Setting the Privacy Budget in Differential Privacy by Bounding Adversaries' Odds of Learning Sensitive Information

Ruwimal Y. Pathiraja, Jerome P. Reiter

Differential privacy is a mathematical definition of what it means to protect data subjects' privacy in data releases. Differential privacy depends on a parameter $\epsilon$ known as the…