vansh11/Network_Anomaly_Detection · Datasets at Hugging Face

text stringlengths 140 168
0,tcp,ftp_data,SF,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,102,51,0.45,0.07,0.45,0.04,0.00,0.00,0.00,0.00,normal,17
1,tcp,smtp,SF,649,326,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,51,40,0.78,0.08,0.02,0.00,0.00,0.00,0.00,0.00,normal,21
4,tcp,pop_2,SF,6,147,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,1,0.00,0.04,0.00,0.00,0.00,0.00,0.01,0.00,satan,5
0,icmp,urp_i,SF,183,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,1,0.00,0.00,0.00,0.00,0.50,1.00,0.00,255,21,0.08,0.01,0.10,0.00,0.00,0.00,0.00,0.00,normal,19
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,408,408,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,1.00,0.00,0.00,0.00,0.00,0.00,smurf,20
0,tcp,http,SF,199,176,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,21,23,0.00,0.00,0.00,0.00,1.00,0.00,0.13,21,255,1.00,0.00,0.05,0.05,0.00,0.01,0.00,0.00,normal,21
0,tcp,courier,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,104,9,1.00,1.00,0.00,0.00,0.09,0.06,0.00,255,9,0.04,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19
0,tcp,http,SF,309,2239,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,7,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,249,0.98,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,119,23,1.00,1.00,0.00,0.00,0.19,0.04,0.00,255,23,0.09,0.04,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,efs,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,146,20,1.00,1.00,0.00,0.00,0.14,0.06,0.00,255,20,0.08,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,tcp,http,SF,223,2459,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,6,6,0.00,0.00,0.00,0.00,1.00,0.00,0.00,6,255,1.00,0.00,0.17,0.03,0.00,0.00,0.00,0.00,normal,21
10,tcp,http,SF,54540,8314,0,0,0,2,0,1,1,0,0,0,0,0,0,0,0,0,3,3,0.00,0.00,0.00,0.00,1.00,0.00,0.00,22,22,1.00,0.00,0.05,0.00,0.00,0.00,0.36,0.36,back,12
0,tcp,http,SF,277,1274,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,6,6,0.00,0.00,0.00,0.00,1.00,0.00,0.00,74,255,1.00,0.00,0.01,0.02,0.00,0.00,0.01,0.02,normal,21
0,tcp,uucp_path,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,173,19,1.00,1.00,0.00,0.00,0.11,0.06,0.00,255,19,0.07,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18
0,tcp,hostnames,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,285,13,1.00,1.00,0.00,0.00,0.05,0.06,0.00,255,10,0.04,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19
0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,25,0.00,0.00,0.00,0.00,1.00,0.00,1.00,1,86,1.00,0.00,1.00,0.51,0.00,0.00,0.00,0.00,ipsweep,17
0,udp,domain_u,SF,43,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,158,240,0.00,0.00,0.00,0.00,1.00,0.00,0.02,255,255,1.00,0.00,0.01,0.00,0.00,0.00,0.00,0.00,normal,18
0,tcp,http,SF,297,3805,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,19,255,1.00,0.00,0.05,0.03,0.00,0.00,0.00,0.00,normal,21
37028,tcp,private,RSTR,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,1.00,1.00,1.00,0.00,0.00,255,2,0.01,0.50,1.00,0.00,0.00,0.00,1.00,1.00,portsweep,15
0,tcp,http,SF,283,3091,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,6,255,1.00,0.00,0.17,0.04,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,220,17282,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,2,255,1.00,0.00,0.50,0.04,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,282,761,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,25,26,0.00,0.00,0.00,0.00,1.00,0.00,0.08,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,178,25,1.00,1.00,0.00,0.00,0.14,0.04,0.00,255,25,0.10,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,214,7,1.00,1.00,0.00,0.00,0.03,0.06,0.00,255,10,0.04,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,http,SF,293,8390,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,5,5,0.00,0.00,0.00,0.00,1.00,0.00,0.00,5,255,1.00,0.00,0.20,0.04,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,251,2015,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,15,15,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.01,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,other,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,1.00,1.00,1.00,0.00,0.00,23,23,1.00,0.00,0.04,0.00,0.00,0.00,1.00,1.00,normal,19
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,144,16,0.00,0.00,1.00,1.00,0.11,0.06,0.00,255,16,0.06,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,102,11,1.00,1.00,0.00,0.00,0.11,0.07,0.00,154,11,0.07,0.07,0.01,0.00,1.00,1.00,0.00,0.00,neptune,18
0,tcp,echo,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,257,20,1.00,1.00,0.00,0.00,0.08,0.05,0.00,255,20,0.08,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
14,udp,private,SF,105,147,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,13,13,1.00,0.00,0.15,0.00,0.00,0.00,0.00,0.00,normal,19
32304,tcp,private,RSTR,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,1.00,1.00,1.00,0.00,0.00,255,2,0.01,0.81,1.00,0.00,0.00,0.00,1.00,1.00,portsweep,15
4,udp,private,SF,105,146,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,62,52,0.84,0.03,0.05,0.00,0.00,0.00,0.00,0.00,normal,20
