Faruq Al-Omari

Modified Multi-Stage Ensemble Feature Selection (MMSE-FS) for Network Intrusion Detection

A modified multi-stage ensemble feature selection (MMSE-FS) framework that incorporates algorithmic adaptations of Random Forest, Principal Component Analysis, and KBest methods is introduced that substantially reduced the feature space while maintaining high detection performance across both binary and multi-class int...