StableJudge: A Lightweight Adversarial Defense Framework for LLM-As-A-Judge

Large language models LLMs are increasingly used as judges to assign scalar scores that drive downstream decision-making, including tasks such as paper review and recommendation. However, LLM-as-a-Judge pipelines are vulnerable to score-hijacking prompt injection embedded in evaluated content,...