Explaining epsilon in local differential privacy through the lens of quantitative information flow

Natasha Fernandes, Annabelle McIver, Parastoo Sadeghi

The study of leakage measures for privacy has been a subject of intensive research and is an important aspect of understanding how privacy leaks occur in computer systems. Differen…