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

Jiling Zhou, Aisvarya Adeseye, Antti Hakkala +2

Large Language Models (LLMs) are increasingly used in cybersecurity, where accurate analysis often requires multi-step and context-dependent reasoning over complex and heterogeneou…