Beyond Model-Level Membership Privacy Leakage: an Adversarial Approach in Federated Learning.
Jiale ChenJiale ZhangYanchao ZhaoHao HanKun ZhuBing ChenPublished in: ICCCN (2020)
Keyphrases
- learning scheme
- high level
- mathematical model
- prior knowledge
- learning algorithm
- learning process
- neural network
- learning phase
- objective function
- probabilistic model
- management system
- unsupervised learning
- decision theoretic
- computational model
- statistical model
- learning tasks
- learning mechanism
- learned models
- formal model
- learning problems
- parameter estimation
- knowledge acquisition
- online learning
- mobile devices