vansh11/Network_Anomaly_Detection · Datasets at Hugging Face

text stringlengths 140 168
0,tcp,http,SF,207,480,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,13,33,0.00,0.00,0.00,0.00,1.00,0.00,0.06,253,255,1.00,0.00,0.00,0.01,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,315,1187,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,10,27,0.00,0.00,0.00,0.00,1.00,0.00,0.07,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,telnet,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,10,1.00,1.00,0.00,0.00,0.59,0.12,0.00,217,51,0.23,0.02,0.00,0.04,1.00,0.98,0.00,0.00,neptune,18
0,udp,domain_u,SF,45,111,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,3,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,251,0.98,0.01,0.01,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,307,3222,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,8,0.00,0.00,0.00,0.12,1.00,0.00,0.25,47,46,0.98,0.04,0.02,0.00,0.00,0.00,0.00,0.00,normal,21
0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,42,0.00,0.00,0.00,0.00,1.00,0.00,1.00,1,71,1.00,0.00,1.00,0.51,0.00,0.00,0.00,0.00,ipsweep,16
0,tcp,http,SF,304,13259,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,5,14,0.00,0.00,0.00,0.00,1.00,0.00,0.14,242,255,1.00,0.00,0.01,0.01,0.00,0.00,0.00,0.00,normal,21
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,269,4,1.00,1.00,0.00,0.00,0.01,0.06,0.00,255,1,0.00,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,whois,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,260,5,1.00,1.00,0.00,0.00,0.02,0.06,0.00,255,5,0.02,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19
0,tcp,smtp,SF,644,313,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,188,74,0.22,0.38,0.01,0.03,0.00,0.00,0.35,0.00,normal,21
0,tcp,http,SF,238,1471,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,7,0.00,0.00,0.00,0.00,1.00,0.00,0.00,241,255,1.00,0.00,0.00,0.01,0.00,0.00,0.00,0.00,normal,21
0,tcp,ftp_data,SF,383,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,33,0.13,0.02,0.13,0.00,0.00,0.00,0.76,0.00,normal,17
0,tcp,ftp_data,SF,334,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,4,15,1.00,0.00,1.00,0.13,0.00,0.00,0.00,0.00,warezclient,13
0,tcp,ftp_data,SF,334,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,8,18,1.00,0.00,1.00,0.17,0.00,0.00,0.00,0.00,warezclient,14
0,tcp,daytime,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,103,4,1.00,1.00,0.00,0.00,0.04,0.07,0.00,255,10,0.04,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19
0,tcp,ftp_data,S3,40495,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,14,14,0.07,0.07,0.00,0.00,1.00,0.00,0.00,178,97,0.49,0.03,0.49,0.02,0.01,0.01,0.01,0.00,normal,18
0,tcp,uucp,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,136,10,1.00,1.00,0.00,0.00,0.07,0.07,0.00,255,10,0.04,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,tcp,http,SF,203,1367,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,4,0.00,0.00,0.00,0.00,1.00,0.00,0.50,57,255,1.00,0.00,0.02,0.01,0.00,0.00,0.00,0.00,normal,21
40,tcp,ftp,SF,1470,4145,0,0,0,30,0,1,0,0,0,0,0,0,0,0,0,1,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,99,30,0.30,0.06,0.01,0.00,0.00,0.00,0.00,0.00,normal,20
0,tcp,http,SF,54540,8314,0,0,0,2,0,1,1,0,0,0,0,0,0,0,0,0,5,5,0.00,0.00,0.00,0.00,1.00,0.00,0.00,184,184,1.00,0.00,0.01,0.00,0.00,0.00,0.05,0.05,back,11
0,tcp,http,SF,206,2560,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,6,8,0.00,0.00,0.00,0.00,1.00,0.00,0.25,21,255,1.00,0.00,0.05,0.05,0.00,0.00,0.00,0.00,normal,21
0,udp,private,SF,105,146,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,6,2,0.00,0.00,0.00,0.00,0.33,0.33,0.00,255,238,0.93,0.01,0.01,0.00,0.00,0.00,0.00,0.00,normal,18
0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,49,0.00,0.00,0.00,0.00,1.00,0.00,1.00,1,85,1.00,0.00,1.00,0.26,0.00,0.00,0.00,0.00,nmap,16
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,123,16,1.00,1.00,0.00,0.00,0.13,0.06,0.00,255,4,0.02,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,http,SF,227,13337,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,4,0.00,0.00,0.00,0.00,1.00,0.00,0.50,14,255,1.00,0.00,0.07,0.02,0.00,0.00,0.00,0.00,normal,21
