JP6037336B2 - 分散データベース用プライバシー保全統計解析 - Google Patents

分散データベース用プライバシー保全統計解析 Download PDF

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JP6037336B2
JP6037336B2 JP2013216154A JP2013216154A JP6037336B2 JP 6037336 B2 JP6037336 B2 JP 6037336B2 JP 2013216154 A JP2013216154 A JP 2013216154A JP 2013216154 A JP2013216154 A JP 2013216154A JP 6037336 B2 JP6037336 B2 JP 6037336B2
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JP2014098895A5 (enExample
JP2014098895A (ja
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イェ・ワン
ビン−ロン・リン
シャンタヌ・ラーネ
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Mitsubishi Electric Corp
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/60—Protecting data
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/60—Protecting data
    • G06F21/62—Protecting access to data via a platform, e.g. using keys or access control rules
    • G06F21/6218—Protecting access to data via a platform, e.g. using keys or access control rules to a system of files or objects, e.g. local or distributed file system or database
    • G06F21/6245—Protecting personal data, e.g. for financial or medical purposes
    • G06F21/6254—Protecting personal data, e.g. for financial or medical purposes by anonymising data, e.g. decorrelating personal data from the owner's identification
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/60—Protecting data
    • G06F21/62—Protecting access to data via a platform, e.g. using keys or access control rules
    • G06F21/6218—Protecting access to data via a platform, e.g. using keys or access control rules to a system of files or objects, e.g. local or distributed file system or database
    • G06F21/6245—Protecting personal data, e.g. for financial or medical purposes

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Bioethics (AREA)
  • General Health & Medical Sciences (AREA)
  • Computer Hardware Design (AREA)
  • Computer Security & Cryptography (AREA)
  • Software Systems (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Databases & Information Systems (AREA)
  • Medical Informatics (AREA)
  • Storage Device Security (AREA)
JP2013216154A 2012-11-14 2013-10-17 分散データベース用プライバシー保全統計解析 Active JP6037336B2 (ja)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US13/676,528 US8893292B2 (en) 2012-11-14 2012-11-14 Privacy preserving statistical analysis for distributed databases
US13/676,528 2012-11-14

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JP2014098895A JP2014098895A (ja) 2014-05-29
JP2014098895A5 JP2014098895A5 (enExample) 2016-08-25
JP6037336B2 true JP6037336B2 (ja) 2016-12-07

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JP (1) JP6037336B2 (enExample)

Families Citing this family (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP2926497A1 (en) * 2012-12-03 2015-10-07 Thomson Licensing Method and apparatus for nearly optimal private convolution
US10146958B2 (en) * 2013-03-14 2018-12-04 Mitsubishi Electric Research Laboratories, Inc. Privacy preserving statistical analysis on distributed databases
US20140380489A1 (en) * 2013-06-20 2014-12-25 Alcatel-Lucent Bell Labs France Systems and methods for data anonymization
US10885467B2 (en) 2016-04-28 2021-01-05 Qualcomm Incorporated Differentially private iteratively reweighted least squares
US9705908B1 (en) * 2016-06-12 2017-07-11 Apple Inc. Emoji frequency detection and deep link frequency
US10778633B2 (en) * 2016-09-23 2020-09-15 Apple Inc. Differential privacy for message text content mining
JP6501989B2 (ja) 2016-12-19 2019-04-17 三菱電機株式会社 秘匿化装置、データ分析装置、秘匿化方法、データ分析方法、秘匿化プログラム及びデータ分析プログラム
US10776242B2 (en) 2017-01-05 2020-09-15 Microsoft Technology Licensing, Llc Collection of sensitive data—such as software usage data or other telemetry data—over repeated collection cycles in satisfaction of privacy guarantees
US10536437B2 (en) 2017-01-31 2020-01-14 Hewlett Packard Enterprise Development Lp Performing privacy-preserving multi-party analytics on vertically partitioned local data
US10565524B2 (en) 2017-01-31 2020-02-18 Hewlett Packard Enterprise Development Lp Performing privacy-preserving multi-party analytics on horizontally partitioned local data
US10380366B2 (en) * 2017-04-25 2019-08-13 Sap Se Tracking privacy budget with distributed ledger
US10430727B1 (en) * 2019-04-03 2019-10-01 NFL Enterprises LLC Systems and methods for privacy-preserving generation of models for estimating consumer behavior
JP7231053B2 (ja) * 2019-10-11 2023-03-01 日本電信電話株式会社 維持置換確率生成装置、維持置換撹乱装置、維持置換確率生成方法、維持置換撹乱方法、プログラム
CN114091090A (zh) * 2020-08-05 2022-02-25 新智数字科技有限公司 一种基于隐私保护的数据处理模型获取方法、装置、终端设备及存储介质
CN112580701B (zh) * 2020-12-09 2022-07-12 哈尔滨理工大学 一种基于分类变换扰动机制的均值估计方法及装置
CN113326475B (zh) * 2021-06-29 2022-08-09 福建师范大学 一种基于初等矩阵的矩阵求逆外包计算方法
CN113821617A (zh) * 2021-08-26 2021-12-21 阿里巴巴新加坡控股有限公司 一种问卷调查方法、设备及存储介质
CN114638013B (zh) * 2022-02-15 2024-09-13 西安电子科技大学 图像隐私信息的度量和保护方法、系统、介质及终端

