vansh11/Network_Anomaly_Detection · Datasets at Hugging Face

text stringlengths 140 168
0,tcp,http,SF,308,311,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,7,0.00,0.00,0.00,0.00,1.00,0.00,0.00,141,245,1.00,0.00,0.01,0.01,0.00,0.00,0.03,0.02,normal,21
0,tcp,http,SF,250,2577,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,3,0.00,0.00,0.00,0.00,1.00,0.00,0.00,22,255,1.00,0.00,0.05,0.03,0.00,0.00,0.00,0.00,normal,21
1,tcp,smtp,SF,2589,333,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,154,88,0.57,0.05,0.01,0.00,0.00,0.00,0.01,0.00,normal,21
0,icmp,eco_i,SF,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,1,0.00,0.00,0.00,0.00,0.50,1.00,0.00,255,8,0.03,0.01,0.11,0.00,0.00,0.00,0.00,0.00,normal,19
0,tcp,http,SF,346,1211,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,11,11,0.09,0.09,0.00,0.00,1.00,0.00,0.00,121,191,1.00,0.00,0.01,0.02,0.01,0.01,0.00,0.00,normal,21
0,tcp,http,SF,277,267,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,5,5,0.00,0.00,0.00,0.00,1.00,0.00,0.00,172,255,1.00,0.00,0.01,0.01,0.01,0.00,0.00,0.00,normal,21
731,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,201,280,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,8,8,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,233,7,0.00,0.00,1.00,1.00,0.03,0.07,0.00,255,7,0.03,0.09,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,108,13,1.00,1.00,0.00,0.00,0.12,0.06,0.00,255,10,0.04,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,smtp,SF,2517,330,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,3,0.00,0.33,0.00,0.00,1.00,0.00,1.00,215,133,0.62,0.02,0.00,0.00,0.00,0.00,0.05,0.08,normal,21
0,tcp,ftp_data,SF,748,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,154,76,0.38,0.02,0.38,0.03,0.01,0.01,0.00,0.00,normal,21
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,251,19,1.00,1.00,0.00,0.00,0.08,0.06,0.00,255,2,0.01,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,nnsp,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,101,1,0.00,0.00,1.00,1.00,0.01,0.07,0.00,255,1,0.00,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,19
0,tcp,http,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23,23,0.00,0.00,1.00,1.00,1.00,0.00,0.00,69,255,1.00,0.00,0.01,0.11,0.00,0.00,1.00,0.83,normal,21
0,tcp,http,SF,270,8134,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,8,10,0.00,0.00,0.00,0.00,1.00,0.00,0.20,165,255,1.00,0.00,0.01,0.04,0.01,0.01,0.00,0.00,normal,21
0,tcp,csnet_ns,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,1,1.00,1.00,0.00,0.00,0.25,0.75,0.00,255,1,0.00,0.09,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18
0,tcp,http,SF,243,775,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,10,13,0.00,0.00,0.00,0.00,1.00,0.00,0.31,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,gopher,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,263,18,1.00,1.00,0.00,0.00,0.07,0.07,0.00,255,18,0.07,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,tcp,http,SF,228,13293,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,20,0.00,0.00,0.00,0.00,1.00,0.00,0.15,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,289,899,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,116,255,1.00,0.00,0.01,0.03,0.01,0.01,0.00,0.00,normal,21
0,tcp,http,SF,156,1809,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,18,255,1.00,0.00,0.06,0.02,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,315,1413,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,7,0.00,0.00,0.00,0.00,1.00,0.00,0.00,7,255,1.00,0.00,0.14,0.02,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,1.00,1.00,1.00,0.00,0.00,12,255,1.00,0.00,0.08,0.28,0.00,0.00,1.00,1.00,normal,21
0,udp,domain_u,SF,44,78,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,258,258,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,236,0.93,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,18
