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Guanhong Tao 0001
Person information
- affiliation: Purdue University, West Lafayette, IN, USA
Other persons with the same name
- Guanhong Tao 0002 — Universität Bonn, Bonn, Germany
- Guanhong Tao 0003 — Sensor Network and Applications Research Center, Chinese Academy of Sciences, Beijing, China (and 1 more)
- Guanhong Tao 0004 — Chengdu Spaceon Group Co., Ltd., China
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2020 – today
- 2024
- [j3]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): 75:1-75:39 (2024) - [c42]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: 10847-10855 - [c41]Chanwoo Bae, Guanhong Tao, Zhuo Zhang, Xiangyu Zhang:
Threat Behavior Textual Search by Attention Graph Isomorphism. EACL (1) 2024: 2616-2630 - [c40]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 - [c39]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 - [i27]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 abs/2401.00905 (2024) - [i26]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 abs/2402.05467 (2024) - [i25]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 abs/2403.17188 (2024) - [i24]Chanwoo Bae, Guanhong Tao, Zhuo Zhang, Xiangyu Zhang:
Threat Behavior Textual Search by Attention Graph Isomorphism. CoRR abs/2404.10944 (2024) - [i23]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 abs/2407.11372 (2024) - 2023
- [c38]Weisong Sun, Yuchen Chen, Guanhong Tao, Chunrong Fang, Xiangyu Zhang, Quanjun Zhang, Bin Luo:
Backdooring Neural Code Search. ACL (1) 2023: 9692-9708 - [c37]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: 16352-16362 - [c36]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: 20485-20494 - [c35]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 - [c34]Zhiyuan Cheng, James Liang, Guanhong Tao, Dongfang Liu, Xiangyu Zhang:
Adversarial Training of Self-supervised Monocular Depth Estimation against Physical-World Attacks. ICLR 2023 - [c33]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: 1106-1118 - [c32]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 - [c31]Xuan Chen, Wenbo Guo, Guanhong Tao, Xiangyu Zhang, Dawn Song:
BIRD: Generalizable Backdoor Detection and Removal for Deep Reinforcement Learning. NeurIPS 2023 - [c30]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 - [c29]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 - [c28]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: 401-412 - [c27]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: 899-916 - [c26]Guanhong Tao, Shengwei An, Siyuan Cheng, Guangyu Shen, Xiangyu Zhang:
Hard-label Black-box Universal Adversarial Patch Attack. USENIX Security Symposium 2023: 697-714 - [c25]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: 2365-2382 - [i22]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 abs/2301.06241 (2023) - [i21]Rui Zhu, Di Tang, Siyuan Tang, Guanhong Tao, Shiqing Ma, XiaoFeng Wang, Haixu Tang:
Gradient Shaping: Enhancing Backdoor Attack Against Reverse Engineering. CoRR abs/2301.12318 (2023) - [i20]Zhiyuan Cheng, James Liang, Guanhong Tao, Dongfang Liu
, Xiangyu Zhang:
Adversarial Training of Self-supervised Monocular Depth Estimation against Physical-World Attacks. CoRR abs/2301.13487 (2023) - [i19]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 abs/2303.15180 (2023) - [i18]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 abs/2304.14614 (2023) - [i17]Weisong Sun, Yuchen Chen, Guanhong Tao, Chunrong Fang, Xiangyu Zhang, Quanjun Zhang, Bin Luo:
Backdooring Neural Code Search. CoRR abs/2305.17506 (2023) - [i16]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 abs/2308.02122 (2023) - [i15]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 abs/2308.15449 (2023) - [i14]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 abs/2312.00050 (2023) - [i13]Zhuo Zhang, Guangyu Shen, Guanhong Tao, Siyuan Cheng, Xiangyu Zhang:
Make Them Spill the Beans! Coercive Knowledge Extraction from (Production) LLMs. CoRR abs/2312.04782 (2023) - 2022
- [c24]Xiangzhe Xu, Hongyu Liu, Guanhong Tao, Zhou Xuan, Xiangyu Zhang:
