Enhancing Security in Federated Learning through Adaptive Consensus-Based Model Update Validation.
Zahir AlsulaimawiPublished in: CoRR (2024)
Keyphrases
- prior knowledge
- learning algorithm
- learning scheme
- experimental data
- mathematical model
- management system
- high level
- learning models
- decision theoretic
- learning systems
- computational model
- active learning
- probability distribution
- statistical model
- security issues
- statistical databases
- learned models
- security model
- adaptive learning
- probabilistic model
- wireless sensor networks
- learning process
- similarity measure
- knowledge base