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Quang-Anh Nguyen

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#natural language process... Jun 2026

Can LLMs Reliably Self-Report Adversarial Prefills, and How?

Mechanisms underpinning the observed introspective signals in safety contexts are outlined and risks in the reliability of LLM self-reports are highlighted.

Quang-Anh Nguyen, Uzair Ahmed, Taegyoon Kim · arXiv.org · 0 citations