Biometric Presentation Attack Detection : Towards Securing Biometric Authentication Systems / Amit Chatterjee.

Format:

Book

Author/Creator:

Chatterjee, Amit, author.

Series:

IOP Ebooks Series

Language:

English

Subjects (All):

Biometric identification.

Intrusion detection systems (Computer security).

Physical Description:

1 online resource (229 pages)

Edition:

First edition.

Place of Publication:

Bristol, England : IOP Publishing, [2023]

Summary:

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.

Contents:

Intro

Acknowledgements

Author biography

Amit Chatterjee

List of acronyms

Chapter Biometrics

1.1 Introduction

1.2 Types of biometrics

1.2.1 Physiological identifiers

1.2.2 Behavioral identifiers

1.3 Applications

1.3.1 Generic applications

1.3.2 Specific applications

1.4 Biometrics authentication architecture

1.5 ISO standards

1.6 Databases

References

Chapter Presentation attack detection in biometrics

2.1 Introduction

2.2 Historical survey

2.3 Types of presentation attacks

2.4 Preparation of spoofed specimen

2.4.1 2D fake

2.4.2 3D fake

2.5 Existing PA detection technologies

2.6 International Organization for Standardization (ISO)/International Electrotechnical Commission (IEC) standards

2.7 Databases

Chapter Fringe projection-based secure biometrics

3.1 Introduction

3.2 Theory

3.2.1 Basic configuration

3.2.2 Calibration

3.3 Processing strategy

3.3.1 Phase shifting

3.3.2 Fourier transform

3.3.3 Unwrapping

3.4 Experiments and results

3.4.1 Fingerprint

3.4.2 Palmprint

3.4.3 Face

3.4.4 Photo and video attack

3.4.5 Ear: a simulation experiment

3.5 Discussion

Chapter Biometric presentation attack detection using speckle metrology

4.1 Introduction

4.2 Theory

4.2.1 Speckle

4.2.2 Biospeckle

4.2.3 Quality parameters

4.3 Processing strategy

4.3.1 Numerical indexing

4.3.2 Visual analysis

4.3.3 Automated region of interest (ROI) selection

4.4 Experimental and results

4.4.1 Generalized configuration

4.4.2 Fingerprint

4.4.3 Retina

4.4.4 Palmprint and face

4.5 Discussion

Chapter Presentation attack detection using fringe projection and biospeckle analysis

5.1 Introduction

5.2 Processing strategies

5.2.1 Fringe projection.

5.2.2 Biospeckle analysis

5.3 Experimental descriptions and results

5.3.1 Fingerprint anti-spoofing

5.3.2 Palmprint anti-spoofing

5.3.3 Ear anti-spoofing

5.4 Discussion

Chapter Presentation attack detection using optical coherence tomography

6.1 Introduction

6.2 Theory

6.2.1 Skin physiology

6.2.2 OCT imaging

6.3 Experimental descriptions and results

6.3.1 TD-OCT-based PA detection

6.3.2 FD-OCT-based PA detection

6.3.3 FF-OCT-based PA detection

6.4 Discussion

6.4.1 Balancing sensitivity and imaging speed

Chapter Thermography-based presentation attack detection

7.1 Introduction

7.2 Theory

7.3 Experiments and results

7.3.1 Thermal-only approach

7.3.2 Multispectral approach

7.4 Discussion

Chapter Miscellaneous

8.1 Introduction

8.2 Topography-based techniques

8.2.1 Color texture analysis

8.2.2 Motion detection

8.2.3 Laser triangulation

8.2.4 Stereo vision

8.3 Internal property-based techniques

8.3.1 Pulse oximetry

8.3.2 Ultrasound sensor

8.3.3 Impedance-based technique

8.4 Hybrid techniques

8.4.1 Fringe projection thermography

8.4.2 Multimodal biometrics

Chapter Patents: basics and selected descriptions

9.1 Introduction

9.2 Patent process flow

9.3 Criteria for patent grant

9.4 Selected patents for biometric presentation attack detection

9.5 Patentability-an example

Chapter Preliminary experiments and research ideas

10.1 Introduction

10.2 Fringe projection

10.3 Speckle metrology

10.4 Speckle projection

10.5 Multiwavelength analysis

10.6 Extreme attacks

References.

Notes:

Description based on publisher supplied metadata and other sources.

Description based on print version record.

Includes bibliographical references.

ISBN:

9780750352048

0750352043