An ACP-Based Parallel Approach for Color Image Encryption Using Redundant Blocks

doi:10.1109/TCYB.2021.3105568

CASIA OpenIR > 多模态人工智能系统全国重点实验室 > 平行智能技术与系统团队

	An ACP-Based Parallel Approach for Color Image Encryption Using Redundant Blocks
	Zheng, Wenbo 1,2; Yan, Lan1,3 ; Gou, Chao4 ; Wang, Fei-Yue1
发表期刊	IEEE TRANSACTIONS ON CYBERNETICS
ISSN	2168-2267
	2021-11-23
页码	16
通讯作者	Wang, Fei-Yue(feiyue.wang@ia.ac.cn)
摘要	Public concerns on image encryption grow significantly as the development and application of edge computing and the Internet of Things intensified recently. However, most existing image cryptosystems are not sophisticated enough to resist the two major attack strategies available currently, that is: 1) differential attacks and 2) chosen-plaintext attacks, which are famous for their destructive power, especially their capability of exploiting cryptosystems' features to recover the secret key. In this article, we propose an artificial image, computational experiment, and parallel execution (ACP)-based color image encryption approach using redundant blocks. First, a redundant blocks strategy with redundant spaces is proposed to prevent differential attacks and accelerate operating speed while guaranteeing the security of image cryptosystems. Second, real-world chaotic data (e.g., stock data) are obtained to generate artificial images and conduct computational experiments. Furthermore, artificial images are encrypted via real-world chaos, while the original images are encrypted via simulated chaos (such as Chen's hyperchaos). Finally, we design the process of parallel execution for image encryption and use DNA XOR to merge two groups of encrypted subimages to fuse the effect of the chaotic characteristics in both the real world and the simulation. The final encrypted image is realized through the recovery of redundant blocks. The ACP mechanism of color image encryption achieves the goal of improving the sophistication of chaos-based cryptosystems and resists both the differential and chosen-plaintext attacks. Experimental results and security analysis show that our approach provides not only excellent encryption but also security sufficient to prevent known attacks.
关键词	Encryption DNA Color Resists Computational modeling Image coding Complex systems Artificial image and parallel execution (ACP) method color image encryption computational experiment image division block parallel computing
DOI	10.1109/TCYB.2021.3105568
关键词[WOS]	LYAPUNOV EXPONENTS ; BROWNIAN-MOTION ; CHAOTIC SYSTEM ; SCHEME
收录类别	SCI
语种	英语
资助项目	National Key Research and Development Program of China[2018AAA0101502] ; Key Research and Development Program of Guangzhou[202007050002] ; Natural Science Foundation of China[61806198] ; Natural Science Foundation of China[61533019] ; Natural Science Foundation of China[U1811463]
项目资助者	National Key Research and Development Program of China ; Key Research and Development Program of Guangzhou ; Natural Science Foundation of China
WOS研究方向	Automation & Control Systems ; Computer Science
WOS类目	Automation & Control Systems ; Computer Science, Artificial Intelligence ; Computer Science, Cybernetics
WOS记录号	WOS:000727923100003
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
七大方向——子方向分类	图像视频处理与分析
引用统计	被引频次：10[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/46786
专题	多模态人工智能系统全国重点实验室_平行智能技术与系统团队
通讯作者	Wang, Fei-Yue
作者单位	1.Chinese Acad Sci, State Key Lab Management & Control Complex Syst, Inst Automat, Beijing 100190, Peoples R China 2.Xi An Jiao Tong Univ, Sch Software Engn, Xian 710049, Peoples R China 3.Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100190, Peoples R China 4.Sun Yat Sen Univ, Sch Intelligent Syst Engn, Guangzhou 510275, Peoples R China
第一作者单位	中国科学院自动化研究所
通讯作者单位	中国科学院自动化研究所
推荐引用方式 GB/T 7714	Zheng, Wenbo,Yan, Lan,Gou, Chao,et al. An ACP-Based Parallel Approach for Color Image Encryption Using Redundant Blocks[J]. IEEE TRANSACTIONS ON CYBERNETICS,2021:16.
APA	Zheng, Wenbo,Yan, Lan,Gou, Chao,&Wang, Fei-Yue.(2021).An ACP-Based Parallel Approach for Color Image Encryption Using Redundant Blocks.IEEE TRANSACTIONS ON CYBERNETICS,16.
MLA	Zheng, Wenbo,et al."An ACP-Based Parallel Approach for Color Image Encryption Using Redundant Blocks".IEEE TRANSACTIONS ON CYBERNETICS (2021):16.