OpenMined / PyFE
A library for running Functional Encryption on tensors
☆41Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for PyFE
- Function Secret Sharing library for Python and Rust with hardware acceleration☆54Updated last year
- A SMPC companion library for Syft☆100Updated last week
- Python wrapper for open source Zero Proof Knowledge Library☆29Updated 4 years ago
- A curated list of resources for privacy-preserving machine learning☆147Updated 3 years ago
- Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks☆75Updated 3 months ago
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library☆95Updated 4 years ago
- ☆22Updated last year
- Implementation of protocols in Falcon☆89Updated 3 months ago
- Privacy -preserving Neural Networks☆75Updated 5 years ago
- TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft☆46Updated last year
- Implementation of protocols in SecureNN.☆124Updated 2 years ago
- A Secure Multiparty Computation (MPC) protocol for computing linear regression on vertically distributed datasets.☆32Updated 5 years ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆50Updated 3 years ago
- SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft☆57Updated 4 years ago
- Defines types for all Serde encoding across languages☆20Updated 2 months ago
- A privacy-preserving app for comparing last-known locations of coronavirus patients☆43Updated last year
- ☆35Updated 2 weeks ago
- Bridge between TensorFlow and Google's Private Join and Compute library☆16Updated last year
- ☆9Updated 4 years ago
- Federated Learning on HyperLedger Aries☆21Updated 2 years ago
- Various material around private machine learning, some associated with blog☆148Updated 5 years ago
- ☆54Updated 2 years ago
- Private Information Retrieval protocol☆42Updated 3 years ago
- Arbitrary precision integers in TensorFlow☆11Updated last year
- Semi-honest Two Party Computation Based on Garbled Circuits.☆76Updated 2 years ago
- Differential privacy implementation in the Java family of languages (Java, Kotlin, Scala etc...)☆11Updated 4 years ago
- Library implementing the Fan-Vercauteren homomorphic encryption scheme☆59Updated 8 years ago
- nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph☆172Updated last year