Defense Against Gradient Leakage Attacks via Learning to Obscure Data.
Yuxuan WanHan XuXiaorui LiuJie RenWenqi FanJiliang TangPublished in: CoRR (2022)
Keyphrases
- prior knowledge
- high quality
- data sets
- data processing
- original data
- knowledge acquisition
- data sources
- learning models
- synthetic data
- data collection
- learning algorithm
- online learning
- image data
- database
- knowledge discovery
- statistical analysis
- data points
- missing data
- raw data
- data quality
- input data
- computer systems
- background knowledge
- spatial data
- databases
- noisy data
- training data