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Secure Outsourcing Database in cloud computing environment

Research Project

Project/Area Number 21700099
Research Category

Grant-in-Aid for Young Scientists (B)

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

Principal Investigator

WATANABE Chiemi  Ochanomizu University, 大学院・人間文化創成科学研究科, 講師 (20362832)

Project Period (FY) 2009 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2010: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2009: ¥2,860,000 (Direct Cost: ¥2,200,000、Indirect Cost: ¥660,000)
Keywordsクラウドコンピューティング / アウトソーシングデータベース / プライバシ保護 / 検索 / ブルームフィルタ / データベースセキュリティ / データベースシステム / プライバシ / セキュリティ
Research Abstract

We proposed and implemented a new secure query processing methodology which don't steal sensitive data from the database administrator, in the case the data is stored in the database system on cloud computing environment. Especially, our proposed ShuffledBF, which can hide the schema information of the table, and it preserves the adversaries' inferring from the distribution of each attribute value. In addition, we investigated the following two improvements for speed up the query response time ; (1) the perturbation of bloomfilter index withou shuffling (2) proposing Semi-ShuffledBF which is marged a shuffled bloomfilter and a non-shuffled bloomfilter.

Report

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

    (10 results)

All 2011 2010 2009

All Journal Article (2 results) (of which Peer Reviewed: 2 results) Presentation (8 results)

  • [Journal Article] ブルームフィルタを用いたプライバシ保護検索における攻撃モデルとデータ撹乱法の一検討2009

    • Author(s)
      渡辺知恵美, 新井裕子, 天笠俊之
    • Journal Title

      日本データベース学会論文誌 Vol.8, No.1

      Pages: 113-118

    • NAID

      40016752608

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] ブルームフィルタを用いたプライバシ保護検索における攻撃モデルとデーダ撹乱法の一検討2009

    • Author(s)
      渡辺知恵美, 新井裕子, 天笠俊之
    • Journal Title

      日本データベース学会論文誌 Vol.8, No.1

      Pages: 113-118

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Presentation] Semi-Shuffled BF : Performance Improvementof a Privacy-Preserving Query Method fora DaaS Model Using a Bloom filter2011

    • Author(s)
      Shizuka Kaneko, Chiemi Watanabe
    • Organizer
      The 2011International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA'11)
    • Place of Presentation
      モンテカルロホテル,ラスベガス,アメリカ
    • Year and Date
      2011-07-18
    • Related Report
      2010 Final Research Report
  • [Presentation] Semi-Shuffled BF :ブルームフィルタを用いた安全かつより高速なプライバシ保護検索手法の提案2011

    • Author(s)
      金子静花, 渡辺知恵美
    • Organizer
      第3回データ工学と情報マネジメントに関するフォーラム(DEIM 2011)
    • Place of Presentation
      ラフォーレ修善寺,静岡県伊豆市修善寺町
    • Year and Date
      2011-02-28
    • Related Report
      2010 Final Research Report
  • [Presentation] Semi-ShuffledBF:ブルームフィルタを用いた安全かつより高速なプライバシ保護検索手法の提案2011

    • Author(s)
      金子静花
    • Organizer
      第3回データ工学と情報マネジメントに関するフォーラム(DEIM 2011)
    • Place of Presentation
      ラフォーレ修善寺(静岡県伊豆市修善寺町)
    • Year and Date
      2011-02-28
    • Related Report
      2010 Annual Research Report
  • [Presentation] Query LogPerturbation Method for PrivacyPreserving Query2010

    • Author(s)
      Yuko Arai, Chiemi Watanabe
    • Organizer
      The 4th InternationalConference on Ubiquitous Information Management and Communication
    • Place of Presentation
      Suwon, Korea
    • Year and Date
      2010-01-15
    • Related Report
      2010 Final Research Report
  • [Presentation] Query Log Perturbation Method for Privacy Preserving Query2010

    • Author(s)
      新井裕子, 渡辺知恵美
    • Organizer
      The 4th International Conference on Ubiquitous Information Management and Communication
    • Place of Presentation
      Suwon, Korea
    • Year and Date
      2010-01-15
    • Related Report
      2009 Annual Research Report
  • [Presentation] プライバシ保護検索におけるクエリログを利用した攻撃とその防御に関する一手法2009

    • Author(s)
      新井裕子, 渡辺知恵美
    • Organizer
      Webとデータベースに関するフォーラム(WebDB Forum 2009)
    • Place of Presentation
      慶應義塾大学,神奈川,日本
    • Year and Date
      2009-11-20
    • Related Report
      2010 Final Research Report
  • [Presentation] プライバシ保護検索におけるクエリログを利用した攻撃とその防御に関する一手法2009

    • Author(s)
      新井裕子, 渡辺知恵美
    • Organizer
      Web とデータベースに関するフォーラム(WebDB Forum 2009)
    • Place of Presentation
      慶應義塾大学, 神奈川, 日本
    • Year and Date
      2009-11-20
    • Related Report
      2009 Annual Research Report
  • [Presentation] PrivacyPreserving Queries for a DAS model usingTwo-Phase Encrypted Bloomfilter2009

    • Author(s)
      Chiemi Watanabe, Yuko Arai
    • Organizer
      The 14th International Conferences on DatabaseSystems for Advanced Applications
    • Place of Presentation
      Queensland University,Brisbane, Australia
    • Year and Date
      2009-04-22
    • Related Report
      2010 Final Research Report

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

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