BITE applies LinUCB bandits to discover style edits that raise LLM judge scores by 1-2 points on a 9-point scale with >65% success while preserving meaning.
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Turning Bias into Bugs: Bandit-Guided Style Manipulation Attacks on LLM Judges
BITE applies LinUCB bandits to discover style edits that raise LLM judge scores by 1-2 points on a 9-point scale with >65% success while preserving meaning.