64 citations · 94 across the 4 of their papers we have counts for
4 papers
Mitigating Cross-client GANs-based Attack in Federated Learning
Hong Huang, Xinyu Lei, Tao Xiang
Machine learning makes multimedia data (e.g., images) more attractive, however, multimedia data is usually distributed and privacy sensitive. Multiple distributed multimedia client…
Federated Learning with Domain Generalization
Liling Zhang, Xinyu Lei, Yichun Shi +2
Federated Learning (FL) enables a group of clients to jointly train a machine learning model with the help of a centralized server. Clients do not need to submit their local data t…
The Insecurity of Home Digital Voice Assistants -- Amazon Alexa as a Case Study
Xinyu Lei, Guan-Hua Tu, Alex X. Liu +3
Home Digital Voice Assistants (HDVAs) are getting popular in recent years. Users can control smart devices and get living assistance through those HDVAs (e.g., Amazon Alexa, Google…
Group Key Agreement Protocol for MANETs Based on HSK Scheme
Xinyu Lei, Xiaofeng Liao, Yonghong Xiong
In this paper, we first provide a spanning tree (ST)-based centralized group key agreement protocol for unbalanced mobile Ad Hoc networks (MANETs). Based on the centralized solutio…