vansh11/Network_Anomaly_Detection · Datasets at Hugging Face

text stringlengths 140 168
0,icmp,eco_i,SF,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,52,0.00,0.00,0.00,0.00,1.00,0.00,1.00,2,40,1.00,0.00,1.00,0.30,0.00,0.00,0.00,0.00,saint,15
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,141,17,0.00,0.00,1.00,1.00,0.12,0.06,0.00,255,17,0.07,0.05,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21
0,tcp,http,SF,256,4544,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,15,15,0.00,0.00,0.00,0.00,1.00,0.00,0.00,56,236,1.00,0.00,0.02,0.02,0.00,0.00,0.00,0.00,normal,21
0,icmp,eco_i,SF,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,1,67,1.00,0.00,1.00,1.00,0.00,0.00,0.00,0.00,ipsweep,18
2,tcp,smtp,SF,4485,641,0,0,0,0,0,1,0,0,0,1,0,0,1,0,0,0,1,3,0.00,0.00,0.00,0.00,1.00,0.00,1.00,255,7,0.03,0.02,0.00,0.00,0.01,0.00,0.01,0.00,sendmail,1
0,tcp,smtp,SF,8873,330,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,51,135,0.78,0.10,0.02,0.01,0.00,0.00,0.00,0.01,normal,21
0,tcp,ftp_data,SF,738,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,188,49,0.26,0.03,0.26,0.00,0.00,0.00,0.01,0.00,normal,20
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,213,10,0.00,0.00,1.00,1.00,0.05,0.08,0.00,255,10,0.04,0.08,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21
282,tcp,ftp,SF,162,599,0,0,0,2,0,1,0,0,0,0,0,0,0,0,0,1,4,1,0.00,0.00,0.00,0.00,0.25,0.50,0.00,255,1,0.00,0.04,0.00,0.00,0.00,0.00,0.04,0.00,warezmaster,11
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,150,7,0.00,0.00,1.00,1.00,0.05,0.06,0.00,255,7,0.03,0.05,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21
0,tcp,http,SF,296,10508,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,45,255,1.00,0.00,0.02,0.02,0.00,0.00,0.00,0.00,normal,21
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,94,2,0.00,0.00,1.00,1.00,0.02,0.07,0.00,255,2,0.01,0.06,0.00,0.00,0.24,0.00,0.76,1.00,neptune,21
0,tcp,http,SF,294,1825,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,5,22,0.00,0.00,0.00,0.00,1.00,0.00,0.14,5,255,1.00,0.00,0.20,0.03,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,227,4494,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,6,255,1.00,0.00,0.17,0.03,0.00,0.00,0.00,0.00,normal,21
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,115,19,0.00,0.00,1.00,1.00,0.17,0.06,0.00,255,19,0.07,0.06,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21
0,tcp,http,SF,200,758,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,4,0.00,0.00,0.00,0.00,1.00,0.00,0.75,193,255,1.00,0.00,0.01,0.01,0.00,0.00,0.00,0.00,normal,21
0,udp,private,SF,105,146,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,254,1.00,0.01,0.02,0.00,0.00,0.00,0.00,0.00,snmpgetattack,7
0,tcp,other,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,510,1,0.02,0.00,0.98,1.00,0.00,1.00,0.00,255,1,0.00,1.00,0.00,0.00,0.05,0.00,0.95,1.00,satan,20
0,tcp,http,SF,304,1380,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,3,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,220,0.86,0.02,0.00,0.00,0.00,0.00,0.08,0.00,normal,18
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,269,11,0.00,0.00,1.00,1.00,0.04,0.06,0.00,255,11,0.04,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21
0,udp,private,SF,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,27,1,0.00,0.00,0.00,0.00,0.04,0.96,0.00,255,1,0.00,0.55,0.99,0.00,0.00,0.00,0.01,0.00,satan,17
0,tcp,other,SF,10073,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,11,1,0.00,0.00,0.00,0.00,0.09,1.00,0.00,30,1,0.03,0.43,0.70,0.00,0.00,0.00,0.00,0.00,normal,20
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,293,8,0.00,0.00,1.00,1.00,0.03,0.05,0.00,255,8,0.03,0.06,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21
0,udp,private,SF,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,254,1.00,0.01,0.00,0.00,0.00,0.00,0.00,0.00,snmpguess,16
