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An adaptive data hiding algorithm with low bitrate growth for H.264/AVC video stream

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Abstract

H.264/Advanced Video Coding (AVC) video is one of the most used multimedia covers. In this paper, a novel scheme is proposed to embed secret data into the H.264/AVC video host. The main idea of the proposed scheme is that two secret digits in a (2n+1)-ary notational system are embedded into 2n nonzero Quantized Discrete Cosine Transform (QDCT) coefficients of luminance component in a macroblock and, at most, only two nonzero QDCT coefficients are increased or decreased by 2, respectively. Thus, the number of modified coefficients is small and it can guarantee a high Peak Signal-to-Noise Ratio (PSNR) value, low distortion and slight increase in bitrate after data embedding. Experimental results show that the average degradation in terms of PSNR is 2.48dB and the proposed algorithm can keep increase by no more than 0.35% in bitrate. When compared with several related schemes in the same embedding capacity, the proposed scheme indeed has an advantage in low bitrate growth.

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References

  1. Ahmad AM, Sulong G, Rehman A, Alkawaz MH, Saba T (2014) Data hiding based on improved exploiting modification direction method and Huffman coding. J Intell Syst 23(4):451–459

    Google Scholar 

  2. Asikuzzaman M, Pickering MR (2017) An overview of digital video watermarking. IEEE Trans Circuits Syst Video Technol. https://doi.org/10.1109/TCSVT.2017.2712162

  3. Balaji R, Naveen G (2011) Secure data transmission using video steganography. In: IEEE International Conference on Electro/Information Technology (EIT), Mankato, MN, USA, 15–17 May 2011

  4. Chang C, Wu H (2014) A large payload information hiding scheme using two-level exploiting modification direction. In: 2014 Tenth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP), Kitakyushu, Japan, 27–29 August 2014

  5. Elhadad A, Hamad S, Khalifa A, Ghareeb A (2016) High capacity information hiding for privacy protection in digital video files. Neural Comput & Applic:1–5

  6. Fallahpour M, Shirmohammadi S, Ghanbari M (2015) A high capacity data hiding algorithm for H.264/AVC video. Security and Communication Networks 8(16):2947–2955

    Article  Google Scholar 

  7. Feller T, Judas J, Fridrich J (2011) Minimizing additive distortion in steganography using syndrome-trellis codes. IEEE Trans Inf Forensics and Secur 6(3):920–935

    Article  Google Scholar 

  8. H.264/AVC Reference Software JM8.6, available at: http://iphome.hhi.de/suehring/tml/download/old_jm/

  9. Kim C (2014) Data hiding by an improved exploiting modification direction. Multimedia Tools and Applications 69(3):569–584

    Article  Google Scholar 

  10. Kim C, Shin DK, Shin DI, Zhang X (2011) Improved steganographic embedding exploiting modification direction in multimedia communications. In: 8th FTRA International Conference on Secure and Trust Computing, Data Management, and Application, Loutraki, Greece, 28–30 June 2011

  11. Li Y, Chen HX, Zhao Y (2010) A new method of data hiding based on H.264 encoded video sequences. In: 2010 IEEE 10th International Conference on Signal Processing (ICSP), Beijing, China, 24–28 October 2010

  12. Lin ZH, Wang HX (2010) Efficient image encryption using a chaos-based PWL memristor. IETE Tech Rev 27(4):318–325

    Article  MathSciNet  Google Scholar 

  13. Lin YT, Wang CM, Chen WS, Lin FP, Lin W (2017) A novel data hiding algorithm for high dynamic range images. IEEE Trans Multimedia 19(1):196–211

    Article  Google Scholar 

  14. Liu Y, Ju L, Hu M, Zhao H, Jia S, Jia Z (2016) A new data hiding method for H.264 based on secret sharing. Neurocomputing 188:113–119

    Article  Google Scholar 

  15. Ma XJ, Li ZT, Tu H, Zhang BC (2010) A data hiding algorithm for H.264/AVC video streams without intra-frame distortion drift. IEEE transactions on circuits and systems for video. Technology 20(10):1320–1330

    Google Scholar 

  16. Pan ZQ, Lei JJ, Zhang Y, Sun XM, Kwong S (2016) Fast motion estimation based on content property for low-complexity H.265/HEVC encoder. IEEE Trans Broadcast 62(2):675–684

