@article{enhancingagentsafetyjudgmentcontrolledbe,
  title = {Enhancing Agent Safety Judgment: Controlled Benchmark Rewriting and Analogical Reasoning for Deceptive Out-of-Distribution Scenarios},
  author = {Zuoyu Zhang and Yancheng Zhu},
  year = {2026},
  eprint = {2605.03242},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.03242},
}