vansh11/Network_Anomaly_Detection · Datasets at Hugging Face

text stringlengths 140 168
0,tcp,http_443,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,123,3,1.00,1.00,0.00,0.00,0.02,0.06,0.00,255,2,0.01,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19
0,tcp,http,SF,341,279,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,5,0.00,0.00,0.00,0.00,1.00,0.00,0.40,46,255,1.00,0.00,0.02,0.03,0.00,0.00,0.00,0.00,normal,21
0,tcp,nntp,RSTR,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,1.00,1.00,1.00,0.00,0.00,255,1,0.00,0.47,0.93,0.00,0.00,0.00,0.93,1.00,portsweep,18
0,tcp,http,SF,234,2263,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,9,0.00,0.00,0.00,0.00,1.00,0.00,0.22,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,200,200,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,3,0.01,0.18,0.01,0.00,0.00,0.00,0.00,0.00,smurf,18
0,tcp,http,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,1.00,1.00,1.00,0.00,1.00,1,34,1.00,0.00,1.00,0.35,0.00,0.00,1.00,1.00,normal,21
0,tcp,http,SF,214,283,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,17,17,0.00,0.00,0.00,0.00,1.00,0.00,0.00,187,255,1.00,0.00,0.01,0.02,0.00,0.00,0.00,0.00,normal,21
0,tcp,ssh,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,130,20,0.00,0.00,1.00,1.00,0.15,0.07,0.00,255,20,0.08,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,19
0,tcp,whois,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,269,19,1.00,1.00,0.00,0.00,0.07,0.05,0.00,255,19,0.07,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,139,16,1.00,1.00,0.00,0.00,0.12,0.06,0.00,255,19,0.07,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,uucp_path,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,252,1,0.00,0.00,1.00,1.00,0.00,0.06,0.00,255,1,0.00,0.08,0.00,0.00,0.00,0.00,1.00,1.00,neptune,19
0,tcp,uucp_path,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14,5,1.00,1.00,0.00,0.00,0.36,0.36,0.00,255,5,0.02,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19
0,tcp,hostnames,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,225,19,1.00,1.00,0.00,0.00,0.08,0.06,0.00,255,19,0.07,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,udp,domain_u,SF,45,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,139,219,0.00,0.00,0.00,0.00,0.99,0.01,0.01,255,254,1.00,0.01,0.01,0.00,0.00,0.00,0.00,0.00,normal,18
0,tcp,smtp,SF,797,283,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,191,191,0.69,0.03,0.01,0.01,0.00,0.00,0.01,0.00,normal,20
0,tcp,http,SF,237,1371,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,13,13,0.00,0.00,0.00,0.00,1.00,0.00,0.00,13,76,1.00,0.00,0.08,0.07,0.00,0.00,0.00,0.00,normal,21
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,65,8,0.00,0.00,1.00,1.00,0.12,0.09,0.00,255,8,0.03,0.08,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,99,15,1.00,1.00,0.00,0.00,0.15,0.06,0.00,255,4,0.02,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,udp,other,SF,516,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,234,234,0.00,0.00,0.00,0.00,1.00,0.00,0.00,234,234,1.00,0.00,1.00,0.00,0.00,0.00,0.00,0.00,normal,17
0,tcp,finger,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10,5,1.00,1.00,0.00,0.00,0.50,0.20,0.00,255,65,0.25,0.03,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
1,tcp,smtp,SF,1369,328,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,4,0.00,0.00,0.00,0.00,1.00,0.00,1.00,85,75,0.88,0.05,0.01,0.00,0.00,0.00,0.00,0.00,normal,21
0,udp,private,SF,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,55,17,0.00,0.00,0.00,0.00,0.31,0.09,0.00,255,51,0.20,0.18,1.00,0.00,0.00,0.00,0.00,0.00,satan,18
0,tcp,uucp,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,148,25,1.00,1.00,0.00,0.00,0.17,0.05,0.00,255,25,0.10,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,200,15,1.00,1.00,0.00,0.00,0.08,0.06,0.00,255,1,0.00,0.09,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18
