In the rapidly evolving landscape of cybersecurity, established security measures are increasingly challenged by sophisticated threats. Neural networks, a type of machine intelligence, are emerging as a powerful tool to enhance digital defenses. By learning from vast datasets of digital traffic, neural networks can identify anomalies and probable t