tf-encrypted / federated-aggregations
Secure aggregation protocol for TensorFlow Federated
☆22Updated 4 years ago
Related projects: ⓘ
- Bridge between TensorFlow and Google's Private Join and Compute library☆16Updated last year
- Arbitrary precision integers in TensorFlow☆11Updated last year
- A SMPC companion library for Syft☆98Updated last month
- Function Secret Sharing library for Python and Rust with hardware acceleration☆51Updated last year
- Secure distributed dataflow framework for encrypted machine learning and data processing☆57Updated 5 months ago
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library☆95Updated 4 years ago
- Python wrapper for open source Zero Proof Knowledge Library☆27Updated 4 years ago
- Private Information Retrieval protocol☆41Updated 3 years ago
- TNO PET Lab - secure Multi-Party Computation (MPC) - Protocols - Distributed Keygen☆26Updated last year
- Private Set Intersection Cardinality protocol based on ECDH and Bloom Filters☆128Updated 3 months ago
- ☆27Updated this week
- ☆61Updated last year
- Privacy -preserving Neural Networks☆74Updated 5 years ago
- A tiny, educational library for secure multi-party computation (in pure Python).☆83Updated last year
- Library for performing Function Secret Sharing (FSS)☆82Updated 5 years ago
- Rust implementation of the BMR16 arithmetic garbling scheme.☆33Updated 4 years ago
- TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft☆46Updated last year
- tf-trusted allows you to run TensorFlow models in secure enclaves☆87Updated 4 years ago
- MPC Simulation Framework☆24Updated last year
- The reference implementation of SimplePIR and DoublePIR, accompanying the paper "One Server for the Price of Two: Simple and Fast Single-…☆72Updated last year
- ☆18Updated 2 years ago
- A library for running Functional Encryption on tensors☆41Updated 3 years ago
- ☆63Updated this week
- Global-Scale Secure Multiparty Computation☆40Updated last year
- Sample functions for Cape Privacy☆20Updated last year
- 📊 Privacy Preserving Medical Data Analytics using Secure Multi Party Computation. An End-To-End Use Case. A. Giannopoulos, D. Mouris M.S…☆19Updated 9 months ago
- Cerebro: A platform for Secure Coopetitive Learning☆21Updated 3 years ago
- Crypto and networking utils used for ABY and OTExtension☆19Updated 3 years ago
- A collection of algorithms that can do join between two parties while preserving the privacy of keys on which the join happens☆200Updated 3 weeks ago
- Implementation of protocols in SecureNN.☆121Updated last year