Safety Probe

An LLM safety defense technique that reads hidden-layer representation vectors from within the model and trains a lightweight linear classifier to detect malicious prompts. Operating independently of model outputs, it directly inspects internal representations to intercept prompt injection and similar attacks before the model generates any response.