Gelei Deng - Nanyang Technological University

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个人简介

Gelei Deng received the bachelor’s degree in electrical engineering from the Singapore University of Technology and Design, Singapore, in 2018. He is currently pursuing the Ph.D. degree with Nanyang Technological University, Singapore. His research focuses on computer system security, robotic security, and security testing.

研究兴趣

论文共 37 篇作者统计合作学者相似作者

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Lockpicking LLMs: A Logit-Based Jailbreak Using Token-level Manipulation

Yuxi Li,Yi Liu,Yuekang Li,Ling Shi,Gelei Deng,Shengquan Chen,Kailong Wang

arXiv (Cornell University) (2024)

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GenderCARE: A Comprehensive Framework for Assessing and Reducing Gender Bias in Large Language Models

Kunsheng Tang,Wenbo Zhou,Jie Zhang,Aishan Liu,Gelei Deng,Shuai Li, Peigui Qi,Weiming Zhang,Tianwei Zhang,Nenghai Yu

CoRR (2024)

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Efficient Detection of Toxic Prompts in Large Language Models

Yi Liu, Junzhe Yu, Huijia Sun,Ling Shi,Gelei Deng,Yuqi Chen,Yang Liu

ASE '24 Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineeringpp.455-467, (2024)

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MeTMaP: Metamorphic Testing for Detecting False Vector Matching Problems in LLM Augmented Generation

Guanyu Wang,Yuekang Li,Yi Liu,Gelei Deng,Tianlin Li,Guosheng Xu,Yang Liu,Haoyu Wang,Kailong Wang

PROCEEDINGS 2024 IEEE/ACM FIRST INTERNATIONAL CONFERENCE ON AI FOUNDATION MODELS AND SOFTWARE ENGINEERING, FORGE 2024pp.12-23, (2024)

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GeneRAG: Enhancing Large Language Models with Gene-Related Task by Retrieval-Augmented Generation

Xinyi Lin,Gelei Deng,Yuekang Li,Jingquan Ge,Joshua Wing Kei Ho,Yi Liu

biorxiv（2024）

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PentestGPT: Evaluating and Harnessing Large Language Models for Automated Penetration Testing

Gelei Deng,Yi Liu,Víctor Mayoral Vilches,Peng Liu,Yuekang Li,Yuan Xu,Martin Pinzger, Stefan Rass,Tianwei Zhang,Yang Liu

USENIX Security Symposium (2024)

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Glitch Tokens in Large Language Models: Categorization Taxonomy and Effective Detection

Yuxi Li,Yi Liu,Gelei Deng,Ying Zhang,Wenjia Song,Ling Shi,Kailong Wang,Yuekang Li,Yang Liu,Haoyu Wang

Proc ACM Softw Engno. FSE (2024): 2075-2097

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A Comprehensive Study of Jailbreak Attack Versus Defense for Large Language Models

Zihao Xu,Yi Liu,Gelei Deng,Yuekang Li,Stjepan Picek

Findings of the Association for Computational Linguistics ACL 2024pp.7432-7449, (2024)

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Image-Based Geolocation Using Large Vision-Language Models

Yi Liu, Junchen Ding,Gelei Deng, Yuekang Li,Tianwei Zhang,Weisong Sun,Yaowen Zheng,Jingquan Ge,Yang Liu

CoRR (2024)

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A Hitchhiker’s Guide to Jailbreaking ChatGPT Via Prompt Engineering

Yi Liu,Gelei Deng,Zhengzi Xu,Yuekang Li,Yaowen Zheng,Ying Zhang,Lida Zhao,Tianwei Zhang,Kailong Wang

SEA4DQ 2024 Proceedings of the 4th International Workshop on Software Engineering and AI for Data Quality in Cyber-Physical Systems/Internet of Thingspp.12-21, (2024)

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