Face Presentation Attack Detection

Abstract:  

Face recognition technology has been successfully deployed in many practical applications, ranging from law enforcement to e-payment on mobile phone. While face recognition for person authentication offers a great convenience, have you ever thought the security issue of face recognition systems? What happens if your e-payment mobile application is spoofed by an attacker? In this talk, I will introduce different types of (physical) face presentation attacks and briefly review the existing methods. After that, I will share our recent works on 3D mask presentation attack detection (PAD), generalized face PAD and federated learning based PAD.

Short bio:

Pong C Yuen received his B.Sc. degree in Electronic Engineering with first class honours in 1989 from City Polytechnic of Hong Kong, and his Ph.D. degree in Electrical and Electronic Engineering in 1993 from The University of Hong Kong. He joined the Hong Kong Baptist University in 1993, and served as the Head of Department of Computer Science from 2011 – 2017. Currently he is a Professor at the Department of Computer Science and Associate Dean of Science Faculty, Hong Kong Baptist University.

Dr. Yuen was a recipient of the University Fellowship to visit The University of Sydney in 1996. In 1998, Dr. Yuen spent a 6-month sabbatical leave in The University of Maryland Institute for Advanced Computer Studies (UMIACS), University of Maryland at College Park. From June 2005 to January 2006, he was a visiting professor in GRAVIR laboratory (GRAphics, VIsion and Robotics) of INRIA Rhone Alpes, France. From July 2017 to January 2018, he was a visiting faculty at the ETH, Zurich. Dr. Yuen was the director of Croucher Advanced Study Institute (ASI) on biometric authentication in 2004 and the director of Croucher ASI on Biometric Security and Privacy in 2007. He has been serving the Director of IAPR/IEEE Winter School on Biometrics since 2017.

Dr. Yuen has been actively involved in many international conferences and professional community. He was the track co-chair of the International Conference on Pattern Recognition (ICPR) 2006, the program co-chair of the IEEE Fifth International Conference on Biometrics: Theory, Applications and Systems (BTAS) 2012, the IEEE International Conference on Identity, Security and Behaviour Analysis (ISBA) 2016, the International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI) 2018, program co-chair of the International Workshop on Information, Forensics and Security (WIFS) 2018. He served as Associate Editor of IEEE Transactions on Information Forensics and Security from 2014 - 2018, and received the Outstanding Editorial Board Service Award in 2018. Currently, Dr. Yuen is the Vice President (Technical Activities) of the IEEE Biometrics Council, Editorial Board Member of Pattern Recognition, and Senior Editor of SPIE Journal of Electronic Imaging. He received the first-prize and second-prize Natural Science Awards from the Guangdong Province and the Ministry of Education, China, respectively. He is a Fellow of IAPR.

Join us on Campus (Maximum room occupancy 24 people) or virtual via Zoom:  https://surrey-ac.zoom.us/j/94303875465