Title :
Optimization of Pattern Matching Circuits for Regular Expression on FPGA
Author :
Lin, Cheng-Hung ; Huang, Chih-Tsun ; Jiang, Chang-Ping ; Chang, Shih-Chieh
Author_Institution :
Nat. Tsing Hua Univ., Hsinchu
Abstract :
Regular expressions are widely used in the network intrusion detection system (NIDS) to represent attack patterns. Previously, many hardware architectures have been proposed to accelerate regular expression matching using field-programmable gate array (FPGA) because FPGAs allow updating of new attack patterns. Because of the increasing number of attacks, we need to accommodate a large number of regular expressions on FPGAs. Although the minimization of logic equations has been studied intensively in the area of computer-aided design (CAD), the minimization of multiple regular expressions has been largely neglected. This paper presents a novel sharing architecture allowing our algorithm to extract and share common subregular expressions. Experimental results show that our sharing scheme significantly reduces the area of pattern matching circuits for regular expression.
Keywords :
field programmable gate arrays; logic design; minimisation; security of data; FPGA; attack patterns; computer-aided design; logic equations; minimization; network intrusion detection system; pattern matching circuits; regular expression matching; sharing architecture; subregular expressions; Acceleration; Circuits; Design automation; Equations; Field programmable gate arrays; Hardware; Intrusion detection; Logic design; Minimization; Pattern matching; Finite automata; field-programmable gate array (FPGA); intrusion detection; pattern matching;
Journal_Title :
Very Large Scale Integration (VLSI) Systems, IEEE Transactions on
DOI :
10.1109/TVLSI.2007.909801