Can finger knuckle patterns help strengthen the e-banking security?

被引:1
|
作者
Meraoumia, Abdallah [1 ]
Samai, Djamel [2 ]
Chitroub, Salim [3 ]
机构
[1] Univ Tebessa, Lab Math Informat & Syst LAMIS, Tebessa 12002, Algeria
[2] Univ Ouargla, Fac Nouvelles Technol Informat & Commun, Lab Genie Elect, Ouargla 30000, Algeria
[3] Univ Houari Boumediene, Lab Intelligent & Commun Syst Engn LIS, Algiers 16111, Algeria
关键词
information security; cryptography; fuzzy commitment; biometrics; feature extraction; finger-knuckle-print; FKP; local binary pattern; LBP; data fusion; CLASSIFICATION; RECOGNITION; ENCRYPTION; IMAGES; FUSION;
D O I
10.1504/IJES.2019.099401
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Communication via the internet has become vital for any kind of information exchange private, public, commercial, or military. Banks are the first that have used the internet for financial transactions (e-banking). However, the safe use of e-banking implies that all precautions have been considered to identify legitimate users and thus avoid economic and social damage that may be caused by any possible fraud. In this context, we propose in this paper a secure biometric system dedicated to e-banking for reducing the fraud risk and strengthening the customer confidence. The fuzzy commitment concept associated with the fmger-knuckle-print (FKP) is the core of our proposed system. However, such a system will only be efficient if the FKP features are accurately extracted. For this, we have developed a new method of feature extraction called adaptive extended binary pattern (AELBP). The obtained experimental results have been judged promising for a high security of e-banking with guaranteed trust from costumers.
引用
收藏
页码:325 / 339
页数:15
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