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@article{DBLP:journals/fgcs/WangMLC24,
author = {Sheng{-}Kai Wang and
Shang{-}Pin Ma and
Guan{-}Hong Lai and
Chen{-}Hao Chao},
title = {ChatOps for microservice systems: {A} low-code approach using service
composition and large language models},
journal = {Future Gener. Comput. Syst.},
volume = {161},
pages = {518--530},
year = {2024}
}
@article{DBLP:journals/sensors/ChenDSWZZL24,
author = {Yanping Chen and
Chong Deng and
Qiang Sun and
Zhize Wu and
Le Zou and
Guanhong Zhang and
Wenbo Li},
title = {Lightweight Detection Methods for Insulator Self-Explosion Defects},
journal = {Sensors},
volume = {24},
number = {1},
pages = {290},
year = {2024}
}
@article{DBLP:journals/tosem/SunFCZTYHGHLC24,
author = {Weisong Sun and
Chunrong Fang and
Yuchen Chen and
Quanjun Zhang and
Guanhong Tao and
Yudu You and
Tingxu Han and
Yifei Ge and
Yuling Hu and
Bin Luo and
Zhenyu Chen},
title = {An Extractive-and-Abstractive Framework for Source Code Summarization},
journal = {{ACM} Trans. Softw. Eng. Methodol.},
volume = {33},
number = {3},
pages = {75:1--75:39},
year = {2024}
}
@inproceedings{DBLP:conf/aaai/AnC0X0S0MCHZ24,
author = {Shengwei An and
Sheng{-}Yen Chou and
Kaiyuan Zhang and
Qiuling Xu and
Guanhong Tao and
Guangyu Shen and
Siyuan Cheng and
Shiqing Ma and
Pin{-}Yu Chen and
Tsung{-}Yi Ho and
Xiangyu Zhang},
title = {Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution
Shift},
booktitle = {{AAAI}},
pages = {10847--10855},
publisher = {{AAAI} Press},
year = {2024}
}
@inproceedings{DBLP:conf/cvpr/00050LSA0X0M024,
author = {Siyuan Cheng and
Guanhong Tao and
Yingqi Liu and
Guangyu Shen and
Shengwei An and
Shiwei Feng and
Xiangzhe Xu and
Kaiyuan Zhang and
Shiqing Ma and
Xiangyu Zhang},
title = {Lotus: Evasive and Resilient Backdoor Attacks through Sub-Partitioning},
booktitle = {{CVPR}},
pages = {24798--24809},
publisher = {{IEEE}},
year = {2024}
}
@inproceedings{DBLP:conf/iclr/0010C0L0LZ024,
author = {Zhiyuan Cheng and
Hongjun Choi and
Shiwei Feng and
James Chenhao Liang and
Guanhong Tao and
Dongfang Liu and
Michael Zuzak and
Xiangyu Zhang},
title = {Fusion Is Not Enough: Single Modal Attacks on Fusion Models for 3D
Object Detection},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2024}
}
@inproceedings{DBLP:conf/mir/WuZQC024,
author = {Ruihai Wu and
Yourong Zhang and
Yu Qi and
Andy Guanhong Chen and
Hao Dong},
title = {Pattern4Ego: Learning Egocentric Video Representation Using Cross-video
Activity Patterns},
booktitle = {{ICMR}},
pages = {785--794},
publisher = {{ACM}},
year = {2024}
}
@inproceedings{DBLP:conf/sp/ChengSTZZAXLMZ24,
author = {Siyuan Cheng and
Guangyu Shen and
Guanhong Tao and
Kaiyuan Zhang and
Zhuo Zhang and
Shengwei An and
Xiangzhe Xu and
Yingqi Li and
Shiqing Ma and
Xiangyu Zhang},
title = {OdScan: Backdoor Scanning for Object Detection Models},
booktitle = {{SP}},
pages = {1703--1721},
publisher = {{IEEE}},
year = {2024}
}
@inproceedings{DBLP:conf/sp/ZhangCSTAMMZ24,
author = {Kaiyuan Zhang and
Siyuan Cheng and
Guangyu Shen and
Guanhong Tao and
Shengwei An and
