Amplification by Shuffling: From Local to Central Differential Privacy via Anonymity.
Úlfar ErlingssonVitaly FeldmanIlya MironovAnanth RaghunathanKunal TalwarAbhradeep ThakurtaPublished in: CoRR (2018)
Keyphrases
- differential privacy
- differentially private
- individual privacy
- privacy preserving
- privacy preservation
- private data
- social network data
- tabular data
- privacy protection
- privacy guarantees
- data sharing
- data publishing
- privacy preserving data mining algorithms
- data privacy
- private information
- sensitive attributes
- personal information
- anonymized data
- privacy preserving data mining
- data collection