• DocumentCode
    3493271
  • Title

    Challenging the security of Content-Based Image Retrieval systems

  • Author

    Do, Thanh-Toan ; Kijak, Ewa ; Furon, Teddy ; Amsaleg, Laurent

  • Author_Institution
    IRISA, Univ. de Rennes I, Rennes, France
  • fYear
    2010
  • fDate
    4-6 Oct. 2010
  • Firstpage
    52
  • Lastpage
    57
  • Abstract
    Content-Based Image Retrieval (CBIR) has been recently used as a filtering mechanism against the piracy of multimedia contents. Many publications in the last few years have proposed very robust schemes where pirated contents are detected despite severe modifications. As none of these systems have addressed the piracy problem from a security perspective, it is time to check whether they are secure: Can pirates mount violent attacks against CBIR systems by carefully studying the technology they use? This paper is an initial analysis of the security flaws of the typical technology blocks used in state-of-the-art CBIR systems. It is so far too early to draw any definitive conclusion about their inherent security, but it motivates and encourages further studies on this topic.
  • Keywords
    content-based retrieval; data privacy; image retrieval; content-based image retrieval systems; filtering mechanism; multimedia content piracy; security flaws; PSNR; Robustness; Security;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia Signal Processing (MMSP), 2010 IEEE International Workshop on
  • Conference_Location
    Saint Malo
  • Print_ISBN
    978-1-4244-8110-1
  • Electronic_ISBN
    978-1-4244-8111-8
  • Type

    conf

  • DOI
    10.1109/MMSP.2010.5661993
  • Filename
    5661993