Guanhong Tao

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 46

Top Topics

Constrained Optimization

Depth Estimation

Content Features

Top Venues

IEEE Symposium on Security and Privacy

Publications

Siyuan Cheng, Guanhong Tao, Yingqi Liu, Shengwei An, Xiangzhe Xu, Shiwei Feng, Guangyu Shen, Kaiyuan Zhang, Qiuling Xu, Shiqing Ma, Xiangyu Zhang
BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense. NDSS (2023)
Siyuan Cheng, Guanhong Tao, Yingqi Liu, Shengwei An, Xiangzhe Xu, Shiwei Feng, Guangyu Shen, Kaiyuan Zhang, Qiuling Xu, Shiqing Ma, Xiangyu Zhang
BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense. CoRR (2023)
Rui Zhu, Di Tang, Siyuan Tang, Guanhong Tao, Shiqing Ma, XiaoFeng Wang, Haixu Tang
Gradient Shaping: Enhancing Backdoor Attack Against Reverse Engineering. CoRR (2023)
Weisong Sun, Yuchen Chen, Guanhong Tao, Chunrong Fang, Xiangyu Zhang, Quanjun Zhang, Bin Luo
Backdooring Neural Code Search. CoRR (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. CoRR (2023)
Zhiyuan Cheng, James Liang, Guanhong Tao, Dongfang Liu, Xiangyu Zhang
Adversarial Training of Self-supervised Monocular Depth Estimation against Physical-World Attacks. CoRR (2023)
Zhiyuan Cheng, Hongjun Choi, James Liang, Shiwei Feng, Guanhong Tao, Dongfang Liu, Michael Zuzak, Xiangyu Zhang
Fusion is Not Enough: Single-Modal Attacks to Compromise Fusion Models in Autonomous Driving. CoRR (2023)
Weisong Sun, Chunrong Fang, Yuchen Chen, Quanjun Zhang, Guanhong Tao, Tingxu Han, Yifei Ge, Yudu You, Bin Luo
An Extractive-and-Abstractive Framework for Source Code Summarization. CoRR (2022)
Zhiyuan Cheng, James Liang, Hongjun Choi, Guanhong Tao, Zhiwen Cao, Dongfang Liu, Xiangyu Zhang
Physical Attack on Monocular Depth Estimation with Optimal Adversarial Patches. CoRR (2022)
Weisong Sun, Chunrong Fang, Yuchen Chen, Guanhong Tao, Tingxu Han, Quanjun Zhang
Code Search based on Context-aware Code Translation. CoRR (2022)
Yingqi Liu, Guangyu Shen, Guanhong Tao, Shengwei An, Shiqing Ma, Xiangyu Zhang
Piccolo: Exposing Complex Backdoors in NLP Transformer Models. IEEE Symposium on Security and Privacy (2022)
Guangyu Shen, Yingqi Liu, Guanhong Tao, Qiuling Xu, Zhuo Zhang, Shengwei An, Shiqing Ma, Xiangyu Zhang
Constrained Optimization with Dynamic Bound-scaling for Effective NLPBackdoor Defense. CoRR (2022)
Guanhong Tao, Qiuling Xu, Yingqi Liu, Guangyu Shen, Shengwei An, Jingwei Xu, Xiangyu Zhang, Yuan Yao
MIRROR: Model Inversion for Deep LearningNetwork with High Fidelity. NDSS (2022)
Guanhong Tao, Yingqi Liu, Siyuan Cheng, Shengwei An, Zhuo Zhang, Qiuling Xu, Guangyu Shen, Xiangyu Zhang
DECK: Model Hardening for Defending Pervasive Backdoors. CoRR (2022)
Guanhong Tao, Guangyu Shen, Yingqi Liu, Shengwei An, Qiuling Xu, Shiqing Ma, Pan Li, Xiangyu Zhang
Better Trigger Inversion Optimization in Backdoor Scanning. CVPR (2022)
Zhiyuan Cheng, James Liang, Hongjun Choi, Guanhong Tao, Zhiwen Cao, Dongfang Liu, Xiangyu Zhang
Physical Attack on Monocular Depth Estimation with Optimal Adversarial Patches. ECCV (38) (2022)
