A workload-adaptive mechanism for linear queries under local differential privacy.
Ryan McKennaRaj Kumar MaityArya MazumdarGerome MiklauPublished in: CoRR (2020)
Keyphrases
- differentially private
- differential privacy
- privacy guarantees
- privacy preserving
- query processing
- private data
- search logs
- database
- data privacy
- databases
- query language
- web search engines
- query formulation
- privacy preservation
- privacy preserving data mining algorithms
- data sharing
- third party
- information retrieval systems
- probabilistic model