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
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