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

• Main Authors: Almalawi, Abdulmohsen (Author), Tari, Zahir, 1961- (Author), Fahad, Adil (Author), Yi, Xun (Author)
• Format: Electronic eBook
• Language: English
• Published: Hoboken, NJ, USA : Wiley, 2021.
• Edition: First edition.
• Series: Wiley series on parallel and distributed computing.
• Subjects: Supervisory control systems.; Automatic control > Security measures.; Intrusion detection systems (Computer security); Machine learning.; elektronické knihy; electronic books
• ISBN: 9781119606383; 1119606381; 9781119606352; 1119606357; 9781119606079; 1119606071; 9781119606031
• Physical Description: 1 online resource (xvi, 196 pages) : illustrations (chiefly color)

"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...

Table of Contents:

• 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.