• DocumentCode
    3472788
  • Title

    Secure remote matching with privacy: Scrambled support vector vaulted verification (S2V3)

  • Author

    Wilber, Michael I. ; Boult, Terrance E.

  • Author_Institution
    Vision & Security Technol. Lab., UCCS, Colorado Springs, CO, USA
  • fYear
    2012
  • fDate
    9-11 Jan. 2012
  • Firstpage
    169
  • Lastpage
    176
  • Abstract
    As biometric authentication systems become common in everyday use, researchers are beginning to address privacy issues in biometric recognition. With the growing use of mobile devices, it is important to develop approaches that support remote mobile verification. This paper outlines the need for a mobile/remote SVM-based authentication system that does not compromise the privacy of the subject being recognized. We discuss limitations of earlier privacy-preserving authentication systems and present necessary privacy and security requirements that make a system attractive from both the server´s security point of view and from the client´s privacy-centric point of view. We then present a novel protocol we call “Vaulted Verification” that allows a server to remotely authenticate a client´s biometric in a privacy preserving way. We conclude with a small evaluation of performance, discussion of security implications, and ideas for future work.
  • Keywords
    data privacy; face recognition; message authentication; mobile computing; support vector machines; SVM-based authentication; biometric authentication system; biometric recognition; mobile device; privacy-preserving authentication; remote mobile verification; scrambled support vector vaulted verification; secure remote matching; Privacy; Robustness; Support vector machines;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Applications of Computer Vision (WACV), 2012 IEEE Workshop on
  • Conference_Location
    Breckenridge, CO
  • ISSN
    1550-5790
  • Print_ISBN
    978-1-4673-0233-3
  • Electronic_ISBN
    1550-5790
  • Type

    conf

  • DOI
    10.1109/WACV.2012.6163018
  • Filename
    6163018