@misc{cybersoceval,
  title = {CyberSOCEval: Benchmarking LLMs Capabilities for Malware Analysis and Threat Intelligence Reasoning},
  url = {https://arxiv.org/html/2509.20166v1},
  author = {Lauren Deason and Adam Bali and Ciprian Bejean and Diana Bolocan and James Crnkovich and Ioana Croitoru and Krishna Durai and Chase Midler and Calin Miron and David Molnar and Brad Moon and Bruno Ostarcevic and Alberto Peltea and Matt Rosenberg and Catalin Sandu and Arthur Saputkin and Sagar Shah and Daniel Stan and Ernest Szocs and Shengye Wan and Spencer Whitman and Sven Krasser and Joshua Saxe},
  version = {arXiv:2509.20166v1},
  note = {arXiv:2509.20166v1}
}

@misc{cybersoceval-nuwa,
  title = {CyberSOCEval: Benchmarking LLMs Capabilities for Malware Analysis and Threat Intelligence Reasoning — NUWA research record},
  url = {https://whitzard.tech/nuwa/whitzard-index/work/cybersoceval/},
  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--cybersoceval.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--cybersoceval.json.}
}