Guangyu Shen - RankMe

59 papers A* 27A 2Journal 26Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Trojans in Artificial Intelligence (TrojAI) Final Report. CoRR Kristopher W. Reese, Taylor Kulp-McDowall, Michael Majurski, Timothy Blattner, Derek Juba, Peter Bajcsy, Antonio Cardone, Philippe Dessauw, Alden Dima, Anthony J. Kearsley, Melinda Kleczynski, Joel Vasanth, Walid Keyrouz, Chace Ashcraft, Neil Fendley, Ted Staley, Trevor Stout, Josh Carney, Greg Canal, William Redman, Aurora Schmidt, Cameron Hickert, William Paul, Jared Markowitz, Nathan Drenkow, David Shriver, Marissa Connor, Keltin Grimes, Marco Christiani, Hayden Moore, Jordan Widjaja, Kasimir Gabert, Uma Balakrishnan, Satyanadh Gundimada, John Jacobellis, Sandya Lakkur, Vitus Leung, Jon Roose, Casey Battaglino, Farinaz Koushanfar, Greg Fields, Xihe Gu, Yaman Jandali, Xinqiao Zhang, Tara Javidi, Akash Vartak, Tim Oates, Ben Erichson, Michael Mahoney, Rauf Izmailov, Xiangyu Zhang, Guangyu Shen, Siyuan Cheng, Shiqing Ma, Xiaofeng Wang, Haixu Tang, Di Tang, Xiaoyi Chen, Zihao Wang, Rui Zhu, Susmit Jha, Xiao Lin, Manoj Acharya, Weichao Zhou, Feisi Fu, Panagiota Kiourti, Chenyu Wang, Zijian Guo, H. M. Sabbir Ahmad, Wenchao Li, Chao Chen
2025	—	`conf`	A Systematic Threat Modeling of LLM Applications. SIGSOFT FSE Companion Guanhong Tao, Siyuan Cheng, Zhuo Zhang, Junmin Zhu, Guangyu Shen, Wanjing Han, Mu Zhang, Xiangyu Zhang
2025	J	`jnl`	ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants. CoRR Xiangzhe Xu, Guangyu Shen, Zian Su, Siyuan Cheng, Hanxi Guo, Lu Yan, Xuan Chen, Jiasheng Jiang, Xiaolong Jin, Chengpeng Wang, Zhuo Zhang, Xiangyu Zhang
2025	J	`jnl`	AuthGuard: Generalizable Deepfake Detection via Language Guidance. CoRR Guangyu Shen, Zhihua Li, Xiang Xu, Tianchen Zhao, Zheng Zhang, Dongsheng An, Zhuowen Tu, Yifan Xing, Qin Zhang
2025	A*	`conf`	BAIT: Large Language Model Backdoor Scanning by Inverting Attack Target. SP Guangyu Shen, Siyuan Cheng, Zhuo Zhang, Guanhong Tao, Kaiyuan Zhang, Hanxi Guo, Lu Yan, Xiaolong Jin, Shengwei An, Shiqing Ma, Xiangyu Zhang
2025	A*	`conf`	CENSOR: Defense Against Gradient Inversion via Orthogonal Subspace Bayesian Sampling. NDSS Kaiyuan Zhang, Siyuan Cheng, Guangyu Shen, Bruno Ribeiro, Shengwei An, Pin-Yu Chen, Xiangyu Zhang, Ninghui Li
2025	J	`jnl`	CENSOR: Defense Against Gradient Inversion via Orthogonal Subspace Bayesian Sampling. CoRR Kaiyuan Zhang, Siyuan Cheng, Guangyu Shen, Bruno Ribeiro, Shengwei An, Pin-Yu Chen, Xiangyu Zhang, Ninghui Li
2025	J	`jnl`	CodeMirage: A Multi-Lingual Benchmark for Detecting AI-Generated and Paraphrased Source Code from Production-Level LLMs. CoRR Hanxi Guo, Siyuan Cheng, Kaiyuan Zhang, Guangyu Shen, Xiangyu Zhang
2025	J	`jnl`	From Poisoned to Aware: Fostering Backdoor Self-Awareness in LLMs. CoRR Guangyu Shen, Siyuan Cheng, Xiangzhe Xu, Yuan Zhou, Hanxi Guo, Zhuo Zhang, Xiangyu Zhang
2025	J	`jnl`	MGC: A Compiler Framework Exploiting Compositional Blindness in Aligned LLMs for Malware Generation. CoRR Lu Yan, Zhuo Zhang, Xiangzhe Xu, Shengwei An, Guangyu Shen, Zhou Xuan, Xuan Chen, Xiangyu Zhang
