OpenMined / syft-proto
Defines types for all Serde encoding across languages
☆20Updated 5 months ago
Alternatives and similar repositories for syft-proto:
Users that are interested in syft-proto are comparing it to the libraries listed below
- Differential privacy implementation in the Java family of languages (Java, Kotlin, Scala etc...)☆11Updated 4 years ago
- SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft☆57Updated 4 years ago
- ☆22Updated 2 years ago
- A privacy-preserving app for comparing last-known locations of coronavirus patients☆43Updated last year
- A library for running Functional Encryption on tensors☆43Updated 4 years ago
- Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks☆76Updated 6 months ago
- TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft☆46Updated last year
- A SMPC companion library for Syft☆102Updated 2 months ago
- A curated list of resources for privacy-preserving machine learning☆148Updated 3 years ago
- ☆9Updated 4 years ago
- Federated Learning on HyperLedger Aries☆21Updated 2 years ago
- A concise primer on Differential Privacy☆28Updated 4 years ago
- Various material around private machine learning, some associated with blog☆149Updated 5 years ago
- Function Secret Sharing library for Python and Rust with hardware acceleration (PETS '22)☆54Updated last year
- Blog dedicated to cryptography and machine learning☆23Updated 3 months ago
- Implementation of protocols in Falcon☆93Updated 6 months ago
- Client/Server framework for encrypted machine learning using homomorphic encryption☆41Updated 3 years ago
- Implementation of protocols in SecureNN.☆129Updated 2 years ago
- A Secure Multiparty Computation (MPC) protocol for computing linear regression on vertically distributed datasets.☆32Updated 5 years ago
- Privacy Preserving Vertical Federated Learning☆216Updated last year
- A privacy preserving NLP framework☆197Updated last year
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆182Updated 3 years ago
- Naive implementation of basic Differential-Privacy framework and algorithms☆9Updated 6 years ago
- News in Privacy-Preserving Machine Learning☆12Updated 5 years 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…☆168Updated last year
- Everything you need to know to contribute to OpenMined!☆215Updated last year
- Using federated learning and CNNs to analyze X-ray images of Lungs and determining whether pneumonia is present.☆33Updated 5 years ago
- Repository with tutorials and applications of Private-AI algorithms with PySyft☆73Updated 5 years ago
- Machine Learning with SPDZ☆20Updated 6 years ago