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Development of technologies of detecting and linking personal information for privacy enhancement

Research Project

Project/Area Number 23500082
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Computer system/Network
Research InstitutionThe University of Electro-Communications

Principal Investigator

HIROSHI Yoshiura  電気通信大学, 情報理工学(系)研究科, 教授 (40361828)

Co-Investigator(Kenkyū-buntansha) UTSUMI Akira  電気通信大学, 大学院情報理工学研究科, 教授 (30251664)
Project Period (FY) 2011-04-28 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥5,070,000 (Direct Cost: ¥3,900,000、Indirect Cost: ¥1,170,000)
Fiscal Year 2013: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2012: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2011: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Keywordsプライバシー / 個人情報 / ソーシャルネットワーク / 情報セキュリティ / セキュリティ / ソーシャルメディア / 匿名性 / ネットワークセキュリティ / プライバシー保護 / 個人情報保護
Outline of Final Research Achievements

Disclosure of personal information in social media is serious social problem. We developed a technology that detects revelation of personal information from natural language text to be posted in social medial. Evaluation using 1000x11 texts posted by 11 volunteers has shown that our developed technology detected 85% of revelations of volunteers' affiliations and job categories. On the other hand, privacy infringement by linking multiple fragments of personal information become a social concern.We developed a technology that detects texts in social media posted by a person of interest by linking the texts with a resume of the person. We have evaluated our developed technology using 1000x12 texts posted by 12 volunteers and 1000x100 texts posted by 100 background persons. The evaluation has shown that our developed technology worked successfully for 8 volunteers, i.e. it identified texts posted by the volunteer from texts posted this volunteer and 100 other persons.

Report

(5 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (21 results)

All 2015 2014 2013 2012 2011

All Journal Article (4 results) (of which Peer Reviewed: 4 results,  Open Access: 1 results) Presentation (16 results) (of which Invited: 1 results) Book (1 results)

  • [Journal Article] Anonymizing Personal Text Messages Posted in Online Social Networks and Detecting Disclosures of Personal Information2015

    • Author(s)
      Hoang-Quoc Nguyen-Son, Minh-Triet Tran, Hiroshi Yoshiura, Noboru Sonehara, Isao Echizen
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E98-D Pages: 78-88

    • NAID

      130004721757

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] ソーシャルネットワークから注目者の発言を特定するシステムの提案と予備評価2014

    • Author(s)
      片岡春乃, 奥野智孝, 木村聡一, 内海彰, 吉浦裕
    • Journal Title

      日本セキュリティ・マネジメント学会誌

      Volume: 27 Pages: 13-28

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] コンテンツベースフィッシング検知手法大規模実例評価と改良2011

    • Author(s)
      加藤慧,小宮山功一朗,瀬古敏智,一瀬友祐,河野耕平,中山心太,吉浦裕
    • Journal Title

      日本セキュリティマネジメント学会誌

      Volume: 25 Pages: 42-56

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] Indirect categorization as a process of predicative metaphor comprehension2011

    • Author(s)
      Akira Utsumi and Maki Sakamoto
    • Journal Title

      Metaphor and Symbol

      Volume: 26 Issue: 4 Pages: 299-313

    • DOI

      10.1080/10926488.2011.609120

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Presentation] A System for Anonymizing Temporal Phrases of Message Posted in Online Social Networks and for Detecting Disclosure2014

    • Author(s)
      Hoang-Quoc Nguyen-Son, Minh-Triet Tran, Hiroshi Yoshiura, Noboru Sonehara, Isao Echizen
    • Organizer
      Fourth International Workshop on Resilience and IT-Risk in Social Infrastructures
    • Place of Presentation
      Friboug, Switzerland
    • Year and Date
      2014-09-08
    • Related Report
      2014 Annual Research Report
  • [Presentation] ソーシャルメディアのプライバシーと個人の特定2014

    • Author(s)
      吉浦裕
    • Organizer
      電子情報通信学会マルチメディア情報ハイディング・エンリッチメント研究会
    • Place of Presentation
      仙台
    • Related Report
      2013 Research-status Report
    • Invited
  • [Presentation] 匿名性維持可能性検討のための特定人物の投稿したつぶやきを多数の中から見つけ出す技術2014

    • Author(s)
      吉浦裕
    • Organizer
      日本セキュリティ・マネジメント学会ITリスク学研究会
    • Place of Presentation
      東京
    • Related Report
      2013 Research-status Report
  • [Presentation] 特定人物の投稿したつぶやきを多数のなかから見つけ出す技術―社会的合意形成における一般参加者の匿名性確保に向けて―2014

    • Author(s)
      吉浦裕
    • Organizer
      日本セキュリティ・マネジメント学会全国大会
    • Place of Presentation
      東京
    • Related Report
      2013 Research-status Report
  • [Presentation] Anonymizing Temporal Phrases in Natural Language Text to be Posted on Social Networking Services2013