2025	A*	`conf`	Profiler: Black-box AI-generated Text Origin Detection via Context-aware Inference Pattern Analysis. EMNLP Hanxi Guo, Siyuan Cheng, Xiaolong Jin, Zhuo Zhang, Guangyu Shen, Kaiyuan Zhang, Shengwei An, Guanhong Tao, Xiangyu Zhang
2025	—	`conf`	System Prompt Hijacking via Permutation Triggers in LLM Supply Chains. ACL (Findings) Lu Yan, Siyuan Cheng, Xuan Chen, Kaiyuan Zhang, Guangyu Shen, Xiangyu Zhang
2024	J	`jnl`	ASPIRER: Bypassing System Prompts With Permutation-based Backdoors in LLMs. CoRR Lu Yan, Siyuan Cheng, Xuan Chen, Kaiyuan Zhang, Guangyu Shen, Zhuo Zhang, Xiangyu Zhang
2024	A*	`conf`	BiScope: AI-generated Text Detection by Checking Memorization of Preceding Tokens. NeurIPS Hanxi Guo, Siyuan Cheng, Xiaolong Jin, Zhuo Zhang, Kaiyuan Zhang, Guanhong Tao, Guangyu Shen, Xiangyu Zhang
2024	A*	`conf`	Distribution Preserving Backdoor Attack in Self-supervised Learning. SP Guanhong Tao, Zhenting Wang, Shiwei Feng, Guangyu Shen, Shiqing Ma, Xiangyu Zhang
2024	A*	`conf`	Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift. AAAI Shengwei An, Sheng-Yen Chou, Kaiyuan Zhang, Qiuling Xu, Guanhong Tao, Guangyu Shen, Siyuan Cheng, Shiqing Ma, Pin-Yu Chen, Tsung-Yi Ho, Xiangyu Zhang
2024	A	`conf`	Exploring Inherent Backdoors in Deep Learning Models. ACSAC Guanhong Tao, Siyuan Cheng, Zhenting Wang, Shiqing Ma, Shengwei An, Yingqi Liu, Guangyu Shen, Zhuo Zhang, Yunshu Mao, Xiangyu Zhang
2024	A*	`conf`	Exploring the Orthogonality and Linearity of Backdoor Attacks. SP Kaiyuan Zhang, Siyuan Cheng, Guangyu Shen, Guanhong Tao, Shengwei An, Anuran Makur, Shiqing Ma, Xiangyu Zhang
2024	J	`jnl`	LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning. CoRR Siyuan Cheng, Guanhong Tao, Yingqi Liu, Guangyu Shen, Shengwei An, Shiwei Feng, Xiangzhe Xu, Kaiyuan Zhang, Shiqing Ma, Xiangyu Zhang
2024	A*	`conf`	Lotus: Evasive and Resilient Backdoor Attacks through Sub-Partitioning. CVPR Siyuan Cheng, Guanhong Tao, Yingqi Liu, Guangyu Shen, Shengwei An, Shiwei Feng, Xiangzhe Xu, Kaiyuan Zhang, Shiqing Ma, Xiangyu Zhang
2024	A*	`conf`	OdScan: Backdoor Scanning for Object Detection Models. SP Siyuan Cheng, Guangyu Shen, Guanhong Tao, Kaiyuan Zhang, Zhuo Zhang, Shengwei An, Xiangzhe Xu, Yingqi Li, Shiqing Ma, Xiangyu Zhang
2024	A*	`conf`	On Large Language Models' Resilience to Coercive Interrogation. SP Zhuo Zhang, Guangyu Shen, Guanhong Tao, Siyuan Cheng, Xiangyu Zhang
2024	J	`jnl`	Opening A Pandora's Box: Things You Should Know in the Era of Custom GPTs. CoRR Guanhong Tao, Siyuan Cheng, Zhuo Zhang, Junmin Zhu, Guangyu Shen, Xiangyu Zhang
2024	J	`jnl`	Rapid Optimization for Jailbreaking LLMs via Subconscious Exploitation and Echopraxia. CoRR Guangyu Shen, Siyuan Cheng, Kaiyuan Zhang, Guanhong Tao, Shengwei An, Lu Yan, Zhuo Zhang, Shiqing Ma, Xiangyu Zhang
2024	A*	`conf`	Rethinking the Invisible Protection against Unauthorized Image Usage in Stable Diffusion. USENIX Security Symposium Shengwei An, Lu Yan, Siyuan Cheng, Guangyu Shen, Kaiyuan Zhang, Qiuling Xu, Guanhong Tao, Xiangyu Zhang
2024	—	`conf`	UNIT: Backdoor Mitigation via Automated Neural Distribution Tightening. ECCV (62) Siyuan Cheng, Guangyu Shen, Kaiyuan Zhang, Guanhong Tao, Shengwei An, Hanxi Guo, Shiqing Ma, Xiangyu Zhang
