DFedXGB: An XGB Vertical Federated Learning Framework with Data Desensitization.
Qing YangYouliang TianJinbo XiongPublished in: TrustCom (2023)
Keyphrases
- data sets
- distributed data
- prior knowledge
- data sources
- database
- high quality
- data analysis
- knowledge discovery
- learning algorithm
- reinforcement learning
- learning systems
- active learning
- data collection
- learning frameworks
- image data
- training data
- data mining techniques
- input data
- online learning
- bayesian methods
- learning scheme
- computer systems
- synthetic data
- data points
- data distribution
- learning models
- data structure
- machine learning
- noisy data
- learning problems
- learning tasks
- probabilistic model
- data processing
- end users
- probability distribution