coMindOrg / federated-averaging-tutorials
A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.
☆182Updated 3 years ago
Alternatives and similar repositories for federated-averaging-tutorials:
Users that are interested in federated-averaging-tutorials are comparing it to the libraries listed below
- ☆168Updated 7 years ago
- Simulate a federated setting and run differentially private federated learning.☆373Updated last month
- Privacy Preserving Vertical Federated Learning☆218Updated last year
- A curated list of resources dedicated to federated learning.☆104Updated 3 years ago
- Federated Learning mini-framework with Keras☆35Updated 5 years ago
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆473Updated last year
- Federated learning experiment using TensorFlow.js☆163Updated last month
- resources about federated learning and privacy in machine learning☆533Updated 9 months ago
- A Simulator for Privacy Preserving Federated Learning☆94Updated 4 years ago
- Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)☆292Updated 8 months ago
- Code for "Analyzing Federated Learning through an Adversarial Lens" https://arxiv.org/abs/1811.12470☆148Updated 2 years ago
- distributed federated learning for pytorch☆15Updated 7 years ago
- Fair Resource Allocation in Federated Learning (ICLR '20)☆246Updated last year
- Differentially Private Optimization for PyTorch 👁🙅♀️☆185Updated 4 years ago
- SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft☆57Updated 4 years ago
- Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks☆76Updated 8 months ago
- Bayesian Nonparametric Federated Learning of Neural Networks☆144Updated 5 years ago
- tf implementation of federated learning☆41Updated 5 years ago
- Differential Privacy Preservation in Deep Learning under Model Attacks☆133Updated 3 years ago
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆506Updated last year
- Repository with tutorials and applications of Private-AI algorithms with PySyft☆73Updated 5 years ago
- Related material on Federated Learning☆26Updated 5 years ago
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆337Updated 3 years ago
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆714Updated 8 months ago
- Federated Multi-Task Learning☆129Updated 6 years ago
- ☆73Updated last year
- autodp: A flexible and easy-to-use package for differential privacy☆274Updated last year
- Various material around private machine learning, some associated with blog☆149Updated 5 years ago
- This project implements the OpenMined tutorials and simulates the distributed model training process using 2 RPIs(Raspberry Pi).☆114Updated 5 years ago
- Implementation of dp-based federated learning framework using PyTorch☆299Updated 2 years ago