0,tcp,http,SF,244,6356,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
58,tcp,telnet,SF,2615,4233,0,0,0,5,0,1,2,1,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,10,2,0.20,0.20,0.10,0.00,0.00,0.00,0.00,0.00,buffer_overflow,1
0,udp,private,SF,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,83,1,0.00,0.00,0.00,0.00,0.01,0.83,0.00,255,1,0.00,0.62,0.99,0.00,0.00,0.00,0.01,0.00,satan,15
4,tcp,pop_3,SF,32,93,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,248,229,0.92,0.01,0.00,0.00,0.00,0.00,0.04,0.00,guess_passwd,13
0,tcp,ftp,SF,26,157,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,74,42,0.57,0.05,0.01,0.00,0.00,0.00,0.00,0.00,guess_passwd,7
0,tcp,http,SF,310,1512,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,11,11,0.00,0.00,0.00,0.00,1.00,0.00,0.00,173,255,1.00,0.00,0.01,0.01,0.00,0.00,0.00,0.00,normal,21
1179,udp,other,SF,146,105,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,33,14,0.42,0.12,1.00,0.00,0.00,0.00,0.00,0.00,snmpgetattack,0
0,tcp,http,SF,224,595,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,2,255,1.00,0.00,0.50,0.02,0.00,0.00,0.00,0.00,normal,21
0,udp,domain_u,SF,44,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,3,0.00,0.00,0.00,0.00,0.67,0.67,0.67,255,250,0.98,0.01,0.01,0.00,0.00,0.00,0.00,0.00,normal,21
0,udp,domain_u,SF,44,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,404,404,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,254,1.00,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,18
0,tcp,http,SF,192,13332,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,131,0.51,0.03,0.00,0.00,0.00,0.00,0.01,0.00,normal,21
0,tcp,http,SF,212,3336,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,34,255,1.00,0.00,0.03,0.07,0.03,0.01,0.00,0.00,normal,21
807,tcp,http,RSTR,58624,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,43,43,0.02,0.02,0.98,0.98,1.00,0.00,0.00,255,253,0.99,0.01,0.00,0.00,0.01,0.01,0.71,0.72,apache2,14
0,icmp,ecr_i,SF,1008,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,236,236,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,1.00,0.00,0.00,0.00,0.00,0.00,smurf,18
0,tcp,http,SF,193,313,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,31,31,0.00,0.00,0.00,0.00,1.00,0.00,0.00,81,255,1.00,0.00,0.01,0.04,0.00,0.00,0.00,0.00,normal,21
0,udp,private,SF,45,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.02,0.00,0.00,0.00,0.00,0.00,snmpguess,14
0,icmp,eco_i,SF,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,70,0.00,0.00,0.00,0.00,1.00,0.00,1.00,3,36,1.00,0.00,1.00,0.28,0.00,0.00,0.00,0.00,saint,15
901,tcp,http,RSTR,59424,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,67,67,0.00,0.00,1.00,1.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.36,0.36,apache2,15
0,udp,private,SF,50,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.83,0.00,0.00,0.00,0.00,0.00,normal,15
0,tcp,time,RSTO,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,233,8,0.00,0.00,1.00,1.00,0.03,0.07,0.00,255,8,0.03,0.08,0.00,0.00,0.00,0.00,1.00,1.00,neptune,20
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,133,13,1.00,1.00,0.00,0.00,0.10,0.06,0.00,255,13,0.05,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,udp,private,SF,105,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,254,1.00,0.01,0.00,0.00,0.00,0.00,0.00,0.00,snmpgetattack,1
0,tcp,http,SF,235,8135,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,8,16,0.00,0.00,0.00,0.00,1.00,0.00,0.19,65,251,1.00,0.00,0.02,0.05,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,298,283,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,ldap,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,250,2,0.00,0.00,1.00,1.00,0.01,0.07,0.00,255,2,0.01,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,18
8228,tcp,telnet,SF,0,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,33,0.13,0.04,0.00,0.00,0.00,0.03,0.08,0.30,processtable,7
