wgxli / simple-fhe
A dead-simple library for full homomorphic encryption (FHE) in Python
☆33Updated 4 years ago
Alternatives and similar repositories for simple-fhe:
Users that are interested in simple-fhe are comparing it to the libraries listed below
- A Python library for fully homomorphic encryption☆104Updated 3 years ago
- CUDA-accelerated Fully Homomorphic Encryption Library☆226Updated 3 years ago
- Official mirror of Python-FHEz; Python Fully Homomorphic Encryption (FHE) Library for Encrypted Deep Learning as a Service (EDLaaS).☆29Updated 3 years ago
- Privacy -preserving Neural Networks☆78Updated 6 years ago
- Implementation of protocols in Falcon☆93Updated 9 months ago
- Secure collaborative training and inference for XGBoost.☆105Updated 2 years ago
- PYthon For Homomorphic Encryption Libraries, perform encrypted computations such as sum, mult, scalar product or matrix multiplication in…☆506Updated 8 months ago
- (ICLR 2023 Spotlight) MPCFormer: fast, performant, and private transformer inference with MPC☆94Updated last year
- Implementation of protocols in SecureNN.☆129Updated 2 years ago
- ☆54Updated 3 years ago
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library☆95Updated 5 years ago
- Materials about Privacy-Preserving Machine Learning☆247Updated 2 months ago
- A SMPC companion library for Syft☆103Updated 5 months ago
- The reference implementation of SimplePIR and DoublePIR, accompanying the paper "One Server for the Price of Two: Simple and Fast Single-…☆86Updated 2 years ago
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆48Updated 4 years ago
- Fast Privacy-Preserving Machine Learning on the GPU☆82Updated 3 years ago
- Private Information Retrieval protocol☆45Updated 4 years ago
- 该项目实现了隐私保护和可验证的卷积神经网络(CNN)测试,旨在使模型开发者能够在多个测试者提供的非公开数据上向用户证明CNN性能的真实性,同时保护模型和数据的隐私。☆14Updated last year
- A Cryptographic Inference Service for Neural Networks☆130Updated 9 months ago
- ☆68Updated 5 months ago
- ☆18Updated 2 years ago
- Official Python wrapper for OpenFHE. Current release is v0.8.10 (released on October 28, 2024).☆103Updated last week
- A two-party secure function evaluation using Yao's garbled circuit protocol☆75Updated 10 months ago
- ☆421Updated 10 months ago
- Privacy preserving vertical federated learning for tree-based models☆27Updated 3 years ago
- HEAAN lib binds for Python☆32Updated 4 years ago
- ☆36Updated 6 months ago
- Privacy-preserving XGBoost Inference☆49Updated 2 years ago
- Piranha: A GPU Platform for Secure Computation☆95Updated 2 years ago
- Function Secret Sharing library for Python and Rust with hardware acceleration (PETS '22)☆57Updated last year