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ISW
2010
Springer

Implicit Authentication through Learning User Behavior

13 years 1 months ago
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. Keywords security, usability, implicit authentication, behavior modelling
Elaine Shi, Yuan Niu, Markus Jakobsson, Richard Ch
Added 13 Feb 2011
Updated 13 Feb 2011
Type Journal
Year 2010
Where ISW
Authors Elaine Shi, Yuan Niu, Markus Jakobsson, Richard Chow
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