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	90	2	0	12	0	6	6	6	0	0	0	0	0	133,333.333333	22,222.222222	90	0	90	90	90	90	0	90	90	0	0	0	0	0	40	0	22,222.222222	0	6	6	6	0	0	0	1	0	0	9	6	0	40	2	12	0	0	16,425	-1	1	20	0	0	0	0	0	0	BENIGN	99,563
53	136	2	2	50	82	25	25	25	0	41	41	41	0	970,588.2353	29,411.76471	45.333333	72.459184	129	3	4	4	0	4	4	3	3	0	3	3	40	40	14,705.88235	14,705.88235	25	41	31.4	8.763561	76.8	0	0	0	1	39.25	25	41	40	2	50	2	82	-1	-1	1	20	0	0	0	0	0	0	BENIGN	32,628
123	66,084,374	2	2	96	96	48	48	48	0	48	48	48	0	2.905377	0.060529	22,028,124.666667	38,007,828.76136	65,915,785	84,246	66,000,031	66,000,031	0	66,000,031	66,000,031	66,000,128	66,000,128	0	66,000,128	66,000,128	52	64	0.030264	0.030264	48	48	48	0	0	0	0	0	1	60	48	48	52	2	96	2	96	-1	-1	1	20	84,246	84,246	65,915,785	0	65,915,785	65,915,785	BENIGN	10,108
53	30,660	1	1	49	177	49	49	49	0	177	177	177	0	7,371.167645	65.231572	30,660	0	30,660	30,660	0	0	0	0	0	0	0	0	0	0	20	20	32.615786	32.615786	49	177	91.666667	73.900834	5,461.333333	0	0	0	1	137.5	49	177	20	1	49	1	177	-1	-1	0	20	0	0	0	0	0	0	BENIGN	309,016
53	23,493	1	1	80	158	80	80	80	0	158	158	158	0	10,130.67722	85.131741	23,493	0	23,493	23,493	0	0	0	0	0	0	0	0	0	0	32	32	42.565871	42.565871	80	158	106	45.033321	2,028	0	0	0	1	159	80	158	32	1	80	1	158	-1	-1	0	32	0	0	0	0	0	0	BENIGN	48,128
53	145	2	2	82	114	41	41	41	0	57	57	57	0	1,351,724.138	27,586.2069	48.333333	78.519637	139	3	3	3	0	3	3	3	3	0	3	3	64	64	13,793.10345	13,793.10345	41	57	47.4	8.763561	76.8	0	0	0	1	59.25	41	57	64	2	82	2	114	-1	-1	1	32	0	0	0	0	0	0	BENIGN	23,962
62,317	256	3	0	38	0	38	0	12.666667	21.93931	0	0	0	0	148,437.5	11,718.75	128	111.722871	207	49	256	128	111.722871	207	49	0	0	0	0	0	60	0	11,718.75	0	0	38	9.5	19	361	0	1	0	0	12.666667	12.666667	0	60	3	38	0	0	351	-1	1	20	0	0	0	0	0	0	BENIGN	268,264
53	23,725	2	2	66	98	33	33	33	0	49	49	49	0	6,912.539515	168.598525	7,908.333333	13,691.57297	23,718	3	4	4	0	4	4	3	3	0	3	3	64	40	84.299262	84.299262	33	49	39.4	8.763561	76.8	0	0	0	1	49.25	33	49	64	2	66	2	98	-1	-1	1	32	0	0	0	0	0	0	BENIGN	113,400
52,857	32	1	1	0	0	0	0	0	0	0	0	0	0	0	62,500	32	0	32	32	0	0	0	0	0	0	0	0	0	0	32	32	31,250	31,250	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	336,292
443	22,934	1	1	0	0	0	0	0	0	0	0	0	0	0	87.206767	22,934	0	22,934	22,934	0	0	0	0	0	0	0	0	0	0	32	32	43.603384	43.603384	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	396	1,066	0	32	0	0	0	0	0	0	BENIGN	684,723
80	10,097,733	10	10	640	13,451	309	0	64	123.959671	2,920	0	1,345.1	841.494233	1,395.461734	1.980643	531,459.6316	2,057,168.157	8,998,404	5	1,099,329	122,147.6667	233,452.703	723,513	96	9,973,551	1,108,172.333	2,971,879.406	8,998,473	48	220	212	0.990321	0.990321	0	2,920	671	871.49716	759,507.3	1	0	0	1	704.55	64	1,345.1	220	10	640	10	13,451	29,200	33	9	20	0	0	0	0	0	0	BENIGN	5,931
49,540	61	1	1	0	0	0	0	0	0	0	0	0	0	0	32,786.88525	61	0	61	61	0	0	0	0	0	0	0	0	0	0	20	20	16,393.44262	16,393.44262	0	0	0	0	0	0	1	1	1	0	0	0	20	1	0	1	0	148	255	0	20	0	0	0	0	0	0	BENIGN	430,936
443	5,151,575	8	6	356	3,534	199	0	44.5	76.153979	1,590	0	589	734.207328	755.108875	2.717615	396,275	1,290,789.16	4,686,655	3	5,151,575	735,939.2857	1,744,463.89	4,686,655	3	434,667	86,933.4	100,946.2007	230,304	314	184	132	1.552923	1.164692	0	1,590	259.333333	522.662096	273,175.6667	1	0	0	0	277.857143	44.5	589	184	8	356	6	3,534	8,192	123	3	20	0	0	0	0	0	0	BENIGN	168,883
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	274	-1	0	32	0	0	0	0	0	0	DoS Hulk	117,625
