ENKRIPSI CITRA DIGITAL MENGGUNAKAN KOMPOSISI TRANSPOSISI CAT MAP DAN SUBTITUSI KEY STREAM LOGISTIC MAP

Rama Dian Syah
Universitas Gunadarma
Indonesia
Sarifuddin Madenda
Universitas Gunadarma
Indonesia
Ruddy J. Suhatril
Universitas Gunadarma
Indonesia
Suryadi Harmanto
Universitas Gunadarma
Indonesia

Abstract

Transmisi pertukaran data digital melalui jaringan internat menjadi hal penting pada kemajuan teknologi. Risiko pembajakan oleh pihak yang tidak bertanggung jawab mungkin terjadi karena kemudahan dalam pertukaran data. Pengembangan metode enkripsi data yang andal dan kuat adalah solusi untuk risiko ini. Penelitian ini mengusulkan algoritma enkripsi data baru melalui komposisi enkripsi transposisi Cat Map dan enkripsi substitusi Logistic Map. Algoritma yang diusulkan secara bersamaan mengubah posisi data dan mengubah nilai data secara acak. Penelitian telah dilakukan dengan menggunakan beberapa citra dengan berbagai fitur dan ukuran yang berbeda. Analisis keacakan citra hasil enkripsi menunjukkan bahwa histogram intensitas warna piksel memiliki distribusi yang seragam dengan nilai korelasi rendah mendekati 0. Hasil analisis peak signal to noise ratio (PSNR) menunjukkan citra hasil dekripsi sama dengan citra asli . Algoritma yang diusulkan memiliki ruang kunci 3.24 × 1068. Hasil NPCR, UACI dan Entropi menunjukkan algoritma yang diusulkan tahan terhadap serangan diferensial dan serangan entropi.

Keywords
Enkripsi; Dekripsi; Citra Digital; Transposisi Cat Map; Subtitusi Key Stream Logisitic Map
References

M. R. Joshi and R. A. Karkade, “Network Security with Cryptography,” Int. J. Comput. Sci. Mob. Comput., 2015.

Y. P. K. Nkandeu and A. Tiedeu, “An image encryption algorithm based on substitution technique and chaos mixing,” Multimed. Tools Appl., vol. 78, no. 8, pp. 10013–10034, 2019, doi: 10.1007/s11042-018-6612-2.

R. D. Syah and R. J. Suhatril, “Digital Image Cryptography Using Combination of Arnold’s Cat Map and Bernoulli Map Based on Chaos Theory,” Int. Res. J. Adv. Eng. Sci., vol. 4, no. 2, pp. 258–262, 2019, doi: 10.5281/zenodo.3153337.

B. J. Saha, K. K. Kabi, and C. Pradhan, “A new approach on color image encryption using arnold 4D cat map,” Adv. Intell. Syst. Comput., vol. 410, pp. 131–138, 2016, doi: 10.1007/978-81-322-2734-2_14.

R. D. Syah, S. Madenda, R. J. Suhatril, and S. Harmanto, “Hybrid Digital Image Cryptography Using Composition of Henon Map Transposition and Logistic Map Substitution,” in 2022 IEEE International Conference of Computer Science and Information Technology (ICOSNIKOM), 2022, pp. 1–6, doi: 10.1109/ICOSNIKOM56551.2022.10034926.

S. Madenda, Pengolahan Citra dan Video Digital: Teori, Aplikasi, dan Pemrograman Menggunakan MATLAB. Erlangga, 2015.

P. N. Lone, D. Singh, and U. H. Mir, “A novel image encryption using random matrix affine cipher and the chaotic maps,” J. Mod. Opt., vol. 68, no. 10, pp. 507–521, 2021, doi: 10.1080/09500340.2021.1924885.

R. D. Syah, S. Madenda, R. J. Suhatril, and S. Harmanto, “Digital Image Encryption using Composition of RaMSH-1 Map Transposition and Logistic Map Keystream Substitution,” Int. J. Adv. Comput. Sci. Appl., vol. 14, no. 3, pp. 565–571, 2023, doi: 10.14569/IJACSA.2023.0140365.

E. Sukirman, S. MT, and M. A. Mubarak, “The Implementation of Henon Map Algorithm for Digital Image Encryption,” TELKOMNIKA (Telecommunication Comput. Electron. Control., vol. 12, no. 3, p. 651, 2014, doi: 10.12928/telkomnika.v12i3.83.

A. Benlashram, M. Al-ghamdi, R. Altalhi, and P. Kaouther, “A novel approach of image encryption using pixel shuffling and 3D chaotic map A novel approach of image encryption using pixel shuffling and 3D chaotic map,” in Journal of Physics: Conference Series, 2020, vol. 1447, doi: 10.1088/1742-6596/1447/1/012009.

Y. Liu and Y. C. Ko, “Image Processing Method Based on Chaotic Encryption and Wavelet Transform for Planar Design,” Adv. Math. Phys., vol. 2021, pp. 1–12, 2021, doi: 10.1155/2021/7511245.

P. Ping, F. Xu, Y. Mao, and Z. Wang, “Designing permutation substitution image encryption networks with Henon map,” Neurocomputing, vol. 283, pp. 53–63, 2018, doi: 10.1016/j.neucom.2017.12.048.

L. Zhang, L. Zhang, and L. Zhang, “Application Research of Digital Media Image Processing Technology Based on Wavelet Transform,” J Image Video Proc, vol. 138, no. 2018, 2018, doi: 10.1186/s13640-018-0383-6.

A. M. Eskiciouglu and P. S. Fisher, “Image Quality: Measures and Visual Performance,” IEEE Trans. Commun., vol. 43, no. 12, pp. 70–90, 1995, doi: 10.1007/978-94-011-7062-8_4.

S. B. Kembaren, S. Suryadi, and T. Triswanto, “Implementasi Algoritma Enkripsi Citra Digital Berbasis Chaos Menggunakan Fungsi Komposisi Logistic Dan Gauss,” in Seminar Nasional Edusintek, 2018, pp. 263–272.

S. Kanwal et al., “An Effective Color Image Encryption Based on Henon Map, Tent Chaotic Map, and Orthogonal Matrices,” Sensors, vol. 22, no. 12, p. 4359, 2022, doi: 10.3390/s22124359.

Y. Chen, S. Xie, and J. Zhang, “A Hybrid Domain Image Encryption Algorithm Based on Improved Henon Map,” Entropy, vol. 24, no. 2, pp. 1–28, 2022, doi: 10.3390/e24020287.

N. Munir, M. Khan, A. Al Karim Haj Ismail, and I. Hussain, “Cryptanalysis and Improvement of Novel Image Encryption Technique Using Hybrid Method of Discrete Dynamical Chaotic Maps and Brownian Motion,” Multimed. Tools Appl., vol. 81, no. 5, pp. 6571–6584, 2022, doi: 10.1007/s11042-021-11810-2.

Information
PDF
118 times PDF : 111 times