Manipulating the Byzantine: Optimizing Model Poisoning Attacks and Defenses for Federated Learning.
Virat ShejwalkarAmir HoumansadrPublished in: NDSS (2021)
Keyphrases
- prior knowledge
- high level
- probabilistic model
- learning systems
- learning algorithm
- reinforcement learning
- learning models
- learning process
- computational model
- learning scheme
- probability distribution
- management system
- distributed systems
- parameter estimation
- learned models
- mathematical model
- supervised learning
- objective function
- similarity measure
- search engine