Search Results for author: Sherman S. M. Chow

Found 3 papers, 1 papers with code

Differential Privacy for Text Analytics via Natural Text Sanitization

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.

Language Modelling

Optimizing Privacy-Preserving Outsourced Convolutional Neural Network Predictions

no code implementations22 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.

Secure Friend Discovery via Privacy-Preserving and Decentralized Community Detection

no code implementations20 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.

Community Detection

Cannot find the paper you are looking for? You can Submit a new open access paper.