0,tcp,http,SF,307,587,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,10,10,0.00,0.00,0.00,0.00,1.00,0.00,0.00,10,255,1.00,0.00,0.10,0.04,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.50,0.50,0.00,0.00,1.00,0.00,0.00,2,231,1.00,0.00,1.00,0.06,0.50,0.00,0.00,0.00,normal,17
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,510,510,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,51,0.20,0.16,0.20,0.00,0.00,0.00,0.00,0.00,smurf,18
0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,34,0.00,0.00,0.00,0.00,1.00,0.00,1.00,2,255,1.00,0.00,1.00,0.50,0.00,0.00,0.00,0.00,ipsweep,18
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,149,4,1.00,1.00,0.00,0.00,0.03,0.07,0.00,255,15,0.06,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,tcp,netbios_ssn,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,279,11,0.00,0.00,1.00,1.00,0.04,0.06,0.00,255,11,0.04,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21
0,tcp,http,SF,198,1685,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,18,18,0.00,0.00,0.00,0.00,1.00,0.00,0.00,43,255,1.00,0.00,0.02,0.04,0.02,0.01,0.00,0.00,normal,21
0,tcp,http,SF,54540,8314,0,0,0,2,0,1,1,0,0,0,0,0,0,0,0,0,3,3,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.04,0.04,back,16
0,tcp,http,SF,213,24572,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,152,255,1.00,0.00,0.01,0.01,0.00,0.00,0.00,0.00,normal,21
27,tcp,ftp,SF,916,2720,0,0,0,19,0,1,0,0,0,0,0,0,0,0,0,1,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,5,5,1.00,0.00,0.20,0.00,0.00,0.00,0.00,0.00,normal,20
0,udp,domain_u,SF,45,114,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,255,233,0.91,0.01,0.00,0.00,0.00,0.00,0.02,0.00,normal,18
0,udp,domain_u,SF,43,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,120,200,0.00,0.00,0.00,0.00,1.00,0.00,0.01,255,255,1.00,0.00,0.01,0.00,0.00,0.00,0.00,0.00,normal,18
0,tcp,ftp_data,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,2,1.00,1.00,0.00,0.00,0.50,0.50,0.00,255,55,0.22,0.02,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19
0,tcp,http,SF,54540,8314,0,0,0,2,0,1,1,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,140,140,1.00,0.00,0.01,0.00,0.00,0.00,0.05,0.05,back,11
0,udp,domain_u,SF,44,132,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,207,287,0.00,0.00,0.00,0.00,1.00,0.00,0.01,255,253,0.99,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,18
0,tcp,http,SF,191,171,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,11,11,0.00,0.00,0.00,0.00,1.00,0.00,0.00,75,255,1.00,0.00,0.01,0.04,0.00,0.00,0.00,0.01,normal,21
28,tcp,ftp,SF,1479,4152,0,0,0,30,0,1,0,0,0,0,0,0,0,0,0,1,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,121,34,0.28,0.04,0.01,0.00,0.00,0.00,0.01,0.03,normal,17
0,tcp,http,SF,296,318,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,8,47,0.00,0.00,0.00,0.00,1.00,0.00,0.09,178,255,1.00,0.00,0.01,0.03,0.00,0.00,0.00,0.00,normal,21
0,tcp,ftp_data,SF,192,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,164,111,0.60,0.02,0.60,0.02,0.00,0.01,0.00,0.00,normal,21
0,tcp,ftp_data,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,77,17,1.00,1.00,0.00,0.00,0.22,0.05,0.00,255,37,0.15,0.06,0.01,0.00,1.00,1.00,0.00,0.00,neptune,18
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,230,17,1.00,1.00,0.00,0.00,0.07,0.07,0.00,255,19,0.07,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,http,SF,205,294,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,13,13,0.00,0.00,0.00,0.00,1.00,0.00,0.00,112,255,1.00,0.00,0.01,0.01,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,301,1691,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,13,13,0.00,0.00,0.00,0.00,1.00,0.00,0.00,75,255,1.00,0.00,0.01,0.04,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,198,3018,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,8,40,0.00,0.00,0.00,0.00,1.00,0.00,0.08,18,255,1.00,0.00,0.06,0.05,0.00,0.00,0.00,0.00,normal,21
0,tcp,link,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,276,23,1.00,1.00,0.00,0.00,0.08,0.05,0.00,255,23,0.09,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18
