Enhancing Adversarial Robustness in Network Intrusion Detection: A Layer-wise Adaptive Regularization Approach. - Hira Nasir; Eiman Javed; Balawal Shabir; Zunera Jalil; Ahmad Mohsin (CoRR, 2026)