On existence, uniqueness and scalability of adversarial robustness measures for AI classifiers.
Illia HorenkoPublished in: CoRR (2023)
Keyphrases
- artificial intelligence
- confusion matrices
- support vector
- diversity measures
- machine learning algorithms
- expert systems
- decision trees
- confusion matrix
- feature selection
- ensemble learning
- linear classifiers
- classification systems
- intelligent systems
- multi agent
- statistical tests
- supervised classification
- naive bayes
- feature set
- training set
- classifier combination
- ai systems
- multiple classifiers
- machine learning methods
- classification models
- training data
- classification algorithm
- knowledge representation
- case based reasoning
- computational intelligence
- machine learning
- fault tolerance
- knowledge base
- feature vectors
- individual classifiers
- ensemble classifier
- lecture notes in artificial intelligence
- sufficient conditions
- knowledge based systems
- data sets
- classification rate
- svm classifier