Refining malware detection with enhanced machine learning algorithms using hyperparameter tuning.
Walid El MouhtadiMohamed El BakkaliYassine MalehSoufyane MounirKarim OuazzanePublished in: Int. J. Crit. Comput. Based Syst. (2024)
Keyphrases
- machine learning algorithms
- malware detection
- malicious executables
- benchmark data sets
- learning algorithm
- machine learning
- learning problems
- decision trees
- predictive accuracy
- anomaly detection
- machine learning methods
- random forests
- learning tasks
- application programming interface
- gaussian processes
- machine learning systems
- input features
- standard machine learning algorithms
- machine learning approaches
- statistical machine learning
- machine learning models
- learning models
- model selection
- domain specific