Checkpointing and deterministic training for deep learning. CAIN 2022: 65-76 - [c23]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: 13358-13368 - [c22]Yingqi Liu, Guangyu Shen, Guanhong Tao, Zhenting Wang, Shiqing Ma, Xiangyu Zhang:
Complex Backdoor Detection by Symmetric Feature Differencing. CVPR 2022: 14983-14993 - [c21]Qiuling Xu, Guanhong Tao, Xiangyu Zhang:
Bounded Adversarial Attack on Deep Content Features. CVPR 2022: 15182-15191 - [c20]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: 514-532 - [c19]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: 19879-19892 - [c18]Weisong Sun, Chunrong Fang
, Yuchen Chen, Guanhong Tao, Tingxu Han, Quanjun Zhang:
Code Search based on Context-aware Code Translation. ICSE 2022: 388-400 - [c17]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 - [c16]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: 1173-1184 - [c15]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. SP 2022: 1372-1389 - [c14]Yingqi Liu, Guangyu Shen, Guanhong Tao, Shengwei An, Shiqing Ma, Xiangyu Zhang:
Piccolo: Exposing Complex Backdoors in NLP Transformer Models. SP 2022: 2025-2042 - [i12]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 abs/2202.05749 (2022) - [i11]Weisong Sun, Chunrong Fang, Yuchen Chen, Guanhong Tao, Tingxu Han, Quanjun Zhang:
Code Search based on Context-aware Code Translation. CoRR abs/2202.08029 (2022) - [i10]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 abs/2206.07245 (2022) - [i9]Guanhong Tao, Yingqi Liu, Siyuan Cheng, Shengwei An, Zhuo Zhang, Qiuling Xu, Guangyu Shen, Xiangyu Zhang:
DECK: Model Hardening for Defending Pervasive Backdoors. CoRR abs/2206.09272 (2022) - [i8]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 abs/2207.04718 (2022) - [i7]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 abs/2210.12873 (2022) - [i6]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 abs/2211.15929 (2022) - 2021
- [c13]Qiuling Xu, Guanhong Tao, Siyuan Cheng, Xiangyu Zhang:
Towards Feature Space Adversarial Attack by Style Perturbation. AAAI 2021: 10523-10531 - [c12]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: 9525-9536 - [c11]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 - [c10]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. SP 2021: 659-676 - [c9]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. SP 2021: 813-832 - [i5]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 abs/2102.05123 (2021) - [i4]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 abs/2103.08820 (2021) - 2020
- [c8]Guanhong Tao, Shiqing Ma, Yingqi Liu, Qiuling Xu, Xiangyu Zhang:
TRADER: trace divergence analysis and embedding regulation for debugging recurrent neural networks. ICSE 2020: 986-998 - [c7]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: 1359-1371 - [c6]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: 775-787 - [i3]Qiuling Xu, Guanhong Tao, Siyuan Cheng, Lin Tan, Xiangyu Zhang:
Towards Feature Space Adversarial Attack. CoRR abs/2004.12385 (2020) - [i2]Qiuling Xu, Guanhong Tao, Xiangyu Zhang:
D-square-B: Deep Distribution Bound for Natural-looking Adversarial Attack. CoRR abs/2006.07258 (2020)
2010 – 2019
- 2019
- [j2]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): 137:1-137:31 (2019) - [c5]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: 1265-1282 - [c4]Shiqing Ma, Yingqi Liu, Guanhong Tao, Wen-Chuan Lee, Xiangyu Zhang:
NIC: Detecting Adversarial Samples with Neural Network Invariant Checking. NDSS 2019 - 2018
- [j1]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): 355-369 (2018) - [c3]Yousra Aafer, Guanhong Tao, Jianjun Huang, Xiangyu Zhang, Ninghui Li:
Precise Android API Protection Mapping Derivation and Reasoning. CCS 2018: 1151-1164 - [c2]Guanhong Tao, Shiqing Ma, Yingqi Liu, Xiangyu Zhang:
Attacks Meet Interpretability: Attribute-steered Detection of Adversarial Samples. NeurIPS 2018: 7728-7739 - [i1]Guanhong Tao, Shiqing Ma, Yingqi Liu, Xiangyu Zhang:
Attacks Meet Interpretability: Attribute-steered Detection of Adversarial Samples. CoRR abs/1810.11580 (2018) - 2016
- [c1]Jingke Meng, Zibin Zheng
, Guanhong Tao, Xuanzhe Liu:
User-Specific Rating Prediction for Mobile Applications via Weight-Based Matrix Factorization. ICWS 2016: 728-731
Coauthor Index
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