53	79,866	2	2	84	284	42	42	42	0	142	142	142	0	4,607.717928	50.083891	26,622	46,105.46045	79,860	3	3	3	0	3	3	3	3	0	3	3	64	64	25.041945	25.041945	42	142	82	54.772256	3,000	0	0	0	1	102.5	42	142	64	2	84	2	284	-1	-1	1	32	0	0	0	0	0	0	BENIGN	82,783
3,047	90	1	1	6	6	6	6	6	0	6	6	6	0	133,333.3333	22,222.22222	90	0	90	90	0	0	0	0	0	0	0	0	0	0	20	20	11,111.11111	11,111.11111	6	6	6	0	0	0	1	1	1	9	6	6	20	1	6	1	6	123	254	0	20	0	0	0	0	0	0	BENIGN	209,575
53	23,432	1	1	50	78	50	50	50	0	78	78	78	0	5,462.615227	85.353363	23,432	0	23,432	23,432	0	0	0	0	0	0	0	0	0	0	20	20	42.676681	42.676681	50	78	59.333333	16.165808	261.333333	0	0	0	1	89	50	78	20	1	50	1	78	-1	-1	0	20	0	0	0	0	0	0	BENIGN	39,865
50,566	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	64	0	41,666.66667	0	0	0	0	0	0	0	1	0	0	0	0	0	64	2	0	0	0	374	-1	0	32	0	0	0	0	0	0	BENIGN	187,572
53	175	2	2	74	262	37	37	37	0	131	131	131	0	1,920,000	22,857.142857	58.333333	94.108094	167	4	4	4	0	4	4	4	4	0	4	4	40	40	11,428.571429	11,428.571429	37	131	74.6	51.48592	2,650.8	0	0	0	1	93.25	37	131	40	2	74	2	262	-1	-1	1	20	0	0	0	0	0	0	BENIGN	244,258
80	26,867,429	6	6	432	1,773	432	0	72	176.363261	1,773	0	295.5	723.824219	82.069632	0.446637	2,442,493.545455	4,197,806.714371	10,019,944	31	20,324,751	4,064,950.2	5,472,930.059947	10,119,938	3,867	26,767,367	5,353,473.4	5,067,132.909228	10,128,285	823	200	200	0.223319	0.223319	0	1,773	169.615385	496.332472	246,345.923077	1	0	0	1	183.75	72	295.5	200	6	432	6	1,773	29,200	939	1	32	204,934	99,994	10,009,911.5	14,188.097565	10,019,944	9,999,879	BENIGN	127,785
443	317,192	7	11	1,642	5,164	1,101	0	234.571429	402.53938	1,460	2	469.454545	650.445442	21,457.035486	56.747963	18,658.352941	27,465.770945	95,812	1	291,226	48,537.666667	37,648.134927	97,803	17,586	293,267	29,326.7	49,267.347997	120,103	1	152	224	22.068652	34.679311	0	1,460	358.210526	556.500432	309,692.730994	1	0	0	1	378.111111	234.571429	469.454545	152	7	1,642	11	5,164	8,192	65,535	6	20	0	0	0	0	0	0	BENIGN	263,620
443	2,037,612	7	7	1,589	1,086	1,021	0	227	398.252014	949	0	155.142857	353.761892	1,312.811271	6.870788	156,739.3846	540,642.1355	1,955,514	47	82,098	13,683	20,552.55697	41,823	103	2,037,327	339,554.5	811,194.3906	1,995,157	395	232	232	3.435394	3.435394	0	1,021	178.333333	354.023742	125,332.8095	1	0	0	1	191.071429	227	155.142857	232	7	1,589	7	1,086	29,200	8	3	32	0	0	0	0	0	0	BENIGN	329,528
53	19,694	2	2	84	284	42	42	42	0	142	142	142	0	18,685.89418	203.107545	6,564.666667	11,363.408	19,686	4	4	4	0	4	4	4	4	0	4	4	40	40	101.553773	101.553773	42	142	82	54.772256	3,000	0	0	0	1	102.5	42	142	40	2	84	2	284	-1	-1	1	20	0	0	0	0	0	0	BENIGN	178,650
10,215	52	1	1	0	6	0	0	0	0	6	6	6	0	115,384.6154	38,461.53846	52	0	52	52	0	0	0	0	0	0	0	0	0	0	40	20	19,230.76923	19,230.76923	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	215,613
53	37,605	2	2	68	132	34	34	34	0	66	66	66	0	5,318.441697	106.368834	12,535	21,667.966771	37,555	3	3	3	0	3	3	47	47	0	47	47	40	40	53.184417	53.184417	34	66	46.8	17.527122	307.2	0	0	0	1	58.5	34	66	40	2	68	2	132	-1	-1	1	20	0	0	0	0	0	0	BENIGN	413,397
53	243	2	2	90	196	45	45	45	0	98	98	98	0	1,176,954.73251	16,460.90535	81	100.642933	194	1	1	1	0	1	1	48	48	0	48	48	40	40	8,230.452675	8,230.452675	45	98	66.2	29.029296	842.7	0	0	0	1	82.75	45	98	40	2	90	2	196	-1	-1	1	20	0	0	0	0	0	0	BENIGN	490,593
59,290	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	40	0	41,666.66667	0	0	0	0	0	0	0	0	0	0	0	0	0	40	2	0	0	0	0	-1	0	20	0	0	0	0	0	0	BENIGN	417,633
