trailofbits / mpc-learningLinks
Perform multi-party computation on machine learning applications
☆22Updated 3 years ago
Alternatives and similar repositories for mpc-learning
Users that are interested in mpc-learning are comparing it to the libraries listed below
Sorting:
- A tiny, educational library for secure multi-party computation (in pure Python).☆91Updated 2 years ago
- Repository for the SoK paper on Fully Homomorphic Encryption (FHE) compilers.☆81Updated 2 years ago
- ☆19Updated 10 months ago
- Private AI Bootcamp was hosted by Microsoft in Redmond, WA on Dec 2nd-4th, 2019. This repository contains materials offered at the event,…☆33Updated 5 years ago
- The reference implementation of SimplePIR and DoublePIR, accompanying the paper "One Server for the Price of Two: Simple and Fast Single-…☆91Updated 2 years ago
- Bridge between TensorFlow and Google's Private Join and Compute library☆16Updated 2 years ago
- (Inactive, see readme) Multiparty computation with SPDZ, MASCOT, and Overdrive offline phases☆222Updated 6 years ago
- Awesome list for cryptographic secure computation paper. This repo includes *Lattice*, *DifferentialPrivacy*, *MPC* and also a comprehens…☆214Updated 8 months ago
- A two-party secure function evaluation using Yao's garbled circuit protocol☆77Updated last year
- Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware☆166Updated 2 years ago
- MPyC: Multiparty Computation in Python☆404Updated 3 weeks ago
- Functional encryption library in C☆87Updated 4 years ago
- TinyGarble: Logic Synthesis and Sequential Descriptions for Yao's Garbled Circuits☆124Updated last year
- Repository for the SCALE-MAMBA MPC system☆261Updated last year
- A SMPC companion library for Syft☆104Updated 2 months ago
- Rust implementation of the BMR16 arithmetic garbling scheme.☆34Updated 5 years ago
- Comprehensive Open Source Library for Secure Multiparty Computation☆186Updated 2 years ago
- Function Secret Sharing library for Python and Rust with hardware acceleration (PETS '22)☆58Updated 2 years ago
- Library for performing Function Secret Sharing (FSS)☆93Updated 6 years ago
- Practical Privacy-Preserving K-means Clustering (PETS-2020)☆34Updated 4 years ago
- A FRamework for Efficient Secure COmputation☆141Updated 5 months ago
- A curated list of resources for privacy-preserving machine learning☆149Updated 3 years ago
- Library implementing the Fan-Vercauteren homomorphic encryption scheme☆61Updated 9 years ago
- A Cryptographic Inference Service for Neural Networks☆130Updated last year
- Crypto and networking utils used for ABY and OTExtension☆19Updated 4 years ago
- tf-trusted allows you to run TensorFlow models in secure enclaves☆87Updated 5 years ago
- Semi-honest Two Party Computation Based on Garbled Circuits.☆78Updated 3 years ago
- Teechain: A Secure Payment Network with Asynchronous Blockchain Access☆54Updated 6 years ago
- An efficient, user-friendly, modular, and extensible framework for mixed-protocol secure multi-party computation with two or more parties☆88Updated 2 years ago
- Private Set Intersection Cardinality protocol based on ECDH and Bloom Filters☆145Updated last week