arXiv preprint 2025Agentic Privacy-Preserving Machine LearningMengyu Zhang, Zhuotao Liu†, Jingwen Huang, Xuanqi Liu† Corresponding authorPaper ↗ Abstract →
NDSS 2024Pencil: Private and Extensible Collaborative Learning without Non-Colluding AssumptionXuanqi Liu, Zhuotao Liu†, Qi Li, Ke Xu, Mingwei Xu† Corresponding authorPaper ↗ Abstract →
arXiv preprint 2023LLMs can understand encrypted prompt: Towards privacy-computing friendly transformersXuanqi Liu, Zhuotao LiuPaper ↗ Preprint ↗ Abstract →