Network traffic screening using frequent sequential patterns

Hisashi Tsuruta, Takayoshi Shoudai, Jun'ichi Takeuchi

研究成果: Chapter in Book/Report/Conference proceedingConference contribution

2 被引用数 (Scopus)

抄録

Darknet monitoring is very important for understanding various botnet activities for early detection and defense the threats on the Internet caused by the botnets. However, common illegal accesses by ordinary malware make such detection difficult. To remove such accesses by ordinary malware from the results of network monitoring, we propose a data screening method based on finding frequent sequential patterns that appear in given traffic data. We applied our method to traffic data observed in the darknet and report the results.

本文言語英語
ホスト出版物のタイトルIntelligent Control and Innovative Computing
ページ363-375
ページ数13
DOI
出版ステータス出版済み - 1 16 2012
イベントInternational Conference on Advances in Intelligent Control and Innovative Computing - Hong Kong, 香港
継続期間: 3 16 20113 18 2011

出版物シリーズ

名前Lecture Notes in Electrical Engineering
110 LNEE
ISSN(印刷版)1876-1100
ISSN(電子版)1876-1119

その他

その他International Conference on Advances in Intelligent Control and Innovative Computing
Country香港
CityHong Kong
Period3/16/113/18/11

All Science Journal Classification (ASJC) codes

  • Industrial and Manufacturing Engineering

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