Vulnerability assessment of machine learning based malware classification models.
Godwin RajuPavol ZavarskyAdetokunbo MakanjuYasir MalikPublished in: GECCO (Companion) (2019)
Keyphrases
- classification models
- machine learning
- decision trees
- feature selection
- learning models
- training data
- risk assessment
- software quality classification
- models built
- machine learning methods
- machine learning algorithms
- feature set
- reverse engineering
- data mining
- text classification
- attribute selection
- supervised learning
- pattern recognition
- feature ranking
- learning algorithm
- decision tree algorithm
- malware detection
- nearest neighbor
- feature subset
- active learning
- artificial neural networks
- learned models