DocumentCode :
2838025
Title :
Context independent continuous authentication using behavioural biometrics
Author :
Mondal, Soumik ; Bours, Patrick
Author_Institution :
NISlab, Gjovik Univ. Coll., Gjovik, Norway
fYear :
2015
fDate :
23-25 March 2015
Firstpage :
1
Lastpage :
8
Abstract :
In this research, we focus on context independent continuous authentication that reacts on every separate action performed by a user. The experimental data was collected in a complete uncontrolled condition from 53 users by using our data collection software. In our analysis, we considered both keystroke and mouse usage behaviour patterns to prevent a situation where an attacker avoids detection by restricting to one input device because the continuous authentication system only checks the other input device. The best result obtained from this research is that for 47 bio-metric subjects we have on average 275 actions required to detect an imposter where these biometric subjects are never locked out from the system.
Keywords :
behavioural sciences computing; biometrics (access control); message authentication; behavioural biometrics; context independent continuous authentication; continuous authentication system; data collection software; keystroke; mouse usage behaviour patterns; Authentication; Biometrics (access control); Feature extraction; Mathematical model; Mice; Presses; Training;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Identity, Security and Behavior Analysis (ISBA), 2015 IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4799-1974-1
Type :
conf
DOI :
10.1109/ISBA.2015.7126342
Filename :
7126342
Link To Document :
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