基于可伸缩布隆滤波器的预滤波器和面向硬件的预调度器

Xiaofei Wang, Wei Lin, Yi Tang, Ashwin Lall, B. Liu, Xiaojun Wang
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引用次数: 0

摘要

本文提出了一种可扩展的基于布隆过滤器的预过滤器和一种面向硬件的预调度模式匹配机制,该机制在速度、模式数量和模式长度方面具有可扩展性。预滤波算法是基于一种内存高效的多哈希数据结构,称为bloom filter。仿真统计表明,如果对整个发动机进行良好的训练,滤波率可达60%。结果表明,该引擎可以增强通用IDS解决方案的能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Scalable Bloom Filter Based Prefilter and Hardware-Oriented Predispatcher
Presented in this paper a scalable bloom filter based prefilter and a hardware-oriented predispatcher pattern matching mechanism for content filtering applications, which are scalable in terms of speed, the number of patterns and the pattern length. Prefilter algorithm is based on a memory efficient multi-hashing data structure called bloom filter. According to the statistics of simulations, the filter ratio can reach up to 60% if the whole engine has been trained well. It has been showed that this engine could enhance the capabilities of general-purpose IDS solutions.
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