    Article  Google Scholar 

  17. Peng Y, Lan H, Yue M, Xue Y (2017) Multipurpose watermarking for vector map protection and authentication. Multimedia Tools and Applications. https://doi.org/10.1007/s11042-017-4631-z

  18. Pradhan C, Saxena V, Bisoi AK (2012) Imperceptible watermarking technique using Arnold’s transform and cross chaos map in DCT domain. Int J Comput Appl 55(12):50–53

  19. Qin C, Chang CC, Hsu TJ (2015) Reversible data hiding scheme based on exploiting modification direction with two steganographic images. Multimedia Tools and Applications 74(12):5861–5872

  20. Shamir A (1979) How to share a secret. Commun ACM 22(11):612–613

    Article  MathSciNet  MATH  Google Scholar 

  21. Su PC, Chen WY, Shiau SY, Wu CY, Su AYS (2013) A privacy protection scheme in H.264/AVC by data hiding. In: 2013 Asia-Pacific signal and information processing association annual summit and conference, pp 1–7

  22. Sweeney L (2002) Achieving k-anonymity privacy protection using generalization and suppression. Int J Uncertainty, Fuzziness and Knowledge-Based Syst 10(5):571–588

    Article  MathSciNet  MATH  Google Scholar 

  23. Wang J, Sun Y, Xu H, Chen K, Kim HJ, Joo SH (2010) An improved section-wise exploiting modification direction method. Signal Process 90(11):954–964

    Article  MATH  Google Scholar 

  24. Wang XT, Chang CC, Lin MC (2012) A novel multi-group exploiting modification direction method based on switch map. Signal Process 92:1525–1535

    Article  Google Scholar 

  25. Wang Y, Cao Y, Zhao X, Zhou L (2017) A prediction mode-based information hiding approach for H.264/AVC videos minimizing the impacts on rate-distortion optimization. In: International workshop on digital watermarking. Spring, Cham, pp 163–176

  26. Xia ZH, Wang XH, Zhang LG, Qin Z, Sun XM, Ren K (2016) A privacy-preserving and copy-deterrence content-based image retrieval scheme in cloud computing. IEEE Trans Inf Forensics Secur 11(11):2594–2608

    Article  Google Scholar 

  27. Xiang Y, Huang J, Pérez-González F, Hua G, Malik H (2016) IEEE access special section editorial: latest advances and emerging applications of data hiding. IEEE Access 4:9740–9742

    Article  Google Scholar 

  28. Xu DW, Wang RD, Shi YQ (2014) Data hiding in encrypted H.264/AVC video streams by codeword substitution. IEEE Trans Inf Forensics Secur 9(4):596–606

    Article  Google Scholar 

  29. Yang J, Li S (2017) An efficient information hiding method based on motion vector space encoding for HEVC. Multimedia Tools and Applications. https://doi.org/10.1007/s11042-017-4844-1

  30. Zhang X, Wang S (2006) Efficient steganographic embedding by exploiting modification direction. IEEE Commun Lett 10(11):781–783

    Article  MathSciNet  Google Scholar 

  31. Zhang Y, Zhang M, Yang X, Guo D, Liu L (2017) Novel video steganography algorithm based on secret sharing and error-correcting code for H.264/AVC. Tsinghua Sci Technol 22(2):198–209

    Article  Google Scholar 

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Acknowledgements

The authors would like to thank the reviewers for their insightful comments and helpful suggestions.This work was supported by the National Natural Science Foundation of China (NSFC) under the grant No. U1536110.

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Authors and Affiliations

  1. School of Information Science and Technology, Southwest Jiaotong University, Chengdu, 611756, People’s Republic of China

    Yi Chen, Hongxia Wang & Yong Liu

  2. Chinese Academy of Sciences (CAS), Institute of Automation, Beijing, 100190, People’s Republic of China

    Hanzhou Wu

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  1. Yi Chen
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  2. Hongxia Wang
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  3. Hanzhou Wu
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  4. Yong Liu
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Correspondence to Yi Chen.

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Chen, Y., Wang, H., Wu, H. et al. An adaptive data hiding algorithm with low bitrate growth for H.264/AVC video stream. Multimed Tools Appl 77, 20157–20175 (2018). https://doi.org/10.1007/s11042-017-5411-5

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