Model Poisoning Defense on Federated Learning: A Validation Based Approach.
Yuao WangTianqing ZhuWenhan ChangSheng ShenWei RenPublished in: NSS (2020)
Keyphrases
- prior knowledge
- learning scheme
- learning algorithm
- neural nets
- online learning
- automatically learned
- computational models
- probability distribution
- cost function
- learning process
- digital libraries
- high level
- active learning
- management system
- supervised learning
- knowledge acquisition
- theoretical analysis
- learning systems
- experimental data
- learning problems
- bayesian networks
- social networks
- inductive inference
- model validation
- data sets