Gelei Deng

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 41

Top Topics

Speech Recognition

Discrete Cosine Transform

Penetration Testing

Top Venues

USENIX Security Symposium

Publications

Gelei Deng, Yi Liu, Víctor Mayoral Vilches, Peng Liu, Yuekang Li, Yuan Xu, Martin Pinzger, Stefan Rass, Tianwei Zhang, Yang Liu
PentestGPT: Evaluating and Harnessing Large Language Models for Automated Penetration Testing. USENIX Security Symposium (2024)
Shenao Wang, Yuekang Li, Kailong Wang, Yi Liu, Chao Wang, Yanjie Zhao, Gelei Deng, Ling Shi, Hui Li, Yang Liu, Haoyu Wang
MiniScope: Automated UI Exploration and Privacy Inconsistency Detection of MiniApps via Two-phase Iterative Hybrid Analysis. CoRR (2024)
Ruichao Liang, Jing Chen, Kun He, Yueming Wu, Gelei Deng, Ruiying Du, Cong Wu
PonziGuard: Detecting Ponzi Schemes on Ethereum with Contract Runtime Behavior Graph (CRBG). ICSE (2024)
Yi Liu, Guanyu Wang, Xinyi Zheng, Gelei Deng, Kailong Wang, Yang Liu, Haoyu Wang
SPOLRE: Semantic Preserving Object Layout Reconstruction for Image Captioning System Testing. CoRR (2024)
Yuxi Li, Yi Liu, Gelei Deng, Ying Zhang, Wenjia Song, Ling Shi, Kailong Wang, Yuekang Li, Yang Liu, Haoyu Wang
Glitch Tokens in Large Language Models: Categorization Taxonomy and Effective Detection. CoRR (2024)
Yuxi Li, Yi Liu, Gelei Deng, Ying Zhang, Wenjia Song, Ling Shi, Kailong Wang, Yuekang Li, Yang Liu, Haoyu Wang
Glitch Tokens in Large Language Models: Categorization Taxonomy and Effective Detection. Proc. ACM Softw. Eng. 1 (FSE) (2024)
Zihao Xu, Yi Liu, Gelei Deng, Kailong Wang, Yuekang Li, Ling Shi, Stjepan Picek
Continuous Embedding Attacks via Clipped Inputs in Jailbreaking Large Language Models. CoRR (2024)
Gelei Deng, Haoran Ou, Yi Liu, Jie Zhang, Tianwei Zhang, Yang Liu
Oedipus: LLM-enchanced Reasoning CAPTCHA Solver. CoRR (2024)
Yi Liu, Guowei Yang, Gelei Deng, Feiyue Chen, Yuqi Chen, Ling Shi, Tianwei Zhang, Yang Liu
Groot: Adversarial Testing for Generative Text-to-Image Models with Tree-based Semantic Transformation. CoRR (2024)
Guowen Xu, Xingshuo Han, Gelei Deng, Tianwei Zhang, Shengmin Xu, Jianting Ning, Anjia Yang, Hongwei Li
VerifyML: Obliviously Checking Model Fairness Resilient to Malicious Model Holder. IEEE Trans. Dependable Secur. Comput. 21 (4) (2024)
Yuxi Li, Yi Liu, Yuekang Li, Ling Shi, Gelei Deng, Shengquan Chen, Kailong Wang
Lockpicking LLMs: A Logit-Based Jailbreak Using Token-level Manipulation. CoRR (2024)
Yi Liu, Gelei Deng, Zhengzi Xu, Yuekang Li, Yaowen Zheng, Ying Zhang, Lida Zhao, Tianwei Zhang, Kailong Wang
A Hitchhiker's Guide to Jailbreaking ChatGPT via Prompt Engineering. SEA4DQ@SIGSOFT FSE (2024)
Zihao Xu, Yi Liu, Gelei Deng, Yuekang Li, Stjepan Picek
A Comprehensive Study of Jailbreak Attack versus Defense for Large Language Models. ACL (Findings) (2024)
Haodong Li, Gelei Deng, Yi Liu, Kailong Wang, Yuekang Li, Tianwei Zhang, Yang Liu, Guoai Xu, Guosheng Xu, Haoyu Wang
Digger: Detecting Copyright Content Mis-usage in Large Language Model Training. CoRR (2024)
Zihao Xu, Yi Liu, Gelei Deng, Yuekang Li, Stjepan Picek
LLM Jailbreak Attack versus Defense Techniques - A Comprehensive Study. CoRR (2024)
Weisong Sun, Yun Miao, Yuekang Li, Hongyu Zhang, Chunrong Fang, Yi Liu, Gelei Deng, Yang Liu, Zhenyu Chen
Source Code Summarization in the Era of Large Language Models. CoRR (2024)
Guanyu Wang, Yuekang Li, Yi Liu, Gelei Deng, Tianlin Li, Guosheng Xu, Yang Liu, Haoyu Wang, Kailong Wang
MeTMaP: Metamorphic Testing for Detecting False Vector Matching Problems in LLM Augmented Generation. CoRR (2024)
Yuan Zhou, Hesuan Hu, Gelei Deng, Kun Cheng, Shang-Wei Lin, Yang Liu, Zuohua Ding
Distributed Motion Control for Multiple Mobile Robots Using Discrete-Event Systems and Model Predictive Control. IEEE Trans. Syst. Man Cybern. Syst. 54 (2) (2024)
Gelei Deng, Yi Liu, Kailong Wang, Yuekang Li, Tianwei Zhang, Yang Liu
