Enhancing Network Threat Detection with Random Forest-Based NIDS and Permutation Feature Importance. - Mohammed Tarek Abdelaziz; Abdelrahman Radwan; Hesham Mamdouh; Adel Saeed Saad; Abdulrahman Salem Abuzaid; Ahmed Ayman AbdElhakeem; Salma Zakzouk; Kareem Moussa; M. Saeed Darweesh (J. Netw. Syst. Manag., 2025)