Not a Free Lunch, But a Cheap One: On Classifiers Performance on Anonymized Datasets.
Mina AlishahiNicola ZannonePublished in: DBSec (2021)
Keyphrases
- accurate classifiers
- training data
- associative classifiers
- decision trees
- benchmark datasets
- support vector
- training set
- linear svm
- training samples
- supervised classification
- privacy preserving
- feature selection
- linear classifiers
- test set
- naive bayes
- low cost
- classification systems
- test data
- training examples
- training dataset
- sampling methods
- privacy preservation
- multi class
- learning algorithm
- binary classification tasks