In the rapidly evolving landscape of cybersecurity, artificial intelligence (AI) has emerged as a transformative force, revolutionizing operational methodologies across various industries. This development is especially evident in the drone sector, where AI integration into unmanned aerial vehicles (UAVs) presents unprecedented opportunities alongside critical security challenges. As AI-enhanced drones are increasingly deployed across diverse sectors—from precision agriculture to military reconnaissance—their growing autonomy and intelligence introduce significant risks, making robust cybersecurity countermeasures essential.