Haoran Ou

When Search Goes Wrong: Red-Teaming Web-Augmented Large Language Models

Large Language Models (LLMs) have been augmented with web search to overcome the limitations of the static knowledge boundary by accessing up-to-date information from the open Internet. While this integration enhances model capability, it also introduces a distinct safety threat surface: the retriev…