A Hybrid Swarm Intelligence Algorithm for Intrusion Detection Using Significant Features

Table 2

Sample size in 10% KDDCUP dataset.

Category of attack	Attack name
Normal	Normal (97277)
DoS	Neptune (107201), Smurf (280790), Pod (264), Teardrop (979), Land (), Back (2203)
Probe	Portsweep (1040), IPsweep (1247), Nmap (231), Satan (1589)
U2R	Bufferoverflow (), LoadModule (), Perl (), Rootkit ()
R2L	Guesspassword (53), Ftpwrite (), Imap (), Phf (), Multihop (), Warezmaster (), Warezclient (1020)