Bing-Rong Lin

Information Measures in Statistical Privacy and Data Processing Applications

2015 · ACM Transactions on Knowledge Discovery from Data

In statistical privacy, utility refers to two concepts: information preservation, how much statistical information is retained by a sanitizing algorithm, and usability, how (and with how much difficulty) one extracts this information to build statistical …