Introduction The rapid advancement of artificial intelligence (AI) and machine learning (ML) has transformed the cybersecurity landscape. As AI-powered systems become increasingly prevalent, it’s becoming more challenging to distinguish between human and AI-generated activities. This raises critical questions about the future of cybersecurity and our ability to defend against emerging