Gradient-Free Adversarial Attacks for Bayesian Neural Networks

1 code implementation • pproximateinference AABI Symposium 2021 • Matthew Yuan, Matthew Wicker, Luca Laurenti

In particular, we consider genetic algorithms, surrogate models, as well as zeroth order optimization methods and adapt them to the goal of finding adversarial examples for BNNs.

Adversarial Robustness Bayesian Inference