Efficient Password Guessing Based on a Password Segmentation Approach. - Gelei Deng; Xingjie Yu; Huaqun Guo (GLOBECOM, 2019)

Hardware Efficient Integer Discrete Cosine Transform for Efficient Image/Video Compression. - Jiajia Chen 002; ShuMin Liu; Gelei Deng; Susanto Rahardja (IEEE Access, 2019)

Area- and Power-Efficient Nearly-Linear Phase Response IIR Filter by Iterative Convex Optimization. - Gelei Deng; Jiajia Chen 002; Jiaxuan Zhang; Chip-Hong Chang (IEEE Access, 2019)

A fog computing based approach to DDoS mitigation in IIoT systems. - Luying Zhou; Huaqun Guo; Gelei Deng (Comput. Secur., 2019)

An Investigation of Byzantine Threats in Multi-Robot Systems. - Gelei Deng; Yuan Zhou 005; Yuan Xu; Tianwei Zhang 004; Yang Liu 003 (RAID, 2021)

The Threat of Offensive AI to Organizations. - Yisroel Mirsky; Ambra Demontis; Jaidip Kotak; Ram Shankar; Gelei Deng; Liu Yang 003; Xiangyu Zhang; Wenke Lee; Yuval Elovici; Battista Biggio (CoRR, 2021)

Novel denial-of-service attacks against cloud-based multi-robot systems. - Yuan Xu; Gelei Deng; Tianwei Zhang 004; Han Qiu 001; Yungang Bao (Inf. Sci., 2021)

On the (In)Security of Secure ROS2. - Gelei Deng; Guowen Xu; Yuan Zhou 005; Tianwei Zhang 004; Yang Liu 003 (CCS, 2022)

Morest: Model-based RESTful API Testing with Execution Feedback. - Yi Liu 069; Yuekang Li; Gelei Deng; Yang Liu 003; Ruiyuan Wan; Runchao Wu; Dandan Ji; Shiheng Xu; Minli Bao (ICSE, 2022)

SoK: Rethinking Sensor Spoofing Attacks against Robotic Vehicles from a Systematic View. - Yuan Xu; Xingshuo Han; Gelei Deng; Guanlin Li; Yang Liu 003; Jiwei Li 001; Tianwei Zhang 004 (CoRR, 2022)

SoK: Rethinking Sensor Spoofing Attacks against Robotic Vehicles from a Systematic View. - Yuan Xu; Xingshuo Han; Gelei Deng; Jiwei Li 001; Yang Liu 003; Tianwei Zhang 004 (EuroS&P, 2023)

ASTER: Automatic Speech Recognition System Accessibility Testing for Stutterers. - Yi Liu 069; Yuekang Li; Gelei Deng; Felix Juefei-Xu; Yao Du 002; Cen Zhang; Chengwei Liu; Yeting Li; Lei Ma 003; Yang Liu 003 (ASE, 2023)

NAUTILUS: Automated RESTful API Vulnerability Detection. - Gelei Deng; Zhiyi Zhang 005; Yuekang Li; Yi Liu 069; Tianwei Zhang 004; Yang Liu 003; Guo Yu; Dongjin Wang (USENIX Security Symposium, 2023)

The Threat of Offensive AI to Organizations. - Yisroel Mirsky; Ambra Demontis; Jaidip Kotak; Ram Shankar; Gelei Deng; Liu Yang 003; Xiangyu Zhang; Maura Pintor; Wenke Lee; Yuval Elovici; Battista Biggio (Comput. Secur., 2023)

Automatic Code Summarization via ChatGPT: How Far Are We? - Weisong Sun; Chunrong Fang; Yudu You; Yun Miao; Yi Liu 069; Yuekang Li; Gelei Deng; Shenghan Huang; Yuchen Chen; Quanjun Zhang; Hanwei Qian; Yang Liu 003; et al. (CoRR, 2023)

Jailbreaking ChatGPT via Prompt Engineering: An Empirical Study. - Yi Liu 069; Gelei Deng; Zhengzi Xu; Yuekang Li; Yaowen Zheng; Ying Zhang 066; Lida Zhao; Tianwei Zhang 004; Yang Liu 003 (CoRR, 2023)

