Get your Foes Fooled: Proximal Gradient Split Learning for Defense against Model Inversion Attacks on IoMT data.
Sunder Ali KhowajaIk Hyun LeeKapal DevMuhammad Aslam JarwarNawab Muhammad Faseeh QureshiPublished in: CoRR (2022)
Keyphrases
- learning models
- prior knowledge
- data sets
- learning scheme
- experimental data
- learned models
- accurate models
- simulation data
- data points
- probabilistic model
- empirical data
- sensory data
- training data
- test data
- data processing
- computational model
- bayesian methods
- learning tasks
- probability distribution
- learning process
- measured data
- high level
- objective function
- input data
- statistical methods
- data mining
- reinforcement learning
- hidden variables
- data analysis
- database
- learning phase
- predictive model
- data quality
- network structure
- model selection
- online learning
- knowledge discovery
- data sources
- active learning