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Yunxiao Zhang

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#small language model Preprint Aug 2026

Structured but Fragile: On the Limits of LLMs in Cybersecurity Decision-Making

The findings show that LLMs can approximate structured cybersecurity reasoning under controlled representations, but do not apply it robustly, which has important implications for the design and evaluation of AI-assisted security decision-support systems.

P. Malacaria, Yunxiao Zhang · 0 citations