Improving VAEs' Robustness to Adversarial Attack

Matthew Willetts, Alexander Camuto, Tom Rainforth +2

Variational autoencoders (VAEs) have recently been shown to be vulnerable to adversarial attacks, wherein they are fooled into reconstructing a chosen target image. However, how to…