The Laplace Mechanism has optimal utility for differential privacy over continuous queries.
Natasha FernandesAnnabelle McIverCarroll MorganPublished in: LICS (2021)
Keyphrases
- differential privacy
- continuous queries
- privacy guarantees
- differentially private
- privacy preserving
- data streams
- query processing
- privacy preservation
- data sharing
- query optimization
- sliding window
- personal information
- data privacy
- efficient processing
- databases
- range queries
- web search
- query execution
- sql queries
- search logs
- data integration
- data structure
- data mining