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Implicit authentication through learning user behavior

 

Users are increasingly dependent on mobile devices. However, current authentication methods like password entry are significantly more frustrating and difficult to perform on these devices, leading users to create and reuse shorter passwords and pins, or no authentication at all. We present implicit authentication - authenticating users based on behavior patterns. We describe our model for performing implicit authentication and assess our techniques using more than two weeks of collected data from over 50 subjects.

 
 
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citation

Shi, E.; Niu, Y.; Jakobsson, M.; Chow, R. Implicit authentication through learning user behavior. 13th International Conference on Information Security (ISC 2010); 2010 October 25-28; Boca Raton, FL. Berlin: Springer; 2010; LNCS 6531: 99-113.

copyright

Copyright © Springer Verlag, 2010. All rights reserved. The original publication is available at www.springerlink.com.