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Intent-targeted tools reveal that LLMs often signal harmful intentions before executing risky actions, enabling real-time intervention strategies.
A content-agnostic leakage gauge can reliably detect context-leakage risks in LLMs, achieving near-perfect accuracy across diverse models and attack scenarios.