Lightweight Medical Image Encrypting and Decrypting Algorithm Based on the 3D Intertwining Logistic Map

Year 2023, Volume: 6 Issue: 2, 46 - 62, 29.01.2024

Hadjer Bourekouche , Samia Belkacem Noureddine Messaoudi

https://doi.org/10.53508/ijiam.1405959

Abstract

The quantity of medical image data accessible for analysis is increasing because of advancements in telehealth services. Therefore, effective cryptographic solutions must be developed to prevent data manipulation by unauthorized users in insecure networks. This paper focuses on developing a lightweight symmetric cryptosystem algorithm with decreasing memory and power consumption at high speed for standard and medical images based on 3D intertwining logistic map-cosine (ILM-cosine), which is a powerful chaotic system in contemporary cryptography. The motivation of this paper is to reduce the memory space required for storing program data while minimizing execution time for lower implementation complexity in telehealth applications. Our proposed scheme consists of five main steps: ILM-cosine map key generation with histogram normalization, row rotation, column rotation, and exclusive-OR (XOR) logic operation. Various normal and medical images were used as samples for the simulation. The results showed that cipher images have good visual quality, high information entropy, large key space, and low computational complexity.

Keywords

Medical, Cryptosystem, Memory, ILM-cosine, Chaotic, XOR

References

• Ibrahim Yasser, Abeer T Khalil, Mohamed A Mohamed, Ahmed S Samra, and Fahmi Khalifa. A robust chaos based technique for medical image encryption. IEEE Access, 10:244{257, 2021.
• X RAY. Spect)(4) magnetic resonance imaging (mri), spectroscopy (mrs), angiography (mra)(5) electrical source imaging (esi). Engineering Superconductivity, page 345, 2001.
• Hayat Khaloufi, Karim Abouelmehdi, Abderrahim Beni-hssane, and Mostafa Saadi. Security model for big healthcare data lifecycle. Procedia Computer Science, 141:294-301, 2018.
• M Kaur and VJEL Kumar. Efficient image encryption method based on improved lorenz chaotic system. Electronics Letters, 54(9):562-564, 2018.
• Siju John and SN Kumar. 2d lorentz chaotic model coupled with logistic chaotic model for medical image encryption: Towards ensuring security for teleradiology. Procedia Computer Science, 218:918-926, 2023.
• Sara M Ahmed, Hassan MA Elkamchouchi, Adel Elfahar, Walid El-Shafai, and Amira G Mohamed. A hybrid medical image cryptosystem based on 4dhyperchaotic s-boxes and logistic maps. Multimedia Tools and Applications, pages 1-29, 2023.
• Parsa Sarosh, Shabir A Parah, and G Mohiuddin Bhat. Fast image encryption framework for medical images. In 2021 2nd International conference on intelligent engineering and management (ICIEM), pages 149-154. IEEE, 2021.
• Kurunandan Jain, Aravind Aji, and Prabhakar Krishnan. Medical image encryption scheme using multiple chaotic maps. Pattern Recognition Letters, 152:356-364, 2021.
• Baoru Han, Yuanyuan Jia, Guo Huang, and Lisha Cai. A medical image encryption algorithm based on hermite chaotic neural network. In 2020 IEEE 4th Information Technology, Networking, Electronic and Automation Control Conference (ITNEC), volume 1, pages 2644-2648. IEEE, 2020.
• Parkala Vishnu Bharadwaj Bayari, Gaurav Bhatnagar, and Chiranjoy Chattopadhyay. A comprehensive study on the security of medical information using encryption. Medical Information Processing and Security: Techniques and Applications, page 229, 2022.
• Prema T Akkasaligar and Sumangala Biradar. Medical image compression and encryption using chaos based dna cryptography. In 2020 IEEE Bangalore humanitarian technology conference (B-HTC), pages 1-5. IEEE, 2020.
• Roayat Ismail Abdelfatah, Hager Mohamed Saqr, and Mohamed E Nasr. An efficient medical image encryption scheme for (wban) based on adaptive dna and modern multi chaotic map. Multimedia Tools and Applications, 82(14):22213-22227, 2023.
• Rim Amdouni, Mohamed Gafsi, Mohamed Ali Hajjaji, and Abdellatif Mtibaa. Combining dna encoding and chaos for medical image encryption. In 2022 IEEE 21st international Ccnference on Sciences and Techniques of Automatic Control and Computer Engineering (STA), pages 277-282. IEEE, 2022.
• Un Sook Choi, Sung Jin Cho, and SungWon Kang. Color medical image encryption using 3d chaotic cat map and nca. In 2019 10th IFIP international conference on new technologies, mobility and security (NTMS), pages 1-5. IEEE, 2019.
• Hossein Nematzadeh, Rasul Enayatifar, Homayun Motameni, Frederico Gadelha Guimaraes, and Vitor Nazario Coelho. Medical image encryption using a hybrid model of modified genetic algorithm and coupled map lattices. Optics and Lasers in Engineering, 110:24-32, 2018.
• Caihong Li, Fengying Wang, Lei Zhao, Yibin Li, and Yong Song. An improved chaotic motion path planner for autonomous mobile robots based on a logistic map. International Journal of Advanced Robotic Systems, 10(6):273, 2013.
• Gurupungav Narayanan, Rishika Narayanan, Nihal Haneef, Nagaratna B Chittaragi, and Shashidhar G Koolagudi. A novel approach to video steganography using a 3d chaotic map. In TENCON 2019-2019 IEEE Region 10 Conference (TENCON), pages 955-959. IEEE, 2019.
• Xingyuan Wang and Dahai Xu. Image encryption using genetic operators and intertwining logistic map. Nonlinear Dynamics, 78:2975-2984, 2014.
• Mohit Dua, Drishti Makhija, Pilla Yamini Lakshmi Manasa, and Prashant Mishra. 3d chaotic map-cosine transformation based approach to video encryption and decryption. Open Computer Science, 12(1):37-56, 2022.
• Hossein Movafegh Ghadirli, Ali Nodehi, and Rasul Enayatifar. Color image dna encryption using mrna properties and non-adjacent coupled map lattices. Multimedia Tools and Applications, 80(6):8445-8469, 2021.
• Hao Li, Lianbing Deng, and Zhaoquan Gu. A robust image encryption algorithm based on a 32-bit chaotic system. IEEE Access, 8:30127-30151, 2020.
• Karim H Moussa, Ahmed I El Naggary, and Heba G Mohamed. Non-linear hopped chaos parameters-based image encryption algorithm using histogram equalization. Entropy, 23(5):535, 2021.
• Md Billal Hossain, Md Toufikur Rahman, ABM Saadmaan Rahman, and Sayeed Islam. A new approach of image encryption using 3d chaotic map to enhance security of multimedia component. In 2014 International Conference on Informatics, Electronics & Vision (ICIEV), pages 1-6. IEEE, 2014.
• Yuqin Luo, Jin Yu,Wenrui Lai, and Lingfeng Liu. A novel chaotic image encryption algorithm based on improved baker map and logistic map. Multimedia Tools and Applications, 78:22023-22043, 2019.
• Sujitha Sudevan and Kurunandan Jain. A lightweight medical image encryption scheme using chaotic maps and image scrambling. In 2023 11th International Symposium on Digital Forensics and Security (ISDFS), pages 1-6. IEEE, 2023.