Differentially private response mechanisms on categorical data

DOI10.1016/j.dam.2016.04.010zbMath1353.68071arXiv1505.07254OpenAlexW2964200040MaRDI QIDQ335336

Douglas J. Leith, Oliver Mason, Naoise Holohan

Publication date: 2 November 2016

Published in: Discrete Applied Mathematics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1505.07254

zbMATH Keywords

differential privacydata privacyoptimal mechanisms

Mathematics Subject Classification ID

Data encryption (aspects in computer science) (68P25) Authentication, digital signatures and secret sharing (94A62)

Uses Software

• RAPPOR

Cites Work

• Differential privacy in metric spaces: numerical, categorical and functional data under the one roof
• On the geometry of differential privacy
• Randomized Response: A Survey Technique for Eliminating Evasive Answer Bias
• Differentially private data analysis of social networks via restricted sensitivity
• Differential Privacy: A Survey of Results
• k-ANONYMITY: A MODEL FOR PROTECTING PRIVACY

This page was built for publication: Differentially private response mechanisms on categorical data