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Watermarking for multilevel access to statistical databases

机译:对统计数据库进行多级访问的加水印

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摘要

Increased corporate, government and academic demand has prompted official statistics to release individual respondent data (microdata) in addition to the traditional tabular data. Microdata must be masked by a statistical disclosure control (SDC) method before being published, because otherwise the statistical confidentiality of respondents would be compromised. A novel application of watermarking is discussed in this paper which allows multilevel access to numerical microdata: depending on her clearance, the data user can remove more or less of the masking. Non-privileged users just see the published data, but as the clearance of a user increases she can get a data set which is closer and closer to the original one.
机译:公司,政府和学术界的需求增加,促使官方统计数据除了传统的表格数据之外,还发布了个人受访者数据(微数据)。在发布微数据之前,必须先通过统计披露控制(SDC)方法对微数据进行掩盖,因为否则会损害受访者的统计机密性。本文讨论了水印的一种新颖应用,该应用允许对数值微数据进行多级访问:根据其清除率,数据用户可以删除或多或少的掩码。非特权用户只看到发布的数据,但是随着用户权限的增加,她可以获得的数据集将越来越接近原始数据集。

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