Matryoshka: Stealing Functionality of Private ML Data by Hiding Models in Model.
Xudong PanYifan YanShengyao ZhangMi ZhangMin YangPublished in: CoRR (2022)
Keyphrases
- experimental data
- accurate models
- probabilistic model
- probability distribution
- statistical methods
- models built
- prior knowledge
- predictive model
- learned models
- generic model
- learning models
- linear model
- computational model
- knowledge discovery
- explanatory variables
- data sets
- measured data
- process model
- data points
- high level
- analytical model
- multiple models
- hybrid model
- subject specific
- classification models
- data collection
- statistical analysis
- statistical model
- mathematical model
- parameter estimation
- data quality
- computational models
- data sources
- statistical models
- image data
- input data
- hidden variables
- network structure
- discrete data
- simulation data
- empirical data
- data analysis
- bayesian networks
- em algorithm
- model selection
- modeling framework
- parametric models
- spatial data
- mathematical models
- prediction model
- linear regression
- neural network model