Anuran Makur and
Shiqing Ma and
Xiangyu Zhang},
title = {Exploring the Orthogonality and Linearity of Backdoor Attacks},
booktitle = {{SP}},
pages = {2105--2123},
publisher = {{IEEE}},
year = {2024}
}
@inproceedings{DBLP:conf/sp/ZhangSTCZ24,
author = {Zhuo Zhang and
Guangyu Shen and
Guanhong Tao and
Siyuan Cheng and
Xiangyu Zhang},
title = {On Large Language Models' Resilience to Coercive Interrogation},
booktitle = {{SP}},
pages = {826--844},
publisher = {{IEEE}},
year = {2024}
}
@inproceedings{DBLP:conf/uss/AnY0S0X0024,
author = {Shengwei An and
Lu Yan and
Siyuan Cheng and
Guangyu Shen and
Kaiyuan Zhang and
Qiuling Xu and
Guanhong Tao and
Xiangyu Zhang},
title = {Rethinking the Invisible Protection against Unauthorized Image Usage
in Stable Diffusion},
booktitle = {{USENIX} Security Symposium},
publisher = {{USENIX} Association},
year = {2024}
}
@article{DBLP:journals/corr/abs-2401-00905,
author = {Guanhong Tao and
Siyuan Cheng and
Zhuo Zhang and
Junmin Zhu and
Guangyu Shen and
Xiangyu Zhang},
title = {Opening {A} Pandora's Box: Things You Should Know in the Era of Custom
GPTs},
journal = {CoRR},
volume = {abs/2401.00905},
year = {2024}
}
@article{DBLP:journals/corr/abs-2402-05467,
author = {Guangyu Shen and
Siyuan Cheng and
Kaiyuan Zhang and
Guanhong Tao and
Shengwei An and
Lu Yan and
Zhuo Zhang and
Shiqing Ma and
Xiangyu Zhang},
title = {Rapid Optimization for Jailbreaking LLMs via Subconscious Exploitation
and Echopraxia},
journal = {CoRR},
volume = {abs/2402.05467},
year = {2024}
}
@article{DBLP:journals/corr/abs-2403-17188,
author = {Siyuan Cheng and
Guanhong Tao and
Yingqi Liu and
Guangyu Shen and
Shengwei An and
Shiwei Feng and
Xiangzhe Xu and
Kaiyuan Zhang and
Shiqing Ma and
Xiangyu Zhang},
title = {{LOTUS:} Evasive and Resilient Backdoor Attacks through Sub-Partitioning},
journal = {CoRR},
volume = {abs/2403.17188},
year = {2024}
}
@article{DBLP:journals/corr/abs-2407-11372,
author = {Siyuan Cheng and
Guangyu Shen and
Kaiyuan Zhang and
Guanhong Tao and
Shengwei An and
Hanxi Guo and
Shiqing Ma and
Xiangyu Zhang},
title = {{UNIT:} Backdoor Mitigation via Automated Neural Distribution Tightening},
journal = {CoRR},
volume = {abs/2407.11372},
year = {2024}
}
@article{DBLP:journals/access/TangFCN23,
author = {Ke Tang and
Sidun Fang and
Guanhong Chen and
Tao Niu},
title = {Unit Maintenance Strategy Considering the Uncertainty of Energy Intensive
Load and Wind Power Under the Carbon Peak and Carbon Neutral Target},
journal = {{IEEE} Access},
volume = {11},
pages = {38819--38827},
year = {2023}
}
@article{DBLP:journals/sensors/HungCLCJKPTLY23,
author = {Tun{-}Yao Hung and
Guan{-}Hong Chen and
Yuan{-}Zeng Lin and
Chi{-}Wai Chow and
Yin{-}He Jian and
Pin{-}Cheng Kuo and
Ching{-}Wei Peng and
Jui{-}Feng Tsai and
Yang Liu and
Chien{-}Hung Yeh},
title = {Wideband and Channel Switchable Mode Division Multiplexing {(MDM)}
Optical Power Divider Supporting 7.682 Tbit/s for On-Chip Optical
Interconnects},
journal = {Sensors},
volume = {23},
number = {2},
pages = {711},
year = {2023}
}
@article{DBLP:journals/sensors/KuoCLGHJCPLY23,