443	115,293,434	20	18	1,600	5,066	1,152	0	80	257.199697	1,460	0	281.444444	529.221762	57.81769	0.329594	3,116,038.756757	4,590,870.614814	10,007,198	4	115,293,434	6,068,075.473684	4,849,970.93659	10,030,774	4	110,502,964	6,500,174.352941	4,918,912.532104	10,030,961	48	412	504	0.17347	0.156123	0	1,460	170.923077	411.434997	169,278.757085	1	0	0	0	175.421053	80	281.444444	412	20	1,600	18	5,066	8,192	1,018	19	20	508,368	23,576	9,977,853.727273	78,147.577996	10,007,198	9,742,497	BENIGN	116,348
53	36,256	4	2	128	64	32	32	32	0	32	32	32	0	5,295.675199	165.48985	7,251.2	13,071.11708	30,153	3	30,160	10,053.33333	17,406.82195	30,153	3	4	4	0	4	4	104	40	110.326567	55.163283	32	32	32	0	0	0	0	0	0	37.333333	32	32	104	4	128	2	64	-1	-1	3	20	0	0	0	0	0	0	BENIGN	288,458
56,343	70	3	1	43	6	31	6	14.333333	14.433757	6	6	6	0	700,000	57,142.85714	23.333333	27.790886	55	3	15	7.5	6.363961	12	3	0	0	0	0	0	60	20	42,857.14286	14,285.71429	6	31	11	11.18034	125	0	1	0	0	13.75	14.333333	6	60	3	43	1	6	993	0	2	20	0	0	0	0	0	0	BENIGN	684,639
53	23,530	1	1	36	52	36	36	36	0	52	52	52	0	3,739.906502	84.997875	23,530	0	23,530	23,530	0	0	0	0	0	0	0	0	0	0	20	20	42.498938	42.498938	36	52	41.333333	9.237604	85.333333	0	0	0	1	62	36	52	20	1	36	1	52	-1	-1	0	20	0	0	0	0	0	0	BENIGN	72,142
123	45,320	1	1	48	48	48	48	48	0	48	48	48	0	2,118.270079	44.130627	45,320	0	45,320	45,320	0	0	0	0	0	0	0	0	0	0	20	20	22.065313	22.065313	48	48	48	0	0	0	0	0	1	72	48	48	20	1	48	1	48	-1	-1	0	20	0	0	0	0	0	0	BENIGN	202,689
53,760	4,939	3	0	18	0	6	6	6	0	0	0	0	0	3,644.462442	607.410407	2,469.5	3,486.743538	4,935	4	4,939	2,469.5	3,486.743538	4,935	4	0	0	0	0	0	60	0	607.410407	0	6	6	6	0	0	0	1	0	0	8	6	0	60	3	18	0	0	368	-1	2	20	0	0	0	0	0	0	BENIGN	97,223
8,443	78	2	2	4	12	2	2	2	0	6	6	6	0	205,128.2051	51,282.05128	26	23	49	3	3	3	0	3	3	49	49	0	49	49	48	40	25,641.02564	25,641.02564	2	6	3.6	2.19089	4.8	1	0	0	1	4.5	2	6	48	2	4	2	12	1,024	0	1	24	0	0	0	0	0	0	BENIGN	156,001
53	69,997	2	2	64	536	32	32	32	0	268	268	268	0	8,571.795934	57.145306	23,332.33333	40,407.59064	69,991	3	3	3	0	3	3	3	3	0	3	3	64	40	28.572653	28.572653	32	268	126.4	129.262524	16,708.8	0	0	0	1	158	32	268	64	2	64	2	536	-1	-1	1	32	0	0	0	0	0	0	BENIGN	420,993
53	158	2	2	82	114	41	41	41	0	57	57	57	0	1,240,506.329114	25,316.455696	52.666667	51.15988	106	4	4	4	0	4	4	48	48	0	48	48	40	40	12,658.227848	12,658.227848	41	57	47.4	8.763561	76.8	0	0	0	1	59.25	41	57	40	2	82	2	114	-1	-1	1	20	0	0	0	0	0	0	BENIGN	229,229
1,201	114	2	2	4	12	2	2	2	0	6	6	6	0	140,350.8772	35,087.7193	38	30.265492	62	4	48	48	0	48	48	4	4	0	4	4	48	40	17,543.85965	17,543.85965	2	6	3.6	2.19089	4.8	1	0	0	1	4.5	2	6	48	2	4	2	12	1,024	0	1	24	0	0	0	0	0	0	BENIGN	222,295
80	46,033,293	9	9	430	3,324	388	0	47.777778	127.598764	1,828	0	369.333333	728.50326	81.549673	0.391021	2,707,840.765	4,406,183.428	10,000,000	2	40,100,000	5,009,809.625	5,346,959.064	10,000,000	124	46,000,000	5,752,258	4,953,956.662	10,000,000	210	200	192	0.195511	0.195511	0	1,828	197.578947	520.815847	271,249.1462	1	0	0	1	208.555556	47.777778	369.333333	200	9	430	9	3,324	29,200	30	8	20	32,775	15,075	10,000,000	1,525.205205	10,000,000	9,997,746	BENIGN	24,820
56,316	3	2	0	37	0	31	6	18.5	17.67767	0	0	0	0	12,300,000	666,666.6667	3	0	3	3	3	3	0	3	3	0	0	0	0	0	40	0	666,666.6667	0	6	31	22.666667	14.433757	208.333333	0	1	0	0	34	18.5	0	40	2	37	0	0	62	-1	1	20	0	0	0	0	0	0	BENIGN	379,636
