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Table 2 Detect sample type distribution

From: A new intrusion detection and alarm correlation technology based on neural network

Sample type Normal Neptune Udpstorm Process Table Back
Number of samples 54,669 400 2000 1232 689
Sample type Apache2 Teardrop Warezmaster Shprocesstable POD
Number of samples 1500 90 215 1111 584
Sample type Smurf Selfping Mailbomb Warezclient Syslogd
Number of samples 112 137 200 50 1
Sample type Crshiis Tcpreset Land Dosnuke  
Number of samples 4 6 1 9  
  1. The normal samples were randomly selected from 54,669 records. The attack data was selected from one attack of various attack types, and the total number of attack samples was 8341.