JP2016531513A - 付加ノイズを用いる効用対応プライバシー保護写像のための方法および装置 - Google Patents

付加ノイズを用いる効用対応プライバシー保護写像のための方法および装置 Download PDF

Info

Publication number
JP2016531513A
JP2016531513A JP2016536079A JP2016536079A JP2016531513A JP 2016531513 A JP2016531513 A JP 2016531513A JP 2016536079 A JP2016536079 A JP 2016536079A JP 2016536079 A JP2016536079 A JP 2016536079A JP 2016531513 A JP2016531513 A JP 2016531513A
Authority
JP
Japan
Prior art keywords
data
user
noise
public
privacy
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Withdrawn
Application number
JP2016536079A
Other languages
English (en)
Japanese (ja)
Other versions
JP2016531513A5 (cg-RX-API-DMAC7.html
Inventor
ファワズ ナディア
ファワズ ナディア
マクドウミ カカーキ アバサリ
マクドウミ カカーキ アバサリ
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Thomson Licensing SAS
Original Assignee
Thomson Licensing SAS
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Thomson Licensing SAS filed Critical Thomson Licensing SAS
Publication of JP2016531513A publication Critical patent/JP2016531513A/ja
Publication of JP2016531513A5 publication Critical patent/JP2016531513A5/ja
Withdrawn legal-status Critical Current

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/60Protecting data
    • G06F21/62Protecting access to data via a platform, e.g. using keys or access control rules
    • G06F21/6218Protecting 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
    • G06F21/6245Protecting personal data, e.g. for financial or medical purposes

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Bioethics (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • 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)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Pure & Applied Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Evolutionary Biology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Operations Research (AREA)
  • Probability & Statistics with Applications (AREA)
  • Algebra (AREA)
  • Storage Device Security (AREA)
JP2016536079A 2013-08-19 2013-11-21 付加ノイズを用いる効用対応プライバシー保護写像のための方法および装置 Withdrawn JP2016531513A (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
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

Publications (2)

Publication Number Publication Date
JP2016531513A true JP2016531513A (ja) 2016-10-06
JP2016531513A5 JP2016531513A5 (cg-RX-API-DMAC7.html) 2017-01-12

Family

ID=49880942

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2016536079A Withdrawn JP2016531513A (ja) 2013-08-19 2013-11-21 付加ノイズを用いる効用対応プライバシー保護写像のための方法および装置

Country Status (5)

Country Link
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 (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2018109949A (ja) * 2016-12-30 2018-07-12 三菱電機株式会社 プライバシー保護分析を集約データに用いるシステムおよびそのための方法及び記憶媒体
JP2020536323A (ja) * 2017-12-18 2020-12-10 三菱電機株式会社 通信システム、及びプライバシーモジュールを適用してデータを変換する方法

Families Citing this family (19)

* 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
US10333822B1 (en) 2017-05-23 2019-06-25 Cisco Technology, Inc. Techniques for implementing loose hop service function chains price information
CN109543445B (zh) * 2018-10-29 2022-12-20 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
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
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
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
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
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
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
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

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20070016528A1 (en) * 2003-08-08 2007-01-18 Verhaegh Wilhelmus F J System for processing data and method thereof
US7302420B2 (en) * 2003-08-14 2007-11-27 International Business Machines Corporation Methods and apparatus for privacy preserving data mining using statistical condensing approach
US7363192B2 (en) * 2005-12-09 2008-04-22 Microsoft Corporation Noisy histograms
US7853545B2 (en) * 2007-02-26 2010-12-14 International Business Machines Corporation Preserving privacy of one-dimensional data streams using dynamic correlations
US8619984B2 (en) * 2009-09-11 2013-12-31 Microsoft Corporation Differential privacy preserving recommendation

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2018109949A (ja) * 2016-12-30 2018-07-12 三菱電機株式会社 プライバシー保護分析を集約データに用いるシステムおよびそのための方法及び記憶媒体
JP2020536323A (ja) * 2017-12-18 2020-12-10 三菱電機株式会社 通信システム、及びプライバシーモジュールを適用してデータを変換する方法

Also Published As

Publication number Publication date
KR20160044553A (ko) 2016-04-25
CN105659249A (zh) 2016-06-08
EP3036679A1 (en) 2016-06-29
WO2015026386A1 (en) 2015-02-26

Similar Documents

Publication Publication Date Title
JP2016531513A (ja) 付加ノイズを用いる効用対応プライバシー保護写像のための方法および装置
Cimini et al. Systemic risk analysis on reconstructed economic and financial networks
US20160006700A1 (en) Privacy against inference attacks under mismatched prior
EP4097618B1 (en) Privacy preserving machine learning for content distribution and analysis
US20160210463A1 (en) Method and apparatus for utility-aware privacy preserving mapping through additive noise
CA3186528A1 (en) Machine-learning techniques for factor-level monotonic neural networks
JP2016535898A (ja) 結託および合成を考慮した効用対応プライバシー保護写像のための方法および装置
US20160203333A1 (en) Method and apparatus for utility-aware privacy preserving mapping against inference attacks
CN114186263A (zh) 一种基于纵向联邦学习的数据回归方法及电子装置
EP3036677A1 (en) Method and apparatus for utility-aware privacy preserving mapping against inference attacks
Pozi et al. A Kernel Density Estimation Method to Generate Synthetic Shifted Datasets in Privacy-Preserving Task.
Yang et al. Recommendations in smart devices using federated tensor learning
US20160203334A1 (en) Method and apparatus for utility-aware privacy preserving mapping in view of collusion and composition
CN101841529B (zh) 基于信息论和信任的隐私信息保护方法
Sun et al. Differentially private AUC computation in vertical federated learning
Tran et al. Privacy-preserving deep learning model with integer quantization and secure multi-party computation
Badrinarayanan et al. Privacy-Preserving Race/Ethnicity Estimation for Algorithmic Bias Measurement in the US
Feng et al. MPLDP: Multi-Level Personalized Local Differential Privacy Method
Jia et al. Differential Privacy Framework using Secure Computing on Untrusted Servers
WO2018184463A1 (en) Statistics-based multidimensional data cloning
CN114004456B (zh) 数据标签的计算方法、装置、计算机设备和存储介质
Ramirez et al. A Computational Review of Privacy-Preserving Mechanisms for the Smart Grid
Berg et al. Benchmarked small area prediction
Yi et al. Differentially Private Distributed Frequency Estimation
Wang Privacy preservation for linear and learning based inference systems

Legal Events

Date Code Title Description
A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20161121

A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20161121

RD03 Notification of appointment of power of attorney

Free format text: JAPANESE INTERMEDIATE CODE: A7423

Effective date: 20161202

RD04 Notification of resignation of power of attorney

Free format text: JAPANESE INTERMEDIATE CODE: A7424

Effective date: 20161202

A761 Written withdrawal of application

Free format text: JAPANESE INTERMEDIATE CODE: A761

Effective date: 20170203