A six-month ethnographic co-creation project in a real SOC demonstrates that practitioner involvement in LLM tool design can overcome typical adoption barriers in cybersecurity operations.
arXiv preprint arXiv:2402.16968 , year =
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XekRung achieves state-of-the-art performance on cybersecurity benchmarks among same-scale models via tailored data synthesis and multi-stage training while retaining strong general capabilities.
citing papers explorer
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A Sociotechnical, Practitioner-Centered Approach to Technology Adoption in Cybersecurity Operations: An LLM Case
A six-month ethnographic co-creation project in a real SOC demonstrates that practitioner involvement in LLM tool design can overcome typical adoption barriers in cybersecurity operations.
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XekRung Technical Report
XekRung achieves state-of-the-art performance on cybersecurity benchmarks among same-scale models via tailored data synthesis and multi-stage training while retaining strong general capabilities.