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An Information-Theoretic Approach to Steganography and Watermarking

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Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 1768))

Abstract

A theoretical model for steganography and digital watermarking is presented, which includes a stego encoder, a stego channel and a stego decoder. The first part states the basic steganographic and watermarking problems in terms of mutual information of the involved quantities such as the secret message, the stego message and the modified stego message. General lower bounds on the robustness-related mutual information are derived. In the second part, perfect steganography is considered and some new schemes are presented that achieve perfect secrecy and provide robustness against some attacks. In the last part, the robustness of some simplistic schemes is evaluated by tight lower bounds on the robustness-related mutual information. From these bounds, two criteria for robust embedding are derived.

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References

  1. Cachin, C.: An Information-Theoretic Model for Steganography. In: Proceeding of the Second Intern. Information Hiding Workshop, Portland, Oregon, USA, April 15 - 17 (1998)

    Google Scholar 

  2. Hernandez, J.R., Pérez-Gonzáles, F.: Throwing More Light on Image Watermarks. In: Proceeding of the Second Intern. Information Hiding Workshop, Portland, Oregon, USA, April 15 - 17 (1998)

    Google Scholar 

  3. Zöllner, J., Federrath, H., Klimant, H., Pfitzmann, A., Piotraschke, R., Westfeld, A., Wicke, G., Wolf, G.: Modeling the Security of Steganographic Systems. In: Proceeding of the Second Intern. Information Hiding Workshop, Portland, Oregon, USA, April 15 - 17 (1998)

    Google Scholar 

  4. Cox, I.J., Kilian, J., Leighton, T., Shamoon, T.: Secure spread spectrum watermarking for images, audio and video. In: IEEE Proc. Int. Conf. Image Processing, vol. 3, pp. 243–246 (1996)

    Google Scholar 

  5. Simmons, G.J.: The Prisoners’ Problem and the Subliminal Channel. In: Chaum, D. (ed.) Crypto 1983 Proc., pp. 51–67. Plenum Press, New York (1984)

    Google Scholar 

  6. Gallager, R.G.: Information Theory and Reliable Communication. Wiley & Sons, New York (1968)

    MATH  Google Scholar 

  7. Lin, S., Costello Jr., D.J.: Error Control Coding: Fundamentals and Applications. Prentice-Hall, New Jersey (1983)

    Google Scholar 

  8. Cover, T.M., Thomas, J.A.: Elements of Information Theory. Wiley, Chichester (1991)

    Book  MATH  Google Scholar 

  9. Shannon, C.: Communication Theory of Secrecy Systems. Bell System Technical Journal 28, 656–715 (1949)

    MATH  MathSciNet  Google Scholar 

  10. Slepian, D.: Permutation Modulation. Proc. of the IEEE  53(3), 228–236 (1965)

    Google Scholar 

  11. Welch, L.R.: Lower Bounds on the Maximum Cross Correlation of Signals. IEEE Trans. on Information Th.  IT-20, 397–399 (1974)

    Google Scholar 

  12. Podilchuk, C.I., Zeng, W.: Image-Adaptive Watermarking Using Visual Models. IEEE J. Selected Areas in Communications  16(4), 525–539 (1998)

    Google Scholar 

  13. Shiryayev, A.N.: Probability. In: GTM 1995. Springer, Heidelberg (1984)

    Google Scholar 

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© 2000 Springer-Verlag Berlin Heidelberg

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Mittelholzer, T. (2000). An Information-Theoretic Approach to Steganography and Watermarking. In: Pfitzmann, A. (eds) Information Hiding. IH 1999. Lecture Notes in Computer Science, vol 1768. Springer, Berlin, Heidelberg. https://doi.org/10.1007/10719724_1

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  • DOI: https://doi.org/10.1007/10719724_1

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-67182-4

  • Online ISBN: 978-3-540-46514-0

  • eBook Packages: Springer Book Archive

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