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A Study on Location Privacy Preserving for Location-based Service Usage

Research Project

Project/Area Number 24650038
Research Category

Grant-in-Aid for Challenging Exploratory Research

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

Principal Investigator

HARA Takahiro  大阪大学, 情報科学研究科, 准教授 (20294043)

Project Period (FY) 2012-04-01 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Fiscal Year 2013: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2012: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywordsモバイルシステム / 位置プライバシー / 位置情報サービス
Research Abstract

In this research, we have established a series of approaches to preserve user's location privacy when using location-based services. Specifically, we have proposed some methods to generate a set of dummy locations sent to service providers so that the locations and trajectories of the users cannot be known by the service providers when using the services. The proposed methods are significantly more effective in the real world than other existing approaches, because these assume various physical restrictions in the real world and more realistic user mobility models.

Report

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

    (17 results)

All 2014 2013 2012 Other

All Journal Article (2 results) (of which Peer Reviewed: 1 results) Presentation (14 results) Remarks (1 results)

  • [Journal Article] 停止するユーザの移動経路に基づいた位置プライバシ保護のためのダミー生成手法2014

    • Author(s)
      加藤諒, 岩田麻佑, 原隆浩, 鈴木晃祥, 荒瀬由紀, Xing Xie, 西尾章治郎
    • Journal Title

      情報処理学会論文誌

      Volume: Vol.55, No.1 Pages: 505-518

    • NAID

      110009660277

    • Related Report
      2013 Final Research Report
  • [Journal Article] 停止するユーザの移動経路に基づいた位置プライバシ保護のためのダミー生成手法2014

    • Author(s)
      加藤 諒, 岩田 麻佑, 原 隆浩, 鈴木晃祥, 荒瀬 由紀, Xing Xie, 西尾 章治郎
    • Journal Title

      情報処理学会論文誌

      Volume: 55巻,1号 Pages: 505-518

    • NAID

      110009660277

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Presentation] ユーザの訪問場所の傾向を考慮したダミーによるユーザ位置曖昧化手法2014

    • Author(s)
      加藤諒 ,松野有弥, 原隆浩, 荒瀬由紀, Xing Xie, 西尾章治郎
    • Organizer
      情報処理学会マルチメディア,分散,協調とモバイル(DICOMO 2014)シンポジウム
    • Place of Presentation
      ホテル泉慶, 新潟県新発田市(発表予定)
    • Year and Date
      2014-07-10
    • Related Report
      2013 Final Research Report
  • [Presentation] Location Anonymization using Real Car Trace Data for Location Based Services2014

    • Author(s)
      Takahiro Hara, Ayana Yamamoto, Mayu Iwata, Yuki Arase, Xing Xie, Shojiro Nishio
    • Organizer
      International Conference on Ubiquitous Information Management and Communication (IMCOM 2014)
    • Place of Presentation
      Sofitel Angkor Phokeethra Golf and Spa Resort, Siem Reap, Cambodia
    • Year and Date
      2014-01-10
    • Related Report
      2013 Final Research Report
  • [Presentation] User Location Anonymization Method for Wide Distribution of Dummies2013

    • Author(s)
      Ryo Kato, Mayu Iwata, Takahiro Hara, Yuki Arase, Xing Xie, Shojiro Nishio
    • Organizer
      International Conference on Database and Expert Systems Applications (DEXA 2013)
    • Place of Presentation
      University of Economics, Prague, Czech Republic
    • Year and Date
      2013-08-28
    • Related Report
      2013 Final Research Report
  • [Presentation] ダミーの広範囲な分散を考慮したユーザ位置曖昧化手法2013

    • Author(s)
      加藤諒, 岩田麻佑, 原隆浩, 荒瀬由紀, Xing Xie, 西尾章治郎
    • Organizer
      情報処理学会マルチメディア, 分散, 協調とモバイル(DICOMO 2013)シンポジウム
    • Place of Presentation
      ホテル大平原, 北海道河東郡
    • Year and Date
      2013-07-10
    • Related Report
      2013 Final Research Report
  • [Presentation] A Dummy-based Anonymization Method Based on User Trajectory with Pauses2012

    • Author(s)
      Ryo Kato, Mayu Iwata, Takahiro Hara, Akiyoshi Suzuki, Yuki Arase, Xing Xie, Shojiro Nishio
    • Organizer
      International Conference on Advances in Geographic Information Systems (GIS 2011)
    • Place of Presentation
      Crown Plaza Redondo Beach & Marina Hotel, Redondo Beach, CA, USA
    • Year and Date
      2012-11-08
    • Related Report
      2013 Final Research Report
  • [Presentation] 停止を伴うユーザの移動経路を考慮したダミーによる位置曖昧化手法2012