0,tcp,http,SF,314,449,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,17,25,0.00,0.00,0.00,0.00,1.00,0.00,0.16,255,255,1.00,0.00,0.01,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,ftp_data,SF,3775,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,24,24,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,69,0.27,0.03,0.27,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,name,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,276,8,1.00,1.00,0.00,0.00,0.03,0.06,0.00,255,8,0.03,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,272,14,1.00,1.00,0.00,0.00,0.05,0.06,0.00,255,14,0.05,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,udp,domain_u,SF,43,107,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,255,236,0.93,0.01,0.00,0.00,0.00,0.00,0.02,0.00,normal,18
0,tcp,supdup,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,64,16,1.00,1.00,0.00,0.00,0.25,0.09,0.00,255,17,0.07,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18
0,tcp,http,SF,296,212,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,185,255,1.00,0.00,0.01,0.02,0.00,0.00,0.00,0.00,normal,21
1,tcp,ftp,SF,1210,2449,0,0,0,28,0,1,0,0,0,0,0,0,0,0,0,1,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,208,36,0.17,0.02,0.00,0.00,0.00,0.00,0.01,0.00,warezclient,8
1,tcp,private,RSTR,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,118,2,0.00,0.00,1.00,1.00,0.02,0.56,0.00,255,2,0.01,0.26,0.46,0.00,0.00,0.00,0.53,1.00,portsweep,21
0,tcp,http,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.50,0.50,0.00,0.00,1.00,0.00,0.00,13,255,1.00,0.00,0.15,0.04,0.08,0.01,0.00,0.00,normal,18
0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,16,0.00,0.00,0.00,0.00,1.00,0.00,1.00,1,51,1.00,0.00,1.00,0.53,0.00,0.00,0.00,0.00,ipsweep,17
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,204,14,1.00,1.00,0.00,0.00,0.07,0.05,0.00,255,6,0.02,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,1.00,1.00,1.00,0.00,0.00,2,1,0.50,1.00,0.50,0.00,0.00,0.00,0.50,1.00,normal,9
0,tcp,http,SF,297,1075,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,8,0.00,0.00,0.00,0.00,1.00,0.00,0.50,255,251,0.98,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,ftp,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,144,16,1.00,1.00,0.00,0.00,0.11,0.06,0.00,255,10,0.04,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,tcp,finger,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,273,8,1.00,1.00,0.00,0.00,0.03,0.05,0.00,255,8,0.03,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,tcp,http,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,1.00,1.00,1.00,0.00,0.00,3,219,1.00,0.00,0.33,0.15,0.00,0.00,1.00,1.00,normal,21
1,tcp,smtp,SF,1500,327,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,54,240,0.87,0.04,0.02,0.01,0.00,0.00,0.00,0.00,normal,21
0,udp,domain_u,SF,43,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,230,230,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.01,0.00,0.00,0.00,0.00,0.00,normal,18
0,tcp,http,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,1,1.00,1.00,0.00,0.00,0.50,1.00,0.00,242,61,0.25,0.02,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,88,10,1.00,1.00,0.00,0.00,0.11,0.06,0.00,255,19,0.07,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,tcp,nnsp,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,86,19,0.00,0.00,1.00,1.00,0.22,0.07,0.00,255,19,0.07,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,19
0,tcp,http,SF,251,5703,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,14,29,0.00,0.00,0.00,0.00,1.00,0.00,0.07,33,255,1.00,0.00,0.03,0.03,0.00,0.00,0.00,0.00,normal,21
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,240,14,1.00,1.00,0.00,0.00,0.06,0.06,0.00,255,14,0.05,0.09,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,http,SF,308,1875,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,8,255,1.00,0.00,0.12,0.04,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,S2,314,24854,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,1.00,1.00,0.00,0.00,1.00,0.00,0.00,1,255,1.00,0.00,1.00,0.03,1.00,0.00,0.00,0.00,normal,18
0,tcp,sql_net,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,12,1,1.00,1.00,0.00,0.00,0.08,0.50,0.00,255,12,0.05,0.09,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18
0,icmp,eco_i,SF,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,2,22,1.00,0.00,1.00,0.27,0.00,0.00,0.00,0.00,ipsweep,18
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,128,11,1.00,1.00,0.00,0.00,0.09,0.06,0.00,255,20,0.08,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,http,SF,219,882,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,47,47,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,finger,SF,7,136,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,153,13,0.08,0.02,0.01,0.00,0.00,0.00,0.00,0.00,normal,21
0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,12,0.00,0.00,0.00,0.00,1.00,0.00,1.00,2,40,1.00,0.00,1.00,0.50,0.00,0.00,0.00,0.00,ipsweep,15
0,tcp,domain,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,273,15,1.00,1.00,0.00,0.00,0.05,0.06,0.00,255,18,0.07,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,tcp,http,SF,205,288,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,19,44,0.00,0.00,0.00,0.00,1.00,0.00,0.14,197,255,1.00,0.00,0.01,0.02,0.00,0.00,0.00,0.00,normal,21
