Malware classification based on extracted API sequences using static analysis.
Kazuki IwamotoKatsumi WasakiPublished in: AINTEC (2012)
Keyphrases
- static analysis
- source code
- dynamic analysis
- malicious code
- classification accuracy
- feature extraction
- symbolic execution
- java card
- test generation
- hidden markov models
- feature vectors
- training set
- feature space
- open source
- support vector
- database systems
- high level
- case study
- abstract interpretation
- databases
- api calls
- malware detection
- textural features
- data model
- decision trees
- feature selection