Assisting network intrusion detection with reconfigurable hardware

B. Hutchings, R. Franklin, Daniel Carver, Gordon Brebner
{"title":"Assisting network intrusion detection with reconfigurable hardware","authors":"B. Hutchings, R. Franklin, Daniel Carver, Gordon Brebner","doi":"10.1109/FPGA.2002.1106666","DOIUrl":null,"url":null,"abstract":"String matching is used by Network Intrusion Detection Systems (NIDS) to inspect incoming packet payloads for hostile data. String-matching speed is often the main factor limiting NIDS performance. String-matching performance can be dramatically improved by using Field-Programmable Gate Arrays (FPGAs); accordingly, a \"regular-expression to FPGA circuit\" module generator has been developed. The module generator extracts strings from the Snort NIDS rule-set, generates a regular expression that matches all extracted strings, synthesizes a FPGA-based string matching circuit, and generates an EDIF netlist that can be processed by Xilinx software to create an FPGA bitstream. The feasibility of this approach is demonstrated by comparing the performance of the FPGA-based string matcher against the software-based GNU regex program. The FPGA-based string matcher exceeds the performance of the software-based system by 600x for large patterns.","PeriodicalId":272235,"journal":{"name":"Proceedings. 10th Annual IEEE Symposium on Field-Programmable Custom Computing Machines","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2002-09-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"341","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings. 10th Annual IEEE Symposium on Field-Programmable Custom Computing Machines","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/FPGA.2002.1106666","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 341

Abstract

String matching is used by Network Intrusion Detection Systems (NIDS) to inspect incoming packet payloads for hostile data. String-matching speed is often the main factor limiting NIDS performance. String-matching performance can be dramatically improved by using Field-Programmable Gate Arrays (FPGAs); accordingly, a "regular-expression to FPGA circuit" module generator has been developed. The module generator extracts strings from the Snort NIDS rule-set, generates a regular expression that matches all extracted strings, synthesizes a FPGA-based string matching circuit, and generates an EDIF netlist that can be processed by Xilinx software to create an FPGA bitstream. The feasibility of this approach is demonstrated by comparing the performance of the FPGA-based string matcher against the software-based GNU regex program. The FPGA-based string matcher exceeds the performance of the software-based system by 600x for large patterns.
用可重构硬件协助网络入侵检测
字符串匹配是网络入侵检测系统(NIDS)用来检查传入数据包有效负载是否存在恶意数据的方法。字符串匹配速度通常是限制NIDS性能的主要因素。使用现场可编程门阵列(fpga)可以显著提高字符串匹配性能;据此,开发了“正则表达式到FPGA电路”模块生成器。模块生成器从Snort NIDS规则集中提取字符串,生成匹配所有提取字符串的正则表达式,合成基于FPGA的字符串匹配电路,生成EDIF网表,Xilinx软件处理该网表创建FPGA位流。通过比较基于fpga的字符串匹配器与基于软件的GNU正则表达式程序的性能,证明了这种方法的可行性。对于大型模式,基于fpga的字符串匹配器的性能超过了基于软件的系统的600倍。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信