Evaluating Deep-Search Agents under Hierarchical Web Evidence Poisoning
Search-augmented LLM agents are increasingly used for consumer decisions, making them vulnerable to Generative Engine Optimization (GEO) poisoning. Existing benchmarks largely measure whether manipulated content is retrieved or endorsed, but do not track whether an agent verifies suspicious evidence, revises adopted cl...
Zhong-An Bi, Qi-Wen Wang, Jian-Rong Jiang et al.
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