An image encryption algorithm based on new generalized fusion fractal structure

被引:48
作者
Ahmad, Musheer [1 ]
Agarwal, Shafali [2 ]
Alkhayyat, Ahmed [3 ]
Alhudhaif, Adi [4 ]
Alenezi, Fayadh [5 ]
Zahid, Amjad Hussain [6 ]
Aljehane, Nojood O. [7 ]
机构
[1] Jamia Millia Islamia, Dept Comp Engn, New Delhi 110025, India
[2] 9600 Coit Rd, Plano, TX 75025 USA
[3] Islamic Univ, Coll Tech Engn, Dept Comp Tech Engn, Najaf 54001, Iraq
[4] Prince Sattam Bin Abdulaziz Univ, Coll Comp Engn & Sci Al Kharj, Dept Comp Sci, POB 151, Al Kharj 11942, Saudi Arabia
[5] Jouf Univ, Coll Engn, Dept Elect Engn, Sakakah, Saudi Arabia
[6] Univ Management & Technol, Dept Informat & Syst, Lahore 54700, Pakistan
[7] Univ Tabuk, Fac Comp & Informat Technol, Tabuk, Saudi Arabia
关键词
Phoenix and lambda fractals; PLFF fractal structure; Random number generation; Image encryption; CHAOTIC MAP; GENERATOR; MATRIX;
D O I
10.1016/j.ins.2022.01.042
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The design and utilization of suitable fractal structures is one of the prominent areas of security for the protection of digital data. This paper proposes a generalized fusion fractal structure by combining two one-dimensional fractals as seed functions from a larger spectrum of fractal functions. A fusion fractal termed as PLFF is formulated by combining traditional Phoenix and Lambda fractals. Improved randomized phase space, self-similar structure on various magnification scales, and fractional dimension are found in the resultant PLFF fractal. The capacity of PLFF to create a pseudo-random number (PRN) sequence in both integer and binary format is validated by its increased complexity and enhanced chaotic range. The generated PRN sequences feature a significant degree of uncorrelation and randomness. A novel image encryption algorithm based on the new PLFF fractal function is proposed which utilizes a generated PRN sequence as secret key. Standard security evaluations such as histogram variance, NPCR and UACI tests for plain-image sensitivity, key sensitivity, information entropy, pixel correlation, and noise and data loss, etc. are used to analyze the performance of the proposed encryption algorithm. The simulation results revealed performance indicators such as entropies > 7.997, NPCR > 96.6, UACI > 33.5, high throughput of similar to 6MBps, and highly uncorrelated neighboring pixels in encrypted images. The findings are also compared with some current image encryption schemes, demonstrating that the proposed digital image encryption algorithm performs well. (C) 2022 Elsevier Inc. All rights reserved.
引用
收藏
页码:1 / 20
页数:20
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