Dissecting Membership Inference Risk in Machine Learning.
Navoda SenavirathneVicenç TorraPublished in: CSS (2021)
Keyphrases
- machine learning
- pattern recognition
- learning algorithm
- data mining
- risk factors
- decision trees
- machine learning algorithms
- risk management
- inductive logic programming
- information extraction
- active learning
- decision making
- risk measures
- inference process
- supervised learning
- text mining
- statistical inference
- computer vision
- learning problems
- inductive learning
- minimum risk
- high risk
- inference engine
- bayesian inference
- probabilistic inference
- belief networks
- learning tasks
- statistical methods
- computational intelligence
- natural language processing
- knowledge base
- bayesian networks
- feature selection
- data sets
- semi supervised learning
- decision theoretic
- explanation based learning
- bayesian model
- expert systems