VFA: A Variable-Factor Authentication Framework for Mobile Users

Abstract

Multi-factor authentication (MFA) has been widely used in various scenarios. By combining multiple forms of authentication, MFA effectively provides security assurance. Due to the rapid developments of mobile devices, especially smart phones, more and more sensitive information is now stored or accessible on smart phones. How to protect smart phones' security is now more important than ever. Unfortunately, because of the special features of smart phones such as computational limitations and input constraints, existing MFA schemes could not be directly used on smart phones. In this paper, we propose a new concept of Variable-Factor Authentication (VFA) for smart phones. VFA dynamically adjusts the number of authentication factors based on whether a user is suspicious or not. We implement a prototype to exam the performance. The experiment results show that, compared to MFA, VFA provides significant convenience to legitimate users whereas maintain the security protection to suspicious users. Index Terms—Multi-factor authentication, variable authentication factors, local outlier probabilities