Detecting double JPEG compression with the same quantization matrix

IEEE Transactions on Information Forensics and Security

Volumn 5, Issue 4, 2010, Pages 848-856

  Huang, Fangjun ^a   Huang, Jiwu ^a,b   Shi, Yun Qing ^c  

^a SUN YAT SEN UNIVERSITY   (China)

^b INSTITUTE OF SOFTWARE   (China)

^c NEW JERSEY INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

Digital forensic; double joint photographic experts group (JPEG) compression; quantization matrix

Indexed keywords

COMPRESSED IMAGES; DETECTION METHODS; DIGITAL FORENSIC; DISCRETE COSINE TRANSFORM COEFFICIENTS; JOINT PHOTOGRAPHIC EXPERTS GROUP; JPEG COMPRESSION; JPEG IMAGE; QUANTIZATION MATRIX; RANDOM PERTURBATIONS; SECONDARY COMPRESSION; TEST IMAGES;

COMPUTER CRIME; COSINE TRANSFORMS; DISCRETE COSINE TRANSFORMS; ELECTRONIC CRIME COUNTERMEASURES; IMAGE CODING;

MATRIX ALGEBRA;

EID: 78649396720     PISSN: 15566013     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIFS.2010.2072921     Document Type: Article

References (18)

1. J. Lukáš and J. Fridrich, "Estimation of primary quantization matrix in double compressed JPEG images", in Proc. Digital Forensic Research Workshop, Cleveland, OH, Aug. 2003.
2. T. Pevný and J. Fridrich, "Detection of double-compression in JPEG images for applications in steganography", IEEE Trans. Inf. Forensics Security, vol. 3, no. 2, pp. 247-258, Jun. 2008.
3. H. Farid, "Exposing digital forgeries from JPEG ghosts", IEEE Trans. Inf. Forensics Security, vol. 4, no. 1, pp. 154-160, Mar. 2009.
4. Z. Lin, J. He, X. Tang, and C.-K. Tang, "Fast, automatic and finegrained tampered JPEG image detection via DCT coefficient analysis", Pattern Recognit., vol. 42, pp. 2492-2501, 2009.
5. A. Westfeld, "High capacity despite better steganalysis (F5-A steganographic algorithm)", in Proc. 4th Int. Workshop Information Hiding, 2001, vol. 2137, pp. 289-302, Lecture Notes in Computer Science.
6. N. Provos, "Defending against statistical steganalysis", in Proc. 10th USENIX Security Symp., Washington, DC, 2001.
7. R. Yang, Y. Q. Shi, and J. Huang, "Defeating fake-quality MP3", in Porc. ACM Multimedia and Security'09, Princeton, NJ, Sep. 7-8, 2009.
8. W. Wang and H. Farid, "Exposing digital forgeris in video by detecting double MPEG compression", in Porc. ACM Multimedia and Security'06, Geneva, Switzerland, Sep. 26-27, 2006.
9. W. Wang and H. Farid, "Exposing digital forensics in video by detecting double quantization", in Proc. ACM Multimedia and Security'09, Princeton, NJ, Sep. 7-8, 2009.
10. A. C. Popescu, "Statistical Tools for Digital Image Forensics", Ph. D., Department of Computer Science, Dartmouth College, Hanover, NH, 2004.
11. A. C. Popescu and H. Farid, "Statistical tools for digital forensics", in Proc. 6th Int. Workshop on Information Hiding, 2004, vol. 3200, pp. 128-147, Lecture Notes in Computer Science.
12. D. Fu, Y. Q. Shi, and W. Su, "A generalized Benford's law for JPEG coefficients and its applications in image forensics", in Proc. SPIE, Security, Steganography and Watermarking of Multimedia Contents IX, San Jose, CA, Jan. 2007.
13. B. Li, Y. Q. Shi, and J. Huang, "Detecting double compressed JPEG images by using mode based first digit features", in Proc. IEEE Int. Workshop on Multimedia Signal Processing (MMSP 2008), Cairns, Queensland, Australia, Oct. 8-10, 2008.
14. C. Chen, Y. Q. Shi, and W. Su, "A marching learning based scheme for double JPEG compression detection", in Proc. IEEE Int. Conf. Pattern Recognition, Tampa, FL, Dec. 8-11, 2008.
15. G. K. Wallace, "The JPEG still picture compression standard", IEEE Trans. Consumer Electron., vol. 38, no. 1, pp. XVIII-XXXIV, Feb. 1992.
16. G. Schaefer and M. Stich, UCID-An Uncompressed Colour Image Database School of Computing and Mathematics, Nottingham Trent University, U. K., 2003.
17. NRCS Photo Gallery [Online]. Available: http://photogallery.nrcs. usda.gov
18. JPEG Tool Box [Online]. Available: http://www.philsallee.com/jpegtbx/ index.html