The Laplace Mechanism has optimal utility for differential privacy over continuous queries.

Natasha Fernandes Annabelle McIver Carroll Morgan

Published in: CoRR (2021)

Keyphrases

differential privacy
continuous queries
differentially private
privacy guarantees
privacy preserving
data streams
privacy preservation
query optimization
data sharing
sliding window
personal information
databases
database
streaming data
data objects
query processing
data analysis
information retrieval