vansh11/Network_Anomaly_Detection · Datasets at Hugging Face

text stringlengths 140 168
0,tcp,http,SF,300,2701,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,20,0.50,0.10,0.00,0.00,1.00,0.00,0.20,6,255,1.00,0.00,0.17,0.03,0.17,0.00,0.00,0.00,normal,20
0,tcp,http,SF,341,2753,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,24,24,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,udp,domain_u,SF,45,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,201,205,0.00,0.00,0.00,0.00,1.00,0.00,0.01,255,216,0.85,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,18
0,udp,other,SF,516,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,352,352,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,1.00,0.00,0.00,0.00,0.00,0.00,normal,17
0,tcp,http,SF,339,334,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,25,33,0.00,0.00,0.00,0.00,1.00,0.00,0.12,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,finger,SF,7,137,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,1,0.00,0.00,0.00,0.00,0.50,1.00,0.00,255,11,0.04,0.03,0.00,0.00,0.00,0.00,0.00,0.00,normal,20
0,tcp,http,SF,213,774,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,22,25,0.00,0.00,0.00,0.00,1.00,0.00,0.08,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,50,0.20,0.21,0.20,0.00,0.00,0.00,0.00,0.00,smurf,18
0,tcp,uucp,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,129,14,1.00,1.00,0.00,0.00,0.11,0.06,0.00,255,14,0.05,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,systat,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,263,12,0.00,0.00,1.00,1.00,0.05,0.06,0.00,255,12,0.05,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,20
0,tcp,http,SF,237,2450,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,5,0.00,0.00,0.00,0.00,1.00,0.00,0.60,78,255,1.00,0.00,0.01,0.04,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,198,810,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,232,1,0.00,0.00,1.00,1.00,0.00,0.07,0.00,255,1,0.00,0.09,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,125,19,1.00,1.00,0.00,0.00,0.15,0.06,0.00,255,13,0.05,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,139,12,1.00,1.00,0.00,0.00,0.09,0.06,0.00,255,13,0.05,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,icmp,urp_i,SF,78,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,13,3,0.00,0.00,0.00,0.00,0.23,0.15,0.00,255,12,0.05,0.01,0.05,0.00,0.00,0.00,0.00,0.00,normal,18
0,tcp,http,SF,54540,8314,0,0,0,2,0,1,1,0,0,0,0,0,0,0,0,0,3,3,0.00,0.00,0.00,0.00,1.00,0.00,0.00,209,209,1.00,0.00,0.00,0.00,0.00,0.00,0.01,0.01,back,11
0,tcp,http,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,1.00,1.00,1.00,0.00,0.00,16,22,1.00,0.00,0.06,0.09,0.00,0.09,1.00,0.77,normal,20
0,tcp,http,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,132,24,1.00,1.00,0.00,0.00,0.18,0.05,0.00,255,21,0.08,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18
0,tcp,ftp_data,SF,1376,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,103,0.40,0.02,0.40,0.00,0.00,0.00,0.00,0.00,normal,20
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,185,8,1.00,1.00,0.00,0.00,0.04,0.06,0.00,255,5,0.02,0.09,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,vmnet,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,171,13,0.00,0.00,1.00,1.00,0.08,0.06,0.00,255,13,0.05,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,18
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,214,7,1.00,1.00,0.00,0.00,0.03,0.08,0.00,255,7,0.03,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,88,5,1.00,1.00,0.00,0.00,0.06,0.07,0.00,255,1,0.00,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,275,13,0.00,0.00,1.00,1.00,0.05,0.07,0.00,255,13,0.05,0.09,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21
0,udp,domain_u,SF,46,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,223,222,0.00,0.00,0.00,0.00,1.00,0.01,0.00,255,242,0.95,0.02,0.00,0.00,0.00,0.00,0.00,0.00,normal,18
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,292,20,1.00,1.00,0.00,0.00,0.07,0.06,0.00,255,5,0.02,0.09,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,40,3,1.00,1.00,0.00,0.00,0.08,0.12,0.00,255,15,0.06,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,tcp,rje,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,32,1,0.03,0.00,0.88,1.00,0.03,1.00,0.00,255,1,0.00,0.16,0.00,0.00,0.00,0.00,0.12,1.00,satan,18
0,tcp,auth,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,207,3,1.00,1.00,0.00,0.00,0.01,0.07,0.00,255,3,0.01,0.09,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,tcp,telnet,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10,10,1.00,1.00,0.00,0.00,1.00,0.00,0.00,12,12,1.00,0.00,0.08,0.00,0.83,0.83,0.00,0.00,neptune,18
0,tcp,http,SF,289,824,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,8,9,0.00,0.00,0.00,0.00,1.00,0.00,0.22,22,255,1.00,0.00,0.05,0.01,0.00,0.00,0.00,0.00,normal,21
0,tcp,ftp_data,SF,151264,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,122,52,0.36,0.02,0.36,0.06,0.01,0.00,0.00,0.00,normal,21
0,udp,domain_u,SF,42,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,173,173,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.01,0.00,0.00,0.00,0.00,0.00,normal,18
