vansh11/Network_Anomaly_Detection · Datasets at Hugging Face

text stringlengths 140 168
1,tcp,smtp,SF,2599,293,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,3,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,204,0.80,0.13,0.00,0.00,0.00,0.00,0.19,0.00,mailbomb,11
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,253,6,1.00,1.00,0.00,0.00,0.02,0.06,0.00,255,6,0.02,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,http,SF,209,1253,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,12,14,0.00,0.00,0.00,0.00,1.00,0.00,0.21,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,129,129,1.00,1.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.72,0.72,0.25,0.25,apache2,18
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,208,11,0.00,0.00,1.00,1.00,0.05,0.06,0.00,255,11,0.04,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21
0,tcp,http,SF,271,2633,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,3,0.00,0.00,0.00,0.00,1.00,0.00,0.67,79,255,1.00,0.00,0.01,0.02,0.00,0.00,0.00,0.00,normal,21
0,tcp,telnet,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,42,42,1.00,1.00,0.00,0.00,1.00,0.00,0.00,115,51,0.44,0.15,0.01,0.00,0.37,0.82,0.04,0.00,neptune,18
0,tcp,http,SF,303,242,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,11,0.00,0.00,0.00,0.00,1.00,0.00,0.27,1,255,1.00,0.00,1.00,0.06,0.00,0.00,0.00,0.00,normal,21
0,udp,private,SF,105,146,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,169,168,0.99,0.01,0.01,0.00,0.00,0.00,0.00,0.00,snmpgetattack,2
0,icmp,ecr_i,SF,520,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,98,98,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,1.00,0.00,0.00,0.00,0.00,0.00,smurf,19
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,258,17,0.00,0.00,1.00,1.00,0.07,0.07,0.00,255,17,0.07,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,108,13,0.00,0.00,1.00,1.00,0.12,0.07,0.00,255,13,0.05,0.06,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21
4,tcp,pop_3,SF,32,93,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,103,88,0.84,0.03,0.01,0.02,0.00,0.00,0.10,0.00,guess_passwd,7
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,220,6,1.00,1.00,0.00,0.00,0.03,0.07,0.00,255,6,0.02,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,smtp,SF,1620,331,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,1,3,0.00,0.00,0.00,0.00,1.00,0.00,1.00,158,147,0.77,0.04,0.01,0.01,0.00,0.00,0.00,0.00,normal,21
0,tcp,private,SH,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1.00,1.00,0.00,0.00,1.00,0.00,0.00,168,1,0.01,0.99,0.99,0.00,0.99,1.00,0.00,0.00,nmap,18
0,tcp,http,SF,54540,8314,0,0,0,2,0,1,1,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,249,0.98,0.01,0.00,0.00,0.00,0.00,0.06,0.06,back,15
0,tcp,http,SF,202,1320,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,37,37,0.00,0.00,0.00,0.00,1.00,0.00,0.00,50,255,1.00,0.00,0.02,0.04,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,54540,8314,0,0,0,2,0,1,1,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.25,0.25,1.00,0.00,0.00,255,229,0.90,0.01,0.00,0.00,0.00,0.00,0.01,0.00,back,11
0,tcp,http,SF,241,775,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,7,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,273,7,0.00,0.00,1.00,1.00,0.03,0.05,0.00,255,7,0.03,0.06,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21
0,tcp,http,SF,259,2169,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,229,0.90,0.02,0.00,0.00,0.00,0.00,0.06,0.00,normal,18
0,tcp,ftp_data,SF,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,14,21,0.93,0.14,0.93,0.10,0.00,0.00,0.00,0.00,warezmaster,5
0,tcp,gopher,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,243,6,0.02,0.00,0.98,1.00,0.02,0.07,0.00,255,6,0.02,0.06,0.00,0.00,0.02,0.00,0.98,1.00,neptune,20
0,tcp,telnet,S3,0,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1.00,1.00,0.00,0.00,1.00,0.00,0.00,255,101,0.40,0.53,0.00,0.00,0.30,0.75,0.51,0.00,processtable,19
