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An Artificial Immune System Based on Intelligent Agents

机译:基于智能代理的人工免疫系统

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摘要

The use of immune systems in intrusion detection has been a hot spot of research for the past decade. Immune systems have many features that are desirable for the imperfect, uncontrolled, and open environments in which most computers currently exist. It is hoped that biologically inspired approaches in this area, including the use of intelligent agents will be able to meet this challenge. In this paper, we extract some useful mechanisms from natural biological systems together with the use of intelligent agents, in order to develop cost effective computational solutions to complex problems in artificial immune systems. Analysis and evaluation of the system shows that it is robust, fault-tolerant and has low error rate and high detection rate as well.
机译:免疫系统在入侵检测中的使用是过去十年的热点。免疫系统具有许多特征,可用于不完美,不受控制和开放的环境,其中大多数计算机当前存在。希望在该领域的生物启发方法,包括使用智能代理商将能够满足这一挑战。在本文中,我们将一些有用的机制从天然生物体系中提取使用智能剂,以便在人工免疫系统中发育成本有效的计算解决方案。系统的分析和评估表明它是强大的,容错的,并且还具有低差值和高检测率。

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