On Modeling Malware Propagation in Generalized Social Networks

被引：75
|
作者：
Cheng, Shin-Ming [1 ]
Ao, Weng Chon [1 ]
Chen, Pin-Yu [1 ]
Chen, Kwang-Cheng [1 ]
机构：
[1] Natl Taiwan Univ, Grad Inst Commun Engn, Taipei 10764, Taiwan
来源：
IEEE COMMUNICATIONS LETTERS | 2011年 / 15卷 / 01期
关键词：
Epidemiology; malware propagation; proximity malware; social network;
D O I：
10.1109/LCOMM.2010.01.100830
中图分类号：
TN [电子技术、通信技术];
学科分类号：
0809 ;
摘要：
A hybrid malware on smart phones can be propagated by both end-to-end messaging services via personal social communications and short-range wireless communication services via spatial social interactions. Inspired from epidemiology, we propose a novel differential equation-based model to analyze the mixed behaviors of delocalized infection and ripple-based propagation for the hybrid malware in generalized social networks consisting of personal and spatial social relations. Validated by simulations, our model serves as the very first analytical model successfully approximating the complicated propagation behaviors of the hybrid malware.
引用
收藏
页码：25 / 27
页数：3
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