Lv, Peizhuo

1. MEA-Defender: A Robust Watermark against Model Extraction Attack
   2024/01/26 by Lv, Peizhuo, Ma, Hualong, Chen, Kai +6 · 5 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. DataElixir: Purifying Poisoned Dataset to Mitigate Backdoor Attacks via Diffusion Models
   2023/12/18 by Zhou, Jiachen, Lv, Peizhuo, Lan, Yibing +3 · 2 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
3. DBIA: Data-free Backdoor Injection Attack against Transformer Networks
   2021/11/22 by Peizhuo Lv, Lv, Peizhuo, Hualong Ma +11 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. SSL-WM: A Black-Box Watermarking Approach for Encoders Pre-trained by Self-supervised Learning
   2022/09/08 by Lv, Peizhuo, Li, Pan, Zhu, Shenchen +9 · 1 citation
   #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
5. PersonaMark: Personalized LLM watermarking for model protection and user attribution
   2024/09/15 by Yuehan Zhang, Peizhuo Lv, Zhang, Yuehan +13 · 2 citations
   Computer Science · Social Sciences · #Advanced Steganography and Watermarking Techniques #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy, Security, and Data Protection #User Authentication and Security Systems
6. A Measurement Study of Model Context Protocol Ecosystem
   2025/09/29 by Hechuan Guo, Guo, Hechuan, Yue Zhang +10 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #ICT in Developing Communities #Software System Performance and Reliability #Topic Modeling
7. LoRAGuard: An Effective Black-box Watermarking Approach for LoRAs
   2025/01/26 by Peizhuo Lv, Lv, Peizhuo, Yiran Xiahou +11 · 1 citation
   Computer Science · Engineering · #Advanced Steganography and Watermarking Techniques #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #Machine Learning (cs.LG) #Vehicle License Plate Recognition