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Chapter and Conference Paper
Ordered Data Set Vectorization for Linear Regression on Data Privacy
Many situations demand from publishing data without revealing the confidential information in it. Among several data protection methods proposed in the literature, those based on linear regression are widely u...
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Chapter and Conference Paper
Improving Microaggregation for Complex Record Anonymization
Microaggregation is one of the most commonly employed microdata protection methods. This method builds clusters of at least k original records and replaces the records in each cluster with the centroid of the clu...