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2020 – today
- 2024
[c26]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- [c25]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. CVPR 2024: 24798-24809 - [c24]Siyuan Cheng, Guangyu Shen, Kaiyuan Zhang, Guanhong Tao, Shengwei An, Hanxi Guo, Shiqing Ma, Xiangyu Zhang:
UNIT: Backdoor Mitigation via Automated Neural Distribution Tightening. ECCV (62) 2024: 262-281 - [c23]Zhuo Zhang, Guangyu Shen, Guanhong Tao, Siyuan Cheng, Xiangyu Zhang:
On Large Language Models' Resilience to Coercive Interrogation. SP 2024: 826-844 - [c22]Siyuan Cheng, Guangyu Shen, Guanhong Tao, Kaiyuan Zhang, Zhuo Zhang, Shengwei An, Xiangzhe Xu, Yingqi Li, Shiqing Ma, Xiangyu Zhang:
OdScan: Backdoor Scanning for Object Detection Models. SP 2024: 1703-1721 - [c21]Guanhong Tao, Zhenting Wang, Shiwei Feng, Guangyu Shen, Shiqing Ma, Xiangyu Zhang:
Distribution Preserving Backdoor Attack in Self-supervised Learning. SP 2024: 2029-2047 - [c20]Kaiyuan Zhang, Siyuan Cheng, Guangyu Shen, Guanhong Tao, Shengwei An, Anuran Makur, Shiqing Ma, Xiangyu Zhang:
Exploring the Orthogonality and Linearity of Backdoor Attacks. SP 2024: 2105-2123 - [c19]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 - [i18]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) - [i17]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) - [i16]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) - [i15]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) - [i14]Lu Yan, Siyuan Cheng, Xuan Chen, Kaiyuan Zhang, Guangyu Shen, Zhuo Zhang, Xiangyu Zhang:
ASPIRER: Bypassing System Prompts With Permutation-based Backdoors in LLMs. CoRR abs/2410.04009 (2024) - 2023
- [c18]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 - [c17]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 - [c16]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 - [c15]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 - [c14]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 - [c13]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 - [c12]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 - [c11]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 - [c10]Guanhong Tao, Shengwei An, Siyuan Cheng, Guangyu Shen, Xiangyu Zhang:
Hard-label Black-box Universal Adversarial Patch Attack. USENIX Security Symposium 2023: 697-714 - [c9]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 - [i13]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) - [i12]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) - [i11]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) - [i10]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) - [i9]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
- [c8]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 - [c7]Yingqi Liu, Guangyu Shen, Guanhong Tao, Zhenting Wang, Shiqing Ma, Xiangyu Zhang:
Complex Backdoor Detection by Symmetric Feature Differencing. CVPR 2022: 14983-14993 - [c6]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 - [c5]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 - [c4]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 - [c3]Yingqi Liu, Guangyu Shen, Guanhong Tao, Shengwei An, Shiqing Ma, Xiangyu Zhang:
Piccolo: Exposing Complex Backdoors in NLP Transformer Models. SP 2022: 2025-2042 - [i8]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) - [i7]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) - [i6]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) - [i5]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
- [c2]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 - [i4]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) - [i3]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
- [i2]Ziyang Tang, Xiang Liu, Guangyu Shen, Baijian Yang:
PENet: Object Detection using Points Estimation in Aerial Images. CoRR abs/2001.08247 (2020)
2010 – 2019
- 2019
- [i1]Guangyu Shen, Chengzhi Mao, Junfeng Yang, Baishakhi Ray:
Unrestricted Adversarial Attacks for Semantic Segmentation. CoRR abs/1910.02354 (2019) - 2018
- [j1]Yi Ding, Rongfeng Dong, Tian Lan, Xuerui Li, Guangyu Shen, Hao Chen, Zhiguang Qin:
Multi-modal brain tumor image segmentation based on SDAE. Int. J. Imaging Syst. Technol. 28(1): 38-47 (2018) - [c1]Guangyu Shen, Yi Ding, Tian Lan, Hao Chen, Zhiguang Qin:
Brain Tumor Segmentation Using Concurrent Fully Convolutional Networks and Conditional Random Fields. ICMIP 2018: 24-30
Coauthor Index
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last updated on 2024-12-13 20:03 CET by the dblp team
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