| 一种基于图像偏离度直方图的 LSB匹配隐写检测算法 |
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| 引用本文： | 李韬,平西建,李侃. 一种基于图像偏离度直方图的 LSB匹配隐写检测算法[J]. 信息工程大学学报, 2012, 13(2): 205-210 |
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| 作者姓名： | 李韬 平西建 李侃 |
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| 作者单位： | 1. 信息工程大学信息工程学院,河南郑州,450002
2. 西安通信学院,陕西西安,710106 |
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| 基金项目： | 国家自然科学基金资助项目（60970142） |
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| 摘 要： | LSB匹配采用±1修改模式,以使其LSB与待嵌入比特匹配,增强了隐写的安全性,对于它的检测是当前的热点、难点。提出一种基于图像局部统计一致性的隐写分析算法。偏离度的概念被引出来刻画临域像素的空间相关性,在偏离度直方图上提取了对隐写敏感的特征,并加以优化。实验结果表明：在未压缩高精度图像库上也具有良好的检测效果。
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| 关 键 词： | 信息隐藏 隐写分析 LSB匹配 偏离度直方图 |
Steganalysis of LSB Matching Based on Deviation Degree Histogram |
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| LI Tao,PING Xi-jian,LI Kan. Steganalysis of LSB Matching Based on Deviation Degree Histogram[J]. , 2012, 13(2): 205-210 |
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| Authors: | LI Tao PING Xi-jian LI Kan |
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| Affiliation: | 1.Institute of Information Engineering,Information Engineering University,Zhengzhou 450002,China; 2.Xi＇an Communication College,Xi＇an 710106,China) |
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| Abstract: | LSB matching steganography embeds information into the LSB of the cover by either adding or subtracting one when the LSB is not equal to the message bit.The security of information hiding is thus improved greatly.A new method concerning LSB matching based on the local stationary characteristics of images is proposed in this paper.Deviation degree is defined to reflect the correlation between the regional pixels.Some sensitive features are extracted from the Deviation Degree Histogram to build a two-class classifier.Experimental results demonstrate that the proposed method is efficient to the LSB matching steganography on uncompressed images and significantly outperforms prior arts. |
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| Keywords: | information hiding steganalysis LSB matching deviation degree histogram |
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