Breaking the Trilemma of Privacy, Utility, Efficiency via Controllable Machine Unlearning.
Zheyuan LiuGuangyao DouYijun TianChunhui ZhangEli ChienZiwei ZhuPublished in: CoRR (2023)
Keyphrases
- differential privacy
- privacy requirements
- privacy preserving
- data sets
- utility function
- private information
- security issues
- privacy preserving data mining
- computational complexity
- computational efficiency
- privacy preservation
- preserving privacy
- batch processing
- private data
- statistical databases
- high efficiency
- databases