MTL-Leak: Privacy Risk Assessment in Multi-Task Learning.
Hongyang YanAnli YanLi HuJiaming LiangHaibo HuPublished in: IEEE Trans. Dependable Secur. Comput. (2024)
Keyphrases
- multi task learning
- risk assessment
- multi task
- risk management
- gaussian processes
- learning tasks
- multiple task learning
- multiple tasks
- privacy preserving
- network security
- learning problems
- decision making
- multitask learning
- theoretical analysis
- high order
- transfer learning
- information security
- dirichlet process
- learning models
- learning algorithm
- power plant
- inductive learning
- multi class
- gaussian process
- sensitive information
- data analysis
- decision trees