Gelei Deng

According to our database, Gelei Deng authored at least 81 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2026

SPOLRE: Semantic Preserving Object Layout Reconstruction for Image Captioning System Testing.

Yi Liu, Guanyu Wang, Xinyi Zheng, Gelei Deng, Kailong Wang, Yang Liu, Haoyu Wang

ACM Trans. Softw. Eng. Methodol., May, 2026

SNARE: Adaptive Scenario Synthesis for Eliciting Overeager Behavior in Coding Agents.

Yubin Qu, Yi Liu, Gelei Deng, Yanjun Zhang, Yuekang Li, Ying Zhang, Leo Yu Zhang

CoRR, May, 2026

MIRAGE: Context-Aware Prompt Injection against Mobile GUI Agents via User-Generated Content.

Ruoqi Guo, Yi Liu, Gelei Deng, Yiheng Xiong, Yuekang Li, Ying Zhang, Leo Yu Zhang, Lida Zhao, Ji Jie, Yuxiao Lu

CoRR, May, 2026

Turning Bias into Bugs: Bandit-Guided Style Manipulation Attacks on LLM Judges.

Xianglin Yang, Bryan Hooi, Gelei Deng, Tianwei Zhang, Jin Song Dong

CoRR, May, 2026

Overeager Coding Agents: Measuring Out-of-Scope Actions on Benign Tasks.

Yubin Qu, Ying Zhang, Yanjun Zhang, Gelei Deng, Yuekang Li, Leo Yu Zhang, Yi Liu

CoRR, May, 2026

Membership Inference Attacks Against Video Large Language Models.

Wei Song, Yuxin Cao, Ziqi Ding, Yi Liu, Gelei Deng, Yuekang Li

CoRR, April, 2026

Supply-Chain Poisoning Attacks Against LLM Coding Agent Skill Ecosystems.

Yubin Qu, Yi Liu, Tongcheng Geng, Gelei Deng, Yuekang Li, Leo Yu Zhang, Ying Zhang, Lei Ma

CoRR, April, 2026

Credential Leakage in LLM Agent Skills: A Large-Scale Empirical Study.

Zhihao Chen, Ying Zhang, Yi Liu, Gelei Deng, Yuekang Li, Yanjun Zhang, Jianting Ning, Leo Yu Zhang, Lei Ma, Zhiqiang Li

CoRR, April, 2026

AutoEG: Exploiting Known Third-Party Vulnerabilities in Black-Box Web Applications.

Ruozhao Yang, Mingfei Cheng, Gelei Deng, Junjie Wang, Tianwei Zhang, Xiaofei Xie

CoRR, April, 2026

Mind Your HEARTBEAT! Claw Background Execution Inherently Enables Silent Memory Pollution.

Yechao Zhang, Shiqian Zhao, Jie Zhang, Gelei Deng, Jiawen Zhang, Xiaogeng Liu, Chaowei Xiao, Tianwei Zhang

CoRR, March, 2026

"Are You Sure?": An Empirical Study of Human Perception Vulnerability in LLM-Driven Agentic Systems.

Xinfeng Li, Shenyu Dai, Kelong Zheng, Yue Xiao, Gelei Deng, Wei Dong, Xiaofeng Wang

CoRR, February, 2026

Do LLMs and VLMs Share Neurons for Inference? Evidence and Mechanisms of Cross-Modal Transfer.

Chenhang Cui, An Zhang, Yuxin Chen, Gelei Deng, Jingnan Zheng, Zhenkai Liang, Xiang Wang, Tat-Seng Chua

CoRR, February, 2026

What Makes a Good LLM Agent for Real-world Penetration Testing?

Gelei Deng, Yi Liu, Yuekang Li, Ruozhao Yang, Xiaofei Xie, Jie Zhang, Han Qiu, Tianwei Zhang

CoRR, February, 2026

Malicious Agent Skills in the Wild: A Large-Scale Security Empirical Study.

Yi Liu, Zhihao Chen, Yanjun Zhang, Gelei Deng, Yuekang Li, Jianting Ning, Leo Yu Zhang

CoRR, February, 2026

Risky-Bench: Probing Agentic Safety Risks under Real-World Deployment.

Jingnan Zheng, Yanzhen Luo, Jingjun Xu, Bingnan Liu, Yuxin Chen, Chenhang Cui, Gelei Deng, Chaochao Lu, Xiang Wang, An Zhang, Tat-Seng Chua

CoRR, February, 2026

DECEIVE-AFC: Adversarial Claim Attacks against Search-Enabled LLM-based Fact-Checking Systems.

Haoran Ou, Kangjie Chen, Gelei Deng, Hangcheng Liu, Jie Zhang, Tianwei Zhang, Kwok-Yan Lam

CoRR, February, 2026

Self-Guard: Defending Large Reasoning Models via enhanced self-reflection.