0,tcp,http,SF,287,3413,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,13,13,0.00,0.00,0.00,0.00,1.00,0.00,0.00,13,255,1.00,0.00,0.08,0.03,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,144,584,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,3,255,1.00,0.00,0.33,0.05,0.00,0.00,0.00,0.00,normal,21
0,udp,private,SF,105,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,176,0.69,0.01,0.01,0.00,0.00,0.00,0.00,0.00,normal,20
0,tcp,kshell,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,148,5,1.00,1.00,0.00,0.00,0.03,0.06,0.00,255,5,0.02,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19
0,tcp,http,SF,203,1024,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,17,17,0.00,0.00,0.00,0.00,1.00,0.00,0.00,126,255,1.00,0.00,0.01,0.02,0.00,0.00,0.00,0.00,normal,21
0,tcp,ftp,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,236,8,1.00,1.00,0.00,0.00,0.03,0.06,0.00,255,8,0.03,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,tcp,http,SF,219,1271,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.01,0.01,0.00,0.00,normal,21
0,tcp,http,SF,317,1484,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,11,11,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,smtp,SF,870,326,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,124,72,0.58,0.02,0.01,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,239,11221,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,5,0.00,0.00,0.00,0.00,1.00,0.00,0.40,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,ftp_data,SF,501760,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,191,52,0.27,0.04,0.29,0.00,0.02,0.04,0.00,0.00,normal,20
0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,3,0.00,0.00,0.00,0.00,1.00,0.00,1.00,1,13,1.00,0.00,1.00,0.54,0.00,0.00,0.00,0.00,ipsweep,15
0,tcp,http,SF,308,318,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,6,0.25,0.33,0.00,0.00,1.00,0.00,0.33,186,255,1.00,0.00,0.01,0.02,0.01,0.00,0.00,0.00,normal,18
0,tcp,ftp_data,SF,201,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,23,71,0.91,0.09,0.91,0.03,0.00,0.00,0.00,0.00,normal,19
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,78,18,1.00,1.00,0.00,0.00,0.23,0.05,0.00,255,2,0.01,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18
0,tcp,name,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,283,25,1.00,1.00,0.00,0.00,0.09,0.05,0.00,255,25,0.10,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18
0,udp,private,SF,28,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,65,65,0.00,0.00,0.00,0.00,1.00,0.00,0.00,137,65,0.47,0.03,0.47,0.00,0.00,0.00,0.00,0.00,teardrop,12
0,udp,private,SF,28,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,32,32,0.00,0.00,0.00,0.00,1.00,0.00,0.00,245,32,0.13,0.67,0.13,0.00,0.02,0.00,0.54,0.00,teardrop,15
0,tcp,http,SF,286,672,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,4,0.00,0.00,0.00,0.00,1.00,0.00,0.75,15,248,1.00,0.00,0.07,0.06,0.00,0.01,0.00,0.00,normal,21
1,tcp,smtp,SF,1183,332,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,3,0.00,0.00,0.00,0.00,1.00,0.00,1.00,143,136,0.35,0.04,0.01,0.01,0.00,0.00,0.01,0.00,normal,21
0,tcp,http,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,1.00,1.00,1.00,0.00,0.00,9,195,1.00,0.00,0.11,0.09,0.00,0.00,1.00,1.00,normal,21
0,tcp,Z39_50,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,246,5,0.00,0.00,1.00,1.00,0.02,0.07,0.00,255,5,0.02,0.08,0.00,0.00,0.00,0.00,1.00,1.00,neptune,18
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,91,23,1.00,1.00,0.00,0.00,0.25,0.05,0.00,255,23,0.09,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
1,tcp,smtp,SF,920,330,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,90,134,0.53,0.07,0.01,0.01,0.00,0.00,0.00,0.00,normal,21
0,tcp,link,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,264,19,0.00,0.00,1.00,1.00,0.07,0.06,0.00,255,19,0.07,0.08,0.00,0.00,0.00,0.00,1.00,1.00,neptune,18
