Abdelhafid Abouaïssa

On the Role of Data Normalization in Adversarial Robustness Evaluation: A Comparative Analysis of XGBoost and Random Forest for IoT Network Intrusion Detection

Intrusion detection systems (IDS) based on machine learning (ML) have demonstrated remarkable effectiveness in detecting cyber-attacks in Internet of Things (IoT) environments. Despite their high predictive performance, the robustness of these systems against adversarial attacks...