Jingnan Zheng, Jingjun Xu, Yanzhen Luo, Chenhang Cui, Gelei Deng, Zhenkai Liang, Xiang Wang, An Zhang, Tat-Seng Chua

CoRR, February, 2026

Agent Skills in the Wild: An Empirical Study of Security Vulnerabilities at Scale.

Yi Liu, Weizhe Wang, Ruitao Feng, Yao Zhang, Guangquan Xu, Gelei Deng, Yuekang Li, Leo Zhang

CoRR, January, 2026

Robust CAPTCHA Using Audio Illusions in the Era of Large Language Models: from Evaluation to Advances.

Ziqi Ding, Yunfeng Wan, Wei Song, Yi Liu, Gelei Deng, Nan Sun, Huadong Mo, Jingling Xue, Shidong Pan, Yuekang Li

CoRR, January, 2026

${\mathsf{KubeSec}} $KubeSec: Automatic Detection of Takeover Risks Introduced by Third-Party Apps in the Kubernetes Ecosystem.

Tao Zheng, Qiyu Hou, Hao Ren, Xingshu Chen, Gelei Deng, Tianwei Zhang, Guowen Xu, Hongwei Li

IEEE Trans. Dependable Secur. Comput., 2026

2025

PentestEval: Benchmarking LLM-based Penetration Testing with Modular and Stage-Level Design.

Ruozhao Yang, Mingfei Cheng, Gelei Deng, Tianwei Zhang, Junjie Wang, Xiaofei Xie

CoRR, December, 2025

CREST-Search: Comprehensive Red-teaming for Evaluating Safety Threats in Large Language Models Powered by Web Search.

Haoran Ou, Kangjie Chen, Xingshuo Han, Gelei Deng, Jie Zhang, Han Qiu, Tianwei Zhang

CoRR, October, 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, June, 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, Tat-Seng Chua

CoRR, June, 2025

IRCopilot: Automated Incident Response with Large Language Models.

Xihuan Lin, Jie Zhang, Gelei Deng, Tianzhe Liu, Xiaolong Liu, Changcai Yang, Tianwei Zhang, Qing Guo, Riqing Chen

CoRR, May, 2025

ai.txt: A Domain-Specific Language for Guiding AI Interactions with the Internet.

Yuekang Li, Wei Song, Bangshuo Zhu, Dong Gong, Yi Liu, Gelei Deng, Chunyang Chen, Lei Ma, Jun Sun, Toby Walsh, Jingling Xue

CoRR, May, 2025

Holmes: Automated Fact Check with Large Language Models.

Haoran Ou, Gelei Deng, Xingshuo Han, Jie Zhang, Xinlei He, Han Qiu, Shangwei Guo, Tianwei Zhang

CoRR, May, 2025

Enhancing Model Defense Against Jailbreaks with Proactive Safety Reasoning.

Xianglin Yang, Gelei Deng, Jieming Shi, Tianwei Zhang, Jin Song Dong

CoRR, January, 2025

Indiana Jones: There Are Always Some Useful Ancient Relics.

Junchen Ding, Jiahao Zhang, Yi Liu, Ziqi Ding, Gelei Deng, Yuekang Li

CoRR, January, 2025

Mission: Impossible - Image-Based Geolocation with Large Vision Language Models.

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

Proc. Priv. Enhancing Technol., 2025

IllusionCAPTCHA: A CAPTCHA based on Visual Illusion.

Ziqi Ding, Gelei Deng, Yi Liu, Junchen Ding, Jieshan Chen, Yulei Sui, Yuekang Li

Proceedings of the ACM on Web Conference 2025, 2025

Continuous Embedding Attacks via Clipped Inputs in Jailbreaking Large Language Models.

Zihao Xu, Yi Liu, Gelei Deng, Kailong Wang, Yuekang Li, Ling Shi, Stjepan Picek

Proceedings of the 2025 IEEE Security and Privacy, 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, Yuekang Li

Proceedings of the 2025 IEEE Security and Privacy, 2025

Safe + Safe = Unsafe? Exploring How Safe Images Can Be Exploited to Jailbreak Large Vision-Language Models.

Chenhang Cui, Gelei Deng, An Zhang, Jingnan Zheng, Yicong Li, Lianli Gao, Tianwei Zhang, Tat-Seng Chua

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Source Code Summarization in the Era of Large Language Models.

Weisong Sun, Yun Miao, Yuekang Li, Hongyu Zhang, Chunrong Fang, Yi Liu, Gelei Deng, Yang Liu, Zhenyu Chen

Proceedings of the 47th IEEE/ACM International Conference on Software Engineering, 2025

Detecting Perception-Based Attacks using Visual Odometry: Inconsistency Modeling and Checking on Robotic States.

