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README.md		README.md
attack.ipynb		attack.ipynb
defense.py		defense.py
l2_attack.py		l2_attack.py
mnist_cnn.py		mnist_cnn.py
setup.sh		setup.sh

README.md

Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models

Paper: Samangouei et al. 2018

Setup

Run ./setup.sh to fetch models.

Partial Breaks

Theoretical Break: Reparamterization
Emperical Partial Break: BPDA