adversarial-classifier

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#+TITLE: 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 :PROPERTIES: :CUSTOM_ID: sec:code-dependencies :END:

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

• Datasets :PROPERTIES: :CUSTOM_ID: sec:datasets :END:

We used MNIST, CIFAR10 and SVHN in our experiment.

• Document :PROPERTIES: :CUSTOM_ID: sec:document :END:

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.