Prompt Injection attack against LLM-integrated Applications. - Yi Liu 069; Gelei Deng; Yuekang Li; Kailong Wang 001; Tianwei Zhang 004; Yepang Liu 001; Haoyu Wang 001; Yan Zheng 002; Yang Liu 003 (CoRR, 2023)

Jailbreaker: Automated Jailbreak Across Multiple Large Language Model Chatbots. - Gelei Deng; Yi Liu 069; Yuekang Li; Kailong Wang 001; Ying Zhang 066; Zefeng Li; Haoyu Wang 001; Tianwei Zhang 004; Yang Liu 003 (CoRR, 2023)

ExploitFlow, cyber security exploitation routes for Game Theory and AI research in robotics. - Víctor Mayoral Vilches; Gelei Deng; Yi Liu 014; Martin Pinzger 001; Stefan Rass (CoRR, 2023)

PentestGPT: An LLM-empowered Automatic Penetration Testing Tool. - Gelei Deng; Yi Liu 069; Victor Mayoral Vilches; Peng Liu; Yuekang Li; Yuan Xu; Tianwei Zhang 004; Yang Liu 003; Martin Pinzger 001; Stefan Rass (CoRR, 2023)

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

VisionGuard: Secure and Robust Visual Perception of Autonomous Vehicles in Practice. - Xingshuo Han; Haozhao Wang; Kangqiao Zhao; Gelei Deng; Yuan Xu; Hangcheng Liu; Han Qiu 001; Tianwei Zhang 004 (CCS, 2024)

GenderCARE: A Comprehensive Framework for Assessing and Reducing Gender Bias in Large Language Models. - Kunsheng Tang; Wenbo Zhou; Jie Zhang 073; Aishan Liu; Gelei Deng; Shuai Li; Peigui Qi; Weiming Zhang 001; Tianwei Zhang 004; Nenghai Yu (CCS, 2024)

PhyScout: Detecting Sensor Spoofing Attacks via Spatio-temporal Consistency. - Yuan Xu; Gelei Deng; Xingshuo Han; Guanlin Li; Han Qiu 001; Tianwei Zhang 004 (CCS, 2024)

MeTMaP: Metamorphic Testing for Detecting False Vector Matching Problems in LLM Augmented Generation. - Guanyu Wang 005; Yuekang Li; Yi Liu 069; Gelei Deng; Tianlin Li; Guosheng Xu 001; Yang Liu 003; Haoyu Wang 001; Kailong Wang 001 (FORGE, 2024)

PonziGuard: Detecting Ponzi Schemes on Ethereum with Contract Runtime Behavior Graph (CRBG). - Ruichao Liang; Jing Chen 003; Kun He 008; Yueming Wu 001; Gelei Deng; Ruiying Du; Cong Wu 003 (ICSE, 2024)

Efficient Detection of Toxic Prompts in Large Language Models. - Yi Liu 069; Junzhe Yu; Huijia Sun; Ling Shi 002; Gelei Deng; Yuqi Chen 001; Yang Liu 003 (ASE, 2024)

MASTERKEY: Automated Jailbreaking of Large Language Model Chatbots. - Gelei Deng; Yi Liu 069; Yuekang Li; Kailong Wang 001; Ying Zhang 066; Zefeng Li; Haoyu Wang 001; Tianwei Zhang 004; Yang Liu 003 (NDSS, 2024)

A Hitchhiker's Guide to Jailbreaking ChatGPT via Prompt Engineering. - Yi Liu 069; Gelei Deng; Zhengzi Xu; Yuekang Li; Yaowen Zheng; Ying Zhang 066; Lida Zhao; Tianwei Zhang 004; Kailong Wang 001 (SEA4DQ@SIGSOFT FSE, 2024)