1,tcp,smtp,SF,629,329,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,167,0.65,0.06,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,185,185,0.00,0.00,0.00,0.00,1.00,0.00,0.00,102,8,0.08,0.07,0.08,0.00,0.02,0.00,0.62,0.00,smurf,18
0,tcp,mtp,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,244,17,0.00,0.00,1.00,1.00,0.07,0.07,0.00,255,17,0.07,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,18
0,tcp,http,SF,184,12072,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,8,8,0.00,0.00,0.00,0.00,1.00,0.00,0.00,116,255,1.00,0.00,0.01,0.03,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,242,4145,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,17,0.00,0.00,0.00,0.00,1.00,0.00,0.18,194,194,1.00,0.00,0.01,0.00,0.00,0.00,0.00,0.00,normal,21
3,tcp,smtp,SF,875,324,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,124,158,0.56,0.03,0.01,0.02,0.00,0.00,0.00,0.00,normal,21
0,tcp,nnsp,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,130,19,1.00,1.00,0.00,0.00,0.15,0.06,0.00,255,19,0.07,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,tcp,http,SF,220,1425,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,19,0.00,0.00,0.00,0.00,1.00,0.00,0.11,7,255,1.00,0.00,0.14,0.05,0.00,0.01,0.00,0.00,normal,21
0,tcp,http,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,227,13,0.00,0.00,1.00,1.00,0.06,0.07,0.00,255,13,0.05,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,20
0,tcp,http,SF,204,784,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,4,0.00,0.00,0.00,0.00,1.00,0.00,0.50,84,255,1.00,0.00,0.01,0.02,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,200,4004,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,18,18,0.00,0.00,0.00,0.00,1.00,0.00,0.00,98,255,1.00,0.00,0.01,0.02,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,218,304,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,15,15,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,1.00,1.00,1.00,0.00,0.00,39,2,0.03,1.00,0.03,1.00,0.00,0.00,0.92,1.00,ipsweep,16
0,tcp,telnet,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,44,10,1.00,1.00,0.00,0.00,0.23,0.09,0.00,255,67,0.26,0.02,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19
0,tcp,http,SF,363,1299,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,8,14,0.00,0.00,0.00,0.00,1.00,0.00,0.14,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,hostnames,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,230,3,1.00,1.00,0.00,0.00,0.01,0.05,0.00,255,3,0.01,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18
0,udp,domain_u,SF,44,132,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,41,0.16,0.01,0.16,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,nnsp,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,144,14,1.00,1.00,0.00,0.00,0.10,0.06,0.00,255,14,0.05,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,tcp,link,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,236,11,1.00,1.00,0.00,0.00,0.05,0.06,0.00,255,11,0.04,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,tcp,netbios_dgm,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,207,11,1.00,1.00,0.00,0.00,0.05,0.07,0.00,255,11,0.04,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19
32,tcp,ftp,SF,1493,4152,0,0,0,30,0,1,0,0,0,0,0,0,0,0,0,1,2,1,0.00,0.00,0.00,0.00,0.50,1.00,0.00,37,7,0.19,0.11,0.03,0.00,0.00,0.00,0.00,0.00,normal,20
0,udp,domain_u,SF,44,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,259,260,0.00,0.00,0.00,0.00,1.00,0.00,0.01,255,216,0.85,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,18
0,tcp,http,SF,197,1425,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,10,15,0.10,0.13,0.00,0.00,1.00,0.00,0.33,153,157,1.00,0.00,0.01,0.01,0.01,0.01,0.00,0.00,normal,21
0,tcp,http,SF,312,1165,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,5,5,0.00,0.00,0.00,0.00,1.00,0.00,0.00,5,255,1.00,0.00,0.20,0.03,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,245,3631,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,6,0.00,0.50,0.00,0.00,1.00,0.00,0.33,42,255,1.00,0.00,0.02,0.03,0.00,0.01,0.00,0.00,normal,20
