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The Optimal Equilibrium Capacity of Information Hiding Based on Game Theory
Abstract:Game theory could be used to analyze the conflicted issues in the field of information hiding. In this paper, 2-phase game can be used to build the embedder-attacker system to analyze the limits of hiding capacity of embedding algorithms: the embedder minimizes the expected damage and the attacker maximizes it. In the system, the embedder first consumes its resource to build embedded units (EU) and insert the secret information into EU. Then the attacker distributes its resource evenly to the attacked EU. The expected equilibrium damage, which is maximum damage in value from the point of view of the attacker and minimum from the embedder against the attacker, is evaluated by the case when the attacker attacks a subset from all the EU. Furthermore, the optimal equilibrium capacity of hiding information is calculated through the optimal number of EU with the embedded secret information. Finally, illustrative examples of the optimal equilibrium capacity are presented.
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1076530Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 1445
 Elias K., Saraju P. M., et al, Hardware assisted watermarking for multimedia, Computers and electrical engineering, vol.35, no.2, 2009, pp. 339-358.
 M. Fan, H. Wang, Chaos-based discrete fractional sine transform domain audio watermarking scheme, Computers and electrical engineering, vol. 35, no. 3, pp. 2009, 506-516.
 Hazem A. A., Allam O. A., Adaptive color image watermarking based on a modified improved pixel-wise masking technique, Computers and electrical engineering, vol. 35, no. 5, 2009, pp. 673-695.
 A. Kaneda, Y. Fujii et al, An Improvement of Robustness Against Physical Attacks and Equipment Independence in Information Hiding Based on the Artificial Fiber Pattern, 2010 International Conference on Availability, Reliability and Security, 2010, pp. 608-612.
 M. E. Andr'es, C. Palamidessi et al, Computing the Leakage of Information-Hiding Systems, Lecture Notes in Computer Science, Springer Berlin/Heidelberg, 2010, pp. 373-389.
 Cooperman M, Moskowitz S, Steganographic method and device, USA: patent, 1997.
 Q. Li, I. J. Cox, Using perceptual models to improve fidelity and provide resistance to valumetric scaling for quantization index modulation watermarking, IEEE transaction on information forensics and security, vol. 2 no. 2, 2007, pp. 127-139.
 L. M. Marvel, C. G. Boncelet Jr., C. T. Retter, Spread spectrum image steganography, IEEE Transaction on image processing, vol. 8, no. 8, 1999, pp. 1075-1083.
 W. Bender, D. Gruhl, N. Morimoto, Techniques for data hiding, Tech. Rep., MIT media Lab, 1994.
 S. Pereira, T. Pun, Fast robust template matching for affine resistant image watermarks, http://cuiwww.unige.ch/vision, 1999.
 T. Aura, Practical invisibility in digital communication. Springer Berlin/Heidelberg, 1996, pp. 265-278.
 G. Levitin, K. Hausken, Influence of attacker-s target recognition ability on defense strategy in homogeneous systems, Reliability Engineering and System Safety, vol. 95, 2010, pp. 565-572.
 G. Levitin, K. Hausken, Protection vs. redundancy in homogeneous parallel systems, Reliability Engineering and System Safety, vol. 93, 2008, pp. 1444-1451.
 G. Levitin, K. Hausken, Redundancy vs. protection in defending parallel systems against unintentional and intentional impacts, IEEE transactions on reliability, vol. 58, no. 4, 2009, pp. 679-690.
 F. Kahl, S. Agarwal et al, Practical global optimization for multiview geometry, Int J Comput Vis, vol. 79, no. 3, 2008, pp. 271-284.
 Hyv┬¿arinen, Fast and robust fixed-point algorithms for independent component analysis, IEEE Transactions on Neural Networks, vol. 10, no. 3, 1999, pp. 626-634.
 Skeperdas S, Contest success functions, Economic theory, 1996 90-283.
 Tullock G, Efficient rent-seeking, In: Buchnana JM, Tollison RD, Tullock G, editors, Toward a theory of the rent-seeking society, College station:Texas A&M university press, 1980, 97-112.
 Hausken K, Production and conflict models versus rent seeking models, Public choice 2005, 123:59-93.