0,tcp,http,SF,222,655,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,21,23,0.00,0.00,0.00,0.00,1.00,0.00,0.13,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21
10129,tcp,ftp,SF,1020,2201,0,0,0,5,0,1,0,0,0,0,0,0,0,0,0,1,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,11,0.04,0.02,0.00,0.00,0.18,0.00,0.00,0.00,warezclient,4
0,udp,private,SF,28,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,52,52,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,19,0.07,0.01,0.07,0.00,0.00,0.00,0.00,0.00,teardrop,15
3,tcp,smtp,S2,1064,329,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,1.00,0.50,0.00,0.00,1.00,0.00,1.00,40,182,0.77,0.08,0.03,0.02,0.05,0.02,0.00,0.00,normal,17
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,275,10,1.00,1.00,0.00,0.00,0.04,0.06,0.00,255,10,0.04,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,http,SF,211,709,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,9,9,0.00,0.00,0.00,0.00,1.00,0.00,0.00,173,255,1.00,0.00,0.01,0.01,0.00,0.00,0.00,0.00,normal,21
0,tcp,netbios_dgm,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,258,6,1.00,1.00,0.00,0.00,0.02,0.07,0.00,255,6,0.02,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
18238,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,hostnames,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,205,3,1.00,1.00,0.00,0.00,0.01,0.06,0.00,255,3,0.01,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,http,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,289,22,1.00,1.00,0.00,0.00,0.08,0.05,0.00,255,22,0.09,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
0,tcp,auth,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,248,4,1.00,1.00,0.00,0.00,0.02,0.07,0.00,255,4,0.02,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19
0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,123,12,1.00,1.00,0.00,0.00,0.10,0.07,0.00,255,3,0.01,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21
0,tcp,http,SF,164,7360,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,13,255,1.00,0.00,0.08,0.02,0.00,0.00,0.00,0.00,normal,21
0,tcp,courier,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,130,7,1.00,1.00,0.00,0.00,0.05,0.06,0.00,255,6,0.02,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20
28,tcp,ftp,SF,1067,3081,0,0,0,22,0,1,0,0,0,0,0,0,0,0,0,1,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,188,43,0.23,0.04,0.01,0.00,0.01,0.00,0.00,0.00,normal,21
0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,45,0.00,0.00,0.00,0.00,1.00,0.00,1.00,1,58,1.00,0.00,1.00,0.52,0.00,0.00,0.00,0.00,ipsweep,16
10501,udp,other,SF,146,105,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,2,0.01,0.39,0.70,0.00,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,289,1660,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,25,35,0.00,0.00,0.00,0.00,1.00,0.00,0.06,88,255,1.00,0.00,0.01,0.02,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,320,1381,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,4,0.00,0.00,0.00,0.00,1.00,0.00,0.50,52,255,1.00,0.00,0.02,0.05,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,SF,221,189,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,8,10,0.00,0.00,0.00,0.00,1.00,0.00,0.30,16,255,1.00,0.00,0.06,0.05,0.00,0.00,0.00,0.00,normal,21
28,tcp,ftp,SF,1512,4152,0,0,0,30,0,1,0,0,0,0,0,0,0,0,0,1,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,125,27,0.22,0.04,0.01,0.00,0.00,0.00,0.00,0.00,normal,20
0,tcp,ftp_data,SF,203,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,9,71,0.44,0.22,0.44,0.03,0.00,0.00,0.00,0.00,normal,21
0,tcp,http,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,35,9,1.00,1.00,0.00,0.00,0.26,0.11,0.00,255,58,0.23,0.04,0.01,0.00,1.00,1.00,0.00,0.00,neptune,18
0,tcp,finger,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,30,7,1.00,1.00,0.00,0.00,0.23,0.13,0.00,255,47,0.18,0.03,0.01,0.00,1.00,1.00,0.00,0.00,neptune,18
0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,26,0.00,0.00,0.00,0.00,1.00,0.00,1.00,1,55,1.00,0.00,1.00,0.51,0.00,0.00,0.00,0.00,ipsweep,17