0,tcp,finger,SF,8,140,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,8,0.03,0.03,0.00,0.00,0.00,0.12,0.00,0.00,normal,18
0,tcp,http,SF,301,13462,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,1,255,1.00,0.00,1.00,0.05,0.00,0.00,0.00,0.00,normal,20
0,tcp,finger,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14,5,1.00,1.00,0.00,0.00,0.36,0.21,0.00,255,55,0.22,0.03,0.01,0.00,1.00,1.00,0.00,0.00,neptune,18
0,tcp,http,SF,224,7440,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,11,0.00,0.00,0.00,0.00,1.00,0.00,0.18,18,255,1.00,0.00,0.06,0.07,0.00,0.00,0.00,0.00,normal,21
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,1,0.00,0.00,1.00,1.00,0.50,1.00,0.00,255,1,0.00,0.80,0.78,0.00,0.00,0.00,0.78,1.00,portsweep,18
0,tcp,auth,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,286,9,1.00,1.00,0.00,0.00,0.03,0.06,0.00,255,15,0.06,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19
0,tcp,http,SF,233,1072,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,3,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
36811,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,ftp_data,SF,491,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,84,26,0.31,0.07,0.31,0.00,0.00,0.00,0.01,0.00,normal,20
0,tcp,http,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,1.00,1.00,1.00,0.00,0.00,61,1,0.02,1.00,0.02,0.00,0.00,0.00,0.90,1.00,ipsweep,7
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,444,444,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,1.00,0.00,0.00,0.00,0.00,0.00,smurf,18
0,tcp,bgp,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,141,3,1.00,1.00,0.00,0.00,0.02,0.07,0.00,255,3,0.01,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,tcp,http,SF,324,4613,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,23,26,0.00,0.00,0.00,0.00,1.00,0.00,0.15,117,255,1.00,0.00,0.01,0.01,0.00,0.00,0.01,0.00,normal,21
0,tcp,domain,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,259,19,0.00,0.00,1.00,1.00,0.07,0.05,0.00,255,19,0.07,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,19
2,tcp,smtp,SF,1913,327,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,3,0.00,0.00,0.00,0.00,1.00,0.00,1.00,170,105,0.62,0.04,0.01,0.00,0.00,0.00,0.00,0.00,normal,21
0,udp,private,SF,207,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,202,170,0.84,0.01,0.84,0.00,0.00,0.00,0.00,0.00,nmap,14
0,tcp,domain,RSTO,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,95,1,0.00,0.00,1.00,1.00,0.01,0.55,0.00,255,1,0.00,0.21,0.37,0.00,0.00,0.00,0.53,1.00,portsweep,18
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,1.00,1.00,1.00,0.00,0.00,255,1,0.00,1.00,1.00,0.00,0.00,0.00,1.00,1.00,portsweep,18
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,59,59,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,1.00,0.00,0.00,0.00,0.00,0.00,smurf,19
0,tcp,smtp,SF,760,334,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,3,0.00,0.00,0.00,0.00,1.00,0.00,1.00,118,129,0.42,0.03,0.01,0.02,0.00,0.00,0.00,0.00,normal,21
0,tcp,telnet,RSTO,126,179,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,1.00,1.00,1.00,0.00,0.00,18,18,1.00,0.00,0.06,0.00,0.06,0.06,0.94,0.94,guess_passwd,9
0,icmp,eco_i,SF,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,1,165,1.00,0.00,1.00,0.25,0.00,0.00,0.00,0.00,ipsweep,17
0,tcp,klogin,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,132,20,1.00,1.00,0.00,0.00,0.15,0.05,0.00,255,20,0.08,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,267,8,1.00,1.00,0.00,0.00,0.03,0.06,0.00,255,26,0.10,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18
0,tcp,smtp,SF,1032,330,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,3,0.00,0.00,0.00,0.00,1.00,0.00,1.00,31,152,0.35,0.19,0.03,0.01,0.00,0.00,0.00,0.00,normal,21
31,tcp,X11,SF,417488,159648,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,13,12,0.92,0.15,0.08,0.00,0.08,0.08,0.08,0.08,normal,19
