Recurrent Neural Network Model Based on a New Regularization Technique for Real-Time Intrusion Detection in SDN Environments

Table 1

Attack classes based on different attack types.

Attack class	Attack types
DoS	Back, Land, Neptune, Pod, Smurf, Teardrop
Probe	Satan, Nmap, IPsweep, Portsweep
U2R	Loadmodule, Perl, RootKit, Bufferoverflow
R2L	Ftpwrite, GuessPasswd, Imap, Warezclient, Warezmaster, multihop, Phf, Spy