PentestGPT: Evaluating and Harnessing Large Language Models for Automated Penetration Testing. - Gelei Deng; Yi Liu 069; Víctor Mayoral Vilches; Peng Liu; Yuekang Li; Yuan Xu; Martin Pinzger 001; Stefan Rass; Tianwei Zhang 004; Yang Liu 003 (USENIX Security Symposium, 2024)

Digger: Detecting Copyright Content Mis-usage in Large Language Model Training. - Haodong Li; Gelei Deng; Yi Liu 069; Kailong Wang 001; Yuekang Li; Tianwei Zhang 004; Yang Liu 003; Guoai Xu; Guosheng Xu 001; Haoyu Wang 001 (CoRR, 2024)

Pandora: Jailbreak GPTs by Retrieval Augmented Generation Poisoning. - Gelei Deng; Yi Liu 069; Kailong Wang 001; Yuekang Li; Tianwei Zhang 004; Yang Liu 003 (CoRR, 2024)

Groot: Adversarial Testing for Generative Text-to-Image Models with Tree-based Semantic Transformation. - Yi Liu 069; Guowei Yang; Gelei Deng; Feiyue Chen; Yuqi Chen 001; Ling Shi 002; Tianwei Zhang 004; Yang Liu 003 (CoRR, 2024)

LLM Jailbreak Attack versus Defense Techniques - A Comprehensive Study. - Zihao Xu; Yi Liu 014; Gelei Deng; Yuekang Li; Stjepan Picek (CoRR, 2024)

Oedipus: LLM-enchanced Reasoning CAPTCHA Solver. - Gelei Deng; Haoran Ou; Yi Liu 069; Jie Zhang; Tianwei Zhang 004; Yang Liu 003 (CoRR, 2024)

Lockpicking LLMs: A Logit-Based Jailbreak Using Token-level Manipulation. - Yuxi Li 010; Yi Liu 014; Yuekang Li; Ling Shi 002; Gelei Deng; Shengquan Chen; Kailong Wang 001 (CoRR, 2024)

Continuous Embedding Attacks via Clipped Inputs in Jailbreaking Large Language Models. - Zihao Xu; Yi Liu 069; Gelei Deng; Kailong Wang 001; Yuekang Li; Ling Shi 002; Stjepan Picek (CoRR, 2024)

SPOLRE: Semantic Preserving Object Layout Reconstruction for Image Captioning System Testing. - Yi Liu 069; Guanyu Wang 005; Xinyi Zheng; Gelei Deng; Kailong Wang 001; Yang Liu 003; Haoyu Wang 001 (CoRR, 2024)

Image-Based Geolocation Using Large Vision-Language Models. - Yi Liu 069; Junchen Ding; Gelei Deng; Yuekang Li; Tianwei Zhang 004; Weisong Sun; Yaowen Zheng; Jingquan Ge; Yang Liu 003 (CoRR, 2024)

Safe + Safe = Unsafe? Exploring How Safe Images Can Be Exploited to Jailbreak Large Vision-Language Models. - Chenhang Cui; Gelei Deng; An Zhang 003; Jingnan Zheng; Yicong Li 004; Lianli Gao; Tianwei Zhang 004; Tat-Seng Chua (CoRR, 2024)

Glitch Tokens in Large Language Models: Categorization Taxonomy and Effective Detection. - Yuxi Li 010; Yi Liu 069; Gelei Deng; Ying Zhang 066; Wenjia Song; Ling Shi 002; Kailong Wang 001; Yuekang Li; Yang Liu 003; Haoyu Wang 001 (Proc. ACM Softw. Eng., 2024)

VerifyML: Obliviously Checking Model Fairness Resilient to Malicious Model Holder. - Guowen Xu; Xingshuo Han; Gelei Deng; Tianwei Zhang 004; Shengmin Xu; Jianting Ning; Anjia Yang; Hongwei Li 001 (IEEE Trans. Dependable Secur. Comput., 2024)