0,tcp,auth,SF,9,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,1,0.00,0.02,0.00,0.00,0.00,0.00,0.05,0.00,normal,18
0,udp,other,SF,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,140,1,0.00,0.00,0.00,0.00,0.01,0.01,0.00,255,11,0.04,0.02,0.04,0.00,0.00,0.00,0.00,0.00,satan,15
0,tcp,private,SH,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1.00,1.00,0.00,0.00,1.00,0.00,0.00,107,1,0.01,0.91,0.93,0.00,0.93,1.00,0.00,0.00,nmap,18
0,udp,other,SF,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18,2,0.00,0.00,0.00,0.00,0.11,0.50,0.00,255,2,0.01,0.29,0.81,0.00,0.00,0.00,0.16,0.00,satan,20
0,tcp,http,SF,309,38960,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,8,255,1.00,0.00,0.12,0.02,0.00,0.00,0.00,0.00,normal,21
0,udp,domain_u,SF,46,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20,34,0.00,0.00,0.00,0.00,1.00,0.00,0.12,255,254,1.00,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,other,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,509,1,0.22,0.00,0.78,1.00,0.00,1.00,0.00,255,1,0.00,1.00,0.00,0.00,0.16,0.00,0.84,1.00,satan,20
0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,23,0.00,0.00,0.00,0.00,1.00,0.00,1.00,3,11,1.00,0.00,1.00,0.27,0.00,0.00,0.00,0.00,nmap,15
0,tcp,http,SF,184,7094,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,7,0.00,0.00,0.00,0.00,1.00,0.00,0.43,164,255,1.00,0.00,0.01,0.01,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,221,397,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,12,18,0.00,0.06,0.00,0.00,1.00,0.00,0.33,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
2,tcp,smtp,SF,1120,332,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,223,137,0.49,0.01,0.00,0.01,0.00,0.00,0.00,0.00,normal,21
0,udp,domain_u,SF,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,61,45,0.15,0.08,0.15,0.09,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,299,2838,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,7,0.00,0.00,0.00,0.00,1.00,0.00,0.00,203,255,1.00,0.00,0.00,0.01,0.00,0.00,0.00,0.00,normal,21
0,tcp,link,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,176,11,1.00,1.00,0.00,0.00,0.06,0.07,0.00,255,11,0.04,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18
0,tcp,http,SF,236,5195,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,111,255,1.00,0.00,0.01,0.03,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,263,288,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,77,255,1.00,0.00,0.01,0.04,0.00,0.00,0.00,0.00,normal,21
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,314,1,0.07,0.00,0.89,1.00,0.00,1.00,0.00,255,1,0.00,1.00,0.00,0.00,0.08,0.00,0.89,1.00,satan,18
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,156,2,1.00,1.00,0.00,0.00,0.01,0.06,0.00,255,2,0.01,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,udp,domain_u,SF,46,119,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,96,96,0.00,0.00,0.00,0.00,0.99,0.02,0.02,255,253,0.99,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,ftp_data,SF,3002,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,48,75,0.21,0.06,0.21,0.03,0.00,0.00,0.00,0.00,normal,21
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,79,16,1.00,1.00,0.00,0.00,0.20,0.06,0.00,255,17,0.07,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,http,SF,300,24786,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,9,9,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,101,1,1.00,1.00,0.00,0.00,0.01,0.07,0.00,1,1,1.00,0.00,1.00,0.00,1.00,1.00,0.00,0.00,neptune,18
0,tcp,finger,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,126,1,1.00,1.00,0.00,0.00,0.01,0.06,0.00,255,1,0.00,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18
0,tcp,http,SF,307,312,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,19,0.00,0.00,0.00,0.00,1.00,0.00,0.16,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,http_443,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,123,3,1.00,1.00,0.00,0.00,0.02,0.06,0.00,255,2,0.01,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19

