vansh11/Network_Anomaly_Detection · Datasets at Hugging Face

text stringlengths 140 168
0,udp,domain_u,SF,44,130,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,109,189,0.00,0.00,0.00,0.00,1.00,0.00,0.01,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,18
0,tcp,smtp,SF,1253,336,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,53,85,0.91,0.08,0.02,0.02,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,246,11889,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,5,5,0.00,0.00,0.00,0.00,1.00,0.00,0.00,149,149,1.00,0.00,0.01,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,211,313,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,34,35,0.03,0.03,0.00,0.00,1.00,0.00,0.06,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,other,SF,1363,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,17,1,0.06,0.00,0.00,0.00,0.06,0.24,0.00,235,1,0.00,0.04,0.36,0.00,0.02,0.00,0.00,0.00,normal,16
0,tcp,systat,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,111,7,1.00,1.00,0.00,0.00,0.06,0.06,0.00,255,9,0.04,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19
0,tcp,http,SF,229,2698,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,3,9,0.00,0.00,0.00,0.11,1.00,0.00,0.22,255,252,0.99,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,icmp,eco_i,SF,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,1,129,1.00,0.00,1.00,0.26,0.00,0.00,0.00,0.00,ipsweep,15
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,132,9,1.00,1.00,0.00,0.00,0.07,0.06,0.00,255,12,0.05,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,http,SF,285,1670,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,12,54,0.00,0.00,0.00,0.00,1.00,0.00,0.04,199,255,1.00,0.00,0.01,0.02,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,365,1310,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,31,37,0.00,0.00,0.00,0.00,1.00,0.00,0.05,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,154,5796,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,54,255,1.00,0.00,0.02,0.06,0.02,0.01,0.00,0.00,normal,21
0,tcp,sunrpc,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,144,15,1.00,1.00,0.00,0.00,0.10,0.06,0.00,255,9,0.04,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19
0,tcp,imap4,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,275,1,1.00,1.00,0.00,0.00,0.00,0.06,0.00,255,9,0.04,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19
0,tcp,http,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,1.00,1.00,1.00,0.00,0.00,4,211,1.00,0.00,0.25,0.11,0.00,0.00,1.00,1.00,normal,21
0,tcp,http,SF,241,389,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,127,255,1.00,0.00,0.01,0.01,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,356,1610,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,5,0.00,0.00,0.00,0.00,1.00,0.00,0.40,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,28,28,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,28,0.11,0.02,0.11,0.00,0.00,0.00,0.00,0.00,smurf,16
0,tcp,ftp_data,SF,641,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,127,25,0.20,0.04,0.20,0.00,0.00,0.00,0.03,0.00,normal,20
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,509,509,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,204,0.80,0.13,0.80,0.00,0.00,0.00,0.00,0.00,smurf,18
0,tcp,finger,SF,7,271,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,1,0.00,0.02,0.00,0.00,0.00,0.00,0.73,0.00,normal,16
0,tcp,http,SF,364,247,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,62,0.00,0.03,0.00,0.00,1.00,0.00,0.10,13,255,1.00,0.00,0.08,0.01,0.00,0.00,0.00,0.00,normal,21
1,tcp,ftp,SF,1216,2449,0,0,0,28,0,1,0,0,0,0,0,0,0,0,0,1,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,126,0.49,0.02,0.00,0.00,0.00,0.00,0.00,0.00,warezclient,11
0,tcp,smtp,SF,780,333,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,189,0.74,0.02,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,50,12,0.00,0.00,1.00,1.00,0.24,0.06,0.00,255,2,0.01,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,19
0,udp,domain_u,SF,44,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,149,149,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.01,0.00,0.00,0.00,0.00,0.00,normal,18
0,tcp,http,SF,248,851,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,21,23,0.00,0.00,0.00,0.00,1.00,0.00,0.09,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,342,449,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,27,31,0.00,0.00,0.00,0.00,1.00,0.00,0.10,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19,18,0.95,1.00,0.05,0.00,0.95,0.11,0.00,255,56,0.22,0.04,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18
0,tcp,http,SF,239,1047,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,33,33,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,nnsp,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,144,15,1.00,1.00,0.00,0.00,0.10,0.06,0.00,255,15,0.06,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,43,0.00,0.00,0.00,0.00,1.00,0.00,1.00,3,231,1.00,0.00,1.00,0.25,0.00,0.00,0.00,0.00,nmap,16
0,tcp,ftp_data,SF,245,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,125,40,0.27,0.04,0.27,0.05,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,212,2241,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,5,0.00,0.00,0.00,0.00,1.00,0.00,0.40,98,255,1.00,0.00,0.01,0.02,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,306,405,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,16,16,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.01,0.01,0.02,0.02,normal,21
