Shen, Guangyu
- Constrained Optimization with Dynamic Bound-scaling for Effective NLPBackdoor Defense
2022/02/11 by Shen, Guangyu, Liu, Yingqi, Tao, Guanhong +5 · 7 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Detecting Backdoors in Pre-trained Encoders
2023/03/23 by Shiwei Feng, Feng, Shiwei, Guanhong Tao +15 · 8 citations
Computer Science · #Adversarial Robustness in Machine Learning #Digital Media Forensic Detection
- ParaFuzz: An Interpretability-Driven Technique for Detecting Poisoned Samples in NLP
2023/08/04 by Yan Lü, Yan, Lu, Zhuo Zhang +11 · 6 citations
Computer Science · #Software Engineering Research #Topic Modeling #Adversarial Robustness in Machine Learning
- Make Them Spill the Beans! Coercive Knowledge Extraction from (Production) LLMs
2023/12/08 by Zhuo Zhang, Zhang, Zhuo, Guangyu Shen +7 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG)
- Opening A Pandora's Box: Things You Should Know in the Era of Custom GPTs
2023/12/31 by Guanhong Tao, Tao, Guanhong, Siyuan Cheng +9 · 3 citations
Computer Science · Decision Sciences · #Advanced Malware Detection Techniques #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Scientific Computing and Data Management
- Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift
2023/11/27 by An, Shengwei, Chou, Sheng-Yen, Zhang, Kaiyuan +8 · 3 citations
#Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Backdoor Scanning for Deep Neural Networks through K-Arm Optimization
2021/02/09 by Shen, Guangyu, Liu, Yingqi, Tao, Guanhong +5 · 2 citations
#Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning
2022/10/23 by Zhang, Kaiyuan, Tao, Guanhong, Xu, Qiuling +8 · 2 citations
#Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense
2023/01/16 by Siyuan Cheng, Guanhong Tao, Cheng, Siyuan +19 · 2 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Machine Learning (cs.LG)
- AdvSPADE: Realistic Unrestricted Attacks for Semantic Segmentation
2019/10/06 by Shen, Guangyu, Mao, Chengzhi, Yang, Junfeng +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning
2024/03/25 by Siyuan Cheng, Cheng, Siyuan, Guanhong Tao +17 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Network Security and Intrusion Detection
- Backdoor Vulnerabilities in Normally Trained Deep Learning Models
2022/11/29 by Guanhong Tao, Zhenting Wang, Tao, Guanhong +17 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- CodeMirage: A Multi-Lingual Benchmark for Detecting AI-Generated and Paraphrased Source Code from Production-Level LLMs
2025/05/27 by Guo, Hanxi, Cheng, Siyuan, Zhang, Kaiyuan +2 · 2 citations
#Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants
2025/08/05 by Xu, Xiangzhe, Shen, Guangyu, Su, Zian +9 · 3 citations
#Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)