0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,29,0.00,0.00,0.00,0.00,1.00,0.00,1.00,3,139,1.00,0.00,1.00,0.25,0.00,0.00,0.00,0.00,nmap,16
0,tcp,ftp_data,SF,259,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,132,72,0.55,0.04,0.55,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,uucp,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,133,3,1.00,1.00,0.00,0.00,0.02,0.06,0.00,255,3,0.01,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,tcp,other,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,1,0.12,0.00,0.85,1.00,0.00,1.00,0.00,255,1,0.00,1.00,0.00,0.00,0.16,0.00,0.84,1.00,satan,20
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,225,11,1.00,1.00,0.00,0.00,0.05,0.05,0.00,255,11,0.04,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,udp,other,SF,147,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,1,0.00,0.00,0.00,0.00,0.33,0.67,0.00,255,3,0.01,0.81,1.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,auth,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,218,13,1.00,1.00,0.00,0.00,0.06,0.06,0.00,255,13,0.05,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,private,RSTR,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,1.00,1.00,1.00,0.00,0.00,112,1,0.01,0.16,0.12,0.00,0.00,0.00,0.12,1.00,portsweep,14
0,tcp,courier,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,146,17,1.00,1.00,0.00,0.00,0.12,0.05,0.00,255,17,0.07,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,tcp,http,SF,305,260,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,253,0.99,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,306,2543,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,12,12,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,smtp,SF,1100,325,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,148,152,0.55,0.09,0.01,0.01,0.01,0.00,0.00,0.00,normal,21
0,tcp,http,SF,233,581,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,18,29,0.00,0.00,0.00,0.00,1.00,0.00,0.07,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,131,5,1.00,1.00,0.00,0.00,0.04,0.07,0.00,255,9,0.04,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,telnet,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,240,18,1.00,1.00,0.00,0.00,0.08,0.06,0.00,255,18,0.07,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,udp,domain_u,SF,45,132,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,73,153,0.00,0.00,0.00,0.00,1.00,0.00,0.01,255,254,1.00,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,20
0,tcp,http,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20,5,1.00,1.00,0.00,0.00,0.25,0.20,0.00,255,48,0.19,0.05,0.02,0.00,1.00,1.00,0.00,0.00,neptune,18
0,tcp,http,SF,190,296,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,14,18,0.00,0.00,0.00,0.00,1.00,0.00,0.11,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,296,2892,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,15,0.00,0.00,0.00,0.00,1.00,0.00,0.33,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,118,17,1.00,1.00,0.00,0.00,0.14,0.06,0.00,255,36,0.14,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18
0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,34,0.00,0.00,0.00,0.00,1.00,0.00,1.00,2,52,1.00,0.00,1.00,0.50,0.00,0.00,0.00,0.00,ipsweep,18
0,tcp,ftp_data,SF,641,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,76,77,0.14,0.04,0.14,0.04,0.03,0.00,0.64,0.00,normal,21
0,tcp,http,SF,235,261,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,7,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,245,0.96,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,226,2642,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,17,18,0.00,0.00,0.00,0.00,1.00,0.00,0.11,54,255,1.00,0.00,0.02,0.02,0.00,0.00,0.00,0.00,normal,21
0,tcp,ftp_data,SF,71,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,1,0.00,0.00,0.00,0.00,0.50,1.00,0.00,255,69,0.27,0.04,0.27,0.00,0.18,0.00,0.02,0.00,normal,16
