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基于模型的信息隐藏检测研究 被引量:3

Model-based Steganalysis
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摘要 提出一种模型的信息隐藏检测方法,这种方法是对要分析的图像建立一个统计特征模型,而信息隐藏将改变该特征,那么将能检测到信息隐藏。对JSteg和QIM两种信息隐藏为例,通过对系数进行建模,估计出原始图像系数分布,然后将其与实际图像系数分布进行比较,可以很方便的检测出图像是否隐藏了信息,并且估计出隐藏的信息量。试验证明,该方法非常有效。 To consider a new method for performing steganalysis using a statistical model of the cover medium. Using model based methodology, examples of detecting secret message and estimating the secret message length of bit_streams embedded using JSteg_like steganography and quantization index modulation are proposed. This steganalysis technique is based on the model of statistical distribution of quantized DCT coefficients. The histogram of cover image and 'shrinkage histogram' are estimated from stego image using the statistical model. Then the secret message is detected and the secret message length is estimated. The methodology described in this paper is a framework which can also be applied to virtually any type of media such as JPEG2000 file format embedding.
出处 《中山大学学报(自然科学版)》 CAS CSCD 北大核心 2004年第A02期184-187,191,共5页 Acta Scientiarum Naturalium Universitatis Sunyatseni
基金 国家863计划资助项目(2003AA144080) 国家自然科学基金资助项目(60172054 60121302 60335010)
关键词 信息隐藏 信息隐藏检测 DCT QIM steganalysis DCT QIM
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参考文献10

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同被引文献22

  • 1钟莉萍,李君,陈文庆.数字水印综述[J].湛江师范学院学报,2004,25(3):110-113. 被引量:4
  • 2陈波,谭运猛,吴世忠.信息隐藏技术综述[J].计算机与数字工程,2005,33(2):21-23. 被引量:38
  • 3常江.数字多媒体信息隐藏技术的算法综述及其在数字水印中的应用[J].太原师范学院学报(自然科学版),2003,2(3):25-28. 被引量:3
  • 4杨成,杨义先.基于随机性统计特征的隐密分析研究[J].计算机工程与应用,2005,41(9):4-8. 被引量:2
  • 5左伟明,秦姣华.信息隐藏技术研究[J].湖南城市学院学报(自然科学版),2005,14(1):65-68. 被引量:8
  • 6胡岚,周琳娜,郭云彪.信息隐藏分析与攻击[C].北京电子应用研究所主编,信息隐藏全国学术研讨会论文集,北京:机械工业出版社,2002.34-41.
  • 7Lin Guo-Shiang,Lie Wen-Nung.A study on detecting image hiding by feature analysis[C].The 2001 IEEE International Symposium on Circuits and Systems,2001,(2).149-152.
  • 8Avcibas I,Memon N,Sankur B.Image steganalysis with binary similarity measures[C].Proc of International Conference on Image Processing,2002,(3).645-648.
  • 9杨玉斌,钱思进.针对网络信息隐藏的攻击[C].北京电子应用研究所主编,信息隐藏全国学术研讨会论文集,北京:机械工业出版社,2002.97-101.
  • 10Avcibas I,Memon N,Sankur B.Steganalysis using image quality metrics.IEEE Transactions on Image Processing,2003,12(2):221 - 229.

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