Private AI

Swift: Fast Secure Neural Network Inference with Fully Homomorphic Encryption

Yu Fu, Yu Tong, Yijing Ning, Tianshi Xu, Meng Li, Jingqiang Lin, Dengguo Feng

Alchemist: A Unified Accelerator Architecture for Cross-Scheme Fully Homomorphic Encryption

Jianan Mu, Husheng Han, Shangyi Shi, Jing Ye, Zizhen Liu, Shengwen Liang, Meng Li, Mingzhe Zhang, Song Bian, Xing Hu, Huaiwei Li, Xiaowei Li

FastQuery: Communication-efficient Embedding Table Query for Private LLMs inference

Chenqi Lin, Tianshi Xu, Zebin Yang, Meng Li, Runsheng Wang, Ru Huang

var dimensionValue = 'SOME_DIMENSION_VALUE'; ga('set', 'dimension1', dimensionValue);