Sidra Malik, and Areeba Amer. 2026. “ENSEMBLE MACHINE LEARNING: MULTI-CLASS NETWORK ATTACK CLASSIFICATION USING CIC-IDS DATASET WITH HYPER PARAMETER TUNING AND COMPARATIVE ANALYSIS”. Spectrum of Engineering Sciences 4 (6):4074-90. https://thesesjournal.com/index.php/1/article/view/3660.