Reputation-Aware Multi-Agent DRL for Secure Hierarchical Federated Learning in IoT

Reputation-Aware Multi-Agent DRL for Secure Hierarchical Federated Learning in IoT

<p dir="ltr">Aiming at protecting device data privacy, Federated Learning (FL) is a framework of distributed machine learning in which devices’ local model parameters are exchanged with a centralized server without revealing the actual data. Hierarchical Federated Learning (HFL) fram...

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Bibliographic Details
Main Author: Noora Mohammed Al-Maslamani (17541798) (author)
Other Authors: Mohamed Abdallah (3073191) (author), Bekir Sait Ciftler (17541801) (author)
Published: 2023
Subjects:
Information and computing sciences
Distributed computing and systems software
Machine learning
Servers
Image edge detection
Training
Optimization
Internet of Things
Data models
Reinforcement learning
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