Windows malware detection based on static analysis with multiple features.
Muhammad Irfan YousufIzza AnwerAyesha RiasatKhawaja Tahir ZiaSuhyun KimPublished in: PeerJ Comput. Sci. (2023)
Keyphrases
- multiple features
- api calls
- static analysis
- malware detection
- dynamic analysis
- data fusion
- source code
- anomaly detection
- feature space
- feature set
- incremental learning
- visual information
- relevance feedback
- metric learning
- java card
- application programming interface
- low level features
- multiple instance learning
- image retrieval
- database
- test suite
- feature vectors
- unsupervised learning
- data management
- combining multiple
- supervised learning
- databases