0,tcp,http,SF,467,9887,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,13,13,0.00,0.00,0.00,0.00,1.00,0.00,0.00,98,249,1.00,0.00,0.01,0.11,0.00,0.00,0.51,0.75,normal,20
0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,3,0.00,0.00,0.00,0.00,1.00,0.00,1.00,2,206,1.00,0.00,1.00,0.25,0.00,0.00,0.00,0.00,nmap,15
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,105,9,0.99,1.00,0.00,0.00,0.09,0.08,0.00,255,9,0.04,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,http,SF,222,998,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,7,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,238,3222,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,253,0.99,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,271,2341,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,6,255,1.00,0.00,0.17,0.04,0.00,0.00,0.00,0.00,normal,21
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,106,6,1.00,1.00,0.00,0.00,0.06,0.06,0.00,221,15,0.07,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,114,13,1.00,1.00,0.00,0.00,0.11,0.06,0.00,255,20,0.08,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,131,16,0.99,1.00,0.00,0.00,0.12,0.06,0.00,255,2,0.01,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
6139,udp,other,SF,147,105,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,2,0.01,0.57,0.94,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,ldap,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,94,13,1.00,1.00,0.00,0.00,0.14,0.07,0.00,255,13,0.05,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18
0,udp,ntp_u,SF,48,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,2,0.00,0.00,0.00,0.00,0.50,0.50,0.00,49,13,0.27,0.04,0.27,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,317,6329,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,21,21,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,197,2664,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,3,0.00,0.00,0.00,0.00,1.00,0.00,0.67,13,255,1.00,0.00,0.08,0.02,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,296,183,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,3,0.00,0.00,0.00,0.00,1.00,0.00,0.00,164,255,1.00,0.00,0.01,0.03,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,225,2762,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,10,10,0.00,0.00,0.00,0.00,1.00,0.00,0.00,52,255,1.00,0.00,0.02,0.03,0.00,0.00,0.00,0.00,normal,21
0,tcp,telnet,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,27,7,1.00,1.00,0.00,0.00,0.26,0.07,0.00,255,7,0.03,0.07,0.01,0.00,1.00,1.00,0.00,0.00,neptune,19
0,tcp,daytime,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,189,5,1.00,1.00,0.00,0.00,0.03,0.06,0.00,255,5,0.02,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19
0,udp,private,SF,105,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,112,0.44,0.01,0.01,0.00,0.00,0.00,0.00,0.00,normal,20
0,tcp,netbios_ns,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,305,1,0.00,0.00,1.00,1.00,0.00,0.52,0.00,255,1,0.00,0.52,1.00,0.00,0.00,0.00,1.00,1.00,portsweep,18
0,tcp,http,SF,246,5363,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,3,0.00,0.00,0.00,0.00,1.00,0.00,1.00,25,255,1.00,0.00,0.04,0.03,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,185,1391,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,5,6,0.00,0.00,0.00,0.00,1.00,0.00,0.33,25,255,1.00,0.00,0.04,0.03,0.00,0.00,0.00,0.00,normal,21
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,146,17,0.00,0.00,1.00,1.00,0.12,0.05,0.00,255,7,0.03,0.06,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21
2,tcp,ftp_data,SF,2194619,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,74,0.29,0.02,0.29,0.00,0.00,0.00,0.00,0.00,normal,19
0,tcp,ftp_data,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,55,12,0.98,1.00,0.02,0.00,0.22,0.09,0.00,255,24,0.09,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18
0,tcp,finger,SF,8,273,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,11,15,0.18,0.36,0.09,0.13,0.00,0.00,0.00,0.00,normal,21
