Exploring Representational Similarity Analysis to Protect Federated Learning from Data Poisoning.
Gengxiang ChenKai LiAhmed M. AbdelmoniemLinlin YouPublished in: WWW (Companion Volume) (2024)
Keyphrases
- data analysis
- data sets
- statistical analysis
- prior knowledge
- background knowledge
- correlation analysis
- empirical data
- learning models
- human experts
- learning systems
- data sources
- data collection
- database
- learning process
- learning algorithm
- missing data
- user defined
- synthetic data
- raw data
- input data
- image data
- knowledge discovery
- digital libraries
- high quality
- knowledge acquisition
- data mining techniques
- distributed systems
- spatial data
- data structure
- data quality
- training data
- decision trees
- distributed data
- metadata
- multiple representations