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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