基于双重二维混沌映射的压缩图像加密方案

doi:10.11896/jsjkx.210700235

计算机科学 ›› 2022, Vol. 49 ›› Issue (8): 344-349.doi: 10.11896/jsjkx.210700235

• 信息安全 • 上一篇

基于双重二维混沌映射的压缩图像加密方案

周连兵¹, 周湘贞², 崔学荣³

1 东营职业学院人工智能学院山东东营 257091
2 北京航空航天大学计算机学院北京 100191
3 中国石油大学(华东)海洋与空间信息学院山东青岛 266580

收稿日期:2021-07-23 修回日期:2021-10-15 发布日期:2022-08-02
通讯作者: 周连兵(zlb@126.com)
基金资助:
国家自然科学基金(61902431);基于自动学习的深度置信网络及多源信息融合的复杂环境下室内定位关键技术研究

Compressed Image Encryption Scheme Based on Dual Two Dimensional Chaotic Map

ZHOU Lian-bing¹, ZHOU Xiang-zhen², CUI Xue-rong³

1 School of Artificial Intelligence,Dongying Vocational Institute,Dongying,Shandong 257091,China
2 School of Computer Science and Engineering,Beihang University,Beijing 100191,China
3 College of Oceanography and Space Informatics,China University of Petroleum(East China),Qingdao,Shandong 266580,China

Received:2021-07-23 Revised:2021-10-15 Published:2022-08-02
About author:ZHOU Lian-bing,born in 1978,master,professor.His main research interests include computer network and so on.
Supported by:
National Natural Science Foundation of China(61902431) and Study on the Key Technologies of IndoorLocatization in Complex Environment Based on the Automatic Learning Deep Belief Nets and Multi-source Information Fusion.

摘要/Abstract

摘要： 为了提高混沌加密系统的安全性和加密速度,提出了一种联合混沌映射的轻量级压缩图像加密方案。首先,为了加速加密过程,破坏像素间的相关性,将数字图像分割为图像块,并通过在频域中的处理对其进行压缩;然后,实施2D Logistic混沌映射,用于在密钥生成、置乱和替换阶段对图像像素进重排和换位。此外,为了进一步提高安全等级,在扩散阶段利用另一种混沌映射2D Henon映射来改变置乱图像的像素值。性能评估结果表明,所提方案能够满足图像加密的安全性要求,且密钥空间大。与其他优秀方案相比,该方案能够更好地抵御统计和差分等攻击,且对生成的密钥空间改变具有高度敏感性。其中,密钥空间大小为256位,实现了约99%的NPCR值和超过15%的UACI值。

关键词: 安全性, 混沌加密系统, 加密速度, 密钥, 图像加密, 压缩图像

Abstract: In order to improve the security and encryption speed of chaotic encryption system,a lightweight compression image encryption scheme based on chaotic mapping is proposed.Firstly,in order to speed up the encryption process and destroy the correlation between pixels,the digital image is divided into image blocks and compressed by processing in the frequency domain.Then,2D Logistic chaotic mapping is implemented to rearrange and transpose image pixels in the key generation,scrambling and replacement stages.In addition,to further improve the security level,in the diffusion stage,another chaotic map 2D Henon map is used to change the pixel value of the scrambled image.Performance evaluation results show that the proposed scheme can meet the security requirements of image encryption,and the key space is large.Compared with other excellent schemes,this scheme can better resist statistical and differential attacks,and it is highly sensitive to the change of the generated key space.Its key space size is 256bits,the NPCR value is about 99%,and UACI value is more than 15%.

Key words: Chaotic encryption system, Compression image, Encryption speed, Image encryption, Key, Security

中图分类号:

TN918

周连兵, 周湘贞, 崔学荣. 基于双重二维混沌映射的压缩图像加密方案[J]. 计算机科学, 2022, 49(8): 344-349. https://doi.org/10.11896/jsjkx.210700235

ZHOU Lian-bing, ZHOU Xiang-zhen, CUI Xue-rong. Compressed Image Encryption Scheme Based on Dual Two Dimensional Chaotic Map[J]. Computer Science, 2022, 49(8): 344-349. https://doi.org/10.11896/jsjkx.210700235

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基于双重二维混沌映射的压缩图像加密方案

Compressed Image Encryption Scheme Based on Dual Two Dimensional Chaotic Map

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