Hardening Random Forest Cyber Detectors Against Adversarial Attacks.
Giovanni ApruzzeseMauro AndreoliniMichele ColajanniMirco MarchettiPublished in: IEEE Trans. Emerg. Top. Comput. Intell. (2020)
Keyphrases
- random forest
- random forests
- decision trees
- feature set
- object detection
- ensemble methods
- cyber security
- feature importance
- cyber attacks
- fold cross validation
- multi label
- rotation forest
- decision tree learning algorithms
- ensemble classifier
- ensemble learning
- base classifiers
- benchmark datasets
- high dimensional
- cost sensitive
- prior knowledge
- similarity measure
- image processing
- computer vision