FedML-AI / FedIoTLinks
Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection, backed by FedML, Inc.
☆44Updated 2 years ago
Alternatives and similar repositories for FedIoT
Users that are interested in FedIoT are comparing it to the libraries listed below
Sorting:
- Apply Federated Learning and Deep Learning (Deep Auto-encoder) to detect abnormal data for IoT devices.☆34Updated 2 years ago
- This is a platform containing the datasets and federated learning algorithms in IoT environments.☆63Updated 5 months ago
- Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"☆28Updated 2 years ago
- SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things☆109Updated 4 years ago
- Decentralized federated learning of deep neural networks on non-iid data☆45Updated 2 years ago
- This repository implements FEDL using pytorch☆54Updated 4 years ago
- FedPSO: Federated Learning Using Particle Swarm Optimization to Reduce Communication Costs☆19Updated 2 years ago
- Communication-Efficient Federated Learning through Adaptive Weight Clustering and Server-Side Distillation☆17Updated last year
- Investigating Split Learning and Federate Learning☆82Updated 5 years ago
- Asynchronous Federated Learning☆19Updated 3 years ago
- ☆94Updated 3 years ago
- Federated Learning for COVID-19 Detection with Generative Adversarial Networks in Edge Cloud Computing☆17Updated 3 years ago
- [IoTDI 2023/ML4IoT 2023] Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks☆38Updated 2 years ago
- Code for the case study presented in "Making a Case for Federated Learning in the Internet of Vehicles and Intelligent Transportation Sys…☆25Updated 4 years ago
- Supporting code for https://arxiv.org/abs/2010.00753.☆19Updated 3 years ago
- Multiple Edge Servers Assignment for Local Device in Hierarchical Federated Learning☆19Updated 4 years ago
- ☆11Updated 3 years ago
- 关于簇联邦学习的一个小小的改进。自动确定簇个数,提高簇模型精 度,缓解用户孤立的问题☆36Updated 3 years ago
- Source code for 'Dual Attention Based FL for Wireless Traffic Prediction'☆68Updated 3 years ago
- ☆14Updated 4 months ago
- Federated Learning package☆21Updated 3 years ago
- [ACM MobiCom 2022] "PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Che…☆71Updated 2 years ago
- ☆53Updated 3 years ago
- Code Implemntion from the article Multi-Armed Bandit Based Client Schedulingfor Federated Learning☆16Updated 4 years ago
- Four Federated learning datasets for Human Activity Recognition☆53Updated last year
- FL-based intrusion detection system development using model averaging.☆38Updated 2 years ago
- Active Client Selection for Federated Learning☆47Updated 2 years ago
- Repo for MobiSys 2021 paper: "ClusterFL: A Similarity-Aware Federated Learning System for Human Activity Recognition".☆37Updated 2 years ago
- Official code for "Federated Learning under Heterogeneous and Correlated Client Availability" (INFOCOM'23)☆28Updated 2 years ago
- tf implementation of federated learning☆42Updated 6 years ago