Fast chaotic encryption scheme based on separable moments and parallel computing

In this paper, we propose three novel image encryption algorithms. Separable moments and parallel computing are combined in order to enhance the security aspect and time performance. The three proposed algorithms are based on TKM (Tchebichef-Krawtchouk moments), THM (Tchebichef-Hahn moments) and KHM...

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Bibliographic Details
Published in:Multimedia tools and applications 2024-04, Vol.83 (13), p.38793-38817
Main Authors: Kamrani, Abdelhalim, Zenkouar, Khalid, Najah, Said, El Fadili, Hakim
Format: Article
Language:English
Subjects:
Algorithms
Computer Communication Networks
Computer Science
Confidentiality
Data Structures and Information Theory
Diffusion barriers
Diffusion layers
Multimedia
Multimedia Information Systems
Permutations
Security aspects
Special Purpose and Application-Based Systems
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Summary:In this paper, we propose three novel image encryption algorithms. Separable moments and parallel computing are combined in order to enhance the security aspect and time performance. The three proposed algorithms are based on TKM (Tchebichef-Krawtchouk moments), THM (Tchebichef-Hahn moments) and KHM (Krawtchouk-Hahn moments) respectively. A novel chaotic scheme is introduced, that enhances security by adding a layer of block permutation on top of the classical confusion/diffusion scheme, and reduces time cost through parallel computing. This approach offers improved security and faster performance compared to classical encryption schemes. The proposed algorithms are tested under several criteria and the experimental results show a remarkable resilience against all well-known attacks. Furthermore, the novel parallel encryption scheme exhibits a drastic improvement in the time performance. The proposed algorithms are compared to the state-of-the-art methods and they stand out as a promising choice for reliable use in real world applications.
ISSN:1573-7721
1380-7501
1573-7721
DOI:10.1007/s11042-023-17034-w