@misc{sec-bench,
  title = {SEC-bench: Automated Benchmarking of LLM Agents on Real-World Software Security Tasks},
  url = {https://arxiv.org/abs/2506.11791},
  author = {Hwiwon Lee and Ziqi Zhang and Hanxiao Lu and Lingming Zhang},
  year = {2025},
  date = {2025-06-13},
  version = {arXiv:2506.11791v2},
  note = {arXiv:2506.11791v2}
}

@misc{sec-bench-nuwa,
  title = {SEC-bench: Automated Benchmarking of LLM Agents on Real-World Software Security Tasks — NUWA research record},
  url = {https://whitzard.tech/en/nuwa/whitzard-index/work/sec-bench/},
  version = {2026-10-29.1},
  organization = {NUWA Frontier AI Safety Lab},
  howpublished = {Retained note edition: https://whitzard.tech/nuwa/whitzard-index/data/record-editions/2026-10-29.1--sec-bench.json},
  note = {NUWA research note. Source-reading scope and independent review status are stated on the record. Snapshot 2026-10-29.1. Retained note edition: https://whitzard.tech/nuwa/whitzard-index/data/record-editions/2026-10-29.1--sec-bench.json.}
}