ZhiweiWang

John Will's starred repositories

tf-encrypted

A Framework for Encrypted Machine Learning in TensorFlow

Language:PythonApache-2.01205 53 440

lattigo

A library for lattice-based multiparty homomorphic encryption in Go

Language:GoApache-2.01194 29 300

concrete-ml

Concrete ML: Privacy Preserving ML framework using Fully Homomorphic Encryption (FHE), built on top of Concrete, with bindings to traditional ML frameworks.

Language:PythonNOASSERTION939 22 93

tfhe-rs

TFHE-rs: A Pure Rust implementation of the TFHE Scheme for Boolean and Integer Arithmetics Over Encrypted Data.

Language:RustNOASSERTION904 17 103

openfhe-development

This is the development repository for the OpenFHE library. The current (stable) version is v1.2.1 (released on September 10, 2024).

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Intel Homomorphic Encryption Acceleration Library for FPGAs, including open source implementation of FPGA kernels for accelerating NTT, INTT, Keyswitch and Dyadic Multiplication modular arithmetic operations, FPGA runtime, and host APIs for connecting to third-party homomorphic encryption libraries.

Language:C++Apache-2.092 130

piranha

Piranha: A GPU Platform for Secure Computation

Language:C++MIT90 2 15

hehub

HEhub is a library for homomorphic encryption and its applications, and is part of the PrimiHub project.

Language:C++Apache-2.089 7 10

awesome-Federated-Learning

federated-learning

MIT77 40

fhe-org.github.io

We are a community of researchers and developers interested in advancing homomorphic encryption and other secure computation techniques.

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SEAL-Embedded

A Microsoft-SEAL-compatible implementation of homomorphic encryption targeting Azure Sphere and other embedded devices.

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HE3DB

Language:C++MIT31 1 1

python-cryptonet

A Python implementation of CryptoNets: Applying Neural Networks to Encrypted Data with High Throughput and Accuracy

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cfntt_ref

Language:VerilogMIT22 1 2

bfv-python

Simple Python implementation of BFV Homomorphic Encryption Scheme

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CryptoNets-with-Python

CryptoNets using Python and ctypes. This repository is part of the final project of Neural Networks at Sapienza University of Rome.

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optimized-number-theoretic-transform-implementations

Optimized implementations of the Number Theoretic Transform (NTT) algorithm for the ring R/(X^N + 1) where N=2^m.

Language:CApache-2.019 90

REDcuFHE

Multi-GPU acceleration for Fully Homomorphic Encryption

Language:CudaMIT14 40

MOSFHET

MOSFHET: Optimized Software for FHE over the Torus

Language:CApache-2.012 3 1

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.

Language:C++12 1 1