From Capabilities to Performance: Evaluating Key Functional Properties of LLM Architectures in Penetration Testing

Lanxiao Huang, Daksh Dave, Tyler Cody +2

Large language models (LLMs) are increasingly used to automate or augment penetration testing, but their effectiveness and reliability across attack phases remain unclear. We prese…