PixelDefend: Leveraging Generative Models to Understand and Defend against Adversarial Examples

Paper: Song et al. 2018

Setup

Run ./setup.sh to fetch models.

Breaks

• PixelDefend: pixeldefend.ipynb (broken with BPDA)

robustml evaluation

Run with:

python robustml_attack.py --cifar-path <path>