Publications

Gelei Deng, Yi Liu, Yuekang Li, Kailong Wang, Ying Zhang, Zefeng Li, Haoyu Wang, Tianwei Zhang, Yang Liu (2024). MASTERKEY: Automated Jailbreaking of Large Language Model Chatbots. NDSS 2024.

Zihao Xu, Yi Liu, Gelei Deng, Yuekang Li, Stjepan Picek (2024). A Comprehensive Study of Jailbreak Attack versus Defense for Large Language Models. arXiv 2024.

Gelei Deng, Yi Liu, Kailong Wang, Yuekang Li, Tianwei Zhang, Yang Liu (2024). PANDORA: Jailbreak GPTs by Retrieval Augmented Generation Poisoning. AISCC 2024.

Haodong Li, Gelei Deng, Yi Liu, Kailong Wang, Yuekang Li, Tianwei Zhang, Yang Liu, Guowen Xu, Guoai Xu, Haoyu Wang (2024). Digger: Detecting Copyright Content Mis-usage in Large Language Model Training. arXiv 2024.

Gelei Deng, Zhiyi Zhang, Yuekang Li, Yi Liu, Tianwei Zhang, Yang Liu, Guo Yu, Dongjin Wang (2023). NAUTILUS: Automated RESTful API Vulnerability Detection. USENIX Security 2023.

Yuan Xu, Xingshuo Han, Gelei Deng, Jiwei Li, Yang Liu, Tianwei Zhang (2023). SoK: Rethinking Sensor Spoofing Attacks against Robotic Vehicles from a Systematic View. EuroS&P 2023.

Yi Liu, Gelei Deng, Yuekang Li, Kailong Wang, Zihao Wang, Xiaofeng Wang, Tianwei Zhang, Yang Liu, Haoyu Wang (2023). Prompt Injection Attack against LLM-integrated Applications. arXiv 2023.

Yi Liu, Gelei Deng, Zhengzi Xu, Yuekang Li, Yaowen Zheng, Ying Zhang, Lida Zhao, Tianwei Zhang, Yang Liu (2023). Jailbreaking ChatGPT via Prompt Engineering: An Empirical Study. arXiv 2023.

Weisong Sun, Chunrong Fang, Yuchen You, Yiming Miao, Yi Liu, Yuekang Li, Gelei Deng, Sheng Huang, Yucen Chen (2023). Automatic Code Summarization via ChatGPT: How Far Are We?. arXiv 2023.

Yisroel Mirsky, Ambra Demontis, Jaidip Kotak, Ram Shankar, Gelei Deng, Liu Yang, Xiangyu Zhang, Maura Pintor, Wenke Lee, Yuval Elovici, Battista Biggio (2023). The Threat of Offensive AI to Organizations. Computers & Security 2023.