2024	J	`jnl`	UNIT: Backdoor Mitigation via Automated Neural Distribution Tightening. CoRR Siyuan Cheng, Guangyu Shen, Kaiyuan Zhang, Guanhong Tao, Shengwei An, Hanxi Guo, Shiqing Ma, Xiangyu Zhang
2023	A*	`conf`	BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense. NDSS Siyuan Cheng, Guanhong Tao, Yingqi Liu, Shengwei An, Xiangzhe Xu, Shiwei Feng, Guangyu Shen, Kaiyuan Zhang, Qiuling Xu, Shiqing Ma, Xiangyu Zhang
2023	J	`jnl`	BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense. CoRR Siyuan Cheng, Guanhong Tao, Yingqi Liu, Shengwei An, Xiangzhe Xu, Shiwei Feng, Guangyu Shen, Kaiyuan Zhang, Qiuling Xu, Shiqing Ma, Xiangyu Zhang
2023	A*	`conf`	Detecting Backdoors in Pre-trained Encoders. CVPR Shiwei Feng, Guanhong Tao, Siyuan Cheng, Guangyu Shen, Xiangzhe Xu, Yingqi Liu, Kaiyuan Zhang, Shiqing Ma, Xiangyu Zhang
2023	J	`jnl`	Detecting Backdoors in Pre-trained Encoders. CoRR Shiwei Feng, Guanhong Tao, Siyuan Cheng, Guangyu Shen, Xiangzhe Xu, Yingqi Liu, Kaiyuan Zhang, Shiqing Ma, Xiangyu Zhang
2023	A*	`conf`	Django: Detecting Trojans in Object Detection Models via Gaussian Focus Calibration. NeurIPS Guangyu Shen, Siyuan Cheng, Guanhong Tao, Kaiyuan Zhang, Yingqi Liu, Shengwei An, Shiqing Ma, Xiangyu Zhang
2023	J	`jnl`	Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift. CoRR Shengwei An, Sheng-Yen Chou, Kaiyuan Zhang, Qiuling Xu, Guanhong Tao, Guangyu Shen, Siyuan Cheng, Shiqing Ma, Pin-Yu Chen, Tsung-Yi Ho, Xiangyu Zhang
2023	A*	`conf`	FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning. ICLR Kaiyuan Zhang, Guanhong Tao, Qiuling Xu, Siyuan Cheng, Shengwei An, Yingqi Liu, Shiwei Feng, Guangyu Shen, Pin-Yu Chen, Shiqing Ma, Xiangyu Zhang
2023	A*	`conf`	Hard-label Black-box Universal Adversarial Patch Attack. USENIX Security Symposium Guanhong Tao, Shengwei An, Siyuan Cheng, Guangyu Shen, Xiangyu Zhang
2023	A*	`conf`	ImU: Physical Impersonating Attack for Face Recognition System with Natural Style Changes. SP Shengwei An, Yuan Yao, Qiuling Xu, Shiqing Ma, Guanhong Tao, Siyuan Cheng, Kaiyuan Zhang, Yingqi Liu, Guangyu Shen, Ian Kelk, Xiangyu Zhang
2023	A	`conf`	Improving Binary Code Similarity Transformer Models by Semantics-Driven Instruction Deemphasis. ISSTA Xiangzhe Xu, Shiwei Feng, Yapeng Ye, Guangyu Shen, Zian Su, Siyuan Cheng, Guanhong Tao, Qingkai Shi, Zhuo Zhang, Xiangyu Zhang
2023	A*	`conf`	MEDIC: Remove Model Backdoors via Importance Driven Cloning. CVPR Qiuling Xu, Guanhong Tao, Jean Honorio, Yingqi Liu, Shengwei An, Guangyu Shen, Siyuan Cheng, Xiangyu Zhang
2023	J	`jnl`	Make Them Spill the Beans! Coercive Knowledge Extraction from (Production) LLMs. CoRR Zhuo Zhang, Guangyu Shen, Guanhong Tao, Siyuan Cheng, Xiangyu Zhang
2023	A*	`conf`	PELICAN: Exploiting Backdoors of Naturally Trained Deep Learning Models In Binary Code Analysis. USENIX Security Symposium Zhuo Zhang, Guanhong Tao, Guangyu Shen, Shengwei An, Qiuling Xu, Yingqi Liu, Yapeng Ye, Yaoxuan Wu, Xiangyu Zhang
2023	A*	`conf`	ParaFuzz: An Interpretability-Driven Technique for Detecting Poisoned Samples in NLP. NeurIPS Lu Yan, Zhuo Zhang, Guanhong Tao, Kaiyuan Zhang, Xuan Chen, Guangyu Shen, Xiangyu Zhang
2023	J	`jnl`	ParaFuzz: An Interpretability-Driven Technique for Detecting Poisoned Samples in NLP. CoRR Lu Yan, Zhuo Zhang, Guanhong Tao, Kaiyuan Zhang, Xuan Chen, Guangyu Shen, Xiangyu Zhang
