SHAP Interpretations of Tree and Neural Network DNS Classifiers for Analyzing DGA Family Characteristics.
Nikos KostopoulosDimitris KalogerasDimitris PantazatosMaria GrammatikouVasilis MaglarisPublished in: IEEE Access (2023)
Keyphrases
- neural network
- decision trees
- training data
- feature set
- neural network model
- tree structure
- neural nets
- nearest neighbour
- special case
- feature selection
- decision tree classifiers
- naive bayes
- network model
- artificial neural networks
- support vector
- feed forward
- binary tree
- binary decision tree
- multi layer perceptron
- linear classifiers
- supervised classification
- load balancing
- test set
- back propagation
- training examples
- fuzzy logic
- b tree
- classification algorithm
- svm classifier
- class labels
- machine learning algorithms
- classification trees
- support vector machine
- neural network is trained
- feature extraction