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A systematic review of scalable hardware architectures for pattern matching in network security
Computers & Electrical Engineering ( IF 4.3 ) Pub Date : 2021-04-21 , DOI: 10.1016/j.compeleceng.2021.107169
Malik Imran , Faisal Bashir , Atif Raza Jafri , Muhammad Rashid , Muhammad Najam ul Islam

Pattern matching algorithms and techniques are extensively deployed in a network intrusion detection system. A plethora of scalable pattern matching hardware architectures exist with several design parameters, and therefore, a systematic literature review is essential. This article classifies the most recent research studies, concerning to the scalable hardware implementations of pattern matching algorithms and techniques, through a systematic literature review. As a result, 49 research studies are selected. The selected research studies are then classified into string matching and regular expression matching algorithms and also analyzed in terms of single character and multi-characters pattern matching. Consequently, a comparative analysis of various algorithms, techniques, and architectures in the light of several design parameters (such as throughput, area, power, frequency, rule set, total signatures etc.) is provided. Based on the comparative analysis, some emerging trends and design challenges are highlighted.



中文翻译:

用于网络安全模式匹配的可伸缩硬件体系结构的系统综述

模式匹配算法和技术已广泛部署在网络入侵检测系统中。存在具有几个设计参数的大量可伸缩模式匹配硬件体系结构,因此,系统的文献综述必不可少。本文通过系统的文献综述,对有关模式匹配算法和技术的可扩展硬件实现的最新研究进行了分类。结果,选择了49个研究项目。然后将选定的研究分为字符串匹配和正则表达式匹配算法,并根据单字符和多字符模式匹配进行分析。因此,对各种算法,技术,根据几种设计参数(例如吞吐量,面积,功率,频率,规则集,总签名等)提供了体系结构和体系结构。在比较分析的基础上,突出了一些新兴趋势和设计挑战。

更新日期:2021-04-22
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