Deploying intelligent systems at the edge presents a novel set of risks. These decentralized systems operate with constrained resources and infrastructure, making them vulnerable to a range of threats. From malicious access to data compromises, safeguarding edge AI deployments requires a multifaceted approach that encompasses secure hardware, cutti