Automatic malware classification and new malware detection using machine learning.
Liu LiuBaosheng WangBo YuQiuxi ZhongPublished in: Frontiers Inf. Technol. Electron. Eng. (2017)
Keyphrases
- malware detection
- machine learning
- pattern recognition
- malicious executables
- decision trees
- support vector machine
- machine learning methods
- text classification
- machine learning algorithms
- supervised machine learning
- supervised classification
- anomaly detection
- classification accuracy
- machine learning approaches
- reinforcement learning
- support vector
- learning algorithm
- active learning
- model selection
- application programming interface
- support vector machine svm
- feature selection
- supervised learning
- classification algorithm
- information extraction
- feature vectors
- data mining
- computer vision
- anti virus
- feature extraction