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awesome-mpc

ciphermed

Implementation of "Machine Learning Classification over Encrypted Data" by Raphael Bost, Raluca Ada Popa, Stephen Tu and Shafi Goldwasser

codeclass

「编程技术学习指南」学习路线+学习资源。从编程小白到架构师，所有你需要掌握的内容都在这里

crypten

A framework for Privacy Preserving Machine Learning

cryptotools

A repo to hold common tools used by my crypto projects

cybozulib

a tiny library for C++

decisiontree

desicsion tree based on UCI dataset adult

extracting_ml_models

ezpc

falcon-public

Implementation of protocols in Falcon

fresco

A FRamework for Efficient Secure COmputation

libfss

Library for performing Function Secret Sharing (FSS)

libote

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

machine_learning

matplotlib-cheatsheet

Matplotlib 3.1 cheat sheet.

mcl

a portable and fast pairing-based cryptography library

mostree-pub

motion

mp-spdz

Versatile framework for multi-party computation

mpc-sok-frameworks

oprf-psi

Private Set Intersection in the Internet Setting From Lightweight Oblivious PRF

pdte

Private Decision Tree Evaluation protocols

ppml-resource

privatedecisiontree

Privacy-preserving Decision Tree Evaluation

pytorch_geometric

Graph Neural Network Library for PyTorch

secmml

SecMML: Secure MPC(multi-party computation) Machine Learning Framework

sok

Repository for the SoK paper on Fully Homomorphic Encryption (FHE) compilers.

steal-ml

Model extraction attacks on Machine-Learning-as-a-Service platforms.

tf-encrypted

A Framework for Encrypted Machine Learning in TensorFlow

xcmp

non-interactive and Output eXpressive private CoMParison Protocol