OpenMined / syft-flwrLinks
Offline Capable, Easy and Secure Federated Learning and Computations with Flower and SyftBox
☆18Updated last week
Alternatives and similar repositories for syft-flwr
Users that are interested in syft-flwr are comparing it to the libraries listed below
Sorting:
- ☆20Updated this week
- SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft☆56Updated 5 years ago
- Simulation framework for accelerating research in Private Federated Learning☆345Updated 2 months ago
- A SMPC companion library for Syft☆105Updated 2 months ago
- PipelineDP is a Python framework for applying differentially private aggregations to large datasets using batch processing systems such a…☆283Updated 3 weeks ago
- Python language bindings for smartnoise-core.☆76Updated 2 years ago
- The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy☆543Updated last month
- Federated Learning on HyperLedger Aries☆21Updated 3 years ago
- A place where our community can discuss OpenMined Courses, including posting questions, sharing feedback, or providing comments for discu…☆170Updated 2 years ago
- A privacy preserving NLP framework☆198Updated 2 years ago
- TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft☆46Updated 2 years ago
- Defines types for all Serde encoding across languages☆20Updated last year
- ☆22Updated 2 years ago
- Tools and service for differentially private processing of tabular and relational data☆288Updated 4 months ago
- A privacy-preserving app for comparing last-known locations of coronavirus patients☆43Updated 2 years ago
- A Peer-to-peer Platform for Secure, Privacy-preserving, Decentralized Data Science☆616Updated 2 years ago
- Official Repo for the 30DaysOfFLCode Challenge Initiative☆75Updated 3 months ago
- Privacy-Preserving Machine Learning (PPML) Tutorial☆42Updated 2 weeks ago
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library☆95Updated 5 years ago
- A library for running Functional Encryption on tensors☆45Updated 4 years ago
- PYthon For Homomorphic Encryption Libraries, perform encrypted computations such as sum, mult, scalar product or matrix multiplication in…☆539Updated 4 months ago
- A curated list of resources for privacy-preserving machine learning☆149Updated 4 years ago
- Federated Learning Utilities and Tools for Experimentation☆193Updated last year
- Repository with tutorials and applications of Private-AI algorithms with PySyft☆73Updated 6 years ago
- Function Secret Sharing library for Python and Rust with hardware acceleration (PETS '22)☆57Updated 2 years ago
- Cryptographically secure pseudorandom number generators for PyTorch☆124Updated last month
- Practical Data Privacy☆106Updated last year
- A large labelled image dataset for benchmarking in federated learning☆102Updated last year
- Official mirror of Python-FHEz; Python Fully Homomorphic Encryption (FHE) Library for Encrypted Deep Learning as a Service (EDLaaS).☆29Updated 3 years ago
- Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…☆265Updated last year