OpenMined / PyAriesFL
Federated Learning on HyperLedger Aries
☆21Updated 2 years ago
Alternatives and similar repositories for PyAriesFL:
Users that are interested in PyAriesFL are comparing it to the libraries listed below
- ☆22Updated 2 years ago
- A repository for leveraging Self-Sovereign Identity in applications☆65Updated 2 years ago
- ☆9Updated 5 years ago
- Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks☆76Updated 9 months ago
- SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft☆57Updated 4 years ago
- A privacy-preserving app for comparing last-known locations of coronavirus patients☆44Updated last year
- A library for running Functional Encryption on tensors☆44Updated 4 years ago
- Python wrapper for open source Zero Proof Knowledge Library☆30Updated 4 years ago
- A SMPC companion library for Syft☆103Updated 5 months ago
- Defines types for all Serde encoding across languages☆20Updated 7 months ago
- TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft☆46Updated last year
- Repository with tutorials and applications of Private-AI algorithms with PySyft☆73Updated 5 years ago
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆182Updated 4 years ago
- tf-trusted allows you to run TensorFlow models in secure enclaves☆87Updated 4 years ago
- Proof of concept on a predictive maintenance use case using federated learning to continuously improve predictions of the remaining life…☆84Updated last year
- A curated list of resources for privacy-preserving machine learning☆150Updated 3 years ago
- Various material around private machine learning, some associated with blog☆149Updated 5 years ago
- Privacy Preserving Vertical Federated Learning☆216Updated last year
- Differential privacy implementation in the Java family of languages (Java, Kotlin, Scala etc...)☆11Updated 4 years ago
- Python Library for Function Approximation in Machine Learning☆12Updated 5 years ago
- Credit Approval Classification Deep Learning Model using Differential Drivacy, Secure Multi-Party Computation, and Federated Learning☆23Updated 2 years ago
- This work combines differential privacy and multi-party computation protocol to achieve distributed machine learning.☆26Updated 4 years ago
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library☆95Updated 5 years ago
- News in Privacy-Preserving Machine Learning☆12Updated 5 years ago
- Privacy -preserving Neural Networks☆78Updated 6 years ago
- A repo for exploring the use of Hyperledger Aries to facilitate decentralised identity services.☆11Updated 2 years ago
- Function Secret Sharing library for Python and Rust with hardware acceleration (PETS '22)☆56Updated last year
- Secure collaborative training and inference for XGBoost.☆105Updated 2 years ago
- distributed federated learning for pytorch☆15Updated 7 years ago
- Bridge between TensorFlow and Google's Private Join and Compute library☆16Updated 2 years ago