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Database Security Protection Via Inference Detection

机译:通过推理检测保护数据库安全

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摘要

Access control mechanisms are commonly used to provide control over who may access sensitive information. However, malicious users can exploit the correlation among the data and infer sensitive information from a series of seemingly innocuous data access. In this paper, we proposed a detection system that utilizes both the user's current query and past query log to determine if the current query answer can infer sensitive information. This detection system is being extended to the cases of multiple collaborative users based on the query history of all the users and their collaborative levels for specific sensitive information.
机译:访问控制机制通常用于提供对谁可以访问敏感信息的控制。但是,恶意用户可以利用数据之间的相关性,并从一系列看似无害的数据访问中推断出敏感信息。在本文中,我们提出了一种检测系统,该系统利用用户的当前查询和过去的查询日志来确定当前查询答案是否可以推断出敏感信息。基于所有用户的查询历史及其特定敏感信息的协作级别,此检测系统已扩展到多个协作用户的情况。

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