Knowledge distillation-based privacy-preserving data analysis.
Dong HuangXiucai YeTetsuya SakuraiPublished in: RACS (2022)
Keyphrases
- privacy preserving
- data analysis
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- private information
- multi party
- sensitive information
- privacy issues
- data privacy
- private data
- knowledge discovery
- privacy concerns
- databases
- horizontally partitioned
- scalar product
- medical images
- personal data
- record linkage
- differential privacy
- sensitive data
- data transformation
- privacy protection
- privacy guarantees
- data perturbation
- raw data
- secure multiparty computation
- partitioned data
- data sets
- naive bayesian classification
- privacy sensitive