Byzantine-Robust Federated Learning via Credibility Assessment on Non-IID Data.
Kun ZhaiQiang RenJunli WangChungang YanPublished in: CoRR (2021)
Keyphrases
- data sets
- data collection
- data sources
- high quality
- data quality
- learning process
- data analysis
- prior knowledge
- data distribution
- database
- synthetic data
- original data
- raw data
- experimental data
- hidden variables
- human experts
- background knowledge
- statistical analysis
- distributed data
- knowledge discovery
- data points
- active learning
- data structure
- online learning
- knowledge acquisition
- small number
- missing data
- end users
- sensor data
- probabilistic model
- high dimensional
- reinforcement learning
- training data
- feature selection
- learning algorithm