Yuan Xu, Gelei Deng, Tianwei Zhang

Proceedings of the IEEE International Conference on Robotics and Automation, 2025

Fine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment.

Chenhang Cui, An Zhang, Yiyang Zhou, Zhaorun Chen, Gelei Deng, Huaxiu Yao, Tat-Seng Chua

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Maat: Analyzing and Optimizing Overcharge on Blockchain Storage.

Zheyuan He, Zihao Li, Ao Qiao, Jingwei Li, Feng Luo, Sen Yang, Gelei Deng, Shuwei Song, Xiaosong Zhang, Ting Chen, Xiapu Luo

Proceedings of the 23rd USENIX Conference on File and Storage Technologies, 2025

When Audio and Text Disagree: Revealing Text Bias in Large Audio-Language Models.

Cheng Wang, Gelei Deng, Xianglin Yang, Han Qiu, Tianwei Zhang

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

TombRaider: Entering the Vault of History to Jailbreak Large Language Models.

Junchen Ding, Jiahao Zhang, Yi Liu, Ziqi Ding, Gelei Deng, Yuekang Li

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Oedipus: LLM-enchanced Reasoning CAPTCHA Solver.

Gelei Deng, Haoran Ou, Yi Liu, Jie Zhang, Tianwei Zhang, Yang Liu

Proceedings of the 2025 ACM SIGSAC Conference on Computer and Communications Security, 2025

Controllable Spoofing Attacks on Visual SLAM in Robotic Vehicles.

Yuan Xu, Gelei Deng, Guanlin Li, Xingshuo Han, Shangwei Guo, Tianwei Zhang

Proceedings of the IEEE Annual Computer Security Applications Conference, 2025

2024

Distributed Motion Control for Multiple Mobile Robots Using Discrete-Event Systems and Model Predictive Control.

Yuan Zhou, Hesuan Hu, Gelei Deng, Kun Cheng, Shang-Wei Lin, Yang Liu, Zuohua Ding

IEEE Trans. Syst. Man Cybern. Syst., February, 2024

VerifyML: Obliviously Checking Model Fairness Resilient to Malicious Model Holder.

Guowen Xu, Xingshuo Han, Gelei Deng, Tianwei Zhang, Shengmin Xu, Jianting Ning, Anjia Yang, Hongwei Li

IEEE Trans. Dependable Secur. Comput., 2024

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. Eng., 2024

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

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

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

CoRR, 2024

LLM Jailbreak Attack versus Defense Techniques - A Comprehensive Study.

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

CoRR, 2024

Groot: Adversarial Testing for Generative Text-to-Image Models with Tree-based Semantic Transformation.

Yi Liu, Guowei Yang, Gelei Deng, Feiyue Chen, Yuqi Chen, Ling Shi, Tianwei Zhang, Yang Liu

CoRR, 2024

Pandora: Jailbreak GPTs by Retrieval Augmented Generation Poisoning.

Gelei Deng, Yi Liu, Kailong Wang, Yuekang Li, Tianwei Zhang, Yang Liu

CoRR, 2024

Digger: Detecting Copyright Content Mis-usage in Large Language Model Training.

Haodong Li, Gelei Deng, Yi Liu, Kailong Wang, Yuekang Li, Tianwei Zhang, Yang Liu, Guoai Xu, Guosheng Xu, Haoyu Wang

CoRR, 2024

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

Proceedings of the 33rd USENIX Security Symposium, 2024

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

Proceedings of the 4th International Workshop on Software Engineering and AI for Data Quality in Cyber-Physical Systems/Internet of Things, 2024

MASTERKEY: Automated Jailbreaking of Large Language Model Chatbots.

Gelei Deng, Yi Liu, Yuekang Li, Kailong Wang, Ying Zhang, Zefeng Li, Haoyu Wang, Tianwei Zhang, Yang Liu

Proceedings of the 31st Annual Network and Distributed System Security Symposium, 2024

Efficient Detection of Toxic Prompts in Large Language Models.

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

Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering, 2024

PonziGuard: Detecting Ponzi Schemes on Ethereum with Contract Runtime Behavior Graph (CRBG).

Ruichao Liang, Jing Chen, Kun He, Yueming Wu, Gelei Deng, Ruiying Du, Cong Wu

Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, 2024

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 of the 2024 IEEE/ACM First International Conference on AI Foundation Models and Software Engineering, 2024

PhyScout: Detecting Sensor Spoofing Attacks via Spatio-temporal Consistency.

Yuan Xu, Gelei Deng, Xingshuo Han, Guanlin Li, Han Qiu, Tianwei Zhang

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

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

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 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, Tianwei Zhang

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

A Comprehensive Study of Jailbreak Attack versus Defense for Large Language Models.

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

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

PentestGPT: An LLM-empowered Automatic Penetration Testing Tool.

