@article{alertzeroshotllmjailbreakdetectionviaint,
  title = {ALERT: Zero-shot LLM Jailbreak Detection via Internal Discrepancy Amplification},
  author = {Xiao Lin and Philip Li and Zhichen Zeng and Tingwei Li and Tianxin Wei and Xuying Ning and Gaotang Li and Yuzhong Chen and Hanghang Tong},
  year = {2026},
  eprint = {2601.03600},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.03600},
}