A Hybrid CNN–BiGRU Deep Learning Model for DDoS Attack Detection in Cybersecurity
This study proposes a hybrid deep learning model that integrates Convolutional Neural Networks (CNN) and Bidirectional Gated Recurrent Units (BiGRU) for efficient DDoS attack detection and demonstrates that the hybrid CNN–BiGRU architecture effectively improves detection accuracy and provides a reliable approach for in...