KSII Transactions on Internet and Information Systems (TIIS)

  • 제4권6호
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  • Pages.1327-1342
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  • 2010
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  • 1976-7277(pISSN)
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  • 1976-7277(eISSN)
한국인터넷정보학회 (Korean Society for Internet Information)
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A Revocable Fingerprint Template for Security and Privacy Preserving

  • Jin, Zhe (Faculty of Information Science & Technology, Multimedia University) ;
  • Teoh, Andrew Beng Jin (Electrical and Electronic Engineering Department, Yonsei University) ;
  • Ong, Thian Song (Faculty of Information Science & Technology, Multimedia University) ;
  • Tee, Connie (Faculty of Information Science & Technology, Multimedia University)
  • 투고 : 2010.07.16
  • 심사 : 2010.09.20
  • 발행 : 2010.12.23
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초록

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.

키워드

참고문헌

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피인용 문헌

  1. Multibiometrics fusion using $Acz{\acute{e}}l$-Alsina triangular norm vol.8, pp.7, 2010, https://doi.org/10.3837/tiis.2014.07.012
  2. Biometrics Based Privacy-Preserving Authentication and Mobile Template Protection vol.2018, pp.None, 2018, https://doi.org/10.1155/2018/7107295