OpenMined / PySyft-TensorFlow
SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft
☆57Updated 4 years ago
Related projects: ⓘ
- Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks☆75Updated last month
- TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft☆46Updated last year
- Defines types for all Serde encoding across languages☆20Updated 2 weeks ago
- ☆125Updated this week
- ☆22Updated last year
- A curated list of resources for privacy-preserving machine learning☆146Updated 2 years ago
- A SMPC companion library for Syft☆98Updated last month
- Various material around private machine learning, some associated with blog☆149Updated 5 years ago
- A library for running Functional Encryption on tensors☆41Updated 3 years ago
- ☆17Updated this week
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆180Updated 3 years ago
- Privacy Preserving Vertical Federated Learning☆213Updated last year
- A privacy preserving NLP framework☆197Updated last year
- ☆14Updated this week
- A privacy-preserving app for comparing last-known locations of coronavirus patients☆43Updated last year
- Repository with tutorials and applications of Private-AI algorithms with PySyft☆73Updated 5 years ago
- Federated Learning on HyperLedger Aries☆21Updated 2 years ago
- ☆65Updated this week
- A concise primer on Differential Privacy☆28Updated 4 years ago
- PriMIA: Privacy-preserving Medical Image Analysis☆129Updated last year
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library☆95Updated 4 years ago
- Differentially Private Optimization for PyTorch 👁🙅♀️☆183Updated 4 years ago
- Using federated learning and CNNs to analyze X-ray images of Lungs and determining whether pneumonia is present.☆33Updated 5 years ago
- Detecting skin cancer in encrypted images with TensorFlow☆30Updated last year
- ☆29Updated this week
- A place where our community can discuss OpenMined Courses, including posting questions, sharing feedback, or providing comments for discu…☆168Updated last year
- ☆13Updated this week
- autodp: A flexible and easy-to-use package for differential privacy☆260Updated 9 months ago
- A Simulator for Privacy Preserving Federated Learning☆93Updated 3 years ago
- Secure collaborative training and inference for XGBoost.☆105Updated last year