0,tcp,klogin,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,141,5,1.00,1.00,0.00,0.00,0.04,0.05,0.00,255,5,0.02,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,udp,private,SF,28,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,9,9,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,9,0.04,0.01,0.04,0.00,0.00,0.00,0.00,0.00,teardrop,15
0,udp,domain_u,SF,45,77,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,188,188,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,250,0.98,0.01,0.01,0.00,0.00,0.00,0.00,0.00,normal,18
0,tcp,sql_net,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,178,10,1.00,1.00,0.00,0.00,0.06,0.07,0.00,255,10,0.04,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19
0,tcp,bgp,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,116,8,1.00,1.00,0.00,0.00,0.07,0.06,0.00,255,8,0.03,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19
0,tcp,supdup,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,113,3,1.00,1.00,0.00,0.00,0.03,0.05,0.00,255,3,0.01,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19
1,udp,private,SF,105,147,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,2,0.00,0.00,0.00,0.00,0.67,0.67,0.00,255,245,0.96,0.01,0.01,0.00,0.00,0.00,0.00,0.00,normal,20
0,tcp,courier,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,144,15,0.00,0.00,1.00,1.00,0.10,0.06,0.00,255,15,0.06,0.06,0.00,0.00,0.00,0.00,1.00,1.00,neptune,20
0,udp,domain_u,SF,46,112,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20,235,0.00,0.00,0.00,0.00,1.00,0.00,0.01,78,200,0.81,0.03,0.81,0.01,0.00,0.00,0.14,0.00,normal,18
0,tcp,http,SF,285,705,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,10,0.00,0.00,0.00,0.00,1.00,0.00,0.40,4,255,1.00,0.00,0.25,0.05,0.00,0.01,0.00,0.01,normal,21
0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,6,0.00,0.00,0.00,0.00,1.00,0.00,1.00,1,15,1.00,0.00,1.00,0.53,0.00,0.00,0.00,0.00,ipsweep,16
18078,tcp,other,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,http,SF,362,9375,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,6,0.00,0.00,0.00,0.00,1.00,0.00,0.33,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,237,336,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,ftp_data,SF,3468,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24,24,0.00,0.00,0.00,0.00,1.00,0.00,0.00,216,78,0.36,0.03,0.36,0.00,0.00,0.00,0.00,0.00,normal,20
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,135,6,1.00,1.00,0.00,0.00,0.04,0.06,0.00,255,5,0.02,0.09,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,http,SF,237,391,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,136,255,1.00,0.00,0.01,0.01,0.00,0.00,0.03,0.02,normal,21
0,tcp,ftp_data,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,198,13,1.00,1.00,0.00,0.00,0.07,0.06,0.00,255,13,0.05,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19
0,tcp,smtp,SF,1409,334,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,255,78,0.31,0.03,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,332,7355,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,8,8,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,icmp,eco_i,SF,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,6,2,0.00,0.00,0.00,0.00,0.33,0.33,0.00,255,4,0.02,0.01,0.05,0.00,0.00,0.00,0.00,0.00,normal,18
0,tcp,http,SF,194,3223,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,18,18,0.00,0.00,0.00,0.00,1.00,0.00,0.00,120,255,1.00,0.00,0.01,0.02,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,6,0.00,0.00,1.00,0.17,1.00,0.00,0.33,61,194,0.02,1.00,0.02,0.04,0.00,0.00,0.93,0.01,ipsweep,6
0,tcp,smtp,SF,1196,331,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,111,61,0.55,0.05,0.01,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,207,30886,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,2,255,1.00,0.00,0.50,0.02,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,287,673,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,205,255,1.00,0.00,0.00,0.02,0.00,0.00,0.00,0.00,normal,21
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,218,20,1.00,1.00,0.00,0.00,0.09,0.06,0.00,255,15,0.06,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,udp,private,SF,105,147,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,1,0.00,0.00,0.00,0.00,0.50,1.00,0.00,255,231,0.91,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
36873,tcp,private,RSTR,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,1.00,1.00,1.00,0.00,0.00,255,2,0.01,0.50,1.00,0.00,0.00,0.00,1.00,1.00,portsweep,15
0,tcp,http,SF,230,3618,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,12,16,0.00,0.00,0.00,0.00,1.00,0.00,0.19,40,255,1.00,0.00,0.03,0.01,0.00,0.00,0.00,0.00,normal,21
0,tcp,supdup,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,278,22,1.00,1.00,0.00,0.00,0.08,0.05,0.00,255,22,0.09,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,130,15,0.00,0.00,1.00,1.00,0.12,0.06,0.00,105,15,0.14,0.08,0.01,0.00,0.00,0.00,1.00,1.00,neptune,18
0,tcp,http,SF,304,484,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,32,255,1.00,0.00,0.03,0.04,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,326,733,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,20,20,0.00,0.00,0.00,0.00,1.00,0.00,0.00,204,255,1.00,0.00,0.00,0.02,0.00,0.01,0.02,0.02,normal,21
