More than Enough is Too Much: Adaptive Defenses against Gradient Leakage in Production Federated Learning.
Fei WangEthan HughBaochun LiPublished in: INFOCOM (2023)
Keyphrases
- learning process
- learning algorithm
- adaptive learning
- learning systems
- online learning
- machine learning systems
- learning tasks
- background knowledge
- reinforcement learning
- information systems
- supply chain
- knowledge acquisition
- unsupervised learning
- training data
- image processing
- learning analytics
- learning capabilities
- image gradient
- data sets