Towards an axiomatization of statistical privacy and utility.

Daniel Kifer Bing-Rong Lin

Published in: PODS (2010)

Keyphrases

differential privacy
privacy requirements
privacy preserving
private data
personal information
information theoretic
disclosure risk

privacy protection
private information
utility function
electronic commerce
data driven
confidence intervals
statistical approaches

expected utility
statistical databases
utility theory
database views
statistical inference
privacy preserving data mining

data sets
sensitive information
statistical methods
statistical models
website
neural network