A New Bound for Privacy Loss from Bayesian Posterior Sampling.

Xingyuan Zhao Fang Liu

Published in: CODASPY (2022)

Keyphrases

upper bound
information loss
privacy preserving
random sampling
personal information
lower bound
sample size
sampling algorithm
private information

privacy protection
privacy preserving data mining
location privacy
privacy aware
privacy preservation
database views
sensitive information
personal data
parameter space

security concerns
privacy requirements
sampling strategy
worst case
legal issues
preserving privacy
individual privacy
privacy enhancing

data publishing
regret bounds
private data
privacy issues
sampling methods
data privacy
privacy concerns
security issues