0,tcp,telnet,SF,122,174,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,25,0.10,0.02,0.00,0.00,0.00,0.00,0.00,0.04,guess_passwd,9
0,udp,domain_u,SF,44,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,64,144,0.00,0.00,0.00,0.00,1.00,0.00,0.01,255,255,1.00,0.00,0.01,0.00,0.00,0.00,0.00,0.00,normal,20
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,132,5,0.00,0.00,1.00,1.00,0.04,0.06,0.00,255,5,0.02,0.06,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21
0,tcp,http,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,1,0.00,0.00,1.00,1.00,0.33,0.67,0.00,255,54,0.21,0.11,0.00,0.00,0.00,0.00,0.99,1.00,neptune,12
7400,tcp,telnet,SF,0,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,224,0.88,0.02,0.00,0.00,0.33,0.38,0.12,0.06,processtable,18
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,208,7,0.00,0.00,1.00,1.00,0.03,0.07,0.00,255,7,0.03,0.08,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21
0,tcp,telnet,SF,120,174,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,115,0.45,0.02,0.00,0.00,0.00,0.00,0.01,0.03,guess_passwd,11
0,tcp,http,SF,211,73588,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,3,0.00,0.00,0.00,0.00,1.00,0.00,0.00,48,255,1.00,0.00,0.02,0.04,0.00,0.00,0.00,0.00,normal,21
898,tcp,http,RSTR,56504,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,22,22,0.00,0.00,1.00,1.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.49,0.49,apache2,15
0,tcp,http,SF,287,678,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,28,28,0.00,0.00,0.00,0.00,1.00,0.00,0.00,28,255,1.00,0.00,0.04,0.01,0.00,0.00,0.00,0.00,normal,21
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,148,2,1.00,1.00,0.00,0.00,0.01,0.10,0.00,255,2,0.01,0.10,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,telnet,SF,124,174,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,2,0.01,0.02,0.00,0.00,0.00,0.00,0.00,0.00,guess_passwd,6
0,tcp,exec,RSTO,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,115,2,0.00,0.00,1.00,1.00,0.02,0.07,0.00,255,2,0.01,0.06,0.00,0.00,0.00,0.00,1.00,1.00,neptune,19
0,tcp,http,SF,361,1135,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,10,13,0.00,0.00,0.00,0.00,1.00,0.00,0.15,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,248,20,0.00,0.00,1.00,1.00,0.08,0.06,0.00,255,20,0.08,0.06,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21
0,udp,private,SF,56,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.95,0.00,0.00,0.00,0.00,0.00,normal,17
0,icmp,eco_i,SF,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,55,0.00,0.00,0.00,0.00,1.00,0.00,1.00,1,101,1.00,0.00,1.00,0.26,0.00,0.00,0.00,0.00,saint,15
4,tcp,pop_3,SF,28,93,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,211,192,0.91,0.01,0.00,0.00,0.00,0.00,0.05,0.00,guess_passwd,10
0,tcp,http,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,115,115,1.00,1.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.67,0.67,0.30,0.30,apache2,18
0,tcp,other,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,493,1,0.09,0.00,0.91,1.00,0.00,1.00,0.00,255,1,0.00,1.00,0.00,0.00,0.13,0.00,0.87,1.00,satan,19
0,udp,private,SF,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,51,6,0.00,0.00,0.00,0.00,0.12,0.63,0.00,255,9,0.04,0.91,0.27,0.00,0.11,0.00,0.61,0.00,normal,5
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,230,19,1.00,1.00,0.00,0.00,0.08,0.05,0.00,255,19,0.07,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,icmp,eco_i,SF,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,1,253,1.00,0.00,1.00,1.00,0.00,0.00,0.00,0.00,ipsweep,18
0,tcp,http,SF,231,5322,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,15,15,0.00,0.00,0.00,0.00,1.00,0.00,0.00,32,255,1.00,0.00,0.03,0.02,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,150,14988,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,53,255,1.00,0.00,0.02,0.05,0.00,0.00,0.00,0.00,normal,21
