Adaptive Trust Management for Data Poisoning Attacks in MEC-Based FL Infrastructures

Federated Learning (FL) has emerged as a powerful paradigm, allowing multiple decentralized clients to collaboratively train a machine learning model without sharing their raw data. When combined with Multi-access Edge Computing (MEC), it enhances the utilization of computation and storage resources...

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Bibliographic Details
Main Authors: Basma Hathout, Paul Shepherd, Tasos Dagiuklas, Khaled Nagaty, Abeer Hamdy, Jonathan Rodriguez
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Open Journal of the Communications Society
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10816653/
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