Computer Communications and Networks

Guide to Vulnerability Analysis for Computer Networks and Systems

An Artificial Intelligence Approach

Editors: Parkinson, Simon, Crampton, Andrew, Hill, Richard (Eds.)

  • Highlights the strong requirement for expert knowledge, and how a lack of this is preventing businesses from performing their own vulnerability assessments
  • Approaches the challenges of IT vulnerability assessment from both technical and business perspectives, taking into consideration the latest IT trends
  • Helps the reader to improve their understanding of the challenges and issues covered, through case studies suitable for readers of different abilities (e.g., both students and practitioners)
  • Proposes solutions that utilise artificial intelligence to develop rich functionality whilst minimising the need for end-user expert knowledge
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書籍の購入

イーブック ¥6,375
価格の適用国: Japan (日本円価格は個人のお客様のみ有効) (小計)
  • ISBN 978-3-319-92624-7
  • ウォーターマーク付、 DRMフリー
  • ファイル形式: PDF, EPUB
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ハードカバー ¥7,969
価格の適用国: Japan (日本円価格は個人のお客様のみ有効) (小計)
  • 予定日: October 9, 2018
  • ISBN 978-3-319-92623-0
  • 個人のお客様には、世界中どこでも配送料無料でお届けします。
この書籍について

This professional guide and reference examines the challenges of assessing security vulnerabilities in computing infrastructure. Various aspects of vulnerability assessment are covered in detail, including recent advancements in reducing the requirement for expert knowledge through novel applications of artificial intelligence. The work also offers a series of case studies on how to develop and perform vulnerability assessment techniques using start-of-the-art intelligent mechanisms.

Topics and features: provides tutorial activities and thought-provoking questions in each chapter, together with numerous case studies; introduces the fundamentals of vulnerability assessment, and reviews the state of the art of research in this area; discusses vulnerability assessment frameworks, including frameworks for industrial control and cloud systems; examines a range of applications that make use of artificial intelligence to enhance the vulnerability assessment processes; presents visualisation techniques that can be used to assist the vulnerability assessment process.

In addition to serving the needs of security practitioners and researchers, this accessible volume is also ideal for students and instructors seeking a primer on artificial intelligence for vulnerability assessment, or a supplementary text for courses on computer security, networking, and artificial intelligence.

著者について

Dr. Simon Parkinson is a Senior Lecturer in Computer Science in the School of Computing and Engineering, University of Huddersfield, UK.

Prof. Andrew Crampton is a Professor of Computational Mathematics in the School of Computing and Engineering, and the Associate Dean for Teaching and Learning at the University of Huddersfield.

Prof. Richard Hill is a Professor of Intelligent Systems, the Head of the Department of Informatics, and the Director of the Centre for Industrial Analytics at the University of Huddersfield. His other publications include the successful Springer titles Guide to Security Assurance for Cloud ComputingBig-Data Analytics and Cloud ComputingGuide to Cloud Computing, and Cloud Computing for Enterprise Architectures.

Table of contents (16 chapters)

  • Review into State of the Art of Vulnerability Assessment using Artificial Intelligence

    Khan, Saad (et al.)

    Pages 3-32

    Preview Buy Chapter ¥3,412
  • A Survey of Machine Learning Algorithms and Their Application in Information Security

    Stamp, Mark

    Pages 33-55

    Preview Buy Chapter ¥3,412
  • Vulnerability Assessment of Cyber Security for SCADA Systems

    Coffey, Kyle (et al.)

    Pages 59-80

    Preview Buy Chapter ¥3,412
  • A Predictive Model for Risk and Trust Assessment in Cloud Computing: Taxonomy and Analysis for Attack Pattern Detection

    Chrysikos, Alexandros (et al.)

    Pages 81-99

    Preview Buy Chapter ¥3,412
  • AI- and Metrics-Based Vulnerability-Centric Cyber Security Assessment and Countermeasure Selection

    Kotenko, Igor (et al.)

    Pages 101-130

    Preview Buy Chapter ¥3,412

書籍の購入

イーブック ¥6,375
価格の適用国: Japan (日本円価格は個人のお客様のみ有効) (小計)
  • ISBN 978-3-319-92624-7
  • ウォーターマーク付、 DRMフリー
  • ファイル形式: PDF, EPUB
  • どの電子書籍リーダーからでもすぐにお読みいただけます。
  • ご購入後、すぐにダウンロードしていただけます。
ハードカバー ¥7,969
価格の適用国: Japan (日本円価格は個人のお客様のみ有効) (小計)
  • 予定日: October 9, 2018
  • ISBN 978-3-319-92623-0
  • 個人のお客様には、世界中どこでも配送料無料でお届けします。
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書誌情報

Bibliographic Information
Book Title
Guide to Vulnerability Analysis for Computer Networks and Systems
Book Subtitle
An Artificial Intelligence Approach
Editors
  • Simon Parkinson
  • Andrew Crampton
  • Richard Hill
Series Title
Computer Communications and Networks
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG, part of Springer Nature
イーブック ISBN
978-3-319-92624-7
DOI
10.1007/978-3-319-92624-7
ハードカバー ISBN
978-3-319-92623-0
Series ISSN
1617-7975
Edition Number
1
Number of Pages
X, 384
Number of Illustrations and Tables
14 b/w illustrations, 103 illustrations in colour
Topics