Biometric Presentation Attack Detection: Towards securing biometric authentication systems

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Amit Chatterjee (Indian Institute of Technology Indore (India))

Biometric Presentation Attack Detection

Towards securing biometric authentication systems

Amit Chatterjee (Indian Institute of Technology Indore (India))

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English

Institute of Physics Publishing
21 December 2023

Computer security; Human-computer interaction

Series: IOP ebooks

Biometrics use an individual’s unique biological identifiers to verify his or her identity. The present technological evolution has allowed the use of biometrics in many diverse environments, and we are therefore at higher risk of spoofing attacks from fraudsters and hackers. This book discusses anti-spoofing techniques in detail. For each anti-spoofing technology, different experimental configurations, processing strategies, scope for generalization, advantages and limitations are detailed. The book also considers applicability of artificial intelligence techniques for automated biometric spoof detection, and future scope of research in this direction. MATLAB and PYTHON codes for few anti-spoofing schemes are also provided to further the reader’s understanding.

Key Features:

Consolidated approach includes most prevalent spoofing and anti-spoofing strategies. Includes both hardware and software-based approaches to anti-spoofing technologies Features Artificial Intelligence methods Reviews patents Accompanied by MATLAB and PYTHON codes

By: Amit Chatterjee (Indian Institute of Technology Indore (India))
Imprint: Institute of Physics Publishing
Country of Publication: United Kingdom
Dimensions: Height: 254mm, Width: 178mm,
ISBN: 9780750352000
ISBN 10: 0750352000
Series: IOP ebooks
Pages: 228
Publication Date: 21 December 2023
Audience: Professional and scholarly , Undergraduate
Format: Hardback
Publisher's Status: Active

Preface Acknowledgements Author biography List of acronyms 1 Biometrics 2 Presentation attack detection in biometrics 3 Fringe projection–based secure biometrics 4 Biometric presentation attack detection using speckle metrology 5 Presentation attack detection using fringe projection and biospeckle analysis 6 Presentation attack detection using optical coherence tomography 7 Thermography-based presentation attack detection 8 Miscellaneous 9 Patents: basics and selected descriptions 10 Preliminary experiments and research ideas

Amit Chatterjee has several years of research experience of working on developing various anti-spoof biometric sensors using optical techniques and has published around 40 Journal and international conference papers and has filed 7 patents.