一种用于检测新型计算机网络攻击的进化编程方法

Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600) Pub Date : 2002-05-12 DOI:10.1109/CEC.2002.1004484

Kevin P. Anchor, G. Lamont, G. Gunsch

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引用次数: 10

摘要

针对计算机网络的攻击正变得越来越复杂，攻击者使用新的攻击或修改现有的攻击。本研究提出了使用进化编程方法开发自动检测具有类似已知攻击特征的攻击系统的第一步。初步测试表明，该算法的性能令人满意。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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An evolutionary programming approach for detecting novel computer network attacks

Attacks against computer networks are becoming more sophisticated, with adversaries using new attacks or modifying exiting attacks. This research presents an initial step in using an evolutionary programming approach to develop a system for automatically detecting attacks with features similar to known attacks. Initial testing shows the algorithm performs satisfactorily.

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Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600)

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