0,tcp,http,SF,308,311,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,7,0.00,0.00,0.00,0.00,1.00,0.00,0.00,141,245,1.00,0.00,0.01,0.01,0.00,0.00,0.03,0.02,normal,21

0,tcp,http,SF,250,2577,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,3,0.00,0.00,0.00,0.00,1.00,0.00,0.00,22,255,1.00,0.00,0.05,0.03,0.00,0.00,0.00,0.00,normal,21

1,tcp,smtp,SF,2589,333,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,154,88,0.57,0.05,0.01,0.00,0.00,0.00,0.01,0.00,normal,21

0,icmp,eco_i,SF,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,1,0.00,0.00,0.00,0.00,0.50,1.00,0.00,255,8,0.03,0.01,0.11,0.00,0.00,0.00,0.00,0.00,normal,19

0,tcp,http,SF,346,1211,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,11,11,0.09,0.09,0.00,0.00,1.00,0.00,0.00,121,191,1.00,0.00,0.01,0.02,0.01,0.01,0.00,0.00,normal,21

0,tcp,http,SF,277,267,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,5,5,0.00,0.00,0.00,0.00,1.00,0.00,0.00,172,255,1.00,0.00,0.01,0.01,0.01,0.00,0.00,0.00,normal,21

731,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,201,280,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,8,8,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,private,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,233,7,0.00,0.00,1.00,1.00,0.03,0.07,0.00,255,7,0.03,0.09,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,108,13,1.00,1.00,0.00,0.00,0.12,0.06,0.00,255,10,0.04,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,smtp,SF,2517,330,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,3,0.00,0.33,0.00,0.00,1.00,0.00,1.00,215,133,0.62,0.02,0.00,0.00,0.00,0.00,0.05,0.08,normal,21

0,tcp,ftp_data,SF,748,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,154,76,0.38,0.02,0.38,0.03,0.01,0.01,0.00,0.00,normal,21

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,251,19,1.00,1.00,0.00,0.00,0.08,0.06,0.00,255,2,0.01,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,nnsp,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,101,1,0.00,0.00,1.00,1.00,0.01,0.07,0.00,255,1,0.00,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,19

0,tcp,http,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23,23,0.00,0.00,1.00,1.00,1.00,0.00,0.00,69,255,1.00,0.00,0.01,0.11,0.00,0.00,1.00,0.83,normal,21

0,tcp,http,SF,270,8134,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,8,10,0.00,0.00,0.00,0.00,1.00,0.00,0.20,165,255,1.00,0.00,0.01,0.04,0.01,0.01,0.00,0.00,normal,21

0,tcp,csnet_ns,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,1,1.00,1.00,0.00,0.00,0.25,0.75,0.00,255,1,0.00,0.09,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18

0,tcp,http,SF,243,775,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,10,13,0.00,0.00,0.00,0.00,1.00,0.00,0.31,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,gopher,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,263,18,1.00,1.00,0.00,0.00,0.07,0.07,0.00,255,18,0.07,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,tcp,http,SF,228,13293,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,20,0.00,0.00,0.00,0.00,1.00,0.00,0.15,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,289,899,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,116,255,1.00,0.00,0.01,0.03,0.01,0.01,0.00,0.00,normal,21

0,tcp,http,SF,156,1809,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,18,255,1.00,0.00,0.06,0.02,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,315,1413,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,7,0.00,0.00,0.00,0.00,1.00,0.00,0.00,7,255,1.00,0.00,0.14,0.02,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,1.00,1.00,1.00,0.00,0.00,12,255,1.00,0.00,0.08,0.28,0.00,0.00,1.00,1.00,normal,21

0,udp,domain_u,SF,44,78,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,258,258,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,236,0.93,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,18

0,tcp,http,SF,307,587,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,10,10,0.00,0.00,0.00,0.00,1.00,0.00,0.00,10,255,1.00,0.00,0.10,0.04,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.50,0.50,0.00,0.00,1.00,0.00,0.00,2,231,1.00,0.00,1.00,0.06,0.50,0.00,0.00,0.00,normal,17

0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,510,510,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,51,0.20,0.16,0.20,0.00,0.00,0.00,0.00,0.00,smurf,18

0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,34,0.00,0.00,0.00,0.00,1.00,0.00,1.00,2,255,1.00,0.00,1.00,0.50,0.00,0.00,0.00,0.00,ipsweep,18

