Information Flow Control in Machine Learning through Modular Model Architecture.
Trishita TiwariSuchin GururanganChuan GuoWeizhe HuaSanjay KariyappaUdit GuptaWenjie XiongKiwan MaengHsien-Hsin S. LeeG. Edward SuhPublished in: USENIX Security Symposium (2024)
Keyphrases
- machine learning
- formal model
- computational model
- probabilistic model
- experimental data
- learning models
- bayesian networks
- management system
- statistical model
- pattern recognition
- prior knowledge
- neural network model
- text classification
- mathematical model
- reference model
- probability distribution
- similarity measure
- computer vision
- artificial intelligence