Abstract : As modern mobile devices are increasing in their capability and accessibility, they introduce additional demands in terms of security - particularly authentication. With the widely documented poor use of PINs, Active Authentication is designed to overcome the fundamental issue of usable and secure authentication through utilizing biometric-based techniques to continuously verify user identity. This paper proposes a novel text-based multimodal biometric approach utilizing linguistic analysis, keystroke dynamics and behavioral profiling. Experimental investigations show that users can be discriminated via their text-based entry, with an average Equal Error Rate (EER) of 3.3%. Based on these findings, a framework that is able to provide robust, continuous and transparent authentication is proposed. The framework is evaluated to examine the effectiveness of providing security and user convenience. The result showed that the framework is able to provide a 91% reduction in the number of intrusive authentication requests required for high security applications.
Nora Cuppens-Boulahia; Frédéric Cuppens; Sushil Jajodia; Anas Abou El Kalam; Thierry Sans. 29th IFIP International Information Security Conference (SEC), Jun 2014, Marrakech, Morocco. Springer, IFIP Advances in Information and Communication Technology, AICT-428, pp.99-112, 2014, ICT Systems Security and Privacy Protection. 〈10.1007/978-3-642-55415-5_9〉
https://hal.inria.fr/hal-01370358
Contributeur : Hal Ifip
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Soumis le : jeudi 22 septembre 2016 - 14:22:58
Dernière modification le : vendredi 23 septembre 2016 - 17:26:19
Hataichanok Saevanee, Nathan Clarke, Steven Furnell, Valerio Biscione. Text-Based Active Authentication for Mobile Devices. Nora Cuppens-Boulahia; Frédéric Cuppens; Sushil Jajodia; Anas Abou El Kalam; Thierry Sans. 29th IFIP International Information Security Conference (SEC), Jun 2014, Marrakech, Morocco. Springer, IFIP Advances in Information and Communication Technology, AICT-428, pp.99-112, 2014, ICT Systems Security and Privacy Protection. 〈10.1007/978-3-642-55415-5_9〉. 〈hal-01370358〉
