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A Network Security Situation Analysis framework based on information fusion

  • Songmei Zhang*
  • , Shan Yao
  • , Xin'En Ye
  • , Chunhe Xia
  • *此作品的通讯作者
  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

With the rapid development of the Internet, the network structure becomes larger and more complicated and attacking methods are more sophisticated, too. To enhance network security, Network Security Situation Analysis (NSSA) technology is a research hot spot in the network security domain. But at present, the NSSA framework and model which not only analyze the affected results of the network security but also the process how the network security is affected are less. In this paper, a novel NSSA framework is presented. The framework includes two parts: calculate the Network Security Situation Value (NSSV) and discover intrusion processes. NSSA quantitative assesses the impact on network security caused by attacks upon Analytical Hierarchy Process (AHP) and hierarchical network structure. Based on attack classification, intrusion processes discover the process how network security is affected. At last from the experiments results, NSSV exactly changes as attacks take place and the accurate intrusion processes are discovered. The applicability of the framework and algorithms are verified.

源语言英语
主期刊名Proceedings - 2011 6th IEEE Joint International Information Technology and Artificial Intelligence Conference, ITAIC 2011
326-332
页数7
DOI
出版状态已出版 - 2011
活动2011 6th IEEE Joint International Information Technology and Artificial Intelligence Conference, ITAIC 2011 - Chongqing, 中国
期限: 20 8月 201122 8月 2011

出版系列

姓名Proceedings - 2011 6th IEEE Joint International Information Technology and Artificial Intelligence Conference, ITAIC 2011
1

会议

会议2011 6th IEEE Joint International Information Technology and Artificial Intelligence Conference, ITAIC 2011
国家/地区中国
Chongqing
时期20/08/1122/08/11

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