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#small language model Open access Sep 2026

Pwnagent: a knowledge-guided multi-agent system for automatic exploit generation

Automatic Exploit Generation (AEG) plays an important role in proactive assessment of software threats by identifying vulnerabilities and constructing functional payloads. Existing Large Language Model (LLM)-based methods, however, often struggle to reason about complex exploit logic and to perform runtime introspectio...

Chao-Jie Wei, Yang-Yang Geng, Yun-Feng Wang et al. · 0 citations

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