UnSplit: Data-Oblivious Model Inversion, Model Stealing, and Label Inference Attacks against Split Learning.
Ege ErdoganAlptekin KüpçüA. Ercüment ÇiçekPublished in: WPES@CCS (2022)
Keyphrases
- prior knowledge
- computational model
- reinforcement learning
- probabilistic model
- simulation data
- test data
- experimental data
- data analysis
- mathematical model
- data sets
- accurate models
- measured data
- learned models
- learning models
- conceptual model
- objective function
- database
- data mining
- data processing
- data collection
- probability distribution
- learning process
- statistical model
- knowledge discovery
- bayesian networks
- high level
- decision trees
- learning phase
- feature selection
- machine learning
- maximum likelihood
- image data