Haohua Du

Crowdlearning: Crowded Deep Learning with Data Privacy

2018

Deep Learning has shown promising performance in a variety of pattern recognition tasks owning to large quantities of training data and complex structures of neural networks. However conventional deep neural network (DNN) training involves centrally …

ID-Based Hybrid Network Architecture for the AIoT

2021

Recently, the frequent occurrence of security issues in the Internet of Things (IoT) systems has become serious concerns. In this article, we propose an identifier-based IoT security architecture IIAS that is well suited for resource-constrained …