Revisiting Differentially Private Regression: Lessons From Learning Theory and their Consequences

Xi Wu, Matthew Fredrikson, Wentao Wu +2

Private regression has received attention from both database and security communities. Recent work by Fredrikson et al. (USENIX Security 2014) analyzed the functional mechanism (Zh…