Fast Adversarial Robustness Certification of Nearest Prototype Classifiers for Arbitrary Seminorms.
Sascha SaralajewLars HoldijkThomas VillmannPublished in: NeurIPS (2020)
Keyphrases
- training data
- nearest neighbor
- naive bayes
- training set
- nearest neighbour
- supervised classification
- third party
- linear classifiers
- feature set
- decision trees
- feature selection
- support vector
- majority voting
- training samples
- test set
- class labels
- nearest neighbor algorithm
- individual classifiers
- manually labeled training data
- classification models
- svm classifier
- multi agent
- neural network
- roc curve
- machine learning methods
- feature extraction
- data sets