0,tcp,smtp,SF,855,333,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,17,67,0.59,0.18,0.06,0.03,0.00,0.00,0.00,0.00,normal,21
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,113,18,1.00,1.00,0.00,0.00,0.16,0.07,0.00,255,18,0.07,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,http,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,3,0.00,0.00,1.00,0.33,1.00,0.00,0.67,11,255,1.00,0.00,0.09,0.11,0.00,0.00,1.00,0.81,normal,21
0,udp,domain_u,SF,45,130,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,127,127,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,205,0.80,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,18
0,tcp,http,SF,242,19033,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,3,0.00,0.00,0.00,0.00,1.00,0.00,0.00,18,255,1.00,0.00,0.06,0.03,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,291,7487,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,11,12,0.00,0.00,0.00,0.00,1.00,0.00,0.17,12,255,1.00,0.00,0.08,0.05,0.00,0.00,0.00,0.00,normal,21
13,tcp,other,RSTR,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,1.00,1.00,1.00,0.00,0.00,255,1,0.00,1.00,1.00,0.00,0.00,0.00,0.99,1.00,portsweep,15
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,126,10,1.00,1.00,0.00,0.00,0.08,0.06,0.00,181,10,0.06,0.07,0.01,0.00,1.00,1.00,0.00,0.00,neptune,18
0,tcp,http,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,3,0.00,0.00,1.00,1.00,1.00,0.00,1.00,53,255,1.00,0.00,0.02,0.05,0.00,0.00,1.00,1.00,normal,21
0,tcp,http,SF,301,33616,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,9,0.00,0.00,0.00,0.00,1.00,0.00,0.22,18,255,1.00,0.00,0.06,0.06,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,329,1468,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,6,9,0.00,0.00,0.00,0.00,1.00,0.00,0.33,35,255,1.00,0.00,0.03,0.14,0.00,0.00,0.69,0.58,normal,21
31041,tcp,private,RSTR,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,1.00,1.00,1.00,0.00,0.00,255,2,0.01,0.78,1.00,0.00,0.00,0.00,1.00,1.00,portsweep,15
0,udp,private,SF,105,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,242,0.95,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,csnet_ns,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,254,23,1.00,1.00,0.00,0.00,0.09,0.05,0.00,255,23,0.09,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19
0,tcp,http,SF,309,1090,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,45,45,0.00,0.00,0.00,0.00,1.00,0.00,0.00,45,255,1.00,0.00,0.02,0.03,0.00,0.00,0.00,0.01,normal,21
0,tcp,http,SF,298,8083,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,6,13,0.00,0.00,0.00,0.00,1.00,0.00,0.38,50,227,1.00,0.00,0.02,0.04,0.02,0.00,0.00,0.00,normal,21
0,tcp,http,SF,287,6163,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,5,5,0.00,0.00,0.00,0.00,1.00,0.00,0.00,50,255,1.00,0.00,0.02,0.01,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,227,9986,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,18,26,0.00,0.00,0.00,0.00,1.00,0.00,0.08,184,255,1.00,0.00,0.01,0.01,0.00,0.00,0.00,0.00,normal,21
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,137,16,1.00,1.00,0.00,0.00,0.12,0.07,0.00,255,16,0.06,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,icmp,eco_i,SF,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,8,1,0.00,0.00,0.00,0.00,0.12,0.38,0.00,255,3,0.01,0.01,0.08,0.00,0.00,0.00,0.00,0.00,normal,18
0,udp,domain_u,SF,43,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,194,194,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,230,0.90,0.01,0.01,0.00,0.00,0.00,0.00,0.00,normal,18
0,tcp,smtp,SF,1804,384,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,208,143,0.50,0.01,0.00,0.01,0.96,0.70,0.00,0.00,normal,14
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,311,1,0.03,0.00,0.95,1.00,0.00,1.00,0.00,255,1,0.00,0.99,0.00,0.00,0.04,0.00,0.95,1.00,satan,18
0,tcp,klogin,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,143,13,1.00,1.00,0.00,0.00,0.09,0.06,0.00,255,20,0.08,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19

