User Interaction in Mobile Biometrics

Current trends in smartphone authentication have brought new kinds of user interactions which may affect biometric recognition performance severely. This paper brings a snapshot of the current state of the art and validates the recent ISO/IEC 21472 user-biometric system interaction evaluation methodology. Our goal in this work is to evaluate the accessibility of an entrance control system by means of biometric recognition. By studying how the users interact with a system (especially developed for people with accessibility concerns), the final purpose is to derive improvements to future mobile applications in terms of accessibility and universality.

[1]  Norman Sadeh,et al.  Smartphone Fingerprint Authentication versus PINs: A Usability Study (CMU-CyLab-14-012) , 2014 .

[2]  Raul Sánchez-Reillo,et al.  Accessibility evaluation of a mobile biometric recognition system , 2016, 2016 IEEE International Conference on Identity, Security and Behavior Analysis (ISBA).

[3]  Raul Sanchez-Reillo,et al.  Usability analysis of a handwritten signature recognition system applied to mobile scenarios , 2013, 2013 47th International Carnahan Conference on Security Technology (ICCST).

[4]  Guest Richard,et al.  Interaction evaluation of a mobile voice authentication system , 2016 .

[5]  Richard M. Guest,et al.  Voice and face interaction evaluation of a mobile authentication platform , 2017, 2017 International Carnahan Conference on Security Technology (ICCST).

[6]  Judith Liu-Jimenez,et al.  How to assess user interaction effects in Biometric performance , 2017, 2017 IEEE International Conference on Identity, Security and Behavior Analysis (ISBA).

[7]  Ramón Blanco-Gonzalo,et al.  Usability evaluation of biometrics in mobile environments , 2013, 2013 6th International Conference on Human System Interactions (HSI).

[8]  Blase Ur,et al.  Biometric authentication on iPhone and Android: Usability, perceptions, and influences on adoption , 2015 .

[9]  Raul Sánchez-Reillo,et al.  Automatic usability and stress analysis in mobile biometrics , 2014, Image Vis. Comput..

[10]  Heinrich Hußmann,et al.  Easy to Draw, but Hard to Trace?: On the Observability of Grid-based (Un)lock Patterns , 2015, CHI.

[11]  Stephen J. Elliott,et al.  The Human–Biometric-Sensor Interaction Evaluation Method: Biometric Performance and Usability Measurements , 2010, IEEE Transactions on Instrumentation and Measurement.

[12]  Vincenzo Conti,et al.  Usability Analysis of a Novel Biometric Authentication Approach for Android-Based Mobile Devices , 2014, Journal of Telecommunications and Information Technology.

[13]  Raul Sanchez-Reillo,et al.  Universal access through biometrics in mobile scenarios , 2013, 2013 47th International Carnahan Conference on Security Technology (ICCST).