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,149,4,1.00,1.00,0.00,0.00,0.03,0.07,0.00,255,15,0.06,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,tcp,netbios_ssn,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,279,11,0.00,0.00,1.00,1.00,0.04,0.06,0.00,255,11,0.04,0.07,0.00,0.00,0.00,0.00,1.00,1.00,neptune,21

0,tcp,http,SF,198,1685,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,18,18,0.00,0.00,0.00,0.00,1.00,0.00,0.00,43,255,1.00,0.00,0.02,0.04,0.02,0.01,0.00,0.00,normal,21

0,tcp,http,SF,54540,8314,0,0,0,2,0,1,1,0,0,0,0,0,0,0,0,0,3,3,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.04,0.04,back,16

0,tcp,http,SF,213,24572,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,152,255,1.00,0.00,0.01,0.01,0.00,0.00,0.00,0.00,normal,21

27,tcp,ftp,SF,916,2720,0,0,0,19,0,1,0,0,0,0,0,0,0,0,0,1,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,5,5,1.00,0.00,0.20,0.00,0.00,0.00,0.00,0.00,normal,20

0,udp,domain_u,SF,45,114,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,255,233,0.91,0.01,0.00,0.00,0.00,0.00,0.02,0.00,normal,18

0,udp,domain_u,SF,43,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,120,200,0.00,0.00,0.00,0.00,1.00,0.00,0.01,255,255,1.00,0.00,0.01,0.00,0.00,0.00,0.00,0.00,normal,18

0,tcp,ftp_data,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,2,1.00,1.00,0.00,0.00,0.50,0.50,0.00,255,55,0.22,0.02,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19

0,tcp,http,SF,54540,8314,0,0,0,2,0,1,1,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,140,140,1.00,0.00,0.01,0.00,0.00,0.00,0.05,0.05,back,11

0,udp,domain_u,SF,44,132,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,207,287,0.00,0.00,0.00,0.00,1.00,0.00,0.01,255,253,0.99,0.01,0.00,0.00,0.00,0.00,0.00,0.00,normal,18

0,tcp,http,SF,191,171,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,11,11,0.00,0.00,0.00,0.00,1.00,0.00,0.00,75,255,1.00,0.00,0.01,0.04,0.00,0.00,0.00,0.01,normal,21

28,tcp,ftp,SF,1479,4152,0,0,0,30,0,1,0,0,0,0,0,0,0,0,0,1,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,121,34,0.28,0.04,0.01,0.00,0.00,0.00,0.01,0.03,normal,17

0,tcp,http,SF,296,318,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,8,47,0.00,0.00,0.00,0.00,1.00,0.00,0.09,178,255,1.00,0.00,0.01,0.03,0.00,0.00,0.00,0.00,normal,21

0,tcp,ftp_data,SF,192,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,164,111,0.60,0.02,0.60,0.02,0.00,0.01,0.00,0.00,normal,21

0,tcp,ftp_data,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,77,17,1.00,1.00,0.00,0.00,0.22,0.05,0.00,255,37,0.15,0.06,0.01,0.00,1.00,1.00,0.00,0.00,neptune,18

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,230,17,1.00,1.00,0.00,0.00,0.07,0.07,0.00,255,19,0.07,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,http,SF,205,294,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,13,13,0.00,0.00,0.00,0.00,1.00,0.00,0.00,112,255,1.00,0.00,0.01,0.01,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,301,1691,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,13,13,0.00,0.00,0.00,0.00,1.00,0.00,0.00,75,255,1.00,0.00,0.01,0.04,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,198,3018,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,8,40,0.00,0.00,0.00,0.00,1.00,0.00,0.08,18,255,1.00,0.00,0.06,0.05,0.00,0.00,0.00,0.00,normal,21

0,tcp,link,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,276,23,1.00,1.00,0.00,0.00,0.08,0.05,0.00,255,23,0.09,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18

0,tcp,http,SF,287,3413,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,13,13,0.00,0.00,0.00,0.00,1.00,0.00,0.00,13,255,1.00,0.00,0.08,0.03,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,144,584,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,3,255,1.00,0.00,0.33,0.05,0.00,0.00,0.00,0.00,normal,21

