A Novel Compound-Coupled Hyperchaotic Map for Image Encryption

被引:21
作者
Etoundi, Christophe Magloire Lessouga [1 ,2 ]
Nkapkop, Jean De Dieu [1 ,2 ]
Tsafack, Nestor [3 ]
Ngono, Joseph Mvogo [4 ]
Ele, Pierre [5 ]
Wozniak, Marcin [6 ]
Shafi, Jana [7 ]
Ijaz, Muhammad Fazal [8 ]
机构
[1] Univ Douala, Univ Inst Technol, Technol & Appl Sci Lab, POB 8698, Douala, Cameroon
[2] Univ Inst Technol, Dept Elect Engn & Ind Comp, POB 8698, Douala, Cameroon
[3] Univ Dschang, Dept Phys, POB 8698, Dschang, Cameroon
[4] Univ Inst Technol, Dept Comp Sci, POB 8698, Douala, Cameroon
[5] Univ Yaounde, Natl Higher Polytech Sch Yaounde, POB 8390, Yaounde, Cameroon
[6] Silesian Tech Univ, Fac Appl Math, PL-44100 Gliwice, Poland
[7] Prince Sattam Bin Abdul Aziz Univ, Coll Arts & Sci, Dept Comp Sci, Wadi Ad Dawasir 11991, Saudi Arabia
[8] Sejong Univ, Dept Intelligent Mechatron Engn, Seoul 05006, South Korea
来源
SYMMETRY-BASEL | 2022年 / 14卷 / 03期
关键词
compound-coupled map; Lyapunov exponents; hyperchaos; bifurcation diagram; image encryption; CIRCUIT REALIZATION; COEXISTING ATTRACTORS; DYNAMIC-ANALYSIS; SYSTEM; IMPLEMENTATION; DESIGN; SYNCHRONIZATION; NETWORK; CHAOS;
D O I
10.3390/sym14030493
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
Considering a nonlinear dynamic oscillator, a high Lyapunov exponent indicates a high degree of randomness useful in many applications, including cryptography. Most existing oscillators yield very low Lyapunov exponents. The proposed work presents a general strategy to derive an n-D hyperchaotic map with a high Lyapunov exponent. A 2D case study was analyzed using some well-known nonlinear dynamic metrics including phase portraits, bifurcation diagrams, finite time Lyapunov exponents, and dimension. These metrics indicated that the state of the novel map was more scattered in the phase plane than in the case of some traditional maps. Consequently, the novel map could produce output sequences with a high degree of randomness. Another important observation was that the first and second Lyapunov exponents of the proposed 2D map were both positive for the whole parameter space. Consequently, the attractors of the map could be classified as hyperchaotic attractors. Finally, these hyperchaotic sequences were exploited for image encryption/decryption. Various validation metrics were exploited to illustrate the security of the presented methodology against cryptanalysts. Comparative analysis indicated the superiority of the proposed encryption/decryption protocol over some recent state-of-the-art methods.
引用
收藏
页数:21
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