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,122,4,1.00,1.00,0.00,0.00,0.03,0.09,0.00,255,4,0.02,0.09,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,183,0.72,0.02,0.72,0.00,0.00,0.00,0.00,0.00,smurf,19
0,udp,domain_u,SF,43,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,111,111,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,20
0,udp,private,SF,105,145,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,254,1.00,0.01,0.01,0.00,0.00,0.00,0.00,0.00,normal,16
0,udp,domain_u,SF,45,138,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,98,178,0.00,0.00,0.00,0.00,0.99,0.02,0.01,255,254,1.00,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,18
0,tcp,domain,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,154,3,1.00,1.00,0.00,0.00,0.02,0.10,0.00,255,3,0.01,0.10,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18
0,tcp,http,SF,209,1374,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,18,23,0.00,0.00,0.00,0.00,1.00,0.00,0.17,198,255,1.00,0.00,0.01,0.03,0.00,0.00,0.00,0.00,normal,21
0,udp,private,SF,105,147,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,254,1.00,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,20
806,tcp,http,RSTR,60064,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,36,36,0.00,0.00,1.00,1.00,1.00,0.00,0.00,255,253,0.99,0.01,0.00,0.00,0.01,0.01,0.53,0.54,apache2,14
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,33,33,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,1.00,0.00,0.00,0.00,0.00,0.00,smurf,18
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,171,14,1.00,1.00,0.00,0.00,0.08,0.09,0.00,255,14,0.05,0.10,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,http,SF,340,29,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,7,0.00,0.00,0.00,0.00,1.00,0.00,0.00,82,255,1.00,0.00,0.01,0.02,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,177,2175,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,25,0.00,0.00,0.00,0.00,1.00,0.00,0.12,255,248,0.97,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,telnet,SF,119,174,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,3,3,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,69,0.27,0.02,0.00,0.00,0.00,0.00,0.01,0.04,guess_passwd,10
0,tcp,http,SF,239,1611,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,19,19,0.00,0.00,0.00,0.00,1.00,0.00,0.00,42,106,1.00,0.00,0.02,0.02,0.00,0.00,0.00,0.00,normal,21
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,271,6,0.00,0.00,1.00,1.00,0.02,0.06,0.00,255,6,0.02,0.06,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21
0,icmp,ecr_i,SF,1008,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,43,43,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,1.00,0.00,0.00,0.00,0.00,0.00,smurf,19
1964,tcp,telnet,SF,3760,29364,0,0,0,2,0,1,8,1,0,4,4,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,3,0.01,0.84,0.00,0.00,0.00,0.00,0.83,0.00,buffer_overflow,1
0,tcp,private,SH,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1.00,1.00,0.00,0.00,1.00,0.00,0.00,167,1,0.01,1.00,1.00,0.00,1.00,1.00,0.00,0.00,nmap,18
0,tcp,http,SF,246,4323,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,7,0.00,0.00,0.00,0.00,1.00,0.00,0.00,163,255,1.00,0.00,0.01,0.01,0.00,0.00,0.00,0.00,normal,21
0,tcp,ftp_data,SF,738,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,170,44,0.26,0.02,0.26,0.00,0.01,0.00,0.02,0.00,normal,20
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,224,3,0.00,0.00,1.00,1.00,0.01,0.08,0.00,255,3,0.01,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21
0,udp,private,SF,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,115,1,0.00,0.00,0.00,0.00,0.01,0.97,0.00,255,1,0.00,0.85,1.00,0.00,0.00,0.00,0.00,0.00,satan,16
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,104,104,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,1.00,0.00,0.00,0.00,0.00,0.00,smurf,21