0,udp,private,SF,105,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,176,0.69,0.01,0.01,0.00,0.00,0.00,0.00,0.00,normal,20

0,tcp,kshell,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,148,5,1.00,1.00,0.00,0.00,0.03,0.06,0.00,255,5,0.02,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19

0,tcp,http,SF,203,1024,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,17,17,0.00,0.00,0.00,0.00,1.00,0.00,0.00,126,255,1.00,0.00,0.01,0.02,0.00,0.00,0.00,0.00,normal,21

0,tcp,ftp,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,236,8,1.00,1.00,0.00,0.00,0.03,0.06,0.00,255,8,0.03,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,tcp,http,SF,219,1271,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.01,0.01,0.00,0.00,normal,21

0,tcp,http,SF,317,1484,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,11,11,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,smtp,SF,870,326,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,124,72,0.58,0.02,0.01,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,239,11221,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,5,0.00,0.00,0.00,0.00,1.00,0.00,0.40,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,ftp_data,SF,501760,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,191,52,0.27,0.04,0.29,0.00,0.02,0.04,0.00,0.00,normal,20

0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,3,0.00,0.00,0.00,0.00,1.00,0.00,1.00,1,13,1.00,0.00,1.00,0.54,0.00,0.00,0.00,0.00,ipsweep,15

0,tcp,http,SF,308,318,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,6,0.25,0.33,0.00,0.00,1.00,0.00,0.33,186,255,1.00,0.00,0.01,0.02,0.01,0.00,0.00,0.00,normal,18

0,tcp,ftp_data,SF,201,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,23,71,0.91,0.09,0.91,0.03,0.00,0.00,0.00,0.00,normal,19

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,78,18,1.00,1.00,0.00,0.00,0.23,0.05,0.00,255,2,0.01,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18

0,tcp,name,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,283,25,1.00,1.00,0.00,0.00,0.09,0.05,0.00,255,25,0.10,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,18

0,udp,private,SF,28,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,65,65,0.00,0.00,0.00,0.00,1.00,0.00,0.00,137,65,0.47,0.03,0.47,0.00,0.00,0.00,0.00,0.00,teardrop,12

0,udp,private,SF,28,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,32,32,0.00,0.00,0.00,0.00,1.00,0.00,0.00,245,32,0.13,0.67,0.13,0.00,0.02,0.00,0.54,0.00,teardrop,15

0,tcp,http,SF,286,672,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,4,0.00,0.00,0.00,0.00,1.00,0.00,0.75,15,248,1.00,0.00,0.07,0.06,0.00,0.01,0.00,0.00,normal,21

1,tcp,smtp,SF,1183,332,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,3,0.00,0.00,0.00,0.00,1.00,0.00,1.00,143,136,0.35,0.04,0.01,0.01,0.00,0.00,0.01,0.00,normal,21

0,tcp,http,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.00,0.00,1.00,1.00,1.00,0.00,0.00,9,195,1.00,0.00,0.11,0.09,0.00,0.00,1.00,1.00,normal,21

0,tcp,Z39_50,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,246,5,0.00,0.00,1.00,1.00,0.02,0.07,0.00,255,5,0.02,0.08,0.00,0.00,0.00,0.00,1.00,1.00,neptune,18

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,91,23,1.00,1.00,0.00,0.00,0.25,0.05,0.00,255,23,0.09,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

1,tcp,smtp,SF,920,330,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,90,134,0.53,0.07,0.01,0.01,0.00,0.00,0.00,0.00,normal,21

0,tcp,link,REJ,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,264,19,0.00,0.00,1.00,1.00,0.07,0.06,0.00,255,19,0.07,0.08,0.00,0.00,0.00,0.00,1.00,1.00,neptune,18

0,tcp,http,SF,222,655,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,21,23,0.00,0.00,0.00,0.00,1.00,0.00,0.13,255,255,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal,21

10129,tcp,ftp,SF,1020,2201,0,0,0,5,0,1,0,0,0,0,0,0,0,0,0,1,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,11,0.04,0.02,0.00,0.00,0.18,0.00,0.00,0.00,warezclient,4

