Secure protocols are standardized methods and procedures designed to protect communication and data exchange within AI systems. They ensure confidentiality, integrity, and authentication by using encryption, secure key exchange, and validation mechanisms. These protocols prevent unauthorized access, data breaches, and tampering, thereby maintaining the trustworthiness and safety of AI infrastructure during information transfer.