0,tcp,http,SF,307,1380,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,245,0.96,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,216,434,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,26,28,0.00,0.00,0.00,0.00,1.00,0.00,0.11,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,exec,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,122,20,1.00,1.00,0.00,0.00,0.16,0.06,0.00,255,20,0.08,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,tcp,http,SF,191,15706,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,206,255,1.00,0.00,0.00,0.01,0.00,0.00,0.00,0.00,normal,21
0,tcp,smtp,SF,823,326,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,41,39,0.95,0.07,0.02,0.00,0.00,0.00,0.00,0.00,normal,21
12,udp,domain_u,SF,99,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,23,12,0.52,0.09,0.52,0.00,0.00,0.00,0.00,0.00,normal,20
0,tcp,http,SF,307,298,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,3,0.50,0.33,0.00,0.00,1.00,0.00,0.67,62,255,1.00,0.00,0.02,0.01,0.02,0.00,0.00,0.00,normal,18
0,tcp,smtp,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,267,5,1.00,1.00,0.00,0.00,0.02,0.06,0.00,255,5,0.02,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,304,20,1.00,1.00,0.00,0.00,0.07,0.06,0.00,255,7,0.03,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,tcp,http,SF,209,1158,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,11,14,0.00,0.00,0.00,0.00,1.00,0.00,0.21,187,255,1.00,0.00,0.01,0.01,0.00,0.00,0.01,0.00,normal,21
0,tcp,http,SF,226,1816,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,62,255,1.00,0.00,0.02,0.02,0.00,0.00,0.00,0.00,normal,21
0,icmp,ecr_i,SF,520,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,496,496,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,1.00,0.00,0.00,0.00,0.00,0.00,smurf,21
0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,18,0.00,0.00,0.00,0.00,1.00,0.00,1.00,1,55,1.00,0.00,1.00,0.53,0.00,0.00,0.00,0.00,ipsweep,18
0,udp,other,SF,146,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,2,0.01,0.73,0.98,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,285,2531,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,65,65,1.00,0.00,0.02,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,mtp,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,203,8,1.00,1.00,0.00,0.00,0.04,0.06,0.00,255,8,0.03,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,tcp,http,SF,210,5330,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,14,40,0.00,0.00,0.00,0.00,1.00,0.00,0.08,14,255,1.00,0.00,0.07,0.04,0.00,0.00,0.00,0.00,normal,21
0,tcp,iso_tsap,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,256,17,0.00,0.00,1.00,1.00,0.07,0.07,0.00,255,17,0.07,0.08,0.00,0.00,0.00,0.00,1.00,1.00,neptune,18
0,udp,private,SF,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24,24,0.00,0.00,0.00,0.00,1.00,0.00,0.00,92,24,0.26,0.05,0.29,0.00,0.00,0.00,0.00,0.00,satan,12
0,tcp,time,RSTO,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,175,6,0.00,0.00,1.00,1.00,0.03,0.07,0.00,255,6,0.02,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,18
0,tcp,pop_3,SF,35,130,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,71,3,0.03,0.07,0.01,0.67,0.00,0.00,0.00,0.00,normal,20
0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,6,0.00,0.00,0.00,0.00,1.00,0.00,1.00,2,34,1.00,0.00,1.00,0.50,0.00,0.00,0.00,0.00,ipsweep,16
0,tcp,http,SF,276,872,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,3,0.00,0.00,0.00,0.00,1.00,0.00,0.00,63,255,1.00,0.00,0.02,0.06,0.00,0.00,0.00,0.00,normal,21
0,tcp,ftp,RSTO,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,254,5,0.00,0.00,1.00,1.00,0.02,0.06,0.00,255,5,0.02,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,20
0,tcp,csnet_ns,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,225,18,0.00,0.00,1.00,1.00,0.08,0.06,0.00,255,18,0.07,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,19
28,tcp,ftp,SF,1062,3081,0,0,0,22,0,1,0,0,0,0,0,0,0,0,0,1,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,235,55,0.23,0.03,0.00,0.00,0.00,0.00,0.00,0.02,normal,21
0,udp,domain_u,SF,45,137,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,59,139,0.00,0.00,0.00,0.00,0.98,0.03,0.01,255,240,0.94,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
24,udp,domain_u,SF,51,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,4,0.00,0.00,0.00,0.00,1.00,0.00,0.75,19,14,0.74,0.11,0.68,0.00,0.00,0.00,0.00,0.00,normal,20
22276,tcp,private,RSTR,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,1.00,1.00,1.00,0.00,0.00,255,2,0.01,0.73,1.00,0.00,0.00,0.00,1.00,1.00,portsweep,15
0,tcp,echo,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,216,2,1.00,1.00,0.00,0.00,0.01,0.06,0.00,255,2,0.01,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,tcp,domain,SF,48,266,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,76,1,0.00,0.00,0.00,0.00,0.01,0.03,0.00,255,1,0.00,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,15
0,tcp,http,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,1.00,1.00,1.00,0.00,0.00,3,255,1.00,0.00,0.33,0.23,0.00,0.00,1.00,0.94,normal,21
