SCADA security : machine learning concepts for intrusion detection and prevention : SCADA-based IDs security /

"This book provides insights into issues of SCADA security. Chapter 1 discusses how potential attacks against traditional IT can also be possible against SCADA systems. Chapter 2 gives background information on SCADA systems, their architectures, and main components. In Chapter 3, the authors d...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Almalawi, Abdulmohsen (Autor), Tari, Zahir, 1961- (Autor), Fahad, Adil (Autor), Yi, Xun (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Hoboken, NJ, USA : Wiley, 2021.
Edición:First edition.
Colección:Wiley series on parallel and distributed computing.
Temas:
Supervisory control systems.
Automatic control > Security measures.
Intrusion detection systems (Computer security)
Machine learning.
Commande supervisée.
Commande automatique > Sécurité > Mesures.
Systèmes de détection d'intrusion (Sécurité informatique)
Apprentissage automatique.
Machine learning
Supervisory control systems
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Introduction
  • Background
  • SCADA-Based Security Testbed
  • Efficient k-Nearest Neighbour Approach Based on Various-Widths Clustering
  • SCADA Data-Driven Anomaly Detection
  • A Global Anomaly Threshold to Unsupervised Detection
  • Threshold Password-Authenticated Secret Sharing Protocols
  • Conclusion.

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