0,tcp,ftp_data,SF,1109,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,134,0.53,0.01,0.53,0.00,0.00,0.01,0.00,0.00,normal,20
0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,30,0.00,0.00,0.00,0.00,1.00,0.00,1.00,1,53,1.00,0.00,1.00,0.51,0.00,0.00,0.00,0.00,ipsweep,18
0,tcp,private,RSTR,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,1.00,1.00,1.00,0.00,0.00,255,1,0.00,0.78,0.78,0.00,0.00,0.00,0.77,1.00,portsweep,18
0,tcp,imap4,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,251,9,1.00,1.00,0.00,0.00,0.04,0.06,0.00,255,9,0.04,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,smtp,SF,697,326,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,38,41,0.74,0.13,0.03,0.05,0.00,0.00,0.00,0.00,normal,21
0,tcp,efs,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,128,6,1.00,1.00,0.00,0.00,0.05,0.06,0.00,255,20,0.08,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18
0,tcp,finger,SF,10,225,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,30,19,0.10,0.13,0.03,0.11,0.00,0.00,0.00,0.00,normal,21
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,97,9,1.00,1.00,0.00,0.00,0.09,0.06,0.00,255,9,0.04,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,udp,private,SF,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10,1,0.00,0.00,0.00,0.00,0.10,0.80,0.00,255,1,0.00,0.27,1.00,0.00,0.00,0.00,0.00,0.00,satan,18
0,tcp,csnet_ns,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,240,20,1.00,1.00,0.00,0.00,0.08,0.06,0.00,255,20,0.08,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,113,19,1.00,1.00,0.00,0.00,0.17,0.06,0.00,255,14,0.05,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,finger,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,296,23,1.00,1.00,0.00,0.00,0.08,0.05,0.00,255,23,0.09,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,tcp,http,SF,207,1421,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,17,17,0.00,0.00,0.00,0.00,1.00,0.00,0.00,17,255,1.00,0.00,0.06,0.06,0.00,0.00,0.00,0.01,normal,21
0,tcp,http,SF,293,707,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,20,49,0.00,0.00,0.00,0.00,1.00,0.00,0.08,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,bgp,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,172,14,1.00,1.00,0.00,0.00,0.08,0.06,0.00,255,14,0.05,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18
0,tcp,http,SF,286,1188,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,16,16,0.00,0.00,0.00,0.00,1.00,0.00,0.00,16,16,1.00,0.00,0.06,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,ftp_data,SF,245,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,1,0.00,0.00,0.00,0.00,0.50,1.00,0.00,255,78,0.31,0.03,0.31,0.00,0.00,0.00,0.00,0.00,normal,20
0,tcp,http,SF,207,325,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,11,34,0.00,0.00,0.00,0.00,1.00,0.00,0.06,113,255,1.00,0.00,0.01,0.02,0.00,0.00,0.01,0.00,normal,21
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,189,5,1.00,1.00,0.00,0.00,0.03,0.06,0.00,255,16,0.06,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19
0,tcp,http,SF,216,384,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,10,10,0.00,0.00,0.00,0.00,1.00,0.00,0.00,93,255,1.00,0.00,0.01,0.03,0.00,0.00,0.00,0.00,normal,21
0,tcp,smtp,SF,125,236,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,99,88,0.28,0.72,0.01,0.02,0.00,0.00,0.66,0.00,normal,20
0,tcp,uucp,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,1.00,1.00,0.00,0.00,1.00,0.00,0.00,255,2,0.01,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19
0,tcp,http,SF,323,337,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
1,tcp,smtp,SF,722,330,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,68,49,0.72,0.07,0.01,0.00,0.01,0.00,0.00,0.00,normal,21
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,59,0.23,0.02,0.23,0.00,0.02,0.00,0.00,0.00,smurf,19
0,tcp,iso_tsap,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,264,13,1.00,1.00,0.00,0.00,0.05,0.06,0.00,255,13,0.05,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,tcp,smtp,SF,1064,388,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,50,33,0.66,0.10,0.02,0.00,0.04,0.00,0.06,0.00,normal,21
1527,udp,other,SF,146,105,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,2,0.01,0.42,0.73,0.00,0.00,0.00,0.00,0.00,normal,21
4,tcp,smtp,SF,910,329,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,59,164,0.42,0.07,0.02,0.02,0.00,0.01,0.00,0.00,normal,21
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,1,0.00,0.00,1.00,1.00,0.50,1.00,0.00,255,1,0.00,0.45,0.39,0.00,0.13,0.00,0.40,1.00,portsweep,20
0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,41,0.00,0.00,0.00,0.00,1.00,0.00,1.00,2,152,1.00,0.00,1.00,0.50,0.00,0.00,0.00,0.00,ipsweep,16
0,tcp,echo,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,183,8,1.00,1.00,0.00,0.00,0.04,0.06,0.00,255,8,0.03,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,140,11,1.00,1.00,0.00,0.00,0.08,0.06,0.00,255,7,0.03,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,ftp_data,SF,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,102,51,0.45,0.07,0.45,0.04,0.00,0.00,0.00,0.00,normal,17