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,203,2,1.00,1.00,0.00,0.00,0.01,0.05,0.00,7,2,0.29,0.43,0.14,0.00,0.71,1.00,0.00,0.00,neptune,18
0,icmp,ecr_i,SF,520,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,447,447,0.00,0.00,0.00,0.00,1.00,0.00,0.00,160,160,1.00,0.00,1.00,0.00,0.00,0.00,0.00,0.00,smurf,19
1,tcp,smtp,SF,1269,330,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,76,45,0.59,0.07,0.01,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,systat,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,126,3,1.00,1.00,0.00,0.00,0.02,0.07,0.00,255,3,0.01,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,udp,domain_u,SF,45,111,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,272,272,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,251,0.98,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,18
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,117,14,1.00,1.00,0.00,0.00,0.12,0.06,0.00,255,6,0.02,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,ftp_data,SF,245,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,120,20,0.08,0.04,0.08,0.10,0.00,0.00,0.00,0.00,normal,21
4,tcp,ftp_data,SF,832,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,3,30,1.00,0.00,1.00,0.13,0.00,0.00,0.00,0.00,warezclient,12
0,tcp,csnet_ns,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,237,4,1.00,1.00,0.00,0.00,0.02,0.07,0.00,255,4,0.02,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,tcp,smtp,SF,1581,334,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,198,190,0.75,0.02,0.01,0.01,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,198,4713,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,17,19,0.00,0.00,0.00,0.00,1.00,0.00,0.11,17,255,1.00,0.00,0.06,0.06,0.00,0.01,0.00,0.01,normal,21
0,tcp,http,SF,54540,8314,0,0,0,2,0,1,1,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,65,65,1.00,0.00,0.02,0.00,0.00,0.00,0.02,0.02,back,12
21,tcp,X11,SF,238508,24420,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,26,0.10,0.03,0.00,0.00,0.00,0.00,0.00,0.00,normal,20
0,tcp,echo,RSTO,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,261,15,0.00,0.00,1.00,1.00,0.06,0.07,0.00,255,15,0.06,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,20
0,tcp,http,SF,242,576,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,12,12,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
42804,tcp,private,RSTR,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,1.00,1.00,1.00,0.00,0.00,130,2,0.02,0.06,0.08,0.00,0.00,0.00,0.08,1.00,portsweep,13
0,tcp,http,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,1.00,1.00,1.00,0.00,0.00,2,235,1.00,0.00,0.50,0.20,0.00,0.00,1.00,0.99,normal,21
0,tcp,supdup,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,297,19,0.00,0.00,1.00,1.00,0.06,0.06,0.00,255,19,0.07,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,20
0,tcp,ftp,SF,1168,2447,0,0,0,28,0,1,0,0,0,0,0,0,0,0,0,1,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,110,0.43,0.02,0.00,0.00,0.00,0.00,0.01,0.00,warezclient,14
0,tcp,finger,SF,8,138,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,174,13,0.06,0.02,0.01,0.15,0.00,0.00,0.00,0.00,normal,21
0,udp,domain_u,SF,46,97,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,200,200,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.01,0.00,0.00,0.00,0.00,0.00,normal,18
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,115,13,1.00,1.00,0.00,0.00,0.11,0.07,0.00,255,30,0.12,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19
0,tcp,http,SF,257,5097,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,6,6,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.01,0.01,normal,21
6,tcp,smtp,SF,922,367,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,66,165,0.77,0.09,0.02,0.01,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,294,2126,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,6,6,0.00,0.00,0.00,0.00,1.00,0.00,0.00,43,255,1.00,0.00,0.02,0.05,0.00,0.00,0.00,0.00,normal,21
0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,6,0.00,0.00,0.00,0.00,1.00,0.00,1.00,1,62,1.00,0.00,1.00,0.52,0.00,0.00,0.00,0.00,ipsweep,16
0,tcp,http,SF,204,64021,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,11,11,0.00,0.00,0.00,0.00,1.00,0.00,0.00,74,255,1.00,0.00,0.01,0.04,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,306,788,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,24,190,1.00,0.00,0.04,0.06,0.00,0.00,0.00,0.00,normal,21
2,tcp,smtp,SF,658,331,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,3,0.00,0.00,0.00,0.00,1.00,0.00,1.00,185,243,0.96,0.01,0.01,0.01,0.00,0.00,0.00,0.00,normal,21
0,udp,domain_u,SF,44,125,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,87,167,0.00,0.00,0.00,0.00,1.00,0.00,0.01,255,249,0.98,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,18
0,tcp,http,SF,237,2535,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,47,0.00,0.00,0.00,0.00,1.00,0.00,0.06,4,255,1.00,0.00,0.25,0.04,0.00,0.00,0.00,0.00,normal,21
0,tcp,telnet,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,8,8,1.00,1.00,0.00,0.00,1.00,0.00,0.00,48,9,0.17,0.06,0.02,0.22,1.00,0.89,0.00,0.00,neptune,19

