Can Open-Source LLM Agents Replace Static Application Security Testing Tools? An Empirical Assessment

Derek Yohn, Luke Flancher, Mirajul Islam, Khaled Slhoub

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arXiv:2606.11672v1 Announce Type: cross Abstract: This paper explores the value of agentic AI tools for cybersecurity purposes. We evaluate the efficacy of a general-purpose GenAI Large Language Model- (GenAI-) based agent when powered by three different Ollama-hosted general-purpose open source models. We assess each agent's performance using...

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