0,tcp,csnet_ns,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,232,3,0.00,0.00,1.00,1.00,0.01,0.07,0.00,255,3,0.01,0.08,0.00,0.00,0.00,0.00,1.00,1.00,neptune,20
0,tcp,remote_job,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,235,3,0.00,0.00,1.00,1.00,0.01,0.06,0.00,255,3,0.01,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21
0,tcp,http,SF,325,1482,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,17,17,0.00,0.00,0.00,0.00,1.00,0.00,0.00,172,242,1.00,0.00,0.01,0.02,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,335,241,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,17,0.00,0.00,0.00,0.00,1.00,0.00,0.12,97,251,1.00,0.00,0.01,0.04,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,302,134000,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,5,255,1.00,0.00,0.20,0.07,0.00,0.00,0.00,0.00,normal,21
0,icmp,ecr_i,SF,508,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,119,119,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,1.00,0.00,0.00,0.00,0.00,0.00,smurf,18
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,236,19,0.00,0.00,1.00,1.00,0.08,0.08,0.00,255,19,0.07,0.08,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,107,12,0.00,0.00,1.00,1.00,0.11,0.06,0.00,255,12,0.05,0.05,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21
0,tcp,telnet,S3,0,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1.00,1.00,0.00,0.00,1.00,0.00,0.00,255,111,0.44,0.50,0.00,0.00,0.34,0.77,0.49,0.00,processtable,19
0,tcp,sunrpc,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,2,0.00,0.00,0.80,1.00,0.20,0.80,1.00,215,2,0.01,0.03,0.00,0.00,0.00,0.00,0.06,1.00,mscan,14
0,tcp,http,SF,219,5169,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,6,19,0.00,0.00,0.00,0.00,1.00,0.00,0.21,6,255,1.00,0.00,0.17,0.03,0.00,0.00,0.00,0.00,normal,21
280,tcp,ftp_data,SF,283618,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,3,0.00,0.00,0.00,0.00,1.00,0.00,0.67,1,17,1.00,0.00,1.00,0.24,0.00,0.00,0.00,0.00,warezmaster,15
0,tcp,ftp_data,SF,12983,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,161,82,0.51,0.03,0.51,0.00,0.00,0.00,0.01,0.00,normal,20
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,134,20,0.16,0.40,0.84,0.60,0.15,0.06,0.00,255,20,0.08,0.06,0.00,0.00,0.09,0.40,0.91,0.60,neptune,21
0,tcp,http,SF,343,462,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,5,7,0.00,0.00,0.00,0.00,1.00,0.00,0.43,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,152,19,0.00,0.00,1.00,1.00,0.12,0.07,0.00,255,19,0.07,0.06,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21
3,tcp,telnet,SF,119,174,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,17,0.07,0.02,0.00,0.00,0.00,0.00,0.00,0.06,guess_passwd,7
0,tcp,http,SF,228,13466,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,169,0.66,0.02,0.67,0.00,0.00,0.00,0.00,0.00,smurf,18
0,tcp,smtp,SF,3514,388,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,16,0.06,0.77,0.00,0.00,0.00,0.00,0.74,0.00,normal,18
0,tcp,http,SF,54540,8314,0,0,0,2,0,1,1,0,0,0,0,0,0,0,0,0,5,6,0.00,0.00,0.00,0.00,1.00,0.00,0.33,255,254,1.00,0.01,0.00,0.00,0.00,0.00,0.05,0.05,back,15
7682,tcp,telnet,SF,0,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,162,0.64,0.02,0.00,0.00,0.53,0.51,0.01,0.01,processtable,18
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,250,15,0.00,0.00,1.00,1.00,0.06,0.07,0.00,255,15,0.06,0.08,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21
0,tcp,other,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,412,1,0.17,1.00,0.81,0.00,0.00,1.00,0.00,255,1,0.00,0.95,0.00,0.00,0.13,1.00,0.85,0.00,satan,18
0,icmp,ecr_i,SF,1008,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,436,436,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,1.00,0.00,0.00,0.00,0.00,0.00,smurf,18
7,tcp,other,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,436,1,0.05,0.00,0.95,1.00,0.00,1.00,0.00,255,1,0.00,1.00,0.00,0.00,0.05,0.00,0.95,1.00,saint,17

