CN105659249A - 用于通过加性噪声的效用感知隐私保护映射的方法和装置 - Google Patents

用于通过加性噪声的效用感知隐私保护映射的方法和装置 Download PDF

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CN105659249A
CN105659249A CN201380078968.XA CN201380078968A CN105659249A CN 105659249 A CN105659249 A CN 105659249A CN 201380078968 A CN201380078968 A CN 201380078968A CN 105659249 A CN105659249 A CN 105659249A
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data
user
noise
public
privacy
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纳蒂亚·法瓦兹
阿巴萨利·马克杜米·卡克哈基
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Thomson Licensing SAS
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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
    • 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)
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  • General Engineering & Computer Science (AREA)
  • Computer Hardware Design (AREA)
  • Computer Security & Cryptography (AREA)
  • Databases & Information Systems (AREA)
  • Medical Informatics (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Data Mining & Analysis (AREA)
  • Mathematical Optimization (AREA)
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  • Pure & Applied Mathematics (AREA)
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  • Bioinformatics & Computational Biology (AREA)
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  • Life Sciences & Earth Sciences (AREA)
  • Operations Research (AREA)
  • Probability & Statistics with Applications (AREA)
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CN201380078968.XA 2013-08-19 2013-11-21 用于通过加性噪声的效用感知隐私保护映射的方法和装置 Pending CN105659249A (zh)

Applications Claiming Priority (3)

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US201361867546P 2013-08-19 2013-08-19
US61/867,546 2013-08-19
PCT/US2013/071290 WO2015026386A1 (en) 2013-08-19 2013-11-21 Method and apparatus for utility-aware privacy preserving mapping through additive noise

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CN105659249A true CN105659249A (zh) 2016-06-08

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EP (1) EP3036679A1 (cg-RX-API-DMAC7.html)
JP (1) JP2016531513A (cg-RX-API-DMAC7.html)
KR (1) KR20160044553A (cg-RX-API-DMAC7.html)
CN (1) CN105659249A (cg-RX-API-DMAC7.html)
WO (1) WO2015026386A1 (cg-RX-API-DMAC7.html)

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109543445A (zh) * 2018-10-29 2019-03-29 复旦大学 一种基于条件概率分布的隐私保护数据发布方法
CN110648289A (zh) * 2019-08-29 2020-01-03 腾讯科技（深圳）有限公司 图像的加噪处理方法及装置
CN114282084A (zh) * 2020-09-28 2022-04-05 阿里巴巴集团控股有限公司 一种数据分析方法、噪声构建方法、设备及存储介质
CN117196012A (zh) * 2023-09-07 2023-12-08 南京信息工程大学 一种基于差分隐私的个性化联邦学习识别方法及系统

