Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting.
Samuel YeomIrene GiacomelliMatt FredriksonSomesh JhaPublished in: CSF (2018)
Keyphrases
- machine learning
- decision trees
- pattern recognition
- artificial intelligence
- machine learning methods
- cross validation
- learning tasks
- feature selection
- knowledge acquisition
- information extraction
- knowledge representation
- data mining
- machine learning algorithms
- support vector machine
- learning systems
- application of machine learning methods
- inductive learning
- computer vision
- reinforcement learning
- text classification
- natural language processing
- data analysis
- computer science
- model selection
- text mining
- hidden markov models
- learning algorithm
- real world
- generalization error
- machine learning approaches
- explanation based learning
- knowledge discovery in databases
- active learning