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  • © 2021

Artificial Intelligence for Cyber Security: Methods, Issues and Possible Horizons or Opportunities

  • Presents recent research on Artificial Intelligence for Cyber Security
  • Conducts analyses, implementation, and discussion of many tools of Artificial Intelligence, Machine Learning, Deep Learning, and Cyber Security for detecting malware, fraud, or intrusion
  • Written by experts in the field

Part of the book series: Studies in Computational Intelligence (SCI, volume 972)

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Softcover Book USD 279.99
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Hardcover Book USD 279.99
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Table of contents (18 chapters)

  1. Front Matter

    Pages i-x
  2. Biometric Fingerprint Generation Using Generative Adversarial Networks

    • Ogban-Asuquo Ugot, Chika Yinka-Banjo, Sanjay Misra
    Pages 51-83
  3. Biometric E-Voting System for Cybersecurity

    • Chijioke Aniche, Chika Yinka-Banjo, Precious Ohalete, Sanjay Misra
    Pages 105-137
  4. Wrapper Based Approach for Network Intrusion Detection Model with Combination of Dual Filtering Technique of Resample and SMOTE

    • Olalekan J. Awujoola, Francisca N. Ogwueleka, Martins E. Irhebhude, Sanjay Misra
    Pages 139-167
  5. Security and Information Assurance for IoT-Based Big Data

    • Moses Kazeem Abiodun, Joseph Bamidele Awotunde, Roseline Oluwaseun Ogundokun, Emmanuel Abidemi Adeniyi, Micheal Olaolu Arowolo
    Pages 189-211
  6. Privacy Preservation Approaches for Social Network Data Publishing

    • Kamalkumar Macwan, Sankita Patel
    Pages 213-233
  7. An Obfuscation Technique for Malware Detection and Protection in Sandboxing

    • V. Sathya, Kirankumar Manivannan, V. Vani, Sridhar Chandrasekaran
    Pages 235-261
  8. Secure Data Sharing with Interplanetary File System for Pharmaceutical Data

    • Nesarani Abraham, Ramalakshmi Ramar
    Pages 263-289
  9. Blockchain-Enabled Verification System

    • John Rachwan, Piotr Chodyko
    Pages 291-317
  10. Threat Artificial Intelligence and Cyber Security in Health Care Institutions

    • Ana Fernandes, Margarida Figueiredo, Filomena Carvalho, José Neves, Henrique Vicente
    Pages 319-342
  11. Description of a Network Attack Ontology Presented Formally

    • Renier van Heerden, Louise Leenen, Barry Irwin
    Pages 343-368
  12. A Long Short Term Memory Model for Credit Card Fraud Detection

    • Otasowie Owolafe, Oluwaseun Bosede Ogunrinde, Aderonke Favour-Bethy Thompson
    Pages 369-391
  13. Application of Machine Learning for Ransomware Detection in IoT Devices

    • Roseline Oluwaseun Ogundokun, Joseph Bamidele Awotunde, Sanjay Misra, Oluwakemi Christiana Abikoye, Oluwafemi Folarin
    Pages 393-420
  14. Machine Learning Algorithm for Cryptocurrencies Price Prediction

    • Joseph Bamidele Awotunde, Roseline Oluwaseun Ogundokun, Rasheed Gbenga Jimoh, Sanjay Misra, Taye Oladele Aro
    Pages 421-447
  15. Metaheuristic Techniques in Attack and Defense Strategies for Cybersecurity: A Systematic Review

    • Agustín Salas-Fernández, Broderick Crawford, Ricardo Soto, Sanjay Misra
    Pages 449-467

About this book

This book provides stepwise discussion, exhaustive literature review, detailed analysis and discussion, rigorous experimentation results (using several analytics tools), and an application-oriented approach that can be demonstrated with respect to data analytics using artificial intelligence to make systems stronger (i.e., impossible to breach). We can see many serious cyber breaches on Government databases or public profiles at online social networking in the recent decade. Today artificial intelligence or machine learning is redefining every aspect of cyber security. From improving organizations’ ability to anticipate and thwart breaches, protecting the proliferating number of threat surfaces with Zero Trust Security frameworks to making passwords obsolete, AI and machine learning are essential to securing the perimeters of any business. The book is useful for researchers, academics, industry players, data engineers, data scientists, governmental organizations, and non-governmental organizations.

Editors and Affiliations

  • Center of ICT/ICE, Covenant University, Ota, Nigeria

    Sanjay Misra

  • Vellore Institute of Technology, Chennai, India

    Amit Kumar Tyagi

Bibliographic Information

  • Book Title: Artificial Intelligence for Cyber Security: Methods, Issues and Possible Horizons or Opportunities

  • Editors: Sanjay Misra, Amit Kumar Tyagi

  • Series Title: Studies in Computational Intelligence

  • DOI: https://doi.org/10.1007/978-3-030-72236-4

  • Publisher: Springer Cham

  • eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2021

  • Hardcover ISBN: 978-3-030-72235-7Published: 01 June 2021

  • Softcover ISBN: 978-3-030-72238-8Published: 02 June 2022

  • eBook ISBN: 978-3-030-72236-4Published: 31 May 2021

  • Series ISSN: 1860-949X

  • Series E-ISSN: 1860-9503

  • Edition Number: 1

  • Number of Pages: X, 467

  • Number of Illustrations: 86 b/w illustrations, 108 illustrations in colour

  • Topics: Computational Intelligence, Data Engineering, Artificial Intelligence

Buy it now

Buying options

eBook USD 219.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 279.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 279.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access