Secure aggregation protocol for TensorFlow Federated
☆24Aug 19, 2020Updated 5 years ago
Alternatives and similar repositories for federated-aggregations
Users that are interested in federated-aggregations are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Bridge between TensorFlow and Google's Private Join and Compute library☆16Dec 27, 2022Updated 3 years ago
- Arbitrary precision integers in TensorFlow☆11Dec 27, 2022Updated 3 years ago
- The website for TF Encrypted☆13Jan 5, 2023Updated 3 years ago
- A Julia implementation of the Paillier partially homomorphic encryption system☆13Oct 8, 2020Updated 5 years ago
- SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft☆56May 30, 2020Updated 5 years ago
- Cape Privacy CLI☆30May 2, 2023Updated 2 years ago
- Verify every install script. Checksum.sh is a simple way to download, review, and verify install scripts.☆43Feb 14, 2023Updated 3 years ago
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library☆95Jan 22, 2020Updated 6 years ago
- Secure Federated Learning Framework with Encryption Aggregation and Integer Encoding Method.☆10Jul 1, 2024Updated last year
- ☆16Oct 20, 2025Updated 5 months ago
- tf-trusted allows you to run TensorFlow models in secure enclaves☆87Jul 23, 2020Updated 5 years ago
- A secure aggregation system for private federated learning☆51Updated this week
- A cross-platform CLI tool to resize clipboard images on the fly☆41May 18, 2023Updated 2 years ago
- A simple Python implementation of a secure aggregation protocole for federated learning.☆37May 1, 2023Updated 2 years ago
- Implementation of protocols in SecureNN.☆131Oct 8, 2022Updated 3 years ago
- Nitrogen is a tool for deploying web services to AWS Nitro Enclaves.☆90Jul 20, 2023Updated 2 years ago
- Federated learning with text DNNs for DATA 591 at University of Washington.☆17Mar 25, 2023Updated 2 years ago
- The Cape Privacy JavaScript SDK☆24Dec 1, 2025Updated 3 months ago
- personal implementation of secure aggregation protocol☆44Feb 6, 2024Updated 2 years ago
- Python Library for Function Approximation in Machine Learning☆12Nov 5, 2019Updated 6 years ago
- An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawit…☆92Aug 4, 2019Updated 6 years ago
- ANSI escape sequence / unicode aware text wrapping for Go☆10Jan 12, 2020Updated 6 years ago
- gmp bindings for rust☆41Mar 26, 2021Updated 4 years ago
- Terraform Manifold Provider☆14Apr 1, 2020Updated 5 years ago
- Generate GraphQL schemas from Swagger OpenAPI specs☆20Aug 3, 2021Updated 4 years ago
- Implementation of bulletproofs++ in rust☆18May 8, 2023Updated 2 years ago
- ☆10May 31, 2023Updated 2 years ago
- Secure distributed dataflow framework for encrypted machine learning and data processing☆70Mar 20, 2024Updated 2 years ago
- Code for paper: "Privately generating tabular data using language models".☆15Jun 13, 2023Updated 2 years ago
- Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks☆77Jul 25, 2024Updated last year
- Detecting skin cancer in encrypted images with TensorFlow☆30Jun 17, 2023Updated 2 years ago
- Unified, Simplified, Tight and Fast Privacy Amplification in the Shuffle Model of Differential Privacy☆11Oct 27, 2024Updated last year
- Implementation of "Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 Kilobytes" (https://…☆13May 6, 2024Updated last year
- Count Min Sketch implementation for Rust☆14Feb 9, 2026Updated last month
- ☆36Dec 23, 2025Updated 3 months ago
- http client to manage your dialect translations☆25Dec 8, 2011Updated 14 years ago
- Benchmark and comparison of secure Deep Learning platforms: TF Privacy, PySyft and TF-Encrypted☆10Mar 31, 2021Updated 4 years ago
- Display your process vitals metrics☆10Sep 2, 2025Updated 6 months ago
- Secure Aggregation for FL☆38Nov 25, 2023Updated 2 years ago