1,tcp,smtp,SF,649,326,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,51,40,0.78,0.08,0.02,0.00,0.00,0.00,0.00,0.00,normal,21

4,tcp,pop_2,SF,6,147,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,1,0.00,0.04,0.00,0.00,0.00,0.00,0.01,0.00,satan,5

0,icmp,urp_i,SF,183,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,1,0.00,0.00,0.00,0.00,0.50,1.00,0.00,255,21,0.08,0.01,0.10,0.00,0.00,0.00,0.00,0.00,normal,19

0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,408,408,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,1.00,0.00,0.00,0.00,0.00,0.00,smurf,20

0,tcp,http,SF,199,176,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,21,23,0.00,0.00,0.00,0.00,1.00,0.00,0.13,21,255,1.00,0.00,0.05,0.05,0.00,0.01,0.00,0.00,normal,21

0,tcp,courier,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,104,9,1.00,1.00,0.00,0.00,0.09,0.06,0.00,255,9,0.04,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19

0,tcp,http,SF,309,2239,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,7,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,249,0.98,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,119,23,1.00,1.00,0.00,0.00,0.19,0.04,0.00,255,23,0.09,0.04,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,efs,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,146,20,1.00,1.00,0.00,0.00,0.14,0.06,0.00,255,20,0.08,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,tcp,http,SF,223,2459,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,6,6,0.00,0.00,0.00,0.00,1.00,0.00,0.00,6,255,1.00,0.00,0.17,0.03,0.00,0.00,0.00,0.00,normal,21

10,tcp,http,SF,54540,8314,0,0,0,2,0,1,1,0,0,0,0,0,0,0,0,0,3,3,0.00,0.00,0.00,0.00,1.00,0.00,0.00,22,22,1.00,0.00,0.05,0.00,0.00,0.00,0.36,0.36,back,12

0,tcp,http,SF,277,1274,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,6,6,0.00,0.00,0.00,0.00,1.00,0.00,0.00,74,255,1.00,0.00,0.01,0.02,0.00,0.00,0.01,0.02,normal,21

