Optimization and Optimizers for Adversarial Robustness

Hengyue Liang, Buyun Liang, Le Peng +3

Empirical robustness evaluation (RE) of deep learning models against adversarial perturbations entails solving nontrivial constrained optimization problems. Existing numerical algo…