Secure Hardware in AI Infrastructure refers to specialized hardware components engineered to ensure the confidentiality, integrity, and security of AI computations and data. These devices incorporate advanced security features, such as hardware encryption, tamper resistance, and secure enclaves, to protect sensitive AI models and information from cyber threats and unauthorized access, thereby enabling trusted AI deployment environments.