Multivariate gaussian model for designing additive distortion for steganography

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2013, Pages 2949-2953

  Fridrich, Jessica ^a   Kodovsky, Jan ^a  

^a BINGHAMTON UNIVERSITY   (United States)

Author keywords

additive distortion function; multivariate Gaussian cover; steganalysis; Steganography; syndrome trellis codes

Indexed keywords

ADDITIVE DISTORTION; EMBEDDING PROBLEMS; GAUSSIANS; MULTIVARIATE GAUSSIAN MODELS; RATE-DISTORTION BOUNDS; STATE-OF-THE-ART METHODS; STEGANALYSIS; SYNDROME-TRELLIS CODES;

COSTS; DIGITAL STORAGE; SIGNAL PROCESSING;

STEGANOGRAPHY;

EID: 84889632364     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2013.6638198     Document Type: Conference Paper

References (19)

1. J. Fridrich, Steganography in Digital Media: Principles, Algorithms, and Applications, Cambridge University Press, 2009.
2. N. Provos, "Defending against statistical steganalysis," in 10th USENIX Security Symposium, Washington, DC, August 13-17, 2001, pp. 323-335.
3. P. Sallee, "Model-based methods for steganography and steganalysis," International Journal of Image Graphics, vol. 5, no. 1, pp. 167-190, 2005.
4. E. Franz, "Embedding considering dependencies between pixels," in Proceedings SPIE, Electronic Imaging, Security, Forensics, Steganography, and Watermarking of Multimedia Contents X, E. J. Delp, P. W. Wong, J. Dittmann, and N. D.Memon, Eds., San Jose, CA, January 27-31, 2008, vol. 6819, pp. D 1-12.
5. T. Pevný, T. Filler, and P. Bas, "Using high-dimensional image models to perform highly undetectable steganography," in Information Hiding, 12th International Conference, R. Böhme and R. Safavi-Naini, Eds., Calgary, Canada, June 28-30, 2010, vol. 6387 of Lecture Notes in Computer Science, pp. 161-177, Springer-Verlag, New York.
6. C. Wang and J. Ni, "An efficient JPEG steganographic scheme based on the block-entropy of DCT coefficents," in Proc. of IEEE ICASSP, Kyoto, Japan, March 25-30, 2012.
7. V. Sachnev, H. J. Kim, and R. Zhang, "Less detectable JPEG steganography method based on heuristic optimization and BCH syndrome coding," in Proceedings of the 11th ACM Multimedia & Security Workshop, J. Dittmann, S. Craver, and J. Fridrich, Eds., Princeton, NJ, September 7-8, 2009, pp. 131-140.
8. C. E. Shannon, "Coding theorems for a discrete source with a fidelity criterion," IRE Nat. Conv. Rec., vol. 4, pp. 142-163, 1959.
9. T. Filler, J. Judas, and J. Fridrich, "Minimizing additive distortion in steganography using syndrome-trellis codes," IEEE Transactions on Information Forensics and Security, vol. 6, no. 3, pp. 920-935, September 2011.
10. T. Filler and J. Fridrich, "Gibbs construction in steganography," IEEE Transactions on Information Forensics and Security, vol. 5, no. 4, pp. 705-720, 2010.
11. T. Filler and J. Fridrich, "Design of adaptive steganographic schemes for digital images," in Proceedings SPIE, Electronic Imaging, Media Watermarking, Security and Forensics of Multimedia XIII, A. Alattar, N. D. Memon, E. J. Delp, and J. Dittmann, Eds., San Francisco, CA, January 23-26, 2011, vol. 7880, pp. OF 1-14.
12. J. Kodovský, J. Fridrich, and V. Holub, "On dangers of overtraining steganography to incomplete cover model," in Proceedings of the 13th ACM Multimedia & Security Workshop, J. Dittmann, S. Craver, and C. Heitzenrater, Eds., Niagara Falls, NY, September 29-30, 2011, pp. 69-76.
13. J. Fridrich and J. Kodovský, "Rich models for steganalysis of digital images," IEEE Transactions on Information Forensics and Security, vol. 7, no. 3, pp. 868-882, June 2011.
14. J. Kodovský and J. Fridrich, "Steganalysis of JPEG images using rich models," in Proceedings SPIE, Electronic Imaging, Media Watermarking, Security, and Forensics of Multimedia XIV, A. Alattar, N. D. Memon, and E. J. Delp, Eds., San Francisco, CA, January 23-26, 2012, vol. 8303, pp. 0A-1-0A-13.
15. R. Cogranne, C. Zitzmann, L. Fillantre, F. Retraint, I. Nikiforov, and P. Cornu, "A cover image model for reliable steganalysis," in Information Hiding, 13th International Conference, T. Filler, T. Pevný, A. Ker, and S. Craver, Eds., Prague, Czech Republic, May 18-20, 2011, vol. 6958 of Lecture Notes in Computer Science, pp. 178-192.
16. T. Filler and J. Fridrich, "Fisher information determines capacity of-secure steganography," in Information Hiding, 11th InternationalConference, S. Katzenbeisser and A.-R. Sadeghi, Eds., Darmstadt, Germany, June 7-10, 2009, vol. 5806 of Lecture Notes in Computer Science, pp. 31-47, Springer-Verlag, New York.
17. A. D. Ker, "Estimating steganographic fisher information in real images," in Information Hiding, 11th International Conference, S. Katzenbeisser and A.-R. Sadeghi, Eds., Darmstadt, Germany, June 7-10, 2009, vol. 5806 of Lecture Notes in Computer Science, pp. 73-88, Springer-Verlag, New York.
18. J. Kodovský, J. Fridrich, and V. Holub, "Ensemble classifiers for steganalysis of digital media," IEEE Transactions on Information Forensics and Security, vol. 7, no. 2, pp. 432-444, 2012.
19. T. Filler, T. Pevný, and P. Bas, "BOSS (Break Our Steganography System)," http://www.agents.cz/boss, July 2010.