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Study on location privacy against inference attacks

Research Project

Project/Area Number 23500107
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Computer system/Network
Research Institution大学共同利用機関法人情報・システム研究機構(新領域融合研究センター及びライフサイ (2012-2013)
National Institute of Informatics (2011)

Principal Investigator

MINAMI Kazuhiro  大学共同利用機関法人情報・システム研究機構(新領域融合研究センター及びライフサイ, 新領域融合研究センター, 特任准教授 (10579410)

Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2013: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2012: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2011: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords位置情報プライバシー / プライバシー保護 / 匿名化 / アクセス制御 / マルコフ連鎖 / プライバシー保護データ公開 / 推論攻撃 / 位置情報 / アクセスコントロール / マルコフモデル
Research Abstract

The rise of location-sharing services on a number of mobile platforms have recently opened up the possibilities of sharing location information with other users. However, location sharing raises significant privacy concerns because location data (e.g., visiting a hospital) can be used to infer a user's personal activities. Since it is often possible to infer a user's suppressed location data from disclosed public locations considering strong spatial and temporal correlation among them, we develop a new access-control scheme against such inference attacks and conduct experiments with a real location dataset to show the effectiveness of our proposed method.

Report

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

    (25 results)

All 2014 2013 2012 2011 Other

All Journal Article (3 results) (of which Peer Reviewed: 3 results) Presentation (19 results) (of which Invited: 1 results) Remarks (1 results) Patent(Industrial Property Rights) (2 results)

  • [Journal Article] プライバシ保護データパブリッシング2013

    • Author(s)
      南和宏
    • Journal Title

      情報処理

      Volume: Vol. 54, No. 9

    • NAID

      40019786090

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] プライバシ保護データパブリッシング2013

    • Author(s)
      南 和宏
    • Journal Title

      情報処理

      Volume: 54-9 Pages: 938-946

    • NAID

      40019786090

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Towards Systems Resilience2013

    • Author(s)
      Hiroshi Maruyama and Kazuhiro Minami
    • Journal Title

      Innovation and Supply Chain Management

      Volume: 7 Pages: 105-111

    • NAID

      130003397598

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Presentation] On Safety of Pseudonym-based Location Data in the Context of Constraint Satisfaction Problems2014

    • Author(s)
      Tomoya Tanjo, Kazuhiro Minami, Ken Mano, and Hiroshi Maruyama
    • Organizer
      Proceedings of the 2014 Asian Conference on Availability, Reliability and Security
    • Related Report
      2013 Final Research Report
  • [Presentation] Preventing Denial-of-request Inference Attacks in Location-sharing Services2014

    • Author(s)
      Kazuhiro Minami
    • Organizer
      Proceedings of the 7th International Conference on Mobile Computing and Ubiquitous Networking (ICMU)
    • Related Report
      2013 Final Research Report
  • [Presentation] On Safety of Pseudonym-based Location Data in the Context of Constraint Satisfaction Problems2014

    • Author(s)
      Tomoya Tanjo, Kazuhiro Minami, Ken Mano, and Hiroshi Maruyama
    • Organizer
      2014 Asian Conference on Availability, Reliability and Security
    • Place of Presentation
      インドネシア
    • Related Report
      2013 Annual Research Report
  • [Presentation] Preventing Denial-of-request Inference Attacks in Location-sharing Services2014

    • Author(s)
      Kazuhiro Minami
    • Organizer
      7th International Conference on Mobile Computing and Ubiquitous Networking
    • Place of Presentation
      シンガポール
    • Related Report
      2013 Annual Research Report
  • [Presentation] 推論攻撃に対する位置情報プライバシー保護2014

    • Author(s)
      南 和宏
    • Organizer
      知的環境とセンサネットワーク研究会
    • Place of Presentation
      東京大学駒場キャンパス
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] Privacy-preserving Publishing of Pseudonym-based Trajectory Location Data Set2013

    • Author(s)
      Ken Mano, Kazuhiro Minami, and Hiroshi Maruyama
    • Organizer
      Proceedings of the 2nd International Workshop on Security of Mobile Applications
    • Related Report
      2013 Final Research Report
  • [Presentation] ICHIGAN Security - A Security Architecture that Enables Situation-Based Policy Switching2013

    • Author(s)
      Hiroshi Maruyama, Kiyoshi Watanabe, Sachiko Yoshihama, Naohiko Uramoto, Yoichi Takehora, and Kazuhiro Minami
    • Organizer
      Proceedings of the 3rd International Workshop on Resilience and IT-Risk in Social Infrastructures
    • Related Report
      2013 Final Research Report
  • [Presentation] Protecting Location Privacy with K-Confusing Paths Based on Dynamic Pseudonyms2013