0,tcp,http,SF,341,279,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,5,0.00,0.00,0.00,0.00,1.00,0.00,0.40,46,255,1.00,0.00,0.02,0.03,0.00,0.00,0.00,0.00,normal,21

0,tcp,nntp,RSTR,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,1.00,1.00,1.00,0.00,0.00,255,1,0.00,0.47,0.93,0.00,0.00,0.00,0.93,1.00,portsweep,18

0,tcp,http,SF,234,2263,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,9,0.00,0.00,0.00,0.00,1.00,0.00,0.22,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,200,200,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,3,0.01,0.18,0.01,0.00,0.00,0.00,0.00,0.00,smurf,18

0,tcp,http,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,1.00,1.00,1.00,0.00,1.00,1,34,1.00,0.00,1.00,0.35,0.00,0.00,1.00,1.00,normal,21

0,tcp,http,SF,214,283,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,17,17,0.00,0.00,0.00,0.00,1.00,0.00,0.00,187,255,1.00,0.00,0.01,0.02,0.00,0.00,0.00,0.00,normal,21

0,tcp,ssh,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,130,20,0.00,0.00,1.00,1.00,0.15,0.07,0.00,255,20,0.08,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,19

0,tcp,whois,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,269,19,1.00,1.00,0.00,0.00,0.07,0.05,0.00,255,19,0.07,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,139,16,1.00,1.00,0.00,0.00,0.12,0.06,0.00,255,19,0.07,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,uucp_path,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,252,1,0.00,0.00,1.00,1.00,0.00,0.06,0.00,255,1,0.00,0.08,0.00,0.00,0.00,0.00,1.00,1.00,neptune,19

0,tcp,uucp_path,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14,5,1.00,1.00,0.00,0.00,0.36,0.36,0.00,255,5,0.02,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19

0,tcp,hostnames,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,225,19,1.00,1.00,0.00,0.00,0.08,0.06,0.00,255,19,0.07,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,udp,domain_u,SF,45,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,139,219,0.00,0.00,0.00,0.00,0.99,0.01,0.01,255,254,1.00,0.01,0.01,0.00,0.00,0.00,0.00,0.00,normal,18

0,tcp,smtp,SF,797,283,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,191,191,0.69,0.03,0.01,0.01,0.00,0.00,0.01,0.00,normal,20

0,tcp,http,SF,237,1371,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,13,13,0.00,0.00,0.00,0.00,1.00,0.00,0.00,13,76,1.00,0.00,0.08,0.07,0.00,0.00,0.00,0.00,normal,21

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,65,8,0.00,0.00,1.00,1.00,0.12,0.09,0.00,255,8,0.03,0.08,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,99,15,1.00,1.00,0.00,0.00,0.15,0.06,0.00,255,4,0.02,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,udp,other,SF,516,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,234,234,0.00,0.00,0.00,0.00,1.00,0.00,0.00,234,234,1.00,0.00,1.00,0.00,0.00,0.00,0.00,0.00,normal,17

0,tcp,finger,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10,5,1.00,1.00,0.00,0.00,0.50,0.20,0.00,255,65,0.25,0.03,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

1,tcp,smtp,SF,1369,328,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,4,0.00,0.00,0.00,0.00,1.00,0.00,1.00,85,75,0.88,0.05,0.01,0.00,0.00,0.00,0.00,0.00,normal,21

0,udp,private,SF,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,55,17,0.00,0.00,0.00,0.00,0.31,0.09,0.00,255,51,0.20,0.18,1.00,0.00,0.00,0.00,0.00,0.00,satan,18

0,tcp,uucp,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,148,25,1.00,1.00,0.00,0.00,0.17,0.05,0.00,255,25,0.10,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,200,15,1.00,1.00,0.00,0.00,0.08,0.06,0.00,255,1,0.00,0.09,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18