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

CoRR, 2023

ExploitFlow, cyber security exploitation routes for Game Theory and AI research in robotics.

Víctor Mayoral Vilches, Gelei Deng, Yi Liu, Martin Pinzger, Stefan Rass

CoRR, 2023

Jailbreaker: Automated Jailbreak Across Multiple Large Language Model Chatbots.

Gelei Deng, Yi Liu, Yuekang Li, Kailong Wang, Ying Zhang, Zefeng Li, Haoyu Wang, Tianwei Zhang, Yang Liu

CoRR, 2023

Prompt Injection attack against LLM-integrated Applications.

Yi Liu, Gelei Deng, Yuekang Li, Kailong Wang, Tianwei Zhang, Yepang Liu, Haoyu Wang, Yan Zheng, Yang Liu

CoRR, 2023

Jailbreaking ChatGPT via Prompt Engineering: An Empirical Study.

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

CoRR, 2023

Automatic Code Summarization via ChatGPT: How Far Are We?

Weisong Sun, Chunrong Fang, Yudu You, Yun Miao, Yi Liu, Yuekang Li, Gelei Deng, Shenghan Huang, Yuchen Chen, Quanjun Zhang, Hanwei Qian, Yang Liu, Zhenyu Chen

CoRR, 2023

The Threat of Offensive AI to Organizations.

Yisroel Mirsky, Ambra Demontis, Jaidip Kotak, Ram Shankar, Gelei Deng, Liu Yang, Xiangyu Zhang, Maura Pintor, Wenke Lee, Yuval Elovici, Battista Biggio

Comput. Secur., 2023

NAUTILUS: Automated RESTful API Vulnerability Detection.

Gelei Deng, Zhiyi Zhang, Yuekang Li, Yi Liu, Tianwei Zhang, Yang Liu, Guo Yu, Dongjin Wang

Proceedings of the 32nd USENIX Security Symposium, 2023

ASTER: Automatic Speech Recognition System Accessibility Testing for Stutterers.

Yi Liu, Yuekang Li, Gelei Deng, Felix Juefei-Xu, Yao Du, Cen Zhang, Chengwei Liu, Yeting Li, Lei Ma, Yang Liu

Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

SoK: Rethinking Sensor Spoofing Attacks against Robotic Vehicles from a Systematic View.

Yuan Xu, Xingshuo Han, Gelei Deng, Jiwei Li, Yang Liu, Tianwei Zhang

Proceedings of the 8th IEEE European Symposium on Security and Privacy, 2023

2022

SoK: Rethinking Sensor Spoofing Attacks against Robotic Vehicles from a Systematic View.

Yuan Xu, Xingshuo Han, Gelei Deng, Guanlin Li, Yang Liu, Jiwei Li, Tianwei Zhang

CoRR, 2022

Morest: Model-based RESTful API Testing with Execution Feedback.

Yi Liu, Yuekang Li, Gelei Deng, Yang Liu, Ruiyuan Wan, Runchao Wu, Dandan Ji, Shiheng Xu, Minli Bao

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

On the (In)Security of Secure ROS2.

Gelei Deng, Guowen Xu, Yuan Zhou, Tianwei Zhang, Yang Liu

Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022

2021

Novel denial-of-service attacks against cloud-based multi-robot systems.

Yuan Xu, Gelei Deng, Tianwei Zhang, Han Qiu, Yungang Bao

Inf. Sci., 2021

The Threat of Offensive AI to Organizations.

Yisroel Mirsky, Ambra Demontis, Jaidip Kotak, Ram Shankar, Gelei Deng, Liu Yang, Xiangyu Zhang, Wenke Lee, Yuval Elovici, Battista Biggio

CoRR, 2021

An Investigation of Byzantine Threats in Multi-Robot Systems.

Gelei Deng, Yuan Zhou, Yuan Xu, Tianwei Zhang, Yang Liu

Proceedings of the RAID '21: 24th International Symposium on Research in Attacks, 2021

2019

A fog computing based approach to DDoS mitigation in IIoT systems.

Luying Zhou, Huaqun Guo, Gelei Deng

Comput. Secur., 2019

Area- and Power-Efficient Nearly-Linear Phase Response IIR Filter by Iterative Convex Optimization.

Gelei Deng, Jiajia Chen, Jiaxuan Zhang, Chip-Hong Chang

IEEE Access, 2019

Hardware Efficient Integer Discrete Cosine Transform for Efficient Image/Video Compression.

Jiajia Chen, ShuMin Liu, Gelei Deng, Susanto Rahardja

IEEE Access, 2019

Efficient Password Guessing Based on a Password Segmentation Approach.

Gelei Deng, Xingjie Yu, Huaqun Guo

Proceedings of the 2019 IEEE Global Communications Conference, 2019