Active User Authentication on Mobile Devices
Speaker: Vishal Patel, Rutgers University
Most mobile devices use passwords, pin numbers, or secret patterns for authenticating users. However, as long as the device remains active after an initial authentication, there is usually no mechanism by which to verify that the originally-authenticated user is still the one in control of the device. As a result, unauthorized individuals may be able to use a compromised device to improperly gain access to personal information. A solution to this problem is active authentication: an authentication scheme that continuously monitors the user's identity even after initial access has been granted.
In this talk, I will first describe new methods for continuous identity verification based on behavioral and physical aspects of a user's interaction with a device. I will then highlight some issues and solutions pertaining to the use of continuous authentication in practice. In particular, I will discuss attribute-based methods we have developed for face-based active authentication. I will also present a general method for quickly detecting intrusions with lower false detection rates in mobile active authentication systems.
Vishal Patel received the Ph.D. degree in Electrical Engineering from the University of Maryland, College Park, USA, in 2010. He is currently an A. Walter Tyson Assistant Professor in the Department of Electrical and Computer Engineering (ECE) at Rutgers University. His current research interests include signal processing, computer vision, and pattern recognition with applications in biometrics and imaging. He is a recipient of the 2016 ONR Young Investigator Award, the Jimmy H. C. Lin Invention Award, A. Walter Tyson Assistant Professorship Award, the 2016 Invention of the Year Award at UMD and several best paper and best poster awards in international conferences. He is also an Associate Editor of the IEEE Biometrics Compendium and currently serving as a member of the Information Forensics and Security Technical Committee of the IEEE Signal Processing Society. He served as the Program Co-Chair of IEEE ISBA 2017 and is serving as the Program Co-Chair of IJCB 2017.