| 自适应入侵检测系统 |
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| 引用本文： | 盛思源,战守义,石耀斌.自适应入侵检测系统[J].北京理工大学学报,2002,22(1):72-75. |
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| 作者姓名： | 盛思源 战守义 石耀斌 |
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| 作者单位： | 北京理工大学,计算机科学与工程系,北京,100081 |
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| 基金项目： | 高等学校博士学科点专项科研项目;; |
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| 摘 要： | 论述入侵检测系统的基本概念,分析入侵检测系统(IDS)的关键技术及存在的问题.为了解决传统入侵检测模型所存在的问题,提出了一个自适应入侵检测系统(AIDS)模型,阐述了系统模型的结构及主要功能.运用自适应的模型生成方法,使收集数据、建立模型并将模型分配给检测器的过程高效、自动化.该模型为开放的系统模型,具有很好的可伸缩性,可大大减少使用IDS的代价,解决IDS的环境适应性问题,降低建立模型的代价,提高系统的效率.
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| 关 键 词： | 自适应 入侵检测 网络安全 |
| 文章编号： | 1001-0645(2002)01-0072-04 |
| 收稿时间： | 2001/5/15 0:00:00 |
| 修稿时间： | 2001年5月15日 |
Adaptive Intrusion Detection System |
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| SHENG Si yuan,ZHAN Shou yi and SHI Yao bin.Adaptive Intrusion Detection System[J].Journal of Beijing Institute of Technology(Natural Science Edition),2002,22(1):72-75. |
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| Authors: | SHENG Si yuan ZHAN Shou yi and SHI Yao bin |
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| Institution: | Dept. of Computer Science and Engineering, Beijing Institute of Technology, Beijing100081, China;Dept. of Computer Science and Engineering, Beijing Institute of Technology, Beijing100081, China;Dept. of Computer Science and Engineering, Beijing Institute of Technology, Beijing100081, China |
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| Abstract: | The basic concepts of intrusion detection technique are discussed. The key technique and some issues on the current intrusion detection system are analyzed. In order to solve problems existing in a traditional intrusion detection systems, framework model for an adaptive intrusion detection system (AIDS) is proposed. The basic theory of the system model is introduced, and its structure and main functions analyzed. The adaptive model generation approach streamlines and automates the process of collecting data, building models, and distributing the models to detectors. The proposed model is an open system having good scalability and adaptability, and can reduce signigicantly the cost of deploying an IDS system. The problems of environment adaptability are solved, the cost of building a model is reduced, and the efficiency of the system is improved. |
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| Keywords: | adaptive intrusion detection network security |
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