Evading behavioral classifiers: a comprehensive analysis on evading ransomware detection techniques.
Fabio De GaspariDorjan HitajGiulio PagnottaLorenzo De CarliLuigi V. ManciniPublished in: Neural Comput. Appl. (2022)
Keyphrases
- comprehensive analysis
- automatic detection
- training data
- detection accuracy
- false positives
- decision trees
- training set
- object detection
- false alarms
- multiple classifiers
- detection algorithm
- detection method
- discriminative classifiers
- naive bayes
- anomaly detection
- support vector machine classifier
- adaboost classifier
- multimedia content analysis
- classification systems
- computer vision
- linear classifiers
- supervised classification
- roc curve
- classification models
- machine learning methods
- classification method
- test set
- feature set
- active learning