SCADA security : machine learning concepts for intrusion detection and prevention : SCADA-based IDs security
by
 
Almalawi, Abdulmohsen, author.

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

Author
Almalawi, Abdulmohsen, author.

ISBN
9781119606383
 
9781119606352
 
9781119606079

Edition
First edition.

Physical Description
1 online resource (xvi, 196 pages) : illustrations (chiefly color)

Series
Wiley series on parallel and distributed computing
 
Wiley series on parallel and distributed computing.

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.

Abstract
"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 describe SCADAVT, a framework for a SCADA security testbed based on virtualization technology. Chapter 4 introduces an approach called kNNVWC to find the k-nearest neighbours in large and high dimensional data. Chapter 5 describes an approach called SDAD to extract proximity-based detection rules, from unlabelled SCADA data, based on a clustering-based technique. In Chapter 6, the authors explore an approach called GATUD which finds a global and efficient anomaly threshold. The book concludes with a summary of the contributions made by this book to the extant body of research, and suggests possible directions for future research"-- Provided by publisher

Local Note
John Wiley and Sons

Subject Term
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

Added Author
Tari, Zahir, 1961-
 
Fahad, Adil,
 
Yi, Xun,

Electronic Access
https://onlinelibrary.wiley.com/doi/book/10.1002/9781119606383


LibraryMaterial TypeItem BarcodeShelf Number[[missing key: search.ChildField.HOLDING]]Status
Online LibraryE-Book596235-1001TJ222 .A46 2021Wiley E-Kitap Koleksiyonu