HTTP Traffic Classification Based on Hierarchical Signature Structure

  • Yoon, Sung-Ho; 
  • Park, Jun-Sang; 
  • Choi, Ji-Hyeok; 
  • Won, Youngjoon; 
  • Kim, Myung-Sup
Citations

WEB OF SCIENCE

2
Citations

SCOPUS

2

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 classification; payload signature; signature hierarchy; hash
제목
HTTP Traffic Classification Based on Hierarchical Signature Structure
저자
Yoon, Sung-Ho; Park, Jun-Sang; Choi, Ji-Hyeok; Won, Youngjoon; Kim, Myung-Sup
DOI
10.1587/transinf.2014EDL8191
발행일
2015-11
유형
Article
저널명
IEICE Transactions on Information and Systems
권
E98D
호
11
페이지
1994 ~ 1997