Towards a Resilient Machine Learning Classifier - a Case Study of Ransomware Detection.
Chih-Yuan YangRavi SahitaPublished in: CoRR (2020)
Keyphrases
- machine learning
- support vector machine
- feature selection
- learning algorithm
- false positives
- decision trees
- detection algorithm
- learning classifier systems
- inductive learning
- knowledge acquisition
- support vector
- training set
- case study
- detection rate
- test bed
- automatic detection
- classification process
- support vector machine classifier
- artificial intelligence
- feature space
- text mining
- detection method
- active learning
- feature set
- learning problems
- event detection
- classification method
- training examples
- kernel methods
- supervised learning
- classification algorithm
- false alarms
- text classification
- object detectors
- discriminative classifiers
- feature extraction and classification
- data mining