Federated intelligence for smart grids: a comprehensive review of security and privacy strategies

Abstract The increasing complexity and interconnectivity of smart grid (SG) systems have exposed them to a wide array of cybersecurity threats. This review paper critically surveys recent advancements in federated learning (FL) as a privacy-preserving machine learning technique for addressing these...

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Bibliographic Details
Main Authors: Raseel Z. Alshamasi, Dina M. Ibrahim
Format: Article
Language:English
Published: SpringerOpen 2025-07-01
Series:Journal of Electrical Systems and Information Technology
Subjects:
Online Access:https://doi.org/10.1186/s43067-025-00235-8
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