1,tcp,smtp,SF,629,329,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,167,0.65,0.06,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,185,185,0.00,0.00,0.00,0.00,1.00,0.00,0.00,102,8,0.08,0.07,0.08,0.00,0.02,0.00,0.62,0.00,smurf,18

0,tcp,mtp,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,244,17,0.00,0.00,1.00,1.00,0.07,0.07,0.00,255,17,0.07,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,18

0,tcp,http,SF,184,12072,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,8,8,0.00,0.00,0.00,0.00,1.00,0.00,0.00,116,255,1.00,0.00,0.01,0.03,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,242,4145,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,17,0.00,0.00,0.00,0.00,1.00,0.00,0.18,194,194,1.00,0.00,0.01,0.00,0.00,0.00,0.00,0.00,normal,21

3,tcp,smtp,SF,875,324,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,124,158,0.56,0.03,0.01,0.02,0.00,0.00,0.00,0.00,normal,21

0,tcp,nnsp,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,130,19,1.00,1.00,0.00,0.00,0.15,0.06,0.00,255,19,0.07,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,tcp,http,SF,220,1425,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,19,0.00,0.00,0.00,0.00,1.00,0.00,0.11,7,255,1.00,0.00,0.14,0.05,0.00,0.01,0.00,0.00,normal,21

0,tcp,http,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,227,13,0.00,0.00,1.00,1.00,0.06,0.07,0.00,255,13,0.05,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,20

0,tcp,http,SF,204,784,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,4,0.00,0.00,0.00,0.00,1.00,0.00,0.50,84,255,1.00,0.00,0.01,0.02,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,200,4004,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,18,18,0.00,0.00,0.00,0.00,1.00,0.00,0.00,98,255,1.00,0.00,0.01,0.02,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,218,304,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,15,15,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,1.00,1.00,1.00,0.00,0.00,39,2,0.03,1.00,0.03,1.00,0.00,0.00,0.92,1.00,ipsweep,16

0,tcp,telnet,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,44,10,1.00,1.00,0.00,0.00,0.23,0.09,0.00,255,67,0.26,0.02,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19

0,tcp,http,SF,363,1299,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,8,14,0.00,0.00,0.00,0.00,1.00,0.00,0.14,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,hostnames,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,230,3,1.00,1.00,0.00,0.00,0.01,0.05,0.00,255,3,0.01,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18

0,udp,domain_u,SF,44,132,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,41,0.16,0.01,0.16,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,nnsp,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,144,14,1.00,1.00,0.00,0.00,0.10,0.06,0.00,255,14,0.05,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,tcp,link,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,236,11,1.00,1.00,0.00,0.00,0.05,0.06,0.00,255,11,0.04,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,tcp,netbios_dgm,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,207,11,1.00,1.00,0.00,0.00,0.05,0.07,0.00,255,11,0.04,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19

32,tcp,ftp,SF,1493,4152,0,0,0,30,0,1,0,0,0,0,0,0,0,0,0,1,2,1,0.00,0.00,0.00,0.00,0.50,1.00,0.00,37,7,0.19,0.11,0.03,0.00,0.00,0.00,0.00,0.00,normal,20

0,udp,domain_u,SF,44,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,259,260,0.00,0.00,0.00,0.00,1.00,0.00,0.01,255,216,0.85,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,18

0,tcp,http,SF,197,1425,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,10,15,0.10,0.13,0.00,0.00,1.00,0.00,0.33,153,157,1.00,0.00,0.01,0.01,0.01,0.01,0.00,0.00,normal,21

0,tcp,http,SF,312,1165,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,5,5,0.00,0.00,0.00,0.00,1.00,0.00,0.00,5,255,1.00,0.00,0.20,0.03,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,245,3631,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,6,0.00,0.50,0.00,0.00,1.00,0.00,0.33,42,255,1.00,0.00,0.02,0.03,0.00,0.01,0.00,0.00,normal,20

