期刊文献+

基于失真测度的直接扩频音频隐写分析 被引量:1

Audio steganalysis of DSSS based on audio distortion measures
在线阅读 下载PDF
导出
摘要 在利用失真测度来描述隐写引起的音频失真时,发现对同一原始音频进行多次直接序列扩频隐写过程中,第一次隐写引起的失真最为剧烈.从直接扩频隐写的原理出发,提出了从待检测音频提取相应失真测度作为特征向量,并利用支持向量机进行分类的隐写分析方法.该方法不需要对原始音频进行估计.实验证明,本方法具有令人满意的性能,对不同嵌入强度也同样有效,同时对嵌入容量的干扰提出2种改善策略. Given the observation under repeated embedding,the audio distortion is the fiercest for the very first time and drops significantly subsequently,a steganalysis method of DSSS(Direct Sequence Spread Spectrum)was proposed,which is implemented by support vector machine(SVM)as a classifier,using various distortion measures sensitive to DSSS stego-method as features,avoiding estimation of the original signal.The experiment results verify that the proposed method can detect the DSSS embedding effectively and can also work with different embedding strength,and two methods of detection with different embedding capacities were suggested.
出处 《中国科学院研究生院学报》 CAS CSCD 2008年第2期251-256,共6页 Journal of the Graduate School of the Chinese Academy of Sciences
关键词 音频信号处理 隐写分析 直接扩频隐写 失真测度 支持向量机 audio signal processing,steganalysis,DSSS,distortion measures,support vector machine
  • 相关文献

参考文献12

  • 1Simmons GJ. Prisoner's problem and the subliminal channel. In: Proc CRYPTO'83. 1984. 51 - 67
  • 2Ozer H, Avcibas I, Sankur B, et al. Steganalysis of audio based on audio quality metrics. In: Proc SPIE-IS&T Electronic Imaging. 2003. 5020: 55 - 66
  • 3汝学民,庄越挺,吴飞.基于隐写工具的自相关特性进行音频隐写分析[J].通信学报,2006,27(4):101-106. 被引量:2
  • 4Kirovski D, Malvar HS. Spread-spectrum watermarking of audio signals. IEEE Trans on Signal Processing, 2003, 51 (4): 1020 - 1033
  • 5Cheng S, Yu H, Xiong ZX. Enhanced spread spectrum watermarking of MPEG-2 AAC. In: Proc ICASSP'02, 2002. 3728 - 3731
  • 6Altun O,Shanna G, Celik M, et al. Morphological steganalysis of audio signals and the principle of diminishing marginal distortions. In: Proc ICASSP'05. 2005. 21 - 24
  • 7Avcibas I. Audio steganalysis with content-independent distortion measures. Signal Processing Letters, IEEE, 2006,13 (2) : 92 - 95
  • 8Itakura F. Minimum prediction residual principle applied to speech recognition. IEEE Trans Acoust, Speech and Signal Processing, 1975, ASSP- 23 ( 1 ) : 67 - 72
  • 9Avcibas I, Sankur B, Sayood K. Statistical evaluation of image quality metrics. Journal of Electronic Imaging, 2002, 11(2) : 206 - 223
  • 10Klatt DH. A digital filter bank for spectral matching. In: Proc 1976 IEEE ICASSP. I976. 573 - 576

二级参考文献20

  • 1PETITCOLAS FAP,ANDERSON R J,KUHN M G Information hiding-a survey[A].Proc of the IEEE[C].1999.1062-1078.
  • 2NEDELJKO C.Algorithms for Audio Watermarking and Steganography[D].OULU Finland:Oulu University Press,2004.40-50.
  • 3PAL S K,SAXENA P K,MUTrOO S K.The future of audio steganography[A].Pacific Rim Workshop on Digital Steganography(STEG'02)[C].2002.1-10.
  • 4KIM Y S,KIM Y M,CHOI J Y,et al.Information hiding system stegoWaveK for improving capacity[A].ISPA[C].LNCS 2745,2003.423-436.
  • 5JOHNSON M K,LYU S,FARID H.Steganalysis in recorded speech[A].Proceedings of SPIE,Security,Steganography,and Watermarking of Multimedia Contents Ⅶ[C].San Jose,CA,US,2005.664-672.
  • 6FARID H.Detecting hidden messages using higher-order statistical models[A].International Conference on Image Processing[C].2002.905-908.
  • 7BOHME R,WESTFELD A.Statistical characterization of MP3 encoders for steganalysis[A].Proceedings of the Multimedia and Security Workshop[C].2004.25-34.
  • 8WESTFELD A,PFITZMANN A.Attacks on steganographic systems[A].Proc of the 3rd Int'l.Workshop on Information Hiding[C].Berlin:Springer-Verlag,1999.61-76.
  • 9FRIDRICH J,GOLJAN R,DU R.Reliable detection of LSB steganography in grayscale and color images[A].Proc of the ACM Workshop on Multimedia and Security[C].Ottawa:ACM Press,2001.27-30.
  • 10FRIDRICH J,GOLJAN R,HOGEA D,et al.Quantitative steganalysis of digital images:estimating the secret message length[J].ACM Mul timedia Systems Journal,Special Issue on Multimedia Security,2003,9(3):288-302.

共引文献1

同被引文献8

  • 1张晓霞,陈丽亚,李建华.基于OC_SVM的Steghide检测算法[J].信息安全与通信保密,2005,27(12):79-81. 被引量:1
  • 2淦新富,郭立.基于独立分量统计的音频隐写分析[J].信息安全与通信保密,2007,29(6):169-170. 被引量:2
  • 3Johnson M K, Lyu S, Farid H. Steganalysis of Recorded Speech[C].Bellingham:[s.n.],2005:664-672.
  • 4Fridrich J, Goljan R, Du R. Reliable Detection of LSB Steganography in Grayscale and Color Images[C]. Ottawa:ACM Press, 2001:27-30.
  • 5Goljon M, Holotyak T. New Blind Steganalysis and Its Implications[C]. USh:[s.n.], 2006:1-13.
  • 6Chih Chung Chang, Chih Jen Lin. LIBSVM -A Library for Support Vector Machines [EB/OL]. (2008-10-03) [2009-01-09]. http://www, csie. ntu. edu. tw/-cjlin/libsvm/index, html.
  • 7Hamza Ozer, Ismail Avcibas, Bulent Sankur. Steganalysis of Audio Based on Audio Quality Metrics[C]. USA:[s.n.], 2003:55-66.
  • 8Wavsurfer. The Wave Surfer[DB/OL]. (2008-01-03) [2009-01-09]. http://www, wavsurfer, com.

引证文献1

二级引证文献1

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部