0,tcp,link,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,249,17,0.00,0.00,1.00,1.00,0.07,0.07,0.00,255,17,0.07,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,18
0,tcp,sunrpc,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,5,0.00,0.00,1.00,1.00,1.00,0.00,1.00,199,53,0.20,0.03,0.01,0.04,0.00,0.00,0.88,1.00,mscan,13
0,tcp,http,SF,326,935,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,20,0.00,0.00,0.00,0.00,1.00,0.00,0.10,7,255,1.00,0.00,0.14,0.03,0.00,0.00,0.00,0.00,normal,21
1,tcp,smtp,SF,924,279,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,255,170,0.67,0.02,0.00,0.00,0.00,0.00,0.02,0.03,normal,21
0,tcp,http,SF,303,1850,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,4,0.00,0.00,0.00,0.00,1.00,0.00,0.50,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,318,21595,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,6,0.00,0.00,0.00,0.00,1.00,0.00,0.33,2,255,1.00,0.00,0.50,0.03,0.00,0.00,0.00,0.00,normal,21
5,tcp,imap4,SF,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,1,0.00,0.00,0.50,0.00,0.50,1.00,0.00,187,51,0.20,0.03,0.01,0.04,0.00,0.00,0.17,0.27,mscan,7
282,tcp,ftp,SF,163,599,0,0,0,2,0,1,0,0,0,0,0,0,0,0,0,1,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,5,0.02,0.24,0.00,0.00,0.34,0.00,0.24,0.00,warezmaster,15
0,tcp,http,SF,298,2361,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,6,8,0.00,0.00,0.00,0.00,1.00,0.00,0.38,30,255,1.00,0.00,0.03,0.02,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,268,4740,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,239,0.94,0.02,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,260,9531,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,3,0.00,0.00,0.00,0.00,1.00,0.00,0.67,119,247,1.00,0.00,0.01,0.02,0.00,0.00,0.00,0.00,normal,21
4,tcp,pop_3,SF,30,93,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,231,0.91,0.04,0.00,0.00,0.00,0.00,0.00,0.00,guess_passwd,16
0,tcp,ftp,SF,26,157,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,131,61,0.47,0.03,0.01,0.00,0.00,0.00,0.00,0.00,guess_passwd,7
0,tcp,http,SF,224,356,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,15,0.00,0.00,0.00,0.00,1.00,0.00,0.20,2,255,1.00,0.00,0.50,0.06,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,225,1341,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,11,11,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
21,tcp,ftp,SF,210,751,0,0,0,4,0,1,0,0,0,0,0,0,0,0,0,1,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,140,16,0.11,0.06,0.01,0.00,0.00,0.00,0.00,0.00,normal,20
0,tcp,private,RSTO,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,260,20,0.00,0.00,1.00,1.00,0.08,0.07,0.00,255,20,0.08,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,290,13,1.00,1.00,0.00,0.00,0.04,0.06,0.00,255,13,0.05,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,http,SF,275,5223,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,22,255,1.00,0.00,0.05,0.03,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,323,541,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,4,0.00,0.00,0.00,0.00,1.00,0.00,0.75,9,255,1.00,0.00,0.11,0.01,0.00,0.00,0.00,0.00,normal,21
4,tcp,pop_3,SF,32,93,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,1,0.00,0.00,0.00,0.00,0.50,1.00,0.00,255,136,0.53,0.02,0.00,0.00,0.00,0.00,0.17,0.02,guess_passwd,12
0,udp,other,SF,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,145,1,0.00,0.00,0.00,0.00,0.01,1.00,0.00,255,1,0.00,0.62,0.99,0.00,0.00,0.00,0.00,0.00,satan,19
0,tcp,ftp_data,SF,61298,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,8,8,0.00,0.00,0.00,0.00,1.00,0.00,0.00,94,45,0.20,0.66,0.19,0.04,0.00,0.00,0.66,0.02,normal,21
0,udp,private,SF,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,65,2,0.00,0.00,0.00,0.00,0.03,0.94,0.00,255,2,0.01,0.70,0.97,0.00,0.00,0.00,0.03,0.00,normal,7
0,tcp,smtp,SF,1631,331,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,172,65,0.38,0.09,0.01,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,212,1795,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,21,255,1.00,0.00,0.05,0.04,0.00,0.00,0.00,0.00,normal,21
