Toward Building Lightweight Intrusion Detection System Through Modified RMHC and SVM

Abstract- Feature selection attracted much interest fromresearchers in many fields such as network security, patternrecognition and data mining. In this paper, we present awrapper-based feature selection algorithm aiming at modelinglightweight intrusion detection system (IDS) by (1) usingmodified random mutation hill climbing (MRMHC) as searchstrategy t..