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Protecting Data by Improving the Performance of Controlling Expansion Method

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Advances in Cyber Security (ACeS 2020)

Part of the book series: Communications in Computer and Information Science ((CCIS,volume 1347))

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Abstract

Significant development of information technology has brought many advantages for people to communicate and transfer data more comfortable than before. Nevertheless, this easiness requires users to protect their data to prevent them from illegal access. Data hiding has been introduced to do this data protection; however, the quality of the generated stego data and the capacity of the payload are still the challenges. In this research, we work on these two problems by developing a method base on the Controlling Expansion. Here, the use of various base numbers has been explored along with the corresponding modulus values. The experimental results obtained by using a public database show that this proposed scheme can improve the original method’s performance. An increase of about 0.5 dB can be achieved by still maintaining the amount of the payload size.

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References

  1. Mazini, M., Shirazi, B., Mahdavi, I.: Anomaly network-based intrusion detection system using a reliable hybrid artificial bee colony and AdaBoost algorithms. J. King Saud Univ. Comput. Inf. Sci. 31(4), 541–553 (2019). https://doi.org/10.1016/j.jksuci.2018.03.011

    Article  Google Scholar 

  2. Agarkar, A.A., Agrawal, H.: LRSPPP: lightweight R-LWE-based secure and privacy-preserving scheme for prosumer side network in smart grid. Heliyon 5, 3 (2019). https://doi.org/10.1016/j.heliyon.2019.e01321

    Article  Google Scholar 

  3. Taha, A., Hammad, A.S., Selim, M.M.: A high capacity algorithm for information hiding in Arabic text. J. King Saud Univ. Comput. Inf. Sci. 32(6), 658–665 (2020). https://doi.org/10.1016/j.jksuci.2018.07.007

    Article  Google Scholar 

  4. Renza, D., Ballesteros, D.M., Lemus, C.: Authenticity verification of audio signals based on fragile watermarking for audio forensics. Expert Syst. Appl. 91, 211–222 (2018). https://doi.org/10.1016/j.eswa.2017.09.003

    Article  Google Scholar 

  5. Chung, K., Chiu, C., Yu, T., Huang, P.: Temporal and spatial correlation-based reversible data hiding for RGB CFA videos. Inf. Sci. 420, 386–402 (2017). https://doi.org/10.1016/j.ins.2017.08.064

    Article  Google Scholar 

  6. Angreni, D.S., Ahmad, T.: Enhancing DE-based data hiding method by controlling the expansion. In: International Conference on Cyber and IT Service Management, Bandung, Indonesia, pp. 1–6 (2016). https://doi.org/10.1109/CITSM.2016.7577530

  7. Shi, Y.-Q.Y., Li, X., Zhang, X., Wu, H.-T., Ma, B.: Reversible data hiding: advances in the past two decades. IEEE Access 4, 3210–3237 (2016). https://doi.org/10.1109/ACCESS.2016.2573308

    Article  Google Scholar 

  8. Nagaraj, V., Vijayalakshmi, V., Zayaraz, G.: Color image steganography based on pixel value modification method using modulus function. IERI Procedia 4, 17–24 (2013). https://doi.org/10.1016/j.ieri.2013.11.004

    Article  Google Scholar 

  9. Wang, K., Lu, Z., Hu, Y.: A high capacity lossless data hiding scheme for JPEG images. J. Syst. Softw. 86(7), 1965–1975 (2013). https://doi.org/10.1016/j.jss.2013.03.083

    Article  Google Scholar 

  10. Wang, W., Ye, J., Wang, T., Wang, W.: Reversible data hiding scheme based on significant-bit-difference expansion. IET Image Process. 11, 1002–1014 (2017). https://doi.org/10.1049/iet-ipr.2017.0151

    Article  Google Scholar 

  11. Tian, J.: Reversible data embedding using a difference expansion. IEEE Trans. Circuits Syst. Video Technol. 13(8), 890–896 (2003). https://doi.org/10.1109/TCSVT.2003.815962

    Article  Google Scholar 

  12. Liu, C.-L., Lou, D.-C., Lee, C.-C.: Reversible data embedding using reduced difference expansion. In: Third International Conference on Intelligent Information Hiding and Multimedia Signal Processing, Kaohsiung, Taiwan, pp. 433–436, (2007). https://doi.org/10.1109/IIH-MSP.2007.267

  13. Alattar, A.M.: Reversible watermark using difference expansion of quads. In: IEEE International Conference on Acoustics Speech, and Signal Process, Montreal, Quebec, Canada, pp. 377–380 (2004). https://doi.org/10.1109/ICASSP.2004.1326560

  14. Ahmad, T., Holil, M., Wibisono, W., Muslim, I.R.: An improved Quad and RDE-based medical data hiding method. In: CYBERNETICSCOM, Yogyakarta, Indonesia, pp. 141–145 (2013). https://doi.org/10.1109/CyberneticsCom.2013.6865798

  15. USC, SIPI Image Database. http://sipi.usc.edu/database/database.php?volume=misc. Accessed 22 Oct 2017

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Authors and Affiliations

  1. Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia

    Tohari Ahmad, Herdito Ibnu Dewangkoro, Waskitho Wibisono & Royyana Muslim Ijtihadie

Authors
  1. Tohari Ahmad
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  2. Herdito Ibnu Dewangkoro
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  3. Waskitho Wibisono
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  4. Royyana Muslim Ijtihadie
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Corresponding author

Correspondence to Tohari Ahmad .

Editor information

Editors and Affiliations

  1. National Advanced IPv6 Centre, Universiti Sains Malaysia, Penang, Malaysia

    Mohammed Anbar

  2. Hodeidah University, Hodeidah, Yemen

    Nibras Abdullah

  3. National Advanced IPv6 Centre, Universiti Sains Malaysia, Penang, Malaysia

    Selvakumar Manickam

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Ahmad, T., Dewangkoro, H.I., Wibisono, W., Ijtihadie, R.M. (2021). Protecting Data by Improving the Performance of Controlling Expansion Method. In: Anbar, M., Abdullah, N., Manickam, S. (eds) Advances in Cyber Security. ACeS 2020. Communications in Computer and Information Science, vol 1347. Springer, Singapore. https://doi.org/10.1007/978-981-33-6835-4_38

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  • DOI: https://doi.org/10.1007/978-981-33-6835-4_38

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  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-33-6834-7

  • Online ISBN: 978-981-33-6835-4

  • eBook Packages: Computer ScienceComputer Science (R0)

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