Title :
Development of a Typing Behaviour Recognition Mechanism on Android
Author :
Huang, Xuan ; Lund, Geoffrey ; Sapeluk, Andrew
Author_Institution :
Sch. of Comput. & Eng. Syst., Univ. of Abertay Dundee, Dundee, UK
Abstract :
This paper proposes a biometric authentication system which use password based and behavioural traits (typing behaviours) authentication technology to establish user\´s identity on a mobile phone. The proposed system can work on the latest smart phone platform. It uses mobile devices to capture user\´s keystroke data and transmit it to web server. The authentication engine will establish if a user is genuine or fraudulent. In addition, a multiplier of the standard deviation "α" has been defined which aims to achieve the balance between security and usability. Experimental results indicate that the developed authentication system is highly reliable and very secure with an equal error rate is below 7.5%.
Keywords :
Internet; authorisation; biometrics (access control); human computer interaction; operating systems (computers); smart phones; Android; Web server; authentication engine; behavioural traits authentication; biometric authentication system; mobile phone; password based authentication; smart phone platform; typing behaviour recognition; usability; user identity; user keystroke data; Authentication; Keyboards; Mobile communication; Smart phones; Usability; Biometric Authentication; Keystroke Analysis; Smart Phones; Typing Behavior;
Conference_Titel :
Trust, Security and Privacy in Computing and Communications (TrustCom), 2012 IEEE 11th International Conference on
Conference_Location :
Liverpool
Print_ISBN :
978-1-4673-2172-3
DOI :
10.1109/TrustCom.2012.127