Adversarial Robustness of Flow-Based Generative Models

Phillip Pope, Yogesh Balaji, Soheil Feizi

Abstract: Flow-based generative models leverage invertible generator functions to fit a distribution to the training data using maximum likelihood. Despite their use in several application domains, robustnes...