A comparative study of ±1 steganalyzers

Proceedings of the 2008 IEEE 10th Workshop on Multimedia Signal Processing, MMSP 2008

Volumn , Issue , 2008, Pages 791-796

  Cancelli, Giacomo ^a   Doërr, Gwenaël ^b   Barni, Mauro ^a   Cox, Ingemar J ^b  

^a UNIVERSITY OF SIENA   (Italy)

^b UNIVERSITY COLLEGE LONDON   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

CRYPTOGRAPHY; DATABASE SYSTEMS; SIGNAL PROCESSING; TECHNICAL PRESENTATIONS;

COMPARATIVE STUDIES; EMBEDDING RATES; IMAGE DATABASES; POOR PERFORMANCES; RELATIVE PERFORMANCES; STEGANALYSIS; STEGANOGRAPHY; TEST RESULTS; TRAINING AND TESTING;

EXPERIMENTS;

EID: 58049131290     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MMSP.2008.4665182     Document Type: Conference Paper

References (11)

1. G. J. Simmons, "The prisoners' problem and the subliminal channel," in Advances in Cryptology: Proceedings of CRYPTO'83. Plenum Pub Corp, 1984, pp. 51-67.
2. M. Goljan, J. Fridrich, and T. Holotyak, "New blind steganalysis and its implications," in Security, Steganography, and Watermarking of Multimedia Contents VIII, ser. Proceedings of SPIE, vol. 6072, January 2006, pp. 607 201-1.
3. J. Harmsen and W. Pearlman, "Steganalysis of additive noise modelable information hiding," in Security and Watermarking of Multimedia Contents V, ser. Proceedings of SPIE, vol. 5020, January 2003, pp. 131-142.
4. A. D. Ker, "Steganalysis of LSB matching in grayscale images," IEEE Signal Processing Letters, vol. 12, no. 6, pp. 441-444, June 2005.
5. J. Zhang, I. J. Cox, and G. Doërr, "Steganalysis for LSB matching in images with high-frequency noise," in Proceedings of the IEEE Workshop on Multimedia Signal Processing, October 2007, pp. 385-388.
6. G. Cancelli, I. J. Cox, and G. Doërr, "Improved LSB matching steganalysis based on the amplitude of local extrema," in IEEE International Conference on Image Processing, October 2008.
7. G. Doërr. (2007) Image database for steganalysis studies. [Online]. Available: http://www.adastral.ucl.ac.uk/ gwendoer/steganalysis
8. United States Department of Agriculture. (2002) Natural resources conservation service photo gallery. [Online]. Available: http://photogallery. nrcs.usda.gov
9. Corel Corporation, "Corel stock photo library 3," Ontario, Canada.
10. R. O. Duda, P. E. Hart, and D. G. Stork, Pattern Classification, 2nd ed. Wiley-Interscience, 2001.
11. T. Fawcett, "ROC graphs: Notes and practical considerations for researchers,"HP Laboratories, Tech. Rep., March 2004.