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: IEEE Trans. Netw. Sci. Eng. (2023)
Keyphrases
- prior knowledge
- experimental data
- data sets
- learning models
- learned models
- learning algorithm
- data structure
- data processing
- measured data
- empirical data
- learning process
- hidden variables
- knowledge discovery
- input data
- background knowledge
- learning scheme
- network structure
- accurate models
- computational model
- computer systems
- probability distribution
- database
- high level
- data collection
- online learning
- test data
- data points
- data analysis
- statistical methods
- training data
- learning phase
- objective function
- data sources
- learning tasks
- semi supervised
- intrusion detection
- labeled data
- model selection