Adaptive Continuous Adversarial Training (ACAT) to Enhance ML-NIDS Robustness. - Mohamed elShehaby; Aditya Kotha; Ashraf Matrawy (ICC, 2025)

Exploring the Effect of DNN Depth on Adversarial Attacks in Network Intrusion Detection Systems. - Mohamed elShehaby; Ashraf Matrawy (CoRR, 2025)