0,tcp,ldap,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,241,19,1.00,1.00,0.00,0.00,0.08,0.06,0.00,255,19,0.07,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,tcp,http,SF,231,339,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,21,27,0.00,0.00,0.00,0.00,1.00,0.00,0.07,67,255,1.00,0.00,0.01,0.02,0.00,0.00,0.00,0.00,normal,21
0,udp,domain_u,SF,46,145,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,72,152,0.00,0.00,0.00,0.00,1.00,0.00,0.01,255,254,1.00,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,20
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0.00,0.00,0.00,0.00,1.00,0.00,0.00,132,38,0.29,0.05,0.29,0.00,0.02,0.00,0.48,0.00,smurf,18
0,tcp,domain,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,104,14,1.00,1.00,0.00,0.00,0.13,0.06,0.00,255,6,0.02,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19
0,tcp,http,SF,209,765,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,108,255,1.00,0.00,0.01,0.02,0.00,0.00,0.00,0.00,normal,21
0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,38,0.00,0.00,0.00,0.00,1.00,0.00,1.00,2,84,1.00,0.00,1.00,0.50,0.00,0.00,0.00,0.00,ipsweep,16
0,udp,domain_u,SF,44,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,128,210,0.00,0.00,0.00,0.00,1.00,0.00,0.02,255,255,1.00,0.00,0.01,0.00,0.00,0.00,0.00,0.00,normal,18
0,tcp,ftp_data,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10,4,1.00,1.00,0.00,0.00,0.40,0.20,0.00,210,48,0.21,0.02,0.01,0.04,1.00,0.92,0.00,0.00,neptune,18
0,tcp,http,SF,253,745,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,11,0.00,0.00,0.00,0.00,1.00,0.00,0.27,215,255,1.00,0.00,0.00,0.01,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,262,293,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,10,190,1.00,0.00,0.10,0.02,0.00,0.00,0.00,0.00,normal,21
0,tcp,sunrpc,RSTO,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,135,9,0.00,0.00,1.00,1.00,0.07,0.06,0.00,255,9,0.04,0.06,0.00,0.00,0.00,0.00,1.00,1.00,neptune,19
10,tcp,smtp,SF,870,317,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,147,72,0.49,0.05,0.01,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,51,6,1.00,1.00,0.00,0.00,0.12,0.12,0.00,255,9,0.04,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,sql_net,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,245,5,1.00,1.00,0.00,0.00,0.02,0.07,0.00,255,5,0.02,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,http,SF,216,847,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,9,9,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,257,397,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,6,6,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.01,0.01,normal,21
0,tcp,private,RSTR,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,1.00,1.00,1.00,0.00,0.00,255,1,0.00,0.93,0.93,0.00,0.00,0.00,0.92,1.00,portsweep,18
0,tcp,netbios_dgm,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,265,25,1.00,1.00,0.00,0.00,0.09,0.05,0.00,255,25,0.10,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19
0,tcp,courier,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,147,17,1.00,1.00,0.00,0.00,0.12,0.06,0.00,255,10,0.04,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19
0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,28,0.00,0.00,0.00,0.00,1.00,0.00,1.00,1,87,1.00,0.00,1.00,0.51,0.00,0.00,0.00,0.00,ipsweep,17
0,tcp,http,SF,295,2649,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,3,0.33,0.33,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,18
0,tcp,kshell,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,103,1,1.00,1.00,0.00,0.00,0.01,0.07,0.00,255,20,0.08,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18
0,tcp,http,SF,325,746,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,8,9,0.00,0.00,0.00,0.00,1.00,0.00,0.22,138,255,1.00,0.00,0.01,0.06,0.00,0.00,0.00,0.00,normal,21
0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,44,0.00,0.00,0.00,0.00,1.00,0.00,1.00,1,109,1.00,0.00,1.00,0.50,0.00,0.00,0.00,0.00,ipsweep,15
0,udp,private,SF,105,145,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,1,0.00,0.00,0.00,0.00,0.25,0.50,0.00,255,242,0.95,0.01,0.01,0.00,0.00,0.00,0.00,0.00,normal,18
0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,8,0.00,0.00,0.00,0.00,1.00,0.00,1.00,1,97,1.00,0.00,1.00,0.51,0.00,0.00,0.00,0.00,ipsweep,15
0,tcp,http,SF,272,13154,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,hostnames,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,266,20,1.00,1.00,0.00,0.00,0.08,0.06,0.00,255,20,0.08,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,tcp,echo,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,275,10,1.00,1.00,0.00,0.00,0.04,0.05,0.00,255,10,0.04,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,tcp,finger,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,68,18,1.00,1.00,0.00,0.00,0.26,0.06,0.00,255,58,0.23,0.02,0.02,0.00,1.00,1.00,0.00,0.00,neptune,20
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,211,11,1.00,1.00,0.00,0.00,0.05,0.05,0.00,255,11,0.04,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,other,SF,4763,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10,1,0.10,0.00,0.00,0.00,0.10,0.20,0.00,226,1,0.00,0.04,0.40,0.00,0.02,0.00,0.00,0.00,normal,16

