Comprehensive Framework for Malware Detection: Leveraging Ensemble Methods, Feature Selection and Hyperparameter Optimization

Author:

Baghirov Elshan1

Affiliation:

1. Institute of Information Technology,Baku,Azerbaijan

Publisher

IEEE

Reference9 articles.

1. A system call-based android malware detection approach with homogeneous & heterogeneous ensemble machine learning Computers & Security;parnika,2023

2. Android Malware Detection using Chi-Square Feature Selection and Ensemble Learning Method

3. LightGBM: a highly efficient gradient boosting decision tree;guolin;Proceedings of the 31st International Conference on Neural Information Processing Systems (NIPS'17),0

4. Malware Detection Using Multilevel Ensemble Supervised Learning

5. A Random Forest-Based Ensemble Technique for Malware Detection

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