Families Citing this family (17)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP3342131B1 (en) * 2015-10-14 2020-03-11 Samsung Electronics Co., Ltd. A system and method for privacy management of infinite data streams
US10956603B2 (en) * 2016-04-07 2021-03-23 Samsung Electronics Co., Ltd. Private dataaggregation framework for untrusted servers
CN106130675B (zh) * 2016-06-06 2018-11-09 联想(北京)有限公司 一种加噪处理方法和装置
US10452865B2 (en) * 2016-12-30 2019-10-22 Mitsubishi Electric Research Laboratories, Inc. Method and systems using privacy-preserving analytics for aggregate data
US10333822B1 (en) 2017-05-23 2019-06-25 Cisco Technology, Inc. Techniques for implementing loose hop service function chains price information
US11132453B2 (en) * 2017-12-18 2021-09-28 Mitsubishi Electric Research Laboratories, Inc. Data-driven privacy-preserving communication
CN111209531B (zh) * 2018-11-21 2023-08-08 百度在线网络技术（北京）有限公司 关联度的处理方法、装置和存储介质
CN109753921A (zh) * 2018-12-29 2019-05-14 上海交通大学 一种人脸特征向量隐私保护识别方法
KR102055864B1 (ko) * 2019-05-08 2019-12-13 서강대학교 산학협력단 차분 프라이버시를 적용한 시간 간격 데이터 공개 방법
US12321478B2 (en) 2019-05-14 2025-06-03 Telefonaktiebolaget Lm Ericsson (Publ) Utility optimized differential privacy system
CN113449313B (zh) * 2020-03-25 2025-01-14 中关村海华信息技术前沿研究院 用能量数据的加密方法、噪声生成方法、设备及存储介质
SE2050534A1 (en) 2020-05-07 2021-11-08 Dpella Ab Estimating Accuracy of Privacy-Preserving Data Analyses
CN112231764B (zh) * 2020-09-21 2023-07-04 北京邮电大学 一种时序数据隐私的保护方法及相关设备
CN112364372A (zh) * 2020-10-27 2021-02-12 重庆大学 一种有监督矩阵补全的隐私保护方法
CN113821577B (zh) * 2021-08-27 2024-02-02 同济大学 一种室内环境下的基于地理不可区分性的位置模糊方法
CN116305292B (zh) * 2023-05-17 2023-08-08 中国电子科技集团公司第十五研究所 基于差分隐私保护的政务数据发布方法及系统
CN118053596B (zh) * 2024-03-04 2024-08-06 飞图云科技(山东)有限公司 一种智能化医疗平台数据管理方法和系统

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1581167A (zh) * 2003-08-14 2005-02-16 国际商业机器公司 使用统计浓缩途径进行保密数据挖掘的方法和装置
CN1864171A (zh) * 2003-08-08 2006-11-15 皇家飞利浦电子股份有限公司 处理数据的系统及其方法
US20070136027A1 (en) * 2005-12-09 2007-06-14 Microsoft Corporation Noisy histograms
US20080209568A1 (en) * 2007-02-26 2008-08-28 International Business Machines Corporation Preserving privacy of data streams using dynamic correlations
US20110064221A1 (en) * 2009-09-11 2011-03-17 Microsoft Corporation Differential privacy preserving recommendation

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1864171A (zh) * 2003-08-08 2006-11-15 皇家飞利浦电子股份有限公司 处理数据的系统及其方法
CN1581167A (zh) * 2003-08-14 2005-02-16 国际商业机器公司 使用统计浓缩途径进行保密数据挖掘的方法和装置
US20070136027A1 (en) * 2005-12-09 2007-06-14 Microsoft Corporation Noisy histograms
US20080209568A1 (en) * 2007-02-26 2008-08-28 International Business Machines Corporation Preserving privacy of data streams using dynamic correlations
US20110064221A1 (en) * 2009-09-11 2011-03-17 Microsoft Corporation Differential privacy preserving recommendation

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
CALMON等: ""Privacy Against Statistical Inference"", 《PROCEEDINGS OF FIFTIETH ANNUAL ALLERTON CONFERENCE》 *
IBRAHIM YAKUT等: ""Privacy-Preserving Eigentaste-Based Collaborative Filtering"", 《PROCEEDINGS OF IWSEC 2007》 *

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109543445A (zh) * 2018-10-29 2019-03-29 复旦大学 一种基于条件概率分布的隐私保护数据发布方法
CN110648289A (zh) * 2019-08-29 2020-01-03 腾讯科技（深圳）有限公司 图像的加噪处理方法及装置
CN110648289B (zh) * 2019-08-29 2023-07-11 腾讯科技（深圳）有限公司 图像的加噪处理方法及装置
CN114282084A (zh) * 2020-09-28 2022-04-05 阿里巴巴集团控股有限公司 一种数据分析方法、噪声构建方法、设备及存储介质
CN117196012A (zh) * 2023-09-07 2023-12-08 南京信息工程大学 一种基于差分隐私的个性化联邦学习识别方法及系统

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KR20160044553A (ko) 2016-04-25
JP2016531513A (ja) 2016-10-06
EP3036679A1 (en) 2016-06-29
WO2015026386A1 (en) 2015-02-26

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