Robust Federated Learning against both Data Heterogeneity and Poisoning Attack via Aggregation Optimization.
Yueqi XieWeizhong ZhangRenjie PiFangzhao WuQifeng ChenXing XieSunghun KimPublished in: CoRR (2022)
Keyphrases
- data sets
- prior knowledge
- data analysis
- data structure
- learning algorithm
- original data
- data sources
- data collection
- training data
- high quality
- synthetic data
- high dimensional data
- database
- noisy data
- distributed systems
- background knowledge
- hidden variables
- data mining techniques
- image data
- evolutionary algorithm
- learning process
- distributed data
- optimization problems
- data mining
- data quality
- metadata
- database systems
- raw data
- human experts
- learning tasks
- missing data
- learning systems
- active learning
- statistical analysis
- probability distribution
- data processing
- online learning