Towards Certified Probabilistic Robustness with High Accuracy

Ruihan Zhang, Peixin Zhang, Jun Sun

Adversarial examples pose a security threat to many critical systems built on neural networks (such as face recognition systems, and self-driving cars). While many methods have bee…