rbost / ciphermed
Implementation of "Machine Learning Classification over Encrypted Data" by Raphael Bost, Raluca Ada Popa, Stephen Tu and Shafi Goldwasser
☆38Updated 7 years ago
Related projects ⓘ
Alternatives and complementary repositories for ciphermed
- (Inactive, see readme) Multiparty computation with SPDZ, MASCOT, and Overdrive offline phases☆215Updated 5 years ago
- Implementation of the DGHV fully homomorphic encryption scheme☆127Updated 8 years ago
- 6.857 project - implementation of scheme for encrypting integer vectors that allows addition, linear transformation, and weighted inner p…☆67Updated 7 years ago
- Privacy -preserving Neural Networks☆75Updated 5 years ago
- Library implementing the Fan-Vercauteren homomorphic encryption scheme☆59Updated 8 years ago
- Pure Python Paillier Homomorphic Cryptosystem☆131Updated 6 years ago
- A Secure Multiparty Computation (MPC) protocol for computing linear regression on vertically distributed datasets.☆32Updated 5 years ago
- Fast Homomorphic Evaluation of Deep Discretized Neural Networks☆43Updated 7 years ago
- Library for performing Function Secret Sharing (FSS)☆85Updated 6 years ago
- Various material around private machine learning, some associated with blog☆148Updated 5 years ago
- The compiler for ObliVM☆64Updated 4 years ago
- Bridge between TensorFlow and Google's Private Join and Compute library☆16Updated last year
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library☆95Updated 4 years ago
- tf-trusted allows you to run TensorFlow models in secure enclaves☆87Updated 4 years ago
- ☆178Updated 3 years ago
- Implementation of protocols in SecureNN.☆124Updated 2 years ago
- Semi-honest Two Party Computation Based on Garbled Circuits.☆76Updated 2 years ago
- Oblivious Transfer, Oblivious Transfer Extension and Variations☆161Updated 2 months ago
- Implementation of Brakerski's leveled homomorphic encryption system☆41Updated 7 years ago
- This repository is a fork of Microsoft Research's homomorphic encryption implementation, the Simple Encrypted Arithmetic Library (SEAL). …☆225Updated 5 years ago
- Comprehensive Open Source Library for Secure Multiparty Computation☆181Updated last year
- A Flexible Efficient Secure Computation Backend☆33Updated 6 years ago
- TinyGarble: Logic Synthesis and Sequential Descriptions for Yao's Garbled Circuits☆120Updated last year
- CUDA Homomorphic Encryption Library☆194Updated 7 years ago
- CUDA-accelerated Fully Homomorphic Encryption Library☆213Updated 3 years ago
- C++ OT extension implementation☆125Updated 4 years ago
- Prototype implementation of Prio, a system for the private computation of aggregate statistics.☆60Updated 6 years ago
- XPIR: Private Information Retrieval for Everyone☆115Updated 3 years ago
- Tool for Automating efficient Secure Two-partY computation protocols☆10Updated 8 years ago
- A curated list of resources for privacy-preserving machine learning☆147Updated 3 years ago