A new segment-level coherence probing method improves true-positive rate for harmful intent detection by 35.55% at 1% false-positive rate and maintains high AUROC on obfuscated attacks.
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Segment-Level Coherence for Robust Harmful Intent Probing in LLMs
A new segment-level coherence probing method improves true-positive rate for harmful intent detection by 35.55% at 1% false-positive rate and maintains high AUROC on obfuscated attacks.