Broadening the Scope of Differential Privacy Using Metrics
Broadening the Scope of Differential Privacy Using Metrics
K. Chatzikokolakis,Miguel E. Andrés,N. E. Bordenabe,C. Palamidessi
2013 · DOI: 10.1007/978-3-642-39077-7_5
International Symposium on Privacy Enhancing Technologies · 442 Citations
TLDR
Differential Privacy is one of the most prominent frameworks used to deal with disclosure prevention in statistical databases, ensuring that sensitive information relative to individuals cannot be easily inferred by disclosing answers to aggregate queries.