KL-sense secure image steganography

International Journal of Security and Networks

Volumn 6, Issue 4, 2011, Pages 211-225

  Luo, Guoqi ^a   Subbalakshmi, K P ^a  

^a Stevens Institute of Technology   (United States)

Author keywords

Conditional entropy; Data hiding; Kullback Liebler divergence; Markov chain; Steganography

Indexed keywords

EMBEDDINGS; ENTROPY; HIGHER ORDER STATISTICS; MARKOV PROCESSES;

COMPUTATIONALLY EFFICIENT; CONDITIONAL ENTROPY; DATA HIDING; KULLBACK-LIEBLER DIVERGENCES; PRACTICAL STEGANALYSIS; SECOND ORDER STATISTICS; STATISTICAL PROPERTIES; UNIVERSAL STEGANALYSIS;

STEGANOGRAPHY;

EID: 84857206460     PISSN: 17478405     EISSN: 17478413     Source Type: Journal    
DOI: 10.1504/IJSN.2011.045229     Document Type: Article

References (32)

1. Amin, P.K., Liu, N. and Subbalakshmi, K.P. (2005) 'Statistically secure digital image data hiding', IEEE 7th Workshop on Multimedia Signal Processing, pp.1-4.
2. Avcibas, I., Memon, N. and Sankur, B. (2003) 'Steganalysis using image quality metrics', IEEE Transactions on Image Processing, Vol. 12, No. 2, pp.221-229.
3. Cachin, C. (2004) 'An information-theoretic model for steganography', Information and Computation, Vol. 192, No. 1, pp.41-56.
4. Chandramouli, R. and Memon, N. (2001) 'Analysis of LSB based image steganography techniques', Proc. IEEE International Conference on Image Processing, Vol. 3, No. 3, pp.1019-1022. (Pubitemid 33058162)
5. Chandramouli, R., Kharrazi, M. and Memon, N. (2003) 'Image steganography and Steganalysis: Concepts and Practice', Proc. SPIE Security and Watermarking of Multimedia Contents, Special session on Steganalysis, pp.35-49. (Pubitemid 38334541)
6. Chang, C-C. and Lin, C-J. (2001) LIBSVM: A Library for Support Vector Machines, Available at http://www.csie.ntu.edu.tw/cjlin/libsvm
7. Chen, B. and Wornell, G.W. (2001) 'Quantization index modulation: a class of provably good methods for digital watermarking and information embedding', IEEE Transactions on Information Theory, pp.1423-1443. (Pubitemid 32508483)
8. Christopher, B.J.C. (1998) 'A tutorial on support vector machines for pattern recognition', Data Mining and Knowledge Discovery, Vol. 2, pp.121-167.
9. Dumitrescu, S., Wu, X. and Wang, Z. (2003) 'Detection of LSB steganography via sample pair analysis', IEEE Transactions on Signal Processing, Vol. 51, No. 7, pp.1995-2007.
10. Filler, T. Ker, A.D. and Fridrich, J. (2009) 'The square root law of steganographic capacity for markov covers', Proc. SPIE, Electronic Imaging, Media Forensics and Security XI, Vol. 7254, No. 8, pp.1-11.
11. Fridrich, J., Pevný, T. and Kodovský, J. (2007) 'Statistically undetectable JPEG steganography: dead ends, challenges, and opportunities', Proc. ACM, pp.3-14. (Pubitemid 351203799)
12. Goteti, A.K. and Moulin, P. (2007) 'QIM watermarking games', Proc. International Conference on Image Processing, Vol. 2, pp.717-720. (Pubitemid 40820134)
13. Harmsen, J.J. and Pearlman, W.A. (2003) 'Steganalysis of additive noise modelable information hiding', Proc. SPIE Electronic Imaging, pp.21-24.
14. Johnson, N.F. and Jajodia, S. (1998) 'Exploring steganography: seeing the unseen', Signal Processing Laboratory (EPLF), IEEE Computer, Vol. 31, No. 2, pp.26-34. (Pubitemid 128555329)
