Framework for Collecting Social Network Events

被引:0
|
作者
Fonseca, Hugo [1 ]
Rocha, Eduardo [1 ]
Salvador, Paulo [1 ]
Nogueira, Antonio [1 ]
机构
[1] Univ Aveiro, Inst Telecomunicacoes, DETI, P-3810193 Aveiro, Portugal
来源
2014 16TH INTERNATIONAL TELECOMMUNICATIONS NETWORK STRATEGY AND PLANNING SYMPOSIUM (NETWORKS) | 2014年
关键词
Monitoring Framework; User Behaviour Modelling; Social networks;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Online Social Networks became a relevant part of daily digital interactions for more than half a billion users around the world. The various personal information sharing practices that social network providers promote have led to their success as innovative social interaction platforms. At the same time, these practices have risen much critique and concerns with respect to privacy and security from different stakeholders. In fact, the massive use of online social networks has risen the attention of hackers and attackers that want to propagate malware and viruses for obtaining sensitive data. In this way, every social network user should be able to easily access, control and analyse the information he shares on his profile in order to efficiently detect any usage deviation. The possibility of detecting different sources of shared information in the same account lead us to design a system based not on information itself but on the timestamps associated to it. The proposed event collector framework can collect all posted information and store it in a relational database for further analysis. Using a friendly graphical interface, users can access all stored information in a comprehensible manner, according to the type of event, thus facilitating the analysis of the user behaviour. Since each event is stored with its corresponding timestamp, it is possible to perform an efficient analysis of all posted contents, compute statistics over collected data, infer/establish the so called "normal" or "typical" usage profile and, thus, be able to detect possible deviations that may correspond to a compromised user account.
引用
收藏
页数:6
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