443	4,677,486	5	1	135	46	46	6	27	20.124612	46	46	46	0	38.696	1.28274	935,497.2	1,955,907.902138	4,430,867	3	4,677,486	1,169,371.5	2,176,976.299528	4,430,867	3	0	0	0	0	0	100	20	1.06895	0.21379	6	46	32.428571	18.8667	355.952381	0	1	0	0	37.833333	27	46	100	5	135	1	46	258	437	4	20	0	0	0	0	0	0	BENIGN	108,590
53	157	2	2	78	182	39	39	39	0	91	91	91	0	1,656,050.955	25,477.70701	52.333333	85.44784	151	3	3	3	0	3	3	3	3	0	3	3	40	40	12,738.8535	12,738.8535	39	91	59.8	28.481573	811.2	0	0	0	1	74.75	39	91	40	2	78	2	182	-1	-1	1	20	0	0	0	0	0	0	BENIGN	613,618
80	10,225,275	4	3	297	303	297	0	74.25	148.5	303	0	101	174.937132	58.678128	0.684578	1,704,212.5	4,063,755.967	9,998,818	53	226,457	75,485.66667	39,749.0408	120,893	46,984	10,200,000	5,089,173	6,943,361.499	9,998,871	179,475	136	104	0.391188	0.293391	0	303	75	138.882273	19,288.28571	1	0	0	0	85.714286	74.25	101	136	4	297	3	303	29,200	237	1	32	0	0	0	0	0	0	BENIGN	285,399
53	30,761	1	1	56	84	56	56	56	0	84	84	84	0	4,551.217451	65.017392	30,761	0	30,761	30,761	0	0	0	0	0	0	0	0	0	0	32	32	32.508696	32.508696	56	84	65.333333	16.165808	261.333333	0	0	0	1	98	56	84	32	1	56	1	84	-1	-1	0	32	0	0	0	0	0	0	BENIGN	143,265
53	23,398	1	1	57	121	57	57	57	0	121	121	121	0	7,607.487819	85.477391	23,398	0	23,398	23,398	0	0	0	0	0	0	0	0	0	0	44	32	42.738696	42.738696	57	121	78.333333	36.950417	1,365.333333	0	0	0	1	117.5	57	121	44	1	57	1	121	-1	-1	0	44	0	0	0	0	0	0	BENIGN	119,820
53	187	2	2	86	198	43	43	43	0	99	99	99	0	1,518,716.578	21,390.37433	62.333333	66.017674	134	4	49	49	0	49	49	4	4	0	4	4	64	64	10,695.18717	10,695.18717	43	99	65.4	30.672463	940.8	0	0	0	1	81.75	43	99	64	2	86	2	198	-1	-1	1	32	0	0	0	0	0	0	BENIGN	245,974
443	5,362,317	8	6	593	4,413	342	0	74.125	128.185622	1,460	0	735.5	778.946404	933.551672	2.610812	412,485.9231	1,407,827.138	5,094,782	3	5,362,317	766,045.2857	1,910,419.833	5,094,782	3	51,511	10,302.2	12,426.50271	23,899	48	172	128	1.491892	1.118919	0	1,460	333.733333	583.576224	340,561.2095	1	0	0	0	357.571429	74.125	735.5	172	8	593	6	4,413	8,192	4,920	3	20	267,532	267,532	5,094,782	0	5,094,782	5,094,782	BENIGN	101,619
80	118,757,842	20	16	1,311	2,238	437	0	65.55	160.093879	746	0	139.875	300.722214	29.884342	0.303138	3,393,081.2	4,716,751.102	10,200,000	56	119,000,000	6,250,412.737	4,858,419.136	10,200,000	56	115,000,000	7,680,133	4,404,844.881	10,200,000	21,140	648	520	0.16841	0.134728	0	746	95.918919	229.857369	52,834.40991	1	0	0	0	98.583333	65.55	139.875	648	20	1,311	16	2,238	29,200	357	3	32	2,838,042	36,580	10,200,000	72,121.15571	10,200,000	9,963,966	BENIGN	74,552
255	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	48	0	41,666.66667	0	2	2	2	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	BENIGN	155,024
80	85,039,322	6	6	369	11,595	369	0	61.5	150.643619	7,240	0	1,932.5	2,695.639126	140.687857	0.141111	7,730,847.455	25,600,000	84,900,000	0	84,900,000	17,000,000	38,000,000	84,900,000	0	150,682	30,136.4	59,600.585	136,211	90	200	200	0.070556	0.070556	0	7,240	920.307692	1,997.191544	3,988,774.064	0	1	0	1	997	61.5	1,932.5	200	6	369	6	11,595	251	235	1	32	4	4	84,900,000	0	84,900,000	84,900,000	DoS Hulk	82,241
80	85,691,573	6	6	352	11,595	352	0	58.666667	143.703398	4,344	0	1,932.5	1,754.831473	139.41861	0.140037	7,790,143	25,800,000	85,500,000	1	85,500,000	17,100,000	38,200,000	85,500,000	1	185,881	37,176.2	75,970.66072	172,713	16	200	200	0.070019	0.070019	0	4,344	919	1,498.585889	2,245,759.667	0	1	0	1	995.583333	58.666667	1,932.5	200	6	352	6	11,595	251	235	1	32	5	5	85,500,000	0	85,500,000	85,500,000	DoS Hulk	232,337
