Accurate and efficient private release of datacubes and contingency tables
Accurate and efficient private release of datacubes and contingency tables
A central problem in releasing aggregate information about sensitive data is to do so accurately while providing a privacy guarantee on the output. Recent work focuses on the class of linear queries, which include basic counting queries, data cubes, and contingency tables. The goal is to maximize the utility of …