Evaluating the Robustness of Bayesian Neural Networks Against Different Types of Attacks

Yutian Pang, Sheng Cheng, Jueming Hu +1

To evaluate the robustness gain of Bayesian neural networks on image classification tasks, we perform input perturbations, and adversarial attacks to the state-of-the-art Bayesian…