Do I Get the Privacy I Need? Benchmarking Utility in Differential Privacy Libraries.
Gonzalo Munilla GarridoJoseph NearAitsam MuhammadWarren HeRoman MatzuttFlorian MatthesPublished in: CoRR (2021)
Keyphrases
- differential privacy
- differentially private
- privacy preserving
- privacy guarantees
- private data
- multimedia
- privacy preservation
- privacy preserving data mining algorithms
- tabular data
- data sharing
- preserving privacy
- data privacy
- personal information
- individual privacy
- anonymized data
- digital libraries
- social network data
- privacy preserving data mining