Efficient Differential Privacy Federated Learning Mechanism for Intelligent Selection of Optimal Privacy Protection Levels.
Mingyuan GaoFang ZuoGuanghui WangPublished in: WISA (2022)
Keyphrases
- learning mechanism
- privacy protection
- differential privacy
- privacy guarantees
- privacy preserving
- private data
- anonymized data
- privacy preservation
- individual privacy
- differentially private
- data sharing
- private information
- information loss
- learning rules
- data publishing
- data privacy
- sensitive information
- personal information
- data collection
- digital libraries
- learning algorithm
- machine learning
- neural network
- personal data
- statistical databases
- user behavior