Asynchronous Updating Boolean Network Encryption Algorithm

An asynchronous updating Boolean network is employed to simulate and analyze the gene expression of a particular tissue or species, revealing the life activity process from a system perspective to reveal the disease mechanism and treat the disease. Therefore, to ensure the safe transmission of the a...

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Vydané v:	IEEE transactions on circuits and systems for video technology Ročník 33; číslo 8; s. 4388 - 4400
Hlavní autori:	Gao, Suo, Wu, Rui, Wang, Xingyuan, Liu, Jiafeng, Li, Qi, Wang, Chunpeng, Tang, Xianglong
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	New York IEEE 01.08.2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Predmet:	Algorithms Bifurcation Boolean Boolean functions Boolean network Chaos Chaos theory Cryptography Encoding Encryption Entropy (Information theory) Gene expression image encryption image processing NIST Scrambling (communication) Security Tensors Trajectory Two dimensional analysis
ISSN:	1051-8215, 1558-2205
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Abstract	An asynchronous updating Boolean network is employed to simulate and analyze the gene expression of a particular tissue or species, revealing the life activity process from a system perspective to reveal the disease mechanism and treat the disease. Therefore, to ensure the safe transmission of the asynchronous updating Boolean network in the network, we designed an asynchronous updating Boolean network encryption algorithm based on chaos (ABNEA). First, a novel 2D chaotic system (2D-FPSM) is designed. This system has better performance than the classical 2D chaotic system. It is very suitable for cryptographic systems to generate key streams. Second, an encoding rule is designed to convert the asynchronous updating Boolean network to a Boolean matrix and propagate it on the network as an image. The receiver and sender jointly save the encoding rule. Last, to protect the safe propagation of the Boolean network matrix on the network, the method of synchronous scrambling-diffusion is adapted to encrypt the Boolean network matrix based on the 2D-FPSM. Simulation experiments and security analysis show that the average correlation of adjacent pixels of ciphertext are 0.0010, -0.0010, -0.0020, and the average information entropy is 7.9984. The ABNEA can complete the encryption tasks of asynchronously updating Boolean networks and exhibits good security characteristics.
AbstractList	An asynchronous updating Boolean network is employed to simulate and analyze the gene expression of a particular tissue or species, revealing the life activity process from a system perspective to reveal the disease mechanism and treat the disease. Therefore, to ensure the safe transmission of the asynchronous updating Boolean network in the network, we designed an asynchronous updating Boolean network encryption algorithm based on chaos (ABNEA). First, a novel 2D chaotic system (2D-FPSM) is designed. This system has better performance than the classical 2D chaotic system. It is very suitable for cryptographic systems to generate key streams. Second, an encoding rule is designed to convert the asynchronous updating Boolean network to a Boolean matrix and propagate it on the network as an image. The receiver and sender jointly save the encoding rule. Last, to protect the safe propagation of the Boolean network matrix on the network, the method of synchronous scrambling-diffusion is adapted to encrypt the Boolean network matrix based on the 2D-FPSM. Simulation experiments and security analysis show that the average correlation of adjacent pixels of ciphertext are 0.0010, -0.0010, -0.0020, and the average information entropy is 7.9984. The ABNEA can complete the encryption tasks of asynchronously updating Boolean networks and exhibits good security characteristics.
Author	Wang, Xingyuan Gao, Suo Wu, Rui Li, Qi Tang, Xianglong Wang, Chunpeng Liu, Jiafeng
Author_xml	– sequence: 1 givenname: Suo orcidid: 0000-0002-0020-6469 surname: Gao fullname: Gao, Suo email: gaosuo@stu.hit.edu.cn organization: School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China – sequence: 2 givenname: Rui surname: Wu fullname: Wu, Rui email: simple@hit.edu.cn organization: School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China – sequence: 3 givenname: Xingyuan orcidid: 0000-0002-3844-3195 surname: Wang fullname: Wang, Xingyuan email: xywang@dlmu.edu.cn organization: School of Information Science and Technology, Dalian Maritime University, Dalian, China – sequence: 4 givenname: Jiafeng surname: Liu fullname: Liu, Jiafeng email: jefferyliu@hit.edu.cn organization: School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China – sequence: 5 givenname: Qi orcidid: 0000-0001-7729-1422 surname: Li fullname: Li, Qi email: qluliqi@163.com organization: School of Information Science and Technology, Dalian Maritime University, Dalian, China – sequence: 6 givenname: Chunpeng orcidid: 0000-0002-3742-5614 surname: Wang fullname: Wang, Chunpeng email: mpeng1122@163.com organization: School of Cyber Security, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China – sequence: 7 givenname: Xianglong surname: Tang fullname: Tang, Xianglong email: tangxl@hit.edu.cn organization: School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China
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SubjectTerms	Algorithms Bifurcation Boolean Boolean functions Boolean network Chaos Chaos theory Cryptography Encoding Encryption Entropy (Information theory) Gene expression image encryption image processing NIST Scrambling (communication) Security Tensors Trajectory Two dimensional analysis
Title	Asynchronous Updating Boolean Network Encryption Algorithm
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