0,tcp,http,SF,207,480,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,13,33,0.00,0.00,0.00,0.00,1.00,0.00,0.06,253,255,1.00,0.00,0.00,0.01,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,315,1187,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,10,27,0.00,0.00,0.00,0.00,1.00,0.00,0.07,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,telnet,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,10,1.00,1.00,0.00,0.00,0.59,0.12,0.00,217,51,0.23,0.02,0.00,0.04,1.00,0.98,0.00,0.00,neptune,18

0,udp,domain_u,SF,45,111,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,3,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,251,0.98,0.01,0.01,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,307,3222,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,8,0.00,0.00,0.00,0.12,1.00,0.00,0.25,47,46,0.98,0.04,0.02,0.00,0.00,0.00,0.00,0.00,normal,21

0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,42,0.00,0.00,0.00,0.00,1.00,0.00,1.00,1,71,1.00,0.00,1.00,0.51,0.00,0.00,0.00,0.00,ipsweep,16

0,tcp,http,SF,304,13259,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,5,14,0.00,0.00,0.00,0.00,1.00,0.00,0.14,242,255,1.00,0.00,0.01,0.01,0.00,0.00,0.00,0.00,normal,21

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,269,4,1.00,1.00,0.00,0.00,0.01,0.06,0.00,255,1,0.00,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,whois,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,260,5,1.00,1.00,0.00,0.00,0.02,0.06,0.00,255,5,0.02,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19

0,tcp,smtp,SF,644,313,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,188,74,0.22,0.38,0.01,0.03,0.00,0.00,0.35,0.00,normal,21

0,tcp,http,SF,238,1471,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,7,0.00,0.00,0.00,0.00,1.00,0.00,0.00,241,255,1.00,0.00,0.00,0.01,0.00,0.00,0.00,0.00,normal,21

0,tcp,ftp_data,SF,383,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,33,0.13,0.02,0.13,0.00,0.00,0.00,0.76,0.00,normal,17

0,tcp,ftp_data,SF,334,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,4,15,1.00,0.00,1.00,0.13,0.00,0.00,0.00,0.00,warezclient,13

0,tcp,ftp_data,SF,334,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,8,18,1.00,0.00,1.00,0.17,0.00,0.00,0.00,0.00,warezclient,14

0,tcp,daytime,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,103,4,1.00,1.00,0.00,0.00,0.04,0.07,0.00,255,10,0.04,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19

0,tcp,ftp_data,S3,40495,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,14,14,0.07,0.07,0.00,0.00,1.00,0.00,0.00,178,97,0.49,0.03,0.49,0.02,0.01,0.01,0.01,0.00,normal,18

0,tcp,uucp,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,136,10,1.00,1.00,0.00,0.00,0.07,0.07,0.00,255,10,0.04,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,tcp,http,SF,203,1367,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,4,0.00,0.00,0.00,0.00,1.00,0.00,0.50,57,255,1.00,0.00,0.02,0.01,0.00,0.00,0.00,0.00,normal,21

40,tcp,ftp,SF,1470,4145,0,0,0,30,0,1,0,0,0,0,0,0,0,0,0,1,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,99,30,0.30,0.06,0.01,0.00,0.00,0.00,0.00,0.00,normal,20

0,tcp,http,SF,54540,8314,0,0,0,2,0,1,1,0,0,0,0,0,0,0,0,0,5,5,0.00,0.00,0.00,0.00,1.00,0.00,0.00,184,184,1.00,0.00,0.01,0.00,0.00,0.00,0.05,0.05,back,11

0,tcp,http,SF,206,2560,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,6,8,0.00,0.00,0.00,0.00,1.00,0.00,0.25,21,255,1.00,0.00,0.05,0.05,0.00,0.00,0.00,0.00,normal,21

