Image Watermarking Menggunakan Metode Henon-Map dan AES-256 Bit

Authors

  • Yoyok Darmanto Program Studi Teknik Informatika S-2, Universitas Pamulang

Keywords:

SVD, DWT, Henon Map, AES, Watermarking.

Abstract

Seiring dengan meningkatnya penyebaran informasi gambar, ancaman terhadapnya juga semakin besar. Sehingga perlindungan data menjadi prioritas utama, terutama pada teknik watermarking citra. Makalah ini membahas penerapan metode Discrete Wavelet Transform (DWT), Singular Value Decomposition (SVD), serta enkripsi Henon Map dan AES untuk menyisipkan watermark pada citra digital secara aman. Proses dimulai dengan dekomposisi citra host menggunakan kombinasi  DWT dan SVD, diikuti oleh enkripsi watermark menggunakan Henon Map dan AES. Prosedur penyisipan dan ekstraksi watermark diuraikan, bersama dengan pengukuran kualitas citra yang mencakup PSNR, NC, dan AR. Hasil eksperimen menunjukkan bahwa metode ini efektif dalam menyisipkan dan melindungi watermark dengan PSNR sebesar 31,81 dB, nilai NC sebesar 1, dan AR sebesar 90,45%.

References

[1] M. Begum and M. S. Uddin, “Analysis of Digital Image Watermarking Techniques through Hybrid Methods,” Advances in Multimedia, vol. 2020, 2020, doi: 10.1155/2020/7912690.

[2] “Retracted: Enhanced Invisibility and Robustness of Digital Image Watermarking Based on DWT-SVD,” Appl Bionics Biomech, vol. 2023, pp. 1–1, Nov. 2023, doi: 10.1155/2023/9809482.

[3] A. Fkirin, G. Attiya, and A. El-Sayed, “Two-level security approach combining watermarking and encryption for securing critical colored images,” Opt Quantum Electron, vol. 53, no. 5, May 2021, doi: 10.1007/s11082-021-02875-2.

[4] M. Alawida, A. Samsudin, J. Sen Teh, and W. H. Alshoura, “Digital Cosine Chaotic Map for Cryptographic Applications,” IEEE Access, vol. 7, pp. 150609–150622, 2019, doi: 10.1109/ACCESS.2019.2947561.

[5] J. Sen Teh, M. Alawida, and Y. C. Sii, “Implementation and practical problems of chaos-based cryptography revisited,” Journal of Information Security and Applications, vol. 50, Feb. 2020, doi: 10.1016/j.jisa.2019.102421.

[6] M. Alawida, J. Sen Teh, A. Samsudin, and W. H. Alshoura, “An image encryption scheme based on hybridizing digital chaos and finite state machine,” Signal Processing, vol. 164, pp. 249–266, Nov. 2019, doi: 10.1016/j.sigpro.2019.06.013.

[7] J. Liu, J. Li, J. Ma, N. Sadiq, U. A. Bhatti, and Y. Ai, “A robust multi-watermarking algorithm for medical images based on DTCWT-DCT and henon map,” Applied Sciences (Switzerland), vol. 9, no. 4, Feb. 2019, doi: 10.3390/app9040700.

[8] R. T. Shearer, “The Discrete Wavelet Transform,” Jun. 1991.

[9] S. L. Brunton and J. N. Kutz, “Singular Value Decomposition (SVD),” in Data-Driven Science and Engineering, Cambridge University Press, 2019, pp. 3–46. doi: 10.1017/9781108380690.002.

[10] T.J. Asbroek and dr. A.E. Sterk, “The Hénon Map Bachelor’s Project Mathematics,” 2023.

[11] “Advanced Encryption Standard (AES),” May 2023. doi: 10.6028/NIST.FIPS.197-upd1.

[12] Sudhanshu Suhas Gonge and Vilas M.Thakare, Combined DWT Image Watermarking and AES Technique for Digital 2-D Image. IEEE, 2017.

[13] T. Rathi, R. P. Maheshwari, M. Tripathy, R. Saraswat, and X. F. Joseph, “A comparative analysis of watermarked and watermark images using DCT and SVD based multiple image watermarking,” in Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST, Springer Verlag, 2019, pp. 574–581. doi: 10.1007/978-3-030-15357-1_46.

Downloads

Published

2025-02-12

How to Cite

Yoyok Darmanto. (2025). Image Watermarking Menggunakan Metode Henon-Map dan AES-256 Bit. Prosiding Seminar Kecerdasan Artifisial, Sains Data, Dan Pendidikan Masa Depan, 3(1), 40–46. Retrieved from https://openjournal.unpam.ac.id/index.php/PROKASDADIK/article/view/47672