Optimal data-independent noise for differential privacy

DOI10.1016/j.ins.2013.07.004zbMath1320.68065OpenAlexW2091913942MaRDI QIDQ497639

Josep Domingo-Ferrer, Jordi Soria-Comas

Publication date: 24 September 2015

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2013.07.004

zbMATH Keywords

differential privacydata privacystatistical disclosure controlnoise additionprivacy-preserving data mining

Mathematics Subject Classification ID

Database theory (68P15) Data encryption (aspects in computer science) (68P25) Coding and information theory (compaction, compression, models of communication, encoding schemes, etc.) (aspects in computer science) (68P30)

Related Items (2)

Enhancing social network privacy with accumulated non-zero prior knowledge ⋮ Ensuring privacy with constrained additive noise by minimizing Fisher information

Uses Software

• PrivateLR
• SuLQ

Cites Work

• Differential Privacy: A Survey of Results
• On the complexity of differentially private data release
• Advances in Cryptology – CRYPTO 2004
• Theory of Cryptography
• Differential Privacy
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