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21 March 2005 Characterization of steganographic algorithms using software metrics
Chad Heitzenrater
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Proceedings Volume 5681, Security, Steganography, and Watermarking of Multimedia Contents VII; (2005) https://doi.org/10.1117/12.586423
Event: Electronic Imaging 2005, 2005, San Jose, California, United States
Abstract
The inclusion of data hiding techniques in everything from consumer electronics to military systems is becoming more commonplace. This has resulted in a growing interest in benchmarks for embedding algorithms, which until now has focused primarily on the theoretical and product oriented aspects of algorithms (such as PSNR) rather than the factors that are often imposed by the system (e.g., size, execution speed, complexity). This paper takes an initial look at these latter issues through the application of some simple and well known software engineering metrics: McCabe Complexity and Halstead Software Measures. This paper illustrates an approach that applies these metrics to create a hypothetical, language-independent representation of an algorithm, identifying the encapsulated, measurable components that compose that algorithm. This is the first step in developing a representation that will not only allow for comparison between disparate algorithms, but describe and define algorithms in such a way as to remove language and platform dependency. Bringing these concepts to their logical conclusion highlights how such an approach would provide existing benchmarking systems a more in-depth and fair analysis of algorithms in the context of systems as a whole, and decrease variability which affects the accuracy of the theoretical and product measures used today.
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Chad Heitzenrater "Characterization of steganographic algorithms using software metrics", Proc. SPIE 5681, Security, Steganography, and Watermarking of Multimedia Contents VII, (21 March 2005); https://doi.org/10.1117/12.586423
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KEYWORDS
Algorithm development
Algorithms
Data hiding
Data modeling
Software engineering
Computer security
Digital watermarking
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