A Multi-Stage Attack Scenario Recognition Algorithm Based on Intelligent Planning

HU Liang; XIE Nan-nan; Nurbol; LIU Zhi-yu; CHAI Sheng

doi:10.3969/j.issn.0372-2112.2013.09.013

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A Multi-Stage Attack Scenario Recognition Algorithm Based on Intelligent Planning

更新时间：2025-07-16

- A Multi-Stage Attack Scenario Recognition Algorithm Based on Intelligent Planning
- Acta Electronica Sinica Vol. 41, Issue 9, Pages: 1753-1759(2013)
- 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. 公安部第一研究所,北京,100048
  4. 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
  5. 吉林大学计算机科学与技术学院,吉林,长春,130012
  6. 新疆大学信息科学与工程学院,新疆,乌鲁木齐,830046
  7. 公安部第一研究所,北京,100048
  8. 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：
  
  National Key Basic Research Development Plan (No.2009CB320706);National High Technology Research and Development Program of China (No.2011AA010101);National Natural Science Foundation of China (No.61073009, No.61163052);Doctoral Foundation for Xinjiang University (No.BS110126)
- DOI：10.3969/j.issn.0372-2112.2013.09.013
  CLC： TP393.0
- Published：2013
- 稿件说明：
移动端阅览
HU Liang, XIE Nan-nan, Nurbol, et al. A Multi-Stage Attack Scenario Recognition Algorithm Based on Intelligent Planning[J]. Acta Electronica Sinica, 2013, 41(9): 1753-1759.
DOI：

HU Liang, XIE Nan-nan, Nurbol, et al. A Multi-Stage Attack Scenario Recognition Algorithm Based on Intelligent Planning[J]. Acta Electronica Sinica, 2013, 41(9): 1753-1759. DOI： 10.3969/j.issn.0372-2112.2013.09.013.

摘要

多步攻击的识别过程与智能规划的求解过程具有一定的对应性.提出了一种基于智能规划的多步攻击识别模型

将智能规划的方法应用于多步攻击识别的领域

并以此为基础实现相应的识别算法.采用DARPA数据集进行实验

这种算法在多步攻击识别领域

具有较好的有效性和可行性

能够达到可接受的准确率和完备率.

Abstract

Multi-stage attacks recognize process have similar relationship with solving intelligent planning problems.Intelligent planning is used in multi-stage attacks recognition

in order to achieve the attack scenarios recognition.A multi-stage attack recognition model based on intelligent planning is proposed

and based on this

a multi-stage attack scenario recognition algorithm is realized.Experiments on DARPA datasets shows this algorithm have acceptable accuracy and completeness rate in multi-stage recognition.

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A Multi-Stage Attack Planning Problem Description Model Based on Knowledge Representation

Classical Planning Methods Based on Axioms Reduction

Related Author

Nurbol

XIE Nan-nan

LIU Zhi-yu

HU Liang

CHAI Sheng

LV Shuai

LIU Lei

SHI Lian

Related Institution

School of Information Science and Engineering, Xinjiang University

Key Laboratory of Multi-Language Information Technology, Xinjiang University

School of Information Science and Engineering Xinjiang University Urumqi Xinjiang China

Key Laboratory of Multi-Language Information Technology Xinjiang University Urumqi Xinjiang China

College of Computer Science and Technology, Jilin University

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