Title
User identification through usage analysis of electronic devices
Abstract
Different aspects of usage of electronic devices significantly vary person to person, and therefore, rigorous usage analysis exhibits its prospect in identifying a user in road to secure the devices. Different state-of-the-art approaches have investigated different aspects of the usage, such as typing speed and dwelling time, in isolation for identifying a user. However, investigation of multiple aspects of the usage in combination is yet to be focused in the literature. Therefore, this paper, we investigate multiple aspects of usage in combination to identify a user. We perform the investigation over real users through letting them interact with an Android application, which we develop specifically for the investigation. Our investigation reveals a key finding considering multiple aspects of usage in combination provides improved performance in identifying a user. We get this improved performance up to a certain number of aspects of usage being considered in the identification task.
Year
DOI
Venue
2015
10.1109/NSysS.2015.7043518
NSysS
Keywords
Field
DocType
android (operating system),authorisation,graphical user interfaces,android application,device security,dwelling time,electronic device usage analysis,performance improvement,typing speed,user identification task,security,measurement,pressing,clustering algorithms
World Wide Web,Usage analysis,Android (operating system),Computer science,Electronics,Human–computer interaction,Cluster analysis
Conference
Citations 
PageRank 
References 
0
0.34
9
Authors
5
Name
Order
Citations
PageRank
shamir ahmed101.01
adib rizvi200.34
rifat sabbir mansur300.34
md rafatul amin400.34
A. B. M. Alim Al Islam57227.82