0,udp,domain_u,SF,44,130,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,109,189,0.00,0.00,0.00,0.00,1.00,0.00,0.01,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,18

0,tcp,smtp,SF,1253,336,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,53,85,0.91,0.08,0.02,0.02,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,246,11889,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,5,5,0.00,0.00,0.00,0.00,1.00,0.00,0.00,149,149,1.00,0.00,0.01,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,211,313,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,34,35,0.03,0.03,0.00,0.00,1.00,0.00,0.06,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,other,SF,1363,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,17,1,0.06,0.00,0.00,0.00,0.06,0.24,0.00,235,1,0.00,0.04,0.36,0.00,0.02,0.00,0.00,0.00,normal,16

0,tcp,systat,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,111,7,1.00,1.00,0.00,0.00,0.06,0.06,0.00,255,9,0.04,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19

0,tcp,http,SF,229,2698,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,3,9,0.00,0.00,0.00,0.11,1.00,0.00,0.22,255,252,0.99,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,icmp,eco_i,SF,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,1,129,1.00,0.00,1.00,0.26,0.00,0.00,0.00,0.00,ipsweep,15

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,132,9,1.00,1.00,0.00,0.00,0.07,0.06,0.00,255,12,0.05,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,http,SF,285,1670,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,12,54,0.00,0.00,0.00,0.00,1.00,0.00,0.04,199,255,1.00,0.00,0.01,0.02,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,365,1310,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,31,37,0.00,0.00,0.00,0.00,1.00,0.00,0.05,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,154,5796,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,54,255,1.00,0.00,0.02,0.06,0.02,0.01,0.00,0.00,normal,21

0,tcp,sunrpc,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,144,15,1.00,1.00,0.00,0.00,0.10,0.06,0.00,255,9,0.04,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19

0,tcp,imap4,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,275,1,1.00,1.00,0.00,0.00,0.00,0.06,0.00,255,9,0.04,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19

0,tcp,http,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,1.00,1.00,1.00,0.00,0.00,4,211,1.00,0.00,0.25,0.11,0.00,0.00,1.00,1.00,normal,21