443	170,046	10	5	1,252	1,023	1,013	0	125.2	315.186294	885	0	204.6	385.020519	13,378.73281	88.211425	12,146.14286	19,292.3643	46,373	3	170,046	18,894	26,577.27383	67,305	3	122,959	30,739.75	25,127.9962	55,015	4	332	168	58.807617	29.403808	0	1,013	142.1875	319.335188	101,974.9625	1	0	0	0	151.666667	125.2	204.6	332	10	1,252	5	1,023	65,535	362	5	32	0	0	0	0	0	0	BENIGN	80,203
80	5,987,183	3	1	12	0	6	0	4	3.464102	0	0	0	0	2.004281	0.668094	1,995,727.667	3,423,055.497	5,948,268	25	5,987,183	2,993,591.5	4,178,543.579	5,948,268	38,915	0	0	0	0	0	72	32	0.50107	0.167023	0	6	2.4	3.286335	10.8	1	0	0	0	3	4	0	72	3	12	1	0	8,192	29,200	2	20	0	0	0	0	0	0	BENIGN	134,590
20,031	97	1	1	2	6	2	2	2	0	6	6	6	0	82,474.2268	20,618.5567	97	0	97	97	0	0	0	0	0	0	0	0	0	0	24	20	10,309.27835	10,309.27835	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	136,483
15,173	96	3	0	18	0	6	6	6	0	0	0	0	0	187,500	31,250	48	65.053824	94	2	96	48	65.053824	94	2	0	0	0	0	0	60	0	31,250	0	6	6	6	0	0	0	1	0	0	8	6	0	60	3	18	0	0	389	-1	2	20	0	0	0	0	0	0	BENIGN	14,578
80	10,102,524	5	3	434	171	434	0	86.8	194.0907	171	0	57	98.726896	59.886025	0.791881	1,443,217.714286	3,772,643.509147	9,998,594	63	10,101,713	2,525,428.25	4,982,169.549947	9,998,594	99	10,052,324	5,026,162	7,033,363.464079	9,999,501	52,823	168	104	0.494926	0.296955	0	434	67.222222	148.714305	22,115.944444	1	0	0	0	75.625	86.8	57	168	5	434	3	171	29,200	118	1	32	103,119	103,119	9,998,594	0	9,998,594	9,998,594	BENIGN	199,879
443	255,511	7	8	3,981	4,387	2,195	0	568.714286	888.525504	1,460	0	548.375	614.182834	32,750.05773	58.705887	18,250.78571	32,544.11696	79,123	25	167,767	27,961.16667	39,450.1384	80,134	140	178,353	25,479	39,979.54963	89,260	55	152	172	27.396081	31.309807	0	2,195	523	715.109222	511,381.2	1	0	0	1	557.866667	568.714286	548.375	152	7	3,981	8	4,387	8,192	74	6	20	0	0	0	0	0	0	BENIGN	466,776
443	115,658,481	23	22	773	11,141	316	0	33.608696	76.34416	1,624	0	506.409091	690.318812	103.010172	0.389077	2,628,601.841	4,365,360.787	10,000,000	1	116,000,000	5,257,203.682	5,004,957.999	10,100,000	4	111,000,000	5,287,261.286	5,131,566.502	10,100,000	77	472	584	0.198861	0.190215	0	1,624	259	531.616487	282,616.0889	1	0	0	0	264.755556	33.608696	506.409091	472	23	773	22	11,141	8,192	123	22	20	402,083	50,316	10,000,000	2,372.830718	10,000,000	10,000,000	BENIGN	110,109
53	183	2	2	70	256	35	35	35	0	128	128	128	0	1,781,420.765	21,857.9235	61	99.594177	176	3	4	4	0	4	4	3	3	0	3	3	64	64	10,928.96175	10,928.96175	35	128	72.2	50.938198	2,594.7	0	0	0	1	90.25	35	128	64	2	70	2	256	-1	-1	1	32	0	0	0	0	0	0	BENIGN	254,443
39,114	4	2	0	0	0	0	0	0	0	0	0	0	0	0	500,000	4	0	4	4	4	4	0	4	4	0	0	0	0	0	64	0	500,000	0	0	0	0	0	0	0	1	0	0	0	0	0	64	2	0	0	0	357	-1	0	32	0	0	0	0	0	0	BENIGN	223,297
53	212	2	2	56	88	28	28	28	0	44	44	44	0	679,245.283	18,867.92453	70.666667	118.077658	207	1	4	4	0	4	4	1	1	0	1	1	40	40	9,433.962264	9,433.962264	28	44	34.4	8.763561	76.8	0	0	0	1	43	28	44	40	2	56	2	88	-1	-1	1	20	0	0	0	0	0	0	BENIGN	146,880
80	85,076,908	7	5	382	11,595	376	0	54.571429	141.754315	8,688	0	2,319	3,774.237539	140.778506	0.141049	7,734,264.364	25,600,000	84,900,000	1	84,900,000	14,200,000	34,700,000	84,900,000	1	154,227	38,556.75	68,154.6056	140,394	186	220	168	0.082278	0.05877	0	8,688	921.307692	2,466.022282	6,081,265.897	0	1	0	0	998.083333	54.571429	2,319	220	7	382	5	11,595	274	235	2	20	1,995	1,995	84,900,000	0	84,900,000	84,900,000	DoS Hulk	137,478
