llm-security · 23 min read
Why a Classifier Won't Save You From Prompt Injection
Four documented ways to evade Prompt Guard-style detectors, and two underlying results — a cryptographic impossibility barrier and a measured security-fidelity tradeoff — that explain why this isn't a problem you fix with more training data.
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