The limits of pan privacy and shuffle privacy for learning and estimation.
Albert CheuJonathan R. UllmanPublished in: STOC (2021)
Keyphrases
- learning process
- security issues
- privacy preserving
- learning systems
- reinforcement learning
- social networks
- private data
- privacy preserving data mining
- personal information
- maximum likelihood
- neural network
- parameter estimation
- unsupervised learning
- information loss
- statistical databases
- online learning
- privacy protection
- e learning
- elementary school
- differential privacy
- privacy aware
- legal issues
- privacy requirements