Improving the Certified Robustness of Neural Networks via Consistency Regularization

Mengting Xu, Tao Zhang, Zhongnian Li +1

A range of defense methods have been proposed to improve the robustness of neural networks on adversarial examples, among which provable defense methods have been demonstrated to b…