53	482	1	1	42	58	42	42	42	0	58	58	58	0	207,468.8797	4,149.377593	482	0	482	482	0	0	0	0	0	0	0	0	0	0	32	32	2,074.688797	2,074.688797	42	58	47.333333	9.237604	85.333333	0	0	0	1	71	42	58	32	1	42	1	58	-1	-1	0	32	0	0	0	0	0	0	BENIGN	135,147
80	100,161,653	5	7	362	11,595	350	0	72.4	155.212113	5,792	0	1,656.428571	2,120.732252	119.377024	0.119806	9,105,604.818	30,100,000	100,000,000	10	100,000,000	25,000,000	50,000,000	100,000,000	10	100,000,000	16,700,000	40,800,000	100,000,000	46	144	232	0.049919	0.069887	0	5,792	920.230769	1,715.255285	2,942,100.692	0	0	0	1	996.916667	72.4	1,656.428571	144	5	362	7	11,595	0	235	2	20	11,010	11,010	100,000,000	0	100,000,000	100,000,000	DoS Hulk	109,153
53	48,319	2	2	66	500	33	33	33	0	250	250	250	0	11,713.81858	82.78317	16,106.33333	27,851.0974	48,266	4	49	49	0	49	49	4	4	0	4	4	52	64	41.391585	41.391585	33	250	119.8	118.855795	14,126.7	0	0	0	1	149.75	33	250	52	2	66	2	500	-1	-1	1	20	0	0	0	0	0	0	BENIGN	614,491
53	150	2	2	56	88	28	28	28	0	44	44	44	0	960,000	26,666.66667	50	47.031904	98	4	4	4	0	4	4	48	48	0	48	48	64	64	13,333.33333	13,333.33333	28	44	34.4	8.763561	76.8	0	0	0	1	43	28	44	64	2	56	2	88	-1	-1	1	32	0	0	0	0	0	0	BENIGN	232,412
53	46,850	1	1	49	148	49	49	49	0	148	148	148	0	4,204.909285	42.689434	46,850	0	46,850	46,850	0	0	0	0	0	0	0	0	0	0	32	32	21.344717	21.344717	49	148	82	57.157677	3,267	0	0	0	1	123	49	148	32	1	49	1	148	-1	-1	0	32	0	0	0	0	0	0	BENIGN	167,594
53	31,037	2	2	80	336	40	40	40	0	168	168	168	0	13,403.357283	128.878435	10,345.666667	17,876.800506	30,988	1	1	1	0	1	1	48	48	0	48	48	80	64	64.439218	64.439218	40	168	91.2	70.108487	4,915.2	0	0	0	1	114	40	168	80	2	80	2	336	-1	-1	1	40	0	0	0	0	0	0	BENIGN	425,358
13,782	106	2	2	4	12	2	2	2	0	6	6	6	0	150,943.3962	37,735.84906	35.333333	23.671361	49	8	49	49	0	49	49	49	49	0	49	49	48	40	18,867.92453	18,867.92453	2	6	3.6	2.19089	4.8	1	0	0	1	4.5	2	6	48	2	4	2	12	1,024	0	1	24	0	0	0	0	0	0	BENIGN	135,180
80	84,612,298	7	8	384	11,595	360	0	54.857143	134.585077	4,344	0	1,449.375	1,547.981999	141.575164	0.177279	6,043,735.571	22,600,000	84,500,000	5	84,500,000	14,100,000	34,500,000	84,500,000	5	84,600,000	12,100,000	31,900,000	84,500,000	48	184	264	0.08273	0.094549	0	4,344	749.0625	1,284.043274	1,648,767.129	0	0	0	1	799	54.857143	1,449.375	184	7	384	8	11,595	0	235	4	20	10,995	10,995	84,500,000	0	84,500,000	84,500,000	DoS Hulk	210,560
22	209	1	1	6	6	6	6	6	0	6	6	6	0	57,416.26794	9,569.37799	209	0	209	209	0	0	0	0	0	0	0	0	0	0	20	20	4,784.688995	4,784.688995	6	6	6	0	0	0	1	1	1	9	6	6	20	1	6	1	6	256	245	0	20	0	0	0	0	0	0	BENIGN	338,378
53	47,556	1	1	43	59	43	43	43	0	59	59	59	0	2,144.839768	42.055682	47,556	0	47,556	47,556	0	0	0	0	0	0	0	0	0	0	32	32	21.027841	21.027841	43	59	48.333333	9.237604	85.333333	0	0	0	1	72.5	43	59	32	1	43	1	59	-1	-1	0	32	0	0	0	0	0	0	BENIGN	237,899
53	173	2	2	154	250	77	77	77	0	125	125	125	0	2,335,260.116	23,121.38728	57.666667	93.820751	166	3	4	4	0	4	4	3	3	0	3	3	64	64	11,560.69364	11,560.69364	77	125	96.2	26.290683	691.2	0	0	0	1	120.25	77	125	64	2	154	2	250	-1	-1	1	32	0	0	0	0	0	0	BENIGN	188,142
53	91,580	2	2	70	398	35	35	35	0	199	199	199	0	5,110.286089	43.677659	30,526.66667	52,828.70891	91,528	4	48	48	0	48	48	4	4	0	4	4	64	80	21.838829	21.838829	35	199	100.6	89.826499	8,068.8	0	0	0	1	125.75	35	199	64	2	70	2	398	-1	-1	1	32	0	0	0	0	0	0	BENIGN	186,735
57,088	142	1	2	0	0	0	0	0	0	0	0	0	0	0	21,126.76056	71	98.994949	141	1	0	0	0	0	0	1	1	0	1	1	20	40	7,042.253521	14,084.50704	0	0	0	0	0	0	1	1	2	0	0	0	20	1	0	2	0	389	256	0	20	0	0	0	0	0	0	BENIGN	326,233
