Virus Propagation Modeling in Facebook

被引：4

作者：

Fan, W. ^{[1
]}

Yeung, K. H. ^{[1
]}

机构：

[1] City Univ Hong Kong, Dept Elect Engn, Hong Kong, Hong Kong, Peoples R China

来源：

2010 INTERNATIONAL CONFERENCE ON ADVANCES IN SOCIAL NETWORKS ANALYSIS AND MINING (ASONAM 2010) | 2010年

关键词：

NETWORKS;

D O I：

10.1109/ASONAM.2010.22

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Online social network services have attracted more and more users in recent years. So the security in social networks becomes a critical problem. In this paper, we propose a virus model based on the application network of Facebook, which is the most popular among these social network service providers. We also model the virus propagation with an email virus model and compare the behaviors of virus spreading in Facebook and email network. We find that while Facebook provides a platform for application developers, it also provides the same chance for virus spreading. And virus will spread faster in Facebook network if users of Facebook spend more time on it for entertainment.

引用

页码：331 / 335

页数：5

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