Image encryption algorithm based on DNA network and hyperchaotic system

被引:16
作者
Yu, Jinwei [1 ]
Peng, Kaiyu [1 ]
Zhang, Langwen [1 ]
Xie, Wei [1 ,2 ,3 ,4 ]
机构
[1] South China Univ Technol, Sch Automat Sci & Engn, Guangzhou, Guangdong, Peoples R China
[2] South China Univ Technol, Guangdong Prov Key Lab Tech & Equipment Macromol A, Guangzhou, Guangdong, Peoples R China
[3] South China Univ Technol, Key Lab Autonomous Syst & Networked Control, Minist Educ, Guangzhou, Guangdong, Peoples R China
[4] South China Univ Technol, Guangdong Engn Technol Res Ctr Unmanned Aerial Veh, Guangzhou, Guangdong, Peoples R China
关键词
Image encryption; Hyper-chaotic system; DNA operation; DNA network; Triploid mutation; MAP;
D O I
10.1007/s00371-023-03219-9
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
This paper presents a novel deoxyribonucleic acid (DNA) network encryption method combined with a hyperchaotic system for image encryption. The DNA network encryption algorithm contains 12 different DNA operations, which overcomes the limitations of existing DNA encryption schemes that rely on limited fixed DNA operation types. Firstly, secure hash algorithm 256-bit (SHA-256) is employed to generate secret keys associated with the plaintext. Secondly, the hyperchaotic system is employed to derive key streams with high plaintext sensitivity. Thirdly, the DNA encoding, DNA network encryption and decoding are performed sequentially to encrypt the plaintext image using the keystreams. Finally, an additional row-column disruption is executed to strengthen the resistance of the encryption scheme to attacks. Security analysis reveals that the information entropy of our cipher image reaches 7.9975 and the average pixel correlation coefficients are below 0.01, implying that our encryption algorithm has excellent security.
引用
收藏
页码:8001 / 8021
页数:21
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