Anjali Singh

A Stacking Ensemble Framework with Mutual Information Feature Selection and SHAP for Explainable Network Intrusion Detection

An explainable network intrusion detection framework that integrates Mutual Information-based feature selection, a stacking ensemble classifier, and SHapley Additive exPlanations (SHAP) that provides both global and local interpretations of model decisions is proposed.