0,tcp,uucp_path,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,173,19,1.00,1.00,0.00,0.00,0.11,0.06,0.00,255,19,0.07,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18

0,tcp,hostnames,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,285,13,1.00,1.00,0.00,0.00,0.05,0.06,0.00,255,10,0.04,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19

0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,25,0.00,0.00,0.00,0.00,1.00,0.00,1.00,1,86,1.00,0.00,1.00,0.51,0.00,0.00,0.00,0.00,ipsweep,17

0,udp,domain_u,SF,43,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,158,240,0.00,0.00,0.00,0.00,1.00,0.00,0.02,255,255,1.00,0.00,0.01,0.00,0.00,0.00,0.00,0.00,normal,18

0,tcp,http,SF,297,3805,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,19,255,1.00,0.00,0.05,0.03,0.00,0.00,0.00,0.00,normal,21

37028,tcp,private,RSTR,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,1.00,1.00,1.00,0.00,0.00,255,2,0.01,0.50,1.00,0.00,0.00,0.00,1.00,1.00,portsweep,15

0,tcp,http,SF,283,3091,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,6,255,1.00,0.00,0.17,0.04,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,220,17282,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,2,255,1.00,0.00,0.50,0.04,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,282,761,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,25,26,0.00,0.00,0.00,0.00,1.00,0.00,0.08,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,178,25,1.00,1.00,0.00,0.00,0.14,0.04,0.00,255,25,0.10,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,214,7,1.00,1.00,0.00,0.00,0.03,0.06,0.00,255,10,0.04,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,http,SF,293,8390,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,5,5,0.00,0.00,0.00,0.00,1.00,0.00,0.00,5,255,1.00,0.00,0.20,0.04,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,251,2015,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,15,15,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.01,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,other,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,1.00,1.00,1.00,0.00,0.00,23,23,1.00,0.00,0.04,0.00,0.00,0.00,1.00,1.00,normal,19

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,144,16,0.00,0.00,1.00,1.00,0.11,0.06,0.00,255,16,0.06,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,102,11,1.00,1.00,0.00,0.00,0.11,0.07,0.00,154,11,0.07,0.07,0.01,0.00,1.00,1.00,0.00,0.00,neptune,18

0,tcp,echo,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,257,20,1.00,1.00,0.00,0.00,0.08,0.05,0.00,255,20,0.08,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

14,udp,private,SF,105,147,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,13,13,1.00,0.00,0.15,0.00,0.00,0.00,0.00,0.00,normal,19

32304,tcp,private,RSTR,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,1.00,1.00,1.00,0.00,0.00,255,2,0.01,0.81,1.00,0.00,0.00,0.00,1.00,1.00,portsweep,15

4,udp,private,SF,105,146,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,62,52,0.84,0.03,0.05,0.00,0.00,0.00,0.00,0.00,normal,20

0,tcp,http,SF,314,449,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,17,25,0.00,0.00,0.00,0.00,1.00,0.00,0.16,255,255,1.00,0.00,0.01,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,ftp_data,SF,3775,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,24,24,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,69,0.27,0.03,0.27,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,name,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,276,8,1.00,1.00,0.00,0.00,0.03,0.06,0.00,255,8,0.03,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,272,14,1.00,1.00,0.00,0.00,0.05,0.06,0.00,255,14,0.05,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,udp,domain_u,SF,43,107,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,255,236,0.93,0.01,0.00,0.00,0.00,0.00,0.02,0.00,normal,18

0,tcp,supdup,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,64,16,1.00,1.00,0.00,0.00,0.25,0.09,0.00,255,17,0.07,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18

0,tcp,http,SF,296,212,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,185,255,1.00,0.00,0.01,0.02,0.00,0.00,0.00,0.00,normal,21

1,tcp,ftp,SF,1210,2449,0,0,0,28,0,1,0,0,0,0,0,0,0,0,0,1,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,208,36,0.17,0.02,0.00,0.00,0.00,0.00,0.01,0.00,warezclient,8

1,tcp,private,RSTR,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,118,2,0.00,0.00,1.00,1.00,0.02,0.56,0.00,255,2,0.01,0.26,0.46,0.00,0.00,0.00,0.53,1.00,portsweep,21

