Statistical Tools for Digital Forensics

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3200, Issue , 2004, Pages 128-147

  Popescu, Alin C ^a   Farid, Hany ^b  

^a Dartmouth Department of Computer Science_Dartmouth College   (United States)

^b DARTMOUTH COLLEGE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DIGITAL WATERMARKING; PHOTOGRAPHY; STATISTICAL MECHANICS;

DETECTING TRACE; DETECTION SCHEME; DIGITAL TAMPERING; STATISTICAL CORRELATION; STATISTICAL TECHNIQUES; STATISTICAL TOOLS; VISUAL CLUES;

DIGITAL FORENSICS;

EID: 35048816032     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-30114-1_10     Document Type: Article

References (28)

1. Digital compression and coding of continuous-tone still images, Part 1: Requirements and guidelines. ISO/IEC JTC1 Draft International Standard 10918-1, 1991.
2. S. Bhattacharjee and M. Kutter. Compression-tolerant image authentication. In IEEE International Conference on Image Processing, 1998.
3. I.J. Cox, M.L. Miller, and J.A. Bloom. Digital Watermarking. Morgan Kaufmann Publishers, 2002.
4. S.A. Graver, M. Wu, B. Liu, A. Stubblefield, B. Swartzlander, and D.S. Wallach. Reading between the lines: Lessons from the SDMI challenge. In 10th USENIX Security Symposium, 2001.
5. A.P. Dempster, N.M. Laird, and D.B. Rubin. Maximum lilelihood from incomplete data via the EM algorithm. Journal of the Royal Statistical Society, 99(1):1-38, 1977.
6. H. Farid. Blind inverse gamma correction. IEEE Transactions on Image Processing, 10(10):1428-1433, 2001.
7. H. Farid and A.C. Popescu. Blind removal of lens distortions. Journal of the Optical Society of America, 18(9):2072-2078, 2001.
8. J. Fridrich and M. Goljan. Images with self-correcting capabilities. In IEEE International Conference on Image Processing, 1999.
9. J. Fridrich, M. Goljan, and M. Du. Invertible authentication. In SPIE, Security and Watermarking of Multimedia Contents, 2001.
10. G.L. Friedman. The trustworthy camera: Restoring credibility to the photographic image. IEEE Transactions on Consumer Electronics, 39(4):905-910, 1993.
11. C.W. Honsinger, P.Jones, M.Rabbani, and J.C. Stoffel. Lossless recovery of an original image containing embedded data. U.S. Patent Application, Docket No. 77102/E-D, 1999.
12. S. Katzenbeisser and F.A.P. Petitcolas. Information Techniques for Steganography and Digital Watermarking. Artec House, 2000.
13. Y.C. Kim and E.J. Powers. Digital bispectral analysis and its applications to nonlinear wave interactions. IEEE Transactions of Plasma Science, PS 7(2), 1979.
14. D. Kundur and D. Hatzinakos. Digital watermarking for tell-tale tamper proofing and authentication. Proceedings of the IEEE, 87(7):1167-1180, 1999.
15. C.-Y. Lin and S.-F. Chang. A robust image authentication algorithm surviving JPEG lossy compression. In SPIE Storage, and Retrieval of Image/Video Databases, 1998.
16. E.T. Lin, C.I Podilchuk, and E.J. Delp. Detection of image alterations using semi-fragile watermarks. In SPIE International Conference on Security and Watermarking of Multimedia Contents II, 2000.
17. J. Lukas and J. Fridrich. Estimation of primary quantization matrix in double compressed JPEG images. In Digital Forensic Research Workshop, Cleveland, Ohio, August 2003.
18. B.M. Macq and J.-J. Quisquater. Cryptology for digital TV broadcasting. Proceedings of the IEEE, 83(6):944-957, 1995.
19. R. Matzner. An SNR estimation algorithm for complex baseband signals using higher order statistics. Facta Universitatis (Nis), 6(1):41-52, 1993.
20. J.M. Mendel. Tutorial on higher-order statistics (spectra) in signal processing and system theory: Theoretical results and some applications. Proceedings of the IEEE, 79(3):278-305, 1991.
21. A. V. Oppenheim and R. W. Schafer. Discrete-Time Signal Processing. Prentice Hall, 1989.
22. D.R. Pauluzzi and N.C. Beaulieu. A comparison of SNR estimation techniques for the AWGN channel. IEEE Transactions on Communications, 48(10):1681-1691, 2000.
23. C. Rey and J.-L. Dugelay. Blind detection of malicious alterations on still images using robust watermarks. In IEE Seminar: Secure Images and Image Authentication, 2000.
24. M. Schneider and S.-F. Chang. A robust content-based digital signature for image authentication. In IEEE International Conference on Image Processing, 1996.
25. D. Storck. A new approach to integrity of digital images. In IFIP Conference on Mobile Communication, pages 309-316, 1996.
26. G.K. Wallace. The JPEG still picture compression standard. IEEE Transactions on Consumer Electronics, 34(4):30-44, 1991.
27. M. Yeung and F. Mintzer. An invisible watermarking technique for image verification. In IEEE International Conference on Image Processing, 1997.
28. G.-J. Yu, C.-S. Lu, H.-Y.M. Liao, and J.-P. Sheu. Mean quantization blind watermarking for image authentication. In IEEE International Conference on Image Processing, 2000.