Can we trust digital image forensics?

Proceedings of the ACM International Multimedia Conference and Exhibition

Volumn , Issue , 2007, Pages 78-86

  Gloe, Thomas ^a   Kirchner, Matthias ^a   Winkler, Antje ^a   Böhme, Rainer ^a  

^a DRESDEN UNIVERSITY OF TECHNOLOGY   (Germany)

Author keywords

Digital image forensics; Image source identification; Tamper detection; Tamper hiding

Indexed keywords

AUTHENTICATION; COMPUTATIONAL METHODS; MULTIMEDIA SYSTEMS; ROBUSTNESS (CONTROL SYSTEMS);

DIGITAL IMAGE FORENSICS; IMAGE SOURCE IDENTIFICATION; TAMPER DETECTION; TAMPER HIDING;

IMAGE PROCESSING;

EID: 37849032097     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1291233.1291252     Document Type: Conference Paper

References (20)

1. W. Chen, Y. Q. Shi, and W. Su. Image splicing detection using 2-D phase congruency and statistical moments of characteristic function. In E. J. Delp and P. W. Wong, editors, Proc. of SPIE: Security, Steganography, and Watermarking of Multimedia Contents IX, volume 6072, pages 65050R-1-65050R-8, 2007.
2. K. S. Choi, E. Y. Lam, and K. Y. Wong. Automatic source camera identification using the intrinsic lens radial distortion. In Optics Express, volume 14, pages 11551-11565, Nov. 2006.
3. A. Dempster, N. Laird, and D. Rubin. Maximum likelihood from incomplete data via the EM algorithm. Journal of the Royal Statistical Society, Series B, 39(1):l-38, 1977.
4. Z. J. Geradts, J. Bijhold, M. Kieft, K. Kurosawa, K. Kuroki, and N. Saitoh. Methods for identification of images acquired with digital cameras. In S. K. Bramblea, E. M. Carapezza, and L. I. Rudin, editors, Proc. of SPIE: Enabling Technologies for Law Enforcement and Security, volume 4232, pages 505-512, 2001.
5. T. Gloe, E. Franz, and A. Winkler. Forensics for flatbed scanners. In E. J. Delp and P. W. Wong, editors, Proc. of SPIE: Security, Steganography, and Watermarking of Multimedia Contents IX, volume 6072, pages 65051I-1-65051I-12, 2007.
6. M. Johnson and H. Farid. Exposing digital forgeries through chromatic aberration. In Proc. of ACM MM&Sec, pages 48-55, 2006.
7. M. Kharrazi, H. T. Senear, and N. Memon. Blind source camera identification. In International Conference on Image Processing, volume 1, pages 709-712, 2004.
8. M. Kirchner and R. Böhme. Tamper hiding: Defeating image forensics. In Information Hiding, Ninth International Workshop, St. Malo, France, June 11.-13. 2007, to appear in LNCS.
9. Z. Lin, R. Wang, X. Tang, and H.-Y. Shum. Detecting doctored images using camera response normality and consistency. In Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), volume 1, pages 1087-1092, 2005.
10. J. Lukáš and J. Fridrich. Estimation of primary quantization matrix in double compressed JPEG images. In Proc. of the Digital Forensic Research Workshop, 2003.
11. J. Lukáš, J. Fridrich, and M. Goljan. Detecting digital image forgeries using sensor pattern noise. In A. Said and J. G. Apostolopoulos, editors, Proc. of SPIE: Image and Video Communications and Processing 2005, volume 5685, pages 249-260, 2005.
12. J. Lukáš, J. Fridrich, and M. Goljan. Digital camera identification from sensor noise. IEEE Transactions on Information Forensics and Security, 1(2):205-214, 2006.
13. M. K. Mihçak, I. Kozintsev, K. Ramchandran, and P. Moulin. Low-complexity image denoising based on statistical modeling of wavelet coefficients. IEEE Signal Processing Letters, 6(12):300-303, Dec. 1999.
14. T.-T. Ng, S.-F. Chang, C.-Y. Lin, and Q. Sun. Passive-blind image forensics. In W. Zeng, H.Yu, and C.-Y. Lin, editors, Multimedia Security Technologies for Digital Rights. Academic Press, 2006.
15. F. Petitcolas, R. Anderson, and M. Kuhn. Attacks on copyright marking systems. In D. Aucsmith, editor, Information Hiding, Second International Workshop, volume LNCS 1525, pages 219-239, Berlin, Heidelberg, 1998. Springer Verlag.
16. A. Popescu and H. Farid. Exposing digital forgeries by detecting traces of re-sampling. IEEE Trans. on Signal Processing, 53(2):758-767, 2005.
17. A. Popescu and H. Farid. Exposing digital forgeries in color filter array interpolated images. IEEE Trans. on Signal Processing, 53(10):3948-3959, 2005.
18. A. Srivastava, A. Lee, E. Simoncelli, and S.-C. Zhu. On advances in statistical modeling of natural images. Journal of Mathematical Imaging and Vision, 18:17-33, 2003.
19. M. Vrhel, E. Saber, and H. J. Trussell. Color image generation and display technologies. IEEE Signal Processing Magazine, pages 23-33, Jan. 2005.
20. G. Wolberg. Digital Image Warping. IEEE Computer Society Press, Los Alamitos, CA, USA, 3. edition, 1994.