0,tcp,http,SF,300,2701,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,20,0.50,0.10,0.00,0.00,1.00,0.00,0.20,6,255,1.00,0.00,0.17,0.03,0.17,0.00,0.00,0.00,normal,20

0,tcp,http,SF,341,2753,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,24,24,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,udp,domain_u,SF,45,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,201,205,0.00,0.00,0.00,0.00,1.00,0.00,0.01,255,216,0.85,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,18

0,udp,other,SF,516,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,352,352,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,1.00,0.00,0.00,0.00,0.00,0.00,normal,17

0,tcp,http,SF,339,334,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,25,33,0.00,0.00,0.00,0.00,1.00,0.00,0.12,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,finger,SF,7,137,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,1,0.00,0.00,0.00,0.00,0.50,1.00,0.00,255,11,0.04,0.03,0.00,0.00,0.00,0.00,0.00,0.00,normal,20

0,tcp,http,SF,213,774,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,22,25,0.00,0.00,0.00,0.00,1.00,0.00,0.08,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,50,0.20,0.21,0.20,0.00,0.00,0.00,0.00,0.00,smurf,18

0,tcp,uucp,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,129,14,1.00,1.00,0.00,0.00,0.11,0.06,0.00,255,14,0.05,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,systat,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,263,12,0.00,0.00,1.00,1.00,0.05,0.06,0.00,255,12,0.05,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,20

0,tcp,http,SF,237,2450,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,5,0.00,0.00,0.00,0.00,1.00,0.00,0.60,78,255,1.00,0.00,0.01,0.04,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,198,810,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,232,1,0.00,0.00,1.00,1.00,0.00,0.07,0.00,255,1,0.00,0.09,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,125,19,1.00,1.00,0.00,0.00,0.15,0.06,0.00,255,13,0.05,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,139,12,1.00,1.00,0.00,0.00,0.09,0.06,0.00,255,13,0.05,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,icmp,urp_i,SF,78,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,13,3,0.00,0.00,0.00,0.00,0.23,0.15,0.00,255,12,0.05,0.01,0.05,0.00,0.00,0.00,0.00,0.00,normal,18

