Pengrui Liu

According to our database, Pengrui Liu authored at least 5 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2025

Two-in-One Solution: Simultaneously Enhancing Security and Privacy for Data-Driven Models in Mobile Edge Computing.

Pengrui Liu, Xiaohan Yuan, Wei Wang, Xiangrui Xu, Tao Li, Junyong Wang, Bin Wang, Witold Pedrycz

IEEE Trans. Consumer Electron., May, 2025

Enhancing Privacy in Distributed Intelligent Vehicles With Information Bottleneck Theory.

Xiangrui Xu, Pengrui Liu, Yiwen Zhao, Lei Han, Wei Wang, Yongsheng Zhu, Chongzhen Zhang, Bin Wang, Jian Shen, Zhen Han

IEEE Internet Things J., March, 2025

2024

Assessing Membership Leakages via Task-Aligned Divergent Shadow Data Sets in Vehicular Road Cooperation.

Pengrui Liu, Wei Wang, Xiangrui Xu, Hanxi Li, Weiping Ding

IEEE Internet Things J., November, 2024

2023

CGIR: Conditional Generative Instance Reconstruction Attacks Against Federated Learning.

Xiangrui Xu, Pengrui Liu, Wei Wang, Hongliang Ma, Bin Wang, Zhen Han, Yufei Han

IEEE Trans. Dependable Secur. Comput., 2023

2022

Threats, attacks and defenses to federated learning: issues, taxonomy and perspectives.

Pengrui Liu, Xiangrui Xu, Wei Wang

Cybersecur., 2022