Exploration and Exploitation in Federated Learning to Exclude Clients with Poisoned Data.
Shadha TabatabaiIhab MohammedBasheer QolomanyAbdullatif AlbaseerKashif AhmadMohamed AbdallahAla I. Al-FuqahaPublished in: IWCMC (2022)
Keyphrases
- data sets
- data sources
- data processing
- database
- learning process
- image data
- background knowledge
- data analysis
- prior knowledge
- data structure
- distributed data
- data points
- sensor data
- data quality
- reinforcement learning
- raw data
- learning systems
- learning tasks
- spatial data
- computer systems
- data collection
- supervised learning
- learning models
- noisy data
- action selection
- human experts
- missing data
- knowledge acquisition
- online learning
- small number
- digital libraries
- data streams