Literature DB >> 17108365

Random multispace quantization as an analytic mechanism for BioHashing of biometric and random identity inputs.

Andrew B J Teoh1, Alwyn Goh, David C L Ngo.   

Abstract

Biometric analysis for identity verification is becoming a widespread reality. Such implementations necessitate large-scale capture and storage of biometric data, which raises serious issues in terms of data privacy and (if such data is compromised) identity theft. These problems stem from the essential permanence of biometric data, which (unlike secret passwords or physical tokens) cannot be refreshed or reissued if compromised. Our previously presented biometric-hash framework prescribes the integration of external (password or token-derived) randomness with user-specific biometrics, resulting in bitstring outputs with security characteristics (i.e., noninvertibility) comparable to cryptographic ciphers or hashes. The resultant BioHashes are hence cancellable, i.e., straightforwardly revoked and reissued (via refreshed password or reissued token) if compromised. BioHashing furthermore enhances recognition effectiveness, which is explained in this paper as arising from the Random Multispace Quantization (RMQ) of biometric and external random inputs.

Mesh:

Year:  2006        PMID: 17108365     DOI: 10.1109/TPAMI.2006.250

Source DB:  PubMed          Journal:  IEEE Trans Pattern Anal Mach Intell        ISSN: 0098-5589            Impact factor:   6.226


  4 in total

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Authors:  Ya-Fen Chang; Shih-Hui Yu; Ding-Rui Shiao
Journal:  J Med Syst       Date:  2013-01-15       Impact factor: 4.460

2.  Performance evaluation of fusing protected fingerprint minutiae templates on the decision level.

Authors:  Bian Yang; Christoph Busch; Koen de Groot; Haiyun Xu; Raymond N J Veldhuis
Journal:  Sensors (Basel)       Date:  2012-04-26       Impact factor: 3.576

3.  A hybrid approach to protect palmprint templates.

Authors:  Hailun Liu; Dongmei Sun; Ke Xiong; Zhengding Qiu
Journal:  ScientificWorldJournal       Date:  2014-03-27

4.  Security enhanced multi-factor biometric authentication scheme using bio-hash function.

Authors:  Younsung Choi; Youngsook Lee; Jongho Moon; Dongho Won
Journal:  PLoS One       Date:  2017-05-01       Impact factor: 3.240

  4 in total

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