Rare category protection

{"id":3313,"post_type":"dictionary","post_image":false,"post_date":"2023-01-12","title":"Rare category protection","excerpt":"Rare categories in original data can result in re-identification when regenerated in synthetic data, so privacy-protection mechanisms must be used during the synthesization process to ensure privacy. Example of rare categories are highly unique values in the dataset such as CEO as a job title."}