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).☆92Updated 2 years 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
- Rust implementation of the BMR16 arithmetic garbling scheme.☆34Updated 5 years ago
- Implementation of Brakerski's leveled homomorphic encryption system☆44Updated 8 years ago
- Bridge between TensorFlow and Google's Private Join and Compute library☆16Updated 2 years ago
- ☆19Updated 11 months ago
- Repository for the SoK paper on Fully Homomorphic Encryption (FHE) compilers.☆81Updated 2 years ago
- (Inactive, see readme) Multiparty computation with SPDZ, MASCOT, and Overdrive offline phases☆221Updated 6 years ago
- Awesome list for cryptographic secure computation paper. This repo includes *Lattice*, *DifferentialPrivacy*, *MPC* and also a comprehens…☆217Updated 9 months ago
- Functional encryption library in C☆86Updated 4 years ago
- Practical Privacy-Preserving K-means Clustering (PETS-2020)☆36Updated 4 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
- Privacy-preserving auditing for distributed ledgers☆67Updated 6 years ago
- Library for performing Function Secret Sharing (FSS)☆93Updated 6 years ago
- A two-party secure function evaluation using Yao's garbled circuit protocol☆78Updated last year
- A Cryptographic Inference Service for Neural Networks☆131Updated last year
- A FRamework for Efficient Secure COmputation☆140Updated 7 months ago
- Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware☆166Updated 2 years ago
- TinyGarble: Logic Synthesis and Sequential Descriptions for Yao's Garbled Circuits☆127Updated last year
- Function Secret Sharing library for Python and Rust with hardware acceleration (PETS '22)☆57Updated 2 years ago
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library☆95Updated 5 years ago
- Comprehensive Open Source Library for Secure Multiparty Computation☆186Updated 2 years ago
- Repository for the SCALE-MAMBA MPC system☆262Updated 2 years ago
- Proof-of-concept implementation of a homomorphic Simon encryption using YASHE and FV leveled homomorphic cryptosystems☆20Updated 10 years ago
- Crypto and networking utils used for ABY and OTExtension☆19Updated 4 years ago
- Library implementing the Fan-Vercauteren homomorphic encryption scheme☆61Updated 9 years ago
- A curated list of resources for privacy-preserving machine learning☆148Updated 3 years ago
- A Platform for Robust Threshold Cryptography based on Asynchronous Publicly Verifiable Secret Sharing with Tunable Security☆97Updated 3 years ago
- The garbled circuit backend for the ObliVM framework☆17Updated 9 years ago
- tf-trusted allows you to run TensorFlow models in secure enclaves☆87Updated 5 years ago