0,tcp,http,SF,241,389,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,127,255,1.00,0.00,0.01,0.01,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,356,1610,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,5,0.00,0.00,0.00,0.00,1.00,0.00,0.40,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,28,28,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,28,0.11,0.02,0.11,0.00,0.00,0.00,0.00,0.00,smurf,16

0,tcp,ftp_data,SF,641,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,127,25,0.20,0.04,0.20,0.00,0.00,0.00,0.03,0.00,normal,20

0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,509,509,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,204,0.80,0.13,0.80,0.00,0.00,0.00,0.00,0.00,smurf,18

0,tcp,finger,SF,7,271,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,1,0.00,0.02,0.00,0.00,0.00,0.00,0.73,0.00,normal,16

0,tcp,http,SF,364,247,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,62,0.00,0.03,0.00,0.00,1.00,0.00,0.10,13,255,1.00,0.00,0.08,0.01,0.00,0.00,0.00,0.00,normal,21

1,tcp,ftp,SF,1216,2449,0,0,0,28,0,1,0,0,0,0,0,0,0,0,0,1,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,126,0.49,0.02,0.00,0.00,0.00,0.00,0.00,0.00,warezclient,11

0,tcp,smtp,SF,780,333,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,189,0.74,0.02,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,50,12,0.00,0.00,1.00,1.00,0.24,0.06,0.00,255,2,0.01,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,19

0,udp,domain_u,SF,44,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,149,149,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.01,0.00,0.00,0.00,0.00,0.00,normal,18

0,tcp,http,SF,248,851,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,21,23,0.00,0.00,0.00,0.00,1.00,0.00,0.09,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,342,449,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,27,31,0.00,0.00,0.00,0.00,1.00,0.00,0.10,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19,18,0.95,1.00,0.05,0.00,0.95,0.11,0.00,255,56,0.22,0.04,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18

0,tcp,http,SF,239,1047,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,33,33,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,nnsp,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,144,15,1.00,1.00,0.00,0.00,0.10,0.06,0.00,255,15,0.06,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,43,0.00,0.00,0.00,0.00,1.00,0.00,1.00,3,231,1.00,0.00,1.00,0.25,0.00,0.00,0.00,0.00,nmap,16

0,tcp,ftp_data,SF,245,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,125,40,0.27,0.04,0.27,0.05,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,212,2241,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,5,0.00,0.00,0.00,0.00,1.00,0.00,0.40,98,255,1.00,0.00,0.01,0.02,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,306,405,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,16,16,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.01,0.01,0.02,0.02,normal,21

0,tcp,http,SF,307,1380,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,245,0.96,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,216,434,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,26,28,0.00,0.00,0.00,0.00,1.00,0.00,0.11,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,exec,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,122,20,1.00,1.00,0.00,0.00,0.16,0.06,0.00,255,20,0.08,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,tcp,http,SF,191,15706,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,206,255,1.00,0.00,0.00,0.01,0.00,0.00,0.00,0.00,normal,21

0,tcp,smtp,SF,823,326,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,41,39,0.95,0.07,0.02,0.00,0.00,0.00,0.00,0.00,normal,21

12,udp,domain_u,SF,99,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,23,12,0.52,0.09,0.52,0.00,0.00,0.00,0.00,0.00,normal,20

0,tcp,http,SF,307,298,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,3,0.50,0.33,0.00,0.00,1.00,0.00,0.67,62,255,1.00,0.00,0.02,0.01,0.02,0.00,0.00,0.00,normal,18

0,tcp,smtp,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,267,5,1.00,1.00,0.00,0.00,0.02,0.06,0.00,255,5,0.02,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,304,20,1.00,1.00,0.00,0.00,0.07,0.06,0.00,255,7,0.03,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,tcp,http,SF,209,1158,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,11,14,0.00,0.00,0.00,0.00,1.00,0.00,0.21,187,255,1.00,0.00,0.01,0.01,0.00,0.00,0.01,0.00,normal,21

0,tcp,http,SF,226,1816,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,62,255,1.00,0.00,0.02,0.02,0.00,0.00,0.00,0.00,normal,21

0,icmp,ecr_i,SF,520,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,496,496,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,1.00,0.00,0.00,0.00,0.00,0.00,smurf,21

