LLM Agents Can Autonomously Exploit One-day Vulnerabilities

Richard Fang, Rohan Bindu, Akul Gupta, Daniel Kang

Abstract

Shows that LLM agents (GPT-4) can autonomously exploit real-world one-day vulnerabilities given CVE descriptions, achieving 87% success rate.

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@article{llmsec202500012,
  title = {LLM Agents Can Autonomously Exploit One-day Vulnerabilities},
  author = {Richard Fang and Rohan Bindu and Akul Gupta and Daniel Kang},
  year = {2024},
  journal = {arXiv preprint},
  url = {https://arxiv.org/abs/2404.08144},
}