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Most current steganalysis schemes are based on the Cachin's statistical undetectability. However, the lack of the statistical model for the natural images limits the performance of the current steganalyzers. In this paper, we propose a novel steganalyzer for JPEG images based on manifold learning, which overcomes the statistical steganalyzer's deficiencies. The feature extraction in this steganalyzer...
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