• DocumentCode
    802862
  • Title

    Random Multispace Quantization as an Analytic Mechanism for BioHashing of Biometric and Random Identity Inputs

  • Author

    Teoh, Andrew B J ; Goh, Alwyn ; Ngo, D.C.L.

  • Author_Institution
    Fac. of Inf. Sci. & Technol., Multimedia Univ., Melaka
  • Volume
    28
  • Issue
    12
  • fYear
    2006
  • Firstpage
    1892
  • Lastpage
    1901
  • 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
  • Keywords
    authorisation; biometrics (access control); cryptography; data privacy; face recognition; BioHashing; analytic mechanism; biometric analysis; biometric data; biometric-hash framework; cancellable biometrics; cryptographic ciphers; data privacy; face recognition; identity theft; identity verification; random identity inputs; random multispace quantization; user-specific biometrics; Bioinformatics; Biometrics; Cryptography; Fingerprint recognition; Iris; Polynomials; Protection; Quantization; Security; Testing; BioHashing; Cancellable biometrics; face recognition.; random multispace quantization; Artificial Intelligence; Biometry; Computer Security; Data Compression; Data Interpretation, Statistical; Database Management Systems; Databases, Factual; Face; Humans; Image Interpretation, Computer-Assisted; Pattern Recognition, Automated;
  • fLanguage
    English
  • Journal_Title
    Pattern Analysis and Machine Intelligence, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0162-8828
  • Type

    jour

  • DOI
    10.1109/TPAMI.2006.250
  • Filename
    1717451