Making federated learning robust to adversarial attacks by learning data and model association.
Adnan QayyumMuhammad Umar JanjuaJunaid QadirPublished in: Comput. Secur. (2022)
Keyphrases
- prior knowledge
- data sources
- experimental data
- learning process
- learning scheme
- probabilistic model
- learning tasks
- learning algorithm
- data sets
- learning models
- probability distribution
- hidden variables
- database
- learning mechanism
- learning phase
- accurate models
- missing data
- computational model
- knowledge acquisition
- online learning
- input data
- knowledge discovery
- data structure
- data processing
- background knowledge
- data points
- reinforcement learning
- metadata
- data mining
- learned models
- neural network