author = {Pin{-}Cheng Kuo and
Chi{-}Wai Chow and
Yuan{-}Zeng Lin and
Wahyu Hendra Gunawan and
Tun{-}Yao Hung and
Yin{-}He Jian and
Guan{-}Hong Chen and
Ching{-}Wei Peng and
Yang Liu and
Chien{-}Hung Yeh},
title = {Design Consideration, Numerical and Experimental Analyses of Mode-Division-Multiplexed
{(MDM)} Silicon Photonics Integrated Circuit with Sharp Bends},
journal = {Sensors},
volume = {23},
number = {6},
pages = {2965},
year = {2023}
}
@inproceedings{DBLP:conf/acl/SunCTF0Z023,
author = {Weisong Sun and
Yuchen Chen and
Guanhong Tao and
Chunrong Fang and
Xiangyu Zhang and
Quanjun Zhang and
Bin Luo},
title = {Backdooring Neural Code Search},
booktitle = {{ACL} {(1)}},
pages = {9692--9708},
publisher = {Association for Computational Linguistics},
year = {2023}
}
@inproceedings{DBLP:conf/aibdf/JiCC23,
author = {Jun Ji and
Jian Cui and
Guanhong Cheng},
title = {Design of Industrial Internet Cloud Platform System Based on Layout
Application},
booktitle = {{AIBDF}},
pages = {279--282},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/chi/LiuDCWWDCYXM23,
author = {Guanhong Liu and
Sharon Xianghua Ding and
Jinghe Cai and
Weiyun Wang and
Xinyue Wang and
Yuting Diao and
Jin Chen and
Tianyu Yu and
Haiqing Xu and
Haipeng Mi},
title = {Digital Making for Inheritance and Enlivening Intangible Cultural
Heritage: {A} Case of Hairy Monkey Handicrafts},
booktitle = {{CHI}},
pages = {635:1--635:17},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/cvpr/0002T0SXL0M023,
author = {Shiwei Feng and
Guanhong Tao and
Siyuan Cheng and
Guangyu Shen and
Xiangzhe Xu and
Yingqi Liu and
Kaiyuan Zhang and
Shiqing Ma and
Xiangyu Zhang},
title = {Detecting Backdoors in Pre-trained Encoders},
booktitle = {{CVPR}},
pages = {16352--16362},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/cvpr/XuTHLAS0023,
author = {Qiuling Xu and
Guanhong Tao and
Jean Honorio and
Yingqi Liu and
Shengwei An and
Guangyu Shen and
Siyuan Cheng and
Xiangyu Zhang},
title = {{MEDIC:} Remove Model Backdoors via Importance Driven Cloning},
booktitle = {{CVPR}},
pages = {20485--20494},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/icebe/WangMCL23,
author = {Sheng{-}Kai Wang and
Shang{-}Pin Ma and
Chen{-}Hao Chao and
Guan{-}Hong Lai},
title = {Low-code ChatOps for Microservices Systems Using Service Composition},
booktitle = {{ICEBE}},
pages = {55--62},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/iclr/0002TX0AL0SCM023,
author = {Kaiyuan Zhang and
Guanhong Tao and
Qiuling Xu and
Siyuan Cheng and
Shengwei An and
Yingqi Liu and
Shiwei Feng and
Guangyu Shen and
Pin{-}Yu Chen and
Shiqing Ma and
Xiangyu Zhang},
title = {{FLIP:} {A} Provable Defense Framework for Backdoor Mitigation in
Federated Learning},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2023}
}
@inproceedings{DBLP:conf/iclr/0010LTL023,
author = {Zhiyuan Cheng and
James Liang and
Guanhong Tao and
Dongfang Liu and
Xiangyu Zhang},
title = {Adversarial Training of Self-supervised Monocular Depth Estimation
against Physical-World Attacks},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2023}