0,tcp,finger,SF,8,140,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,8,0.03,0.03,0.00,0.00,0.00,0.12,0.00,0.00,normal,18

0,tcp,http,SF,301,13462,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,1,255,1.00,0.00,1.00,0.05,0.00,0.00,0.00,0.00,normal,20

0,tcp,finger,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14,5,1.00,1.00,0.00,0.00,0.36,0.21,0.00,255,55,0.22,0.03,0.01,0.00,1.00,1.00,0.00,0.00,neptune,18

0,tcp,http,SF,224,7440,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,11,0.00,0.00,0.00,0.00,1.00,0.00,0.18,18,255,1.00,0.00,0.06,0.07,0.00,0.00,0.00,0.00,normal,21

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,1,0.00,0.00,1.00,1.00,0.50,1.00,0.00,255,1,0.00,0.80,0.78,0.00,0.00,0.00,0.78,1.00,portsweep,18

0,tcp,auth,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,286,9,1.00,1.00,0.00,0.00,0.03,0.06,0.00,255,15,0.06,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19

0,tcp,http,SF,233,1072,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,3,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

36811,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,ftp_data,SF,491,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,84,26,0.31,0.07,0.31,0.00,0.00,0.00,0.01,0.00,normal,20

0,tcp,http,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,1.00,1.00,1.00,0.00,0.00,61,1,0.02,1.00,0.02,0.00,0.00,0.00,0.90,1.00,ipsweep,7

0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,444,444,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,1.00,0.00,0.00,0.00,0.00,0.00,smurf,18

0,tcp,bgp,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,141,3,1.00,1.00,0.00,0.00,0.02,0.07,0.00,255,3,0.01,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,tcp,http,SF,324,4613,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,23,26,0.00,0.00,0.00,0.00,1.00,0.00,0.15,117,255,1.00,0.00,0.01,0.01,0.00,0.00,0.01,0.00,normal,21

0,tcp,domain,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,259,19,0.00,0.00,1.00,1.00,0.07,0.05,0.00,255,19,0.07,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,19

2,tcp,smtp,SF,1913,327,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,3,0.00,0.00,0.00,0.00,1.00,0.00,1.00,170,105,0.62,0.04,0.01,0.00,0.00,0.00,0.00,0.00,normal,21

0,udp,private,SF,207,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,202,170,0.84,0.01,0.84,0.00,0.00,0.00,0.00,0.00,nmap,14

0,tcp,domain,RSTO,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,95,1,0.00,0.00,1.00,1.00,0.01,0.55,0.00,255,1,0.00,0.21,0.37,0.00,0.00,0.00,0.53,1.00,portsweep,18

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,1.00,1.00,1.00,0.00,0.00,255,1,0.00,1.00,1.00,0.00,0.00,0.00,1.00,1.00,portsweep,18

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

0,tcp,smtp,SF,760,334,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,3,0.00,0.00,0.00,0.00,1.00,0.00,1.00,118,129,0.42,0.03,0.01,0.02,0.00,0.00,0.00,0.00,normal,21

0,tcp,telnet,RSTO,126,179,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,1.00,1.00,1.00,0.00,0.00,18,18,1.00,0.00,0.06,0.00,0.06,0.06,0.94,0.94,guess_passwd,9

0,icmp,eco_i,SF,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,1,165,1.00,0.00,1.00,0.25,0.00,0.00,0.00,0.00,ipsweep,17

0,tcp,klogin,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,132,20,1.00,1.00,0.00,0.00,0.15,0.05,0.00,255,20,0.08,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,267,8,1.00,1.00,0.00,0.00,0.03,0.06,0.00,255,26,0.10,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18

0,tcp,smtp,SF,1032,330,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,3,0.00,0.00,0.00,0.00,1.00,0.00,1.00,31,152,0.35,0.19,0.03,0.01,0.00,0.00,0.00,0.00,normal,21

