Global Measures of Data Utility for Microdata Masked for Disclosure Limitation
Global Measures of Data Utility for Microdata Masked for Disclosure Limitation
When releasing microdata to the public, data disseminators typically alter the original data to protect the confidentiality of database subjects' identities and sensitive attributes. However, such alteration negatively impacts the utility (quality) of the released data. In this paper, we present quantitative measures of data utility for masked microdata, with …