ResSFL: A Resistance Transfer Framework for Defending Model Inversion Attack in Split Federated Learning.
Jingtao LiAdnan Siraj RakinXing ChenZhezhi HeDeliang FanChaitali ChakrabartiPublished in: CoRR (2022)
Keyphrases
- learning scheme
- theoretical framework
- probabilistic model
- computational model
- formal model
- dynamic bayesian networks
- prior knowledge
- unified model
- learning mechanism
- learning systems
- learning algorithm
- bayesian framework
- mathematical model
- management system
- decision theoretic
- conceptual framework
- theoretical foundation
- experimental data
- image reconstruction
- neural network
- similarity measure
- latent variable models
- statistical model
- mathematical framework
- learning phase
- learning frameworks
- context dependent
- process model
- parameter estimation
- unsupervised learning
- maximum likelihood
- distributed systems
- learning process
- machine learning