Cybersecurity has evolved from combating simple malware to defending against advanced persistent threats (APTs), ransomware, phishing schemes, and nation-state attacks. Modern cyber-attacks' sheer scale and complexity require speed and foresight—qualities that humans alone cannot achieve in a rapidly shifting digital environment. Moreover, the rise of the Internet of Things (IoT) and edge computing has expanded the attack surface to billions of connected devices, amplifying t