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Abstract:
Transductive support vector machine (TSVM) is a technology which starts with labeled samples and aims at recognizing and classifying the given unlabeled samples. In this paper, the feasibility of applying TSVM to universal image steganalysis was analyzed, and a universal steganalysis method for Gif image based on TSVM were proposed and implemented. The experimental results shown that, in the condition of few labeled samples and massive unlabeled samples, this method can achieves the approximate detecting effect of old method based on traditional inductive support vector machines. Thus, the model of universal steganalysis for Gif image based on TSVM is more practical.
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Journal of Beijing Jiaotong University
ISSN: 1673-0291
CN: 11-5258/U
Year: 2009
Issue: 2
Volume: 33
Page: 122-126
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ESI Highly Cited Papers on the List: 0 Unfold All
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30 Days PV: 0
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