• DocumentCode
    1445672
  • Title

    A robust image authentication method distinguishing JPEG compression from malicious manipulation

  • Author

    Lin, Ching-Yung ; Chang, Shih-Fu

  • Author_Institution
    Dept. of Electr. Eng., Columbia Univ., New York, NY, USA
  • Volume
    11
  • Issue
    2
  • fYear
    2001
  • fDate
    2/1/2001 12:00:00 AM
  • Firstpage
    153
  • Lastpage
    168
  • Abstract
    Image authentication verifies the originality of an image by detecting malicious manipulations. Its goal is different from that of image watermarking, which embeds into the image a signature surviving most manipulations. Most existing methods for image authentication treat all types of manipulation equally (i.e., as unacceptable). However, some practical applications demand techniques that can distinguish acceptable manipulations (e.g., compression) from malicious ones. In this paper, we present an effective technique for image authentication which can prevent malicious manipulations but allow JPEG lossy compression. The authentication signature is based on the invariance of the relationships between discrete cosine transform (DCT) coefficients at the same position in separate blocks of an image. These relationships are preserved when DCT coefficients are quantized in JPEG compression. Our proposed method can distinguish malicious manipulations from JPEG lossy compression regardless of the compression ratio or the number of compression iterations. We describe adaptive methods with probabilistic guarantee to handle distortions introduced by various acceptable manipulations such as integer rounding, image filtering, image enhancement, or scaling-recaling. We also present theoretical and experimental results to demonstrate the effectiveness of the technique
  • Keywords
    data compression; discrete cosine transforms; image coding; iterative methods; message authentication; transform coding; DCT coefficients; JPEG compression; JPEG lossy compression; authentication signature; compression iteration; discrete cosine transform coefficient; distortions; image enhancement; image filtering; integer rounding; malicious manipulation; robust image authentication method; scaling-recaling; Authentication; Cryptography; Digital images; Digital signatures; Discrete cosine transforms; Filtering; Image coding; Robustness; Transform coding; Watermarking;
  • fLanguage
    English
  • Journal_Title
    Circuits and Systems for Video Technology, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1051-8215
  • Type

    jour

  • DOI
    10.1109/76.905982
  • Filename
    905982