0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,18,0.00,0.00,0.00,0.00,1.00,0.00,1.00,1,55,1.00,0.00,1.00,0.53,0.00,0.00,0.00,0.00,ipsweep,18

0,udp,other,SF,146,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,2,0.01,0.73,0.98,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,285,2531,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,65,65,1.00,0.00,0.02,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,mtp,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,203,8,1.00,1.00,0.00,0.00,0.04,0.06,0.00,255,8,0.03,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,tcp,http,SF,210,5330,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,14,40,0.00,0.00,0.00,0.00,1.00,0.00,0.08,14,255,1.00,0.00,0.07,0.04,0.00,0.00,0.00,0.00,normal,21

0,tcp,iso_tsap,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,256,17,0.00,0.00,1.00,1.00,0.07,0.07,0.00,255,17,0.07,0.08,0.00,0.00,0.00,0.00,1.00,1.00,neptune,18

0,udp,private,SF,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24,24,0.00,0.00,0.00,0.00,1.00,0.00,0.00,92,24,0.26,0.05,0.29,0.00,0.00,0.00,0.00,0.00,satan,12

0,tcp,time,RSTO,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,175,6,0.00,0.00,1.00,1.00,0.03,0.07,0.00,255,6,0.02,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,18

0,tcp,pop_3,SF,35,130,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,71,3,0.03,0.07,0.01,0.67,0.00,0.00,0.00,0.00,normal,20

0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,6,0.00,0.00,0.00,0.00,1.00,0.00,1.00,2,34,1.00,0.00,1.00,0.50,0.00,0.00,0.00,0.00,ipsweep,16

0,tcp,http,SF,276,872,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,3,0.00,0.00,0.00,0.00,1.00,0.00,0.00,63,255,1.00,0.00,0.02,0.06,0.00,0.00,0.00,0.00,normal,21

0,tcp,ftp,RSTO,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,254,5,0.00,0.00,1.00,1.00,0.02,0.06,0.00,255,5,0.02,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,20

0,tcp,csnet_ns,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,225,18,0.00,0.00,1.00,1.00,0.08,0.06,0.00,255,18,0.07,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,19

28,tcp,ftp,SF,1062,3081,0,0,0,22,0,1,0,0,0,0,0,0,0,0,0,1,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,235,55,0.23,0.03,0.00,0.00,0.00,0.00,0.00,0.02,normal,21

0,udp,domain_u,SF,45,137,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,59,139,0.00,0.00,0.00,0.00,0.98,0.03,0.01,255,240,0.94,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

24,udp,domain_u,SF,51,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,4,0.00,0.00,0.00,0.00,1.00,0.00,0.75,19,14,0.74,0.11,0.68,0.00,0.00,0.00,0.00,0.00,normal,20

22276,tcp,private,RSTR,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,1.00,1.00,1.00,0.00,0.00,255,2,0.01,0.73,1.00,0.00,0.00,0.00,1.00,1.00,portsweep,15

0,tcp,echo,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,216,2,1.00,1.00,0.00,0.00,0.01,0.06,0.00,255,2,0.01,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,tcp,domain,SF,48,266,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,76,1,0.00,0.00,0.00,0.00,0.01,0.03,0.00,255,1,0.00,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,15

0,tcp,http,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,1.00,1.00,1.00,0.00,0.00,3,255,1.00,0.00,0.33,0.23,0.00,0.00,1.00,0.94,normal,21

0,tcp,ldap,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,241,19,1.00,1.00,0.00,0.00,0.08,0.06,0.00,255,19,0.07,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,tcp,http,SF,231,339,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,21,27,0.00,0.00,0.00,0.00,1.00,0.00,0.07,67,255,1.00,0.00,0.01,0.02,0.00,0.00,0.00,0.00,normal,21

0,udp,domain_u,SF,46,145,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,72,152,0.00,0.00,0.00,0.00,1.00,0.00,0.01,255,254,1.00,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,20

0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0.00,0.00,0.00,0.00,1.00,0.00,0.00,132,38,0.29,0.05,0.29,0.00,0.02,0.00,0.48,0.00,smurf,18

0,tcp,domain,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,104,14,1.00,1.00,0.00,0.00,0.13,0.06,0.00,255,6,0.02,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19

