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Privacy Preserving Record Linkage Using Phonetic Codes

机译:使用拼音代码保留记录链接的隐私

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Phonetic codes such as Soundex and Metaphone have been used in the past to address the Record Linkage Problem. However, to the best of our knowledge, no particular effort has been made within this context towards privacy assurance during the matching process. Phonetic codes have an interesting feature which can be cornerstone to providing privacy. They are mappings of strings which do not exhibit the one-to-one property.In this paper, we present a novel protocol for achieving privacy preserving record linkage using phonetics, we provide proof of correctness for our approach and finally we illustrate experimental results concerning performance and matching accuracy. The proposed protocol can be equally well applied to codes different than the phonetic ones, which do not exhibit the one-to-one property, such as hash tables with comparable results.
机译:过去使用了声音代码,如Soundex和Metaphone,以解决纪录的链接问题。然而,据我们所知,在匹配过程中,在这方面没有特别努力,以便在匹配过程中保证。语音代码具有一个有趣的功能,可以是提供隐私的基石。它们是没有表现出一对一的属性的弦乐的映射。本文,我们提出了一种用于使用语音学达到隐私的新颖协议,我们为我们的方法提供了正确的证据,最后我们说明了实验结果性能和匹配的准确性。所提出的协议可以同样适用于不同于语音的代码,这些代码不具有展示一对一属性,例如具有可比结果的散列表。

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