2021
DOI: 10.17762/turcomat.v12i5.2102
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A General Framework Information Loss of Utility-Based Anonymization in Data Publishing

Abstract: To build anonymization, the data anonymizer must determine the following three issues: Firstly, which data to be preserved? Secondly, which adversary background knowledge used to disclosure the anonymized data? Thirdly, The usage of the anonymized data? We have different anonymization techniques from the previous three-question according to different adversary background knowledge and information usage (information utility). In other words, different anonymization techniques lead to different information loss.… Show more

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