Paper Info
Title
Model construction and authentication algorithm of virtual keystroke dynamics for smart phone users
Abstract
This paper focuses on account stolen case of smart phone users. In order to enhance the credibility of user authentication, an authentication method based on virtual keystroke dynamics behavior of touch screen is proposed in this paper. The proposed method extracts time dependent characteristics and pressure related characteristics of users' virtual keystroke dynamics behavior, builds combined authentication model by RBF networks, checks whether the virtual keystroke dynamics behavior of current user matches that of expected user to authenticate user's identity. The experiment shows that the proposed method has the expected result.
Year
DOI
Venue
2016
10.1109/SMC.2016.7844237
2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
Keywords
Field
DocType
model construction,smart phone users,user authentication,virtual keystroke dynamics behavior,touch screen,time dependent characteristics,pressure related characteristics,RBF networks,user identity,radial basis function
Authentication,Credibility,Computer science,Computer security,Keystroke dynamics,Human–computer interaction,Artificial intelligence,Cluster analysis,Smart phone,Machine learning
Conference
ISSN
ISBN
Citations 
1062-922X
978-1-5090-1898-7
0
PageRank 
References 
Authors
0.34
0
4
Name
Order
Citations
PageRank
Hongbo Zhang1145.68
Chun-Gang Yan26215.97
Peihai Zhao394.52
Mimi Wang432.75