AI Application Security Controls

AI Application Security Controls are defensive mechanisms designed to protect the infrastructure, APIs, and application layers surrounding AI models. Since modern AI systems are embedded into applications, agents, and APIs, they inherit risks from both traditional web security and AI-specific vulnerabilities such as prompt injection, model abuse, and data leakage. These controls enforce authentication, authorization, monitoring, and guardrails to ensure secure AI system deployment.