Towards a fair comparison and realistic evaluation framework of android malware detectors based on static analysis and machine learning.
Borja Molina-CoronadoUsue MoriAlexander MendiburuJosé Miguel-AlonsoPublished in: Comput. Secur. (2023)
Keyphrases
- static analysis
- evaluation framework
- machine learning
- dynamic analysis
- malicious code
- source code
- evaluation methodology
- evaluation process
- java card
- malware detection
- regular expressions
- decision trees
- evaluation measures
- data sets
- reverse engineering
- domain specific
- semantic annotation
- learning algorithm
- real world
- information extraction
- api calls
- database
- evaluation metrics
- benchmark datasets
- web search
- natural language processing
- supervised learning
- domain knowledge
- mobile devices
- artificial intelligence