15. Johnson, N.F. and Jajodia, S. (2000) 'A survey of steganographic techniques', Information Hiding, pp.43-78.
16. Ker, A.D. (2005) 'A general framework for the structural steganalysis of LSB replacement', Proc. 7th Information Hiding Workshop, Vol. LNCS 3727, pp.296-311.
17. Liu, N., Amin, P. and Subbalakshmi, K.P. (2007) 'Joint security and robustness enhancement for quantization based data embedding', IEEE Transactions on Circuits and Systems for Video Technology, Vol. 9, No. 3, pp.466-474. (Pubitemid 46486584)
18. Lyu, S. and Farid, H. (2006) 'Steganalysis using higherorder image statistics', IEEE Transactions on Information Forensics and Security, Vol. 1, No. 1, pp.111-119.
19. Malik, H., Subbalakshmi, K.P. and Chandramouli, R. (2008) 'Nonparametric steganalysis of qim data hiding using approximate entropy', Proc. of IS&T/SPIE Security, Steganography, and Watermarking of Multimedia Content X, Vol. 6819, pp.1-12.
20. Merhav, N. (2006) 'On joint coding for watermarking and encryption', IEEE Transactions on Information Theory, Vol. 52, No. 1, pp.190-205. (Pubitemid 43263127)
21. Pincus, S.M. (1991) 'Approximate entropy as a measure of system complexity', Proc. of the National Academy of Sciences of the United States of America, Vol. 88, No. 6, pp.2397-2301.
22. Provos, N. and Honeyman, P. (1998) 'Hide and seek: an introduction to steganography', IEEE Security and Privacy Mag., Vol. 1, No. 3, pp.32-44.
23. Qiao, L. and Cox, I.J. (2007) 'Using perceptual models to improve fidelity and provide resistance to valumetric scaling for quantization index modulation watermarking', IEEE Transactions on Information Forensics and Security, Vol. 2, No. 2, pp.127-139.
24. Sayood, K. (2000) Introduction to Data Compression, 2nd ed., Morgan Kaufmann, San Francisco, CA, USA.
25. Schaefer, G. and Stich, M. (2003), UCID - An Uncompressed Colour Image Database, http://vision.cs.aston.ac.uk/datasets/UCID/ucid.html, Technical Report, School of Computing and Mathematics, Nottingham Trent University, UK.
26. Solanki, K., Sullivan, K., Madhow, U., Manjunath, B.S. and Chandrasekaran, S. (2005) 'Statistical restoration for robust and secure steganography', Proc. IEEE International Conference on Image Processing, Sep., Genova, Italy.
27. Sullivan, K., Madhow, U., Chandrasekaran, S. and Manjunath, B.S. (2006) 'Steganalysis for Markov cover data with applications to images', IEEE Transactions on Information Forensics and Security, Vol. 1, No. 2, pp.275-287. (Pubitemid 43824636)
28. Trivedi, S. and Chandramouli, R. (2005) 'Secret key estimation in sequential steganography', IEEE Transaction on signal processing, Vol. 53, No. 2, pp.746-757. (Pubitemid 40181768)
29. Wang, Y. and Moulin, P. (2008) 'Perfectly secure steganography: capacity, error exponents, and code constructions', IEEE Transactions on Information Theory, Vol. 54, No. 6, pp.2706-2722.
30. Westfeld, A. and Pfitzmann, A. (1998) 'Attacks on Steganographic systems', Lecture Notes in Computer Science, pp.61-75.
31. Wu, M. (2003) 'Joint security and robustness enhancement for quantization based data embedding', IEEE Transactions on Circuits and Systems for Video Technology, Vol. 13, No. 8, pp.831-841.
32. Yamamoto, H. (1997) 'Rate-distortion theory for the Shannon cipher system', IEEE Transactions on Information Theory, Vol. 43, No. 3, pp.827-835. (Pubitemid 127828006)