数据隐私的禁忌定理
No-Go Theorems for Data Privacy
摘要:
受控查询评估(CQE)是保证数据库和知识库系统数据隐私的一种方法。CQE系统的特征在于可以扭曲查询的答案以隐藏敏感信息的审查功能。我们介绍了一个高层次的形式化的控制查询评估和定义CQE系统的几个理想的属性。最后,我们建立了两个不去定理,这表明这些属性的某些组合不能得到。
英文摘要:
Controlled query evaluation (CQE) is an approach to guarantee data privacy for database and knowledge base systems. CQE-systems feature a censor function that may distort the answer to a query in order to hide sensitive information. We introduce a high-level formalization of controlled query evaluation and define several desirable properties of CQE-systems. Finally we establish two no-go theorems, which show that certain combinations of these properties cannot be obtained.
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