Strong cross-protocol agreement in LLM judges allows pointwise scores to be transformed into pairwise and listwise supervisions without additional victim queries

JUDGESTEALER exploits the strong cross-protocol agreement to acquire pointwise scores and transform them into pairwise and listwise supervisions without additional victim queries.

http://arxiv.org/abs/2608.26982v1