Synthetic Dataset Generation for Privacy-Preserving Machine Learning.
Efstathia SoufleriGobinda SahaKaushik RoyPublished in: CoRR (2022)
Keyphrases
- privacy preserving
- synthetic datasets
- machine learning
- privacy preservation
- privacy preserving data mining
- real life
- vertically partitioned data
- data privacy
- experimental study
- synthetic data
- sensitive information
- record linkage
- privacy concerns
- pattern recognition
- multi party
- privacy preserving association rule mining
- horizontally partitioned data
- private information
- private data
- preserving privacy
- real world
- data mining
- privacy sensitive
- sensitive data
- differential privacy
- decision trees
- privacy protection
- data perturbation
- privacy preserving classification
- partitioned data
- naive bayesian classification
- data analysis
- privacy issues
- data security
- privacy requirements
- feature selection
- secure multiparty computation
- horizontally partitioned