gaborvecsei / Federated-Learning-Mini-Framework
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
- tf implementation of federated learning☆41Updated 5 years ago
- ☆168Updated 7 years ago
- ☆73Updated last year
- federated-learning☆82Updated 2 years ago
- A Simulator for Privacy Preserving Federated Learning☆93Updated 4 years ago
- ☆52Updated 2 years ago
- SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things☆108Updated 4 years ago
- Bayesian Nonparametric Federated Learning of Neural Networks☆144Updated 5 years ago
- ☆93Updated 3 years ago
- A federated learning demo for AlexNet on CIFAR-10 dataset, basing on Tensorflow.☆61Updated 3 years ago
- Credit Approval Classification Deep Learning Model using Differential Drivacy, Secure Multi-Party Computation, and Federated Learning☆23Updated 2 years ago
- Code for "Analyzing Federated Learning through an Adversarial Lens" https://arxiv.org/abs/1811.12470☆147Updated 2 years ago
- A curated list of resources dedicated to federated learning.☆104Updated 3 years ago
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆67Updated 4 years ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆232Updated 8 months ago
- Privacy Preserving Vertical Federated Learning☆218Updated last year
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆182Updated 3 years ago
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆83Updated 4 years ago
- Fair Resource Allocation in Federated Learning (ICLR '20)☆247Updated last year
- Simulate a federated setting and run differentially private federated learning.☆370Updated 2 weeks ago
- Federated Learning on XGBoost☆46Updated 5 years ago
- Related material on Federated Learning☆26Updated 4 years ago
- FedMD: Heterogenous Federated Learning via Model Distillation☆152Updated 3 years ago
- This repository implements FEDL using pytorch☆53Updated 4 years ago
- Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)☆62Updated last year
- Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)☆290Updated 8 months ago
- Federated learning with PyTorch (federated averaging and consensus optimization): with 'reduced' bandwidth☆42Updated 10 months ago
- Federated Multi-Task Learning☆129Updated 6 years ago
- This repository contains all the implementation of different papers on Federated Learning☆43Updated 4 years ago
- PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…☆76Updated 3 years ago