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

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

doi:10.3969/j.issn.0372-2112.2013.06.010

您当前的位置：

首页 >

文章列表页 >

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

更新时间：2025-07-16

- A Multi-Stage Attack Planning Problem Description Model Based on Knowledge Representation
- Acta Electronica Sinica Vol. 41, Issue 6, Pages: 1101-1107(2013)
- 作者机构：
  
  1. 新疆大学信息科学与工程学院,新疆,乌鲁木齐,830046
  2. 吉林大学计算机科学与技术学院,吉林,长春,130012
  3. 公安部第一研究所,北京,100044
  4. 新疆多语种信息技术重点实验室,新疆,乌鲁木齐,830046
  5. 新疆大学信息科学与工程学院,新疆,乌鲁木齐,830046
  6. 吉林大学计算机科学与技术学院,吉林,长春,130012
  7. 公安部第一研究所,北京,100044
  8. 新疆多语种信息技术重点实验室,新疆,乌鲁木齐,830046
- 作者简介：
- 基金信息：
- DOI：10.3969/j.issn.0372-2112.2013.06.010
  CLC： TP39
- Published：2013
- 稿件说明：
移动端阅览
Nurbol, XIE Nan-nan, LIU Zhi-yu, et al. A Multi-Stage Attack Planning Problem Description Model Based on Knowledge Representation[J]. Acta Electronica Sinica, 2013, 41(6): 1101-1107.
DOI：

Nurbol, XIE Nan-nan, LIU Zhi-yu, et al. A Multi-Stage Attack Planning Problem Description Model Based on Knowledge Representation[J]. Acta Electronica Sinica, 2013, 41(6): 1101-1107. DOI： 10.3969/j.issn.0372-2112.2013.06.010.

摘要

网络入侵检测中

攻击的形式越来越多样化和复杂化

网络多步攻击成为当前攻击的主要形式.智能规划最早用于人工智能领域

将一个领域内的知识形成规划推理时的规划域

将待求解的问题对应于规划问题.将智能规划应用于多步攻击领域

用以对多步攻击进行识别

并以此为基础

提出一种基于知识表示的多步攻击规划问题描述模型

用以提供解决复杂网络攻击数据的形式化描述问题的一种探索.实验中规划问题采用PDDL语言进行描述

对所提模型进行可用性验证.

Abstract

In network intrusion detection

the modes of attack are more and more complex and diversified.Network multi-stage attack has been the main form of current attack.Intelligent planning was used in artificial intelligence

makes the fields knowledge as planning domain

and the issues to be solved as planning problems.In this paper

intelligent planning was used in recognition of multi-stage attack

and based on this

a multi-stage planning problem recognize model was proposed

in order to provide an useful exploration of network attack data formal description.The model is described in PDDL

and evaluation shows the proposed model have well availability.

关键词

Keywords

references

Views

1540

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

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

Classical Planning Methods Based on Axioms Reduction

Related Author

HU Liang

XIE Nan-nan

Nurbol

LIU Zhi-yu

CHAI Sheng

LV Shuai

LIU Lei

SHI Lian

Related Institution

Information Science and Engineering College, Xinjiang University

Key Laboratory for Symbol Computation and Knowledge Engineering (Jilin University), Ministry of Education Changchun

Information Science and Engineering College Xinjiang University Urumqi Xinjiang China

Key Laboratory for Symbol Computation and Knowledge Engineering (Jilin University) Ministry of Education Changchun Jilin China

College of Computer Science and Technology, Jilin University

⁰