}
@inproceedings{DBLP:conf/issta/Xu0YSS0TS0023,
author = {Xiangzhe Xu and
Shiwei Feng and
Yapeng Ye and
Guangyu Shen and
Zian Su and
Siyuan Cheng and
Guanhong Tao and
Qingkai Shi and
Zhuo Zhang and
Xiangyu Zhang},
title = {Improving Binary Code Similarity Transformer Models by Semantics-Driven
Instruction Deemphasis},
booktitle = {{ISSTA}},
pages = {1106--1118},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/ndss/0005TLAX0S0XM023,
author = {Siyuan Cheng and
Guanhong Tao and
Yingqi Liu and
Shengwei An and
Xiangzhe Xu and
Shiwei Feng and
Guangyu Shen and
Kaiyuan Zhang and
Qiuling Xu and
Shiqing Ma and
Xiangyu Zhang},
title = {{BEAGLE:} Forensics of Deep Learning Backdoor Attack for Better Defense},
booktitle = {{NDSS}},
publisher = {The Internet Society},
year = {2023}
}
@inproceedings{DBLP:conf/nips/Chen000S23,
author = {Xuan Chen and
Wenbo Guo and
Guanhong Tao and
Xiangyu Zhang and
Dawn Song},
title = {{BIRD:} Generalizable Backdoor Detection and Removal for Deep Reinforcement
Learning},
booktitle = {NeurIPS},
year = {2023}
}
@inproceedings{DBLP:conf/nips/Shen000LAM023,
author = {Guangyu Shen and
Siyuan Cheng and
Guanhong Tao and
Kaiyuan Zhang and
Yingqi Liu and
Shengwei An and
Shiqing Ma and
Xiangyu Zhang},
title = {Django: Detecting Trojans in Object Detection Models via Gaussian
Focus Calibration},
booktitle = {NeurIPS},
year = {2023}
}
@inproceedings{DBLP:conf/nips/WangC0W023,
author = {Hongcheng Wang and
Andy Guan Hong Chen and
Xiaoqi Li and
Mingdong Wu and
Hao Dong},
title = {Find What You Want: Learning Demand-conditioned Object Attribute Space
for Demand-driven Navigation},
booktitle = {NeurIPS},
year = {2023}
}
@inproceedings{DBLP:conf/nips/Yan000CSZ23,
author = {Lu Yan and
Zhuo Zhang and
Guanhong Tao and
Kaiyuan Zhang and
Xuan Chen and
Guangyu Shen and
Xiangyu Zhang},
title = {ParaFuzz: An Interpretability-Driven Technique for Detecting Poisoned
Samples in {NLP}},
booktitle = {NeurIPS},
year = {2023}
}
@inproceedings{DBLP:conf/sigsoft/XuX0CYS0Y0023,
author = {Xiangzhe Xu and
Zhou Xuan and
Shiwei Feng and
Siyuan Cheng and
Yapeng Ye and
Qingkai Shi and
Guanhong Tao and
Le Yu and
Zhuo Zhang and
Xiangyu Zhang},
title = {{PEM:} Representing Binary Program Semantics for Similarity Analysis
via a Probabilistic Execution Model},
booktitle = {{ESEC/SIGSOFT} {FSE}},
pages = {401--412},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/sp/AnYXMTCZLSKZ23,
author = {Shengwei An and
Yuan Yao and
Qiuling Xu and
Shiqing Ma and
Guanhong Tao and
Siyuan Cheng and
Kaiyuan Zhang and
Yingqi Liu and
Guangyu Shen and
Ian Kelk and
Xiangyu Zhang},
title = {ImU: Physical Impersonating Attack for Face Recognition System with
Natural Style Changes},
booktitle = {{SP}},
pages = {899--916},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/uss/TaoA0S023,
author = {Guanhong Tao and
Shengwei An and
Siyuan Cheng and
Guangyu Shen and
Xiangyu Zhang},
title = {Hard-label Black-box Universal Adversarial Patch Attack},
booktitle = {{USENIX} Security Symposium},
pages = {697--714},
publisher = {{USENIX} Association},
