Neural Networks for Encrypted Data using Homomorphic Encryption

Python implementation of a Neural Network for recognising encrypted images of handwritten digits (MNIST dataset). Watch video here

Dependencies

• docker-ce

To run:

cd Encrypted_NN

./build_docker.sh # builds the docker images with all the required libraries

./run_docker_<os>.sh Predictor/client.py \<image filename (from /Predictor/images folder)> \<debug (optional)>

Example: ./run_docker_<os>.sh Predictor/client.py testim1