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Improved Interpolation-Based Reversible Audio Data Hiding Using Sample Dispersion and Value Shifting

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Hybrid Intelligent Systems (HIS 2021)

Part of the book series: Lecture Notes in Networks and Systems ((LNNS,volume 420))

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Abstract

Since the last decade, data transmission has kept developing faster than ever. With the support of online systems and mobile devices, the development of data transmission is also followed by up-to-date or newer applications. However, this development of data transmission is not without risk. Many users are still negligent in maintaining their data privacy, leading to disclosing their private data. Therefore, data security is needed to ensure the safety of the private data being transmitted. Data hiding is one of the methods introduced in data security. In this research, private data are embedded inside an audio cover to be retrieved safely from the receiver. Nevertheless, the capacity of private data and the similarity level of embedded audio files become a significant problem. We focus on extending the capacity of private data by utilizing an interpolation-based approach and optimizing the similarity level by dispersing the embedding space and shifting the embedded value to be as close as possible to the original audio file. The experimental results show that this approach can obtain a similarity level of 103.5 dB when embedding 100 kb of data and fall to approximately 88.15 dB when embedding 300 kb of data.

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References

  1. Puteaux, P., Ong, S., Wong, K., Puech, W.: A survey of reversible data hiding in encrypted images – the first 12 years. J. Vis. Commun. Image Represent. 77, 103085 (2021)

    Google Scholar 

  2. Kadhim, I.J., Premaratne, P., Vial, P.J., Halloran, B.: Comprehensive survey of image steganography: techniques, evaluations, and trends in future research. Neurocomputing 335, 299–326 (2019)

    Article  Google Scholar 

  3. Hussain, M., Wahab, A.W.A., Bin Idris, Y.I., Ho, A.T.S., Jung, K.-H.: Image steganography in spatial domain: a survey. Signal Process. Image Commun. 65, 46–66 (2018)

    Article  Google Scholar 

  4. AlSabhany, A.A., Ali, A.H., Ridzuan, F., Azni, A.H., Mokhtar, M.R.: Digital audio steganography: Systematic review, classification, and analysis of the current state of the art. Comput. Sci. Rev. 38, 100316 (2020)

    Google Scholar 

  5. Wang, Y., Tang, M., Wang, Z.: High-capacity adaptive steganography based on LSB and Hamming code. Optik (Stuttg). 213, 164685 (2020)

    Google Scholar 

  6. Praghash, K., Vidyadhari, C., NirmalaPriya, G., Cristin, R.: Secure information hiding using LSB features in an image. Mater. Today Proc. (2021, in press). https://doi.org/10.1016/j.matpr.2020.11.362

  7. Jung, K.-H., Yoo, K.-Y.: Steganographic method based on interpolation and LSB substitution of digital images. Multimedia Tools Appl. 74(6), 2143–2155 (2014)

    Article  Google Scholar 

  8. Lee, C.-F., Shen, J.J., Lai, Y.H.: Data hiding using multi-pixel difference expansion. In: 3rd International Conference on Computer and Communication Systems (ICCCS), pp. 56–60 (2018)

    Google Scholar 

  9. Lee, C.-F., Shen, J.-J., Wu, Y.-J., Agrawal, S.: Reversible data hiding scheme based on difference expansion using shiftable block strategy for enhancing image fidelity. In: IEEE 10th International Conference on Awareness Science and Technology (iCAST), pp. 1–6 (2019)

    Google Scholar 

  10. Maniriho, P., Ahmad, T.: Information hiding scheme for digital images using difference expansion and modulus function. J. King Saud Univ. Comput. Inf. Sci. 31(3), 335–347 (2019)

    Google Scholar 

  11. Zhang, R., Lu, C., Liu, J.: A high capacity reversible data hiding scheme for encrypted covers based on histogram shifting. J. Inf. Secur. Appl. 47, 199–207 (2019)

    Google Scholar 

  12. Bai, Y., Jiang, G., Zhu, Z., Xu, H., Song, Y.: Reversible data hiding scheme for high dynamic range images based on multiple prediction error expansion. Signal Process. Image Commun. 91, 116084 (2021)

    Google Scholar 

  13. Yi, S., Zhou, Y., Hua, Z.: Reversible data hiding in encrypted images using adaptive block-level prediction-error expansion. Signal Process. Image Commun. 64, 78–88 (2018)

    Article  Google Scholar 

  14. Yao, H., Mao, F., Tang, Z., Qin, C.: High-fidelity dual-image reversible data hiding via prediction-error shift. Signal Process. 170, 107447 (2020)

    Google Scholar 

  15. Wu, F., Zhou, X., Chen, Z., Yang, B.: A reversible data hiding scheme for encrypted images with pixel difference encoding. Knowl.-Based Syst. 234, 107583 (2021)

    Google Scholar 

  16. Chen, Y., Sun, W., Li, L., Chang, C.-C., Wang, X.: An efficient general data hiding scheme based on image interpolation. J. Inf. Secur. Appl. 54, 102584 (2020)

    Google Scholar 

  17. Ahmad, T., Amrizal, M.H., Wibisono, W., Ijtihadie, R.M.: Hiding data in audio files: A smoothing-based approach to improve the quality of the stego audio. Heliyon 6(3), e03464 (2020)

    Google Scholar 

  18. IRMAS: a dataset for instrument recognition in musical audio signals. https://www.upf.edu/web/mtg/irmas/

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Correspondence to Tohari Ahmad .

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Samudra, Y., Ahmad, T. (2022). Improved Interpolation-Based Reversible Audio Data Hiding Using Sample Dispersion and Value Shifting. In: Abraham, A., et al. Hybrid Intelligent Systems. HIS 2021. Lecture Notes in Networks and Systems, vol 420. Springer, Cham. https://doi.org/10.1007/978-3-030-96305-7_60

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