KR20160044553A - 가산성 잡음을 통한 유틸리티-인식 프라이버시 보호 매핑을 위한 방법 및 장치 - Google Patents

가산성 잡음을 통한 유틸리티-인식 프라이버시 보호 매핑을 위한 방법 및 장치 Download PDF

Info

Publication number
KR20160044553A
KR20160044553A KR1020167007121A KR20167007121A KR20160044553A KR 20160044553 A KR20160044553 A KR 20160044553A KR 1020167007121 A KR1020167007121 A KR 1020167007121A KR 20167007121 A KR20167007121 A KR 20167007121A KR 20160044553 A KR20160044553 A KR 20160044553A
Authority
KR
South Korea
Prior art keywords
data
user
noise
eigenvectors
release
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Withdrawn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
KR1020167007121A
Other languages
English (en)
Korean (ko)
Inventor
나디아 파와즈
압바살리 마흐도미 카카키
Original Assignee
톰슨 라이센싱
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 톰슨 라이센싱 filed Critical 톰슨 라이센싱
Publication of KR20160044553A publication Critical patent/KR20160044553A/ko
Withdrawn legal-status Critical Current

Links

Images

Classifications

    • 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10—Complex mathematical operations
    • G06F17/18—Complex mathematical operations for evaluating statistical data, e.g. average values, frequency distributions, probability functions, regression analysis
    • 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
    • G06F21/602—Providing cryptographic facilities or services

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)
KR1020167007121A 2013-08-19 2013-11-21 가산성 잡음을 통한 유틸리티-인식 프라이버시 보호 매핑을 위한 방법 및 장치 Withdrawn KR20160044553A (ko)

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 (1)

Publication Number Publication Date
KR20160044553A true KR20160044553A (ko) 2016-04-25

Family

ID=49880942

Family Applications (1)

Application Number Title Priority Date Filing Date
KR1020167007121A Withdrawn KR20160044553A (ko) 2013-08-19 2013-11-21 가산성 잡음을 통한 유틸리티-인식 프라이버시 보호 매핑을 위한 방법 및 장치

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 (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR102055864B1 (ko) * 2019-05-08 2019-12-13 서강대학교 산학협력단 차분 프라이버시를 적용한 시간 간격 데이터 공개 방법

Families Citing this family (20)

* 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
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
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 (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR102055864B1 (ko) * 2019-05-08 2019-12-13 서강대학교 산학협력단 차분 프라이버시를 적용한 시간 간격 데이터 공개 방법

Also Published As

Publication number Publication date
CN105659249A (zh) 2016-06-08
JP2016531513A (ja) 2016-10-06
EP3036679A1 (en) 2016-06-29
WO2015026386A1 (en) 2015-02-26

Similar Documents

Publication Publication Date Title
KR20160044553A (ko) 가산성 잡음을 통한 유틸리티-인식 프라이버시 보호 매핑을 위한 방법 및 장치
US20160210463A1 (en) Method and apparatus for utility-aware privacy preserving mapping through additive noise
US20160203333A1 (en) Method and apparatus for utility-aware privacy preserving mapping against inference attacks
Ganti et al. PoolView: stream privacy for grassroots participatory sensing
US20160006700A1 (en) Privacy against inference attacks under mismatched prior
US11106809B2 (en) Privacy-preserving transformation of continuous data
EP4097618B1 (en) Privacy preserving machine learning for content distribution and analysis
WO2015026385A1 (en) Method and apparatus for utility-aware privacy preserving mapping in view of collusion and composition
Shen et al. Epicrec: Towards practical differentially private framework for personalized recommendation
US20150235051A1 (en) Method And Apparatus For Privacy-Preserving Data Mapping Under A Privacy-Accuracy Trade-Off
US20150339493A1 (en) Privacy protection against curious recommenders
EP3036677A1 (en) Method and apparatus for utility-aware privacy preserving mapping against inference attacks
Zhou et al. Differentially private distributed learning
Luceri et al. Measurement and control of geo-location privacy on Twitter
US20160203334A1 (en) Method and apparatus for utility-aware privacy preserving mapping in view of collusion and composition
Bandoh et al. Distributed secure sparse modeling based on random unitary transform
AU2013377887A1 (en) Privacy protection against curious recommenders
Wang Privacy preservation for linear and learning based inference systems
Feng et al. MPLDP: Multi-Level Personalized Local Differential Privacy Method
Xiao Privacy Preservation for Linear and Learning Based Inference Systems
Berg et al. Benchmarked small area prediction
Adepoju The impact of security and privacy issues on data management in fog Computing
Yang Improving privacy preserving in modern applications
CN111095235A (zh) 基于统计的多维数据克隆
Zhang et al. A Privacy Protection Scheme to Trajectory Synthesis Using Differential Privacy.

Legal Events

Date Code Title Description
PA0105 International application

Patent event date: 20160317

Patent event code: PA01051R01D

Comment text: International Patent Application

PG1501 Laying open of application
PC1203 Withdrawal of no request for examination
WITN Application deemed withdrawn, e.g. because no request for examination was filed or no examination fee was paid