Comprehensive evaluation of Mal-API-2019 dataset by machine learning in malware detection.
Zhenglin LiHaibei ZhuHouze LiuJintong SongQishuo ChengPublished in: CoRR (2024)
Keyphrases
- comprehensive evaluation
- malware detection
- application programming interface
- machine learning
- malicious executables
- systematic evaluation
- api calls
- anomaly detection
- pattern recognition
- data mining
- machine learning methods
- decision trees
- feature selection
- knowledge discovery
- text mining
- text classification
- client server
- information systems
- learning algorithm
- active learning
- experimental evaluation
- software engineering
- supervised learning
- data analysis