OpenMined / PySyft-TensorFlowLinks
SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft
☆57Updated 5 years ago
Alternatives and similar repositories for PySyft-TensorFlow
Users that are interested in PySyft-TensorFlow are comparing it to the libraries listed below
Sorting:
- Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks☆76Updated 11 months ago
- Defines types for all Serde encoding across languages☆20Updated 10 months ago
- TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft☆46Updated 2 years ago
- A curated list of resources for privacy-preserving machine learning☆150Updated 3 years ago
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆182Updated 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☆43Updated 4 years ago
- Various material around private machine learning, some associated with blog☆149Updated 5 years ago
- A privacy preserving NLP framework☆198Updated 2 years ago
- ☆22Updated 2 years ago
- A Peer-to-peer Platform for Secure, Privacy-preserving, Decentralized Data Science☆616Updated 2 years ago
- A SMPC companion library for Syft☆103Updated 3 weeks ago
- Differential privacy implementation in the Java family of languages (Java, Kotlin, Scala etc...)☆11Updated 4 years ago
- Federated Learning on HyperLedger Aries☆21Updated 3 years ago
- Repository with tutorials and applications of Private-AI algorithms with PySyft☆73Updated 5 years ago
- The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy☆525Updated 10 months ago
- Using federated learning and CNNs to analyze X-ray images of Lungs and determining whether pneumonia is present.☆34Updated 5 years ago
- SOON TO BE DEPRECATED - Private machine learning progress☆471Updated 5 years ago
- A Framework for Encrypted Machine Learning in TensorFlow☆1,232Updated 9 months ago
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library☆95Updated 5 years ago
- A place where our community can discuss OpenMined Courses, including posting questions, sharing feedback, or providing comments for discu…☆169Updated 2 years ago
- ☆9Updated 5 years ago
- Repo for Udacity's Secure & Private AI course☆458Updated last year
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆509Updated 2 months ago
- Naive implementation of basic Differential-Privacy framework and algorithms☆8Updated 6 years ago
- Differentially Private Optimization for PyTorch 👁🙅♀️☆186Updated 5 years ago
- Everything you need to know to contribute to OpenMined!☆216Updated last year
- autodp: A flexible and easy-to-use package for differential privacy☆273Updated last year
- A concise primer on Differential Privacy☆29Updated 5 years ago
- The official Syft worker for Web and Node, built in Javascript☆149Updated 2 years ago