Collaborative Sampling for Partial Multi-Dimensional Value Collection Under Local Differential Privacy.
Qiuyu QianQingqing YeHaibo HuKai HuangTom Tak-Lam ChanJin LiPublished in: IEEE Trans. Inf. Forensics Secur. (2023)
Keyphrases
- multi dimensional
- differential privacy
- differentially private
- privacy preserving
- private data
- tabular data
- privacy preservation
- privacy preserving data mining algorithms
- privacy guarantees
- document collections
- anonymized data
- personal information
- data sharing
- databases
- data privacy
- random sampling
- data collection
- high dimensional