Pandora: Jailbreak GPTs by Retrieval Augmented Generation Poisoning. CoRR (2024)
Guanyu Wang, Yuekang Li, Yi Liu, Gelei Deng, Tianlin Li, Guosheng Xu, Yang Liu, Haoyu Wang, Kailong Wang
MeTMaP: Metamorphic Testing for Detecting False Vector Matching Problems in LLM Augmented Generation. FORGE (2024)
Víctor Mayoral Vilches, Gelei Deng, Yi Liu, Martin Pinzger, Stefan Rass
ExploitFlow, cyber security exploitation routes for Game Theory and AI research in robotics. CoRR (2023)
Gelei Deng, Yi Liu, Victor Mayoral Vilches, Peng Liu, Yuekang Li, Yuan Xu, Tianwei Zhang, Yang Liu, Martin Pinzger, Stefan Rass
PentestGPT: An LLM-empowered Automatic Penetration Testing Tool. CoRR (2023)
Gelei Deng, Zhiyi Zhang, Yuekang Li, Yi Liu, Tianwei Zhang, Yang Liu, Guo Yu, Dongjin Wang
NAUTILUS: Automated RESTful API Vulnerability Detection. USENIX Security Symposium (2023)
Yi Liu, Gelei Deng, Zhengzi Xu, Yuekang Li, Yaowen Zheng, Ying Zhang, Lida Zhao, Tianwei Zhang, Yang Liu
Jailbreaking ChatGPT via Prompt Engineering: An Empirical Study. CoRR (2023)
Yi Liu, Gelei Deng, Yuekang Li, Kailong Wang, Tianwei Zhang, Yepang Liu, Haoyu Wang, Yan Zheng, Yang Liu
Prompt Injection attack against LLM-integrated Applications. CoRR (2023)
Gelei Deng, Yi Liu, Yuekang Li, Kailong Wang, Ying Zhang, Zefeng Li, Haoyu Wang, Tianwei Zhang, Yang Liu
Jailbreaker: Automated Jailbreak Across Multiple Large Language Model Chatbots. CoRR (2023)
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
Automatic Code Summarization via ChatGPT: How Far Are We? CoRR (2023)
Yuan Xu, Xingshuo Han, Gelei Deng, Jiwei Li, Yang Liu, Tianwei Zhang
SoK: Rethinking Sensor Spoofing Attacks against Robotic Vehicles from a Systematic View. EuroS&P (2023)
Yi Liu, Yuekang Li, Gelei Deng, Felix Juefei-Xu, Yao Du, Cen Zhang, Chengwei Liu, Yeting Li, Lei Ma, Yang Liu
ASTER: Automatic Speech Recognition System Accessibility Testing for Stutterers. ASE (2023)
Yi Liu, Yuekang Li, Gelei Deng, Felix Juefei-Xu, Yao Du, Cen Zhang, Chengwei Liu, Yeting Li, Lei Ma, Yang Liu
ASTER: Automatic Speech Recognition System Accessibility Testing for Stutterers. CoRR (2023)
Yi Liu, Yuekang Li, Gelei Deng, Yang Liu, Ruiyuan Wan, Runchao Wu, Dandan Ji, Shiheng Xu, Minli Bao
Morest: Model-based RESTful API Testing with Execution Feedback. CoRR (2022)
Yi Liu, Yuekang Li, Gelei Deng, Yang Liu, Ruiyuan Wan, Runchao Wu, Dandan Ji, Shiheng Xu, Minli Bao
Morest: Model-based RESTful API Testing with Execution Feedback. ICSE (2022)
Guowen Xu, Xingshuo Han, Gelei Deng, Tianwei Zhang, Shengmin Xu, Jianting Ning, Anjia Yang, Hongwei Li
VerifyML: Obliviously Checking Model Fairness Resilient to Malicious Model Holder. CoRR (2022)
Gelei Deng, Guowen Xu, Yuan Zhou, Tianwei Zhang, Yang Liu
On the (In)Security of Secure ROS2. CCS (2022)
Yuan Xu, Xingshuo Han, Gelei Deng, Guanlin Li, Yang Liu, Jiwei Li, Tianwei Zhang
SoK: Rethinking Sensor Spoofing Attacks against Robotic Vehicles from a Systematic View. CoRR (2022)
Yuan Xu, Gelei Deng, Tianwei Zhang, Han Qiu, Yungang Bao
Novel denial-of-service attacks against cloud-based multi-robot systems. Inf. Sci. 576 (2021)
Gelei Deng, Yuan Zhou, Yuan Xu, Tianwei Zhang, Yang Liu
An Investigation of Byzantine Threats in Multi-Robot Systems. RAID (2021)
Gelei Deng, Xingjie Yu, Huaqun Guo
Efficient Password Guessing Based on a Password Segmentation Approach. GLOBECOM (2019)
Gelei Deng, Jiajia Chen, Jiaxuan Zhang, Chip-Hong Chang
Area- and Power-Efficient Nearly-Linear Phase Response IIR Filter by Iterative Convex Optimization. IEEE Access 7 (2019)
Luying Zhou, Huaqun Guo, Gelei Deng
A fog computing based approach to DDoS mitigation in IIoT systems. Comput. Secur. 85 (2019)
Jiajia Chen, ShuMin Liu, Gelei Deng, Susanto Rahardja
Hardware Efficient Integer Discrete Cosine Transform for Efficient Image/Video Compression. IEEE Access 7 (2019)