goldenBill / Byzantine_AirComp
Code for our paper "Byzantine-Resilient Federated Machine Learning via Over-the-Air Computation" (https://arxiv.org/abs/2105.10883).
☆24Updated 3 years ago
Alternatives and similar repositories for Byzantine_AirComp:
Users that are interested in Byzantine_AirComp are comparing it to the libraries listed below
- FEDL-Federated Learning algorithm using TensorFlow (Transaction on Networking 2021)☆57Updated 4 years ago
- ☆31Updated 2 years ago
- Implementation of paper "Client-Edge-Cloud Hierarchical Federated Learning☆119Updated 4 years ago
- Federated learning client selection☆19Updated 2 years ago
- Client Selection for Federated Learning with Heterogeneous Resources in Mobile Edge☆38Updated 2 years ago
- This repository implements FEDL using pytorch☆52Updated 4 years ago
- Active Client Selection for Federated Learning☆44Updated last year
- This is a implemention of FedAvg in paper Communication-Efficient Learning of Deep Networks from Decentralized Data.☆25Updated 3 years ago
- ☆65Updated 3 years ago
- We will implement this framework.☆30Updated 2 years ago
- Federated Learning over Wireless Networks☆45Updated 3 years ago
- Source code for the paper "Asynchronous Federated Optimization"☆25Updated 2 years ago
- The code for the paper "Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation"☆29Updated 3 years ago
- 完全去中心化联邦学习☆25Updated last year
- Asynchronous Federated Learning☆44Updated last year
- ☆16Updated 4 years ago
- D-DQN Reinforcement Learning for device selection in Federated Learning☆41Updated last year
- ☆17Updated 2 years ago
- FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution☆40Updated 2 years ago
- CS525 Group research Paper. A central server uses network topology/clustering algorithm to assign clusters for workers. A special aggrega…☆18Updated 3 years ago
- A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017☆80Updated 7 months ago
- Source code for paper "Federated Edge Learning with Misaligned Over-The-Air Computation"☆25Updated 2 years ago
- [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"☆76Updated 2 years ago
- ☆11Updated 4 years ago
- An implementation of FedPAQ using different experimental parameters. We will be looking at different variations of how, r(number of clien…☆22Updated 3 years ago
- simulation of the asynchronous federated learning system of paper "Asynchronous Federated Optimization"☆21Updated 3 years ago
- Code for 'Multi-Task Federated Learning for Personalised Deep Neural Networks in Edge Computing', published in IEEE TPDS.☆92Updated 2 years ago
- Decentralized federated learning of deep neural networks on non-iid data☆42Updated 2 years ago
- Codes for the paper FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning☆46Updated 2 years ago
- 一个轻量型联邦学习框架,支持支持本地仿真和实际部,支持通信参量、模型、数据的自由更改,支持通信及模型各种指标的观察 开发人员:Jiaxiang Geng/Songning Gao☆24Updated 7 months ago