MPAF: Model Poisoning Attacks to Federated Learning based on Fake Clients.
Xiaoyu CaoNeil Zhenqiang GongPublished in: CoRR (2022)
Keyphrases
- statistical model
- learning mechanism
- mathematical model
- learning process
- prior knowledge
- probability distribution
- neural nets
- learning algorithm
- theoretical framework
- learning systems
- learned models
- learning phase
- countermeasures
- learning scheme
- formal model
- computational model
- em algorithm
- distributed systems
- management system
- state space
- active learning
- digital libraries
- similarity measure