Deploying intelligent systems at the edge presents a unprecedented set of concerns. These decentralized platforms operate with restricted resources and connectivity, making them exposed to a range of threats. From malicious access to data compromises, safeguarding edge AI deployments requires a comprehensive artificial intelligence security approac