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
中图分类号
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.
引用
收藏
页码:7547 / 7566
页数:19
相关论文
共 50 条
  • [31] A Framework for Analyzing Template Security and Privacy in Biometric Authentication Systems
    Simoens, Koen
    Bringer, Julien
    Chabanne, Herve
    Seys, Stefaan
    [J]. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2012, 7 (02) : 833 - 841
  • [32] Performance Analysis of Template Data Security and Protection in Biometric Systems
    Selwal, Arvind
    Gupta, Sunil Kumar
    Surender
    Anubhuti
    [J]. 2015 2ND INTERNATIONAL CONFERENCE ON RECENT ADVANCES IN ENGINEERING & COMPUTATIONAL SCIENCES (RAECS), 2015,
  • [33] A novel technique for fingerprint template security in biometric authentication systems
    Ali, Afeeza
    Baghel, Vivek Singh
    Prakash, Surya
    [J]. VISUAL COMPUTER, 2023, 39 (12): : 6249 - 6263
  • [34] A novel technique for fingerprint template security in biometric authentication systems
    Afeeza Ali
    Vivek Singh Baghel
    Surya Prakash
    [J]. The Visual Computer, 2023, 39 : 6249 - 6263
  • [35] Binary Biometric Template Generation towards Security and Class Separability
    Hamouda, Eslam
    Yuan, Xiaohui
    Ouda, Osama
    Hamza, Taher
    Chen, Lei
    [J]. 2014 INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION AND NETWORKING TECHNOLOGIES (ICCCNT, 2014,
  • [36] Template protection for security enhancement of a biometric face authentication system
    Grassi, Marco
    Faundez-Zanuy, Marcos
    [J]. NEURAL NETS WIRN10, 2011, 226 : 293 - 300
  • [37] Score Based Biometric Template Selection
    Li, Yong
    Yin, Jianping
    Zhu, En
    Hu, Chunfeng
    Chen, Hui
    [J]. 19TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOLS 1-6, 2008, : 688 - 691
  • [38] Cancellable fuzzy vault with periodic transformation for biometric template protection
    Tran Khanh Dang
    Quynh Chi Truong
    Thu Thi Bao Le
    Hai Truong
    [J]. IET BIOMETRICS, 2016, 5 (03) : 229 - 235
  • [39] Using Honey Templates to Augment Hash Based Biometric Template Protection
    Yang, Bian
    Martiri, Edlira
    [J]. IEEE 39TH ANNUAL COMPUTER SOFTWARE AND APPLICATIONS CONFERENCE WORKSHOPS (COMPSAC 2015), VOL 3, 2015, : 312 - 316
  • [40] Highly secure palmprint based biometric template using fuzzy vault
    Sujitha, V.
    Chitra, D.
    [J]. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2019, 31 (12):