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MIDI音频的LSB匹配隐写分析方法 被引量:1

A Steganalysis Method of LSB Matching for MIDI Audio
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摘要 针对MIDI音频的LSB匹配隐写,提出一种基于力度平滑度转换率的隐写分析方法,原始MIDI音频力度分量分布不规则性强,载密后不规则性减弱,用力度分量平滑度转换率表征MIDI音频不规则性。通过实验训练转换率阈值并进行分类,鉴别MIDI音频是否载密。实验表明,当LSB匹配隐写嵌入容量超过10%时,所提出的方法有很好的检测效果。 In the paper,a method of steganalysis is proposed for MIDI audio by LSB Matching based on the rate of smoothness——of which the orginal audio is different from the audio with hidden message. Hidden message would reduce the smoothness of stego MIDI audio. A conversion rate threshold value is picked up by training a set of MIDI audio for distinguishing whether a MIDI audio is Embedded. Experiments show that,when embedded rate is more than 10%,steganalysis in MIDI audio by the proposed method could be of high correct decision rate.
出处 《信息安全与通信保密》 2010年第5期87-89,共3页 Information Security and Communications Privacy
基金 国家自然科学基金资助项目(批准号:60772032)
关键词 音乐设备数字接口 LSB匹配 隐写分析 力度平滑度 MIDI LSB matching steganalysis smoothness of velocity
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参考文献6

  • 1Alexander Adli, Zensho Nakao. Three Steganography Algorithms for MIDI Files[C]// Proceedings of the Fourth International Conference on Machine Learning and Cybernetics. Guangzhou: [s.n.], 2005: 18-21.
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二级参考文献6

  • 1[1]Altun O,Sharma G.Morphological steganalysis of audio singals and the principle of diminishing marginal distortions,ICASSP,2005,21-24.
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共引文献2

同被引文献7

  • 1周继军,陈钟.chi-square检测算法的特性分析研究[J].武汉大学学报(信息科学版),2006,31(4):371-374. 被引量:1
  • 2ALEXANDER A, ZENSHO N. Three Steganography Algorithms for MIDI Files[C]Guangzhou:[s.n.], 2005:18-21.
  • 3FRIDRICH J, GOLJAN M, RUI D. Reliable Detecting LSB Steganography in Color and Gray-scale Images[J]. IEEE Multimedia, Special Issue on Security, 2001,8(04): 22-28.
  • 4SORINA D, WU X L, WANG Z. Detection of LSB Steganography via Sample Pair Analysis[J]. IEEE Transactions on Signal Processing, 2003,51(07):1995-2007.
  • 5MIDI Database. Free MIDI File Database [DB/OL]. (2003-06-17) [2009-09-16]. http://www, mididb, com/.
  • 6LIN C J. LIBSVM-- A Library for Support Vector Machines[EB/OL]. (2009-Ol-19)[2009-04-15].http://www.csie. ntu. edu. tw/cjlin / libsvm/.
  • 7杨帆,郭立,徐雷,韩琼垒,高路.基于信息量估计法的MIDI音频隐写分析[J].通信技术,2010,43(1):86-88. 被引量:2

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