Catastrophic Data Leakage in Vertical Federated Learning.
Xiao JinPin-Yu ChenChia-Yi HsuChia-Mu YuTianyi ChenPublished in: NeurIPS (2021)
Keyphrases
- learning algorithm
- data sets
- high quality
- supervised learning
- data sources
- data processing
- image data
- end users
- data points
- data analysis
- synthetic data
- active learning
- data quality
- raw data
- spatial data
- unsupervised learning
- computer systems
- data collection
- online learning
- prior knowledge
- learned models
- training data
- inductive inference
- learning process
- human experts
- learning tasks
- experimental data
- knowledge discovery
- background knowledge
- high dimensional data
- statistical analysis
- small number
- data objects
- learning models
- reinforcement learning
- data mining techniques