Bayesian Inference with Certifiable Adversarial Robustness

Matthew Wicker, Luca Laurenti, Andrea Patane +3

We consider adversarial training of deep neural networks through the lens of Bayesian learning, and present a principled framework for adversarial training of Bayesian Neural Netwo…