HTTP Traffic Classification Based on Hierarchical Signature Structure

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초록

Considering diversified HTTP types, the performance bottleneck of signature-based classification must be resolved. We define a signature model classifying the traffic in multiple dimensions and suggest a hierarchical signature structure to remove signature redundancy and minimize search space. Our experiments on campus traffic demonstrated 1.8 times faster processing speed than the Aho-Corasick matching algorithm in Snort.

키워드

HTTP traffic classificationpayload signaturesignature hierarchyhashAlgorithmsHTTP
제목
HTTP Traffic Classification Based on Hierarchical Signature Structure
저자
Yoon, Sung-HoPark, Jun-SangChoi, Ji-HyeokWon, YoungjoonKim, Myung-Sup
DOI
10.1587/transinf.2014EDL8191
발행일
2015-11
유형
Article
저널명
IEICE Transactions on Information and Systems
E98D
11
페이지
1994 ~ 1997

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