Universal steganalysis method based on multi-domain features

doi:10.12733/jics20101693

IR > 计算机与通信学院

	Universal steganalysis method based on multi-domain features
	Yan, Yan; Li, Liting; Zhang, Qiuyu
	2013-05-01
发表期刊	Journal of Information and Computational Science
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
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.