0,udp,private,SF,105,146,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,6,2,0.00,0.00,0.00,0.00,0.33,0.33,0.00,255,238,0.93,0.01,0.01,0.00,0.00,0.00,0.00,0.00,normal,18

0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,49,0.00,0.00,0.00,0.00,1.00,0.00,1.00,1,85,1.00,0.00,1.00,0.26,0.00,0.00,0.00,0.00,nmap,16

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,123,16,1.00,1.00,0.00,0.00,0.13,0.06,0.00,255,4,0.02,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,http,SF,227,13337,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,4,0.00,0.00,0.00,0.00,1.00,0.00,0.50,14,255,1.00,0.00,0.07,0.02,0.00,0.00,0.00,0.00,normal,21

0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,29,0.00,0.00,0.00,0.00,1.00,0.00,1.00,3,139,1.00,0.00,1.00,0.25,0.00,0.00,0.00,0.00,nmap,16

0,tcp,ftp_data,SF,259,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,132,72,0.55,0.04,0.55,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,uucp,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,133,3,1.00,1.00,0.00,0.00,0.02,0.06,0.00,255,3,0.01,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,tcp,other,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,1,0.12,0.00,0.85,1.00,0.00,1.00,0.00,255,1,0.00,1.00,0.00,0.00,0.16,0.00,0.84,1.00,satan,20

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,225,11,1.00,1.00,0.00,0.00,0.05,0.05,0.00,255,11,0.04,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,udp,other,SF,147,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,1,0.00,0.00,0.00,0.00,0.33,0.67,0.00,255,3,0.01,0.81,1.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,auth,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,218,13,1.00,1.00,0.00,0.00,0.06,0.06,0.00,255,13,0.05,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,private,RSTR,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,1.00,1.00,1.00,0.00,0.00,112,1,0.01,0.16,0.12,0.00,0.00,0.00,0.12,1.00,portsweep,14

0,tcp,courier,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,146,17,1.00,1.00,0.00,0.00,0.12,0.05,0.00,255,17,0.07,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,tcp,http,SF,305,260,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,253,0.99,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,306,2543,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,12,12,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,smtp,SF,1100,325,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,148,152,0.55,0.09,0.01,0.01,0.01,0.00,0.00,0.00,normal,21

0,tcp,http,SF,233,581,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,18,29,0.00,0.00,0.00,0.00,1.00,0.00,0.07,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,131,5,1.00,1.00,0.00,0.00,0.04,0.07,0.00,255,9,0.04,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,telnet,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,240,18,1.00,1.00,0.00,0.00,0.08,0.06,0.00,255,18,0.07,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,udp,domain_u,SF,45,132,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,73,153,0.00,0.00,0.00,0.00,1.00,0.00,0.01,255,254,1.00,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,20

0,tcp,http,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20,5,1.00,1.00,0.00,0.00,0.25,0.20,0.00,255,48,0.19,0.05,0.02,0.00,1.00,1.00,0.00,0.00,neptune,18

0,tcp,http,SF,190,296,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,14,18,0.00,0.00,0.00,0.00,1.00,0.00,0.11,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,296,2892,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,15,0.00,0.00,0.00,0.00,1.00,0.00,0.33,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,118,17,1.00,1.00,0.00,0.00,0.14,0.06,0.00,255,36,0.14,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18

0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,34,0.00,0.00,0.00,0.00,1.00,0.00,1.00,2,52,1.00,0.00,1.00,0.50,0.00,0.00,0.00,0.00,ipsweep,18

0,tcp,ftp_data,SF,641,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,76,77,0.14,0.04,0.14,0.04,0.03,0.00,0.64,0.00,normal,21

0,tcp,http,SF,235,261,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,7,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,245,0.96,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,226,2642,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,17,18,0.00,0.00,0.00,0.00,1.00,0.00,0.11,54,255,1.00,0.00,0.02,0.02,0.00,0.00,0.00,0.00,normal,21

