Boheng Li

1. Nearest is Not Dearest: Towards Practical Defense against Quantization-conditioned Backdoor Attacks
   2024/05/21 by Boheng Li, Yishuo Cai, Li, Boheng +8 · 6 citations
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Brain Metastases and Treatment #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Security and Verification in Computing
2. Towards Label-Only Membership Inference Attack against Pre-trained Large Language Models
   2025/02/26 by Yu He, He, Yu, Boheng Li +14 · 9 citations
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Topic Modeling
3. Towards Reliable Verification of Unauthorized Data Usage in Personalized Text-to-Image Diffusion Models
   2024/10/14 by Boheng Li, Yanhao Wei, Li, Boheng +13 · 3 citations
   Computer Science · #Advanced Data Compression Techniques #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences
4. What can Discriminator do? Towards Box-free Ownership Verification of Generative Adversarial Network
   2023/07/29 by Ziheng Huang, Huang, Ziheng, Boheng Li +13 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #Physical Unclonable Functions (PUFs) and Hardware Security
5. Towards Resilient Safety-driven Unlearning for Diffusion Models against Downstream Fine-tuning
   2025/07/22 by Boheng Li, Renjie Gu, Li, Boheng +13 · 2 citations
   Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Image Enhancement Techniques
6. DATABench: Evaluating Dataset Auditing in Deep Learning from an Adversarial Perspective
   2025/07/08 by Shuo Shao, Yiming Li, Shao, Shuo +16 · 5 citations
   Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)