Towards Hierarchical Cyber Defense with Large Language Models: From Planning to Execution

The research tested if frozen, zero-shot Large Language Models (LLMs) could control a cyber defense system across different network sizes without retraining. The study introduced a hierarchical framework separating strategic planning from tactical execution. Findings showed that while planning alone is limited, extending LLM control to tactical execution significantly improved performance across large networks.

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