In the rapidly evolving landscape of cybersecurity, classic security measures are increasingly challenged by sophisticated attacks. Neural networks, a type of deep intelligence, are emerging as a powerful tool to enhance digital defenses. By learning from vast datasets of cybersecurity traffic, neural networks can recognize anomalies and potential