SFWang95

gazelle_mpc

pytorch_image_classification

PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet

crypto_nn

Proof of concept for CryptoDL made for BigSec course @ EURECOM

dinn

Fast Homomorphic Evaluation of Deep Discretized Neural Networks

cryptonets

an implementation of CryptoNets

tiny-dnn

header only, dependency-free deep learning framework in C++14

FullRNS-HEAAN

This is code for homomorphic encryption scheme "a Full RNS variant of HEAAN"

HElib-MP

HElib with Multi-Precision Plaintext Moduli

EncryptedImagePredictorNetwork

Implementation of a Neural Network that predicts encrypted handwritten digits from the MNIST dataset. Encryption and Network Implemented using Homomorphic encryption library SEAL. Model obtained by training on unencrypted images using TensorFlow.

Fully-Homomorphic-Image-Processing

Fully Homomorphic Image Preprocessing and analysis - JPEG encoding, decoding, image resizing.

PySEAL

This repository is a fork of Microsoft Research's homomorphic encryption implementation, the Simple Encrypted Arithmetic Library (SEAL). This code wraps the SEAL build in a docker container and provides Python API's to the encryption library.

DeepLearning_tutorials

The deeplearning algorithms implemented by tensorflow

LeNet-5

卷积神经网络之LeNet-5实现 The LeNet-5 Implementation of Convolutional Neural Network

HElib

HElib is an open-source software library that implements homomorphic encryption. It supports the BGV scheme with bootstrapping and the Approximate Number CKKS scheme. HElib also includes optimizations for efficient homomorphic evaluation, focusing on effective use of ciphertext packing techniques and on the Gentry-Halevi-Smart optimizations.