53	340	2	2	88	662	44	44	44	0	331	331	331	0	2,205,882.353	11,764.70588	113.333333	191.102939	334	3	3	3	0	3	3	3	3	0	3	3	40	40	5,882.352941	5,882.352941	44	331	158.8	157.196374	24,710.7	0	0	0	1	198.5	44	331	40	2	88	2	662	-1	-1	1	20	0	0	0	0	0	0	BENIGN	467,335
52,075	31	1	1	0	0	0	0	0	0	0	0	0	0	0	64,516.12903	31	0	31	31	0	0	0	0	0	0	0	0	0	0	20	20	32,258.06452	32,258.06452	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	BENIGN	344,433
53	46,505	4	2	136	160	34	34	34	0	80	80	80	0	6,364.906999	129.018385	9,301	13,744.24285	30,571	3	30,577	10,192.33333	17,648.44303	30,571	3	4	4	0	4	4	104	64	86.012257	43.006128	34	80	47.142857	22.445702	503.809524	0	0	0	0	55	34	80	104	4	136	2	160	-1	-1	3	20	0	0	0	0	0	0	BENIGN	40,344
53	63,393,269	2	2	110	199	56	54	55	1.414214	127	72	99.5	38.890873	4.874335	0.063098	21,100,000	36,500,000	63,300,000	23,508	63,400,000	63,400,000	0	63,400,000	63,400,000	63,300,000	63,300,000	0	63,300,000	63,300,000	64	52	0.031549	0.031549	54	127	72.6	31.333688	981.8	0	0	0	1	90.75	55	99.5	64	2	110	2	199	-1	-1	1	32	47,732	47,732	63,300,000	0	63,300,000	63,300,000	BENIGN	204,717
53	195	2	2	78	110	39	39	39	0	55	55	55	0	964,102.5641	20,512.82051	65	28.583212	98	48	48	48	0	48	48	49	49	0	49	49	64	40	10,256.41026	10,256.41026	39	55	45.4	8.763561	76.8	0	0	0	1	56.75	39	55	64	2	78	2	110	-1	-1	1	32	0	0	0	0	0	0	BENIGN	68,818
53	142,809	1	1	62	90	62	62	62	0	90	90	90	0	1,064.358689	14.00472	142,809	0	142,809	142,809	0	0	0	0	0	0	0	0	0	0	32	20	7.00236	7.00236	62	90	71.333333	16.165808	261.333333	0	0	0	1	107	62	90	32	1	62	1	90	-1	-1	0	32	0	0	0	0	0	0	BENIGN	26,837
2,062	999,794	2	0	0	0	0	0	0	0	0	0	0	0	0	2.000412	999,794	0	999,794	999,794	999,794	999,794	0	999,794	999,794	0	0	0	0	0	40	0	2.000412	0	0	0	0	0	0	0	1	0	0	0	0	0	40	2	0	0	0	4,969	-1	0	20	0	0	0	0	0	0	BENIGN	9,118
53	31,081	4	4	148	212	37	37	37	0	53	53	53	0	11,582.63891	257.391976	4,440.142857	11,613.80636	30,777	1	30,784	10,261.33333	17,767.08852	30,777	3	50	16.666667	27.135463	48	1	80	80	128.695988	128.695988	37	53	44.111111	8.43274	71.111111	0	0	0	1	49.625	37	53	80	4	148	4	212	-1	-1	3	20	0	0	0	0	0	0	BENIGN	501,375
45,676	47	1	1	0	0	0	0	0	0	0	0	0	0	0	42,553.19149	47	0	47	47	0	0	0	0	0	0	0	0	0	0	32	32	21,276.59574	21,276.59574	0	0	0	0	0	0	1	0	1	0	0	0	32	1	0	1	0	720	256	0	32	0	0	0	0	0	0	BENIGN	599,584
9,200	49	1	1	2	6	2	2	2	0	6	6	6	0	163,265.3061	40,816.32653	49	0	49	49	0	0	0	0	0	0	0	0	0	0	24	20	20,408.16327	20,408.16327	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	111,780
40,800	511	2	0	12	0	6	6	6	0	0	0	0	0	23,483.36595	3,913.894325	511	0	511	511	511	511	0	511	511	0	0	0	0	0	40	0	3,913.894325	0	6	6	6	0	0	0	1	0	0	9	6	0	40	2	12	0	0	502	-1	1	20	0	0	0	0	0	0	BENIGN	12,604
53	31,167	2	2	60	158	30	30	30	0	79	79	79	0	6,994.577598	128.340873	10,389	17,990.81177	31,163	1	1	1	0	1	1	3	3	0	3	3	64	40	64.170437	64.170437	30	79	49.6	26.838405	720.3	0	0	0	1	62	30	79	64	2	60	2	158	-1	-1	1	32	0	0	0	0	0	0	BENIGN	382,852
53	47,431	1	1	50	157	50	50	50	0	157	157	157	0	4,364.234361	42.166516	47,431	0	47,431	47,431	0	0	0	0	0	0	0	0	0	0	20	20	21.083258	21.083258	50	157	85.666667	61.776479	3,816.333333	0	0	0	1	128.5	50	157	20	1	50	1	157	-1	-1	0	20	0	0	0	0	0	0	BENIGN	89,958
37,474	111	1	1	0	0	0	0	0	0	0	0	0	0	0	18,018.01802	111	0	111	111	0	0	0	0	0	0	0	0	0	0	32	32	9,009.009009	9,009.009009	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	BENIGN	424,554
443	47,316	5	0	46	0	46	0	9.2	20.571825	0	0	0	0	972.186998	105.6725	11,829	21,311.77516	43,698	3	47,316	11,829	21,311.77516	43,698	3	0	0	0	0	0	160	0	105.6725	0	0	46	7.666667	18.779421	352.666667	0	1	0	0	9.2	9.2	0	160	5	46	0	0	332	-1	1	32	0	0	0	0	0	0	BENIGN	105,116