31,tcp,X11,SF,417488,159648,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,13,12,0.92,0.15,0.08,0.00,0.08,0.08,0.08,0.08,normal,19

0,tcp,auth,SF,9,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,1,0.00,0.02,0.00,0.00,0.00,0.00,0.05,0.00,normal,18

0,udp,other,SF,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,140,1,0.00,0.00,0.00,0.00,0.01,0.01,0.00,255,11,0.04,0.02,0.04,0.00,0.00,0.00,0.00,0.00,satan,15

0,tcp,private,SH,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1.00,1.00,0.00,0.00,1.00,0.00,0.00,107,1,0.01,0.91,0.93,0.00,0.93,1.00,0.00,0.00,nmap,18

0,udp,other,SF,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18,2,0.00,0.00,0.00,0.00,0.11,0.50,0.00,255,2,0.01,0.29,0.81,0.00,0.00,0.00,0.16,0.00,satan,20

0,tcp,http,SF,309,38960,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,8,255,1.00,0.00,0.12,0.02,0.00,0.00,0.00,0.00,normal,21

0,udp,domain_u,SF,46,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20,34,0.00,0.00,0.00,0.00,1.00,0.00,0.12,255,254,1.00,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,other,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,509,1,0.22,0.00,0.78,1.00,0.00,1.00,0.00,255,1,0.00,1.00,0.00,0.00,0.16,0.00,0.84,1.00,satan,20

0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,23,0.00,0.00,0.00,0.00,1.00,0.00,1.00,3,11,1.00,0.00,1.00,0.27,0.00,0.00,0.00,0.00,nmap,15

0,tcp,http,SF,184,7094,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,7,0.00,0.00,0.00,0.00,1.00,0.00,0.43,164,255,1.00,0.00,0.01,0.01,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,221,397,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,12,18,0.00,0.06,0.00,0.00,1.00,0.00,0.33,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

2,tcp,smtp,SF,1120,332,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,223,137,0.49,0.01,0.00,0.01,0.00,0.00,0.00,0.00,normal,21

0,udp,domain_u,SF,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,61,45,0.15,0.08,0.15,0.09,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,299,2838,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,7,0.00,0.00,0.00,0.00,1.00,0.00,0.00,203,255,1.00,0.00,0.00,0.01,0.00,0.00,0.00,0.00,normal,21

0,tcp,link,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,176,11,1.00,1.00,0.00,0.00,0.06,0.07,0.00,255,11,0.04,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18

0,tcp,http,SF,236,5195,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,111,255,1.00,0.00,0.01,0.03,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,263,288,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,77,255,1.00,0.00,0.01,0.04,0.00,0.00,0.00,0.00,normal,21

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,314,1,0.07,0.00,0.89,1.00,0.00,1.00,0.00,255,1,0.00,1.00,0.00,0.00,0.08,0.00,0.89,1.00,satan,18

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,156,2,1.00,1.00,0.00,0.00,0.01,0.06,0.00,255,2,0.01,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,udp,domain_u,SF,46,119,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,96,96,0.00,0.00,0.00,0.00,0.99,0.02,0.02,255,253,0.99,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,ftp_data,SF,3002,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,48,75,0.21,0.06,0.21,0.03,0.00,0.00,0.00,0.00,normal,21

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,79,16,1.00,1.00,0.00,0.00,0.20,0.06,0.00,255,17,0.07,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,http,SF,300,24786,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,9,9,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,101,1,1.00,1.00,0.00,0.00,0.01,0.07,0.00,1,1,1.00,0.00,1.00,0.00,1.00,1.00,0.00,0.00,neptune,18

0,tcp,finger,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,126,1,1.00,1.00,0.00,0.00,0.01,0.06,0.00,255,1,0.00,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18

0,tcp,http,SF,307,312,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,19,0.00,0.00,0.00,0.00,1.00,0.00,0.16,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21