2 papers
cs.DS2016
Concentrated Differential Privacy
Cynthia Dwork, Guy N. Rothblum
We introduce Concentrated Differential Privacy, a relaxation of Differential Privacy enjoying better accuracy than both pure differential privacy and its popular "(epsilon,delta)"…
cs.CC2011
Private Data Release via Learning Thresholds
Moritz Hardt, Guy N. Rothblum, Rocco A. Servedio
This work considers computationally efficient privacy-preserving data release. We study the task of analyzing a database containing sensitive information about individual participa…