MalDC: Malicious Software Detection and Classification using Machine Learning.
Jaewoong MoonSubin KimJangyong ParkJieun LeeKyung-shin KimJaeseung SongPublished in: KSII Trans. Internet Inf. Syst. (2022)
Keyphrases
- machine learning
- machine learning methods
- pattern recognition
- decision trees
- supervised machine learning
- text classification
- feature selection
- machine learning algorithms
- support vector machine
- supervised learning
- supervised classification
- classification scheme
- detection method
- false positives
- classification method
- detection algorithm
- model selection
- classification accuracy
- false alarms
- automatic classification
- software architecture
- classification models
- feature extraction and classification
- robust detection
- microcalcification clusters
- support vector machine svm
- unsupervised learning
- data analysis
- support vector
- software systems
- training samples
- semi supervised learning
- text mining
- object detection
- active learning
- user interface
- computer vision
- artificial intelligence
- learning algorithm
- mammogram images
- data mining