Progressive randomization for steganalysis

2006 IEEE 8th Workshop on Multimedia Signal Processing, MMSP 2006

Volumn , Issue , 2006, Pages 314-319

  Rocha, Anderson ^a   Goldenstein, Siome ^a  

^a UNIVERSITY OF CAMPINAS   (Brazil)

Author keywords

[No Author keywords available]

Indexed keywords

CONTENT BASED RETRIEVAL; IMAGE COMMUNICATION SYSTEMS; STATISTICAL METHODS;

NON SYNTHETIC IMAGES; PROGRESSIVE RANDOMIZATION; STATISTICAL ARTIFACTS;

IMAGE ANALYSIS;

EID: 34250776454     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MMSP.2006.285321     Document Type: Conference Paper

References (21)

1. R. Anderson and F. Petitcolas, "On the limits of steganography," IEEE Journal of Selected Areas in Communications, vol. 16, pp. 474-481, may 1998.
2. S. V. Hart, "Forensic examination of digital evidence: a guide for law enforcement," NIJ-US, 2004.
3. S. Morris, "The future of netcrime now (1) - threats and challenges," Home Office Crime and Policing Group, Tech. Rep. 62/04, 2004.
4. R. T. Mercuri, "The many colors of multimedia security," Communications of the ACM, vol. 47, pp. 25-29, 2004.
5. J. Friedman, T. Hastie, and R. Tibshirani, The elements of statistical learning. Springer Verlag, 2001.
6. N. Johnson and S. Jajodia, "Steganalysis of images created using current steganography software," in Proc. of the 2nd Intl. Workshop on Information Hiding. Springer-Verlag, 1998, pp. 273-289.
7. P. Wayner, Disappearing cryptography. Morgan Kaufmann Pub., 2002.
8. F. Petitcolas, R. Anderson, and M. Kuhn, "Information hiding - A survey," Proc. of the IEEE, vol. 87, pp. 1062-1078, 1999.
9. N. Johnson and S. Jajodia, "Exploring steganography: Seeing the unseen," IEEE Computer, vol. 31, no. 2, pp. 26-34, 1998.
10. A. Westfeld and A. Pfitzmann, "Attacks on steganographic systems," in Proc. of the 3rd Intl. Workshop on Information Hiding, 1999, pp. 61-76.
11. J. Fridrich, R. Du, and M. Long, "Steganalysis of LSB enconding in color images," in ICME - Intl. Conf. Multimedia Expo, vol. 3, Aug. 2000, pp. 1279-1282.
12. J. Fridrich, M. Goljan, and R. Du, "Reliable detection of LSB steganography in color and grayscale images," in Proc. of the ACM Workshop on Multimedia and Security, 2001, pp. 27-30.
13. S. Lyu and H. Farid, "Detecting hidden messages using higher-order statistics and support vector machines," in Proc. of the 5th Intl. Workshop on Information Hiding, 2002, pp. 340-354.
14. H. Farid, "Detecting hidden messages using higher-order statistical models," in Proc. of the 5th Intl. Conf on Image Processing, vol. 2, 2002, pp. 905-908.
15. P. Vaidyanathan, "Quadrature mirror filter banks, m-band extensions and perfect reconstruction techniques," IEEE ASSP Magazine, pp. 4-20, jul 1987.
16. Y.Q. Shi et al., "Image Steganalysis based on moments of characteristic functions using wavelet decomposition, prediction-error image, and neural network," in ICME - Intl. Conf. Multimedia Expo, Jul 2005, pp. 268-272.
17. N. Provos and P. Honeyman, "Detecting steganographic content on the internet," University of Michigan, Tech. Rep. CITI 01-1a, 2001.
18. U. Maurer, "A universal statistical test for random bit generators," Journal of Cryptology, vol. 5, pp. 89-105, 1992.
19. C. Harris and M. Stephens, "A combined corner and edge detector," in Proc. of The 4th Alvey Vision Conf., 1988, pp. 147-151.
20. N. Cristianini and J. Shawe-Taylor, An Introduction to Support Vector Machines. Cambridge U. Press, 2000.
21. W. N. Venables and D. M. Smith, An introduction to R: a programming environment for data analysis and graphics. R Development Core Team, 2005.