Zifan Zhang

College of Engineering

Works (4)

Updated: February 14th, 2025 10:36

2024 journal article

Digital Twin-Assisted Data-Driven Optimization for Reliable Edge Caching in Wireless Networks

IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 42(11), 3306–3320.

By: Z. Zhang n, Y. Liu n , Z. Peng  n, M. Chen *, D. Xu n & S. Cui *

author keywords: Optimization; Reliability; Wireless networks; Random variables; Backhaul networks; Stochastic processes; Markov decision processes; Data-driven optimization; cache replacement; digital twin; reliable learning; wireless networks
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: August 15, 2024

2024 article

Mapping Wireless Networks into Digital Reality through Joint Vertical and Horizontal Learning

2024 23RD IFIP NETWORKING CONFERENCE, IFIP NETWORKING 2024, pp. 359–367.

By: Z. Zhang n, M. Chen *, Z. Yang * & Y. Liu n 

author keywords: Digital twin; distributed learning; wireless networks; digital mapping
Sources: Web Of Science, NC State University Libraries
Added: February 10, 2025

2024 article

Poisoning Attacks on Federated Learning-based Wireless Traffic Prediction

2024 23RD IFIP NETWORKING CONFERENCE, IFIP NETWORKING 2024, pp. 423–431.

By: Z. Zhang n, M. Fang *, J. Huang n & Y. Liu n 

author keywords: Poisoning attacks; wireless traffic prediction; federated learning; injection attack
Sources: Web Of Science, NC State University Libraries
Added: February 10, 2025

2024 journal article

Securing Distributed Network Digital Twin Systems Against Model Poisoning Attacks

IEEE INTERNET OF THINGS JOURNAL, 11(21), 34312–34324.

By: Z. Zhang n, M. Fang *, M. Chen *, G. Li *, . Lin * & Y. Liu n 

author keywords: Security; Data models; Wireless networks; Internet of Things; Adaptation models; Reliability; Communication system security; Digital twin (DT); distributed learning; poisoning attack; security; traffic prediction; wireless networks
Sources: Web Of Science, ORCID, NC State University Libraries
Added: August 15, 2024

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