An experimental study on the security performance of YASS

IEEE Transactions on Information Forensics and Security

Volumn 5, Issue 3, 2010, Pages 374-380

  Huang, Fangjun ^a,b   Huang, Jiwu ^b   Shi, Yun Qing ^a  

^a NEW JERSEY INSTITUTE OF TECHNOLOGY   (United States)

^b SUN YAT SEN UNIVERSITY   (China)

Author keywords

Security performance; steganographic; Yet Another Steganographic Scheme (YASS)

Indexed keywords

EXPERIMENTAL STUDIES; INPUT IMAGE; JPEG COMPRESSED IMAGES; SECURITY PERFORMANCE; STEGANOGRAPHIC; STEGANOGRAPHIC SCHEMES;

EID: 77955691327     PISSN: 15566013     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIFS.2010.2054082     Document Type: Article

References (24)

1. K. Solanki, A. Sarkar, and B. S. Manjunath, "YASS: Yet another steganographic scheme that resists blind steganalysis," in Proc. 9th Int. Workshop Information Hiding, 2007, pp. 16-31 [Online]. Available: http://vision.ece.ucsb.edu/data-hiding/resist-blind-steganalysis. shtml, LNCS 4567
2. S. Lyu and H. Farid, "Detecting hidden messages using higher-order statistics and support vector machines," in Proc. 5th Int. Workshop Information Hiding, 2002, pp. 340-354, LNCS 2578.
3. G. Xuan, Y. Q. Shi, J. Gao, D. Zou, C. Yang, Z. Zhang, P. Chai, C. Chen, and W. Chen, "Steganalysis based on multiple features formed by statistical moments of wavelet characteristic functions," in Proc. 7th Int. Workshop Information Hiding, 2005, pp. 262-277, LNCS 3727.
4. Y. Q. Shi, G. Xuan, D. Zou, J. Gao, C. Yang, Z. Zhang, P. Chai, W. Chen, and C. Chen, "Image steganalysis based on moments of characteristic functions using wavelet decomposition, prediction-error image, and neural network," in Proc. IEEE Int. Conf. Multimedia and Expro, Amsterdam, The Netherlands, 2005.
5. J. Fridrich, "Feature-based steganalysis for JPEG images and its implications for future design of steganographic schemes," in Proc. 6th Int. Workshop Information Hiding, 2004, pp. 67-81, LNCS 3200.
6. T. Pevny and J. Fridrich, "Merging Markov and DCT features for multiclass JPEG steganalysis," in Proc. SPIE Electronic Imaging, Security, Steganography, and Watermarking of Multimedia Contents IX, 2005, vol.6505, pp. 3.1-3.13.
7. N. Provos, "Defending against statistical steganalysis," in Proc. 10th USENIX Security Symp., Washington, DC, 2001.
8. A. Westfeld, "High capacity despite better steganalysis (F5-a steganographic algorithm)," in Proc. 4th Int. Workshop Information Hiding, 2001, pp. 289-302, LNCS 2137.
9. P. Sallee, "Model based methods for steganography and steganalysis," Int. J. Image Graphics, vol.5, no.1, pp. 167-190, 2005.
10. J. Kodovsky and J. Fridrich, "Influence of embedding strategies on security of steganographic methods in the JPEG domain," in Proc. SPIE Electronic Imaging, Security, Steganography, and Watermarking of Multimedia Contents X, San Jose, CA, Jan. 28-31, 2008.
11. B. Li, Y. Q. Shi, and J. Huang, "Steganalysis of YASS," in Proc. 10th ACM Workshop on Multimedia & Security (MMSEC), Oxford, U.K., Sep. 22-23, 2008.
12. A. Sarkar, K. Solanki, and B. S. Manjunath, "Further study on YASS: Steganography based on randomized embedding to resist blind steganalysis," in Proc. SPIE Electronic Imaging, Security, Steganography, and Watermarking of Multimedia Contents IX, 2008, vol.6819, pp. 17.1-17.11.
13. J. Kodovsky and J. Fridrich, "Calibration revisited," in Proc. ACMMultimedia and Security Workshop, Princeton, NJ, Sep. 7-8, 2009.
14. J. Kodovsky, T. Pevny, and J. Fridrich, "Modern steganalysis can detect YASS," in Proc. SPIE, Electronic Imaging, Media Forensics and Security XII, San Jose, CA, Jan. 17-21, 2010.
15. Y. Q. Shi, C. Chen, and W. Chen, "A Markov process based approach to effective attacking JPEG steganography," in Proc. 8th Int. Workshop Information Hiding, 2007, pp. 249-264, LNCS 4437.
16. C. Chen and Y. Q. Shi, "JPEG image steganalysis utilizing both intrablock and interblock correlations," in Proc. IEEE Int. Symp. Circuits and Systems, Seattle, WA, May 18-21, 2008.
17. K. Solanki, N. Jacobsen, U. Madhow, B. S. Manjunath, and S. Chandrasekaran, "Robust image-adaptive data hiding using erasure and error correction," IEEE Trans. Image Process., vol.13, no.12, pp. 1627-1639, Dec. 2004.
18. F. R. Kschischang, B. J. Frey, and H.-A. Loeliger, "Factor graphs and the sum-product algorithm," IEEE Trans. Inf. Theory, vol.47, no.2, pp. 498-519, Feb. 2001.
19. A. Sarkar, L. Nataraj, B. S. Manjunath, and U. Madhow, "Estimation of optimum coding redundancy and frequency domain analysis of attacks for YASS-A randomized block based hiding scheme," in Proc. IEEE Int. Conf. Image Processing, San Diego, CA, Oct. 12-15, 2008.
20. NRCS Photo Gallery [Online]. Available: http://photogallery.nrcs. usda.gov
21. CorelDraw Image CD [Online]. Available: http://www.corel.com
22. C.-C. Chang and C.-J. Lin, LIBSVM: A Library for Support Vector Machines 2001 [Online].Available: http://www.csie.ntu.edu.tw/~cjlin/ libsvm
23. Y. Kim, Z. Duric, and D. Richards, "Modified matrix encoding technique for minimal distortion steganography," in Proc. 8th Int.Workshop Information Hiding, 2007, pp. 314-327, LNCS 4437.
24. J. Fridrich, T. Pevny, and J. Kodovsky, "Statistically undetectable JPEG steganography: Dead ends, challenges, and opportunities," in Proc. ACM Workshop on Multimedia and Security, Dallas, TX, Sep. 20-21, 2007, pp. 3-14.