Distributed Motion Control for Multiple Mobile Robots Using Discrete-Event Systems and Model Predictive Control. - Yuan Zhou 005; Hesuan Hu; Gelei Deng; Kun Cheng; Shang-Wei Lin 001; Yang Liu 003; Zuohua Ding (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Maat: Analyzing and Optimizing Overcharge on Blockchain Storage. - Zheyuan He; Zihao Li 001; Ao Qiao; Jingwei Li 001; Feng Luo; Sen Yang; Gelei Deng; Shuwei Song; Xiaosong Zhang 001; Ting Chen 002; Xiapu Luo (FAST, 2025)

Fine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment. - Chenhang Cui; An Zhang 003; Yiyang Zhou; Zhaorun Chen; Gelei Deng; Huaxiu Yao; Tat-Seng Chua (ICLR, 2025)

Source Code Summarization in the Era of Large Language Models. - Weisong Sun; Yun Miao; Yuekang Li; Hongyu Zhang 002; Chunrong Fang; Yi Liu 069; Gelei Deng; Yang Liu 003; Zhenyu Chen 001 (ICSE, 2025)

A Rusty Link in the AI Supply Chain: Detecting Evil Configurations in Model Repositories. - Ziqi Ding; Qian Fu; Junchen Ding; Gelei Deng; Yi Liu 069; Yuekang Li (SP (Workshops), 2025)

Continuous Embedding Attacks via Clipped Inputs in Jailbreaking Large Language Models. - Zihao Xu; Yi Liu; Gelei Deng; Kailong Wang 001; Yuekang Li; Ling Shi 002; Stjepan Picek (SP (Workshops), 2025)

IllusionCAPTCHA: A CAPTCHA based on Visual Illusion. - Ziqi Ding; Gelei Deng; Yi Liu 069; Junchen Ding; Jieshan Chen; Yulei Sui; Yuekang Li (WWW, 2025)

Mission: Impossible - Image-Based Geolocation with Large Vision Language Models. - Yi Liu 069; Gelei Deng; Junchen Ding; Yuekang Li; Tianwei Zhang 004; Weisong Sun; Yaowen Zheng; Jingquan Ge (Proc. Priv. Enhancing Technol., 2025)

Indiana Jones: There Are Always Some Useful Ancient Relics. - Junchen Ding; Jiahao Zhang; Yi Liu; Ziqi Ding; Gelei Deng; Yuekang Li (CoRR, 2025)

Enhancing Model Defense Against Jailbreaks with Proactive Safety Reasoning. - Xianglin Yang; Gelei Deng; Jieming Shi 001; Tianwei Zhang 004; Jin Song Dong (CoRR, 2025)

Holmes: Automated Fact Check with Large Language Models. - Haoran Ou; Gelei Deng; Xingshuo Han; Jie Zhang 073; Xinlei He 001; Han Qiu 001; Shangwei Guo; Tianwei Zhang 004 (CoRR, 2025)

ai.txt: A Domain-Specific Language for Guiding AI Interactions with the Internet. - Yuekang Li; Wei Song; Bangshuo Zhu; Dong Gong; Yi Liu 069; Gelei Deng; Chunyang Chen 001; Lei Ma 003; Jun Sun 001; Toby Walsh; Jingling Xue (CoRR, 2025)

IRCopilot: Automated Incident Response with Large Language Models. - Xihuan Lin; Jie Zhang 073; Gelei Deng; Tianzhe Liu; Xiaolong Liu 001; Changcai Yang; Tianwei Zhang 004; Qing Guo 005; Riqing Chen (CoRR, 2025)

RSafe: Incentivizing proactive reasoning to build robust and adaptive LLM safeguards. - Jingnan Zheng; Xiangtian Ji; Yijun Lu; Chenhang Cui; Weixiang Zhao; Gelei Deng; Zhenkai Liang; An Zhang 003; Tat-Seng Chua (CoRR, 2025)

SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis. - Wang Lingxiang; Quanzhi Fu; Wenjia Song; Gelei Deng; Yi Liu; Dan Williams; Ying Zhang (CoRR, 2025)

When Audio and Text Disagree: Revealing Text Bias in Large Audio-Language Models. - Cheng Wang; Gelei Deng; Xianglin Yang; Han Qiu 001; Tianwei Zhang 004 (CoRR, 2025)