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基于指数复合型混沌系统的图像加密算法 被引量:9

Image encryption algorithm based on exponential compound chaotic system
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摘要 针对现有基于混沌系统的图像加密算法抗差分攻击能力较弱、混沌系统性能不稳定等问题,提出一种基于指数复合型混沌系统的图像加密算法。该算法首先对图像的R,G,B三个分量插入随机值,由改进的指数复合型混沌系统迭代输出混沌向量构成置乱矩阵,对明文图像进行像素置乱,然后由混沌系统迭代输出的混沌矩阵与明文像素矩阵进行取模运算实现扩散,最后由密钥和混沌序列控制对R,G,B加密矩阵进行矩阵变换,得到密文图像。结果表明:该算法密钥空间大,密文信息熵、像素变化率(NPCR)及归一化平均变化强度(UACI)均接近理想值,抗差分攻击能力强,安全性能高。 Aiming at the problems of existing image encryption algorithms based on chaotic systems,such as weak resistance to differential attacks and unstable performance of chaotic systems,an image encryption algorithm based on exponential composite chaotic systems was proposed.The algorithm first inserted random values into the R,G and B components of the image,and iteratively outputted chaotic vectors from the improved exponential compound chaotic system to form a scrambling matrix,scrambling the pixels of the plaintext image.Then the chaotic matrix output by the chaotic system iteratively and the plaintext pixel matrix were used to realize the diffusion by modular operation.Finally,the ciphertext image was obtained by matrix transformation of encryption matrix of three components of R,G and B,which was controlled by the secret key and chaotic sequence.The results show that the algorithm has a large key space,and ciphertext information entropy,number of pixel change rate(NPCR)and uniform average change intensity(UACI)are all close to ideal values.It has strong resistance to differential attacks and high security performance.
作者 谭云 张春虎 秦姣华 向旭宇 TAN Yun;ZHANG Chunhu;QIN Jiaohua;XIANG Xuyu(College of Computer Science and Information Technology,Central South University of Forestry and Technology,Changsha 410004,China)
出处 《华中科技大学学报(自然科学版)》 EI CAS CSCD 北大核心 2021年第2期121-126,共6页 Journal of Huazhong University of Science and Technology(Natural Science Edition)
基金 国家自然科学基金资助项目(61772561,62002392) 湖南省自然科学基金资助项目(2020JJ4140,2020JJ4141)。
关键词 指数复合型混沌系统 图像加密 抗差分攻击 置乱扩散 安全分析 exponential compound chaotic system image encryption anti differential attack scrambling diffusion security analysis
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