Experimental Evaluation for Risk Assessment of Privacy Preserving Synthetic Data.
Koji ChidaSusumu KakutaHiroyuki ItakuraIchiro IshiharaKosuke YoshiokaHiroshi TakeuchiPublished in: MDAI (2024)
Keyphrases
- synthetic data
- privacy preserving
- risk assessment
- risk management
- network security
- privacy preservation
- privacy preserving data mining
- data sets
- decision making
- information security
- vertically partitioned data
- real world
- horizontally partitioned data
- multi party
- private data
- private information
- real image data
- sensitive information
- privacy protection
- privacy requirements
- data privacy
- management system
- power plant
- privacy guarantees
- privacy issues
- differential privacy
- sensitive data
- privacy concerns
- partitioned data
- software development
- computer systems
- medical images
- scalar product
- privacy sensitive
- power consumption