TY - GEN
T1 - Music and images as contexts in a context-aware touch-based authentication system
AU - Primo, Abena
AU - Phoha, Vir V.
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2015/12/16
Y1 - 2015/12/16
N2 - Touch-based authentication is now a promising method for ensuring secure access on mobile devices with some researchers reporting very low EERs for authentication. However, these works have not shown experimentally the impact of contexts beyond phone orientation on touch-based authentication. In this work, we present experimental results on how touch-based authentication is impacted by users who are listening to music while swiping, users who are not listening to music while swiping, users who are swiping over images and users who are not swiping over images. We experiment with a data-set which we collected for this purpose from 34 subjects. Moreover, we provide design considerations towards a touch-based context-aware system and show how a module which considers the presence of music (which we found to have statistical significance) can be incorporated.
AB - Touch-based authentication is now a promising method for ensuring secure access on mobile devices with some researchers reporting very low EERs for authentication. However, these works have not shown experimentally the impact of contexts beyond phone orientation on touch-based authentication. In this work, we present experimental results on how touch-based authentication is impacted by users who are listening to music while swiping, users who are not listening to music while swiping, users who are swiping over images and users who are not swiping over images. We experiment with a data-set which we collected for this purpose from 34 subjects. Moreover, we provide design considerations towards a touch-based context-aware system and show how a module which considers the presence of music (which we found to have statistical significance) can be incorporated.
UR - http://www.scopus.com/inward/record.url?scp=84962783022&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84962783022&partnerID=8YFLogxK
U2 - 10.1109/BTAS.2015.7358779
DO - 10.1109/BTAS.2015.7358779
M3 - Conference contribution
AN - SCOPUS:84962783022
T3 - 2015 IEEE 7th International Conference on Biometrics Theory, Applications and Systems, BTAS 2015
BT - 2015 IEEE 7th International Conference on Biometrics Theory, Applications and Systems, BTAS 2015
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 7th IEEE International Conference on Biometrics Theory, Applications and Systems, BTAS 2015
Y2 - 8 September 2015 through 11 September 2015
ER -