TY - GEN
T1 - Hand stability based features for touch behavior smartphone authentication
AU - Suharsono, Aswin
AU - Liang, Deron
N1 - Publisher Copyright:
© 2020 IEEE.
PY - 2020/8/21
Y1 - 2020/8/21
N2 - Recently, smartphones evolve, not only used for communication, but also used for more substantial necessity in daily life. Smartphone store more sensitive information such as banking account, or private information about its owner. Due to the needs for safer smartphone security systems, continuous touch behavior authentication is gain significant attention among researchers. However, recent development shown that touch behavior can be compromised by robotic attack. In this paper, we proposed new set of features based on hand stability to authenticate smartphone users. Hand stability are difficult for robotic system to impersonate due to its micro-movement. Our method using hand stability as features for behavioral authentication achieved EER 9.64 % which is potential for future development.
AB - Recently, smartphones evolve, not only used for communication, but also used for more substantial necessity in daily life. Smartphone store more sensitive information such as banking account, or private information about its owner. Due to the needs for safer smartphone security systems, continuous touch behavior authentication is gain significant attention among researchers. However, recent development shown that touch behavior can be compromised by robotic attack. In this paper, we proposed new set of features based on hand stability to authenticate smartphone users. Hand stability are difficult for robotic system to impersonate due to its micro-movement. Our method using hand stability as features for behavioral authentication achieved EER 9.64 % which is potential for future development.
KW - Behavioral biometrics authentication
KW - Gait based features
KW - Smartphone security
KW - SVM
UR - https://www.scopus.com/pages/publications/85100572499
U2 - 10.1109/ICKII50300.2020.9318982
DO - 10.1109/ICKII50300.2020.9318982
M3 - Conference contribution
AN - SCOPUS:85100572499
T3 - Proceedings of the 3rd IEEE International Conference on Knowledge Innovation and Invention 2020, ICKII 2020
SP - 167
EP - 170
BT - Proceedings of the 3rd IEEE International Conference on Knowledge Innovation and Invention 2020, ICKII 2020
A2 - Meen, Teen-Hang
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 3rd IEEE International Conference on Knowledge Innovation and Invention, ICKII 2020
Y2 - 21 August 2020 through 23 August 2020
ER -