21.18689	21.18689	49	129	75.666667	46.188022	2,133.333333	0	0	0	1	113.5	49	129	20	1	49	1	129	-1	-1	0	20	0	0	0	0	0	0	BENIGN	155,829

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