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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Bibliographic Details
Main Authors Almalawi, Abdulmohsen (Author), Tari, Zahir, 1961- (Author), Fahad, Adil (Author), Yi, Xun (Author)
Format Electronic eBook
LanguageEnglish
Published Hoboken, NJ, USA : Wiley, 2021.
EditionFirst edition.
SeriesWiley 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
Online AccessFull text
ISBN9781119606383
1119606381
9781119606352
1119606357
9781119606079
1119606071
9781119606031
Physical Description1 online resource (xvi, 196 pages) : illustrations (chiefly color)

Cover

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020 |a 9781119606352  |q electronic book 
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020 |a 9781119606079  |q electronic book 
020 |a 1119606071  |q electronic book 
020 |z 9781119606031  |q hardcover 
024 8 |a 16807778 
024 7 |a 10.1002/9781119606383  |2 doi 
035 |a (OCoLC)1178869780 
042 |a pcc 
100 1 |a Almalawi, Abdulmohsen,  |e author. 
245 1 0 |a SCADA security :  |b machine learning concepts for intrusion detection and prevention : SCADA-based IDs security /  |c Abdulmohsen Almalawi, King Abdulaziz University, Zahir Tari, RMIT University, Adil Fahad, Al Baha University, Xun Yi, RMIT University. 
250 |a First edition. 
264 1 |a Hoboken, NJ, USA :  |b Wiley,  |c 2021. 
264 4 |c ©2021 
300 |a 1 online resource (xvi, 196 pages) :  |b illustrations (chiefly color) 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Wiley series on parallel and distributed computing 
505 0 |a 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. 
504 |a Includes bibliographical references and index. 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty 
520 |a "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"--  |c Provided by publisher 
590 |a Knovel  |b Knovel (All titles) 
650 0 |a Supervisory control systems. 
650 0 |a Automatic control  |x Security measures. 
650 0 |a Intrusion detection systems (Computer security) 
650 0 |a Machine learning. 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
700 1 |a Tari, Zahir,  |d 1961-  |e author. 
700 1 |a Fahad, Adil,  |e author. 
700 1 |a Yi, Xun,  |e author. 
776 0 8 |i Print version:  |a Almalawi, Abdulmohsen.  |t SCADA security.  |d Hoboken, NJ, USA : Wiley, 2021  |z 9781119606031  |w (DLC) 2020027876 
830 0 |a Wiley series on parallel and distributed computing. 
856 4 0 |u https://proxy.k.utb.cz/login?url=https://app.knovel.com/hotlink/toc/id:kpSCADASM2/scada-security-machine?kpromoter=marc  |y Full text 

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