Support vector machines and malware detection.
Tanuvir SinghFabio Di TroiaCorrado Aaron VisaggioThomas H. AustinMark StampPublished in: J. Comput. Virol. Hacking Tech. (2016)
Keyphrases
- malware detection
- support vector
- learning machines
- large margin classifiers
- malicious executables
- anomaly detection
- kernel function
- application programming interface
- cross validation
- support vector machine
- classification accuracy
- svm classifier
- logistic regression
- information systems
- model selection
- pattern recognition
- generalization ability
- database applications
- feature selection
- learning algorithm