Hui Xia

An Efficient Algorithm in Anonymous Social Network with Reachability Preservation

2018

In order to protect social network privacy information, a variety of social network graph anonymization technologies are proposed. The purpose of graph anonymization is to prevent privacy leakage through map modification operations, and at the …

MIGAN: A Privacy Leakage Evaluation Scheme for CIoT-Based Federated Learning Users

2024 · IEEE Transactions on Consumer Electronics

Federated Learning (FL) in Consumer Internet of Things (CIoT) encounters significant privacy security threats when collaborative training Machine Learning models using data distributed among numerous smart CIoT devices. This paper’s objective is to evaluate the …

Design of a University Book Push System Based on Big Data

2023

In response to the existing university book recommendation systems that mostly recommend readers based on library resources and lack exploration of recommended books, this paper proposes a system service architecture that accurately pushes both readers …