Detection of ±1 LSB steganography based on the amplitude of histogram local extrema

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2008, Pages 1288-1291

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

^a UNIVERSITY OF SIENA   (Italy)

^b UNIVERSITY COLLEGE LONDON   (United Kingdom)

Author keywords

Steganalysis; Steganography

Indexed keywords

2-D HISTOGRAMS; AREA UNDER THE ROC CURVE; BORDER EFFECTS; CROSS VALIDATION; FISHER LINEAR DISCRIMINANT ANALYSIS; IMPROVED ALGORITHM; LOCAL EXTREMUM; LSB STEGANOGRAPHY; ORIGINAL ALGORITHMS; RECEIVER OPERATING CHARACTERISTIC CURVES; STATE-OF-THE-ART ALGORITHMS; STEGANALYSIS; STEGANOGRAPHY;

CRYPTOGRAPHY; DISCRIMINANT ANALYSIS; FACE RECOGNITION; IMAGING SYSTEMS;

ALGORITHMS;

EID: 69949122982     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2008.4711998     Document Type: Conference Paper

References (15)

1. G. J. Simmons, "The prisoners' problem and the subliminal channel," in Advances in Cryptology: Proceedings of CRYPTO'83. 1984, pp. 51-67, Plenum Pub Corp.
2. I. Cachin, "An information-theoretic model for steganography," in Proceedings of the 2nd International Workshop on Information Hiding, April 1998, vol. 1525 of LNCS, pp. 306-318.
3. J. Fridrich, M. Goljan, and D. Soukal, "Higher-order statistical steganalysis of palette images," in Security and Watermarking of Multimedia Contents V, January 2003, vol. 5020 of Proceedings of SPIE, pp. 178-190.
4. O. Dabeer, K. Sullivan, U. Madhow, S. Chandrasekaran, and B. S. Man-junath, "Detection of hiding in the least significant bit," IEEE Transactions on Signal Processing, vol. 52, no. 10, pp. 3046-3058, October 2004.
5. A. D. Ker, "A general framework for structural analysis of LSB replacement," in Proceedings of the 7th Information Hiding Workshop, June 2005, vol. 3727 of Lecture Notes in Computer Science, pp. 296-311.
6. J. Zhang, I. J. Cox, and G. Doërr, "Steganalysis for LSB matching in images with high-frequency noise," in Proceedings of the IEEE Work-shop on Multimedia Signal Processing, October 2007.
7. J. Harmsen and W. Pearlman, "Steganalysis of additive noise modelable information hiding," in Security and Watermarking of Multimedia Contents V, January 2003, vol. 5020 of Proceedings of SPIE, pp. 131-142.
8. R. O. Duda, P. E. Hart, and D. G. Stork, Pattern Classification, Wiley-Interscience, 2nd edition, 2001.
9. M. Goljan, J. Fridrich, and T. Holotyak, "New blind steganalysis and its implications," in Security, Steganography, and Watermarking of Multimedia Contents VIII, January 2006, vol. 6072 of Proceedings of SPIE, pp. 607201-1.
10. A. D. Ker, "Steganalysis of LSB matching in grayscale images," IEEE Signal Processing Letters, vol. 12, no. 6, pp. 441-444, June 2005.
11. G. Cancelli, G. Doërr, I. J. Cox, and M. Barni, "Comparing steganalyzers: A case study with ±1 steganography," IEEE Transactions on Information Forensics and Security, submitted for publication.
12. G. Doërr, "Image database for steganalysis studies," [online] http://www.adastral.ucl.ac.uk/gwendoer/steganalysis, (soon).
13. United States Department of Agriculture, "Natural resources conservation service photo gallery," [online] http://photogallery.nrcs. usda.gov, 2002.
14. Corel Corporation, "Corel stock photo library 3," Ontario, Canada.
15. T. Fawcett, "ROC graphs: Notes and practical considerations for researchers," Tech. Rep., HP Laboratories, March 2004.