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  • © 2014

Computational Intelligence in Digital Forensics: Forensic Investigation and Applications

  • Recent research on Computational Intelligence in Digital Forensics
  • Computational intelligence methods applied to Digital Forensics
  • Written by experts in the field

Part of the book series: Studies in Computational Intelligence (SCI, volume 555)

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Table of contents (19 chapters)

  1. Front Matter

    Pages 1-11
  2. Computational Intelligence in Digital Forensics

    • Satrya Fajri Pratama, Lustiana Pratiwi, Ajith Abraham, Azah Kamilah Muda
    Pages 1-16
  3. Digital Forensics 2.0

    • MohammadReza Keyvanpour, Mohammad Moradi, Faranak Hasanzadeh
    Pages 17-46
  4. Impact of Some Biometric Modalities on Forensic Science

    • Ali Ismail Awad, Aboul Ella Hassanien
    Pages 47-62
  5. Building Multi-modal Crime Profiles with Growing Self Organising Maps

    • Yee Ling Boo, Damminda Alahakoon
    Pages 97-124
  6. Anthropometric Measurement of North-East Indian Faces for Forensic Face Analysis

    • Kankan Saha, Mrinal Kanti Bhowmik, Debotosh Bhattacharjee
    Pages 125-144
  7. Hand Biometrics in Digital Forensics

    • Asish Bera, Debotosh Bhattacharjee, Mita Nasipuri
    Pages 145-163
  8. A Review on Age Identification Techniques for Non-human in Forensic Anthropology

    • Nur A. Sahadun, Mohammed R. A. Kadir, Habibollah Haron
    Pages 165-186
  9. Integrating Computational Methods for Forensic Identification of Drugs by TLC, GC and UV Techniques

    • Francisco José Silva Mata, Dania Porro Muñoz, Diana Porro Muñoz, Noslen Hernández, Isneri Talavera Bustamante, Yoanna Martínez-Díaz et al.
    Pages 187-210
  10. Detecting Counterfeit RFID Tags Using Digital Forensic

    • JingHuey Khor, Widad Ismail, Mohammad Ghulam Rahman
    Pages 211-251
  11. Learning Remote Computer Fingerprinting

    • João P. Souza Medeiros, João B. Borges Neto, Agostinho M. Brito Júnior, Paulo S. Motta Pires
    Pages 253-283
  12. Signature-Based Biometric Authentication

    • Srikanta Pal, Umapada Pal, Michael Blumenstein
    Pages 285-314
  13. Registration of Three Dimensional Human Face Images across Pose and Their Applications in Digital Forensic

    • Parama Bagchi, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu
    Pages 315-331
  14. A New Swarm-Based Framework for Handwritten Authorship Identification in Forensic Document Analysis

    • Satrya Fajri Pratama, Azah Kamilah Muda, Yun-Huoy Choo, Noor Azilah Muda
    Pages 385-411
  15. Data Mining Methods Applied to a Digital Forensics Task for Supervised Machine Learning

    • Antonio J. Tallón-Ballesteros, José C. Riquelme
    Pages 413-428
  16. Speech Quality Enhancement in Digital Forensic Voice Analysis

    • Moses Ekpenyong, Okure Obot
    Pages 429-451
  17. Erratum: Impact of Some Biometric Modalities on Forensic Science

    • Ali Ismail Awad, Aboul Ella Hassanien
    Pages E1-E1

About this book

Computational Intelligence techniques have been widely explored in various domains including forensics. Analysis in forensic encompasses the study of pattern analysis that answer the question of interest in security, medical, legal, genetic studies and etc. However, forensic analysis is usually performed through experiments in lab which is expensive both in cost and time. Therefore, this book seeks to explore the progress and advancement of computational intelligence technique in different focus areas of forensic studies. This aims to build stronger connection between computer scientists and forensic field experts.

This book, Computational Intelligence in Digital Forensics: Forensic Investigation and Applications, is the first volume in the Intelligent Systems Reference Library series. The book presents original research results and innovative applications of computational intelligence in digital forensics. This edited volume contains seventeen chapters and presents the latest state-of-the-art advancement of Computational Intelligence in Digital Forensics; in both theoretical and application papers related to novel discovery in intelligent forensics. The chapters are further organized into three sections: (1) Introduction, (2) Forensic Discovery and Investigation, which discusses the computational intelligence technologies employed in Digital Forensic, and (3) Intelligent Forensic Science Applications, which encompasses the applications of computational intelligence in Digital Forensic, such as human anthropology, human biometrics, human by products, drugs, and electronic devices.

Reviews

From the book reviews:

“This edited book introduces the reader to various aspects of digital forensics and digital investigation techniques. … the book is a useful companion for those interested in learning more about computation forensics … .” (Kim-Kwang Raymond Choo, Computing Reviews, July, 2014)

Editors and Affiliations

  • Department of Software Engineering Faculty of Information and, Technical University of Malaysia Melaka (UTeM), Durian Tunggal, Malaysia

    Azah Kamilah Muda

  • Department of Software Engineering Faculty of Info. and Comm. Tech., Technical University of Malaysia Melaka (UTeM), Durian Tunggal, Malaysia

    Yun-Huoy Choo

  • Scientific Network for Innovation and Research Excellence, Machine Intelligence Research Labs (MIR Labs), Auburn, Washington, USA

    Ajith Abraham

  • Dept. of Computer Sci. and Engineering Center of Excellence for Document, The State University of New York SUNY, Buffalo, USA

    Sargur N. Srihari

Bibliographic Information

  • Book Title: Computational Intelligence in Digital Forensics: Forensic Investigation and Applications

  • Editors: Azah Kamilah Muda, Yun-Huoy Choo, Ajith Abraham, Sargur N. Srihari

  • Series Title: Studies in Computational Intelligence

  • DOI: https://doi.org/10.1007/978-3-319-05885-6

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing Switzerland 2014

  • Hardcover ISBN: 978-3-319-05884-9Published: 11 April 2014

  • Softcover ISBN: 978-3-319-38181-7Published: 03 September 2016

  • eBook ISBN: 978-3-319-05885-6Published: 01 April 2014

  • Series ISSN: 1860-949X

  • Series E-ISSN: 1860-9503

  • Edition Number: 1

  • Number of Pages: XII, 455

  • Number of Illustrations: 158 b/w illustrations, 12 illustrations in colour

  • Topics: Computational Intelligence, Systems and Data Security, Artificial Intelligence

Buy it now

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Hardcover Book USD 109.99
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