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Seeking best-balanced patch-injecting strategies through optimal control approach
Huang, Kaifan1; Li, Pengdeng1; Yang, Lu Xing2; Yang, Xiaofan1; Tang, Yuan Yan3
2019
Source PublicationSecurity and Communication Networks
ISSN1939-0114
Volume2019
Abstract

To restrain escalating computer viruses, new virus patches must be constantly injected into networks. In this scenario, the patch-developing cost should be balanced against the negative impact of virus. This article focuses on seeking best-balanced patch-injecting strategies. First, based on a novel virus-patch interactive model, the original problem is reduced to an optimal control problem, in which (a) each admissible control stands for a feasible patch-injecting strategy and (b) the objective functional measures the balance of a feasible patch-injecting strategy. Second, the solvability of the optimal control problem is proved, and the optimality system for solving the problem is derived. Next, a few best-balanced patch-injecting strategies are presented by solving the corresponding optimality systems. Finally, the effects of some factors on the best balance of a patch-injecting strategy are examined. Our results will be helpful in defending against virus attacks in a cost-effective way.

DOI10.1155/2019/2315627
URLView the original
Language英語English
WOS IDWOS:000472899200001
Scopus ID2-s2.0-85068105236
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Document TypeJournal article
CollectionUniversity of Macau
Affiliation1.School of Big Data and Software Engineering, Chongqing University, Chongqing, 400044, China
2.School of Information Technology, Deakin University, Melbourne, 3125, Australia
3.Department of Computer and Information Science, University of Macau, Macao
Recommended Citation
GB/T 7714
Huang, Kaifan,Li, Pengdeng,Yang, Lu Xing,et al. Seeking best-balanced patch-injecting strategies through optimal control approach[J]. Security and Communication Networks, 2019, 2019.
APA Huang, Kaifan., Li, Pengdeng., Yang, Lu Xing., Yang, Xiaofan., & Tang, Yuan Yan (2019). Seeking best-balanced patch-injecting strategies through optimal control approach. Security and Communication Networks, 2019.
MLA Huang, Kaifan,et al."Seeking best-balanced patch-injecting strategies through optimal control approach".Security and Communication Networks 2019(2019).
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