0,udp,private,SF,28,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,52,52,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,19,0.07,0.01,0.07,0.00,0.00,0.00,0.00,0.00,teardrop,15

3,tcp,smtp,S2,1064,329,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,1.00,0.50,0.00,0.00,1.00,0.00,1.00,40,182,0.77,0.08,0.03,0.02,0.05,0.02,0.00,0.00,normal,17

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,275,10,1.00,1.00,0.00,0.00,0.04,0.06,0.00,255,10,0.04,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,http,SF,211,709,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,9,9,0.00,0.00,0.00,0.00,1.00,0.00,0.00,173,255,1.00,0.00,0.01,0.01,0.00,0.00,0.00,0.00,normal,21

0,tcp,netbios_dgm,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,258,6,1.00,1.00,0.00,0.00,0.02,0.07,0.00,255,6,0.02,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

18238,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,hostnames,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,205,3,1.00,1.00,0.00,0.00,0.01,0.06,0.00,255,3,0.01,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,http,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,289,22,1.00,1.00,0.00,0.00,0.08,0.05,0.00,255,22,0.09,0.05,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

0,tcp,auth,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,248,4,1.00,1.00,0.00,0.00,0.02,0.07,0.00,255,4,0.02,0.08,0.00,0.00,1.00,1.00,0.00,0.00,neptune,19

0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,123,12,1.00,1.00,0.00,0.00,0.10,0.07,0.00,255,3,0.01,0.07,0.00,0.00,1.00,1.00,0.00,0.00,neptune,21

0,tcp,http,SF,164,7360,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0.00,0.00,0.00,0.00,1.00,0.00,0.00,13,255,1.00,0.00,0.08,0.02,0.00,0.00,0.00,0.00,normal,21

0,tcp,courier,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,130,7,1.00,1.00,0.00,0.00,0.05,0.06,0.00,255,6,0.02,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune,20

28,tcp,ftp,SF,1067,3081,0,0,0,22,0,1,0,0,0,0,0,0,0,0,0,1,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,188,43,0.23,0.04,0.01,0.00,0.01,0.00,0.00,0.00,normal,21

0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,45,0.00,0.00,0.00,0.00,1.00,0.00,1.00,1,58,1.00,0.00,1.00,0.52,0.00,0.00,0.00,0.00,ipsweep,16

10501,udp,other,SF,146,105,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,255,2,0.01,0.39,0.70,0.00,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,289,1660,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,25,35,0.00,0.00,0.00,0.00,1.00,0.00,0.06,88,255,1.00,0.00,0.01,0.02,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,320,1381,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,4,0.00,0.00,0.00,0.00,1.00,0.00,0.50,52,255,1.00,0.00,0.02,0.05,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,SF,221,189,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,8,10,0.00,0.00,0.00,0.00,1.00,0.00,0.30,16,255,1.00,0.00,0.06,0.05,0.00,0.00,0.00,0.00,normal,21

28,tcp,ftp,SF,1512,4152,0,0,0,30,0,1,0,0,0,0,0,0,0,0,0,1,1,2,0.00,0.00,0.00,0.00,1.00,0.00,1.00,125,27,0.22,0.04,0.01,0.00,0.00,0.00,0.00,0.00,normal,20

0,tcp,ftp_data,SF,203,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0.00,0.00,0.00,0.00,1.00,0.00,0.00,9,71,0.44,0.22,0.44,0.03,0.00,0.00,0.00,0.00,normal,21

0,tcp,http,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,35,9,1.00,1.00,0.00,0.00,0.26,0.11,0.00,255,58,0.23,0.04,0.01,0.00,1.00,1.00,0.00,0.00,neptune,18

0,tcp,finger,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,30,7,1.00,1.00,0.00,0.00,0.23,0.13,0.00,255,47,0.18,0.03,0.01,0.00,1.00,1.00,0.00,0.00,neptune,18

0,icmp,eco_i,SF,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,26,0.00,0.00,0.00,0.00,1.00,0.00,1.00,1,55,1.00,0.00,1.00,0.51,0.00,0.00,0.00,0.00,ipsweep,17