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

Chuqing Zhao, Haochen Yang

Large language models (LLMs) are increasingly applied in public health applications, yet their robustness to non-clinical user inputs remains underexplored. We propose a domain spe…