0,tcp,http,SF,54540,8314,0,0,0,2,0,1,1,0,0,0,0,0,0,0,0,0,3,3,0.00,0.00,0.00,0.00,1.00,0.00,0.00,209,209,1.00,0.00,0.00,0.00,0.00,0.00,0.01,0.01,back,11

0,tcp,http,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,1.00,1.00,1.00,0.00,0.00,16,22,1.00,0.00,0.06,0.09,0.00,0.09,1.00,0.77,normal,20

0,tcp,http,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,132,24,1.00,1.00,0.00,0.00,0.18,0.05,0.00,255,21,0.08,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18

0,tcp,ftp_data,SF,1376,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,103,0.40,0.02,0.40,0.00,0.00,0.00,0.00,0.00,normal,20

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,185,8,1.00,1.00,0.00,0.00,0.04,0.06,0.00,255,5,0.02,0.09,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,vmnet,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,171,13,0.00,0.00,1.00,1.00,0.08,0.06,0.00,255,13,0.05,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,18

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,214,7,1.00,1.00,0.00,0.00,0.03,0.08,0.00,255,7,0.03,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,88,5,1.00,1.00,0.00,0.00,0.06,0.07,0.00,255,1,0.00,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,275,13,0.00,0.00,1.00,1.00,0.05,0.07,0.00,255,13,0.05,0.09,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21

0,udp,domain_u,SF,46,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,223,222,0.00,0.00,0.00,0.00,1.00,0.01,0.00,255,242,0.95,0.02,0.00,0.00,0.00,0.00,0.00,0.00,normal,18

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,292,20,1.00,1.00,0.00,0.00,0.07,0.06,0.00,255,5,0.02,0.09,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,40,3,1.00,1.00,0.00,0.00,0.08,0.12,0.00,255,15,0.06,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,tcp,rje,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,32,1,0.03,0.00,0.88,1.00,0.03,1.00,0.00,255,1,0.00,0.16,0.00,0.00,0.00,0.00,0.12,1.00,satan,18

0,tcp,auth,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,207,3,1.00,1.00,0.00,0.00,0.01,0.07,0.00,255,3,0.01,0.09,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,tcp,telnet,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10,10,1.00,1.00,0.00,0.00,1.00,0.00,0.00,12,12,1.00,0.00,0.08,0.00,0.83,0.83,0.00,0.00,neptune,18

0,tcp,http,SF,289,824,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,8,9,0.00,0.00,0.00,0.00,1.00,0.00,0.22,22,255,1.00,0.00,0.05,0.01,0.00,0.00,0.00,0.00,normal,21

0,tcp,ftp_data,SF,151264,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,122,52,0.36,0.02,0.36,0.06,0.01,0.00,0.00,0.00,normal,21

0,udp,domain_u,SF,42,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,173,173,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.01,0.00,0.00,0.00,0.00,0.00,normal,18

0,tcp,klogin,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,141,5,1.00,1.00,0.00,0.00,0.04,0.05,0.00,255,5,0.02,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,udp,private,SF,28,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,9,9,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,9,0.04,0.01,0.04,0.00,0.00,0.00,0.00,0.00,teardrop,15

0,udp,domain_u,SF,45,77,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,188,188,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,250,0.98,0.01,0.01,0.00,0.00,0.00,0.00,0.00,normal,18

0,tcp,sql_net,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,178,10,1.00,1.00,0.00,0.00,0.06,0.07,0.00,255,10,0.04,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19

0,tcp,bgp,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,116,8,1.00,1.00,0.00,0.00,0.07,0.06,0.00,255,8,0.03,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19

0,tcp,supdup,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,113,3,1.00,1.00,0.00,0.00,0.03,0.05,0.00,255,3,0.01,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19

1,udp,private,SF,105,147,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,2,0.00,0.00,0.00,0.00,0.67,0.67,0.00,255,245,0.96,0.01,0.01,0.00,0.00,0.00,0.00,0.00,normal,20

0,tcp,courier,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,144,15,0.00,0.00,1.00,1.00,0.10,0.06,0.00,255,15,0.06,0.06,0.00,0.00,0.00,0.00,1.00,1.00,neptune,20

