SoK: Differential privacies

Desfontaines, Damien and Pejó, Balázs (2020) SoK: Differential privacies. PROCEEDINGS PRIVACY ENHANCING TECHNOLOGIES, 2020 (2). pp. 288-313. ISSN 2299-0984

Preview

Text 1906.01337.pdf Download (1MB) | Preview

Abstract

Shortly after it was first introduced in 2006, differential privacy became the flagship data privacy definition. Since then, numerous variants and extensions were proposed to adapt it to different scenarios and attacker models. In this work, we propose a systematic taxonomy of these variants and extensions. We list all data privacy definitions based on differential privacy, and partition them into seven categories, depending on which aspect of the original definition is modified.

Actions (login required)

Edit Item