Lightweight Long Short-Term Memory Variational Auto-Encoder for Multivariate Time Series Anomaly Detection in Industrial Control Systems

Heterogeneous cyberattacks against industrial control systems (ICSs) have had a strong impact on the physical world in recent decades. Connecting devices to the internet enables new attack surfaces for attackers. The intrusion of ICSs, such as the manipulation of industrial sensory or actuator data,...

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Detalles Bibliográficos
Autores principales: Fährmann, Daniel, Damer, Naser, Kirchbuchner, Florian, Kuijper, Arjan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9030796/
https://www.ncbi.nlm.nih.gov/pubmed/35458871
http://dx.doi.org/10.3390/s22082886

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9030796/
https://www.ncbi.nlm.nih.gov/pubmed/35458871
http://dx.doi.org/10.3390/s22082886

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