Privacy Loss Classes: The Central Limit Theorem in Differential Privacy.
David M. SommerSebastian MeiserEsfandiar MohammadiPublished in: Proc. Priv. Enhancing Technol. (2019)
Keyphrases
- differential privacy
- central limit theorem
- differentially private
- privacy preserving
- private data
- privacy guarantees
- tabular data
- privacy preserving data mining algorithms
- privacy preservation
- data sharing
- anonymized data
- individual privacy
- preserving privacy
- probability distribution
- personal information
- data privacy
- information loss
- privacy protection
- privacy preserving data mining
- social network data
- heavy traffic
- databases
- special case