Open-source 7B LLMs frequently produce requested C vulnerabilities when explicitly prompted, but the reported rates exclude most model outputs and the claimed persona effects are inconsistent.
Codeattack: Code-based adversarial attacks for pre-trained programming language models,
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Explicit Vulnerability Generation with LLMs: An Investigation Beyond Adversarial Attacks
Open-source 7B LLMs frequently produce requested C vulnerabilities when explicitly prompted, but the reported rates exclude most model outputs and the claimed persona effects are inconsistent.