Malicious Software Detection and Classification utilizing Temporal-Graphs of System-call Group Relations.
Anna MpantiStavros D. NikolopoulosIosif PolenakisPublished in: CoRR (2018)
Keyphrases
- temporal relations
- pattern recognition
- classification accuracy
- machine learning
- support vector machine
- detection method
- automatic classification
- feature space
- temporal constraints
- object detection
- detection algorithm
- software systems
- support vector
- classification models
- automatic detection
- software architecture
- temporal information
- classification scheme
- software development
- source code
- feature vectors
- feature extraction
- robust detection
- feature selection
- classification method
- classification algorithm
- class labels
- text classification
- spatio temporal
- directed graph
- detection rate
- graph matching
- support vector machine svm
- decision trees
- mammogram images