ROBY: Evaluating the Robustness of a Deep Model by its Decision Boundaries

Jinyin Chen, Zhen Wang, Haibin Zheng +2

With the successful application of deep learning models in many real-world tasks, the model robustness becomes more and more critical. Often, we evaluate the robustness of the deep…