0,udp,private,SF,53,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,508,508,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.82,0.00,0.00,0.00,0.00,0.00,normal,17
7256,tcp,telnet,SF,0,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,248,0.97,0.02,0.00,0.00,0.33,0.34,0.04,0.02,processtable,18
0,tcp,http,SF,240,4926,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,11,11,0.00,0.00,0.00,0.00,1.00,0.00,0.00,37,255,1.00,0.00,0.03,0.02,0.00,0.00,0.00,0.00,normal,21
8185,tcp,telnet,SF,0,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,15,0.06,0.83,0.00,0.00,0.00,0.00,0.82,0.00,processtable,12
0,udp,domain_u,SF,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,6,0.00,0.00,0.00,0.00,1.00,0.00,0.50,129,59,0.24,0.04,0.24,0.03,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,193,2393,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,9,12,0.00,0.00,0.00,0.00,1.00,0.00,0.17,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,189,14,1.00,1.00,0.00,0.00,0.07,0.09,0.00,255,14,0.05,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,icmp,ecr_i,SF,508,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,182,182,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,1.00,0.00,0.00,0.00,0.00,0.00,smurf,18
0,icmp,ecr_i,SF,1480,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,3,0.00,0.00,0.00,0.00,1.00,0.00,0.67,1,7,1.00,0.00,1.00,0.57,0.00,0.00,0.00,0.00,pod,16
0,udp,private,SF,46,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,254,1.00,0.01,0.01,0.00,0.00,0.00,0.00,0.00,snmpguess,15
895,tcp,http,RSTR,57184,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,23,23,0.22,0.22,0.78,0.78,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.03,0.03,0.65,0.65,apache2,17
0,tcp,telnet,RSTO,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,226,12,0.00,0.00,1.00,1.00,0.05,0.07,0.00,255,12,0.05,0.08,0.00,0.00,0.00,0.00,1.00,1.00,neptune,20
0,tcp,http,SF,220,3313,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,6,14,0.00,0.00,0.00,0.00,1.00,0.00,0.21,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,other,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,472,1,0.12,0.00,0.88,1.00,0.00,1.00,0.00,255,1,0.00,0.99,0.00,0.00,0.18,0.00,0.81,1.00,satan,19
0,tcp,http,SF,298,2445,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,5,34,0.00,0.00,0.00,0.00,1.00,0.00,0.15,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,510,510,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,223,0.87,0.01,0.87,0.00,0.00,0.00,0.00,0.00,smurf,17
0,tcp,http,SF,235,1380,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,3,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,234,0.92,0.02,0.00,0.00,0.00,0.00,0.05,0.00,normal,18
0,tcp,http,SF,361,1241,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,25,25,0.00,0.00,0.00,0.00,1.00,0.00,0.00,82,224,1.00,0.00,0.01,0.02,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,243,345,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,25,26,0.00,0.00,0.00,0.00,1.00,0.00,0.08,107,255,1.00,0.00,0.01,0.03,0.00,0.00,0.00,0.00,normal,21
4,tcp,pop_3,SF,26,93,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,227,0.89,0.02,0.00,0.00,0.00,0.00,0.07,0.00,guess_passwd,15
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,108,8,1.00,1.00,0.00,0.00,0.07,0.06,0.00,255,8,0.03,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,finger,SF,10,283,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,2,0.01,0.02,0.00,0.00,0.00,0.00,0.79,0.00,normal,16
0,tcp,login,RSTO,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,101,9,0.00,0.00,1.00,1.00,0.09,0.07,0.00,255,9,0.04,0.06,0.00,0.00,0.00,0.00,1.00,1.00,neptune,20
0,udp,domain_u,SF,44,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,123,123,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,254,1.00,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,18

