SCADA security machine learning concepts for intrusion detection and prevention / Abdulmohsen Almalawi, King Abdulaziz University, Zahir Tari, RMIT University, Adil Fahad, Al Baha University, Xun Yi, Royal Melbourne Institute of Technology.
| Author/creator | Almalawi, Abdulmohsen |
| Other author | Tari, Zahir, 1961- |
| Other author | Fahad, Adil. |
| Other author | Yi, Xun. |
| Format | Electronic |
| Publication Info | Hoboken, NJ, USA : Wiley, 2021. |
| Description | 1 online resource |
| Supplemental Content | Full text available from eBooks on EBSCOhost |
| Supplemental Content | Full text available from Ebook Central - Academic Complete |
| Supplemental Content | Full text available from IEEE Xplore Wiley Data and Cybersecurity eBooks Library |
| Subjects |
| Series | Wiley series on parallel and distributed computing |
| 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. |
| Bibliography note | Includes bibliographical references and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Source of description | Description based on print version record and CIP data provided by publisher; resource not viewed. |
| Issued in other form | Print version: Almalawi, Abdulmohsen. SCADA security Hoboken, NJ, USA : Wiley, 2021. 9781119606031 |
| Genre/form | Electronic books. |
| LCCN | 2020027877 |
| ISBN | 9781119606352 (epub) |
| ISBN | 9781119606079 (adobe pdf) |
| ISBN | (cloth) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | ✔ Available |