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ORCIDSiyuan Cheng 0005
Person information
- affiliation: Purdue University, Department of Computer Science, West Lafayette, IN, USA
Other persons with the same name
- Siyuan Cheng 0001
![[0000-0002-9910-0241]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0002-9910-0241")
(aka: Si-Yuan Cheng) — Beijing Institute of Technology, School of Automation, China - Siyuan Cheng 0002 — Guangdong University of Technology, School of Electromechanical Engineering / Guangzhou Higher Education Mega Center, China
- Siyuan Cheng 0003 — Dalian University, College of Information Engineering, China
- Siyuan Cheng 0004 — Jilin University, College of Geo-Exploration Science and Technology, Changchun, China (and 1 more)
- Siyuan Cheng 0006 — Shanghai Jiao Tong University, Shanghai, China
- Siyuan Cheng 0007 — Chinese Academy of Sciences, Institute of Computing Technology, Beijing, China
- Siyuan Cheng 0008 — Zhejiang University, School of Software Technology, China
- Siyuan Cheng 0009 — Space Star Technology, Beijing, China
- Siyuan Cheng 0010 — State Grid Hebei Information and Communications Technology Company, Shijiazhuang, China
- Siyuan Cheng 0011 — Tianjin University, Key Laboratory of Port and Ocean Engineering, State Key Laboratory of Hydraulic Engineering Simulation and Safety, China
- Siyuan Cheng 0012 — Huawei Technologies, Noah's Ark Lab, China
- Siyuan Cheng 0013 — Toyo University, Kawagoe, Japan
- Siyuan Cheng 0014 — Capital Normal University, College of Resource Environment and Tourism, Beijing, China
- Siyuan Cheng 0015 — Ningbo University, Faculty of Electrical Engineering and Computer Science, China (and 1 more)
- Siyuan Cheng 0016 — Wuhan University of Technology, China
- Siyuan Cheng 0017 — Beijing China-Power Information Technology Co., Ltd., China
- Siyuan Cheng 0018 — University of Chicago, IL, USA
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2020 – today
- 2024
[c18]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- [c17]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 - [c16]Zhuo Zhang, Guangyu Shen, Guanhong Tao, Siyuan Cheng, Xiangyu Zhang:
On Large Language Models' Resilience to Coercive Interrogation. SP 2024: 826-844 - [c15]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 - [c14]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 - [c13]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]Shiwei Feng, Yapeng Ye, Qingkai Shi, Zhiyuan Cheng, Xiangzhe Xu, Siyuan Cheng, Hongjun Choi, Xiangyu Zhang:
ROCAS: Root Cause Analysis of Autonomous Driving Accidents via Cyber-Physical Co-mutation. CoRR abs/2409.07774 (2024) - [i13]Shiwei Feng, Xuan Chen, Zhiyuan Cheng, Zikang Xiong, Yifei Gao, Siyuan Cheng, Sayali Kate, Xiangyu Zhang:
DIGIMON: Diagnosis and Mitigation of Sampling Skew for Reinforcement Learning based Meta-Planner in Robot Navigation. CoRR abs/2409.10832 (2024) - 2023
- [c12]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 - [c11]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 - [c10]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 - [c9]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 - [c8]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 - [c7]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 - [c6]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 - [c5]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 - [c4]Guanhong Tao, Shengwei An, Siyuan Cheng, Guangyu Shen, Xiangyu Zhang:
Hard-label Black-box Universal Adversarial Patch Attack. USENIX Security Symposium 2023: 697-714 - [i12]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) - [i11]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) - [i10]Xiangzhe Xu, Zhuo Zhang, Shiwei Feng, Yapeng Ye, Zian Su, Nan Jiang, Siyuan Cheng, Lin Tan, Xiangyu Zhang:
LmPa: Improving Decompilation by Synergy of Large Language Model and Program Analysis. CoRR abs/2306.02546 (2023) - [i9]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) - [i8]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) - [i7]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
- [i6]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) - [i5]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) - [i4]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
- [c3]Siyuan Cheng, Yingqi Liu, Shiqing Ma, Xiangyu Zhang:
Deep Feature Space Trojan Attack of Neural Networks by Controlled Detoxification. AAAI 2021: 1148-1156 - [c2]Qiuling Xu, Guanhong Tao, Siyuan Cheng, Xiangyu Zhang:
Towards Feature Space Adversarial Attack by Style Perturbation. AAAI 2021: 10523-10531 - [c1]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 - [i3]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) - 2020
- [i2]Qiuling Xu, Guanhong Tao, Siyuan Cheng, Lin Tan, Xiangyu Zhang:
Towards Feature Space Adversarial Attack. CoRR abs/2004.12385 (2020) - [i1]Siyuan Cheng, Yingqi Liu, Shiqing Ma, Xiangyu Zhang:
Deep Feature Space Trojan Attack of Neural Networks by Controlled Detoxification. CoRR abs/2012.11212 (2020)
Coauthor Index
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