How Do Input Attributes Impact the Privacy Loss in Differential Privacy?
Tamara T. MuellerStefan KolekFriederike JungmannAlexander ZillerDmitrii UsyninMoritz KnolleDaniel RueckertGeorgios KaissisPublished in: CoRR (2022)
Keyphrases
- differential privacy
- differentially private
- privacy preserving
- private data
- privacy guarantees
- privacy preservation
- tabular data
- data sharing
- privacy preserving data mining algorithms
- personal information
- input data
- preserving privacy
- anonymized data
- data privacy
- individual privacy
- attribute values
- social network data
- language model
- information retrieval systems
- information retrieval