Adversarial Reprogramming of Neural Networks

Keras implementation of Adversarial Reprogramming of Neural Networks.

Link to the paper: https://arxiv.org/abs/1806.11146

Adversarial reporgramming demonstration. Source: arXiv:1806.11146

Contents:

• model.py contains adv reprogramming model and custom keras layer for adv reprogramming
• demo_nb.ipynb is a Jupyter notebook for demonstrating contents and usage of model.py

Prerequisites:

• Python 3.6
• Keras 2.2.0
• Tensorflow 1.8.0

Tested on:

• OS: ubuntu 16.04 LTS
• GPU: single GeForce GTX 1070

References

• Post by Rajat Dwaraknath
• TF implementation by Abhishek Sinha