Title :
User Authentication Using Combination of Behavioral Biometrics over the Touchpad Acting Like Touch Screen of Mobile Device
Author :
Saevanee, Hataichanok ; Bhatarakosol, Pattarasinee
Author_Institution :
Dept. of Math., Chulalongkorn Univ., Bangkok
Abstract :
Now mobile devices are developed to serve various functions, storing the sensitive information. In order to protect those information and mobile systems from unauthorized users, the authentication system must be installed unavoidably. Additionally, the development of the mobile system is moving forward to the touch screen system for user friendly and quick access mechanism. In this paper, we proposed behavioral manners of users over the touchpad acting like touch screen that is able to detect the finger pressure. These behaviors are keystroke dynamics and the finger pressure. The finding has shown that, the finger pressure gives the discriminative information more than keystroke dynamics with the k-NN analytical method. Moreover, using only the finger pressure produces high accuracy rate of 99%.
Keywords :
authorisation; biometrics (access control); mobile handsets; touch sensitive screens; behavioral biometrics; finger pressure detection; k-nearest neighbor; keystroke dynamics; mobile devices; quick access mechanism; touch screen system; user authentication; Authentication; Biometrics; Fingerprint recognition; Fingers; Humans; Information analysis; Mathematics; Mobile computing; Personal digital assistants; Protection; authentication; biometric; finger pressure; keystroke dynamics;
Conference_Titel :
Computer and Electrical Engineering, 2008. ICCEE 2008. International Conference on
Conference_Location :
Phuket
Print_ISBN :
978-0-7695-3504-3
DOI :
10.1109/ICCEE.2008.157