Zoe L. Jiang

Securely Outsourcing ID3 Decision Tree in Cloud Computing

2018 · Wireless Communications and Mobile Computing

With the wide application of Internet of Things (IoT), a huge number of data are collected from IoT networks and are required to be processed, such as data mining. Although it is popular to outsource …

Efficient Mixed-Protocol Secure Four-Party Computation with Private Robustness

2022

Secure honest-majority four-party computation (4PC) protocol was proposed for four mutually-distrusting parties to jointly evaluate a complex function on their private inputs with private robustness by cheater identification. This capability has great potential for distributed …

Privacy-Preserving Distributed Machine Learning Made Faster

2023

With the development of machine learning, it is difficult for a single server to process all the data. So machine learning tasks need to be spread across multiple servers, turning the centralized machine learning into …