SVM Training Phase Reduction Using Dataset Feature Filtering for Malware Detection.
Philip O'KaneSakir SezerKieran McLaughlinEul Gyu ImPublished in: IEEE Trans. Inf. Forensics Secur. (2013)
Keyphrases
- training phase
- malware detection
- classification algorithm
- malicious executables
- testing phase
- support vector
- training examples
- feature set
- feature vectors
- support vector machine svm
- support vector machine
- learning phase
- knn
- machine learning
- database
- anomaly detection
- feature selection
- object recognition
- application programming interface
- maximum likelihood
- feature space
- learning environment
- training data
- supervised training
- training set