The proliferation of digital systems in the 4th Industrial Revolution has introduced unprecedented cybersecurity challenges. This paper explores the implementation of Generative AI (GEN AI) in the context of cybersecurity, highlighting their applications in data analysis procedures and automatic control systems. By integrating Machine Learning (ML) for real-time detection and GEN AI for simulating advanced attack scenarios, we can detect cyberattacks at an early stage and minimize the impact on the systems functioning.