Towards Usable Authentication on Mobile Phones: An Evaluation of Speaker and Face Recognition on Off-the-Shelf Handsets
Date: June 2012
Publication: Proceedings of the Fourth International Workshop on Security and Privacy in Spontaneous Interaction and Mobile Phone Use, IWSSISPMU 2012
Source 1: http://www.medien.ifi.lmu.de/iwssi2012/papers/iwssi-spmu2012-mayrhofer.pdf
Source 2: http://www.mayrhofer.eu.org/downloads/publications/IWSSI2012-Speaker-and-Face-Recognition.pdf
Abstract or Summary:
Authenticating users on mobile devices is particularly challenging because of usability concerns: authentication must be quick and as unobtrusive as possible. Therefore, biometric methods seem well suited for mobile phones. We evaluate both speaker and face recognition methods on off-the-shelf mobile devices concerning their accuracy, suitability for dealing with low-quality recordings, and running with limited resources. Our results show that speaker and face recognition can realistically be used on mobile phones, but that improvements -- e.g. in the form of combining multiple methods -- are still necessary and subject to future work.
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