VV123 / adversarial-classifier

It turns out that adversarial and clean data are not twins, not at all.

Adversarial Classifier

This repo contains the code to reproduce the experiment in our paper (https://arxiv.org/abs/1704.04960), specifically the code to generate the figures and tables.

Code Dependencies

1. Python 3.6+
2. Keras https://keras.io/
3. Tensorflow https://tensorflow.org
4. tensorflow-adversarial https://github.com/gongzhitaao/tensorflow-adversarial

Datasets

We used MNIST, CIFAR10 and SVHN in our experiment.

Document

The paper itself is written in Org mode (http://orgmode.org/) employing the ICML2017 LaTeX template, with slight modification, i.e., removing the conference information.