Shengwei An - RankMe

45 papers A* 23A 1C 2Journal 17Unranked 2

Year	Rank	Type	Title / Venue / Authors
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`	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	A*	`conf`	SOFT: Selective Data Obfuscation for Protecting LLM Fine-tuning against Membership Inference Attacks. USENIX Security Symposium Kaiyuan Zhang, Siyuan Cheng, Hanxi Guo, Yuetian Chen, Zian Su, Shengwei An, Yuntao Du, Charles Fleming, Ashish Kundu, Xiangyu Zhang, Ninghui Li
2025	J	`jnl`	SOFT: Selective Data Obfuscation for Protecting LLM Fine-tuning against Membership Inference Attacks. CoRR Kaiyuan Zhang, Siyuan Cheng, Hanxi Guo, Yuetian Chen, Zian Su, Shengwei An, Yuntao Du, Charles Fleming, Ashish Kundu, Xiangyu Zhang, Ninghui Li
2025	J	`jnl`	Temporal Logic-Based Multi-Vehicle Backdoor Attacks against Offline RL Agents in End-to-end Autonomous Driving. CoRR Xuan Chen, Shiwei Feng, Zikang Xiong, Shengwei An, Yunshu Mao, Lu Yan, Guanhong Tao, Wenbo Guo, 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	A*	`conf`	Inspecting Prediction Confidence for Detecting Black-Box Backdoor Attacks. AAAI Tong Wang, Yuan Yao, Feng Xu, Miao Xu, Shengwei An, Ting Wang
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	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`	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`	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	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
2022	—	`conf`	An Invisible Black-Box Backdoor Attack Through Frequency Domain. ECCV (13) Tong Wang, Yuan Yao, Feng Xu, Shengwei An, Hanghang Tong, Ting Wang
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	J	`jnl`	Confidence Matters: Inspecting Backdoors in Deep Neural Networks via Distribution Transfer. CoRR Tong Wang, Yuan Yao, Feng Xu, Miao Xu, Shengwei An, Ting Wang
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	J	`jnl`	Backdoor Attack through Frequency Domain. CoRR Tong Wang, Yuan Yao, Feng Xu, Shengwei An, Hanghang Tong, Ting Wang
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
2020	J	`jnl`	Augmented example-based synthesis using relational perturbation properties. Proc. ACM Program. Lang. Shengwei An, Rishabh Singh, Sasa Misailovic, Roopsha Samanta
2016	C	`conf`	Verifying Distributed Controllers with Local Invariants. QRS Yiqun Wang, Shengwei An, Xiaoxing Ma, Chun Cao, Chang Xu
2015	C	`conf`	An Event-Based Formal Framework for Dynamic Software Update. QRS Shengwei An, Xiaoxing Ma, Chun Cao, Ping Yu, Chang Xu