Federated Learning: Balancing the Thin Line Between Data Intelligence and Privacy.
Sherin Mary MathewsSamuel A. AssefaPublished in: CoRR (2022)
Keyphrases
- data sets
- data sources
- prior knowledge
- data collection
- training data
- database
- learning process
- data structure
- sensitive information
- privacy issues
- learning algorithm
- learning models
- learning tasks
- missing data
- private information
- sensitive data
- data processing
- online learning
- data points
- artificial intelligence
- data privacy
- metadata
- information loss
- private data
- data quality
- raw data
- spatial data
- high dimensional data
- information processing
- intelligent systems
- data model
- data analysis