Guangyu Shen, Yingqi Liu, Guanhong Tao, Qiuling Xu, Zhuo Zhang, Shengwei An, Shiqing Ma, Xiangyu Zhang
Constrained Optimization with Dynamic Bound-scaling for Effective NLP Backdoor Defense. ICML (2022)
Guanhong Tao, Weisong Sun, Tingxu Han, Chunrong Fang, Xiangyu Zhang
RULER: discriminative and iterative adversarial training for deep neural network fairness. ESEC/SIGSOFT FSE (2022)
Yingqi Liu, Guangyu Shen, Guanhong Tao, Zhenting Wang, Shiqing Ma, Xiangyu Zhang
Complex Backdoor Detection by Symmetric Feature Differencing. CVPR (2022)
Guanhong Tao, Yingqi Liu, Guangyu Shen, Qiuling Xu, Shengwei An, Zhuo Zhang, Xiangyu Zhang
Model Orthogonalization: Class Distance Hardening in Neural Networks for Better Security. IEEE Symposium on Security and Privacy (2022)
Guanhong Tao, Zhenting Wang, Siyuan Cheng, Shiqing Ma, Shengwei An, Yingqi Liu, Guangyu Shen, Zhuo Zhang, Yunshu Mao, Xiangyu Zhang
Backdoor Vulnerabilities in Normally Trained Deep Learning Models. CoRR (2022)
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. CoRR (2022)
Qiuling Xu, Guanhong Tao, Xiangyu Zhang
Bounded Adversarial Attack on Deep Content Features. CVPR (2022)
Weisong Sun, Chunrong Fang, Yuchen Chen, Guanhong Tao, Tingxu Han, Quanjun Zhang
Code Search based on Context-aware Code Translation. ICSE (2022)
Xiangzhe Xu, Hongyu Liu, Guanhong Tao, Zhou Xuan, Xiangyu Zhang
Checkpointing and deterministic training for deep learning. CAIN (2022)
Qiuling Xu, Guanhong Tao, Siyuan Cheng, Xiangyu Zhang
Towards Feature Space Adversarial Attack by Style Perturbation. AAAI (2021)
Le Yu, Shiqing Ma, Zhuo Zhang, Guanhong Tao, Xiangyu Zhang, Dongyan Xu, Vincent E. Urias, Han Wei Lin, Gabriela F. Ciocarlie, Vinod Yegneswaran, Ashish Gehani
ALchemist: Fusing Application and Audit Logs for Precise Attack Provenance without Instrumentation. NDSS (2021)
Guangyu Shen, Yingqi Liu, Guanhong Tao, Shengwei An, Qiuling Xu, Siyuan Cheng, Shiqing Ma, Xiangyu Zhang
Backdoor Scanning for Deep Neural Networks through K-Arm Optimization. CoRR (2021)
Guangyu Shen, Yingqi Liu, Guanhong Tao, Shengwei An, Qiuling Xu, Siyuan Cheng, Shiqing Ma, Xiangyu Zhang
Backdoor Scanning for Deep Neural Networks through K-Arm Optimization. ICML (2021)
Yingqi Liu, Guangyu Shen, Guanhong Tao, Zhenting Wang, Shiqing Ma, Xiangyu Zhang
EX-RAY: Distinguishing Injected Backdoor from Natural Features in Neural Networks by Examining Differential Feature Symmetry. CoRR (2021)
Zhuo Zhang, Wei You, Guanhong Tao, Yousra Aafer, Xuwei Liu, Xiangyu Zhang
StochFuzz: Sound and Cost-effective Fuzzing of Stripped Binaries by Incremental and Stochastic Rewriting. IEEE Symposium on Security and Privacy (2021)
Zhuo Zhang, Yapeng Ye, Wei You, Guanhong Tao, Wen-Chuan Lee, Yonghwi Kwon, Yousra Aafer, Xiangyu Zhang
OSPREY: Recovery of Variable and Data Structure via Probabilistic Analysis for Stripped Binary. IEEE Symposium on Security and Privacy (2021)
Juan Zhai, Xiangzhe Xu, Yu Shi, Guanhong Tao, Minxue Pan, Shiqing Ma, Lei Xu, Weifeng Zhang, Lin Tan, Xiangyu Zhang
