Detection and classification of malicious software utilizing Max-Flows between system-call groups.
Alvaro ChysiStavros D. NikolopoulosIosif PolenakisPublished in: J. Comput. Virol. Hacking Tech. (2023)
Keyphrases
- robust detection
- automatic classification
- pattern recognition
- classification accuracy
- false alarms
- image classification
- classification scheme
- software systems
- microcalcification clusters
- decision trees
- pattern classification
- automatic detection
- classification method
- false positives
- benchmark datasets
- software development
- support vector
- svm classifier
- supervised learning
- object detection
- support vector machine
- feature vectors
- feature extraction and classification
- support vector machine svm
- decision rules
- text classification
- classification models
- classification systems
- case study