A survey on machine learning-based malware detection in executable files.
Jagsir SinghJaswinder SinghPublished in: J. Syst. Archit. (2021)
Keyphrases
- malware detection
- machine learning
- malicious executables
- anomaly detection
- api calls
- application programming interface
- learning algorithm
- databases
- machine learning methods
- machine learning algorithms
- decision trees
- data analysis
- pattern recognition
- computer vision
- object oriented
- file system
- formal specification
- reinforcement learning
- image segmentation
- data model
- active learning
- information extraction
- text mining
- text classification
- information systems
- file formats
- metadata