Anomaly detection of smart grid stealing network attacks based on deep autoencoder

Existing anomaly detectors in AMIs suffer from shallow architectures, which impede their ability to capture temporal correlations and complex patterns in electricity consumption data, thus impact detection performance adversely. A deep (stacked) autoencoder structure based on Long Short-Term Memory...

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Manylion Llyfryddiaeth

Prif Awduron:	Huang Yan, Li Jincan, Yang Xiaqin, Li Pei, Li Zi
Fformat:	Artigo
Iaith:	Chinês
Cyhoeddwyd:	National Computer System Engineering Research Institute of China 2024-02-01
Cyfres:	Dianzi Jishu Yingyong
Pynciau:	autoencoder deep machine learning power stealing hyperparameter optimization sequence-to-sequence
Mynediad Ar-lein:	http://www.chinaaet.com/article/3000163482
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!