Unsafe LLM-Based Search: Quantitative Analysis and Mitigation of Safety Risks in AI Web Search

Zeren Luo, Zifan Peng, Yule Liu, and Zhen Sun, The Hong Kong University of Science and Technology (Guangzhou); Mingchen Li, The Hong Kong University of Science and Technology (Guangzhou); University of North Texas; Jingyi Zheng and Xinlei He, The Hong Kong University of Science and Technology (Guangzhou)