Intrusion Detection Alert Correlation Based on Choquet Fuzzy Integral

Nurbol; CHAI Sheng; LI Hong-wei; HU Liang

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Intrusion Detection Alert Correlation Based on Choquet Fuzzy Integral

更新时间：2025-07-16

- Intrusion Detection Alert Correlation Based on Choquet Fuzzy Integral
- Acta Electronica Sinica Vol. 39, Issue 12, Pages: 2741-2747(2011)
- 作者机构：
  
  1. 吉林大学计算机科学与技术学院,吉林,长春,130012
  2. 新疆大学信息科学与工程学院,新疆,乌鲁木齐,830046
  3. 吉林大学符号计算与知识工程教育部重点实验室,吉林,长春,130012
  4. 吉林大学计算机科学与技术学院吉林长春,130012
  5. 新疆大学信息科学与工程学院新疆乌鲁木齐,830046
  6. 吉林大学符号计算与知识工程教育部重点实验室吉林长春,130012
- 作者简介：
- 基金信息：
- DOI：
  CLC： TP302.7
- Published：2011
- 稿件说明：
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Nurbol, CHAI Sheng, LI Hong-wei, et al. Intrusion Detection Alert Correlation Based on Choquet Fuzzy Integral[J]. Acta Electronica Sinica, 2011, 39(12): 2741-2747.
DOI：

Nurbol, CHAI Sheng, LI Hong-wei, et al. Intrusion Detection Alert Correlation Based on Choquet Fuzzy Integral[J]. Acta Electronica Sinica, 2011, 39(12): 2741-2747. DOI：

摘要

文章研究了警报关联方法

模糊积分和模糊认知图基本理论

提出了一种基于Choquet模糊积分的入侵检测警报关联方法

设计并实现了一个能够识别多步攻击的警报关联引擎.通过DRDOS和LLDOS实验表明

该引擎能够有效的检测网络中存在的大规模分布式多步攻击.

Abstract

The alert correlation

choquet fuzzy integral and fuzzy cognitive maps was analyzed

the correlation of IDS alerts based choquet fuzzy integral was proposed and the correlation engine of intrusion detection system was designed.Though experiences of the DRDOS attack and LLDOS attack

it is proved that the alert correlation in the paper could correlate the alerts with high feasibility.

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