Optimized Two-Stage Anomaly Detection and Recovery in Smart Grid Data Using Enhanced DeBERTa-v3 Verification System

Optimized Two-Stage Anomaly Detection and Recovery in Smart Grid Data Using Enhanced DeBERTa-v3 Verification System

The increasing sophistication of cyberattacks on smart grid infrastructure demands advanced anomaly detection and recovery systems that balance high recall rates with acceptable precision while providing reliable data restoration capabilities. This study presents an optimized two-stage anomaly detec...

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Bibliographic Details
Main Authors: Xiao Liao, Wei Cui, Min Zhang, Aiwu Zhang, Pan Hu
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Sensors
Subjects:
two-stage anomaly detection
smart grid security
DeBERTa-v3
transformer architecture
ensemble verification
time series analysis
Online Access:https://www.mdpi.com/1424-8220/25/13/4208
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