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Fine-grained traffic monitoring for ultra high-speed networks

Research Project

Project/Area Number 25880020
Research Category

Grant-in-Aid for Research Activity Start-up

Allocation TypeSingle-year Grants
Research Field Information network
Research InstitutionWaseda University

Principal Investigator

Mori Tatsuya  早稲田大学, 理工学術院, 准教授 (60708551)

Project Period (FY) 2013-08-30 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000)
Fiscal Year 2014: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2013: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywordsトラヒック / 推定 / DNS / 暗号化 / グラフ / スケーラビリティ / 通信 / インターネット / 計測 / アルゴリズム / 高速
Outline of Final Research Achievements

We began with a research topic that focuses on the most motivating application of the proposed scheme. After several trials, it turned out that the requirements of the applications are fairly complex. Therefore, we decided to focus our attention on the methodologies to establish that application, rather than trying to generalize the application. The application was to infer the hostnames of encrypted traffic. To this end, we developed a new scheme called DNG (domain name graph), which captures complex dynamics of DNS name resolutions. Our main research outcomes are as follows: We first published a research paper at IFIP TMA 2015 (acceptance rate = 29.6%). We then published the extended version of the previous paper (we extended the methodology to drastically improve scalability) at Elsevier Computer Communications. We also filed two patents for domestic, and another two patents as PCT. We also presented an invited talk at a domestic conference.

Report

(3 results)
  • 2015 Final Research Report ( PDF )
  • 2014 Annual Research Report
  • 2013 Annual Research Report
  • Research Products

    (8 results)

All 2016 2015 2014 Other

All Journal Article (1 results) (of which Peer Reviewed: 1 results,  Acknowledgement Compliant: 1 results) Presentation (4 results) (of which Int'l Joint Research: 1 results,  Invited: 1 results) Remarks (2 results) Patent(Industrial Property Rights) (1 results)

  • [Journal Article] Statistical Estimation of the Names of HTTPS Servers with Domain Name Graphs2016

    • Author(s)
      T. Mori, T. Inoue, A. Shimoda, K. Sato, K. Ishibashi, and S. Goto
    • Journal Title

      Computer Communications

      Volume: 未定 Pages: 104-113

    • DOI

      10.1016/j.comcom.2016.01.013

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] 名前情報による隠されたトラヒックの顕現化2015

    • Author(s)
      森達哉,井上武,下田晃弘,佐藤一道,原田薫明,石橋圭介,芳賀夢久,笹生憲,後藤滋樹
    • Organizer
      電子情報通信学会 情報ネットワーク研究会
    • Place of Presentation
      広島
    • Year and Date
      2015-12-17
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] SFMap: Inferring Services over Encrypted Web Flows using Dynamical Domain Name Graphs2015

    • Author(s)
      T. Mori, T. Inoue, A. Shimoda, K. Sato, K. Ishibashi, and S. Goto
    • Organizer
      IFIP Traffic Monitoring and Analysis workshop (TMA 2015)
    • Place of Presentation
      スペイン・バルセロナ
    • Year and Date
      2015-04-24
    • Related Report
      2014 Annual Research Report
    • Int'l Joint Research
  • [Presentation] DNS クエリ・応答を用いた HTTPS 通信のホスト名推定2015

    • Author(s)
      森達哉,井上武,下田晃弘,佐藤一道,石橋圭介,後藤滋樹
    • Organizer
      電子情報通信学会 情報ネットワーク研究会
    • Place of Presentation
      沖縄県宜野湾市
    • Year and Date
      2015-03-03
    • Related Report
      2014 Annual Research Report
  • [Presentation] Inferring Services over Encrypted Web Flows2014

    • Author(s)
      森達哉
    • Organizer
      電子情報通信学会総合大会 B-7-71
    • Place of Presentation
      新潟大学
    • Related Report
      2013 Annual Research Report
  • [Remarks] SFMap の解説

    • URL

      http://nsl.cs.waseda.ac.jp/projects/sfmap/

    • Related Report
      2014 Annual Research Report
  • [Remarks] サービス・フロー対応技術に関する口頭発表資料

    • URL

      http://nsl.cs.waseda.ac.jp/wp-content/uploads/2014/03/sfmap_ieice_201403201.pdf

    • Related Report
      2013 Annual Research Report
  • [Patent(Industrial Property Rights)] アクセス数推定装置、アクセス数推定方法、及びプログラム2015

    • Inventor(s)
      森、後藤、他
    • Industrial Property Rights Holder
      森、後藤、他
    • Industrial Property Rights Type
      特許
    • Filing Date
      2015-09-04
    • Related Report
      2014 Annual Research Report

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Published: 2013-09-12   Modified: 2019-07-29  

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