1,tcp,smtp,SF,2599,293,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,3,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,204,0.80,0.13,0.00,0.00,0.00,0.00,0.19,0.00,mailbomb,11

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,253,6,1.00,1.00,0.00,0.00,0.02,0.06,0.00,255,6,0.02,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,http,SF,209,1253,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,12,14,0.00,0.00,0.00,0.00,1.00,0.00,0.21,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,129,129,1.00,1.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.72,0.72,0.25,0.25,apache2,18

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,208,11,0.00,0.00,1.00,1.00,0.05,0.06,0.00,255,11,0.04,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21

0,tcp,http,SF,271,2633,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,3,0.00,0.00,0.00,0.00,1.00,0.00,0.67,79,255,1.00,0.00,0.01,0.02,0.00,0.00,0.00,0.00,normal,21

0,tcp,telnet,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,42,42,1.00,1.00,0.00,0.00,1.00,0.00,0.00,115,51,0.44,0.15,0.01,0.00,0.37,0.82,0.04,0.00,neptune,18

0,tcp,http,SF,303,242,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,11,0.00,0.00,0.00,0.00,1.00,0.00,0.27,1,255,1.00,0.00,1.00,0.06,0.00,0.00,0.00,0.00,normal,21

0,udp,private,SF,105,146,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,169,168,0.99,0.01,0.01,0.00,0.00,0.00,0.00,0.00,snmpgetattack,2

0,icmp,ecr_i,SF,520,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,98,98,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,1.00,0.00,0.00,0.00,0.00,0.00,smurf,19

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,258,17,0.00,0.00,1.00,1.00,0.07,0.07,0.00,255,17,0.07,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,108,13,0.00,0.00,1.00,1.00,0.12,0.07,0.00,255,13,0.05,0.06,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21

4,tcp,pop_3,SF,32,93,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,103,88,0.84,0.03,0.01,0.02,0.00,0.00,0.10,0.00,guess_passwd,7

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,220,6,1.00,1.00,0.00,0.00,0.03,0.07,0.00,255,6,0.02,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,smtp,SF,1620,331,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,1,3,0.00,0.00,0.00,0.00,1.00,0.00,1.00,158,147,0.77,0.04,0.01,0.01,0.00,0.00,0.00,0.00,normal,21

0,tcp,private,SH,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1.00,1.00,0.00,0.00,1.00,0.00,0.00,168,1,0.01,0.99,0.99,0.00,0.99,1.00,0.00,0.00,nmap,18

0,tcp,http,SF,54540,8314,0,0,0,2,0,1,1,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,249,0.98,0.01,0.00,0.00,0.00,0.00,0.06,0.06,back,15

0,tcp,http,SF,202,1320,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,37,37,0.00,0.00,0.00,0.00,1.00,0.00,0.00,50,255,1.00,0.00,0.02,0.04,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,54540,8314,0,0,0,2,0,1,1,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.25,0.25,1.00,0.00,0.00,255,229,0.90,0.01,0.00,0.00,0.00,0.00,0.01,0.00,back,11

0,tcp,http,SF,241,775,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,7,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,273,7,0.00,0.00,1.00,1.00,0.03,0.05,0.00,255,7,0.03,0.06,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21

0,tcp,http,SF,259,2169,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,229,0.90,0.02,0.00,0.00,0.00,0.00,0.06,0.00,normal,18

0,tcp,ftp_data,SF,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,14,21,0.93,0.14,0.93,0.10,0.00,0.00,0.00,0.00,warezmaster,5

0,tcp,gopher,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,243,6,0.02,0.00,0.98,1.00,0.02,0.07,0.00,255,6,0.02,0.06,0.00,0.00,0.02,0.00,0.98,1.00,neptune,20

0,tcp,telnet,S3,0,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1.00,1.00,0.00,0.00,1.00,0.00,0.00,255,101,0.40,0.53,0.00,0.00,0.30,0.75,0.51,0.00,processtable,19