0,tcp,ftp_data,SF,71,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,1,0.00,0.00,0.00,0.00,0.50,1.00,0.00,255,69,0.27,0.04,0.27,0.00,0.18,0.00,0.02,0.00,normal,16

0,tcp,http,SF,467,9887,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,13,13,0.00,0.00,0.00,0.00,1.00,0.00,0.00,98,249,1.00,0.00,0.01,0.11,0.00,0.00,0.51,0.75,normal,20

0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,3,0.00,0.00,0.00,0.00,1.00,0.00,1.00,2,206,1.00,0.00,1.00,0.25,0.00,0.00,0.00,0.00,nmap,15

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,105,9,0.99,1.00,0.00,0.00,0.09,0.08,0.00,255,9,0.04,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,http,SF,222,998,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,7,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,238,3222,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,253,0.99,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,271,2341,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,6,255,1.00,0.00,0.17,0.04,0.00,0.00,0.00,0.00,normal,21

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,106,6,1.00,1.00,0.00,0.00,0.06,0.06,0.00,221,15,0.07,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,114,13,1.00,1.00,0.00,0.00,0.11,0.06,0.00,255,20,0.08,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,131,16,0.99,1.00,0.00,0.00,0.12,0.06,0.00,255,2,0.01,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

6139,udp,other,SF,147,105,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,2,0.01,0.57,0.94,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,ldap,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,94,13,1.00,1.00,0.00,0.00,0.14,0.07,0.00,255,13,0.05,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18

0,udp,ntp_u,SF,48,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,2,0.00,0.00,0.00,0.00,0.50,0.50,0.00,49,13,0.27,0.04,0.27,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,317,6329,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,21,21,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,197,2664,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,3,0.00,0.00,0.00,0.00,1.00,0.00,0.67,13,255,1.00,0.00,0.08,0.02,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,296,183,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,3,0.00,0.00,0.00,0.00,1.00,0.00,0.00,164,255,1.00,0.00,0.01,0.03,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,225,2762,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,10,10,0.00,0.00,0.00,0.00,1.00,0.00,0.00,52,255,1.00,0.00,0.02,0.03,0.00,0.00,0.00,0.00,normal,21

0,tcp,telnet,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,27,7,1.00,1.00,0.00,0.00,0.26,0.07,0.00,255,7,0.03,0.07,0.01,0.00,1.00,1.00,0.00,0.00,neptune,19

0,tcp,daytime,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,189,5,1.00,1.00,0.00,0.00,0.03,0.06,0.00,255,5,0.02,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19

0,udp,private,SF,105,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,112,0.44,0.01,0.01,0.00,0.00,0.00,0.00,0.00,normal,20

0,tcp,netbios_ns,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,305,1,0.00,0.00,1.00,1.00,0.00,0.52,0.00,255,1,0.00,0.52,1.00,0.00,0.00,0.00,1.00,1.00,portsweep,18

0,tcp,http,SF,246,5363,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,3,0.00,0.00,0.00,0.00,1.00,0.00,1.00,25,255,1.00,0.00,0.04,0.03,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,185,1391,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,5,6,0.00,0.00,0.00,0.00,1.00,0.00,0.33,25,255,1.00,0.00,0.04,0.03,0.00,0.00,0.00,0.00,normal,21

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,146,17,0.00,0.00,1.00,1.00,0.12,0.05,0.00,255,7,0.03,0.06,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21

2,tcp,ftp_data,SF,2194619,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,74,0.29,0.02,0.29,0.00,0.00,0.00,0.00,0.00,normal,19

0,tcp,ftp_data,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,55,12,0.98,1.00,0.02,0.00,0.22,0.09,0.00,255,24,0.09,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18

0,tcp,finger,SF,8,273,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,11,15,0.18,0.36,0.09,0.13,0.00,0.00,0.00,0.00,normal,21

0,tcp,smtp,SF,855,333,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,17,67,0.59,0.18,0.06,0.03,0.00,0.00,0.00,0.00,normal,21

