#LLM Agents can Autonomously #Exploit One-day Vulnerabilities

Source: https://arxiv.org/abs/2404.08144

To show this, we collected a dataset of 15 one-day vulnerabilities that include ones categorized as critical severity in the #CVE description. When given the CVE description, GPT-4 is capable of exploiting 87% of these vulnerabilities compared to 0% for every other model we test (GPT-3.5, open-source LLMs) and open-source vulnerability scanners (ZAP and #Metasploit).

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LLM Agents can Autonomously Exploit One-day Vulnerabilities

LLMs have becoming increasingly powerful, both in their benign and malicious uses. With the increase in capabilities, researchers have been increasingly interested in their ability to exploit cybersecurity vulnerabilities.

^arXiv.org