There are 10 repositories under secure-multi-party-computation topic.
A library for lattice-based multiparty homomorphic encryption in Go
Threshold Signature Scheme for ECDSA
A maliciously secure two-party computation engine which is embeddable and accessible
Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)
Minimal pure-Python implementation of a secure multi-party computation (MPC) protocol for evaluating arithmetic sum-of-products expressions via a non-interactive computation phase.
Verifiable/deterministic fair tickets generation for lotteries, raffles and gambling games. :rhinoceros: :four_leaf_clover: :spades: :game_die:
MPC implementation of proof of custody
Python library that serves as an API for common cryptographic primitives used to implement OPRF, OT, and PSI protocols.
A scheme that produces a zero-knowledge proof of correctness for an MPC computation. The scheme allows anyone, particularly someone external to the secure computation, to check the correctness of the output, while preserving the privacy properties of the MPC protocol.
Delta Development Documentation
Credit Approval Classification Deep Learning Model using Differential Drivacy, Secure Multi-Party Computation, and Federated Learning
Material supporting the tutorial "Pursuing Privacy in Recommender Systems: The View of Users and Researchers from Regulations to Applications" held at the 15th ACM Conference on Recommender Systems in Amsterdam, Netherlands
TypeScript library for working with encrypted data within nilDB queries and replies.
This repository corresponds to the PICCO compiler for secure multi-party computation published in 2013 with more recent efficiency improvements.
A compiled list of resources and materials for PPML
A Commitment Scheme library for Coin Flipping/Tossing algorithms and sort. :four_leaf_clover: :camel: :lock: :key:
基于phe库的安全多方计算协议实现
Flower-based Privacy-Preserving Federated Learning with secure aggregation using Carbyne Stack
Python library for working with encrypted data within nilDB queries and replies.
Paper list and relevant material for Privacy-Preserving Computation.
try to implement the GG18 paper which describes ECDSA threshold signatures
Embedded domain-specific combinator library for the abstract assembly and automated synthesis of logical circuits.
Your GoTo Library for NN's over MPC
Fault-tolerant secure multiparty computation in Python.
Simple Hyperledger Fabric-MPC sample application demo
Data structure for representing additive secret shares of integers, designed for use within secure multi-party computation (MPC) protocol implementations.
Governome - Towards a new standard in genomic data privacy: a realization of owner-governance
Extension of the MOTION2NX framework to implement neural network inferencing task where the data is supplied to the “secure compute servers” by the “data providers”.
The Eevee Family of AEAD modes for IoT-friendly encryption and MPC-friendly decryption