An Intrusion Detection Method for Advanced Metering Infrastructure System Based on Federated Learning

An advanced metering infrastructure (AMI) system plays a key role in the smart grid (SG), but it is vulnerable to cyberattacks. Current detection methods for AMI cyberattacks mainly focus on the data center or a distributed independent node. On one hand, it is difficult to train an excellent detecti...

Ausführliche Beschreibung

Bibliografische Detailangaben

Hauptverfasser:	Haolan Liang, Dongqi Liu, Xiangjun Zeng, Chunxiao Ye
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	IEEE 2023-01-01
Schriftenreihe:	Journal of Modern Power Systems and Clean Energy
Schlagworte:	Federated learning (FL) advanced metering infrastructure (AMI) system intrusion detection data concentrator
Online-Zugang:	https://ieeexplore.ieee.org/document/9808312/
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