Evaluating Context Segmentation in Locally Deployable SLMs for Cybersecurity CTF Tasks
This work introduces context segmentation, a two-level agentic framework that divides complex exploitation tasks into manageable, contextually isolated sub-problems and demonstrates that for the E4B model, the strategy acts as an intelligent search, achieving competitive rewards with superior token efficiency compared...
Sebastiano Nordio, Michele Lotto
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