A layered classification for malicious function identification and malware detection.
Ting LiuXiaohong GuanYu QuYanan SunPublished in: Concurr. Comput. Pract. Exp. (2012)
Keyphrases
- malware detection
- classification accuracy
- pattern recognition
- automatic classification
- support vector machine svm
- support vector
- classification algorithm
- training set
- machine learning
- decision trees
- support vector machine
- image classification
- classification method
- supervised learning
- malicious executables
- application programming interface
- intrusion detection
- unsupervised learning
- model selection
- feature vectors
- pairwise
- feature extraction
- feature selection