Cory E. Merkel

Understanding Fault Tolerance of Adversarially Robust Pruned Models

Results show that adversarial training improves robustness against input perturbations but increases sensitivity to stuck-at-zero weight faults, highlighting the need to jointly consider adversarial robustness and hardware reliability.