Privacy-Preserving and Robust Federated Deep Metric Learning.
Yulong TianXiaopeng KeZeyi TaoShaohua DingFengyuan XuQun LiHao HanSheng ZhongXinyi FuPublished in: IWQoS (2022)
Keyphrases
- privacy preserving
- metric learning
- privacy preserving data mining
- privacy preservation
- distance metric
- vertically partitioned data
- semi supervised
- multi party
- distance metric learning
- pairwise
- learning tasks
- multi task
- dimensionality reduction
- sensitive information
- sensitive data
- privacy protection
- data privacy
- feature space
- horizontally partitioned data
- scalar product
- privacy sensitive
- record linkage
- private information
- distance function
- privacy concerns
- machine learning
- differential privacy
- euclidean distance
- data sources