0,udp,domain_u,SF,46,112,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20,235,0.00,0.00,0.00,0.00,1.00,0.00,0.01,78,200,0.81,0.03,0.81,0.01,0.00,0.00,0.14,0.00,normal,18

0,tcp,http,SF,285,705,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,10,0.00,0.00,0.00,0.00,1.00,0.00,0.40,4,255,1.00,0.00,0.25,0.05,0.00,0.01,0.00,0.01,normal,21

0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,6,0.00,0.00,0.00,0.00,1.00,0.00,1.00,1,15,1.00,0.00,1.00,0.53,0.00,0.00,0.00,0.00,ipsweep,16

18078,tcp,other,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,http,SF,362,9375,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,6,0.00,0.00,0.00,0.00,1.00,0.00,0.33,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,237,336,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,ftp_data,SF,3468,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24,24,0.00,0.00,0.00,0.00,1.00,0.00,0.00,216,78,0.36,0.03,0.36,0.00,0.00,0.00,0.00,0.00,normal,20

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,135,6,1.00,1.00,0.00,0.00,0.04,0.06,0.00,255,5,0.02,0.09,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,http,SF,237,391,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,136,255,1.00,0.00,0.01,0.01,0.00,0.00,0.03,0.02,normal,21

0,tcp,ftp_data,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,198,13,1.00,1.00,0.00,0.00,0.07,0.06,0.00,255,13,0.05,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19

0,tcp,smtp,SF,1409,334,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,255,78,0.31,0.03,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,332,7355,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,8,8,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,icmp,eco_i,SF,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,6,2,0.00,0.00,0.00,0.00,0.33,0.33,0.00,255,4,0.02,0.01,0.05,0.00,0.00,0.00,0.00,0.00,normal,18

0,tcp,http,SF,194,3223,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,18,18,0.00,0.00,0.00,0.00,1.00,0.00,0.00,120,255,1.00,0.00,0.01,0.02,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,6,0.00,0.00,1.00,0.17,1.00,0.00,0.33,61,194,0.02,1.00,0.02,0.04,0.00,0.00,0.93,0.01,ipsweep,6

0,tcp,smtp,SF,1196,331,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,111,61,0.55,0.05,0.01,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,207,30886,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,2,255,1.00,0.00,0.50,0.02,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,287,673,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,205,255,1.00,0.00,0.00,0.02,0.00,0.00,0.00,0.00,normal,21

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,218,20,1.00,1.00,0.00,0.00,0.09,0.06,0.00,255,15,0.06,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,udp,private,SF,105,147,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,1,0.00,0.00,0.00,0.00,0.50,1.00,0.00,255,231,0.91,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

36873,tcp,private,RSTR,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,1.00,1.00,1.00,0.00,0.00,255,2,0.01,0.50,1.00,0.00,0.00,0.00,1.00,1.00,portsweep,15

0,tcp,http,SF,230,3618,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,12,16,0.00,0.00,0.00,0.00,1.00,0.00,0.19,40,255,1.00,0.00,0.03,0.01,0.00,0.00,0.00,0.00,normal,21

0,tcp,supdup,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,278,22,1.00,1.00,0.00,0.00,0.08,0.05,0.00,255,22,0.09,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,130,15,0.00,0.00,1.00,1.00,0.12,0.06,0.00,105,15,0.14,0.08,0.01,0.00,0.00,0.00,1.00,1.00,neptune,18

0,tcp,http,SF,304,484,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,32,255,1.00,0.00,0.03,0.04,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,326,733,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,20,20,0.00,0.00,0.00,0.00,1.00,0.00,0.00,204,255,1.00,0.00,0.00,0.02,0.00,0.01,0.02,0.02,normal,21

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,203,2,1.00,1.00,0.00,0.00,0.01,0.05,0.00,7,2,0.29,0.43,0.14,0.00,0.71,1.00,0.00,0.00,neptune,18

0,icmp,ecr_i,SF,520,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,447,447,0.00,0.00,0.00,0.00,1.00,0.00,0.00,160,160,1.00,0.00,1.00,0.00,0.00,0.00,0.00,0.00,smurf,19

1,tcp,smtp,SF,1269,330,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,76,45,0.59,0.07,0.01,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,systat,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,126,3,1.00,1.00,0.00,0.00,0.02,0.07,0.00,255,3,0.01,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,udp,domain_u,SF,45,111,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,272,272,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,251,0.98,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,18

