Theme-Content Consistency: A Simple but Powerful Defense Against Prompt Injection
Prompt injection attacks on Large Language Models are often portrayed as sophisticated exploits requiring advanced techniques to defend against. But what if the entire category of attacks has a structural weakness that makes them trivial to detect? The Core Insight I propose the Theme-Content Consistency Protocol (TCCP), which evaluates user...
Dec 15, 2025-1