Boosting Robustness Verification of Semantic Feature Neighborhoods

Anan Kabaha, Dana Drachsler-Cohen

Deep neural networks have been shown to be vulnerable to adversarial attacks that perturb inputs based on semantic features. Existing robustness analyzers can reason about semantic…