Toward robust image encryption based on chaos theory and DNA computing

被引:0
|
作者
Asghar, Usman [1 ]
Yousaf, Shahzad [2 ]
Fatima, Areej [3 ]
Saleem, Muhammad [4 ]
Raza, Muhammad Ahsan [5 ]
Ghazal, Taher M. [6 ,7 ,8 ]
机构
[1] Natl Coll Business Adm & Econ, Dept Comp Sci, Lahore, Pakistan
[2] Univ Lahore, Sch Integrated & Social Sci SISS, Lahore, Pakistan
[3] Lahore Garrison Univ, Dept Comp Sci, Lahore, Pakistan
[4] Minhaj Univ Lahore, Sch Comp Sci, Lahore, Pakistan
[5] Univ Educ, Dept Informat Sci, Multan Campus, Lahore 60000, Pakistan
[6] Khalifa Univ, Ctr Cyber Phys Syst, Comp Sci Dept, Abu Dhabi, U Arab Emirates
[7] Univ Kebangsaan Malaysia, Fac Informat Sci & Technol, Ctr Cyber Secur, Bangi 43600, Selangor, Malaysia
[8] Appl Sci Private Univ, Appl Sci Res Ctr, Amman 11937, Jordan
关键词
Image cipher; Pixel swapping; Chaotic map; Encryption techniques; Information entropy; SEQUENCE OPERATION; ALGORITHM; SYSTEM;
D O I
10.21833/ijaas.2024.06.014
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Due to the significant importance of image security for various users, there is an ongoing need to develop innovative algorithms to enhance this security. Image security typically involves encryption techniques. This study has tackled the challenge of creating an efficient, secure, and resilient image cipher by using pixel-swapping techniques at both DNA and decimal levels. The swapping methods include four different approaches that involve randomly selecting pixel pairs to swap with adjacent pixels-either left, right, upper, or lower-based on random numbers generated by a chaotic map. Specifically, the 2D Tinkerbell chaotic map was used to generate the necessary random numbers for diffusion and confusion processes in the encryption. Additionally, through careful arithmetic operations, two more random number streams were derived from the main streams produced by the chaotic map. Thorough performance analyses and computer simulations have shown that this image cipher is robust, secure, and resilient against various threats, making it suitable for practical applications. Notably, the cipher achieved a very high information entropy value of 7.9975, indicating its effectiveness in encryption. (c) 2024 The Authors. Published by IASE. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
引用
收藏
页码:128 / 138
页数:11
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