OpenMined / PyFELinks
A library for running Functional Encryption on tensors
☆45Updated 4 years ago
Alternatives and similar repositories for PyFE
Users that are interested in PyFE are comparing it to the libraries listed below
Sorting:
- A SMPC companion library for Syft☆105Updated last month
- A curated list of resources for privacy-preserving machine learning☆149Updated 4 years ago
- 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
- Privacy -preserving Neural Networks☆79Updated 6 years ago
- Defines types for all Serde encoding across languages☆20Updated last year
- Various material around private machine learning, some associated with blog☆150Updated 6 years ago
- Implementation of protocols in SecureNN.☆131Updated 3 years ago
- Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks☆77Updated last year
- Python wrapper for open source Zero Proof Knowledge Library☆32Updated 5 years ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Updated 4 years ago
- A Secure Multiparty Computation (MPC) protocol for computing linear regression on vertically distributed datasets.☆32Updated 6 years ago
- TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft☆46Updated 2 years ago
- ☆22Updated 2 years ago
- ☆440Updated last year
- SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft☆56Updated 5 years ago
- Implementation of protocols in Falcon☆95Updated last year
- nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph☆174Updated 2 years ago
- Differential privacy implementation in the Java family of languages (Java, Kotlin, Scala etc...)☆11Updated 5 years ago
- News in Privacy-Preserving Machine Learning☆12Updated 5 years ago
- Secure collaborative training and inference for XGBoost.☆106Updated 3 years ago
- ☆58Updated 3 years ago
- A privacy-preserving app for comparing last-known locations of coronavirus patients☆43Updated 2 years ago
- Private Set Intersection Cardinality protocol based on ECDH and Bloom Filters☆148Updated 2 weeks ago
- This repository is a fork of Microsoft Research's homomorphic encryption implementation, the Simple Encrypted Arithmetic Library (SEAL). …☆230Updated 6 years ago
- Semi-honest Two Party Computation Based on Garbled Circuits.☆80Updated 3 weeks ago
- tf-trusted allows you to run TensorFlow models in secure enclaves☆87Updated 5 years ago
- ☆38Updated last year
- Private Information Retrieval protocol☆46Updated 4 years ago
- Client/Server framework for encrypted machine learning using homomorphic encryption☆43Updated 4 years ago