Jiahui Hou

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 …

TrafficDiary: User Attribute Inference Based on Smart Home Traffic Traces

2025 · ACM Transactions on Internet Technology

Smart home technology has found wide-ranging applications in daily life, from enhancing energy efficiency to simplifying daily tasks and providing greater convenience. However, recent works have found that smart home devices are vulnerable to passive …