AIBearisharXiv – CS AI · May 47/10
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Exploring LLM biases to manipulate AI search overview
Researchers demonstrate that Large Language Models used in AI search overview systems are vulnerable to bias manipulation through reinforcement learning-optimized snippet rewriting. The study reveals that adversaries can exploit LLM biases to influence search result rankings and generate inaccurate or harmful information, posing significant security risks to AI-powered search applications.