CY0-001: CompTIA SecAI+

Prompt filtering is an input-side control that inspects requests before they reach the model. It can detect or normalize obfuscated input and block malicious or oversized payloads that would consume the context window and cause model denial of service. Microsoft’s Prompt Shields documentation identifies encoding attacks as adversarial input attacks and describes prompt shields as filters for generative-model inputs.