Automatic Malicious Code Classification System through Static Analysis Using Machine Learning.
Sungjoong KimSeongkyu YeomHaengrok OhDongil ShinDongkyoo ShinPublished in: Symmetry (2021)
Keyphrases
- static analysis
- malicious code
- machine learning
- dynamic analysis
- source code
- pattern recognition
- machine learning methods
- decision trees
- symbolic execution
- support vector machine
- feature selection
- machine learning algorithms
- supervised machine learning
- supervised learning
- abstract interpretation
- text classification
- support vector
- java card
- test generation
- regular expressions
- training set
- unsupervised learning
- malicious behavior
- feature space
- open source
- relational databases
- databases
- learning algorithm
- test suite
- reverse engineering
- information extraction
- semi automatic
- model selection