main.bib

@article{mozes2023use,
  title={Use of LLMs for Illicit Purposes: Threats, Prevention Measures, and Vulnerabilities},
  author={Mozes, Maximilian and He, Xuanli and Kleinberg, Bennett and Griffin, Lewis D},
  journal={arXiv preprint arXiv:2308.12833},
  year={2023}
}

@article{hendrycks2023overview,
  title={An Overview of Catastrophic AI Risks},
  author={Hendrycks, Dan and Mazeika, Mantas and Woodside, Thomas},
  journal={arXiv preprint arXiv:2306.12001},
  year={2023}
}

@article{glukhov2023llm,
  title={LLM Censorship: A Machine Learning Challenge or a Computer Security Problem?},
  author={Glukhov, David and Shumailov, Ilia and Gal, Yarin and Papernot, Nicolas and Papyan, Vardan},
  journal={arXiv preprint arXiv:2307.10719},
  year={2023}
}

@article{derner2023beyond,
  title={Beyond the Safeguards: Exploring the Security Risks of ChatGPT},
  author={Derner, Erik and Batisti{\v{c}}, Kristina},
  journal={arXiv preprint arXiv:2305.08005},
  year={2023}
}

@article{liu2023prompt,
  title={Prompt Injection attack against LLM-integrated Applications},
  author={Liu, Yi and Deng, Gelei and Li, Yuekang and Wang, Kailong and Zhang, Tianwei and Liu, Yepang and Wang, Haoyu and Zheng, Yan and Liu, Yang},
  journal={arXiv preprint arXiv:2306.05499},
  year={2023}
}

@article{barrett2023identifying,
  title={Identifying and Mitigating the Security Risks of Generative AI},
  author={Barrett, Clark and Boyd, Brad and Burzstein, Ellie and Carlini, Nicholas and Chen, Brad and Choi, Jihye and Chowdhury, Amrita Roy and Christodorescu, Mihai and Datta, Anupam and Feizi, Soheil and others},
  journal={arXiv preprint arXiv:2308.14840},
  year={2023}
}

@inproceedings{rando2023passgpt,
  title={{PassGPT: Password Modeling and (Guided) Generation with Large Language Models}},
  author={Rando, Javier and Perez-Cruz, Fernando and Hitaj, Briland},
  booktitle={28th European Symposium on Research in Computer Security (ESORICS 2023), The Hague, Netherlands, September 25--29, 2023, Proceedings},
  year={2023},
  organization={Springer}
}

@article{mcintosh2023harnessing,
  title={Harnessing GPT-4 for Generation of Cybersecurity GRC Policies: A Focus on Ransomware Attack Mitigation},
  author={McIntosh, Timothy and Liu, Tong and Susnjak, Teo and Alavizadeh, Hooman and Ng, Alex and Nowrozy, Raza and Watters, Paul},
  journal={Computers \& Security},
  pages={103424},
  year={2023},
  publisher={Elsevier}
}

@article{greshake2023not,
  title={Not what you've signed up for: Compromising Real-World LLM-Integrated Applications with Indirect Prompt Injection},
  author={Greshake, Kai and Abdelnabi, Sahar and Mishra, Shailesh and Endres, Christoph and Holz, Thorsten and Fritz, Mario},
  journal={arXiv preprint arXiv:2302.12173},
  year={2023}
}

@inproceedings{pearce2023examining,
  title={Examining zero-shot vulnerability repair with large language models},
  author={Pearce, Hammond and Tan, Benjamin and Ahmad, Baleegh and Karri, Ramesh and Dolan-Gavitt, Brendan},
  booktitle={2023 IEEE Symposium on Security and Privacy (SP)},
  pages={2339--2356},
  year={2023},
  organization={IEEE}
}

@article{pearce2022pop,
  title={Pop Quiz! Can a Large Language Model Help With Reverse Engineering?},
  author={Pearce, Hammond and Tan, Benjamin and Krishnamurthy, Prashanth and Khorrami, Farshad and Karri, Ramesh and Dolan-Gavitt, Brendan},
  journal={arXiv preprint arXiv:2202.01142},
  year={2022}
}

@inproceedings{carlini2021extracting,
  title={Extracting training data from large language models},
  author={Carlini, Nicholas and Tramer, Florian and Wallace, Eric and Jagielski, Matthew and Herbert-Voss, Ariel and Lee, Katherine and Roberts, Adam and Brown, Tom and Song, Dawn and Erlingsson, Ulfar and others},
  booktitle={30th USENIX Security Symposium (USENIX Security 21)},
  pages={2633--2650},
  year={2021}
}