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
:
| Library | Material Type | Item Barcode | Shelf Number | [[missing key: search.ChildField.HOLDING]] | Status |
|---|
| Online Library | E-Book | 596235-1001 | TJ222 .A46 2021 | | Wiley E-Kitap Koleksiyonu |