Title :
Network information content security: a framework for intelligent analysis and monitoring
Author :
Zhao, Yangping ; Zhao, Jizhuang ; Xu, Rongsheng
Author_Institution :
Sch. of Manage. & Econ., Beijing Inst. of Technol., China
Abstract :
The security assurance of network is critical to the whole modern world. As the increasingly occurred common network security incidents, current network security approaches are not sufficient. To transcend these limits, we should synthetically analyze security related factors from various kinds of sources and visual perspectives. Therefore we present a general framework for intelligent analysis and monitoring the security of network information content in high-speed network. The system can intelligently gather and transform various channels of non-structured, semi-structured and structured data based on broadband network; carry on security assurance related characteristic selections and topic identification; perform social network analysis of email and BBS; and fuse analysis of technical, social, economic and political triggers to information security incidents. The system can help information security experts find the association rules in the results from various analyzing levels, and visualize association patterns by their relational structures from link analysis techniques and provide early warning to system administrators.
Keywords :
broadband networks; data mining; electronic mail; information analysis; monitoring; security of data; telecommunication security; BBS analysis; association pattern visualization; association rule mining; broadband network; email analysis; high-speed network; intelligent analysis; intelligent monitoring; link analysis; network information content security; security assurance related characteristic selections; security assurance related topic identification; social network analysis; Data security; Deductive databases; High-speed networks; Information analysis; Information security; Intelligent networks; Intelligent systems; Monitoring; Pattern analysis; Performance analysis;
Conference_Titel :
Services Systems and Services Management, 2005. Proceedings of ICSSSM '05. 2005 International Conference on
Print_ISBN :
0-7803-8971-9
DOI :
10.1109/ICSSSM.2005.1500111