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Privacy-preserving anonymization algorithm with information loss minimization

Research Project

Project/Area Number 21650022
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeSingle-year Grants
Research Field Media informatics/Database
Research InstitutionWaseda University

Principal Investigator

IWAIHARA Mizuho  早稲田大学, 理工学術院, 教授 (40253538)

Project Period (FY) 2009 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥3,440,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥240,000)
Fiscal Year 2011: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2010: ¥1,000,000 (Direct Cost: ¥1,000,000)
Fiscal Year 2009: ¥1,400,000 (Direct Cost: ¥1,400,000)
Keywordsデータベース / セキュリティ / プライバシー / アルゴリズム / 匿名化
Research Abstract

For anonymizing database tables containing personal information, we proposed a new framework such that privacy constraints are given as inference probabilities(accuracies) between person-identifying attributes and sensitive attributes. Also, information loss due to anonymization is modeled as cost functions, and an algorithm that finds an optimal anonymized table was developed. As related research, we also developed access control methods for globally distributed environments, as well as user assistance for privacy settings in social networking services.

Report

(4 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report
  • 2009 Annual Research Report
  • Research Products

    (18 results)

All 2012 2011 2010 2009

All Journal Article (9 results) (of which Peer Reviewed: 9 results) Presentation (9 results)

  • [Journal Article] Trend Analysis and Recommendation of Users' Privacy Settings on Social Networking Services2011

    • Author(s)
      Toshikazu Munemasa and Mizuho Iwaihara
    • Journal Title

      3rd Int. Conf. Social Informatics(SocInfo2011), Lecture Note in Computer Science

      Volume: 6984 Pages: 184-197

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] 異種分散環境におけるロールベースアクセス制御のモデル駆動設計手法2011

    • Author(s)
      近藤誠一, 岩井原瑞穂, 吉川正俊, 小宮崇, 虎渡昌史
    • Journal Title

      情報処理学会論文誌

      Volume: Vol.52, No.5 Pages: 1882-1898

    • NAID

      110008508019

    • Related Report
      2011 Annual Research Report 2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Realtime Social Sensing of Support Rate for Microblogging2011

    • Author(s)
      Jun HUANG, Mizuho IWAIHARA
    • Journal Title

      Lecture Note in Computer Science

      Volume: 6637 Pages: 357-368

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Trend Analysis and Recommendation of Users' Privacy Settings on Social Networking Services2011

    • Author(s)
      Toshikazu MUNEMASA, Mizuho IWAIHARA
    • Journal Title

      Lecture Note in Computer Science

      Volume: 6984 Pages: 184-197

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Efficient Database-Driven Evaluation of Security Clearance for Federated Access Control of Dynamic XML Documents2010

    • Author(s)
      Erwin Leonardi, Sourav S. Bhowmick, and Mizuho Iwaihara
    • Journal Title

      Proc. Database Systems for Advanced Applications(DASFAA2010), Lecture Note in Computer Science

      Volume: 5981 Pages: 299-306

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Efficient Database-Driven Evaluation of Security Clearance for Federated Access Control of Dynamic XML Documents2010

    • Author(s)
      Erwin Leonardi, Sourav S.Bhowmick, Mizuho Iwaihara
    • Journal Title

      Proc.Database Systems for Advanced Applications (DASFAA2010), Lecture Note in Computer Science

      Volume: 5981 Pages: 299-306

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 異種分散環境におけるロールベースアクセス制御の定量的リスク評価2009

    • Author(s)
      近藤誠一, 岩井原瑞穂, 吉川正俊, 虎渡昌史
    • Journal Title

      情報処理学会論文誌

      Volume: Vol.50, No.11 Pages: 2727-2739

    • NAID

      40019546393

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Query Rewriting Rules for Versioned XML Documents2009

    • Author(s)
      Tetsutaro Motomura, Mizuho Iwaihara, Masatoshi Yoshikawa
    • Journal Title

      Proc.20th Int.Conf.Database and Expert Systems Applications(DEXA2009), Lecture Note in Computer Science 5690

      Pages: 364-371

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 異種分散環境におけるロールベースアクセス制御の定量的リスク評価2009

    • Author(s)
      近藤誠一, 岩井原瑞穂, 吉川正俊, 虎渡昌史
    • Journal Title

      情報処理学会論文誌 Vol.50, No.11

      Pages: 2727-2739

    • NAID

      40019546393

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Presentation] Trend Analysis of Privacy Settings and User Classifications in Social Network Services2012

    • Author(s)
      Liming Shen, and Mizuho Iwaihara
    • Organizer
      DEIM2012 Forum, F10-2
    • Related Report
      2011 Final Research Report
  • [Presentation] Wikipedia version tree reconstruction by clustering revisions through keywords2011

    • Author(s)
      Zhe Cao, Mizuho Iwaihara
    • Organizer
      電子情報通信学会Technical Report DE2011-32
    • Place of Presentation
      京都
    • Year and Date
      2011-08-03
    • Related Report
      2011 Annual Research Report
  • [Presentation] ソーシャルネットワーキングサー ビスにおけるプライバシ設定の収集と集約2010

    • Author(s)
      宗政俊一, 岩井原瑞穂
    • Organizer
      第9回情報科学技術フォーラム,D-017
    • Place of Presentation
      福岡市
    • Year and Date
      2010-09-08
    • Related Report
      2010 Annual Research Report
  • [Presentation] Evaluating Risks for Card-style Identity Management2010

    • Author(s)
      Ding Xiaochen, Mizuho Iwaihara
    • Organizer
      第9回情報科学技術フォーラム,D-018
    • Place of Presentation
      福岡市
    • Year and Date
      2010-09-08
    • Related Report
      2010 Annual Research Report
  • [Presentation] Utilizing Social Annotations for User's Privacy Policy Management2010

    • Author(s)
      Fan Zhongyi, Mizuho Iwaihara
    • Organizer
      電子情報通信学会データ工学研究会報告DE2010-1
    • Place of Presentation
      東京都
    • Year and Date
      2010-08-04
    • Related Report
      2010 Annual Research Report
  • [Presentation] Evaluating Risks for Card-style Identity Management2010

    • Author(s)
      Ding Xiaochen, Mizuho Iwaihara
    • Organizer
      第9回情報科学技術フォーラム
    • Related Report
      2011 Final Research Report
  • [Presentation] ソーシャルネットワーキングサービスにおけるプライバシ設定の収集と集約2010

    • Author(s)
      宗政俊一, 岩井原瑞穂
    • Organizer
      第9回情報科学技術フォーラム
    • Related Report
      2011 Final Research Report
  • [Presentation] Utilizing Social Annotations for User's Privacy Policy Management2010

    • Author(s)
      Fan Zhongyi, Mizuho Iwaihara
    • Organizer
      電子情報通信学会データ工学研究会報告
    • Related Report
      2011 Final Research Report
  • [Presentation] ソーシャル・ネットワーキング・サービスの相互接続におけるリスク評価を用いたアクセス制御ポリシー設定支援2009

    • Author(s)
      岡野光太郎, 岩井原瑞穂, Gail-Joon Ahn, 吉川正俊
    • Organizer
      電子情報通信学会第16回Webインテリジェンスとインタラクション研究会
    • Related Report
      2011 Final Research Report

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Published: 2009-04-01   Modified: 2016-04-21  

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