Xu, Guowen
- Physical Backdoor Attacks to Lane Detection Systems in Autonomous Driving
2022/03/02 by Xingshuo Han, Han, Xingshuo, Guowen Xu +9 · 9 citations
Computer Science · Pharmacology, Toxicology and Pharmaceutics · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Forensic Toxicology and Drug Analysis
- A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment
2025/04/22 by Kun Wang, Wang, Kun, Guibin Zhang +193 · 30 citations
Computer Science · Health Professions · Medicine · #Adversarial Robustness in Machine Learning #Occupational Health and Safety Research #Artificial Intelligence in Healthcare and Education
- MPMA: Preference Manipulation Attack Against Model Context Protocol
2025/05/16 by Zihan Wang, Wang, Zihan, Rui Zhang +13 · 11 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Topic Modeling
- Security Analysis of WiFi-based Sensing Systems: Threats from Perturbation Attacks
2024/04/24 by Cao, Hangcheng, Huang, Wenbin, Xu, Guowen +5 · 4 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- CLAD: Robust Audio Deepfake Detection Against Manipulation Attacks with Contrastive Learning
2024/04/24 by Haolin Wu, Wu, Haolin, Jing Chen +13 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
- SmartCooper: Vehicular Collaborative Perception with Adaptive Fusion and Judger Mechanism
2024/02/01 by Yuang Zhang, Zhang, Yuang, Haonan An +11 · 2 citations
Engineering · #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Transportation and Mobility Innovations #Vehicular Ad Hoc Networks (VANETs)
- Rethinking Membership Inference Attacks Against Transfer Learning
2025/01/20 by Cong Wu, Jing Chen, Wu, Cong +15 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling #Machine Learning in Healthcare
- CP-Guard: Malicious Agent Detection and Defense in Collaborative Bird's Eye View Perception
2024/12/16 by Senkang Hu, Hu, Senkang, Yihang Tao +11 · 3 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Hercules: Boosting the Performance of Privacy-preserving Federated Learning
2022/07/11 by Xu, Guowen, Han, Xingshuo, Xu, Shengmin +4 · 1 citation
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Privacy-preserving Decentralized Deep Learning with Multiparty Homomorphic Encryption
2022/07/11 by Guowen Xu, Xu, Guowen, Guanlin Li +7 · 1 citation
Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Stochastic Gradient Optimization Techniques
- Backdoor Attacks against Image-to-Image Networks
2024/07/15 by Wenbo Jiang, Jiang, Wenbo, Hongwei Li +11 · 2 citations
Computer Science · #Physical Unclonable Functions (PUFs) and Hardware Security #Security in Wireless Sensor Networks #Advanced Steganography and Watermarking Techniques
- Extracting Cloud-based Model with Prior Knowledge
2023/06/07 by Shiqian Zhao, Zhao, Shiqian, Kangjie Chen +11 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Network Security and Intrusion Detection
- The Ripple Effect: On Unforeseen Complications of Backdoor Attacks
2025/05/16 by Rui Zhang, Yun Shen, Zhang, Rui +13 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling #Advanced Malware Detection Techniques
- Channel-Aware Throughput Maximization for Cooperative Data Fusion in CAV
2024/10/06 by An, Haonan, Fang, Zhengru, Zhang, Yuang +4 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences