crossrefElectronics2026-04-28
Enhancing Intrusion Detection Systems Using Machine Learning and Advanced Feature Selection Methods
Ahmed Abu-Khadrah, Shaima AlKhudair, Mohammad R. Hassan, Ali Mohd Ali, Tareq A. Alawneh, Emad Alnawafa, et al.
Machine learning helps intrusion detection systems learn new assaults quickly. These systems train on a dataset with several threats and may identify odd behavior. This research detects intrusion using Random Forest, KNN, and Gaussian Naive Bayes. We run the model on a comprehens…