0,icmp,eco_i,SF,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,52,0.00,0.00,0.00,0.00,1.00,0.00,1.00,2,40,1.00,0.00,1.00,0.30,0.00,0.00,0.00,0.00,saint,15

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,141,17,0.00,0.00,1.00,1.00,0.12,0.06,0.00,255,17,0.07,0.05,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21

0,tcp,http,SF,256,4544,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,15,15,0.00,0.00,0.00,0.00,1.00,0.00,0.00,56,236,1.00,0.00,0.02,0.02,0.00,0.00,0.00,0.00,normal,21

0,icmp,eco_i,SF,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,1,67,1.00,0.00,1.00,1.00,0.00,0.00,0.00,0.00,ipsweep,18

2,tcp,smtp,SF,4485,641,0,0,0,0,0,1,0,0,0,1,0,0,1,0,0,0,1,3,0.00,0.00,0.00,0.00,1.00,0.00,1.00,255,7,0.03,0.02,0.00,0.00,0.01,0.00,0.01,0.00,sendmail,1

0,tcp,smtp,SF,8873,330,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,51,135,0.78,0.10,0.02,0.01,0.00,0.00,0.00,0.01,normal,21

0,tcp,ftp_data,SF,738,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,188,49,0.26,0.03,0.26,0.00,0.00,0.00,0.01,0.00,normal,20

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,213,10,0.00,0.00,1.00,1.00,0.05,0.08,0.00,255,10,0.04,0.08,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21

282,tcp,ftp,SF,162,599,0,0,0,2,0,1,0,0,0,0,0,0,0,0,0,1,4,1,0.00,0.00,0.00,0.00,0.25,0.50,0.00,255,1,0.00,0.04,0.00,0.00,0.00,0.00,0.04,0.00,warezmaster,11

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,150,7,0.00,0.00,1.00,1.00,0.05,0.06,0.00,255,7,0.03,0.05,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21

0,tcp,http,SF,296,10508,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,45,255,1.00,0.00,0.02,0.02,0.00,0.00,0.00,0.00,normal,21

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,94,2,0.00,0.00,1.00,1.00,0.02,0.07,0.00,255,2,0.01,0.06,0.00,0.00,0.24,0.00,0.76,1.00,neptune,21

0,tcp,http,SF,294,1825,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,5,22,0.00,0.00,0.00,0.00,1.00,0.00,0.14,5,255,1.00,0.00,0.20,0.03,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,227,4494,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,6,255,1.00,0.00,0.17,0.03,0.00,0.00,0.00,0.00,normal,21

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,115,19,0.00,0.00,1.00,1.00,0.17,0.06,0.00,255,19,0.07,0.06,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21

0,tcp,http,SF,200,758,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,4,0.00,0.00,0.00,0.00,1.00,0.00,0.75,193,255,1.00,0.00,0.01,0.01,0.00,0.00,0.00,0.00,normal,21

0,udp,private,SF,105,146,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,254,1.00,0.01,0.02,0.00,0.00,0.00,0.00,0.00,snmpgetattack,7

0,tcp,other,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,510,1,0.02,0.00,0.98,1.00,0.00,1.00,0.00,255,1,0.00,1.00,0.00,0.00,0.05,0.00,0.95,1.00,satan,20

0,tcp,http,SF,304,1380,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,3,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,220,0.86,0.02,0.00,0.00,0.00,0.00,0.08,0.00,normal,18

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,269,11,0.00,0.00,1.00,1.00,0.04,0.06,0.00,255,11,0.04,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21

0,udp,private,SF,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,27,1,0.00,0.00,0.00,0.00,0.04,0.96,0.00,255,1,0.00,0.55,0.99,0.00,0.00,0.00,0.01,0.00,satan,17

0,tcp,other,SF,10073,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,11,1,0.00,0.00,0.00,0.00,0.09,1.00,0.00,30,1,0.03,0.43,0.70,0.00,0.00,0.00,0.00,0.00,normal,20

