Production of Categorical Data Verifying Differential Privacy: Conception and Applications to Machine Learning.
Héber Hwang ArcoleziPublished in: CoRR (2022)
Keyphrases
- categorical data
- differential privacy
- machine learning
- differentially private
- cluster analysis
- numerical data
- privacy preserving
- private data
- privacy guarantees
- attribute values
- data mining
- privacy preservation
- hierarchical latent class models
- pattern recognition
- active learning
- knowledge discovery
- data analysis
- decision trees
- learning algorithm
- data privacy
- database
- data sharing
- feature selection
- text mining
- search logs
- text classification
- information extraction
- bayesian networks
- training data
- feature extraction
- databases