Multi-Character Processor Array for Pattern Matching in Network Intrusion Detection System

Yeim-Kuan Chang, Ming-Li Tsai, Yu-Ru Chung
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引用次数: 6

Abstract

Network intrusion detection system (NIDS) is a system developed for identifying attacks by using a set of rules. NIDS is an efficient way to provide the security protection for today's Internet. Pattern match algorithm plays an important role in NIDS that performs searches against multiple patterns for a string match. Pattern matching is a computationally expensive task. Traditional software-based NIDS solutions usually can not achieve a high-speed required for ever growing Internet attacks. In order to satisfy high-speed packet content inspection, hardware-implementable pattern match algorithm is required. In this paper, we propose a hardware-based pattern match architecture that employs a multi-character processor array. The proposed multi-character processor array is a parallel and pipelined architecture which can process multiple characters of the input stream per cycle. The proposed architecture can reduce a lot of unnecessary computations and thus it is power efficient. We use snort pattern sets and DEFCON packet traces to perform our simulations. Our experiment results show that, with a 3-character processor array, we can reduce 83% of the computations compared with the brute force approach.
面向网络入侵检测系统模式匹配的多字符处理器阵列
网络入侵检测系统(NIDS)是一种利用一套规则来识别攻击的系统。网络入侵防御是为当今互联网提供安全保护的一种有效方式。模式匹配算法在NIDS中扮演着重要的角色,它针对字符串匹配的多个模式执行搜索。模式匹配是一项计算成本很高的任务。传统的基于软件的NIDS解决方案通常无法满足日益增长的Internet攻击所需的高速。为了满足高速报文内容检测,需要硬件实现模式匹配算法。在本文中,我们提出了一种基于硬件的模式匹配架构,该架构采用多字符处理器阵列。所提出的多字符处理器阵列是一种并行和流水线架构,可以在每个周期内处理输入流的多个字符。所提出的架构可以减少大量不必要的计算,因此具有较高的功耗效率。我们使用snort模式集和DEFCON数据包跟踪来执行我们的模拟。实验结果表明,使用3个字符的处理器阵列,与暴力破解方法相比,我们可以减少83%的计算量。
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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