As smart factories become the cornerstone of modern manufacturing, integrating Industrial IoT (IIoT), AI-driven automation, and cloud platforms, cybersecurity has emerged as a non-negotiable priority. The convergence of operational technology (OT) and information technology (IT) creates unprecedented vulnerabilities, with cyberattacks on manufacturing now outpacing those on financial sectors.