A Revocable Fingerprint Template for Security and Privacy Preserving

Zhe Jin, Andrew Beng Jin Teoh, Thian Song Ong, Connie Tee

Research output: Contribution to journalArticle

36 Citations (Scopus)

Abstract

With the wide deployment of biometric authentication systems, several issues pertaining security and privacy of the biometric template have gained great attention from the research community. To resolve these issues, a number of biometric template protection methods have been proposed. However, the design of a template protection method to satisfy four criteria, namely diversity, revocability and non-invertibility is still a challenging task, especially performance degradation when template protection method is employed. In this paper, we propose a novel method to generate a revocable minutiae-based fingerprint template. The proposed method consists of feature extraction from fingerprint minutiae pairs, quantization, histogram binning, binarization and eventually binary bit-string generation. The contributions of our method are two fold: alignment-free and good performance. Various experiments on FVC2004 DB1 demonstrated the effectiveness of the proposed methods.

Original languageEnglish
Pages (from-to)1327-1342
Number of pages16
JournalKSII Transactions on Internet and Information Systems
Volume4
Issue number6
DOIs
Publication statusPublished - 2010 Dec

All Science Journal Classification (ASJC) codes

  • Information Systems
  • Computer Networks and Communications

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