Designing 1d chaotic maps for fast chaotic image encryption

Chaotic maps that can provide highly secure key sequences and ease of structure implementation are predominant requirements in image encryption systems. One Dimensional (1D) chaotic maps have the advantage of a simple structure and can be easily implemented by software and hardware. However, key seq...

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Main Authors: Khairullah M.K., Alkahtani A.A., Baharuddin M.Z.B., Al-Jubari A.
Other Authors: 57241190100
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Published: MDPI 2023
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spelling my.uniten.dspace-260232023-05-29T17:06:09Z Designing 1d chaotic maps for fast chaotic image encryption Khairullah M.K. Alkahtani A.A. Baharuddin M.Z.B. Al-Jubari A. 57241190100 55646765500 35329255600 36607497500 Chaotic maps that can provide highly secure key sequences and ease of structure implementation are predominant requirements in image encryption systems. One Dimensional (1D) chaotic maps have the advantage of a simple structure and can be easily implemented by software and hardware. However, key sequences produced by 1D chaotic maps are not adequately secure. There-fore, to improve the 1D chaotic maps sequence security, we propose two chaotic maps: 1D Improved Logistic Map (1D-ILM) and 1D Improved Quadratic Map (1D-IQM). The proposed maps have shown higher efficiency than existing maps in terms of Lyapunov exponent, complexity, wider chaotic range, and higher sensitivity. Additionally, we present an efficient and fast encryption method based on 1D-ILM and 1D-IQM to enhance image encryption system performance. This paper also introduces a key expansion method to reduce the number of chaotic map iteration needs, thereby decreasing encryption time. The security analyses and experimental results are confirmed that 2D Correlation Coefficient (CC) Information Entropy (IE), Number of Pixels Change Rate (NPCR), Unified Average Changing Intensity (UACI), Mean Absolute Error (MAE), and decryption quality are able to meet the encryption security demands (CC = ?0.00139, IE = 7.9990, NPCR = 99.6114%, UACI = 33.46952% and MAE = 85.3473). Furthermore, the proposed keyspace reaches 10240, and the encryption time is 0.025s for an image with a size of 256 � 256. The proposed system can yield effica-cious security results compared to obtained results from other encryption systems. � 2021 by the authors. Licensee MDPI, Basel, Switzerland. Final 2023-05-29T09:06:09Z 2023-05-29T09:06:09Z 2021 Article 10.3390/electronics10172116 2-s2.0-85114034388 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85114034388&doi=10.3390%2felectronics10172116&partnerID=40&md5=656981c8c4575358f41e18bc0d58cbb3 https://irepository.uniten.edu.my/handle/123456789/26023 10 17 2116 All Open Access, Gold MDPI Scopus
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
description Chaotic maps that can provide highly secure key sequences and ease of structure implementation are predominant requirements in image encryption systems. One Dimensional (1D) chaotic maps have the advantage of a simple structure and can be easily implemented by software and hardware. However, key sequences produced by 1D chaotic maps are not adequately secure. There-fore, to improve the 1D chaotic maps sequence security, we propose two chaotic maps: 1D Improved Logistic Map (1D-ILM) and 1D Improved Quadratic Map (1D-IQM). The proposed maps have shown higher efficiency than existing maps in terms of Lyapunov exponent, complexity, wider chaotic range, and higher sensitivity. Additionally, we present an efficient and fast encryption method based on 1D-ILM and 1D-IQM to enhance image encryption system performance. This paper also introduces a key expansion method to reduce the number of chaotic map iteration needs, thereby decreasing encryption time. The security analyses and experimental results are confirmed that 2D Correlation Coefficient (CC) Information Entropy (IE), Number of Pixels Change Rate (NPCR), Unified Average Changing Intensity (UACI), Mean Absolute Error (MAE), and decryption quality are able to meet the encryption security demands (CC = ?0.00139, IE = 7.9990, NPCR = 99.6114%, UACI = 33.46952% and MAE = 85.3473). Furthermore, the proposed keyspace reaches 10240, and the encryption time is 0.025s for an image with a size of 256 � 256. The proposed system can yield effica-cious security results compared to obtained results from other encryption systems. � 2021 by the authors. Licensee MDPI, Basel, Switzerland.
author2 57241190100
author_facet 57241190100
Khairullah M.K.
Alkahtani A.A.
Baharuddin M.Z.B.
Al-Jubari A.
format Article
author Khairullah M.K.
Alkahtani A.A.
Baharuddin M.Z.B.
Al-Jubari A.
spellingShingle Khairullah M.K.
Alkahtani A.A.
Baharuddin M.Z.B.
Al-Jubari A.
Designing 1d chaotic maps for fast chaotic image encryption
author_sort Khairullah M.K.
title Designing 1d chaotic maps for fast chaotic image encryption
title_short Designing 1d chaotic maps for fast chaotic image encryption
title_full Designing 1d chaotic maps for fast chaotic image encryption
title_fullStr Designing 1d chaotic maps for fast chaotic image encryption
title_full_unstemmed Designing 1d chaotic maps for fast chaotic image encryption
title_sort designing 1d chaotic maps for fast chaotic image encryption
publisher MDPI
publishDate 2023
_version_ 1806424040138604544
score 13.188404