    • Author(s)
      Ken Mano, Kazuhiro Minami, and Hiroshi Maruyama
    • Organizer
      Proceedings of the 5th IEEE International Workshop on Security and SOCial Networking
    • Related Report
      2013 Final Research Report
  • [Presentation] Privacy-preserving Publishing of Pseudonym-based Trajectory Location Data Set2013

    • Author(s)
      Ken Mano, Kazuhiro Minami, and Hiroshi Maruyama
    • Organizer
      2nd International Workshop on Security of Mobile Applications
    • Place of Presentation
      ドイツ
    • Related Report
      2013 Annual Research Report
  • [Presentation] Protecting Location Privacy with K-Confusing Paths Based on Dynamic Pseudonyms2013

    • Author(s)
      Ken Mano, Kazuhiro Minami, Hiroshi Maruyama
    • Organizer
      5th IEEE International Workshop on SEcurity and SOCial Networking
    • Place of Presentation
      San Diego, USA
    • Related Report
      2012 Research-status Report
  • [Presentation] 推論攻撃を考慮した論理データベースのためのアクセスコントロール2012

    • Author(s)
      南和宏
    • Organizer
      2012年 暗号と情報セキュリティシンポジウム(SCIS2012)
    • Related Report
      2013 Final Research Report
  • [Presentation] 推論攻撃を考慮した位置情報保護技術2012

    • Author(s)
      南和宏
    • Organizer
      マルチメディア,分散,協調とモバイル(DICOMO2012)シンポジウム
    • Place of Presentation
      石川県山代温泉
    • Related Report
      2012 Research-status Report
  • [Presentation] Protecting location privacy with k-confusing paths based on dynamic pseudonyms2012

    • Author(s)
      真野健, 南和宏, 丸山 宏
    • Organizer
      第64回モバイルコンピューティングとユビキタス通信研究会
    • Place of Presentation
      北海道大学
    • Related Report
      2012 Research-status Report
  • [Presentation] 機密性を考慮した分散証明システム2012

    • Author(s)
      南和宏
    • Organizer
      コンピュータセキュリティシンポジウム 2012
    • Place of Presentation
      島根県松江市
    • Related Report
      2012 Research-status Report
  • [Presentation] Formalizing the Resilience of Open Dynamic Systems2012

    • Author(s)
      Kazuhiro Minami, Tenda Okimoto, Tomoya Tanjo, Nicolas Schwind, Hei Chan, Katsumi Inoue, Hiroshi Maruyama
    • Organizer
      Joint Agent Workshop and Symposium (JAWS 2012)
    • Place of Presentation
      ヤマハリゾートつま恋
    • Related Report
      2012 Research-status Report
  • [Presentation] Privacy-preserving Publishing of a Pseudonym-based Trajectory Location Data Set2012

    • Author(s)
      真野健, 南和宏, 丸山 宏
    • Organizer
      第60回CSEC合同研究発表会
    • Place of Presentation
      東京電機大学
    • Related Report
      2012 Research-status Report
  • [Presentation] 推論攻撃を考慮した論理データベースのためのアクセスコントロール2012

    • Author(s)
      南 和宏
    • Organizer
      暗号と情報セキュリティシンポジウム(SCIS2012)
    • Place of Presentation
      石川県金沢市
    • Related Report
      2011 Research-status Report
  • [Presentation] Preventing Denial-of-request Inference Attacks in Location-sharing Services2011

    • Author(s)
      南 和宏
    • Organizer
      第59回モバイルコンピューティングとユビキタス通信研究会
    • Place of Presentation
      神奈川県大船
    • Related Report
      2011 Research-status Report
  • [Presentation] Secure aggregation for publish-subscribe systems2011

    • Author(s)
      南 和宏
    • Organizer
      第55回コンピュータセキュリティ研究発表会
    • Place of Presentation
      東京都千代田区
    • Related Report
      2011 Research-status Report
  • [Remarks]

    • URL

      http://systemsresilience.org/minami/

    • Related Report
      2013 Final Research Report
  • [Patent(Industrial Property Rights)] 仮名交換型位置情報提供システム2012

    • Inventor(s)
      真野健, 南和宏, 丸山宏
    • Industrial Property Rights Holder
      NTT/情報・システム研究機構
    • Industrial Property Rights Type
      特許
    • Filing Date
      2012-11-05
    • Related Report
      2013 Final Research Report
  • [Patent(Industrial Property Rights)] 仮名交換型位置情報提供システム2012

    • Inventor(s)
      真野健, 南和宏, 丸山宏
    • Industrial Property Rights Holder
      真野健, 南和宏, 丸山宏
    • Industrial Property Rights Type
      特許
    • Filing Date
      2012-11-05
    • Related Report
      2012 Research-status Report

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

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