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Proceedings Article

Mathematical approach to steganalysis

[+] Author Affiliations
Rajarathnam Chandramouli

Stevens Institute of Technology (USA)

Proc. SPIE 4675, Security and Watermarking of Multimedia Contents IV, 14 (April 29, 2002); doi:10.1117/12.465273
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From Conference Volume 4675

  • Security and Watermarking of Multimedia Contents IV
  • Edward J. Delp III; Ping W. Wong
  • San Jose, CA | January 19, 2002

abstract

A mathematical approach to steganalysis is presented in this paper with linear steganography being the main focus. A mathematically formal definition of steganalysis is given followed by definitions for passive and active steganalysis. The steganalysis problem is formulated as blind system identification and conditions for identifiability (successful steganalysis) are derived. A procedure to systematically exploit any available spatial and temporal diversity information for efficient steganalysis is also discussed. Experimental results are given for steganalysis of Gaussian distributed, spread spectrum image steganography and watermarking. The proposed technique is observed to produce impressive results for a variety of performance measures. Based on the results we conclude that a common belief, namely, spread spectrum steganography/watermarking is secure because of the low strength, noise-like message carrier is not valid anymore within the current context. Therefore, new questions regarding steganography security that differ from the standard information theoretic notion are raised and some answers are provided.

© (2002) COPYRIGHT SPIE--The International Society for Optical Engineering. Downloading of the abstract is permitted for personal use only.
Citation

Rajarathnam Chandramouli
"Mathematical approach to steganalysis", Proc. SPIE 4675, Security and Watermarking of Multimedia Contents IV, 14 (April 29, 2002); doi:10.1117/12.465273; http://dx.doi.org/10.1117/12.465273


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