Publications

Yi Liu, Junzhe Yu, Huijia Sun, Ling Shi, Gelei Deng, Yuqi Chen, Yang Liu (2024). Efficient Detection of Toxic Prompts in Large Language Models. ASE 2024.

Xingshuo Han, Haozhao Wang, Kangqiao Zhao, Gelei Deng, Yuan Xu, Hangcheng Liu, Han Qiu, Tianwei Zhang (2024). VisionGuard: Secure and Robust Visual Perception of Autonomous Vehicles in Practice. CCS 2024.

Yuan Xu, Gelei Deng, Xingshuo Han, Guanlin Li, Han Qiu, Tianwei Zhang (2024). PhyScout: Detecting Sensor Spoofing Attacks via Spatio-temporal Consistency. CCS 2024.

Kunsheng Tang, Wenbo Zhou, Jie Zhang, Aishan Liu, Gelei Deng, Shuai Li, Peigui Qi, Weiming Zhang, Tianwei Zhang, Nenghai Yu (2024). GenderCARE: A Comprehensive Framework for Assessing and Reducing Gender Bias in Large Language Models. CCS 2024.

Gelei Deng, Yi Liu, Víctor Mayoral-Vilches, Peng Liu, Yuekang Li, Yuan Xu, Tianwei Zhang, Yang Liu, Martin Pinzger, Stefan Rass (2024). PentestGPT: Evaluating and Harnessing Large Language Models for Automated Penetration Testing. USENIX Security 2024.

Yuxi Li, Yi Liu, Gelei Deng, Ying Zhang, Wenyuan Song, Liming Shi, Kailong Wang, Yuekang Li, Yang Liu, Haoyu Wang (2024). Glitch Tokens in Large Language Models: Categorization Taxonomy and Effective Detection. FSE 2024.

Yi Liu, Gelei Deng, Zhengzi Xu, Yuekang Li, Yaowen Zheng, Ying Zhang, Lida Zhao, Tianwei Zhang, Kailong Wang (2024). A Hitchhiker's Guide to Jailbreaking ChatGPT via Prompt Engineering. SEA4DQ @ ICSE 2024.

Ruichao Liang, Jing Chen, Kun He, Yueming Wu, Gelei Deng, Rongxuan Du, Cong Wu (2024). PonziGuard: Detecting Ponzi Schemes on Ethereum with Contract Runtime Behavior Graph (CRBG). ICSE 2024.

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.