Guanhong Tao

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 27

Top Topics

Diffusion Model

Graph Isomorphism

Depth Estimation

Execution Model

Top Venues

USENIX Security Symposium

Publications

Chanwoo Bae, Guanhong Tao, Zhuo Zhang, Xiangyu Zhang
Threat Behavior Textual Search by Attention Graph Isomorphism. CoRR (2024)
Siyuan Cheng, Guanhong Tao, Yingqi Liu, Guangyu Shen, Shengwei An, Shiwei Feng, Xiangzhe Xu, Kaiyuan Zhang, Shiqing Ma, Xiangyu Zhang
LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning. CoRR (2024)
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
Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift. AAAI (2024)
Guanhong Tao, Siyuan Cheng, Zhuo Zhang, Junmin Zhu, Guangyu Shen, Xiangyu Zhang
Opening A Pandora's Box: Things You Should Know in the Era of Custom GPTs. CoRR (2024)
Shengwei An, Lu Yan, Siyuan Cheng, Guangyu Shen, Kaiyuan Zhang, Qiuling Xu, Guanhong Tao, Xiangyu Zhang
Rethinking the Invisible Protection against Unauthorized Image Usage in Stable Diffusion. USENIX Security Symposium (2024)
Zhiyuan Cheng, Hongjun Choi, Shiwei Feng, James Chenhao Liang, Guanhong Tao, Dongfang Liu, Michael Zuzak, Xiangyu Zhang
Fusion Is Not Enough: Single Modal Attacks on Fusion Models for 3D Object Detection. ICLR (2024)
Guangyu Shen, Siyuan Cheng, Kaiyuan Zhang, Guanhong Tao, Shengwei An, Lu Yan, Zhuo Zhang, Shiqing Ma, Xiangyu Zhang
Rapid Optimization for Jailbreaking LLMs via Subconscious Exploitation and Echopraxia. CoRR (2024)
Chanwoo Bae, Guanhong Tao, Zhuo Zhang, Xiangyu Zhang
Threat Behavior Textual Search by Attention Graph Isomorphism. EACL (1) (2024)
Weisong Sun, Chunrong Fang, Yuchen Chen, Quanjun Zhang, Guanhong Tao, Yudu You, Tingxu Han, Yifei Ge, Yuling Hu, Bin Luo, Zhenyu Chen
An Extractive-and-Abstractive Framework for Source Code Summarization. ACM Trans. Softw. Eng. Methodol. 33 (3) (2024)
Siyuan Cheng, Guangyu Shen, Kaiyuan Zhang, Guanhong Tao, Shengwei An, Hanxi Guo, Shiqing Ma, Xiangyu Zhang
UNIT: Backdoor Mitigation via Automated Neural Distribution Tightening. CoRR (2024)
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
Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift. CoRR (2023)
Xiangzhe Xu, Shiwei Feng, Yapeng Ye, Guangyu Shen, Zian Su, Siyuan Cheng, Guanhong Tao, Qingkai Shi, Zhuo Zhang, Xiangyu Zhang
Improving Binary Code Similarity Transformer Models by Semantics-Driven Instruction Deemphasis. ISSTA (2023)
Shiwei Feng, Guanhong Tao, Siyuan Cheng, Guangyu Shen, Xiangzhe Xu, Yingqi Liu, Kaiyuan Zhang, Shiqing Ma, Xiangyu Zhang
Detecting Backdoors in Pre-trained Encoders. CVPR (2023)
Zhiyuan Cheng, James Liang, Guanhong Tao, Dongfang Liu, Xiangyu Zhang
Adversarial Training of Self-supervised Monocular Depth Estimation against Physical-World Attacks. ICLR (2023)
Guanhong Tao, Shengwei An, Siyuan Cheng, Guangyu Shen, Xiangyu Zhang
Hard-label Black-box Universal Adversarial Patch Attack. USENIX Security Symposium (2023)
Lu Yan, Zhuo Zhang, Guanhong Tao, Kaiyuan Zhang, Xuan Chen, Guangyu Shen, Xiangyu Zhang
ParaFuzz: An Interpretability-Driven Technique for Detecting Poisoned Samples in NLP. NeurIPS (2023)
Lu Yan, Zhuo Zhang, Guanhong Tao, Kaiyuan Zhang, Xuan Chen, Guangyu Shen, Xiangyu Zhang
ParaFuzz: An Interpretability-Driven Technique for Detecting Poisoned Samples in NLP. CoRR (2023)
Xuan Chen, Wenbo Guo, Guanhong Tao, Xiangyu Zhang, Dawn Song
BIRD: Generalizable Backdoor Detection and Removal for Deep Reinforcement Learning. NeurIPS (2023)
Zhuo Zhang, Guangyu Shen, Guanhong Tao, Siyuan Cheng, Xiangyu Zhang
Make Them Spill the Beans! Coercive Knowledge Extraction from (Production) LLMs. CoRR (2023)
Guangyu Shen, Siyuan Cheng, Guanhong Tao, Kaiyuan Zhang, Yingqi Liu, Shengwei An, Shiqing Ma, Xiangyu Zhang
Django: Detecting Trojans in Object Detection Models via Gaussian Focus Calibration. NeurIPS (2023)
Weisong Sun, Yuchen Chen, Guanhong Tao, Chunrong Fang, Xiangyu Zhang, Quanjun Zhang, Bin Luo
Backdooring Neural Code Search. ACL (1) (2023)
Xiangzhe Xu, Zhou Xuan, Shiwei Feng, Siyuan Cheng, Yapeng Ye, Qingkai Shi, Guanhong Tao, Le Yu, Zhuo Zhang, Xiangyu Zhang
PEM: Representing Binary Program Semantics for Similarity Analysis via a Probabilistic Execution Model. CoRR (2023)
Qiuling Xu, Guanhong Tao, Jean Honorio, Yingqi Liu, Shengwei An, Guangyu Shen, Siyuan Cheng, Xiangyu Zhang
MEDIC: Remove Model Backdoors via Importance Driven Cloning. CVPR (2023)
Kaiyuan Zhang, Guanhong Tao, Qiuling Xu, Siyuan Cheng, Shengwei An, Yingqi Liu, Shiwei Feng, Guangyu Shen, Pin-Yu Chen, Shiqing Ma, Xiangyu Zhang
FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning. ICLR (2023)
Zhuo Zhang, Guanhong Tao, Guangyu Shen, Shengwei An, Qiuling Xu, Yingqi Liu, Yapeng Ye, Yaoxuan Wu, Xiangyu Zhang
PELICAN: Exploiting Backdoors of Naturally Trained Deep Learning Models In Binary Code Analysis. USENIX Security Symposium (2023)
Shengwei An, Yuan Yao, Qiuling Xu, Shiqing Ma, Guanhong Tao, Siyuan Cheng, Kaiyuan Zhang, Yingqi Liu, Guangyu Shen, Ian Kelk, Xiangyu Zhang
ImU: Physical Impersonating Attack for Face Recognition System with Natural Style Changes. SP (2023)
Xiangzhe Xu, Zhou Xuan, Shiwei Feng, Siyuan Cheng, Yapeng Ye, Qingkai Shi, Guanhong Tao, Le Yu, Zhuo Zhang, Xiangyu Zhang
PEM: Representing Binary Program Semantics for Similarity Analysis via a Probabilistic Execution Model. ESEC/SIGSOFT FSE (2023)