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Universal steganalysis method based on multi-domain features | |
Yan, Yan![]() ![]() | |
2013-05-01 | |
发表期刊 | Journal of Information and Computational Science
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ISSN | 15487741 |
卷号 | 10期号:7页码:2177-2185 |
摘要 | A new method of universal steganalysis for BMP images, which had low embedding rate and based on multi-domain features, is proposed in this paper. It provided a way to extract statistical features from multi-domain for universal steganalysis and solved the problem of low detection rate for a small amount of data embedding. Features were extracted from gradient energy differences in spatial domain, correlation coefficient in DCT domain, and the mean and standard deviation of difference value matrix in DWT domain. Experiments results show that detection achieved a better reliability when the embedding capacity is above 2 KB, compared with existing methods. © 2013 by Binary Information Press. |
关键词 | Algorithms Support vector machines Correlation coefficient Difference values Embedding capacity Embedding rates Mean and standard deviations Multi-domain features Statistical features Universal steganalysis |
DOI | 10.12733/jics20101693 |
收录类别 | EI |
语种 | 英语 |
出版者 | Binary Information Press, Flat F 8th Floor, Block 3, Tanner Garden, 18 Tanner Road, Hong Kong |
EI入藏号 | 20132316396475 |
EI主题词 | Mathematical techniques |
EI分类号 | 723 Computer Software, Data Handling and Applications - 921 Mathematics |
来源库 | Compendex |
分类代码 | 723 Computer Software, Data Handling and Applications - 921 Mathematics |
引用统计 | 无
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文献类型 | 期刊论文 |
条目标识符 | https://ir.lut.edu.cn/handle/2XXMBERH/112912 |
专题 | 计算机与通信学院 |
作者单位 | School of Computer and Communication, Lanzhou University of Technology, Lanzhou 730050, China |
第一作者单位 | 兰州理工大学 |
第一作者的第一单位 | 兰州理工大学 |
推荐引用方式 GB/T 7714 | Yan, Yan,Li, Liting,Zhang, Qiuyu. Universal steganalysis method based on multi-domain features[J]. Journal of Information and Computational Science,2013,10(7):2177-2185. |
APA | Yan, Yan,Li, Liting,&Zhang, Qiuyu.(2013).Universal steganalysis method based on multi-domain features.Journal of Information and Computational Science,10(7),2177-2185. |
MLA | Yan, Yan,et al."Universal steganalysis method based on multi-domain features".Journal of Information and Computational Science 10.7(2013):2177-2185. |
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