gaborvecsei / Federated-Learning-Mini-FrameworkLinks
Federated Learning mini-framework with Keras
☆35Updated 5 years ago
Alternatives and similar repositories for Federated-Learning-Mini-Framework
Users that are interested in Federated-Learning-Mini-Framework are comparing it to the libraries listed below
Sorting:
- tf implementation of federated learning☆42Updated 6 years ago
- ☆168Updated 7 years ago
- ☆72Updated last year
- ☆53Updated 3 years ago
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆68Updated 4 years ago
- Bayesian Nonparametric Federated Learning of Neural Networks☆143Updated 6 years ago
- A Simulator for Privacy Preserving Federated Learning☆94Updated 4 years ago
- Privacy Preserving Vertical Federated Learning☆218Updated 2 years ago
- A federated learning demo for AlexNet on CIFAR-10 dataset, basing on Tensorflow.☆61Updated 4 years ago
- A curated list of resources dedicated to federated learning.☆104Updated 3 years ago
- Differential Privacy Preservation in Deep Learning under Model Attacks☆135Updated 4 years ago
- Code for "Analyzing Federated Learning through an Adversarial Lens" https://arxiv.org/abs/1811.12470☆150Updated 2 years ago
- ☆94Updated 3 years ago
- Federated Learning on XGBoost☆46Updated 5 years ago
- Simulate a federated setting and run differentially private federated learning.☆378Updated 2 months ago
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆182Updated 4 years ago
- Credit Approval Classification Deep Learning Model using Differential Drivacy, Secure Multi-Party Computation, and Federated Learning☆23Updated 2 years ago
- Fair Resource Allocation in Federated Learning (ICLR '20)☆248Updated last year
- Federated learning with PyTorch (federated averaging and consensus optimization): with 'reduced' bandwidth☆42Updated last year
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆83Updated 5 years ago
- Federated Multi-Task Learning☆130Updated 6 years ago
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆338Updated 3 years ago
- Related material on Federated Learning☆26Updated 5 years ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆237Updated 10 months ago
- Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)☆62Updated last year
- Attentive Federated Learning for Private NLM☆61Updated 10 months ago
- This project implements the OpenMined tutorials and simulates the distributed model training process using 2 RPIs(Raspberry Pi).☆115Updated 5 years ago
- FedMD: Heterogenous Federated Learning via Model Distillation☆154Updated 4 years ago
- A Benchmark of Real-world Image Dataset for Federated Learning☆42Updated 5 years ago
- Implementation of dp-based federated learning framework using PyTorch☆300Updated 2 years ago