As artificial intelligence (AI) permeates across diverse sectors, the requirement for securing the intelligent edge becomes paramount. This rapidly evolving landscape presents unprecedented challenges, as critical data is analyzed at the edge, amplifying the risk of compromises. To mitigate these th