0,tcp,http,SF,209,765,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,108,255,1.00,0.00,0.01,0.02,0.00,0.00,0.00,0.00,normal,21

0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,38,0.00,0.00,0.00,0.00,1.00,0.00,1.00,2,84,1.00,0.00,1.00,0.50,0.00,0.00,0.00,0.00,ipsweep,16

0,udp,domain_u,SF,44,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,128,210,0.00,0.00,0.00,0.00,1.00,0.00,0.02,255,255,1.00,0.00,0.01,0.00,0.00,0.00,0.00,0.00,normal,18

0,tcp,ftp_data,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10,4,1.00,1.00,0.00,0.00,0.40,0.20,0.00,210,48,0.21,0.02,0.01,0.04,1.00,0.92,0.00,0.00,neptune,18

0,tcp,http,SF,253,745,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,11,0.00,0.00,0.00,0.00,1.00,0.00,0.27,215,255,1.00,0.00,0.00,0.01,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,262,293,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,10,190,1.00,0.00,0.10,0.02,0.00,0.00,0.00,0.00,normal,21

0,tcp,sunrpc,RSTO,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,135,9,0.00,0.00,1.00,1.00,0.07,0.06,0.00,255,9,0.04,0.06,0.00,0.00,0.00,0.00,1.00,1.00,neptune,19

10,tcp,smtp,SF,870,317,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,147,72,0.49,0.05,0.01,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,51,6,1.00,1.00,0.00,0.00,0.12,0.12,0.00,255,9,0.04,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,sql_net,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,245,5,1.00,1.00,0.00,0.00,0.02,0.07,0.00,255,5,0.02,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,http,SF,216,847,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,9,9,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,257,397,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,6,6,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.01,0.01,normal,21

0,tcp,private,RSTR,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,1.00,1.00,1.00,0.00,0.00,255,1,0.00,0.93,0.93,0.00,0.00,0.00,0.92,1.00,portsweep,18

0,tcp,netbios_dgm,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,265,25,1.00,1.00,0.00,0.00,0.09,0.05,0.00,255,25,0.10,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19

0,tcp,courier,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,147,17,1.00,1.00,0.00,0.00,0.12,0.06,0.00,255,10,0.04,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19

0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,28,0.00,0.00,0.00,0.00,1.00,0.00,1.00,1,87,1.00,0.00,1.00,0.51,0.00,0.00,0.00,0.00,ipsweep,17

0,tcp,http,SF,295,2649,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,3,0.33,0.33,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,18

0,tcp,kshell,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,103,1,1.00,1.00,0.00,0.00,0.01,0.07,0.00,255,20,0.08,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18

0,tcp,http,SF,325,746,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,8,9,0.00,0.00,0.00,0.00,1.00,0.00,0.22,138,255,1.00,0.00,0.01,0.06,0.00,0.00,0.00,0.00,normal,21

0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,44,0.00,0.00,0.00,0.00,1.00,0.00,1.00,1,109,1.00,0.00,1.00,0.50,0.00,0.00,0.00,0.00,ipsweep,15

0,udp,private,SF,105,145,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,1,0.00,0.00,0.00,0.00,0.25,0.50,0.00,255,242,0.95,0.01,0.01,0.00,0.00,0.00,0.00,0.00,normal,18

0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,8,0.00,0.00,0.00,0.00,1.00,0.00,1.00,1,97,1.00,0.00,1.00,0.51,0.00,0.00,0.00,0.00,ipsweep,15

0,tcp,http,SF,272,13154,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,hostnames,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,266,20,1.00,1.00,0.00,0.00,0.08,0.06,0.00,255,20,0.08,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,tcp,echo,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,275,10,1.00,1.00,0.00,0.00,0.04,0.05,0.00,255,10,0.04,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,tcp,finger,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,68,18,1.00,1.00,0.00,0.00,0.26,0.06,0.00,255,58,0.23,0.02,0.02,0.00,1.00,1.00,0.00,0.00,neptune,20

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,211,11,1.00,1.00,0.00,0.00,0.05,0.05,0.00,255,11,0.04,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,other,SF,4763,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10,1,0.10,0.00,0.00,0.00,0.10,0.20,0.00,226,1,0.00,0.04,0.40,0.00,0.02,0.00,0.00,0.00,normal,16