Video steganalysis has become an important research direction of the information hiding.How to search for motion vector(MV)hidden traces in the compressed stream with various video formats and design an effective steganalysis algorithm are hotspots in current studying.Movement in the video can be divided into two groups:the imaging equipment movement and the movement of the subject.Due to the block-matching motion estimation in H.264,strong correlations among adjacent macroblock's MV are existed.However,MV-based information hiding will cause anomalies in the correlations between MV.This paper proposes a method of correlation measurement based on anomalous co-occurrence frequency between MV,and on this basis,combined with H.264 coding technology related to MV,designs a steganalysis algorithm for H.264 video.Experimental results demonstrate that the proposed method has the advantages of high speed,and can be used to effectively detect MV-based steganography in the H.264 video.
王丽娜, 王旻杰, 翟黎明, 任延珍. 基于相关性异常的H.264/AVC视频运动矢量隐写分析算法[J]. 电子学报, 2014, 42(8): 1457-1464.
WANG Li-na, WANG Min-jie, ZHAI Li-ming, REN Yan-zhen. H.264/AVC Video Steganalysis Algorithm Based on Motion Vector Abnormal Correlation. Chinese Journal of Electronics, 2014, 42(8): 1457-1464.
[1] 胡洋,张春田,苏育挺.基于H.264/AVC的视频信息隐藏算法[J].电子学报,2008,36(4):690-694. Hu Y,Zhang C T,Su Y T.Information hiding for H.264/AVC[J].Acta Electronica Sinica,2008,36(4):690-694.(in Chinese)
[2] Jing H,He X,Han Q,et al.Motion vector based information hiding algorithm for H.264/AVC against motion vector steganalysis[A].Proceedings of the 4th Asian Conference on Intelligent Information and Database Systems[C].Kaohsiung:Springer Verlag,2012.91-98.
[3] 徐甲甲,张卫明,俞能海,等.一种基于秘密共享与运动矢量的视频水印算法[J].电子学报,2012,40(1):8-13. Xu J J,Zhang W M,Yu N H,et al.A video watermarking algorithm based on secret sharing and motion vectors[J].Acta Electronica Sinica,2012,40(1):8-13.(in Chinese)
[4] Jordan F,Kutter M,Ebrahimi T.Proposal of A Watermarking Technique for Hiding/Retrieving Data in Compressed and Decompressed Video[R].ISO/IEC Doc,JTC1/SC29/WG11,1997.
[5] Xu C Y,Ping X J,Zhang T.Steganography in comp-ressed video stream[A].Proceedings of the First International Conference on Innovative Computing,Information and Control[C].Beijing:IEEE,2006.269-272.
[6] Pan F,Xiang L,Yang X Y,et al.Video steganography using motion vector and linear block codes[A].Proceedings of the IEEE International Conference on Software Engineering and Service Sciences[C].Beijing:IEEE,2010.592-595.
[7] Hao B,Zhao L Y,Zhong W D.A novel steganography algorithm based on motion vector and matrix encoding[A].Proceedings of the IEEE 3rd International Conference on Communication Software and Networks[C].Xi'an:IEEE,2011.406-409.
[8] Aly H A.Data hiding in motion vectors of compressed video based on their associated prediction error[J].IEEE Transactions on Information Forensics and Security,2011,6(1):14-18.
[9] Cao Y,Zhao X F,Feng D G,et al.Video steganography with perturbed motion estimation[A].Proceedings of the 13th Information Hiding Conference[C].Prague:Springer Verlag,2011.193-207.
[10] [JP3]Fridrich J,Goljan M,Soukal D.Perturbed quantization steganography with wet papercodes[A].Proceedings of the Workshop on Multimedia & Security[C].Magdeburg:ACM,2004.4-15.
[11] Su Y T,Zhang C Q,Zhang C T.A video steganalytic algorithm against motion-vector-based steganography[J].Signal Processing,2011,91(8):1901-1909.
[12] Cao Y,Zhao X F,Feng D G.Video steganalysis exploiting motion vector reversion-based features[J].IEEE Signal Process,2012,19(1):35-38.
[13] Deng Y,Wu Y J,Zhou L N.Digital video steganalysis using motion vector recovery-based features[J].Applied Optics,2012,51(20):4667-4677.
[14] Lin T L,Lai C K,Yang N C.Efficient pixel-based motion vector recovery inH.264[A].Proceedings of the IEEE Intelligent Symposium on Intelligent Signal Processing and Communications Systems[C].New Taipei City:IEEE,2012.355-360.
[15] 王朔中,张新鹏,张卫明.以数字图像为载体的隐写分析研究进展[J].计算机学报,2009,32(7):1247-1263. Wang S Z,Zhang X P,Zhang W M.Recent advances in image-based steganalysis research[J].Chinese Journal of Computer,2009,32(7):1247-1263.(in Chinese)
[16] Wiegand T,Sullivan G J,Bjontegaard G,et al.Overview of the H.264/AVC video coding standard[J].IEEE Transactions on Circuits and Systems for Video Technology,2003,13(7):560-576.
[17] Estévez P A,Tesmer M,Perez C A,et al.Normalized mutual infor-mation feature selection[J].IEEE Transactions on Neural Networks,2009,20(2):189-201.
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