Analysis of Malware behavior: Type classification using machine learning.
Radu S. PirscoveanuSteven S. HansenThor M. T. LarsenMatija StevanovicJens Myrup PedersenAlexandre CzechPublished in: CyberSA (2015)
Keyphrases
- machine learning
- pattern recognition
- data analysis
- statistical analysis
- support vector
- decision trees
- machine learning methods
- feature selection
- support vector machine
- data mining
- machine learning approaches
- automatic classification
- classification accuracy
- natural language processing
- static analysis
- supervised machine learning
- malicious code
- kernel methods
- machine learning algorithms
- text classification
- learning algorithm
- supervised learning
- knowledge discovery
- feature set
- training set
- reverse engineering
- artificial intelligence
- dynamic analysis
- predictive modeling
- web pages
- computer science
- supervised classification
- classification scheme
- inductive learning
- pattern classification
- active learning
- semi supervised
- unsupervised learning
- model selection