0,tcp,http,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.50,0.50,0.00,0.00,1.00,0.00,0.00,13,255,1.00,0.00,0.15,0.04,0.08,0.01,0.00,0.00,normal,18

0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,16,0.00,0.00,0.00,0.00,1.00,0.00,1.00,1,51,1.00,0.00,1.00,0.53,0.00,0.00,0.00,0.00,ipsweep,17

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,204,14,1.00,1.00,0.00,0.00,0.07,0.05,0.00,255,6,0.02,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,1.00,1.00,1.00,0.00,0.00,2,1,0.50,1.00,0.50,0.00,0.00,0.00,0.50,1.00,normal,9

0,tcp,http,SF,297,1075,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,8,0.00,0.00,0.00,0.00,1.00,0.00,0.50,255,251,0.98,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,ftp,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,144,16,1.00,1.00,0.00,0.00,0.11,0.06,0.00,255,10,0.04,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,tcp,finger,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,273,8,1.00,1.00,0.00,0.00,0.03,0.05,0.00,255,8,0.03,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,tcp,http,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,1.00,1.00,1.00,0.00,0.00,3,219,1.00,0.00,0.33,0.15,0.00,0.00,1.00,1.00,normal,21

1,tcp,smtp,SF,1500,327,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,54,240,0.87,0.04,0.02,0.01,0.00,0.00,0.00,0.00,normal,21

0,udp,domain_u,SF,43,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,230,230,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.01,0.00,0.00,0.00,0.00,0.00,normal,18

0,tcp,http,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,1,1.00,1.00,0.00,0.00,0.50,1.00,0.00,242,61,0.25,0.02,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,88,10,1.00,1.00,0.00,0.00,0.11,0.06,0.00,255,19,0.07,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,tcp,nnsp,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,86,19,0.00,0.00,1.00,1.00,0.22,0.07,0.00,255,19,0.07,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,19

0,tcp,http,SF,251,5703,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,14,29,0.00,0.00,0.00,0.00,1.00,0.00,0.07,33,255,1.00,0.00,0.03,0.03,0.00,0.00,0.00,0.00,normal,21

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,240,14,1.00,1.00,0.00,0.00,0.06,0.06,0.00,255,14,0.05,0.09,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,http,SF,308,1875,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,8,255,1.00,0.00,0.12,0.04,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,S2,314,24854,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,1.00,1.00,0.00,0.00,1.00,0.00,0.00,1,255,1.00,0.00,1.00,0.03,1.00,0.00,0.00,0.00,normal,18

0,tcp,sql_net,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,12,1,1.00,1.00,0.00,0.00,0.08,0.50,0.00,255,12,0.05,0.09,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18

0,icmp,eco_i,SF,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,2,22,1.00,0.00,1.00,0.27,0.00,0.00,0.00,0.00,ipsweep,18

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,128,11,1.00,1.00,0.00,0.00,0.09,0.06,0.00,255,20,0.08,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,http,SF,219,882,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,47,47,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,finger,SF,7,136,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,153,13,0.08,0.02,0.01,0.00,0.00,0.00,0.00,0.00,normal,21

0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,12,0.00,0.00,0.00,0.00,1.00,0.00,1.00,2,40,1.00,0.00,1.00,0.50,0.00,0.00,0.00,0.00,ipsweep,15

0,tcp,domain,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,273,15,1.00,1.00,0.00,0.00,0.05,0.06,0.00,255,18,0.07,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,tcp,http,SF,205,288,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,19,44,0.00,0.00,0.00,0.00,1.00,0.00,0.14,197,255,1.00,0.00,0.01,0.02,0.00,0.00,0.00,0.00,normal,21

0,tcp,ftp_data,SF,1109,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,134,0.53,0.01,0.53,0.00,0.00,0.01,0.00,0.00,normal,20

0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,30,0.00,0.00,0.00,0.00,1.00,0.00,1.00,1,53,1.00,0.00,1.00,0.51,0.00,0.00,0.00,0.00,ipsweep,18

0,tcp,private,RSTR,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,1.00,1.00,1.00,0.00,0.00,255,1,0.00,0.78,0.78,0.00,0.00,0.00,0.77,1.00,portsweep,18

0,tcp,imap4,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,251,9,1.00,1.00,0.00,0.00,0.04,0.06,0.00,255,9,0.04,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,smtp,SF,697,326,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,38,41,0.74,0.13,0.03,0.05,0.00,0.00,0.00,0.00,normal,21