0,tcp,telnet,SF,122,174,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,25,0.10,0.02,0.00,0.00,0.00,0.00,0.00,0.04,guess_passwd,9

0,udp,domain_u,SF,44,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,64,144,0.00,0.00,0.00,0.00,1.00,0.00,0.01,255,255,1.00,0.00,0.01,0.00,0.00,0.00,0.00,0.00,normal,20

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,132,5,0.00,0.00,1.00,1.00,0.04,0.06,0.00,255,5,0.02,0.06,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21

0,tcp,http,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,1,0.00,0.00,1.00,1.00,0.33,0.67,0.00,255,54,0.21,0.11,0.00,0.00,0.00,0.00,0.99,1.00,neptune,12

7400,tcp,telnet,SF,0,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,224,0.88,0.02,0.00,0.00,0.33,0.38,0.12,0.06,processtable,18

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,208,7,0.00,0.00,1.00,1.00,0.03,0.07,0.00,255,7,0.03,0.08,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21

0,tcp,telnet,SF,120,174,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,115,0.45,0.02,0.00,0.00,0.00,0.00,0.01,0.03,guess_passwd,11

0,tcp,http,SF,211,73588,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,3,0.00,0.00,0.00,0.00,1.00,0.00,0.00,48,255,1.00,0.00,0.02,0.04,0.00,0.00,0.00,0.00,normal,21

898,tcp,http,RSTR,56504,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,22,22,0.00,0.00,1.00,1.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.49,0.49,apache2,15

0,tcp,http,SF,287,678,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,28,28,0.00,0.00,0.00,0.00,1.00,0.00,0.00,28,255,1.00,0.00,0.04,0.01,0.00,0.00,0.00,0.00,normal,21

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,148,2,1.00,1.00,0.00,0.00,0.01,0.10,0.00,255,2,0.01,0.10,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,telnet,SF,124,174,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,2,0.01,0.02,0.00,0.00,0.00,0.00,0.00,0.00,guess_passwd,6

0,tcp,exec,RSTO,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,115,2,0.00,0.00,1.00,1.00,0.02,0.07,0.00,255,2,0.01,0.06,0.00,0.00,0.00,0.00,1.00,1.00,neptune,19

0,tcp,http,SF,361,1135,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,10,13,0.00,0.00,0.00,0.00,1.00,0.00,0.15,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,248,20,0.00,0.00,1.00,1.00,0.08,0.06,0.00,255,20,0.08,0.06,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21

0,udp,private,SF,56,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.95,0.00,0.00,0.00,0.00,0.00,normal,17

0,icmp,eco_i,SF,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,55,0.00,0.00,0.00,0.00,1.00,0.00,1.00,1,101,1.00,0.00,1.00,0.26,0.00,0.00,0.00,0.00,saint,15

4,tcp,pop_3,SF,28,93,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,211,192,0.91,0.01,0.00,0.00,0.00,0.00,0.05,0.00,guess_passwd,10

0,tcp,http,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,115,115,1.00,1.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.67,0.67,0.30,0.30,apache2,18

0,tcp,other,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,493,1,0.09,0.00,0.91,1.00,0.00,1.00,0.00,255,1,0.00,1.00,0.00,0.00,0.13,0.00,0.87,1.00,satan,19

0,udp,private,SF,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,51,6,0.00,0.00,0.00,0.00,0.12,0.63,0.00,255,9,0.04,0.91,0.27,0.00,0.11,0.00,0.61,0.00,normal,5

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,230,19,1.00,1.00,0.00,0.00,0.08,0.05,0.00,255,19,0.07,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,icmp,eco_i,SF,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,1,253,1.00,0.00,1.00,1.00,0.00,0.00,0.00,0.00,ipsweep,18

0,tcp,http,SF,231,5322,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,15,15,0.00,0.00,0.00,0.00,1.00,0.00,0.00,32,255,1.00,0.00,0.03,0.02,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,150,14988,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,53,255,1.00,0.00,0.02,0.05,0.00,0.00,0.00,0.00,normal,21

