Title :
I-HASH multiple various position pattern matching algorithm in Internet application identification
Author :
Gang He ; Bo Sun ; Yang Liu ; Xiaochun Wu
Author_Institution :
Beijing Key Lab. of Network Syst. Archit. & Convergence, Beijing Univ. of Posts & Telecommun., Beijing, China
Abstract :
The efficiency of multiple pattern matching is the core technology of Deep Packet Inspection and it is important to the real word of internet traffic analysis. In this research we propose a new multiple pattern matching technique for the fixed pattern in the packet load, which is called I-HASH multiple various position pattern matching algorithm. It is used to improve the matching speed through the preprocessing. Proposed algorithm is implemented in our experiments and compared with the existing method. The results demonstrate that our algorithm is much more effective than STRCMP algorithm, especially when the number of patterns is quiet large. This will be extraordinarily helpful in the areas of Internet application identification system and network intrusion detection system and so on, which contain huge amounts of fixed patterns.
Keywords :
Internet; computer network security; cryptography; inspection; pattern matching; telecommunication traffic; I-HASH multiple various position pattern matching algorithm; Internet application identification system; STRCMP algorithm; deep packet inspection; fixed patterns; internet traffic analysis; matching speed; network intrusion detection system; packet load; Acceleration; Algorithm design and analysis; Classification algorithms; Educational institutions; Internet; Intrusion detection; Pattern matching; DPI; Internet application identification; Iterated HASH algorithm; Multiple pattern matching;
Conference_Titel :
Network Infrastructure and Digital Content (IC-NIDC), 2012 3rd IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4673-2201-0
DOI :
10.1109/ICNIDC.2012.6418760