DocumentCode :
1634116
Title :
A flexible affix byte-level string matching for network content filtering
Author :
Wang, Peifeng ; Li, Li
Author_Institution :
Sch. of Comput. & Commun. Eng., Univ. of Sci. & Technol. Beijing, Beijing, China
Volume :
2
fYear :
2012
Firstpage :
596
Lastpage :
599
Abstract :
String matching is a classical problem in computer science. The technique is widely used in range of applications, such as pattern recognition, spelling checking, intrusion detection, worm containment, information retrieval and so on. String matching using the Deterministic Finite Automaton will be the performance bottleneck of network content filtering. We proposed a flexible affix byte-level string matching algorithm to reduce the unnecessary state transitions problem and reduce memory requirements. This proposed algorithm is based on the Byte-level string matching algorithm and it utilizes dynamic partitioning words to accelerate the matching speed. The proposed string matching algorithm was implemented in Snort for experimental performance evaluation. Comparing with the original algorithm, experimental result shows that the newly presented algorithm has gained much improvement on memory reduction, especially in detecting multiple keywords within a reliable network system.
Keywords :
deterministic automata; finite automata; information filtering; performance evaluation; storage management; string matching; word processing; Snort; deterministic finite automaton; dynamic partitioning words; flexible affix byte-level string matching algorithm; memory reduction; memory requirement reduction; multiple keywords detection; network content filtering; performance evaluation; state transitions problem; Algorithm design and analysis; Automata; Heuristic algorithms; Intrusion detection; Partitioning algorithms; Pattern matching; Software algorithms; Byte-level; automata; bit-split; string matching;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Instrumentation & Measurement, Sensor Network and Automation (IMSNA), 2012 International Symposium on
Conference_Location :
Sanya
Print_ISBN :
978-1-4673-2465-6
Type :
conf
DOI :
10.1109/MSNA.2012.6324655
Filename :
6324655
Link To Document :
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