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Triple Layer RGB Image Encryption Algorithm Utilizing Three Hyperchaotic Systems and Its FPGA Implementation

Authors :
Wassim Alexan
Noor Elabyad
Maya Khaled
Remas Osama
Dina El-Damak
Mohamed A. Abd El Ghany
Yousef Korayem
Eyad Mamdouh
Mohamed Gabr
Source :
IEEE Access, Vol 12, Pp 118339-118361 (2024)
Publication Year :
2024
Publisher :
IEEE, 2024.

Abstract

Image encryption is essential for protecting sensitive visual data during transmission and storage. This article introduces a novel image encryption technique that utilizes three hyperchaotic systems: a memristor system, a hyperchaotic 7D system, and an Erbium-doped fiber laser-based system. The algorithm takes advantage of the complex dynamics and random-like behavior of these systems to implement a robust three-layer encryption process. In each layer, a pseudo-random number generator is used to construct an S-box and an encryption key, which are subsequently applied to the image data. The proposed encryption scheme is implemented in software using Wolfram Mathematica® version 13.1 and in hardware using an AMD Virtex-7 FPGA VC707, achieving encryption rates of 9.7 Mbps and 0.67 Gbps, respectively. Experimental results demonstrate the scheme’s effectiveness in terms of encryption quality, resistance to various cryptanalysis attacks, and a high computational efficiency. The proposed method shows significant potential for secure image transmission and storage applications.

Details

Language :
English
ISSN :
21693536
Volume :
12
Database :
Directory of Open Access Journals
Journal :
IEEE Access
Publication Type :
Academic Journal
Accession number :
edsdoj.50c2b1d43e3d4714b08ed338605db067
Document Type :
article
Full Text :
https://doi.org/10.1109/ACCESS.2024.3446733