53	131,033	2	2	60	236	30	30	30	0	118	118	118	0	2,258.97293	30.526661	43,677.66667	75,646.74168	131,027	2	4	4	0	4	4	2	2	0	2	2	64	64	15.263331	15.263331	30	118	65.2	48.199585	2,323.2	0	0	0	1	81.5	30	118	64	2	60	2	236	-1	-1	1	32	0	0	0	0	0	0	BENIGN	27,963
53	160,566	2	2	64	242	32	32	32	0	121	121	121	0	1,905.75838	24.911874	53,522	92,696.76115	160,559	3	3	3	0	3	3	4	4	0	4	4	64	40	12.455937	12.455937	32	121	67.6	48.747308	2,376.3	0	0	0	1	84.5	32	121	64	2	64	2	242	-1	-1	1	32	0	0	0	0	0	0	BENIGN	48,428
55,586	49	1	1	0	0	0	0	0	0	0	0	0	0	0	40,816.32653	49	0	49	49	0	0	0	0	0	0	0	0	0	0	20	20	20,408.16327	20,408.16327	0	0	0	0	0	0	1	1	1	0	0	0	20	1	0	1	0	119	252	0	20	0	0	0	0	0	0	BENIGN	334,229
53	186	2	2	66	140	33	33	33	0	70	70	70	0	1,107,526.882	21,505.37634	62	66.775744	135	4	47	47	0	47	47	4	4	0	4	4	80	80	10,752.68817	10,752.68817	33	70	47.8	20.265735	410.7	0	0	0	1	59.75	33	70	80	2	66	2	140	-1	-1	1	40	0	0	0	0	0	0	BENIGN	627,161
443	16,095,858	11	10	1,045	6,750	682	0	95	204.939503	1,669	0	675	721.394791	484.286082	1.304683	804,792.9	2,515,825.353	10,000,000	40	16,100,000	1,609,585.8	3,462,366.098	10,000,000	615	16,000,000	1,782,778	3,633,715.225	10,100,000	192	232	224	0.683406	0.621278	0	1,669	354.318182	577.239357	333,205.2749	1	0	0	0	371.190476	95	675	232	11	1,045	10	6,750	8,192	115	10	20	287,389	50,591	7,878,786.5	3,007,550.707	10,000,000	5,752,127	BENIGN	109,233
443	67,382,357	267	300	10,694	477,968	389	0	40.052434	57.451688	4,380	0	1,593.226667	1,085.981979	7,252.076386	8.414666	119,050.1007	2,468,101.655	58,700,000	0	67,400,000	253,317.1316	3,599,108.96	58,700,000	2	67,100,000	224,510.3144	3,410,410.854	58,900,000	1	5,352	6,012	3.962462	4.452204	0	4,380	860.320423	1,107.167184	1,225,819.174	1	0	0	1	861.837743	40.052434	1,593.226667	5,352	267	10,694	300	477,968	8,192	1,181	266	20	8,462,404	8,462,404	58,700,000	0	58,700,000	58,700,000	BENIGN	397,544
443	9,001,600	3	0	0	0	0	0	0	0	0	0	0	0	0	0.333274	4,500,800	2,120,743.344	6,000,392	3,001,208	9,001,600	4,500,800	2,120,743.344	6,000,392	3,001,208	0	0	0	0	0	92	0	0.333274	0	0	0	0	0	0	1	0	0	0	0	0	0	92	3	0	0	0	8,192	-1	0	28	3,001,208	3,001,208	6,000,392	0	6,000,392	6,000,392	BENIGN	222,206
80	98,960,775	9	7	290	11,595	290	0	32.222222	96.666667	5,792	0	1,656.428571	2,119.480114	120.098089	0.16168	6,597,385	25,600,000	99,000,000	1	99,000,000	12,400,000	35,000,000	99,000,000	1	2,510	418.333333	805.169465	2,055	2	296	232	0.090945	0.070735	0	5,792	699.117647	1,539.775791	2,370,909.485	0	1	0	0	742.8125	32.222222	1,656.428571	296	9	290	7	11,595	251	235	1	32	3,027	3,027	99,000,000	0	99,000,000	99,000,000	DoS Hulk	157,245
705	48	1	1	2	6	2	2	2	0	6	6	6	0	166,666.6667	41,666.66667	48	0	48	48	0	0	0	0	0	0	0	0	0	0	24	20	20,833.33333	20,833.33333	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	276,977
53,697	426	2	1	0	0	0	0	0	0	0	0	0	0	0	7,042.253521	213	289.91378	418	8	426	426	0	426	426	0	0	0	0	0	40	20	4,694.835681	2,347.41784	0	0	0	0	0	0	1	0	0	0	0	0	40	2	0	1	0	114	255	0	20	0	0	0	0	0	0	BENIGN	103,454
53	31,253	4	2	192	228	48	48	48	0	114	114	114	0	13,438.709884	191.98157	6,250.6	13,729.506994	30,809	3	30,816	10,272	17,785.563725	30,809	3	49	49	0	49	49	80	40	127.987713	63.993857	48	114	66.857143	32.204702	1,037.142857	0	0	0	0	78	48	114	80	4	192	2	228	-1	-1	3	20	0	0	0	0	0	0	BENIGN	409,262

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