Contract And Conquer: How to Provably Compute Adversarial Examples for a Black-Box Model?

Anna Chistyakova, Mikhail Pautov

Black-box adversarial attacks are widely used as tools to test the robustness of deep neural networks against malicious perturbations of input data aimed at a specific change in th…