LLM

MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots
In this paper, we present Jailbreaker, a comprehensive framework that offers an in-depth understanding of jailbreak attacks and …
Gelei Deng, Yi Liu, Yuekang Li, Kailong Wang, Ying Zhang, Zefeng Li, Haoyu Wang, Tianwei Zhang, Yang Liu
PANDORA: Jailbreak GPTs by Retrieval Augmented Generation Poisoning
Large Language Models (LLMs) have gained immense popularity and are being increasingly applied in various domains. Consequently, …
Gelei Deng, Yi Liu, Kailong Wang, Yuekang Li, Tianwei Zhang, Yang Liu
PentestGPT: An LLM-empowered Automatic Penetration Testing Tool
Penetration testing, a crucial industrial practice for ensuring system security, has traditionally resisted automation due to the …
Gelei Deng, Yi Liu, Víctor Mayoral-Vilches, Peng Liu, Yuekang Li, Yuan Xu, Tianwei Zhang, Yang Liu, Martin Pinzger, Stefan Rass
PentestGPT
The first LLM-empowered automatic penetration testing tool, with 6k+ stars on GitHub and active community.
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PentestGPT
Jailbreaking chatgpt via prompt engineering: An empirical study
Large Language Models (LLMs), like ChatGPT, have demonstrated vast potential but also introduce challenges related to content …
Yi Liu, Gelei Deng, Zhengzi Xu, Yuekang Li, Yaowen Zheng, Ying Zhang, Lida Zhao, Tianwei Zhang, Yang Liu
Prompt Injection attack against LLM-integrated Applications
Large Language Models (LLMs), renowned for their superior proficiency in language comprehension and generation, stimulate a vibrant …
Yi Liu, Gelei Deng, Yuekang Li, Kailong Wang, Tianwei Zhang, Yepang Liiu, Haoyu Wang, Yan Zheng, Yang Liu