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,293,8,0.00,0.00,1.00,1.00,0.03,0.05,0.00,255,8,0.03,0.06,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21

0,udp,private,SF,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,254,1.00,0.01,0.00,0.00,0.00,0.00,0.00,0.00,snmpguess,16

0,tcp,http,SF,244,6356,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

58,tcp,telnet,SF,2615,4233,0,0,0,5,0,1,2,1,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,10,2,0.20,0.20,0.10,0.00,0.00,0.00,0.00,0.00,buffer_overflow,1

0,udp,private,SF,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,83,1,0.00,0.00,0.00,0.00,0.01,0.83,0.00,255,1,0.00,0.62,0.99,0.00,0.00,0.00,0.01,0.00,satan,15

4,tcp,pop_3,SF,32,93,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,248,229,0.92,0.01,0.00,0.00,0.00,0.00,0.04,0.00,guess_passwd,13

0,tcp,ftp,SF,26,157,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,74,42,0.57,0.05,0.01,0.00,0.00,0.00,0.00,0.00,guess_passwd,7

0,tcp,http,SF,310,1512,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,11,11,0.00,0.00,0.00,0.00,1.00,0.00,0.00,173,255,1.00,0.00,0.01,0.01,0.00,0.00,0.00,0.00,normal,21

1179,udp,other,SF,146,105,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,33,14,0.42,0.12,1.00,0.00,0.00,0.00,0.00,0.00,snmpgetattack,0

0,tcp,http,SF,224,595,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,2,255,1.00,0.00,0.50,0.02,0.00,0.00,0.00,0.00,normal,21

0,udp,domain_u,SF,44,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,3,0.00,0.00,0.00,0.00,0.67,0.67,0.67,255,250,0.98,0.01,0.01,0.00,0.00,0.00,0.00,0.00,normal,21

0,udp,domain_u,SF,44,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,404,404,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,254,1.00,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,18

0,tcp,http,SF,192,13332,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,131,0.51,0.03,0.00,0.00,0.00,0.00,0.01,0.00,normal,21

0,tcp,http,SF,212,3336,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,34,255,1.00,0.00,0.03,0.07,0.03,0.01,0.00,0.00,normal,21

807,tcp,http,RSTR,58624,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,43,43,0.02,0.02,0.98,0.98,1.00,0.00,0.00,255,253,0.99,0.01,0.00,0.00,0.01,0.01,0.71,0.72,apache2,14

0,icmp,ecr_i,SF,1008,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,236,236,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,1.00,0.00,0.00,0.00,0.00,0.00,smurf,18

0,tcp,http,SF,193,313,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,31,31,0.00,0.00,0.00,0.00,1.00,0.00,0.00,81,255,1.00,0.00,0.01,0.04,0.00,0.00,0.00,0.00,normal,21

0,udp,private,SF,45,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.02,0.00,0.00,0.00,0.00,0.00,snmpguess,14

0,icmp,eco_i,SF,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,70,0.00,0.00,0.00,0.00,1.00,0.00,1.00,3,36,1.00,0.00,1.00,0.28,0.00,0.00,0.00,0.00,saint,15

901,tcp,http,RSTR,59424,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,67,67,0.00,0.00,1.00,1.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.36,0.36,apache2,15

0,udp,private,SF,50,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.83,0.00,0.00,0.00,0.00,0.00,normal,15

0,tcp,time,RSTO,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,233,8,0.00,0.00,1.00,1.00,0.03,0.07,0.00,255,8,0.03,0.08,0.00,0.00,0.00,0.00,1.00,1.00,neptune,20

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,133,13,1.00,1.00,0.00,0.00,0.10,0.06,0.00,255,13,0.05,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,udp,private,SF,105,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,254,1.00,0.01,0.00,0.00,0.00,0.00,0.00,0.00,snmpgetattack,1

0,tcp,http,SF,235,8135,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,8,16,0.00,0.00,0.00,0.00,1.00,0.00,0.19,65,251,1.00,0.00,0.02,0.05,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,298,283,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,ldap,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,250,2,0.00,0.00,1.00,1.00,0.01,0.07,0.00,255,2,0.01,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,18

