PermutEx: Feature-Extraction-Based Permutation — A New Diffusion Scheme for Image Encryption Algorithms

Khan, Muhammad Shahbaz; Ahmad, Jawad; Al-Dubai, Ahmed; Jaroucheh, Zakwan; Pitropakis, Nikolaos; Buchanan, William J.

Abstract

Traditional permutation schemes mostly focus on random scrambling of pixels, often neglecting the intrinsic image information that could enhance diffusion in image encryption algorithms. This paper introduces PermutEx, a feature-extractionbased permutation method that utilizes inherent image features to scramble pixels effectively. Unlike random permutation schemes, PermutEx extracts the spatial frequency and local contrast features of the image and ranks each pixel based on this information, identifying which pixels are more important or information-rich based on texture and edge information. In addition, a unique permutation key is generated using the Logistic-Sine Map based on chaotic behavior. The ranked pixels are permuted in conjunction with this unique key, effectively permuting the original image into a scrambled version. Experimental results indicate that the proposed method effectively disrupts the correlation in information-rich areas within the image resulting in a correlation value of 0.000062. The effective scrambling of pixels, resulting in nearly zero correlation, makes this method suitable to be used as diffusion in image encryption algorithms.

Citation

Khan, M. S., Ahmad, J., Al-Dubai, A., Jaroucheh, Z., Pitropakis, N., & Buchanan, W. J. (2023, November). PermutEx: Feature-Extraction-Based Permutation — A New Diffusion Scheme for Image Encryption Algorithms. Presented at 2023 IEEE 28th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), Edinburgh, United Kingdom

• Presentation Conference Type: Conference Paper (published)
• Conference Name: 2023 IEEE 28th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)
• Start Date: Nov 6, 2023
• End Date: Nov 8, 2023
• Online Publication Date: Mar 27, 2024
• Publication Date: 2024
• Deposit Date: Aug 22, 2024
• Publisher: Institute of Electrical and Electronics Engineers
• Peer Reviewed: Peer Reviewed
• Series ISSN: 2378-4873
• Book Title: 2023 IEEE 28th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)
• ISBN: 979-8-3503-0350-6
• DOI: https://doi.org/10.1109/camad59638.2023.10478378
• Keywords: Diffusion, permutation, feature extraction, spatial frequency, local contrast, Josephus permutation, chaos
• Public URL: http://researchrepository.napier.ac.uk/Output/3644783