faderer

taiko-mono

A based rollup. 🥁 🌸

securenn-public

Implementation of protocols in SecureNN.

CrypTen

A framework for Privacy Preserving Machine Learning

NFGen

NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms

phoenix

Private and Reliable Neural Network Inference (CCS '22)

malicious_3pc_binary

The repo of "Efficient 3PC for Binary Circuits with Application to Maliciously-Secure DNN Inference"

puma_benchmarks

Cingulata

Cingulata (pronounced "tchingulata") is a compiler toolchain and RTE for running C++ programs over encrypted data by means of fully homomorphic encryption techniques.

ariann

Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing

Rosetta

A Privacy-Preserving Framework Based on TensorFlow

COINN

CryptoNets

CryptoNets is a demonstration of the use of Neural-Networks over data encrypted with Homomorphic Encryption. Homomorphic Encryptions allow performing operations such as addition and multiplication over data while it is encrypted. Therefore, it allows keeping data private while outsourcing computation (see here and here for more about Homomorphic E

libOTe

A fast, portable, and easy to use Oblivious Transfer Library

cutlass

CUDA Templates for Linear Algebra Subroutines

eigen

Eigen is a C++ template library for linear algebra: matrices, vectors, numerical solvers, and related algorithms.

OpenCheetah

flax

Flax is a neural network library for JAX that is designed for flexibility.

llama3

The official Meta Llama 3 GitHub site

unsloth

Finetune Llama 3.1, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory

piranha

Piranha: A GPU Platform for Secure Computation

SEAL

Microsoft SEAL is an easy-to-use and powerful homomorphic encryption library.

EzPC

falcon-public

Implementation of protocols in Falcon

CryptGPU

Fast Privacy-Preserving Machine Learning on the GPU

spu

SPU (Secure Processing Unit) aims to be a provable, measurable secure computation device, which provides computation ability while keeping your private data protected.

secretflow

A unified framework for privacy-preserving data analysis and machine learning

PyMIFE

Functional encryption library for python

PyFE

A library for running Functional Encryption on tensors

GmSSL

支持国密SM2/SM3/SM4/SM9/SSL的密码工具箱

py-ipfs-http-client

A python client library for the IPFS API