Brute Force Attack Detection in Network Traffic Using Convolutional Neural Networks
Bright G. Akwaronwu, Innocent U. Akwaronwu & Oluwabamise J. Adeniyi · Asian Journal of Research in Computer Science · 2025
Introduction: This study presents a deep learning-based approach for detecting brute force attacks in network traffic using a Convolutional Neural Network (CNN) model. Methodology: Flow-based data from the NF-UQ-NIDS dataset was preprocessed and balanced using the Downsampling an...
Open access
Research Article
10.9734/ajrcos/2025/v18i5662