Title	Comparative Analysis of Machine Learning Techniques for IoT Anomaly Detection Using the NSL-KDD Dataset
Author	Zaryn Good, Waleed Farag, Xin-Wen Wu, Soundararajan Ezekiel, Maria Balega, Franklin May, and Alicia Deak
Citation	Vol. 23  No. 1  pp. 46-52
Keywords	Internet of Things (IoT), XGBoost, SVM, DCNN, NSL-KDD, Machine Learning, Anomaly Detection

Title	Enhancing E-commerce Security: A Comprehensive Approach to Real-Time Fraud Detection
Author	Sara Alqethami, Badriah Almutanni, Walla Aleidarousr
Citation	Vol. 24  No. 4  pp. 1-10
Keywords	Fraud detection, E-commerce, Real-time transactions XGBoost, Na?ve Bayes; Neural Network

Title	An Explainable AI-Based Hybrid Framework for Botnet-Driven DDoS Attack Detection Using SHAP and Ensemble Learning
Author	Prof. Ruksar Fatima
Citation	Vol. 26  No. 7  pp. 1-17
Keywords	Botnet; Distributed Denial-of-Service Attack; Explainable Artificial Intelligence; SHAP; Ensemble Learning; Intrusion Detection System; Network Security; XGBoost; Random Forest.

Title	A Hybrid Metaheuristic Framework for High-Dimensional Cyber-Infiltration Detection & Mitigation
Author	Nazar Faried Yousif Mohamed, Ashraf Gasim Elsid Abdalla, AbuBakr Obeid Mosa Mohammed, Hashim Elshafie, Rania Ali Elkhidir Ali, Hashim Albasheer, Omer Elsier Tayfour,
Citation	Vol. 26  No. 9  pp. 134-145
Keywords	Intrusion Detection System, Hybrid Wrapper (Bat?RF) AlgorithmEnsemble Learning, XGBoost, DDoS