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3组隐写特征的互补性分析及其面向空域隐写的融合
Alternative Titleanalysis of complementarity among three sets of the features and their fusion for spatial steganography
张_"; 赵险峰; 黄炜; 盛任农
2012
SourceJournal of the Graduate School of the Academy of Sciences
ISSN1002-1175
Volume29Issue:2Pages:264-270
English Abstract针对空间域隐写,分析了小波特征函数统计矩、高阶统计特征和差值像素邻接矩阵3组重要隐写特征间的互补性,利用基于互信息准则和增强特征选择的方法进行特 征融合。分析和实验表明,3组特征间存在互补性,融合后能够得到更好的正确率。
Indexed Typecscd,cnki,wanfang,ei
AbstractIn view of spatial steganography,we discuss the complementarity among three sets of the features including statistical moments of wavelet characteristic functions,high-order statistics,and subtractive pixel adjacency matrix,and we use the mutual information criterion and boosting feature selection to fuse the features.Analytic and experimental results show that the complementarity does exist among the features and the fusion enhances accuracy of steganalysis.
KeywordFeature Selection Feature Fusion Spatial Steganography Steganalysis
Department张_", 中国科学院软件研究所, 信息安全国家重点实验室, 北京 100190, 中国. 赵险峰, 中国科学院软件研究所, 信息安全国家重点实验室, 北京 100190, 中国. 黄炜, 中国科学院软件研究所, 信息安全国家重点实验室, 北京 100190, 中国. 盛任农, 北京电子技术应用研究所, 北京 100091, 中国.
SubjectComputer Science
Language中文
Content Type期刊论文
URIhttp://ir.iscas.ac.cn/handle/311060/14716
Collection中国科学院软件研究所
Recommended Citation
GB/T 7714
张_",赵险峰,黄炜,等. 3组隐写特征的互补性分析及其面向空域隐写的融合[J]. Journal of the Graduate School of the Academy of Sciences,2012,29(2):264-270.
APA 张_",赵险峰,黄炜,&盛任农.(2012).3组隐写特征的互补性分析及其面向空域隐写的融合.Journal of the Graduate School of the Academy of Sciences,29(2),264-270.
MLA 张_",et al."3组隐写特征的互补性分析及其面向空域隐写的融合".Journal of the Graduate School of the Academy of Sciences 29.2(2012):264-270.
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