Selection of Candidate Support Vectors in incremental SVM for network intrusion detection - Chitrakar, Roshan; Huang, Chuanhe (Computers & security, 2014)
Keywords: Algorithmics. Computability. Computer arithmetics; Algorithms; Applied sciences; Artificial intelligence; Candidate Support Vector; Classification; Computer information security; Computer science; control theory; systems; Data processing. List processing. Character string processing; Exact sciences and technology; Half-partition strategy; Incremental support vector machine; Intrusion; Intrusion detection systems; Karush–Kuhn–Tucker condition; Mathematical analysis; Memory and file management (including protection and security); Memory organisation. Data processing; Network intrusion detection; Optimization algorithms; Software; Strategy; Studies; Support vector machines; Theoretical computing; Vectors (mathematics); Candidate Support Vector; Karush–Kuhn–Tucker condition; Half-partition strategy; Network intrusion detection; Incremental support vector machine; Performance evaluation; Reuse; Karush-Kuhn-Tucker condition; Online algorithm; Intruder detector; Real time; Experimental result; Ring; Vector support machine; Kuhn Tucker condition; Computer security; Intrusion detection systems