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Computational Intelligence for Privacy and Security

  • Book
  • © 2012

Overview

Editors:
  1. David A. Elizondo

    1. , The Gateway, De Montfort University, Leicester, United Kingdom

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  2. Agusti Solanas

    1. , Department of Computer Engineering and, Universitat Rovira i Virgili, Tarragona, Spain

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  3. Antoni Martinez-Balleste

    1. , Department of Computer Engineering and, Universitat Rovira i Virgili, Tarragona, Spain

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  • Recent research on Computational Intelligence for Privacy and Security
  • Discusses the application tools of Computational Intelligence for Privacy and Security
  • Written by leading experts in the field

Part of the book series: Studies in Computational Intelligence (SCI, volume 394)

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Table of contents (14 chapters)

  1. Front Matter

    Pages 1-7
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  2. Computational Intelligence for Privacy and Security: Introduction

    • David A. Elizondo, Agusti Solanas, Antoni Martínez-Ballesté
    Pages 1-4

  3. An Introduction to the Use of Neural Networks for Network Intrusion Detection

    • Christian Bitter, John North, David A. Elizondo, Tim Watson
    Pages 5-24

  4. Evolutionary Computation in Computer Security and Forensics: An Overview

    • Sulaiman Al Amro, David A. Elizondo, Agusti Solanas, Antoni Martínez-Ballesté
    Pages 25-34

  5. Application of Fuzzy Logic in Computer Security and Forensics

    • S. Al Amro, F. Chiclana, D. A. Elizondo
    Pages 35-49

  6. A Topological Study of Chaotic Iterations Application to Hash Functions

    • Christophe Guyeux, Jacques M. Bahi
    Pages 51-73

  7. SOM-Based Techniques towards Hierarchical Visualisation of Network Forensics Traffic Data

    • E. J. Palomo, D. Elizondo, E. Domínguez, R. M. Luque, Tim Watson
    Pages 75-95

  8. The Application of Evolutionary Heuristics for Solving Soft Security Issues in MANETs

    • Marcin Seredynski, Pascal Bouvry
    Pages 97-114

  9. Mixing Genetic Algorithms and V-MDAV to Protect Microdata

    • Agusti Solanas, Úrsula González-Nicolás, Antoni Martínez-Ballesté
    Pages 115-133

  10. Breaching Privacy Using Data Mining: Removing Noise from Perturbed Data

    • Michal Sramka
    Pages 135-157

  11. Feature Selection of Hand Biometrical Traits Based on Computational Intelligence Techniques

    • R. M. Luque, D. Elizondo, E. López-Rubio, E. J. Palomo
    Pages 159-180

  12. Building Visual Surveillance Systems with Neural Networks

    • J. García-Rodríguez, A. Angelopoulou, F. J. Mora-Gimeno, A. Psarrou
    Pages 181-198

  13. Advances in Spam Filtering Techniques

    • Tiago A. Almeida, Akebo Yamakami
    Pages 199-214

  14. Computational Intelligent Techniques and Similarity Measures for Malware Classification

    • M. K. Shankarpani, K. Kancherla, R. Movva, S. Mukkamala
    Pages 215-236

  15. Intelligence Techniques in Computer Security and Forensics: At the Boundaries of Ethics and Law

    • Bernd Stahl, Moira Carroll-Mayer, David Elizondo, Kutoma Wakunuma, Yingqin Zheng
    Pages 237-258

  16. Back Matter

    Pages 1-1
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Keywords

About this book

The book is a collection of invited papers on Computational Intelligence for Privacy and Security. The majority of the chapters are extended versions of works presented at the special session on Computational Intelligence for Privacy and Security of the International Joint Conference on Neural Networks (IJCNN-2010) held July 2010 in Barcelona, Spain.

The book is devoted to Computational Intelligence for Privacy and Security. It provides an overview of the most recent advances on the Computational Intelligence techniques being developed for Privacy and Security. The book will be of interest to researchers in industry and academics and to post-graduate students interested in the latest advances and developments in the field of Computational Intelligence for Privacy and Security.

Editors and Affiliations

  • , The Gateway, De Montfort University, Leicester, United Kingdom

    David A. Elizondo

  • , Department of Computer Engineering and, Universitat Rovira i Virgili, Tarragona, Spain

    Agusti Solanas, Antoni Martinez-Balleste

Bibliographic Information

  • Book Title: Computational Intelligence for Privacy and Security

  • Editors: David A. Elizondo, Agusti Solanas, Antoni Martinez-Balleste

  • Series Title: Studies in Computational Intelligence

  • DOI: https://doi.org/10.1007/978-3-642-25237-2

  • Publisher: Springer Berlin, Heidelberg

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer Berlin Heidelberg 2012

  • Hardcover ISBN: 978-3-642-25236-5Published: 13 January 2012

  • Softcover ISBN: 978-3-642-44144-8Published: 23 February 2014

  • eBook ISBN: 978-3-642-25237-2Published: 10 January 2012

  • Series ISSN: 1860-949X

  • Series E-ISSN: 1860-9503

  • Edition Number: 1

  • Number of Pages: VIII, 260

  • Topics: Computational Intelligence, Artificial Intelligence

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