Optimization for Robustness Evaluation beyond ${\ell }_p$ Metrics

Hengyue Liang, Buyun Liang, Ying Cui +2

Empirical evaluation of deep learning models against adversarial attacks entails solving nontrivial constrained optimization problems. Popular algorithms for solving these constrai…