• DocumentCode
    814244
  • Title

    Hiding biometric data

  • Author

    Jain, Anil K. ; Uludag, Umut

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Michigan State Univ., USA
  • Volume
    25
  • Issue
    11
  • fYear
    2003
  • Firstpage
    1494
  • Lastpage
    1498
  • Abstract
    With the wide spread utilization of biometric identification systems, establishing the authenticity of biometric data itself has emerged as an important research issue. The fact that biometric data is not replaceable and is not secret, combined with the existence of several types of attacks that are possible in a biometric system, make the issue of security/integrity of biometric data extremely critical. We introduce two applications of an amplitude modulation-based watermarking method, in which we hide a user´s biometric data in a variety of images. This method has the ability to increase the security of both the hidden biometric data (e.g., eigen-face coefficients) and host images (e.g., fingerprints). Image adaptive data embedding methods used in our scheme lead to low visibility of the embedded signal. Feature analysis of host images guarantees high verification accuracy on watermarked (e.g., fingerprint) images.
  • Keywords
    biometrics (access control); security of data; watermarking; authenticity; biometric data; biometric identification; feature analysis; host images; image adaptive data embedding; low visibility; security; watermarked images; Amplitude modulation; Bioinformatics; Biometrics; Biosensors; Cryptography; Data security; Fingerprint recognition; Spatial databases; Steganography; Watermarking;
  • fLanguage
    English
  • Journal_Title
    Pattern Analysis and Machine Intelligence, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0162-8828
  • Type

    jour

  • DOI
    10.1109/TPAMI.2003.1240122
  • Filename
    1240122