secure-multiparty-computation

There are 43 repositories under secure-multiparty-computation topic.

  • secretflow/secretflow

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

    Language:Python2.5k441.1k450

  • data61/MP-SPDZ

    Versatile framework for multi-party computation

    Language:C++1.1k191.6k328

  • openfheorg/openfhe-development

    This is the development repository for the OpenFHE library. The current development version is 1.4.0 (released on August 18, 2025). The current stable version is 1.3.1 (released on July 11, 2025).

    Language:C++98817502246

  • LatticeX-Foundation/Rosetta

    A Privacy-Preserving Framework Based on TensorFlow

    Language:C++5562882109

  • lschoe/mpyc

    MPyC: Multiparty Computation in Python

    Language:Python406166181

  • secretflow/spu

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

    Language:C++3027431135

  • OpenMined/SyferText

    A privacy preserving NLP framework

    Language:Python198217949

  • tiktok-privacy-innovation/PrivacyGo

    Synergistic fusion of privacy-enhancing technologies for enhanced privacy protection.

    Language:C++1554311

  • secretflow/kuscia

    Kuscia(Kubernetes-based Secure Collaborative InfrA) is a K8s-based privacy-preserving computing task orchestration framework.

    Language:Go122636492

  • Alisah-Ozcan/HEonGPU

    HEonGPU is a high-performance library that optimizes Fully Homomorphic Encryption (FHE) on GPUs. Leveraging GPU parallelism, it reduces computational load through concurrent execution. Its multi-stream architecture minimizes data transfer overhead, making it ideal for large-scale encrypted computations with reduced latency.

    Language:Cuda9452123

  • carbynestack/carbynestack

    Cloud native Secure Multiparty Computation Stack

    Language:TypeScript8765111

  • NillionNetwork/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:Python677014

  • nthparty/oblivious

    Python library that serves as an API for common cryptographic primitives used to implement OPRF, OT, and PSI protocols.

    Language:Python27265

  • ruidazeng/upsi-revisited

    Updatable Private Set Intersection Revisited: Extended Functionalities, Deletion, and Worst-Case Complexity (Asiacrypt 2024)

    Language:C++21205

  • jimouris/curl

    Curl: Private LLMs through Wavelet-Encoded Look-Up Tables

    Language:Python15113

  • lapets/shamirs

    Minimal pure-Python implementation of Shamir's secret sharing scheme.

    Language:Python15114

  • NillionNetwork/blindfold-ts

    TypeScript library for working with encrypted data within nilDB queries and replies.

    Language:TypeScript154

  • anderspkd/secure-computation-library

    Secure Computation Utilities

    Language:C++14362

  • secretflow/serving

    SecretFlow-Serving is a serving system for privacy-preserving machine learning models.

    Language:C++113316

  • phamxuansang241/Secure-Federated-Learning

    Secure Federated Learning Framework with Encryption Aggregation and Integer Encoding Method.

    Language:Python10103

  • NillionNetwork/blindfold-py

    Python library for working with encrypted data within nilDB queries and replies.

    Language:Python92
  • FANNG-MPC

    Crypto-TII/FANNG-MPC

    Your GoTo Library for NN's over MPC

    Language:Verilog7121

  • cicada-mpc/cicada-mpc

    Fault-tolerant secure multiparty computation in Python.

    Language:Python61691

  • nthparty/additive

    Data structure for representing additive secret shares of integers, designed for use within secure multi-party computation (MPC) protocol implementations.

    Language:Python6103

  • WilliamJonas08/Secure-Multi-Party-Computation

    Collaboration project with Criteo in order to evaluate the relevance of the Secure Multiparty Computation (sMPC) in the context of a Federative Learning

    Language:Python6101

  • multiparty/bwwc

    Centralized asynchronous secure aggregation using Shamir's secret sharing for the Boston Women's Workforce Council.

    Language:TypeScript53110
  • kPPDERT_cloud

    AminAminifar/kPPDERT_cloud

    Extremely Randomized Trees with Privacy Preservation for Distributed Data (k-PPD-ERT)

    Language:Python4100

  • nthparty/otc

    Oblivious transfer (OT) communications protocol message/response functionality implementations based on Curve25519 and the Ristretto group.

    Language:Python4104

  • AminAminifar/Shamir

    Secure Aggregation with Shamir’s Method

    Language:Python3102

  • xonoxitron/secure-multiparty-computation-sandbox

    A Python 🐍 Secure Multi-Party Computation Sandbox with a Joint Signature Scheme using Elliptic Curve Cryptography ✉️+🔑+🔑+🔑 = 🔓

    Language:Python3101

  • adwise-fiu/mpc-mgmt-cmdl

    MPC management framework automating a secure network setup among participants of multiparty computation in the outsourced setting.

    Language:Python2000

  • amypritc/SMC2

    SMC2, or Secure Multiparty Computation in C, is the formalization and extension of the PICCO compiler, designed for general purpose secure multiparty computations.

    Language:C++1100

  • Fluxmux/master-thesis

    Thesis for Master in Industrial Engineering ICT

    Language:TeX1100

  • jimouris/draft-mouris-cfrg-mastic

    Specification of the Mastic Verifiable Distributed Aggregation Function (VDAF)

    Language:Python14451

  • Mohammad-Bakhtiari/fedscgen-pypi

    A lightweight, pip-installable version of FedscGen.

    Language:Python

  • NarutoOG/2025-1

    🛠️ Build and explore Compiladores 1 materials for Software Engineering, including tasks, discussions, and course resources for the 2025 semester.