Title :
From Mini House Game to Hobby-Driven Behavioral Biometrics-Based Password
Author :
Weiyu Jiang ; Ji Xiang ; Limin Liu ; Daren Zha ; Lei Wang
Author_Institution :
State Key Lab. of Inf. Security, Inst. of Inf. Eng., Beijing, China
Abstract :
It is believed that one of the major problems botheringpeople is that the password is prone to be forgotten whensigning in services on the Internet. Although both recognitionbasedgraphical password schemes and behavioral biometricsbasedpassword schemes have been widely known in the field ofinformation security because of their relatively high security leveland being easy to memorize, the remaining security problems ongraphical password schemes and accuracy issues upon behavioralbiometrics-based password schemes are still great bottlenecks, which prevents them from being populated. In this paper acomprehensive study on habitual behaviors driven by hobbies willbe presented firstly. Then a novel authentication system, whichreaches a reasonable high security standard and accuracy level bycombining the hobby-driven behavioral biometric technique andrecognition-based graphical password techniques, is introduced. The key characteristic of the system lies in behavioral featuresrelated to style, color, position and habitual operating order ofthe object images for authentication. These metrics are relativelyunique from person to person but steady because such a repeatedbehavior in daily life is a hobby-driven habitual behavior. Andfinally, the experiments´ result analysis is available, which showsthat the novel authentication system can maintain robust whenfacing traditional attacks while stay easy to remember at thesame time.
Keywords :
Internet; authorisation; biometrics (access control); computer graphics; Internet; accuracy issues; authentication system; behavioral biometrics-based password schemes; graphical password schemes; hobby-driven behavioral biometrics-based password; hobby-driven habitual behavior; information security; mini house game; object images; recognition-based graphical password schemes; security standard; Authentication; Feature extraction; Games; Layout; Mice; Servers; Authentication; Habitual Behavior; Hobby-driven; Similarity;
Conference_Titel :
Trust, Security and Privacy in Computing and Communications (TrustCom), 2013 12th IEEE International Conference on
Conference_Location :
Melbourne, VIC
DOI :
10.1109/TrustCom.2013.86