Gelei Deng

Nanyang Technological University — Singapore

Computer Science · Physical Sciences

16h-index881citations67works7.72yr avg
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Research Topics

Topic Modeling(17), Adversarial Robustness in Machine Learning(14), Advanced Malware Detection Techniques(11), Natural Language Processing Techniques(10), Software Engineering Research(10)

Publications67 total

PentestEval: Benchmarking LLM-based Penetration Testing with Modular and Stage-Level Design
arXiv (Cornell University)·2025Open Access
<scp>Oedipus:</scp> LLM-enchanced Reasoning CAPTCHA Solver
2025Open Access
When Search Goes Wrong: Red-Teaming Web-Augmented Large Language Models
ArXiv.org·2025Open Access
Visible Yet Unreadable: A Systematic Blind Spot of Vision Language Models Across Writing Systems
arXiv (Cornell University)·2025Open Access
When Audio and Text Disagree: Revealing Text Bias in Large Audio-Language Models
arXiv (Cornell University)·2025Open Access
Mission: Impossible – Image-Based Geolocation with Large Vision Language Models
Proceedings on Privacy Enhancing Technologies·2025Open Access
SPOLRE: Semantic Preserving Object Layout Reconstruction for Image Captioning System Testing
ACM Transactions on Software Engineering and Methodology·2025
IRCopilot: Automated Incident Response with Large Language Models
arXiv (Cornell University)·2025Open Access
Detecting Perception-Based Attacks using Visual Odometry: Inconsistency Modeling and Checking on Robotic States
2025
Continuous Embedding Attacks via Clipped Inputs in Jailbreaking Large Language Models
2025Open Access
A Rusty Link in the AI Supply Chain: Detecting Evil Configurations in Model Repositories
2025
Beyond Retrieval: Improving Evidence Quality for LLM-based Multimodal Fact-Checking
arXiv (Cornell University)·2025Open Access
A Rusty Link in the AI Supply Chain: Detecting Evil Configurations in Model Repositories
arXiv (Cornell University)·2025Open Access
Source Code Summarization in the Era of Large Language Models
2025· 29 cited
IllusionCAPTCHA: A CAPTCHA based on Visual Illusion
2025· 1 citedOpen Access
IllusionCAPTCHA: A CAPTCHA based on Visual Illusion
arXiv (Cornell University)·2025Open Access
Enhancing Model Defense Against Jailbreaks with Proactive Safety Reasoning
arXiv (Cornell University)·2025Open Access
When Audio and Text Disagree: Revealing Text Bias in Large Audio-Language Models
2025Open Access
PhyScout: Detecting Sensor Spoofing Attacks via Spatio-temporal Consistency
2024· 2 citedOpen Access
VisionGuard: Secure and Robust Visual Perception of Autonomous Vehicles in Practice
2024· 3 citedOpen Access
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Frequent Co-authors

Yuekang Li(26), Yang Liu(20), Tianwei Zhang(17), Kailong Wang(14), Yi Liu(9), Yi Liu(5), Han Qiu(5), Xingshuo Han(5), Weisong Sun(4), Yaowen Zheng(3), Tianwei Zhang(3), Chunrong Fang(3), Zhenyu Chen(3), Guowen Xu(3), Yuan Zhou(3), Stjepan Picek(3), Ling Shi(3), Haoyu Wang(3), Yi Liu(3), Yuan Xu(3)