0,tcp,link,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,249,17,0.00,0.00,1.00,1.00,0.07,0.07,0.00,255,17,0.07,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,18

0,tcp,sunrpc,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,5,0.00,0.00,1.00,1.00,1.00,0.00,1.00,199,53,0.20,0.03,0.01,0.04,0.00,0.00,0.88,1.00,mscan,13

0,tcp,http,SF,326,935,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,20,0.00,0.00,0.00,0.00,1.00,0.00,0.10,7,255,1.00,0.00,0.14,0.03,0.00,0.00,0.00,0.00,normal,21

1,tcp,smtp,SF,924,279,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,255,170,0.67,0.02,0.00,0.00,0.00,0.00,0.02,0.03,normal,21

0,tcp,http,SF,303,1850,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,4,0.00,0.00,0.00,0.00,1.00,0.00,0.50,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,318,21595,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,6,0.00,0.00,0.00,0.00,1.00,0.00,0.33,2,255,1.00,0.00,0.50,0.03,0.00,0.00,0.00,0.00,normal,21

5,tcp,imap4,SF,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,1,0.00,0.00,0.50,0.00,0.50,1.00,0.00,187,51,0.20,0.03,0.01,0.04,0.00,0.00,0.17,0.27,mscan,7

282,tcp,ftp,SF,163,599,0,0,0,2,0,1,0,0,0,0,0,0,0,0,0,1,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,5,0.02,0.24,0.00,0.00,0.34,0.00,0.24,0.00,warezmaster,15

0,tcp,http,SF,298,2361,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,6,8,0.00,0.00,0.00,0.00,1.00,0.00,0.38,30,255,1.00,0.00,0.03,0.02,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,268,4740,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,239,0.94,0.02,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,260,9531,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,3,0.00,0.00,0.00,0.00,1.00,0.00,0.67,119,247,1.00,0.00,0.01,0.02,0.00,0.00,0.00,0.00,normal,21

4,tcp,pop_3,SF,30,93,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,231,0.91,0.04,0.00,0.00,0.00,0.00,0.00,0.00,guess_passwd,16

0,tcp,ftp,SF,26,157,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,131,61,0.47,0.03,0.01,0.00,0.00,0.00,0.00,0.00,guess_passwd,7

0,tcp,http,SF,224,356,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,15,0.00,0.00,0.00,0.00,1.00,0.00,0.20,2,255,1.00,0.00,0.50,0.06,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,225,1341,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,11,11,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

21,tcp,ftp,SF,210,751,0,0,0,4,0,1,0,0,0,0,0,0,0,0,0,1,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,140,16,0.11,0.06,0.01,0.00,0.00,0.00,0.00,0.00,normal,20

0,tcp,private,RSTO,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,260,20,0.00,0.00,1.00,1.00,0.08,0.07,0.00,255,20,0.08,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,290,13,1.00,1.00,0.00,0.00,0.04,0.06,0.00,255,13,0.05,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,http,SF,275,5223,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,22,255,1.00,0.00,0.05,0.03,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,323,541,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,4,0.00,0.00,0.00,0.00,1.00,0.00,0.75,9,255,1.00,0.00,0.11,0.01,0.00,0.00,0.00,0.00,normal,21

4,tcp,pop_3,SF,32,93,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,1,0.00,0.00,0.00,0.00,0.50,1.00,0.00,255,136,0.53,0.02,0.00,0.00,0.00,0.00,0.17,0.02,guess_passwd,12

0,udp,other,SF,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,145,1,0.00,0.00,0.00,0.00,0.01,1.00,0.00,255,1,0.00,0.62,0.99,0.00,0.00,0.00,0.00,0.00,satan,19

0,tcp,ftp_data,SF,61298,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,8,8,0.00,0.00,0.00,0.00,1.00,0.00,0.00,94,45,0.20,0.66,0.19,0.04,0.00,0.00,0.66,0.02,normal,21

0,udp,private,SF,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,65,2,0.00,0.00,0.00,0.00,0.03,0.94,0.00,255,2,0.01,0.70,0.97,0.00,0.00,0.00,0.03,0.00,normal,7

