Abdulrahman Nassar

Explainable AI for Deep Learning-Based Intrusion Detection Systems: A Comparative Analysis of SHAP and LIME with Robustness Evaluation

Deep learning provides better precision to intrusion detection systems, but the so-called black-box character of these models compromises trust. This paper offers a comparative framework of XAI methods assessment, and bridges standardized metrics and robustness testing loopholes. We include an evaluation methodology th...