year = {2023}
}
@article{DBLP:journals/corr/abs-2301-06241,
author = {Siyuan Cheng and
Guanhong Tao and
Yingqi Liu and
Shengwei An and
Xiangzhe Xu and
Shiwei Feng and
Guangyu Shen and
Kaiyuan Zhang and
Qiuling Xu and
Shiqing Ma and
Xiangyu Zhang},
title = {{BEAGLE:} Forensics of Deep Learning Backdoor Attack for Better Defense},
journal = {CoRR},
volume = {abs/2301.06241},
year = {2023}
}
@article{DBLP:journals/corr/abs-2301-13487,
author = {Zhiyuan Cheng and
James Liang and
Guanhong Tao and
Dongfang Liu and
Xiangyu Zhang},
title = {Adversarial Training of Self-supervised Monocular Depth Estimation
against Physical-World Attacks},
journal = {CoRR},
volume = {abs/2301.13487},
year = {2023}
}
@article{DBLP:journals/corr/abs-2303-15180,
author = {Shiwei Feng and
Guanhong Tao and
Siyuan Cheng and
Guangyu Shen and
Xiangzhe Xu and
Yingqi Liu and
Kaiyuan Zhang and
Shiqing Ma and
Xiangyu Zhang},
title = {Detecting Backdoors in Pre-trained Encoders},
journal = {CoRR},
volume = {abs/2303.15180},
year = {2023}
}
@article{DBLP:journals/corr/abs-2304-14614,
author = {Zhiyuan Cheng and
Hongjun Choi and
James Liang and
Shiwei Feng and
Guanhong Tao and
Dongfang Liu and
Michael Zuzak and
Xiangyu Zhang},
title = {Fusion is Not Enough: Single-Modal Attacks to Compromise Fusion Models
in Autonomous Driving},
journal = {CoRR},
volume = {abs/2304.14614},
year = {2023}
}
@article{DBLP:journals/corr/abs-2305-17506,
author = {Weisong Sun and
Yuchen Chen and
Guanhong Tao and
Chunrong Fang and
Xiangyu Zhang and
Quanjun Zhang and
Bin Luo},
title = {Backdooring Neural Code Search},
journal = {CoRR},
volume = {abs/2305.17506},
year = {2023}
}
@article{DBLP:journals/corr/abs-2308-02122,
author = {Lu Yan and
Zhuo Zhang and
Guanhong Tao and
Kaiyuan Zhang and
Xuan Chen and
Guangyu Shen and
Xiangyu Zhang},
title = {ParaFuzz: An Interpretability-Driven Technique for Detecting Poisoned
Samples in {NLP}},
journal = {CoRR},
volume = {abs/2308.02122},
year = {2023}
}
@article{DBLP:journals/corr/abs-2308-15449,
author = {Xiangzhe Xu and
Zhou Xuan and
Shiwei Feng and
Siyuan Cheng and
Yapeng Ye and
Qingkai Shi and
Guanhong Tao and
Le Yu and
Zhuo Zhang and
Xiangyu Zhang},
title = {{PEM:} Representing Binary Program Semantics for Similarity Analysis
via a Probabilistic Execution Model},
journal = {CoRR},
volume = {abs/2308.15449},
year = {2023}
}
@article{DBLP:journals/corr/abs-2309-08138,
author = {Hongcheng Wang and
Andy Guan Hong Chen and
Xiaoqi Li and
Mingdong Wu and
Hao Dong},
title = {Find What You Want: Learning Demand-conditioned Object Attribute Space
for Demand-driven Navigation},
journal = {CoRR},
volume = {abs/2309.08138},
year = {2023}
}
@article{DBLP:journals/corr/abs-2312-00050,
author = {Shengwei An and
Sheng{-}Yen Chou and
Kaiyuan Zhang and
Qiuling Xu and
Guanhong Tao and
Guangyu Shen and
Siyuan Cheng and
Shiqing Ma and
Pin{-}Yu Chen and
Tsung{-}Yi Ho and
Xiangyu Zhang},
title = {Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution
Shift},
journal = {CoRR},
volume = {abs/2312.00050},
year = {2023}
}
@article{DBLP:journals/corr/abs-2312-04782,
