Color Image Encryption Through Chaos and KAA Map

被引:122
作者
Alexan, Wassim [1 ]
Elkandoz, Marwa [2 ]
Mashaly, Maggie [3 ]
Azab, Eman [4 ]
Aboshousha, Amr [5 ]
机构
[1] German Univ Cairo GUC, Fac IET, Commun Dept, New Cairo 11835, Egypt
[2] German Univ Cairo GUC, Fac Basic Sci, Phys Dept, New Cairo 11835, Egypt
[3] German Univ Cairo GUC, Fac IET, Networks Dept, New Cairo 11835, Egypt
[4] German Univ Cairo GUC, Fac IET, Elect Dept, New Cairo 11835, Egypt
[5] German Univ Cairo GUC, Fac Basic Sci, Phys Dept, New Cairo 12613, Egypt
关键词
Encryption; Logistics; Chaotic communication; Heuristic algorithms; Visualization; Generators; Fractals; Image processing; Cryptography; Chaos theory; image encryption; KAA map; DNA ENCRYPTION; COMPRESSION; SYSTEM;
D O I
10.1109/ACCESS.2023.3242311
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 unprecedented growth in production and exchange of multimedia over unsecured channels is overwhelming mathematicians, scientists and engineers to realize secure and efficient cryptographic algorithms. In this paper, a color image encryption algorithm combining the KAA map with multiple chaotic maps is proposed. The proposed algorithm makes full use of Shannon's ideas of security, such that image encryption is carried out through bit confusion and diffusion. Confusion is carried out through employing 2 encryption keys. The first key is generated from the 2D Logistic Sine map and a Linear Congruential Generator, while the second key is generated from the Tent map and the Bernoulli map. Diffusion is attained through the use of the KAA map. An elaborate mathematical analysis is carried out to showcase the robustness and efficiency of the proposed algorithm, as well as its resistance to visual, statistical, differential and brute-force attacks. Moreover, the proposed image encryption algorithm is also shown to successfully pass all the tests of the NIST SP 800 suite.
引用
收藏
页码:11541 / 11554
页数:14
相关论文
共 51 条
[1]   Hybrid Cryptosystem Based on Pseudo Chaos of Novel Fractional Order Map and Elliptic Curves [J].
Al-Khedhairi, Abdulrahman ;
Elsonbaty, Amr ;
Elsadany, Abdelalim A. ;
Hagras, Esam A. A. .
IEEE ACCESS, 2020, 8 :57733-57748
[2]  
Alexan Wassim, 2021, 2021 8th NAFOSTED Conference on Information and Computer Science (NICS), P77, DOI 10.1109/NICS54270.2021.9701533
[3]   RGB Image Encryption through Cellular Automata, S-Box and the Lorenz System [J].
Alexan, Wassim ;
ElBeltagy, Mohamed ;
Aboshousha, Amr .
SYMMETRY-BASEL, 2022, 14 (03)
[4]   A new chaos based color image encryption algorithm using permutation substitution and Boolean operation [J].
Ali, Tahir Sajjad ;
Ali, Rashid .
MULTIMEDIA TOOLS AND APPLICATIONS, 2020, 79 (27-28) :19853-19873
[5]  
Anderson D., 2008, MODEL BASED INFERENC
[6]  
[Anonymous], 2014, The art of computer programming: seminumerical algorithms
[7]   Colored Image Encryption and Decryption with a New Algorithm and a Hyperchaotic Electrical Circuit [J].
Arpaci, Batuhan ;
Kurt, Erol ;
Celik, Kayhan ;
Ciylan, Bunyamin .
JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2020, 15 (03) :1413-1429
[8]   Cryptanalysis of a one round chaos-based Substitution Permutation Network [J].
Arroyo, David ;
Diaz, Jesus ;
Rodriguez, F. B. .
SIGNAL PROCESSING, 2013, 93 (05) :1358-1364
[9]   A short review on Noether's theorems, gauge symmetries and boundary terms [J].
Banados, Max ;
Reyes, Ignacio .
INTERNATIONAL JOURNAL OF MODERN PHYSICS D, 2016, 25 (10)
[10]   A novel chaotic image cryptosystem based on DNA sequence operations and single neuron model [J].
Ben Slimane, Nabil ;
Aouf, Nahed ;
Bouallegue, Kais ;
Machhout, Mohsen .
MULTIMEDIA TOOLS AND APPLICATIONS, 2018, 77 (23) :30993-31019