Study on Machine Learning Techniques for Malware Classification and Detection.
Jaewoong MoonSubin KimJaeseung SongKyung-shin KimPublished in: KSII Trans. Internet Inf. Syst. (2021)
Keyphrases
- machine learning
- pattern recognition
- machine learning algorithms
- machine learning methods
- statistical analysis
- image classification
- training set
- feature vectors
- object detection
- automatic classification
- unsupervised learning
- feature extraction
- support vector machine svm
- detection method
- reverse engineering
- machine learning approaches
- malware detection
- false positives
- training samples
- classification accuracy
- feature space
- preprocessing
- decision trees