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arXiv 0805.0909cs.CRcs.MA
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SANA -通过人工免疫系统进行互联网流量安全分析

SANA - Security Analysis in Internet Traffic through Artificial Immune Systems

Michael Hilker, Christoph Schommer

摘要:

病毒、蠕虫、黑客等的攻击是许多组织的网络安全问题。目前的入侵检测系统有明显的缺点,例如,需要大量的计算能力或本地安装。因此,我们提出了一种新的网络安全框架,称为SANA。SANA包含一个人工免疫系统,该系统具有执行某些任务的人工细胞,以支持现有系统更好地保护网络免受入侵。SANA的优点是高效、自适应、自治和分布式。在这篇文章中,我们描述了人工免疫系统的体系结构和组件的功能。我们简要地解释了实施和讨论的结果。

英文摘要:

The Attacks done by Viruses, Worms, Hackers, etc. are a Network Security-Problem in many Organisations. Current Intrusion Detection Systems have significant Disadvantages, e.g. the need of plenty of Computational Power or the Local Installation. Therefore, we introduce a novel Framework for Network Security which is called SANA. SANA contains an artificial Immune System with artificial Cells which perform certain Tasks in order to to support existing systems to better secure the Network against Intrusions. The Advantages of SANA are that it is efficient, adaptive, autonomous, and massively-distributed. In this Article, we describe the Architecture of the artificial Immune System and the Functionality of the Components. We explain briefly the Implementation and discuss Results.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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