• DocumentCode
    2797833
  • Title

    Anti-forensics of JPEG compression

  • Author

    Stamm, Matthew Christopher ; Tjoa, Steven K. ; Lin, W.S. ; Liu, K.J.R.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Maryland, College Park, MD, USA
  • fYear
    2010
  • fDate
    14-19 March 2010
  • Firstpage
    1694
  • Lastpage
    1697
  • Abstract
    The widespread availability of photo editing software has made it easy to create visually convincing digital image forgeries. To address this problem, there has been much recent work in the field of digital image forensics. There has been little work, however, in the field of anti-forensics, which seeks to develop a set of techniques designed to fool current forensic methodologies. In this work, we present a technique for disguising an image´s JPEG compression history. An image´s JPEG compression history can be used to provide evidence of image manipulation, supply information about the camera used to generate an image, and identify forged regions within an image. We show how the proper addition of noise to an image´s discrete cosine transform coefficients can sufficiently remove quantization artifacts which act as indicators of JPEG compression while introducing an acceptable level of distortion. Simulation results are provided to verify the efficacy of this anti-forensic technique.
  • Keywords
    computer forensics; copy protection; data compression; discrete cosine transforms; image coding; JPEG compression history; anti-forensic technique; digital image forensics; image discrete cosine transform; image manipulation; photo editing software; visually convincing digital image forgeries; Cameras; Digital images; Discrete cosine transforms; Forensics; Forgery; History; Image coding; Image generation; Noise level; Transform coding; Anti-Forensics; Digital Forensics; JPEG Compression;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
  • Conference_Location
    Dallas, TX
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4244-4295-9
  • Type

    conf

  • DOI
    10.1109/ICASSP.2010.5495491
  • Filename
    5495491