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,113,18,1.00,1.00,0.00,0.00,0.16,0.07,0.00,255,18,0.07,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,http,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,3,0.00,0.00,1.00,0.33,1.00,0.00,0.67,11,255,1.00,0.00,0.09,0.11,0.00,0.00,1.00,0.81,normal,21

0,udp,domain_u,SF,45,130,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,127,127,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,205,0.80,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,18

0,tcp,http,SF,242,19033,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,3,0.00,0.00,0.00,0.00,1.00,0.00,0.00,18,255,1.00,0.00,0.06,0.03,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,291,7487,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,11,12,0.00,0.00,0.00,0.00,1.00,0.00,0.17,12,255,1.00,0.00,0.08,0.05,0.00,0.00,0.00,0.00,normal,21

13,tcp,other,RSTR,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,1.00,1.00,1.00,0.00,0.00,255,1,0.00,1.00,1.00,0.00,0.00,0.00,0.99,1.00,portsweep,15

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,126,10,1.00,1.00,0.00,0.00,0.08,0.06,0.00,181,10,0.06,0.07,0.01,0.00,1.00,1.00,0.00,0.00,neptune,18

0,tcp,http,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,3,0.00,0.00,1.00,1.00,1.00,0.00,1.00,53,255,1.00,0.00,0.02,0.05,0.00,0.00,1.00,1.00,normal,21

0,tcp,http,SF,301,33616,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,9,0.00,0.00,0.00,0.00,1.00,0.00,0.22,18,255,1.00,0.00,0.06,0.06,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,329,1468,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,6,9,0.00,0.00,0.00,0.00,1.00,0.00,0.33,35,255,1.00,0.00,0.03,0.14,0.00,0.00,0.69,0.58,normal,21

31041,tcp,private,RSTR,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,1.00,1.00,1.00,0.00,0.00,255,2,0.01,0.78,1.00,0.00,0.00,0.00,1.00,1.00,portsweep,15

0,udp,private,SF,105,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,242,0.95,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,csnet_ns,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,254,23,1.00,1.00,0.00,0.00,0.09,0.05,0.00,255,23,0.09,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19

0,tcp,http,SF,309,1090,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,45,45,0.00,0.00,0.00,0.00,1.00,0.00,0.00,45,255,1.00,0.00,0.02,0.03,0.00,0.00,0.00,0.01,normal,21

0,tcp,http,SF,298,8083,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,6,13,0.00,0.00,0.00,0.00,1.00,0.00,0.38,50,227,1.00,0.00,0.02,0.04,0.02,0.00,0.00,0.00,normal,21

0,tcp,http,SF,287,6163,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,5,5,0.00,0.00,0.00,0.00,1.00,0.00,0.00,50,255,1.00,0.00,0.02,0.01,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,227,9986,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,18,26,0.00,0.00,0.00,0.00,1.00,0.00,0.08,184,255,1.00,0.00,0.01,0.01,0.00,0.00,0.00,0.00,normal,21

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,137,16,1.00,1.00,0.00,0.00,0.12,0.07,0.00,255,16,0.06,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,icmp,eco_i,SF,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,8,1,0.00,0.00,0.00,0.00,0.12,0.38,0.00,255,3,0.01,0.01,0.08,0.00,0.00,0.00,0.00,0.00,normal,18

0,udp,domain_u,SF,43,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,194,194,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,230,0.90,0.01,0.01,0.00,0.00,0.00,0.00,0.00,normal,18

0,tcp,smtp,SF,1804,384,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,208,143,0.50,0.01,0.00,0.01,0.96,0.70,0.00,0.00,normal,14

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,311,1,0.03,0.00,0.95,1.00,0.00,1.00,0.00,255,1,0.00,0.99,0.00,0.00,0.04,0.00,0.95,1.00,satan,18

0,tcp,klogin,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,143,13,1.00,1.00,0.00,0.00,0.09,0.06,0.00,255,20,0.08,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19