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A new 2D cross hyperchaotic Sine-modulation-Logistic map and its application in bit-level image encryption

delete2025-02-01
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PRE
AI
M
Mingxu Wang
L
Lin Teng *
W
Wenjie Zhou
X
Xiaopeng Yan
Z
Zhiqiu Xia
S
Shuang Zhou
DOI:10.1016/j.eswa.2024.125328delete
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Abstract

Abstract

En 中文
Chaotic theory is being increasingly researched for application in image encryption scheme (IES). This paper presents a novel two-dimensional cross hyperchaotic Sine-modulation-Logistic map (2D-CHSLM) based on the famous Sine and Logistic maps. The hyperchaotic behaviors of 2D-CHSLM are demonstrated through bifurcation diagrams, trajectory plots, Lyapunov exponents, histogram, correlation dimension, sensitivity to initial conditions, sample entropy, 0-1 test, and NIST 800-22 test. A new bit-level IES with traditional an encryption structure is proposed utilizing 2D-CHSLM. The 2D-CHSLM-IES performs 2D-CHSLM-based bit-level confusion using a zigzag transform and 2D-CHSLM-based cross coupled diffusion operations to generate a highly secure cipher-image. Simulations and security analyses, including key space, key sensitivity, histogram, correlation, information entropy, encryption quality, known-plain and chosen-plain attacks, floating Frequency, differential attack, noise and data loss attacks, demonstrate the robust security of the proposed 2D-CHSLM-IES.
Keywords:
2D cross hyperchaotic map
Zigzag transform
Cross coupled diffusion
Bit-level image encryption

Journal

Expert Systems with Applications cover
Expert Systems with Applications
IF:
7.5
Papers:
2.9W
Citations:
10.2W

Organization

Q
Qilu University of Technology
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Citations: 16
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Lanzhou Jiaotong University
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Papers: 3.6K
Citations: 4.2K
D
Dalian Ocean University
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3.0K
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Dalian Maritime University
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