Evaluation of Machine Learning Algorithms for Malware Detection.
Muhammad Shoaib AkhtarTao FengPublished in: Sensors (2023)
Keyphrases
- machine learning algorithms
- malware detection
- benchmark data sets
- learning algorithm
- machine learning
- decision trees
- machine learning methods
- predictive accuracy
- learning problems
- machine learning approaches
- malicious executables
- input features
- anomaly detection
- learning tasks
- standard machine learning algorithms
- learning models
- random forests
- data mining
- statistical machine learning
- support vector machine
- machine learning models
- machine learning systems
- real world
- model selection
- supervised learning
- statistical learning
- active learning
- information systems
- application programming interface
- data sets