    • Author(s)
      Hoang-Quoc Nguyen-Son, Anh-Tu Hoang, Minh-Triet Tran, Hiroshi Yoshiura, Noboru Sonehara, Isao Echizen
    • Organizer
      12th International Workshop on Digital-Forensics and Watermarking
    • Place of Presentation
      Auckland, New Zealand
    • Related Report
      2013 Research-status Report
  • [Presentation] Automatic Anonymization of Natural Languages Texts Posted on Social Networking Services and Automatic Detection of Disclosure2012

    • Author(s)
      H. Nguyen-Son, Q. Nguyen, M. Tran, D. Nguyen, H. Yoshiura, and I. Echizen
    • Organizer
      7th International Workshop on Frontiers in Availability, Reliability and Security (FARES 2012)
    • Place of Presentation
      Prague,Czech
    • Related Report
      2012 Research-status Report
  • [Presentation] New Approach to Anonymity of User Information on Social Networking Services2012

    • Author(s)
      Hoang-Quoc Nguyen-Son, Quoc-Binh Nguyen, Minh-Triet TRAN, Dinh-Thuc Nguyen, Hiroshi Yoshiura, Isao Echizen
    • Organizer
      6th International Symposium on Digital Forensics and Information Security (DFIS-12)
    • Place of Presentation
      Vancouver, Canada
    • Related Report
      2012 Research-status Report
  • [Presentation] Identifying Anonymous Posts of Job Seekers2012

    • Author(s)
      Tomotaka Okuno, Hiroshi Yoshiura
    • Organizer
      21st USENIX Security Symposium (USENIX Security '12)
    • Place of Presentation
      Bellevue USA
    • Related Report
      2012 Research-status Report
  • [Presentation] A Private Information Detector for Controlling Circulation of Private Information through Social Networks2012

    • Author(s)
      Midori Hirose, Tomoya Muraki, Akira Utsumi, Isao Echizen, Hiroshi Yoshiura
    • Organizer
      The Second International Workshop on Resilience and IT-Risk in Social Infrastructures (RISI 2012)
    • Place of Presentation
      Prague,Czech
    • Related Report
      2012 Research-status Report
  • [Presentation] Automatic Anonymous Fingerprinting of Text Posted on Social Networking Services2012

    • Author(s)
      Hoang-Quoc Nguyen-Son, Minh-Triet Tran, Dung Tran, Hiroshi Yoshiura and Isao Echizen
    • Organizer
      11th International Workshop on Digital-forensics and Watermarking (IWDW2012)
    • Place of Presentation
      Shanghai, China
    • Related Report
      2012 Research-status Report
  • [Presentation] Ineluctable Background Checking on Social Networks: Linking Job Seeker's Resume and Posts2012

    • Author(s)
      Tomotaka Okuno, Masatsugu Ichino, Isao Echizen, Hiroshi Yoshiura
    • Organizer
      5th IEEE International Workshop on Security and Social Networking (SESOC2013)
    • Place of Presentation
      San Diego, USA
    • Related Report
      2012 Research-status Report
  • [Presentation] Extending and evaluating a multiplicative model for semantic composition in a distributional semantic model2012

    • Author(s)
      Akira Utsumi
    • Organizer
      11th International Conference on Cognitive Modeling (ICCM2012)
    • Place of Presentation
      Berlin, Germany
    • Related Report
      2012 Research-status Report
  • [Presentation] 類似度に基づく匿名性定量化手法とその顔画像匿名化への応用2012

    • Author(s)
      村木友哉,市野正嗣,越前功,吉浦裕
    • Organizer
      第29回暗号と情報セキュリティシンポジウム
    • Place of Presentation
      金沢
    • Related Report
      2011 Research-status Report
  • [Presentation] Content-based De-anonymisation of Tweets2011

    • Author(s)
      Tomotaka Okuno, Masatsugu Ichino, Tetsuji Kuboyama, Hiroshi Yoshiura
    • Organizer
      Seventh International Conference on Intelligent Information Hiding and Multimedia Signal Processing
    • Place of Presentation
      Dalian, China
    • Related Report
      2011 Research-status Report
  • [Presentation] 学習を必要としない自然言語文からの個人情報検知技術2011

    • Author(s)
      広瀬みどり,吉浦裕
    • Organizer
      情報処理学会第55回CSEC研究会
    • Place of Presentation
      東京
    • Related Report
      2011 Research-status Report
  • [Presentation] ソーシャルメディア情報と履歴書情報の照合を通じた個人の言動の特定2011

    • Author(s)
      奥野智孝,市野将嗣,久保山哲示,吉浦裕
    • Organizer
      情報処理学会第55回CSEC研究会
    • Place of Presentation
      東京
    • Related Report
      2011 Research-status Report
  • [Book] セキュリティマネジメント学~理論と事例~,第2章「工学的アプローチ」2011

    • Author(s)
      吉浦裕
    • Total Pages
      262
    • Publisher
      共立出版
    • Related Report
      2011 Research-status Report

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Published: 2011-08-05   Modified: 2019-07-29  

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