CPC: automatically classifying and propagating natural language comments via program analysis. ICSE (2020)
Guanhong Tao, Shiqing Ma, Yingqi Liu, Qiuling Xu, Xiangyu Zhang
TRADER: trace divergence analysis and embedding regulation for debugging recurrent neural networks. ICSE (2020)
Shenao Yan, Guanhong Tao, Xuwei Liu, Juan Zhai, Shiqing Ma, Lei Xu, Xiangyu Zhang
Correlations between deep neural network model coverage criteria and model quality. ESEC/SIGSOFT FSE (2020)
Qiuling Xu, Guanhong Tao, Siyuan Cheng, Lin Tan, Xiangyu Zhang
Towards Feature Space Adversarial Attack. CoRR (2020)
Qiuling Xu, Guanhong Tao, Xiangyu Zhang
D-square-B: Deep Distribution Bound for Natural-looking Adversarial Attack. CoRR (2020)
Shiqing Ma, Yingqi Liu, Guanhong Tao, Wen-Chuan Lee, Xiangyu Zhang
NIC: Detecting Adversarial Samples with Neural Network Invariant Checking. NDSS (2019)
Kaisheng Liao, Guanhong Tao, Yi Zhong, Yaping Zhang, Zhenghong Zhang
Sequential Convolutional Recurrent Neural Networks for Fast Automatic Modulation Classification. CoRR (2019)
Zhuo Zhang, Wei You, Guanhong Tao, Guannan Wei, Yonghwi Kwon, Xiangyu Zhang
BDA: practical dependence analysis for binary executables by unbiased whole-program path sampling and per-path abstract interpretation. Proc. ACM Program. Lang. 3 (OOPSLA) (2019)
Yingqi Liu, Wen-Chuan Lee, Guanhong Tao, Shiqing Ma, Yousra Aafer, Xiangyu Zhang
ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation. CCS (2019)
Yousra Aafer, Guanhong Tao, Jianjun Huang, Xiangyu Zhang, Ninghui Li
Precise Android API Protection Mapping Derivation and Reasoning. CCS (2018)
Guanhong Tao, Shiqing Ma, Yingqi Liu, Xiangyu Zhang
Attacks Meet Interpretability: Attribute-steered Detection of Adversarial Samples. NeurIPS (2018)
Guanhong Tao, Shiqing Ma, Yingqi Liu, Xiangyu Zhang
Attacks Meet Interpretability: Attribute-steered Detection of Adversarial Samples. CoRR (2018)
Guanhong Tao, Zibin Zheng, Ziying Guo, Michael R. Lyu
MalPat: Mining Patterns of Malicious and Benign Android Apps via Permission-Related APIs. IEEE Trans. Reliab. 67 (1) (2018)
Jingke Meng, Zibin Zheng, Guanhong Tao, Xuanzhe Liu
User-Specific Rating Prediction for Mobile Applications via Weight-Based Matrix Factorization. ICWS (2016)
Qaiser Riaz, Guanhong Tao, Björn Krüger, Andreas Weber
Motion reconstruction using very few accelerometers and ground contacts. Graph. Model. 79 (2015)
Shuai Huang, Shuyan Sun, Zhipei Huang, Jiankang Wu, Xiaoli Meng, Guanhong Tao, Nan Zhang, Li Yang
Ambulatory real-time micro-sensor motion capture. IPSN (2012)
Zhang Nan, Shunyan Sun, Jiankang Wu, Xiaoli Meng, Guanhong Tao
A Real-Time Micro-sensor Motion Capture System. CWSN (2012)
Xiaoli Meng, Guanhong Tao, Zhiqiang Zhang, Shuyan Sun, Jiankang Wu, Wai-Choong Wong
Displacement estimation for different gait patterns in micro-sensor motion capture. FUSION (2012)
Guanhong Tao, Shuyan Sun, Shuai Huang, Zhipei Huang, Jiankang Wu
Human modeling and real-time motion reconstruction for micro-sensor motion capture. VECIMS (2011)