0,tcp,efs,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,128,6,1.00,1.00,0.00,0.00,0.05,0.06,0.00,255,20,0.08,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18

0,tcp,finger,SF,10,225,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,30,19,0.10,0.13,0.03,0.11,0.00,0.00,0.00,0.00,normal,21

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,97,9,1.00,1.00,0.00,0.00,0.09,0.06,0.00,255,9,0.04,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,udp,private,SF,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10,1,0.00,0.00,0.00,0.00,0.10,0.80,0.00,255,1,0.00,0.27,1.00,0.00,0.00,0.00,0.00,0.00,satan,18

0,tcp,csnet_ns,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,240,20,1.00,1.00,0.00,0.00,0.08,0.06,0.00,255,20,0.08,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,113,19,1.00,1.00,0.00,0.00,0.17,0.06,0.00,255,14,0.05,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,finger,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,296,23,1.00,1.00,0.00,0.00,0.08,0.05,0.00,255,23,0.09,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,tcp,http,SF,207,1421,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,17,17,0.00,0.00,0.00,0.00,1.00,0.00,0.00,17,255,1.00,0.00,0.06,0.06,0.00,0.00,0.00,0.01,normal,21

0,tcp,http,SF,293,707,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,20,49,0.00,0.00,0.00,0.00,1.00,0.00,0.08,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,bgp,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,172,14,1.00,1.00,0.00,0.00,0.08,0.06,0.00,255,14,0.05,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18

0,tcp,http,SF,286,1188,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,16,16,0.00,0.00,0.00,0.00,1.00,0.00,0.00,16,16,1.00,0.00,0.06,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,ftp_data,SF,245,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,1,0.00,0.00,0.00,0.00,0.50,1.00,0.00,255,78,0.31,0.03,0.31,0.00,0.00,0.00,0.00,0.00,normal,20

0,tcp,http,SF,207,325,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,11,34,0.00,0.00,0.00,0.00,1.00,0.00,0.06,113,255,1.00,0.00,0.01,0.02,0.00,0.00,0.01,0.00,normal,21

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,189,5,1.00,1.00,0.00,0.00,0.03,0.06,0.00,255,16,0.06,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19

0,tcp,http,SF,216,384,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,10,10,0.00,0.00,0.00,0.00,1.00,0.00,0.00,93,255,1.00,0.00,0.01,0.03,0.00,0.00,0.00,0.00,normal,21

0,tcp,smtp,SF,125,236,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,99,88,0.28,0.72,0.01,0.02,0.00,0.00,0.66,0.00,normal,20

0,tcp,uucp,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,1.00,1.00,0.00,0.00,1.00,0.00,0.00,255,2,0.01,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19

0,tcp,http,SF,323,337,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

1,tcp,smtp,SF,722,330,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,68,49,0.72,0.07,0.01,0.00,0.01,0.00,0.00,0.00,normal,21

0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,59,0.23,0.02,0.23,0.00,0.02,0.00,0.00,0.00,smurf,19

0,tcp,iso_tsap,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,264,13,1.00,1.00,0.00,0.00,0.05,0.06,0.00,255,13,0.05,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,tcp,smtp,SF,1064,388,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,50,33,0.66,0.10,0.02,0.00,0.04,0.00,0.06,0.00,normal,21

1527,udp,other,SF,146,105,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,2,0.01,0.42,0.73,0.00,0.00,0.00,0.00,0.00,normal,21

4,tcp,smtp,SF,910,329,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,59,164,0.42,0.07,0.02,0.02,0.00,0.01,0.00,0.00,normal,21

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,1,0.00,0.00,1.00,1.00,0.50,1.00,0.00,255,1,0.00,0.45,0.39,0.00,0.13,0.00,0.40,1.00,portsweep,20

0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,41,0.00,0.00,0.00,0.00,1.00,0.00,1.00,2,152,1.00,0.00,1.00,0.50,0.00,0.00,0.00,0.00,ipsweep,16

0,tcp,echo,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,183,8,1.00,1.00,0.00,0.00,0.04,0.06,0.00,255,8,0.03,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,140,11,1.00,1.00,0.00,0.00,0.08,0.06,0.00,255,7,0.03,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21