8228,tcp,telnet,SF,0,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,33,0.13,0.04,0.00,0.00,0.00,0.03,0.08,0.30,processtable,7

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,122,4,1.00,1.00,0.00,0.00,0.03,0.09,0.00,255,4,0.02,0.09,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,183,0.72,0.02,0.72,0.00,0.00,0.00,0.00,0.00,smurf,19

0,udp,domain_u,SF,43,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,111,111,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,20

0,udp,private,SF,105,145,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,254,1.00,0.01,0.01,0.00,0.00,0.00,0.00,0.00,normal,16

0,udp,domain_u,SF,45,138,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,98,178,0.00,0.00,0.00,0.00,0.99,0.02,0.01,255,254,1.00,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,18

0,tcp,domain,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,154,3,1.00,1.00,0.00,0.00,0.02,0.10,0.00,255,3,0.01,0.10,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18

0,tcp,http,SF,209,1374,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,18,23,0.00,0.00,0.00,0.00,1.00,0.00,0.17,198,255,1.00,0.00,0.01,0.03,0.00,0.00,0.00,0.00,normal,21

0,udp,private,SF,105,147,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,254,1.00,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,20

806,tcp,http,RSTR,60064,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,36,36,0.00,0.00,1.00,1.00,1.00,0.00,0.00,255,253,0.99,0.01,0.00,0.00,0.01,0.01,0.53,0.54,apache2,14

0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,33,33,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,1.00,0.00,0.00,0.00,0.00,0.00,smurf,18

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,171,14,1.00,1.00,0.00,0.00,0.08,0.09,0.00,255,14,0.05,0.10,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,http,SF,340,29,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,7,0.00,0.00,0.00,0.00,1.00,0.00,0.00,82,255,1.00,0.00,0.01,0.02,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,177,2175,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,25,0.00,0.00,0.00,0.00,1.00,0.00,0.12,255,248,0.97,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,telnet,SF,119,174,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,3,3,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,69,0.27,0.02,0.00,0.00,0.00,0.00,0.01,0.04,guess_passwd,10

0,tcp,http,SF,239,1611,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,19,19,0.00,0.00,0.00,0.00,1.00,0.00,0.00,42,106,1.00,0.00,0.02,0.02,0.00,0.00,0.00,0.00,normal,21

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,271,6,0.00,0.00,1.00,1.00,0.02,0.06,0.00,255,6,0.02,0.06,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21

0,icmp,ecr_i,SF,1008,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,43,43,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,1.00,0.00,0.00,0.00,0.00,0.00,smurf,19

1964,tcp,telnet,SF,3760,29364,0,0,0,2,0,1,8,1,0,4,4,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,3,0.01,0.84,0.00,0.00,0.00,0.00,0.83,0.00,buffer_overflow,1

0,tcp,private,SH,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1.00,1.00,0.00,0.00,1.00,0.00,0.00,167,1,0.01,1.00,1.00,0.00,1.00,1.00,0.00,0.00,nmap,18

0,tcp,http,SF,246,4323,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,7,0.00,0.00,0.00,0.00,1.00,0.00,0.00,163,255,1.00,0.00,0.01,0.01,0.00,0.00,0.00,0.00,normal,21

0,tcp,ftp_data,SF,738,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,170,44,0.26,0.02,0.26,0.00,0.01,0.00,0.02,0.00,normal,20

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,224,3,0.00,0.00,1.00,1.00,0.01,0.08,0.00,255,3,0.01,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21

0,udp,private,SF,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,115,1,0.00,0.00,0.00,0.00,0.01,0.97,0.00,255,1,0.00,0.85,1.00,0.00,0.00,0.00,0.00,0.00,satan,16

0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,104,104,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,1.00,0.00,0.00,0.00,0.00,0.00,smurf,21

0,tcp,csnet_ns,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,232,3,0.00,0.00,1.00,1.00,0.01,0.07,0.00,255,3,0.01,0.08,0.00,0.00,0.00,0.00,1.00,1.00,neptune,20

