Random Sampling Plus Fake Data: Multidimensional Frequency Estimates With Local Differential Privacy.
Héber Hwang ArcoleziJean-François CouchotBechara al BounaXiaokui XiaoPublished in: CoRR (2021)
Keyphrases
- random sampling
- differentially private
- data sets
- active learning
- data collection
- random sample
- training data
- data analysis
- data structure
- private data
- sample size
- data privacy
- data sources
- input data
- data distribution
- raw data
- original data
- personal information
- data points
- log data
- differential privacy
- training set
- data streams
- databases