Counter-GEO-Bench: Evaluating Defenses Against Information-Distorting Generative Engine Optimization
A defense benchmark that pairs 247 human-verified, quality-gated queries with information-preserving and information-distorting GEO rewrites, and evaluates defenses on attack success rate (ASR), false positive rate, and answer quality across three victim LLMs is presented.
Bing Zheng, Zong-Yao Zhao, Wenming Yang
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