System Recovery-Aware Virus Propagation Model and Its Steady-State Analysis
System Recovery-Aware Virus Propagation Model and Its Steady-State Analysis作者机构:School of Computer Huazhong University of Science and Technology
出 版 物:《China Communications》 (中国通信(英文版))
年 卷 期:2016年第13卷第5期
页 面:151-161页
核心收录:
学科分类:0810[工学-信息与通信工程] 0808[工学-电气工程] 0809[工学-电子科学与技术(可授工学、理学学位)] 0839[工学-网络空间安全] 08[工学] 081201[工学-计算机系统结构] 0812[工学-计算机科学与技术(可授工学、理学学位)]
基 金:supported by China NSF(61572222, 61272405, 61272033, 61272451, 61472121) Fundamental Research Funds for the Central Universities and the open research fund of Zhejiang Provincial Key Lab of Data Storage Transmission Technology, Hangzhou Dianzi University(No. 201301)
主 题:病毒传播模型 电脑系统 稳态分析 感知 网络结构 稳定状态 病毒防御 人类行为
摘 要:Network structures and human behaviors are considered as two important factors in virus defense currently. However, due to ignorance of network security, normal users usually take simple activities, such as reinstalling computer system, or using the computer recovery system to clear virus. How system recovery influences virus spreading is not taken into consideration currently. In this paper, a new virus propagation model considering the system recovery is proposed first, and then in its steady-state analysis, the virus propagation steady time and steady states are deduced. Experiment results show that models considering system recovery can effectively restrain virus propagation. Furthermore, algorithm with system recovery in BA scale-free network is proposed. Simulation result turns out that target immunization strategy with system recovery works better than traditional ones in BA network.