DocumentCode
2415441
Title
Research of the Computer Virus Evolution Model Based on Immune Genetic Algorithm
Author
Wu, Lihua ; Zhang, Yu
fYear
2011
fDate
16-18 May 2011
Firstpage
9
Lastpage
13
Abstract
Inspiration form biological immune mechanism, this article gives the formal definition of computer virus in the gene model. Based on immune genetic algorithm, a evolution model of computer virus is proposed, and also the evolution operators which include selection operator, crossover operator, mutation operator and immune operator are established. The simulation experiments were conducted and it indicates that computer viruses and biological viruses have the same natural features, it also has a self-replicating, self-construction and self-evolution of biological characteristics. The evolution model of computer virus can provides research thinking for anti-virus technology to improve and enhance, especially on detecting and preventing unknown viruses or mutations of known virus.
Keywords
Biological information theory; Computational modeling; Computers; Evolution (biology); Genetic algorithms; Immune system; Viruses (medical); Immune genetic algorithm; artificial virus; evolution operator;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer and Information Science (ICIS), 2011 IEEE/ACIS 10th International Conference on
Conference_Location
Sanya, China
Print_ISBN
978-1-4577-0141-2
Type
conf
DOI
10.1109/ICIS.2011.72
Filename
6086441
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