Norm-Based Outlier Filtering and Consensus Aggregation for Robust Federated Learning

Federated Learning (FL) enables collaborative training of machine learning models across distributed clients without sharing private data, making it ideal for privacy-sensitive applications. However, FL is highly vulnerable to backdoor attacks, especially those designed to persist undetected over ti...

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Bibliographic Details
Main Authors: Hasung Yeo, Joon-Woo Lee
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11037443/
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