As the plethora of approaches to biometrics and their deployment continues to grow, so too does the need to combat the techniques used to subvert the aim of such biometric systems.
Presenting the first definitive study of the subject, this Handbook of Biometric Anti-Spoofing reviews the state of the art in covert attacks against biometric systems, and in deriving countermeasures to these attacks. Across a range of common biometrics, including face, iris, fingerprint, speaker and gait, the book describes spoofing methods and examines the vulnerabilities of biometric systems to these attacks. Novel theoretical methods are also introduced to evaluate the various possible countermeasures.
Topics and features: provides a detailed introduction to the field of biometric anti-spoofing and a thorough review of the associated literature; examines spoofing attacks against five biometric modalities, namely, fingerprints, face, iris, speaker and gait; discusses anti-spoofing measures for multi-model biometric systems; reviews evaluation methodologies, international standards, and legal and ethical issues; describes current challenges and suggests directions for future research; presents the latest work from a global selection of experts in the field, including members of the TABULA RASA project.This comprehensive text/reference is truly essential reading for all biometric researchers and practitioners in industry and academia. Graduate students of computer science and electronic engineering will also find the book to be a useful supplementary reference for courses on biometrics.
An Introduction to Fingerprint Presentation Attack Detection
Julian Fierrez, Javier Galbally, Raffaele Cappelli, and Arun Ross
A Study of Hand-Crafted and Naturally-Learned Features for Fingerprint Presentation Attack Detection
Kiran B. Raja, R. Raghavendra, Sushma Venkatesh, Marta Gomez-Barrero, Christian Rathgeb, and Christoph Busch
Optical Coherence Tomography for Fingerprint Presentation Attack Detection
Yaseen Moolla, Luke Darlow, Ameeth Sharma, Ann Singh, and Johan van der Merwe
Interoperability among Capture Devices for Fingerprint Presentation Attacks Detection
P. Tuveri, L. Ghiani, M. Zurutuza, V. Mura, and G.L. Marcialis
Review of Fingerprint Presentation Attack Detection Competitions
David Yambay, Luca Ghiani, Gian Luca Marcialis. Fabio Roli, and Stephanie Schuckers
Introduction to Iris Presentation Attack Detection
Aythami Morales, Julian Fierrez, Javier Galbally, and Marta Gomez-Barrero
Application of Dynamic Features of the Pupil for Iris Presentation Attack Detection
Adam Czajka and Benedict Becker
Review of Iris Presentation Attack Detection Competitions
David Yambay, Adam Czajka, Kevin Bowyer, Mayank Vatsa, Richa Singh, Afzel Noore, and Stephanie Schuckers
Introduction to Face Presentation Attack Detection
Javier Hernandez-Ortega, Julian Fierrez, Aythami Morales, and Javier Galbally
Recent Advances in Face Presentation Attack Detection
Sushil Bhattacharjee and Amir Mohammadi and André Anjos, and Sébastien Marcel
Challenges of Face Presentation Attack Detection in Real Scenarios
Artur Costa-Pazo, Esteban Vazquez-Fernandez, Jos´e Luis Alba-Castro, and Daniel González-Jiménez
Remote Blood Pulse Analysis for Face Presentation Attack Detection
Guillaume Heusch and Sébastien Marcel
Review of Face Presentation Attack Detection Competitions
Jukka Komulainen, Zinelabidine Boulkenafet, and Zahid Akhtar
Introduction to Voice Presentation Attack Detection and Recent Advances
Md Sahidullah, Héctor Delgado, Massimiliano Todisco, Tomi Kinnunen, Nicholas Evans, Junichi Yamagishi, and Kong-Aik Lee
A Cross-Database Study of Voice Presentation Attack Detection
Pavel Korshunov and Sébastien Marcel
Voice Presentation Attack Detection Using Convolutional Neural Networks
Ivan Himawan, Srikanth Madikeri, Petr Motlicek, Milos Cernak, Sridha Sridharan, and Clinton Fookes
An Introduction to Vein Presentation Attacks and Detection
André Anjos, Pedro Tomé and Sébastien Marcel
Presentation Attacks in Signature Biometrics: Types and Introduction to Attack Detection
Ruben Tolosana, Ruben Vera-Rodriguez, Julian Fierrez, and Javier Ortega-Garcia
Evaluation Methodologies for Biometric Presentation Attack Detection
Ivana Chingovska, Amir Mohammadi, André Anjos, and Sébastien Marcel
A Legal Perspective on the Relevance of Biometric Presentation Attack Detection (PAD) for Payment Services Under PSDII and the GDPR
E. J. Kindt
Standards for Biometric Presentation Attack Detection
Dr. Sébastien Marcel is a Senior Researcher and Head of the Biometrics Security and Privacy Group at the Idiap Research Institute, Martigny, Switzerland. He was the Project Coordinator of the EC-funded TABULA RASA (Trusted Biometrics under Spoofing Attacks) and BEAT (Biometrics Evaluation and Testing) projects. He is also the Director of the Swiss Center for Biometrics Research and Testing, a Lecturer at École polytechnique fédérale de Lausanne (EPFL) and Université de Lausanne (UNIL) and Vice-President Conferences of the IEEE Biometrics Council.
Prof. Mark S. Nixon is a Professor of Computer Vision in the School of Electronics and Computer Science at the University of Southampton, UK. He is a co-author of the Springer book Human Identification Based on Gait. He pioneered gait as a biometric, and later joined the pioneers of ear and of soft biometrics. He has worked with many international projects and conferences. He is the current President of the IEEE Biometrics Council, Vice Chair IEEE PSPB, and a member of IAPR TC4 Biometrics.
Prof. Julian Fierrez is an Associate Professor in the School of Engineering (EPS) at the Autonomous University of Madrid (UAM), Spain. He is Vice-Chair of the IAPR Technical Committee on Biometrics (TC4), has participated in large EU projects focused on biometrics since 2003 (most notably BIOSEC, BIOSECURE, TABULA RASA, and BEAT), and has received a number of best paper awards and other prestigious research distinctions, including the IAPR Young Biometrics Investigator Award 2017.
Prof. Nicholas Evans is an Associate Professor at EURECOM, Biot, France where he heads research in Speech and Audio Processing with the Digital Security Department. He led or co-led a number of recent special issues related to anti-spoofing, participated in the EU BIOSECURE, TABULA RASA and OCTAVE projects and is among the co-founders of the ASVspoof initiative and challenge series.