Game theory-based malware propagation model for wireless sensor network
Malware propagation is an important security problem faced by wireless sensor network (WSN).From the perspective of game theory,the microscopic mechanism of malware propagationin WSN was analyzed.The attack-defense game model of WSN was built,and the mixed Nash equilibrium solution of the model was...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | zho |
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Beijing Xintong Media Co., Ltd
2018-11-01
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| Series: | Dianxin kexue |
| Subjects: | |
| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2018252/ |
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| _version_ | 1841530469788680192 |
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| author | Haiping ZHOU Shigen SHEN Longjun HUANG Sheng FENG |
| author_facet | Haiping ZHOU Shigen SHEN Longjun HUANG Sheng FENG |
| author_sort | Haiping ZHOU |
| collection | DOAJ |
| description | Malware propagation is an important security problem faced by wireless sensor network (WSN).From the perspective of game theory,the microscopic mechanism of malware propagationin WSN was analyzed.The attack-defense game model of WSN was built,and the mixed Nash equilibrium solution of the model was obtained.With the solution,the infection probability of malware was determined and the theoretical model for the malware propagation in WSN was established.Meanwhile,a cellular automata model was proposed to simulate malware propagation process in WSN.Simulation experiments reveal the relationship between the propagation speed and the game parameters.The results of this study are of significance for people to formulate measures to reduce the propagation speed of malware. |
| format | Article |
| id | doaj-art-b2c4b8dc596c49fb898d1adf98b01ef1 |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2018-11-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-b2c4b8dc596c49fb898d1adf98b01ef12025-01-15T03:03:46ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012018-11-0134677659592909Game theory-based malware propagation model for wireless sensor networkHaiping ZHOUShigen SHENLongjun HUANGSheng FENGMalware propagation is an important security problem faced by wireless sensor network (WSN).From the perspective of game theory,the microscopic mechanism of malware propagationin WSN was analyzed.The attack-defense game model of WSN was built,and the mixed Nash equilibrium solution of the model was obtained.With the solution,the infection probability of malware was determined and the theoretical model for the malware propagation in WSN was established.Meanwhile,a cellular automata model was proposed to simulate malware propagation process in WSN.Simulation experiments reveal the relationship between the propagation speed and the game parameters.The results of this study are of significance for people to formulate measures to reduce the propagation speed of malware.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2018252/wireless sensor networkmalware propagationattack-defense gamecellular automation |
| spellingShingle | Haiping ZHOU Shigen SHEN Longjun HUANG Sheng FENG Game theory-based malware propagation model for wireless sensor network Dianxin kexue wireless sensor network malware propagation attack-defense game cellular automation |
| title | Game theory-based malware propagation model for wireless sensor network |
| title_full | Game theory-based malware propagation model for wireless sensor network |
| title_fullStr | Game theory-based malware propagation model for wireless sensor network |
| title_full_unstemmed | Game theory-based malware propagation model for wireless sensor network |
| title_short | Game theory-based malware propagation model for wireless sensor network |
| title_sort | game theory based malware propagation model for wireless sensor network |
| topic | wireless sensor network malware propagation attack-defense game cellular automation |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2018252/ |
| work_keys_str_mv | AT haipingzhou gametheorybasedmalwarepropagationmodelforwirelesssensornetwork AT shigenshen gametheorybasedmalwarepropagationmodelforwirelesssensornetwork AT longjunhuang gametheorybasedmalwarepropagationmodelforwirelesssensornetwork AT shengfeng gametheorybasedmalwarepropagationmodelforwirelesssensornetwork |