1 code implementation • Findings (ACL) 2021 • Xiang Yue, Minxin Du, Tianhao Wang, Yaliang Li, Huan Sun, Sherman S. M. Chow
The sanitized texts also contribute to our sanitization-aware pretraining and fine-tuning, enabling privacy-preserving natural language processing over the BERT language model with promising utility.
no code implementations • 22 Feb 2020 • Minghui Li, Sherman S. M. Chow, Shengshan Hu, Yuejing Yan, Chao Shen, Qian Wang
This paper proposes a new scheme for privacy-preserving neural network prediction in the outsourced setting, i. e., the server cannot learn the query, (intermediate) results, and the model.
no code implementations • 20 May 2014 • Pili Hu, Sherman S. M. Chow, Wing Cheong Lau
In this paper, we propose to use community detection to tackle the problem of secure friend discovery.