Exploration and Exploitation in Federated Learning to Exclude Clients with Poisoned Data.
Shadha TabatabaiIhab MohammedBasheer QolomanyAbdullatif AlbasserKashif AhmadMohamed AbdallahAla I. Al-FuqahaPublished in: CoRR (2022)
Keyphrases
- data sets
- prior knowledge
- data analysis
- data processing
- learning process
- data distribution
- learning systems
- data collection
- reinforcement learning
- data sources
- high quality
- client server
- original data
- human experts
- sensor data
- synthetic data
- database
- data mining techniques
- image data
- learning algorithm
- background knowledge
- supervised learning
- spatial data
- end users
- raw data
- neural network
- data objects
- learned models
- central server