On the Difficulty of Defending Self-Supervised Learning against Model Extraction.
Adam DziedzicNikita DhawanMuhammad Ahmad KaleemJonas GuanNicolas PapernotPublished in: CoRR (2022)
Keyphrases
- objective function
- prior knowledge
- learning scheme
- computational model
- management system
- artificial neural networks
- probability distribution
- probabilistic model
- structured prediction
- learning models
- formal model
- learning tasks
- multi agent
- learning algorithm
- high level
- cost function
- reinforcement learning
- machine learning
- feature selection
- neural nets
- bayesian networks
- experimental data
- mathematical model
- learning systems
- parameter estimation
- access control
- online learning
- supervised learning
- active learning