2022	J	`jnl`	Backdoor Vulnerabilities in Normally Trained Deep Learning Models. CoRR Guanhong Tao, Zhenting Wang, Siyuan Cheng, Shiqing Ma, Shengwei An, Yingqi Liu, Guangyu Shen, Zhuo Zhang, Yunshu Mao, Xiangyu Zhang
2022	A*	`conf`	Better Trigger Inversion Optimization in Backdoor Scanning. CVPR Guanhong Tao, Guangyu Shen, Yingqi Liu, Shengwei An, Qiuling Xu, Shiqing Ma, Pan Li, Xiangyu Zhang
2022	A*	`conf`	Complex Backdoor Detection by Symmetric Feature Differencing. CVPR Yingqi Liu, Guangyu Shen, Guanhong Tao, Zhenting Wang, Shiqing Ma, Xiangyu Zhang
2022	A*	`conf`	Constrained Optimization with Dynamic Bound-scaling for Effective NLP Backdoor Defense. ICML Guangyu Shen, Yingqi Liu, Guanhong Tao, Qiuling Xu, Zhuo Zhang, Shengwei An, Shiqing Ma, Xiangyu Zhang
2022	J	`jnl`	Constrained Optimization with Dynamic Bound-scaling for Effective NLPBackdoor Defense. CoRR Guangyu Shen, Yingqi Liu, Guanhong Tao, Qiuling Xu, Zhuo Zhang, Shengwei An, Shiqing Ma, Xiangyu Zhang
2022	J	`jnl`	DECK: Model Hardening for Defending Pervasive Backdoors. CoRR Guanhong Tao, Yingqi Liu, Siyuan Cheng, Shengwei An, Zhuo Zhang, Qiuling Xu, Guangyu Shen, Xiangyu Zhang
2022	J	`jnl`	FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning. CoRR Kaiyuan Zhang, Guanhong Tao, Qiuling Xu, Siyuan Cheng, Shengwei An, Yingqi Liu, Shiwei Feng, Guangyu Shen, Pin-Yu Chen, Shiqing Ma, Xiangyu Zhang
2022	A*	`conf`	MIRROR: Model Inversion for Deep LearningNetwork with High Fidelity. NDSS Guanhong Tao, Qiuling Xu, Yingqi Liu, Guangyu Shen, Shengwei An, Jingwei Xu, Xiangyu Zhang, Yuan Yao
2022	A*	`conf`	Model Orthogonalization: Class Distance Hardening in Neural Networks for Better Security. SP Guanhong Tao, Yingqi Liu, Guangyu Shen, Qiuling Xu, Shengwei An, Zhuo Zhang, Xiangyu Zhang
2022	A*	`conf`	Piccolo: Exposing Complex Backdoors in NLP Transformer Models. SP Yingqi Liu, Guangyu Shen, Guanhong Tao, Shengwei An, Shiqing Ma, Xiangyu Zhang
2021	A*	`conf`	Backdoor Scanning for Deep Neural Networks through K-Arm Optimization. ICML Guangyu Shen, Yingqi Liu, Guanhong Tao, Shengwei An, Qiuling Xu, Siyuan Cheng, Shiqing Ma, Xiangyu Zhang
2021	J	`jnl`	Backdoor Scanning for Deep Neural Networks through K-Arm Optimization. CoRR Guangyu Shen, Yingqi Liu, Guanhong Tao, Shengwei An, Qiuling Xu, Siyuan Cheng, Shiqing Ma, Xiangyu Zhang
2021	J	`jnl`	EX-RAY: Distinguishing Injected Backdoor from Natural Features in Neural Networks by Examining Differential Feature Symmetry. CoRR Yingqi Liu, Guangyu Shen, Guanhong Tao, Zhenting Wang, Shiqing Ma, Xiangyu Zhang
2020	J	`jnl`	PENet: Object Detection using Points Estimation in Aerial Images. CoRR Ziyang Tang, Xiang Liu, Guangyu Shen, Baijian Yang
2019	J	`jnl`	Unrestricted Adversarial Attacks for Semantic Segmentation. CoRR Guangyu Shen, Chengzhi Mao, Junfeng Yang, Baishakhi Ray
2018	—	`conf`	Brain Tumor Segmentation Using Concurrent Fully Convolutional Networks and Conditional Random Fields. ICMIP Guangyu Shen, Yi Ding, Tian Lan, Hao Chen, Zhiguang Qin
2018	J	`jnl`	Multi-modal brain tumor image segmentation based on SDAE. Int. J. Imaging Syst. Technol. Yi Ding, Rongfeng Dong, Tian Lan, Xuerui Li, Guangyu Shen, Hao Chen, Zhiguang Qin