0,tcp,remote_job,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,235,3,0.00,0.00,1.00,1.00,0.01,0.06,0.00,255,3,0.01,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21

0,tcp,http,SF,325,1482,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,17,17,0.00,0.00,0.00,0.00,1.00,0.00,0.00,172,242,1.00,0.00,0.01,0.02,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,335,241,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,17,0.00,0.00,0.00,0.00,1.00,0.00,0.12,97,251,1.00,0.00,0.01,0.04,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,302,134000,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,5,255,1.00,0.00,0.20,0.07,0.00,0.00,0.00,0.00,normal,21

0,icmp,ecr_i,SF,508,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,119,119,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,1.00,0.00,0.00,0.00,0.00,0.00,smurf,18

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,236,19,0.00,0.00,1.00,1.00,0.08,0.08,0.00,255,19,0.07,0.08,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,107,12,0.00,0.00,1.00,1.00,0.11,0.06,0.00,255,12,0.05,0.05,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21

0,tcp,telnet,S3,0,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1.00,1.00,0.00,0.00,1.00,0.00,0.00,255,111,0.44,0.50,0.00,0.00,0.34,0.77,0.49,0.00,processtable,19

0,tcp,sunrpc,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,2,0.00,0.00,0.80,1.00,0.20,0.80,1.00,215,2,0.01,0.03,0.00,0.00,0.00,0.00,0.06,1.00,mscan,14

0,tcp,http,SF,219,5169,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,6,19,0.00,0.00,0.00,0.00,1.00,0.00,0.21,6,255,1.00,0.00,0.17,0.03,0.00,0.00,0.00,0.00,normal,21

280,tcp,ftp_data,SF,283618,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,3,0.00,0.00,0.00,0.00,1.00,0.00,0.67,1,17,1.00,0.00,1.00,0.24,0.00,0.00,0.00,0.00,warezmaster,15

0,tcp,ftp_data,SF,12983,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,161,82,0.51,0.03,0.51,0.00,0.00,0.00,0.01,0.00,normal,20

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,134,20,0.16,0.40,0.84,0.60,0.15,0.06,0.00,255,20,0.08,0.06,0.00,0.00,0.09,0.40,0.91,0.60,neptune,21

0,tcp,http,SF,343,462,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,5,7,0.00,0.00,0.00,0.00,1.00,0.00,0.43,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,152,19,0.00,0.00,1.00,1.00,0.12,0.07,0.00,255,19,0.07,0.06,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21

3,tcp,telnet,SF,119,174,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,17,0.07,0.02,0.00,0.00,0.00,0.00,0.00,0.06,guess_passwd,7

0,tcp,http,SF,228,13466,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,169,0.66,0.02,0.67,0.00,0.00,0.00,0.00,0.00,smurf,18

0,tcp,smtp,SF,3514,388,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,16,0.06,0.77,0.00,0.00,0.00,0.00,0.74,0.00,normal,18

0,tcp,http,SF,54540,8314,0,0,0,2,0,1,1,0,0,0,0,0,0,0,0,0,5,6,0.00,0.00,0.00,0.00,1.00,0.00,0.33,255,254,1.00,0.01,0.00,0.00,0.00,0.00,0.05,0.05,back,15

7682,tcp,telnet,SF,0,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,162,0.64,0.02,0.00,0.00,0.53,0.51,0.01,0.01,processtable,18

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,250,15,0.00,0.00,1.00,1.00,0.06,0.07,0.00,255,15,0.06,0.08,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21

0,tcp,other,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,412,1,0.17,1.00,0.81,0.00,0.00,1.00,0.00,255,1,0.00,0.95,0.00,0.00,0.13,1.00,0.85,0.00,satan,18

0,icmp,ecr_i,SF,1008,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,436,436,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,1.00,0.00,0.00,0.00,0.00,0.00,smurf,18

7,tcp,other,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,436,1,0.05,0.00,0.95,1.00,0.00,1.00,0.00,255,1,0.00,1.00,0.00,0.00,0.05,0.00,0.95,1.00,saint,17