A Fusion of Multiagent Functionalities for Effective Intrusion Detection System

Table 5

Attack types on the KDD Cup’99 dataset.

Class	Attacks in the training data
DOS	Back, Land, Smurf, Pod, Neptune, and Teardrop
Probe	IPsweep, Portsweep, Nmapr, and Satan
U2R	Load module, Rootkit, Perl, and Buffer_overflow
R2L	Guess_passwd, Multihop, Ftp_write, Spy, Phf, Imap, Warezclient, and Warezmaster