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Paper

Turning Bias into Bugs: Bandit-Guided Style Manipulation Attacks on LLM Judges

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AI summary

arXiv:2605. 26156v1 Announce Type: new Abstract: The known stylistic biases in LLM judges, such as a preference for verbosity or specific sentence structures, present an underexplored security vulnerability.