Tao, Guanhong

25 publications

NeurIPS 2025 Temporal Logic-Based Multi-Vehicle Backdoor Attacks Against Offline RL Agents in End-to-End Autonomous Driving Xuan Chen, Shiwei Feng, Zikang Xiong, Shengwei An, Yunshu Mao, Lu Yan, Guanhong Tao, Wenbo Guo, Xiangyu Zhang

NeurIPS 2024 BiScope: AI-Generated Text Detection by Checking Memorization of Preceding Tokens Hanxi Guo, Siyuan Cheng, Xiaolong Jin, Zhuo Zhang, Kaiyuan Zhang, Guanhong Tao, Guangyu Shen, Xiangyu Zhang

AAAI 2024 Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift 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

ICLR 2024 Fusion Is Not Enough: Single Modal Attacks on Fusion Models for 3D Object Detection Zhiyuan Cheng, Hongjun Choi, Shiwei Feng, James Chenhao Liang, Guanhong Tao, Dongfang Liu, Michael Zuzak, Xiangyu Zhang

CVPR 2024 LOTUS: Evasive and Resilient Backdoor Attacks Through Sub-Partitioning Siyuan Cheng, Guanhong Tao, Yingqi Liu, Guangyu Shen, Shengwei An, Shiwei Feng, Xiangzhe Xu, Kaiyuan Zhang, Shiqing Ma, Xiangyu Zhang

NeurIPSW 2024 SkewAct: Red Teaming Large Language Models via Activation-Skewed Adversarial Prompt Optimization Hanxi Guo, Siyuan Cheng, Guanhong Tao, Guangyu Shen, Zhuo Zhang, Shengwei An, Kaiyuan Zhang, Xiangyu Zhang

ECCV 2024 UNIT: Backdoor Mitigation via Automated Neural Distribution Tightening Siyuan Cheng, Guangyu Shen, Kaiyuan Zhang, Guanhong Tao, Shengwei An, Hanxi Guo, Shiqing Ma, Xiangyu Zhang

NeurIPSW 2023 $d^3$: Detoxing Deep Learning Dataset Lu Yan, Siyuan Cheng, Guangyu Shen, Guanhong Tao, Xuan Chen, Kaiyuan Zhang, Yunshu Mao, Xiangyu Zhang

ICLR 2023 Adversarial Training of Self-Supervised Monocular Depth Estimation Against Physical-World Attacks Zhiyuan Cheng, James Chenhao Liang, Guanhong Tao, Dongfang Liu, Xiangyu Zhang

NeurIPS 2023 BIRD: Generalizable Backdoor Detection and Removal for Deep Reinforcement Learning Xuan Chen, Wenbo Guo, Guanhong Tao, Xiangyu Zhang, Dawn Song

CVPR 2023 Detecting Backdoors in Pre-Trained Encoders Shiwei Feng, Guanhong Tao, Siyuan Cheng, Guangyu Shen, Xiangzhe Xu, Yingqi Liu, Kaiyuan Zhang, Shiqing Ma, Xiangyu Zhang

NeurIPS 2023 Django: Detecting Trojans in Object Detection Models via Gaussian Focus Calibration Guangyu Shen, Siyuan Cheng, Guanhong Tao, Kaiyuan Zhang, Yingqi Liu, Shengwei An, Shiqing Ma, Xiangyu Zhang

NeurIPSW 2023 Dynamics Model Based Adversarial Training for Competitive Reinforcement Learning Xuan Chen, Guanhong Tao, Xiangyu Zhang

ICLR 2023 FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning Kaiyuan Zhang, Guanhong Tao, Qiuling Xu, Siyuan Cheng, Shengwei An, Yingqi Liu, Shiwei Feng, Guangyu Shen, Pin-Yu Chen, Shiqing Ma, Xiangyu Zhang

NeurIPSW 2023 How to Remove Backdoors in Diffusion Models? 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

CVPR 2023 MEDIC: Remove Model Backdoors via Importance Driven Cloning Qiuling Xu, Guanhong Tao, Jean Honorio, Yingqi Liu, Shengwei An, Guangyu Shen, Siyuan Cheng, Xiangyu Zhang

NeurIPS 2023 ParaFuzz: An Interpretability-Driven Technique for Detecting Poisoned Samples in NLP Lu Yan, Zhuo Zhang, Guanhong Tao, Kaiyuan Zhang, Xuan Chen, Guangyu Shen, Xiangyu Zhang

CVPR 2022 Better Trigger Inversion Optimization in Backdoor Scanning Guanhong Tao, Guangyu Shen, Yingqi Liu, Shengwei An, Qiuling Xu, Shiqing Ma, Pan Li, Xiangyu Zhang

CVPR 2022 Bounded Adversarial Attack on Deep Content Features Qiuling Xu, Guanhong Tao, Xiangyu Zhang

CVPR 2022 Complex Backdoor Detection by Symmetric Feature Differencing Yingqi Liu, Guangyu Shen, Guanhong Tao, Zhenting Wang, Shiqing Ma, Xiangyu Zhang

ICML 2022 Constrained Optimization with Dynamic Bound-Scaling for Effective NLP Backdoor Defense Guangyu Shen, Yingqi Liu, Guanhong Tao, Qiuling Xu, Zhuo Zhang, Shengwei An, Shiqing Ma, Xiangyu Zhang

ECCV 2022 Physical Attack on Monocular Depth Estimation with Optimal Adversarial Patches Zhiyuan Cheng, James Liang, Hongjun Choi, Guanhong Tao, Zhiwen Cao, Dongfang Liu, Xiangyu Zhang

ICML 2021 Backdoor Scanning for Deep Neural Networks Through K-Arm Optimization Guangyu Shen, Yingqi Liu, Guanhong Tao, Shengwei An, Qiuling Xu, Siyuan Cheng, Shiqing Ma, Xiangyu Zhang

AAAI 2021 Towards Feature Space Adversarial Attack by Style Perturbation Qiuling Xu, Guanhong Tao, Siyuan Cheng, Xiangyu Zhang

NeurIPS 2018 Attacks Meet Interpretability: Attribute-Steered Detection of Adversarial Samples Guanhong Tao, Shiqing Ma, Yingqi Liu, Xiangyu Zhang