author = {Zhuo Zhang and
Guangyu Shen and
Guanhong Tao and
Siyuan Cheng and
Xiangyu Zhang},
title = {Make Them Spill the Beans! Coercive Knowledge Extraction from (Production)
LLMs},
journal = {CoRR},
volume = {abs/2312.04782},
year = {2023}
}
@article{DBLP:journals/imwut/YanZWLLZMSCTZW22,
author = {Zihan Yan and
Jiayi Zhou and
Yufei Wu and
Guanhong Liu and
Danli Luo and
Zihong Zhou and
Haipeng Mi and
Lingyun Sun and
Xiang 'Anthony' Chen and
Ye Tao and
Yang Zhang and
Guanyun Wang},
title = {Shoes++: {A} Smart Detachable Sole for Social Foot-to-foot Interaction},
journal = {Proc. {ACM} Interact. Mob. Wearable Ubiquitous Technol.},
volume = {6},
number = {2},
pages = {85:1--85:29},
year = {2022}
}
@inproceedings{DBLP:conf/cogsci/ChengLH22,
author = {Taijun Cheng and
Guanhong Li and
Takashi Hashimoto},
title = {Play as intuitive modelling for fostering creativity in interacion},
booktitle = {CogSci},
publisher = {cognitivesciencesociety.org},
year = {2022}
}
@inproceedings{DBLP:conf/eccv/ChengLCTCLZ22,
author = {Zhiyuan Cheng and
James Liang and
Hongjun Choi and
Guanhong Tao and
Zhiwen Cao and
Dongfang Liu and
Xiangyu Zhang},
title = {Physical Attack on Monocular Depth Estimation with Optimal Adversarial
Patches},
booktitle = {{ECCV} {(38)}},
series = {Lecture Notes in Computer Science},
volume = {13698},
pages = {514--532},
publisher = {Springer},
year = {2022}
}
@inproceedings{DBLP:conf/iceccs/CherL22,
author = {Guanhong Chen and
Shuang Liu},
title = {Reducing Malware labeling Efforts Through Efficient Prototype Selection},
booktitle = {{ICECCS}},
pages = {17--22},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/icse/SunFCTHZ22,
author = {Weisong Sun and
Chunrong Fang and
Yuchen Chen and
Guanhong Tao and
Tingxu Han and
Quanjun Zhang},
title = {Code Search based on Context-aware Code Translation},
booktitle = {{ICSE}},
pages = {388--400},
publisher = {{ACM}},
year = {2022}
}
@inproceedings{DBLP:conf/ml4cs/ChenZW22,
author = {Tingting Chen and
Guanhong Zhang and
Tong Wu},
title = {Fault Detection of Rolling Bearings by Using a Combination Network
Model},
booktitle = {{ML4CS} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {13656},
pages = {390--399},
publisher = {Springer},
year = {2022}
}
@article{DBLP:journals/corr/abs-2201-04211,
author = {A. Adam Ding and
Samuel S. Wu and
Guanhong Miao and
Shigang Chen},
title = {Achieving Differential Privacy with Matrix Masking in Big Data},
journal = {CoRR},
volume = {abs/2201.04211},
year = {2022}
}
@article{DBLP:journals/corr/abs-2202-08029,
author = {Weisong Sun and
Chunrong Fang and
Yuchen Chen and
Guanhong Tao and
Tingxu Han and
Quanjun Zhang},
title = {Code Search based on Context-aware Code Translation},
journal = {CoRR},
volume = {abs/2202.08029},
year = {2022}
}
@article{DBLP:journals/corr/abs-2206-07245,
author = {Weisong Sun and
Chunrong Fang and
Yuchen Chen and
Quanjun Zhang and
Guanhong Tao and
Tingxu Han and
Yifei Ge and
Yudu You and
Bin Luo},
title = {An Extractive-and-Abstractive Framework for Source Code Summarization},
journal = {CoRR},
volume = {abs/2206.07245},
