Malware Generation with Specific Behaviors to Improve Machine Learning-based Detection.
Michael R. SmithStephen J. VerziNicholas T. JohnsonXin ZhouKanad KhannaSophie QuynnRaga KrishnakumarPublished in: IEEE BigData (2021)
Keyphrases
- machine learning
- malware detection
- false alarms
- false positives
- learning algorithm
- data mining
- detection method
- object detection
- high level
- reinforcement learning
- reverse engineering
- automatic detection
- learning systems
- face detection
- feature selection
- semi supervised learning
- text classification
- higher level
- decision trees
- support vector machine
- computer vision
- machine learning methods
- active learning
- inductive learning
- pattern recognition
- social networks
- genetic algorithm