Privacy-preserving Heterogeneous Federated Transfer Learning.
Dashan GaoYang LiuAnbu HuangCe JuHan YuQiang YangPublished in: IEEE BigData (2019)
Keyphrases
- privacy preserving
- transfer learning
- learning tasks
- privacy preserving data mining
- vertically partitioned data
- reinforcement learning
- knowledge transfer
- privacy preservation
- active learning
- semi supervised learning
- labeled data
- machine learning
- multi party
- collaborative filtering
- private information
- cross domain
- domain adaptation
- data privacy
- horizontally partitioned data
- text classification
- sensitive information
- machine learning algorithms
- text categorization
- target domain
- distributed data
- privacy protection
- secure multiparty computation
- databases
- multi task
- privacy preserving association rule mining
- real world
- learning algorithm
- privacy issues
- privacy sensitive
- privacy concerns
- transfer knowledge
- similarity measure
- learning process