@article{defensiverefusalbiashowsafetyalignmentfa,
  title = {Defensive Refusal Bias: How Safety Alignment Fails Cyber Defenders},
  author = {David Campbell and Neil Kale and Udari Madhushani Sehwag and Bert Herring and Nick Price and Dan Borges and Alex Levinson and Christina Q Knight},
  year = {2026},
  eprint = {2603.01246},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.01246},
}