Author

Haochen Yang

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Jul 2026

Evaluating LLM Robustness Under Domain-Specific Prompt Perturbations in Public Health Applications

A domain specific robustness benchmark is proposed that evaluates LLMs under two perturbation types that commonly arise when non-clinical users interact with health AI systems: misinformation framing (MF) and layperson rewriting (LR).

Chuqing Zhao, Haochen Yang · arXiv.org · 0 citations