Ensemble Learning-Based Hybrid Explainable Intrusion Detection System With SMOTE for Enhanced Detection and Interpretability in Cybersecurity

Taqieddin Aldrous
Journal of Computer Science, Published online: 19 May 2026; doi:10.3844/jcssp.2026.1569.1576 With cyberattacks becoming increasingly sophisticated, there is a growing need for Intrusion Detection Systems (IDS) that are both accurate and interpretable. This study introduces a hybrid IDS framew...