Industry 4.0, characterized by integrating advanced technologies such as the Internet of Things (IoT), artificial intelligence (AI), and big data analytics, is transforming the global industrial landscape. This hyper-connected environment offers unprecedented opportunities for efficiency, productivity, and innovation. However, it also introduces significant cybersecurity challenges that threaten the integrity, confidentiality,…