Exploiting Preserved Statistics for Steganalysis

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Abstract

We introduce a steganalytic method which takes advantage of statistics that were preserved to prevent the chi-square attack. We show that preserving statistics by skipping certain groups of pixels - apart from reducing the maximum payload - does not diminish the ability to recognise steganographic modifications. The effect is quite reverse: The new detection method works more reliably than the chi-square attack, if the same message was embedded by overwriting least significant bits and straddled over the whole image. © Springer-Verlag 2004.

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Böhme, R., & Westfeld, A. (2004). Exploiting Preserved Statistics for Steganalysis. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 3200, 82–96. https://doi.org/10.1007/978-3-540-30114-1_7

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