Privacy-preserving data sharing via probabilistic modeling.
Joonas JälköEemil LagerspetzJari HaukkaSasu TarkomaAntti HonkelaSamuel KaskiPublished in: Patterns (2021)
Keyphrases
- probabilistic modeling
- data sharing
- privacy preserving
- data privacy
- private data
- probabilistic model
- data access
- vertically partitioned data
- privacy preservation
- data integration
- homomorphic encryption
- privacy protection
- privacy preserving data mining
- distributed data
- bayesian inference
- information sharing
- bayesian networks
- sensitive data
- peer to peer
- data providers
- sensitive information
- private information
- differential privacy
- secure multiparty computation
- personal data
- parameter learning
- privacy concerns
- data sets
- sql server
- management system
- data points
- data analysis
- decision trees