Handbook of Biometric Anti-Spoofing: Presentation Attack Detection and Vulnerability Assessment

The third edition of this authoritative and comprehensive handbook is the definitive work on the current state of the art of Biometric Presentation Attack Detection (PAD). It has been revised to provide greater coverage of PAD methods, including face, fingerprint, iris, voice, vein, and signature recognition. It also includes new material on major PAD competitions, important databases for research, and the impact of recent international legislation. Valuable insights are supplied by a selection of leading experts, with results from reproducible research supported by source code and further information available at an associated website.

Format: Hardback
Length: 595 pages
Publication date: 25 February 2023
Publisher: Springer Verlag, Singapore

The third edition of this authoritative and comprehensive handbook is the definitive work on the current state of the art of Biometric Presentation Attack Detection (PAD) – also known as Biometric Anti-Spoofing. Building on the success of the previous editions, this thoroughly updated third edition has been considerably revised to provide even greater coverage of PAD methods, spanning biometrics systems based on face, fingerprint, iris, voice, vein, and signature recognition. New material is also included on major PAD competitions, important databases for research, and on the impact of recent international legislation. Valuable insights are supplied by a selection of leading experts in the field, complete with results from reproducible research, supported by source code, and further information available at an associated website.

Topics and features:

Reviews the latest developments in PAD for fingerprint biometrics, covering recent technologies like Vision Transformers, and reviews of competition series; examines methods for PAD in iris recognition systems, the use of pupil size measurement or multiple spectra for this purpose; discusses advancements in PAD methods for face recognition-based biometrics, such as recent progress on detection of 3D facial masks and the use of multiple spectra with Deep Neural Networks; presents an analysis of PAD for automatic speaker recognition (ASV), including a study of the generalization to unseen attacks; describes the results yielded by key competitions on fingerprint liveness detection, iris liveness detection, and face anti-spoofing; provides analyses of PAD in finger-vein recognition, in signature biometrics, and in mobile biometrics; includes coverage of international standards in PAD and legal aspects of image manipulations like morphing.

Weight: 1081g
Dimension: 235 x 155 (mm)
ISBN-13: 9789811952876
Edition number: 3rd ed. 2023