    • Author(s)
      加藤諒, 岩田麻佑, 原隆浩, 鈴木晃祥, 荒瀬由紀, Xing Xie, 西尾章治郎
    • Organizer
      情報処理学会マルチメディア通信と分散処理ワークショップ
    • Place of Presentation
      ホテル奥道後, 愛媛県松山市
    • Year and Date
      2012-10-08
    • Related Report
      2013 Final Research Report
  • [Presentation] 車両トレースデータを用いたダミー生成による位置プライバシ保護手法2012

    • Author(s)
      山本彩奈, 岩田麻佑, 原隆浩, 荒瀬由紀, Xing Xie, 西尾章治郎
    • Organizer
      情報処理学会研究報告
    • Place of Presentation
      彦根キャッスルホテル, 滋賀県彦根市 (Vol.2012-DPS-153, No.12)
    • Related Report
      2013 Final Research Report
  • [Presentation] User Location Anonymization Method for Wide Distribution of Dummies

    • Author(s)
      Ryo Kato, Mayu Iwata, Takahiro Hara, Yuki Arase, Xing Xie, and Shojiro Nishio
    • Organizer
      International Conference on Database and Expert Systems Applications (DEXA 2013)
    • Place of Presentation
      University of Economics (Prague, Czech Republic)
    • Related Report
      2013 Annual Research Report
  • [Presentation] Location Anonymization using Real Car Trace Data for Location Based Services

    • Author(s)
      Takahiro Hara, Ayana Yamamoto, Mayu Iwata, Yuki Arase, Xing Xie, Shojiro Nishio
    • Organizer
      International Conference on Ubiquitous Information Management and Communication (IMCOM 2014)
    • Place of Presentation
      Sofitel Angkor Phokeethra Golf and Spa Resort (Siem Reap, Cambodia)
    • Related Report
      2013 Annual Research Report
  • [Presentation] ユーザの訪問場所の傾向を考慮したダミーによるユーザ位置曖昧化手法

    • Author(s)
      加藤 諒, 松野 有弥, 原 隆浩, 荒瀬 由紀, Xing Xie, 西尾 章治郎
    • Organizer
      情報処理学会マルチメディア, 分散, 協調とモバイル(DICOMO 2014)シンポジウム
    • Place of Presentation
      ホテル泉慶 (新潟県新発田市)
    • Related Report
      2013 Annual Research Report
  • [Presentation] 車両トレースデータを用いたダミー生成による位置プライバシ保護手法

    • Author(s)
      山本 彩奈, 岩田 麻佑, 原 隆浩, 荒瀬 由紀, Xing Xie, 西尾 章治郎
    • Organizer
      情報処理学会研究報告(マルチメディア通信と分散処理研究会)
    • Place of Presentation
      彦根キャッスルホテル(滋賀県彦根市)
    • Related Report
      2012 Research-status Report
  • [Presentation] A Dummy-based Anonymization Method Based on User Trajectory with Pauses

    • Author(s)
      Ryo Kato, Mayu Iwata, Takahiro Hara, Akiyoshi Suzuki, Xing Xie, Yuki Arase, Shojiro Nishio
    • Organizer
      ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL GIS 2011)
    • Place of Presentation
      Crowne Plaza Redondo Beach & Marina Hotel (Redondo Beach, CA, USA)
    • Related Report
      2012 Research-status Report
  • [Presentation] 停止を伴うユーザの移動経路を考慮したダミーによる位置曖昧化手法

    • Author(s)
      加藤 諒, 岩田 麻佑, 原 隆浩, 鈴木 晃祥, 荒瀬 由紀, Xing Xie, 西尾 章治郎
    • Organizer
      情報処理学会マルチメディア通信と分散処理ワークショップ
    • Place of Presentation
      ホテル奥道後(愛媛県松山市)
    • Related Report
      2012 Research-status Report
  • [Presentation] 加藤 諒, 岩田 麻佑, 原 隆浩, 荒瀬 由紀, Xing Xie, 西尾 章治郎

    • Author(s)
      ダミーの広範囲な分散を考慮したユーザ位置曖昧化手法
    • Organizer
      情報処理学会マルチメディア、分散、協調とモバイルシンポジウム
    • Place of Presentation
      ホテル大平原(北海道河東郡)
    • Related Report
      2012 Research-status Report
  • [Remarks] 情報処理学会 マルチメディア通信と分散処理ワークショップ,優秀論文賞, 2014年10月

    • Related Report
      2013 Final Research Report

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Published: 2013-05-31   Modified: 2019-07-29  

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