SGBoost: An Efficient and Privacy-Preserving Vertical Federated Tree Boosting Framework.
Jiaqi ZhaoHui ZhuWei XuFengwei WangRongxing LuHui LiPublished in: IEEE Trans. Inf. Forensics Secur. (2023)
Keyphrases
- privacy preserving
- boosting framework
- privacy preserving data mining
- privacy preservation
- loss function
- vertically partitioned data
- sensitive information
- data privacy
- multi party
- privacy concerns
- private information
- differential privacy
- index structure
- data sets
- medical image retrieval
- semi supervised learning
- query expansion