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Reasoning Topology Matters: A Controlled Study of LLM-Based Cybersecurity Analysis

Zhou, Jiling et al.
arXiv (All) · Papers
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cryptography-and-security
Large Language Models (LLMs) are increasingly used in cybersecurity, where accurate analysis often requires multi-step and context-dependent reasoning over complex and heterogeneous data. However, existing prompting approaches typically focus on eliciting reasoning without explicitly considering how
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