The Unintended Consequences of Overfitting: Training Data Inference Attacks.
Samuel YeomMatt FredriksonSomesh JhaPublished in: CoRR (2017)
Keyphrases
- training data
- decision trees
- generalization error
- unseen data
- data sets
- training set
- training examples
- test set
- test data
- supervised learning
- learning algorithm
- avoid overfitting
- classification accuracy
- prior knowledge
- domain knowledge
- training instances
- cross validation
- support vector machine
- class labels
- naive bayes
- model selection
- negative consequences
- training dataset
- labeled data
- database
- support vector
- real time