secure-multi-party-computation
There are 10 repositories under secure-multi-party-computation topic.
- lattigo
tuneinsight / lattigo
A library for lattice-based multiparty homomorphic encryption in Go
Language:Go 1371 - Language:C++ 1100
- Language:Python 407
ing-bank / threshold-signatures
Threshold Signature Scheme for ECDSA
Language:Rust 202sine-fdn / tandem
A maliciously secure two-party computation engine which is embeddable and accessible
Language:Rust 188ipc-lab / private-ml-for-health
Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)
Language:Python 75NillionNetwork / tinynmc
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.
Language:Python 66marcoonroad / spadille
Verifiable/deterministic fair tickets generation for lotteries, raffles and gambling games. :rhinoceros: :four_leaf_clover: :spades: :game_die:
Language:JavaScript 47- Language:C++ 37
- Language:Go 32
PlatONnetwork / proof_of_custody
MPC implementation of proof of custody
Language:C++ 32nthparty / oblivious
Python library that serves as an API for common cryptographic primitives used to implement OPRF, OT, and PSI protocols.
Language:Python 27toonsegers / verifiable_mpc
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.
Language:Python 26delta-mpc / delta-docs
Delta Development Documentation
mkucz95 / encrypted_ai_finance
Credit Approval Classification Deep Learning Model using Differential Drivacy, Secure Multi-Party Computation, and Federated Learning
Language:HTML 23- Language:Java 20
sisinflab / recsys2021-pursuing-privacy
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
Language:Jupyter Notebook 18TypeScript library for working with encrypted data within nilDB queries and replies.
Language:TypeScript 15applied-crypto-lab / picco
This repository corresponds to the PICCO compiler for secure multi-party computation published in 2013 with more recent efficiency improvements.
Language:C 12khoaguin / ppml-materials
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:
Language:OCaml 11shine813 / Secure-Multi-Party-Computation-Protocol
基于phe库的安全多方计算协议实现
Language:HTML 11carbynestack / nettle
Flower-based Privacy-Preserving Federated Learning with secure aggregation using Carbyne Stack
Language:Python 9Python library for working with encrypted data within nilDB queries and replies.
Language:Python 9pengyuan-zhou / Privacy-Preserving-Computation-PaperList
Paper list and relevant material for Privacy-Preserving Computation.
dai1975 / etude-gg18
try to implement the GG18 paper which describes ECDSA threshold signatures
Language:Rust 8Embedded domain-specific combinator library for the abstract assembly and automated synthesis of logical circuits.
Language:Python 8- Language:Go 7
- FANNG-MPC
Crypto-TII / FANNG-MPC
Your GoTo Library for NN's over MPC
Language:Verilog 7 - Language:Jupyter Notebook 7
cicada-mpc / cicada-mpc
Fault-tolerant secure multiparty computation in Python.
Language:Python 6Franc-Zar / Hyperledger-Fabric-MPC-sample
Simple Hyperledger Fabric-MPC sample application demo
Language:Shell 6Data structure for representing additive secret shares of integers, designed for use within secure multi-party computation (MPC) protocol implementations.
Language:Python 6HKU-BAL / Governome
Governome - Towards a new standard in genomic data privacy: a realization of owner-governance
Language:Go 5datakaveri / iudx-MOTION2NX
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”.
Language:C++ 4KULeuven-COSIC / Eevee
The Eevee Family of AEAD modes for IoT-friendly encryption and MPC-friendly decryption
Language:C 4
