GNMS: A novel method for model stealing based on GAN.
Moxuan ZengYangzhong WangYangming ZhangJun NiuYuqing ZhangPublished in: CBD (2023)
Keyphrases
- mathematical model
- statistical model
- probabilistic model
- objective function
- cost function
- theoretical analysis
- linear model
- classification method
- energy function
- modeling method
- hybrid method
- evaluation method
- closed form
- test data
- detection method
- optimization model
- markov model
- significant improvement
- prediction model
- high order
- computational model
- evaluation model
- study proposes
- hybrid model
- network model
- prior information
- sensitivity analysis
- support vector machine
- parameter estimation
- input data
- parameter space
- segmentation method
- bp neural network
- em algorithm
- dynamic programming
- preprocessing
- regression analysis
- similarity measure
- optimization method
- reconstruction method
- tree structure
- parametric models
- classification algorithm
- monte carlo simulation
- feature set
- gaussian distribution
- recognition algorithm
- high accuracy
- linear regression
- bayesian framework