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,117,14,1.00,1.00,0.00,0.00,0.12,0.06,0.00,255,6,0.02,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,ftp_data,SF,245,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,120,20,0.08,0.04,0.08,0.10,0.00,0.00,0.00,0.00,normal,21

4,tcp,ftp_data,SF,832,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,3,30,1.00,0.00,1.00,0.13,0.00,0.00,0.00,0.00,warezclient,12

0,tcp,csnet_ns,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,237,4,1.00,1.00,0.00,0.00,0.02,0.07,0.00,255,4,0.02,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,tcp,smtp,SF,1581,334,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,198,190,0.75,0.02,0.01,0.01,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,198,4713,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,17,19,0.00,0.00,0.00,0.00,1.00,0.00,0.11,17,255,1.00,0.00,0.06,0.06,0.00,0.01,0.00,0.01,normal,21

0,tcp,http,SF,54540,8314,0,0,0,2,0,1,1,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,65,65,1.00,0.00,0.02,0.00,0.00,0.00,0.02,0.02,back,12

21,tcp,X11,SF,238508,24420,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,26,0.10,0.03,0.00,0.00,0.00,0.00,0.00,0.00,normal,20

0,tcp,echo,RSTO,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,261,15,0.00,0.00,1.00,1.00,0.06,0.07,0.00,255,15,0.06,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,20

0,tcp,http,SF,242,576,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,12,12,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

42804,tcp,private,RSTR,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,1.00,1.00,1.00,0.00,0.00,130,2,0.02,0.06,0.08,0.00,0.00,0.00,0.08,1.00,portsweep,13

0,tcp,http,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,1.00,1.00,1.00,0.00,0.00,2,235,1.00,0.00,0.50,0.20,0.00,0.00,1.00,0.99,normal,21

0,tcp,supdup,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,297,19,0.00,0.00,1.00,1.00,0.06,0.06,0.00,255,19,0.07,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,20

0,tcp,ftp,SF,1168,2447,0,0,0,28,0,1,0,0,0,0,0,0,0,0,0,1,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,110,0.43,0.02,0.00,0.00,0.00,0.00,0.01,0.00,warezclient,14

0,tcp,finger,SF,8,138,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,174,13,0.06,0.02,0.01,0.15,0.00,0.00,0.00,0.00,normal,21

0,udp,domain_u,SF,46,97,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,200,200,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.01,0.00,0.00,0.00,0.00,0.00,normal,18

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,115,13,1.00,1.00,0.00,0.00,0.11,0.07,0.00,255,30,0.12,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19

0,tcp,http,SF,257,5097,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,6,6,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.01,0.01,normal,21

6,tcp,smtp,SF,922,367,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,66,165,0.77,0.09,0.02,0.01,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,294,2126,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,6,6,0.00,0.00,0.00,0.00,1.00,0.00,0.00,43,255,1.00,0.00,0.02,0.05,0.00,0.00,0.00,0.00,normal,21

0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,6,0.00,0.00,0.00,0.00,1.00,0.00,1.00,1,62,1.00,0.00,1.00,0.52,0.00,0.00,0.00,0.00,ipsweep,16

0,tcp,http,SF,204,64021,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,11,11,0.00,0.00,0.00,0.00,1.00,0.00,0.00,74,255,1.00,0.00,0.01,0.04,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,306,788,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,24,190,1.00,0.00,0.04,0.06,0.00,0.00,0.00,0.00,normal,21

2,tcp,smtp,SF,658,331,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,3,0.00,0.00,0.00,0.00,1.00,0.00,1.00,185,243,0.96,0.01,0.01,0.01,0.00,0.00,0.00,0.00,normal,21

0,udp,domain_u,SF,44,125,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,87,167,0.00,0.00,0.00,0.00,1.00,0.00,0.01,255,249,0.98,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,18

0,tcp,http,SF,237,2535,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,47,0.00,0.00,0.00,0.00,1.00,0.00,0.06,4,255,1.00,0.00,0.25,0.04,0.00,0.00,0.00,0.00,normal,21

0,tcp,telnet,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,8,8,1.00,1.00,0.00,0.00,1.00,0.00,0.00,48,9,0.17,0.06,0.02,0.22,1.00,0.89,0.00,0.00,neptune,19