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2013 Fiscal Year Final Research Report

Web Application Identification Based on Statistical Estimation of Unobserved Information

Research Project

  • PDF
Project/Area Number 23500075
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Computer system/Network
Research InstitutionTohoku University

Principal Investigator

WAIZUMI Yuji  東北大学, 情報科学研究科, 准教授 (90333872)

Co-Investigator(Kenkyū-buntansha) TANAKA Kazuyuki  東北大学, 大学院・情報科学研究科, 教授 (80217017)
Project Period (FY) 2011 – 2013
Keywordsネットワーク・セキュリティ技術 / ネットワークアプリケーション識別 / Webアプリケーション
Research Abstract

We developed an identification method for Web application provided from a Web site using network traffic only. Identifying method cannot use port number or IP address because all traffic from a Web site are blocked if packets which have the IP address of the Web site. So we proposed a new identification method which uses only packet sizes and the number of TCP connection. The identification accuracy achieves 90%.

  • Research Products

    (9 results)

All 2013 2012 2011

All Journal Article (4 results) (of which Peer Reviewed: 4 results) Presentation (5 results)

  • [Journal Article] Network Application Identification Using Sequential Transition Patterns of Payload Length2012

    • Author(s)
      Yuji WAIZUMI, Tsuyoshi SATO, Kazuyuki TANAKA
    • Journal Title

      Interdisciplinary Information Sciences

      Volume: Vol. 18 No. 2 Pages: 189-196

    • DOI

      10.4036/iis.2012.189

    • Peer Reviewed
  • [Journal Article] A Network-based Anomaly Detection System Based on Three Different Network Traffic Characteristics2012

    • Author(s)
      Yuji Waizumi, Yohei Sato and Yoshiaki Nemoto
    • Journal Title

      Journal of Communication and Computer

      Volume: Vol.7 Pages: 805-812

    • URL

      http://www.davidpublishing.com/davidpublishing/Upfile/8/14/2012/2012081400385449.pdf

    • Peer Reviewed
  • [Journal Article] A Multi-Stage Network Anomaly Detection Method for Improving Efficiency and Accuracy2012

    • Author(s)
      Yuji Waizumi, Hiroshi Tsunoda, Masashi Tsuji and Yoshiaki Nemoto
    • Journal Title

      Jouranl of Information Security

      Volume: Vol.3 No.1 Pages: 18-24

    • DOI

      10.4236/jis.2012.31003

    • Peer Reviewed
  • [Journal Article] Development of a WLAN Based Monitoring System for Group Activity Measurement in Real-Time2011

    • Author(s)
      Hiroshi Tsunoda , Hidehisa Nakayama , Kohei Ohta , Akihiro Suzuki , Hiroki Nishiyama , Ryoichi Nagatomi , Kazuo Hashimoto , Yuji Waizumi , Glenn Mansfield and Yoshiaki Nemoto
    • Journal Title

      Journal of Communications and Networks

      Volume: Vol. 13, No.2 13 Pages: 86-94

    • DOI

      10.1109/JCN.2011.6157407

    • Peer Reviewed
  • [Presentation] トラヒック解析に基づいたウェブアプリケーション識別2013

    • Author(s)
      和泉 勇治, 田中 和之
    • Organizer
      電子情報通信学会通信方式研究会
    • Place of Presentation
      東北大学
    • Year and Date
      2013-09-13
  • [Presentation] 2 部グラフ型ボルツマンマシンに対する複合最尤法2012

    • Author(s)
      浅利 岳, 安田 宗樹, 和泉 勇治, 田中 和之
    • Organizer
      電子情報通信学会ニューロコンピューティング研究会
    • Place of Presentation
      東北大学
    • Year and Date
      2012-11-17
  • [Presentation] 通信特性に基づいたウェブアプリケーション識別に関する一考察2012

    • Author(s)
      松尾 翔希, 和泉 勇治, 田中 和之
    • Organizer
      電子情報通信学会通信方式研究会
    • Place of Presentation
      東北大学
    • Year and Date
      2012-09-21
  • [Presentation] 能動学習における決定境界の安定性の検討2012

    • Author(s)
      高橋 洸, 和泉 勇治, 橋本 和夫
    • Organizer
      電子情報通信学会情報論的学習理論と機械学習研究会
    • Place of Presentation
      統計数理研究所
    • Year and Date
      2012-03-13
  • [Presentation] カラーチャンネル間の相関を考慮した Gaussian FoE モデル2011

    • Author(s)
      村山 竜太, 安田 宗樹, 和泉 勇治, 田中 和之
    • Organizer
      電子情報通信学会情報論的学習理論と機械学習研究会
    • Place of Presentation
      奈良女子大学
    • Year and Date
      2011-11-09

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Published: 2015-07-16  

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