The realm of cybersecurity research is presently witnessing a rapid transformation, driven by increasingly advanced threat scenarios . Current analyses are heavily focused on artificial machine learning powered defense strategies, including the building of adaptive firewalls and behavioral detection tools. Furthermore, there's a growing emphasis in