synple: A Platform for Privacy Preserving Synthetic Patient Data Generation.
Inês SilveiraLuís SilvaFrancisco VeladasRodrigo Duarte BragaHugo GamboaPublished in: DoCEIS (2024)
Keyphrases
- privacy preserving
- data generation
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- active learning
- data streams
- streaming data
- sensitive information
- horizontally partitioned data
- privacy protection
- multi party
- sensitive data
- privacy concerns
- private information
- data privacy
- data perturbation
- high throughput
- scalar product
- private data
- differential privacy
- medical data
- learning algorithm
- partitioned data
- privacy guarantees
- preserving privacy
- privacy preserving association rule mining
- co training