网格上入侵检测数据的分布式研究

M. Joldos, I. Muntean
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引用次数: 1

摘要

在本文中,我们展示了基于网格的计算在揭示入侵检测数据方面的使用,这些方面在几年前由于计算资源的限制而难以揭示。利用网格的计算资源可能很快变成一项乏味的任务,需要扎实的网格技术知识。网格应用程序(和)框架是一类工具,它大大简化了仅对计算资源感兴趣的科学家对网格的使用。挖掘安全数据是一项任务,我们相信,使用网格可以更好地服务于这项任务。在这里,我们试图揭示入侵检测数据的新见解,例如众所周知的KDDCUP'99数据集。
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Distributed investigations of intrusion detection data on the grid
In this paper we demonstrate the use of grid-based computing in revealing aspects of intrusion detection data which were difficult to reveal some years ago due to constrained computing resources. Exploiting the grids for their computing resources can rapidly turn into a tedious task, entailing solid technical knowledge about the grid. Grid application (and) frameworks are the category of tools that make the use of the grid much simplified for the scientist with interest solely on the computing resources. Mining security data is a task, we believe, that can be better served using the grid. Here, we attempt to reveal new insights in intrusion detection data, such as the well known KDDCUP'99 data set.
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