A Privacy Data Set Release Method for Balancing Privacy Protection and Usability

机译：一种隐私数据集发布方法，用于平衡隐私保护和可用性

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摘要

The current release control methods consider the balance between privacy protection and usability for individual privacy data, but that balance for a released data set is not considered. In this paper, a release method based on game theory is proposed to ensure both the protection and the usability of privacy for a released data set.

机译：当前释放控制方法考虑隐私保护与个人隐私数据之间的可用性之间的平衡，但不考虑释放数据集的平衡。本文提出了一种基于博弈论的释放方法，以确保保护数据集的保护和隐私性的可用性。

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来源
《International Conference on Future Computer and Communication》|2010年||共4页
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作者
Yi Ren; Zhiting Xiao;
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原文格式 PDF
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中图分类 TN91-53;
关键词
Game Theory; Release Control; Privacy Protection;

机译：博弈论;释放控制;隐私保护;

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1. Scalable privacy-preserving data sharing methodology for genome-wide association studies: an application to iDASH healthcare privacy protection challenge [J] . Fei Yu, Zhanglong Ji BMC Medical Informatics and Decision Making . 2014,第SUPPLEMENTa1期

机译：用于全基因组关联研究的可扩展隐私保护数据共享方法：在iDASH医疗保健隐私保护挑战中的应用
2. Scalable privacy-preserving data sharing methodology for genome-wide association studies: an application to iDASH healthcare privacy protection challenge [J] . Fei Yu, Zhanglong Ji BMC Medical Informatics and Decision Making . 2014,第SUPPLEMENTa1期

机译：用于全基因组关联研究的可扩展隐私保护数据共享方法：在iDASH医疗保健隐私保护挑战中的应用
3. A privacy policy conflict detection method for multi-owner privacy data protection [J] . Yi Ren, Fangquan Cheng, Zhiyong Peng, Electronic Commerce Research . 2011,第1期

机译：用于多所有者隐私数据保护的隐私策略冲突检测方法
4. A Privacy Data Set Release Method for Balancing Privacy Protection and Usability [C] . Yi Ren, Zhiting Xiao International Conference on Future Computer and Communication;ICFCC . 2010

机译：平衡隐私保护和可用性的隐私数据集发布方法
5. Randomized Response Methods for Privacy Protection in Data Collection and Identification Risk Control in Data Release [D] . Zhai, Xiaoyu . 2020

机译：数据收集中的隐私保护和数据发布中的识别风险控制中的随机响应方法
6. Scalable privacy-preserving data sharing methodology for genome-wide association studies: an application to iDASH healthcare privacy protection challenge [O] . Fei Yu, Zhanglong Ji 2014

机译：用于全基因组关联研究的可扩展隐私保护数据共享方法：在iDASH医疗保健隐私保护挑战中的应用
7. A Framework to Balance Privacy and Data Usability Using Data Degradation [O] . Harold Van Heerde, Database Management Department, Maarten Fokkinga, 2012

机译：使用数据降级来平衡隐私和数据可用性的框架

A Privacy Data Set Release Method for Balancing Privacy Protection and Usability

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