year = {2022}
}
@article{DBLP:journals/corr/abs-2206-09272,
author = {Guanhong Tao and
Yingqi Liu and
Siyuan Cheng and
Shengwei An and
Zhuo Zhang and
Qiuling Xu and
Guangyu Shen and
Xiangyu Zhang},
title = {{DECK:} Model Hardening for Defending Pervasive Backdoors},
journal = {CoRR},
volume = {abs/2206.09272},
year = {2022}
}
@article{DBLP:journals/corr/abs-2207-04718,
author = {Zhiyuan Cheng and
James Liang and
Hongjun Choi and
Guanhong Tao and
Zhiwen Cao and
Dongfang Liu and
Xiangyu Zhang},
title = {Physical Attack on Monocular Depth Estimation with Optimal Adversarial
Patches},
journal = {CoRR},
volume = {abs/2207.04718},
year = {2022}
}
@article{DBLP:journals/corr/abs-2210-12873,
author = {Kaiyuan Zhang and
Guanhong Tao and
Qiuling Xu and
Siyuan Cheng and
Shengwei An and
Yingqi Liu and
Shiwei Feng and
Guangyu Shen and
Pin{-}Yu Chen and
Shiqing Ma and
Xiangyu Zhang},
title = {{FLIP:} {A} Provable Defense Framework for Backdoor Mitigation in
Federated Learning},
journal = {CoRR},
volume = {abs/2210.12873},
year = {2022}
}
@article{DBLP:journals/corr/abs-2211-15929,
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Siyuan Cheng and
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Shengwei An and
Yingqi Liu and
Guangyu Shen and
Zhuo Zhang and
Yunshu Mao and
Xiangyu Zhang},
title = {Backdoor Vulnerabilities in Normally Trained Deep Learning Models},
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Guanhong Tao and
Siyuan Cheng and
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title = {Towards Feature Space Adversarial Attack by Style Perturbation},
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author = {Guangyu Shen and
Yingqi Liu and
Guanhong Tao and
Shengwei An and
Qiuling Xu and
Siyuan Cheng and
Shiqing Ma and
Xiangyu Zhang},
title = {Backdoor Scanning for Deep Neural Networks through K-Arm Optimization},
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Guanhong Chen and
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booktitle = {{ESEC/SIGSOFT} {FSE}},
pages = {1314--1325},
publisher = {{ACM}},
year = {2021}
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author = {Kuan{-}Hsien Liu and
Guan{-}Hong Chen and
Tsung{-}Jung Liu},
title = {Mix Attention Based Convolutional Neural Network for Clothing Brand
Logo Recognition and Classification},
booktitle = {{SMC}},
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publisher = {{IEEE}},
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author = {Guangyu Shen and
Yingqi Liu and
Guanhong Tao and
Shengwei An and
Qiuling Xu and
Siyuan Cheng and
Shiqing Ma and
Xiangyu Zhang},
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Guanhong Chen and
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Yang Liu},
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author = {Kuan{-}Hsien Liu and
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title = {Clothing Brand Prediction via Logo Recognition},
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publisher = {{IEEE}},
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