LATIDIA · Ciberseguridad

Informe técnico de XekRung

arXiv:2605.00072v2 Tipo de anuncio: reemplazar Resumen: Presentamos XekRung, un modelo de lenguaje grande de frontera para la ciberseguridad, diseñado para proporcionar capacidades de seguridad integrales. Para lograrlo, desarrollamos datos diversos

La noticia

arXiv:2605.00072v2 Announce Type: replace Abstract: We present XekRung, a frontier large language model for cybersecurity, designed to provide comprehensive security capabilities. To achieve this, we develop diverse data synthesis pipelines tailored to the cybersecurity domain, enabling the scalable construction of high-quality training data and providing a strong foundation for cybersecurity knowledge and understanding. Building on this foundation, we establish a complete training pipeline spanning continued pre-training (CPT), supervised fine-tuning (SFT), and reinforcement learning (RL) to further extend the model's capabilities. We further introduce a multi-dimensional evaluation system to guide the iterative improvement of both domain-specific and general-purpose abilities. Extensive experiments demonstrate that XekRung achieves state-of-the-art performance on cybersecurity-specific benchmarks among