Multibiometric Fusion Authentication in Wireless Multimedia Environment Using Dynamic Bayesian Method
Joint Authors
Wu, Zhendong
Yang, Jiajia
Zhang, Jianwu
Yue, Hengli
Source
Security and Communication Networks
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-11-18
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Information Technology and Computer Science
Abstract EN
Single biometric method has been widely used in the field of wireless multimedia authentication.
However, it is vulnerable to spoofing and limited accuracy.
To tackle this challenge, in this paper, we propose a multimodal fusion method for fingerprint and voiceprint by using a dynamic Bayesian method, which takes full advantage of the feature specificity extracted by a single biometrics project and authenticates users at the decision-making level.
We demonstrate that this method can be extended to more modal biometric authentication and can achieve flexible accuracy of the authentication.
The experiment of the method shows that the recognition rate and stability have been greatly improved, which achieves 4.46% and 5.94%, respectively, compared to the unimodal.
Furthermore, it also increases 1.94% when compared with general multimodal methods for the biometric fusion recognition.
American Psychological Association (APA)
Wu, Zhendong& Yang, Jiajia& Zhang, Jianwu& Yue, Hengli. 2018. Multibiometric Fusion Authentication in Wireless Multimedia Environment Using Dynamic Bayesian Method. Security and Communication Networks،Vol. 2018, no. 2018, pp.1-12.
https://search.emarefa.net/detail/BIM-1214235
Modern Language Association (MLA)
Wu, Zhendong…[et al.]. Multibiometric Fusion Authentication in Wireless Multimedia Environment Using Dynamic Bayesian Method. Security and Communication Networks No. 2018 (2018), pp.1-12.
https://search.emarefa.net/detail/BIM-1214235
American Medical Association (AMA)
Wu, Zhendong& Yang, Jiajia& Zhang, Jianwu& Yue, Hengli. Multibiometric Fusion Authentication in Wireless Multimedia Environment Using Dynamic Bayesian Method. Security and Communication Networks. 2018. Vol. 2018, no. 2018, pp.1-12.
https://search.emarefa.net/detail/BIM-1214235
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1214235