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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Veröffentlicht in:IEEE transactions on circuits and systems for video technology Jg. 33; H. 8; S. 4388 - 4400
Hauptverfasser: Gao, Suo, Wu, Rui, Wang, Xingyuan, Liu, Jiafeng, Li, Qi, Wang, Chunpeng, Tang, Xianglong
Format: Journal Article
Sprache:Englisch
Veröffentlicht: New York IEEE 01.08.2023
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:
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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Zusammenfassung: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.
Bibliographie:ObjectType-Article-1
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ISSN:1051-8215
1558-2205
DOI:10.1109/TCSVT.2023.3237136