《计算机应用研究》|Application Research of Computers

应用共生矩阵特征的改进自适应JPEG隐写

Improved adaptive steganographic algorithm for JPEG images based on co-occurrence matrix feature

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作者 凌轶华,蔡晓霞,陈红
机构 电子工程学院,合肥 230037
统计 摘要被查看 次,已被下载
文章编号 1001-3695(2014)11-3490-04
DOI 10.3969/j.issn.1001-3695.2014.11.066
摘要 针对传统图像隐写算法抵抗通用盲检测能力不足的问题,提出一种基于共生矩阵特征的自适应JPEG隐写算法。该算法在分析图像直方图特征和分块效应特征的基础上,引入能够反映共生矩阵特征的块间系数相关性设计了失真函数,并结合网格码(STC)完成秘密信息的嵌入。实验结果表明,面对三种通用隐写检测算法,算法较以往隐写算法具有更强的安全性和抗检测普适性。
关键词 自适应隐写;JPEG图像;通用盲检测;网格码;失真函数
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本文URL http://www.arocmag.com/article/01-2014-11-066.html
英文标题 Improved adaptive steganographic algorithm for JPEG images based on co-occurrence matrix feature
作者英文名 LING Yi-hua, CAI Xiao-xia, CHEN Hong
机构英文名 Electronic Engineering Institute, Hefei 230037, China
英文摘要 Aiming to the weakness of resisting universal blind detection for traditional steganographies, this paper proposed an adaptive steganographic algorithm for JPEG images based on co-occurrence matrix feature.According to the analysis of histogram and blocking effect features extracted from image, this paper designed a distortion function by using correlation of inter-block coefficients which could reflects co-occurrence matrix feature.And then completed embedding based on syndrome trellis codes(STC).Faced with three universal blind detections, experimental results demonstrate the superior performance of the proposed ternary embedding method in terms of security and adaptability of resisting various steganalyzers.
英文关键词 adaptive steganography; JPEG image; universal blind detection; syndrome-trellis codes; distortion function
参考文献 查看稿件参考文献
  [1] FRIDRICH J, FILLER T. Practical methods for minimizing embedding impact in steganography[C] //Proc of SPIE. [S. l. ] :SPIE Press, 2007:3-4.
[2] FRIDRICH J, GOLJAN M, SOUKAL D. Perturbed quantization steganography[J] . ACM Multimedia and Security Journal, 2005, 11(2):98-107.
[3] FRIDRICH J, PEVNY T, KODOVSKY J. Statistically undetectable JPEG steganography:dead ends challenges, and opportunities[C] //Proc of the 9th ACM Workshop on Multimedia & Security Workshop. New York:ACM Press, 2007:3-14.
[4] KIM Y, DURIC Z, RICHARDS D. Modified matrix encoding technique for minimal distortion steganography[C] //Proc of the 8th International Conference on Information Hiding. Berlin:Springer-Verlag, 2006:314-327.
[5] SACHNEV V, KIM J H, ZHANG R. Less detectable JPEG steganography method based on heuristic optimization and BCH syndrome coding[C] //Proc of the 11th ACM Multimedia & Security Workshop. New York:ACM Press, 2009:131-140.
[6] FILLER T, JUDAS J, FRIDRICH J. Minimizing embedding impact in steganography using trellis-coded quantization[C] //Proc of SPIE, Electronic Imaging, Media Forensics and Security Ⅻ. [S. l. ] :SPIE Press, 2010.
[7] FILLER T, FRIDRICH J. Design of adaptive steganographic schemes for digital images[C] //Proc of SPIE Electronic Imaging, Media Watermarking, Security, and Forensics . [S. l. ] :SPIE Press, 2011.
[8] KODOVSKY J, FRIDRICH J. Calibration revisited[C] //Proc of the 11th ACM Multimedia & Security Workshop. New York:ACM Press, 2009:63-74.
[9] KODOVSKY J, FRIDRICH J, HOLUB V. On dangers of overtraining steganography to incomplete cover model[C] //Proc of the 13th ACM Multimedia & Security Workshop. New York:ACM Press, 2011:69-76.
[10] 程森, 张卫民, 包震坤, 等. 基于DCT系数大小关系的自适应JPEG隐写[J] . 武汉大学学报:理学版, 2012, 58(6):545-550.
[11] FILLER T, JUDAS J, FRIDRICH J. Minimizing additive distortion in steganography using syndrome-trellis codes[J] . IEEE Trans on Information Forensics and Security, 2010, 6(3):920-935.
[12] FILLER T, PEVNY T, BAS P. BOSS(break our steganography system)[EB/OL] . (2010-07). [2013-10] . http://www. agents. cz/boss.
[13] CHEN Chun-hua, SHI Yun-qing. JPEG image steganalysis utilizing both intrablock and interblock correlations[C] //Proc of IEEE International Symposium on Circuits and Systems. 2008:3029-3030.
[14] KODOVSKY J, FRIDRICH J, HOLUB V. Ensemble classifiers for steganalysis of digital media[J] . IEEE Trans on Information Forensics and Security, 2012, 7(2):432-444.
收稿日期 2013/11/9
修回日期 2013/12/30
页码 3490-3493
中图分类号 TP309.2
文献标志码 A