Family Cites Families (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4997288A (en) * 1988-12-09 1991-03-05 The Exchange System Limited Partnership Power supply arrangement for fault-tolerant operation in a microcomputer-based encryption system
US6014445A (en) * 1995-10-23 2000-01-11 Kabushiki Kaisha Toshiba Enciphering/deciphering apparatus and method incorporating random variable and keystream generation
US5699431A (en) * 1995-11-13 1997-12-16 Northern Telecom Limited Method for efficient management of certificate revocation lists and update information
US6463538B1 (en) * 1998-12-30 2002-10-08 Rainbow Technologies, Inc. Method of software protection using a random code generator
US7725730B2 (en) * 2002-08-09 2010-05-25 Emc Corporation Cryptographic methods and apparatus for secure authentication
EP1488798A1 (en) 2003-06-18 2004-12-22 Institut National De La Sante Et De La Recherche Medicale (Inserm) HIP/PAP polypeptide composition for use in liver regeneration and for the prevention of liver failure
US7817817B2 (en) * 2004-09-10 2010-10-19 University Of Maryland Method for concealing data in curves of an image
CN101375284B (zh) * 2004-10-25 2012-02-22 安全第一公司 安全数据分析方法和系统
US7526084B2 (en) * 2005-09-02 2009-04-28 Mitsubishi Electric Research Laboratories, Inc. Secure classifying of data with Gaussian distributions
US7895331B1 (en) 2006-08-10 2011-02-22 Bivio Networks, Inc. Method for dynamically configuring network services
US8050410B2 (en) * 2006-12-08 2011-11-01 Uti Limited Partnership Distributed encryption methods and systems
US7908197B2 (en) * 2008-02-06 2011-03-15 Algorithmics Software Llc Systems and methods for compound risk factor sampling with integrated market and credit risk
US8775344B2 (en) * 2008-05-22 2014-07-08 International Business Machines Corporation Determining and validating provenance data in data stream processing system
US8166047B1 (en) * 2008-08-06 2012-04-24 At&T Intellectual Property I, L.P. Systems, devices, and/or methods for managing data
US8407550B2 (en) * 2009-08-14 2013-03-26 Mitsubishi Electric Research Laboratories, Inc. Method and system for decoding graph-based codes using message-passing with difference-map dynamics
US8639649B2 (en) * 2010-03-23 2014-01-28 Microsoft Corporation Probabilistic inference in differentially private systems
US8281121B2 (en) * 2010-05-13 2012-10-02 Microsoft Corporation Private aggregation of distributed time-series data
US8375030B2 (en) * 2010-12-03 2013-02-12 Mitsubishi Electric Research Laboratories, Inc. Differentially private aggregate classifier for multiple databases

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US20140137260A1 (en) 2014-05-15
US8893292B2 (en) 2014-11-18
JP2014098895A (ja) 2014-05-29

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