n-ML: Mitigating Adversarial Examples via Ensembles of Topologically Manipulated Classifiers.
Mahmood SharifLujo BauerMichael K. ReiterPublished in: CoRR (2019)
Keyphrases
- decision trees
- training examples
- ensemble learning
- classifier ensemble
- training data
- ensemble classifier
- support vector
- maximum likelihood
- linear classifiers
- ensemble methods
- training set
- feature ranking
- diversity measures
- training samples
- test set
- trained classifiers
- weighted voting
- multiple classifier systems
- combining classifiers
- learning algorithm
- learning models
- classification algorithm
- d objects
- combining multiple
- supervised classification
- classification systems
- binary classifiers
- classification models
- machine learning methods
- machine learning algorithms
- em algorithm
- data sets