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改进型Logistic混沌映射及其在图像加密与隐藏中的应用
引用本文:刘公致, 吴琼, 王光义, 靳培培. 改进型Logistic混沌映射及其在图像加密与隐藏中的应用[J]. 电子与信息学报, 2022, 44(10): 3602-3609. doi: 10.11999/JEIT210763
作者姓名:刘公致  吴琼  王光义  靳培培
作者单位:杭州电子科技大学电子信息学院 杭州 310018
基金项目:国家自然科学基金(61771176)
摘    要:鉴于原Logistic映射的映射范围有限、混沌参数范围小、分布不均匀等缺陷,该文提出一个新的改进型Logistic混沌映射。该映射有$ mu $和$ alpha $两个参数,$ {x_{n - 1}} $和$ {x_n} $两个初值,参数和初值选取范围可扩展到任意实数,其混沌映射均为满映射,且映射范围可任意调控。将该映射应用到图像加密,其算法采用像素值异或(XOR)加密、像素位置置乱处理。之后再把密文数据隐藏在与密文无关的载图之中。对密文图像做了一系列的分析,包括图像的相邻像素点相关性,直方图分析和密钥敏感性测试。分析结果表明,所提加密算法具有很好的安全性和加密效果。

关 键 词:Logistic混沌映射   图像加密   图像隐藏
收稿时间:2021-08-02
修稿时间:2021-12-11

A Improved Logistic Chaotic Map and Its Application to Image Encryption and Hiding
LIU Gongzhi, WU Qiong, WANG Guangyi, JIN Peipei. A Improved Logistic Chaotic Map and Its Application to Image Encryption and Hiding[J]. Journal of Electronics & Information Technology, 2022, 44(10): 3602-3609. doi: 10.11999/JEIT210763
Authors:LIU Gongzhi  WU Qiong  WANG Guangyi  JIN Peipei
Affiliation:School of Electronic Information, Hangzhou Dianzi University, Hangzhou 310018, China
Abstract:In view of the limited mapping range of the original Logistic map, the small range of chaotic parameters, and the uneven distribution, a new improved Logistic chaotic map is proposed. The mapping has two parameters $ mu $ and $ alpha $, and two initial values of $ {x_{n - 1}} $ and $ {x_n} $. The parameter and initial value selection range can be extended to any real number. The chaotic mapping is full mapping, and the mapping range can be adjusted arbitrarily. This mapping is applied to image encryption, and the algorithm uses pixel value Exclusive OR(XOR) encryption and pixel position is scrambled . Afterwards, the ciphertext data is hidden in the image that has nothing to do with the ciphertext. A series of analysis is done on the ciphertext image, including the correlation between adjacent pixels of the image, histogram analysis and key sensitivity test. The analysis result shows that the proposed encryption algorithm has good security and encryption effect.
Keywords:Logistic chaotic map  Image encryption  Image hiding
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