About

This project tries to extend existing C&W attack on Recurrent Neural Network

Required Packages

    sudo apt-get install python3-pip
    sudo pip3 install --upgrade pip
    sudo pip3 install pillow scipy numpy tensorflow-gpu keras h5py

To create the RNN sentiment analysis models:

    python3 Train_RNN_model.py

To test attack on RNN

    python3 test_attack.py

Reference paper

Towards Evaluating the Robustness of Neural Networks" by Nicholas Carlini and David Wagner, at IEEE Symposium on Security & Privacy, 2017.

https://arxiv.org/pdf/1608.04644.pdf https://arxiv.org/pdf/1604.08275.pdf