0,tcp,smtp,SF,1631,331,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,172,65,0.38,0.09,0.01,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,212,1795,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,21,255,1.00,0.00,0.05,0.04,0.00,0.00,0.00,0.00,normal,21

0,udp,private,SF,53,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,508,508,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.82,0.00,0.00,0.00,0.00,0.00,normal,17

7256,tcp,telnet,SF,0,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,248,0.97,0.02,0.00,0.00,0.33,0.34,0.04,0.02,processtable,18

0,tcp,http,SF,240,4926,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,11,11,0.00,0.00,0.00,0.00,1.00,0.00,0.00,37,255,1.00,0.00,0.03,0.02,0.00,0.00,0.00,0.00,normal,21

8185,tcp,telnet,SF,0,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,15,0.06,0.83,0.00,0.00,0.00,0.00,0.82,0.00,processtable,12

0,udp,domain_u,SF,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,6,0.00,0.00,0.00,0.00,1.00,0.00,0.50,129,59,0.24,0.04,0.24,0.03,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,193,2393,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,9,12,0.00,0.00,0.00,0.00,1.00,0.00,0.17,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,189,14,1.00,1.00,0.00,0.00,0.07,0.09,0.00,255,14,0.05,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,icmp,ecr_i,SF,508,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,182,182,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,1.00,0.00,0.00,0.00,0.00,0.00,smurf,18

0,icmp,ecr_i,SF,1480,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,3,0.00,0.00,0.00,0.00,1.00,0.00,0.67,1,7,1.00,0.00,1.00,0.57,0.00,0.00,0.00,0.00,pod,16

0,udp,private,SF,46,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,254,1.00,0.01,0.01,0.00,0.00,0.00,0.00,0.00,snmpguess,15

895,tcp,http,RSTR,57184,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,23,23,0.22,0.22,0.78,0.78,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.03,0.03,0.65,0.65,apache2,17

0,tcp,telnet,RSTO,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,226,12,0.00,0.00,1.00,1.00,0.05,0.07,0.00,255,12,0.05,0.08,0.00,0.00,0.00,0.00,1.00,1.00,neptune,20

0,tcp,http,SF,220,3313,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,6,14,0.00,0.00,0.00,0.00,1.00,0.00,0.21,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,other,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,472,1,0.12,0.00,0.88,1.00,0.00,1.00,0.00,255,1,0.00,0.99,0.00,0.00,0.18,0.00,0.81,1.00,satan,19

0,tcp,http,SF,298,2445,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,5,34,0.00,0.00,0.00,0.00,1.00,0.00,0.15,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,510,510,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,223,0.87,0.01,0.87,0.00,0.00,0.00,0.00,0.00,smurf,17

0,tcp,http,SF,235,1380,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,3,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,234,0.92,0.02,0.00,0.00,0.00,0.00,0.05,0.00,normal,18

0,tcp,http,SF,361,1241,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,25,25,0.00,0.00,0.00,0.00,1.00,0.00,0.00,82,224,1.00,0.00,0.01,0.02,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,243,345,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,25,26,0.00,0.00,0.00,0.00,1.00,0.00,0.08,107,255,1.00,0.00,0.01,0.03,0.00,0.00,0.00,0.00,normal,21

4,tcp,pop_3,SF,26,93,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,227,0.89,0.02,0.00,0.00,0.00,0.00,0.07,0.00,guess_passwd,15

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,108,8,1.00,1.00,0.00,0.00,0.07,0.06,0.00,255,8,0.03,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,finger,SF,10,283,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,2,0.01,0.02,0.00,0.00,0.00,0.00,0.79,0.00,normal,16

0,tcp,login,RSTO,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,101,9,0.00,0.00,1.00,1.00,0.09,0.07,0.00,255,9,0.04,0.06,0.00,0.00,0.00,0.00,1.00,1.00,neptune,20

0,udp,domain_u,SF,44,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,123,123,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,254,1.00,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,18