HTTP Traffic Classification Based on Hierarchical Signature Structure

Title
HTTP Traffic Classification Based on Hierarchical Signature Structure
Authors
원영준
Keywords
HTTP traffic classification; payload signature; signature hierarchy; hash
Issue Date
2015-11
Publisher
IEICE-INST ELECTRONICS INFORMATION COMMUNICATIONS ENG
Citation
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, v. E98D, NO 11, Page. 1994-1997
Abstract
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.
URI
https://www.jstage.jst.go.jp/article/transinf/E98.D/11/E98.D_2014EDL8191/_articlehttp://hdl.handle.net/20.500.11754/29151
ISSN
1745-1361
DOI
http://dx.doi.org/10.1587/transinf.2014EDL8191
Appears in Collections:
COLLEGE OF ENGINEERING[S](공과대학) > ETC
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