LearnDefend: Learning to Defend against Targeted Model-Poisoning Attacks on Federated Learning.
Kiran PurohitSoumi DasSourangshu BhattacharyaSantu RanaPublished in: CoRR (2023)
Keyphrases
- computational model
- learning models
- learning systems
- active learning
- learning algorithm
- neural nets
- learning community
- learning process
- learning scheme
- online learning
- learning tasks
- knowledge acquisition
- learning mechanism
- bayesian networks
- similarity measure
- decision theoretic
- watermarking scheme
- learning phase
- data sets
- automatically learned
- learning analytics
- mobile learning
- mathematical model
- unsupervised learning
- learning activities
- em algorithm
- probabilistic model
- mobile devices
- search engine
- genetic algorithm