TransLinkGuard: Safeguarding Transformer Models Against Model Stealing in Edge Deployment.
Qinfeng LiZhiqiang ShenZhenghan QinYangfan XieXuhong ZhangTianyu DuJianwei YinPublished in: CoRR (2024)
Keyphrases
- probabilistic model
- hybrid model
- mathematical model
- analytical model
- classification models
- accurate models
- formal model
- statistical models
- statistical model
- computational model
- metamodel
- experimental data
- prior knowledge
- autoregressive
- model construction
- stochastic model
- learning models
- statistical methods
- parameter estimation
- probability distribution
- objective function
- learned models
- neural network
- models built
- linear model
- monte carlo simulation
- social networks
- genetic algorithm