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Explainable Autoencoder-Based Anomaly Detection in IEC 61850 GOOSE Networks

The IEC 61850 Generic Object-Oriented Substation Event (GOOSE) protocol plays a critical role in real-time protection and automation of digital substations, yet its lack of native security mechanisms can expose power systems to sophisticated cyberattacks. Traditional rule-based and supervised intrus...

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Principais autores: Dafne Lozano-Paredes, Luis Bote-Curiel, Juan Ramon Feijoo-Martinez, Ismael Gomez-Talal, Jose Luis Rojo-Alvarez
Format: Artigo
Sprog:Inglês
Udgivet: IEEE 2026-01-01
Serier:IEEE Access
Fag:
Anomaly detection
autoencoders
GOOSE protocol
IEC 61850
industrial control systems
intrusion detection systems
Online adgang:https://ieeexplore.ieee.org/document/11510242/
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