Biometric template security using DNA codec based transformation

被引:0
|
作者
I. Jeena Jacob
P. Betty
P. Ebby Darney
S. Raja
Y. Harold Robinson
E. Golden Julie
机构
[1] GITAM University-Bengaluru Campus,Department of Computer Science and Engineering, GITAM School of Technology
[2] Kumaraguru College of Technology,Department of Computer Science and Engineering
[3] SCAD College of Engineering and Technology,Department of Electrical and Electronics Engineering
[4] Amrita College of Engineering and Technology,Department of Mathematics
[5] Vellore Institute of Technology,School of Information Technology and Engineering
[6] Anna University Regional Campus,Department of Computer Science and Engineering
来源
关键词
Feature transformation; Biometric template; DNA based codec; Fingerprint; Z pattern generation;
D O I
暂无
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学科分类号
摘要
Feature transformation is the most primary step in biometric template protection whose effectiveness is directly dependent upon the test and trained samples. The minutiae points are segregated to retrieve the attributes with the singular point data to enlarge the secure user template. The user fingerprint information could be revealed to produce the secured template with the help of the fingerprint image. An attempt of feature transformation is experimented in this paper by DNA based encoding methodology. The general formation of the proposed technique is constructed from the Biometric data to generate the feature extraction; the Z pattern generation is used for implementing the transformation and produced the DNA codec. The evaluation of each step in the proposed scheme is theoretically evaluated and experimented with. The revocability, diversity and the security parameters are analyzed and compared with the relevant methods using the images from FVC2004 dataset that the accuracy for biometric template is achieved through the enhanced recognition rate. The complexity and the performance of the proposed method proved challenging to the state of art techniques.
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页码:7547 / 7566
页数:19
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