• DocumentCode
    2041624
  • Title

    Robust Hash for Detecting and Localizing Image Tampering

  • Author

    Roy, Sujoy ; Sun, Qibin

  • Author_Institution
    Inst. for Infocomm Res., Singapore
  • Volume
    6
  • fYear
    2007
  • fDate
    Sept. 16 2007-Oct. 19 2007
  • Abstract
    An image hash should be (1) robust to allowable operations and (2) sensitive to illegal manipulations and distinct queries. Some applications also require the hash to be able to localize image tampering. This requires the hash to contain both robust content and alignment information to meet the above criterion. Fulfilling this is difficult because of two contradictory requirements. First, the hash should be small and second, to verify authenticity and then localize tampering, the amount of information in the hash about the original required would be large. Hence a tradeoff between these requirements needs to be found. This paper presents an image hashing method that addresses this concern, to not only detect but also localize tampering using a small signature (< 1kB). Illustrative experiments bring out the efficacy of the proposed method compared to existing methods.
  • Keywords
    cryptography; digital signatures; image coding; distinct query; illegal manipulation; image tampering; robust image hashing; small signature; Feature extraction; Histograms; Hydrogen; Image coding; Image edge detection; Noise robustness; Protection; Rotation measurement; Sun; Transform coding; Locality preserving hashing; edge histogram; local region descriptors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2007. ICIP 2007. IEEE International Conference on
  • Conference_Location
    San Antonio, TX
  • ISSN
    1522-4880
  • Print_ISBN
    978-1-4244-1437-6
  • Electronic_ISBN
    1522-4880
  • Type

    conf

  • DOI
    10.1109/ICIP.2007.4379535
  • Filename
    4379535