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DPDGAD: A Dual-Process Dynamic Graph-based Anomaly Detection for multivariate time series analysis in cyber-physical systems

Junxuan Liao, Jing Li, Yu Chen, Rongbin Gu, Ying Zhu, Weizhou Peng

2024Advanced Engineering Informatics14 citationsDOI

Topics & Concepts

Multivariate statisticsAnomaly detectionInterpretabilityComputer scienceData miningTime seriesSeries (stratigraphy)UnivariateAnomaly (physics)Artificial intelligenceMachine learningPhysicsCondensed matter physicsPaleontologyBiologyAnomaly Detection Techniques and ApplicationsTime Series Analysis and ForecastingNetwork Security and Intrusion Detection
DPDGAD: A Dual-Process Dynamic Graph-based Anomaly Detection for multivariate time series analysis in cyber-physical systems | Litcius