Adversarial Attacks on Graph Neural Networks based Spatial Resource Management in P2P Wireless Communications

A Ghasemi, E Zeraatkar, M Moradikia… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This paper introduces adversarial attacks targeting a Graph Neural Network (GNN)-based
radio resource management system in point-to-point (P2P) communications. Our focus lies …

Tiny Graph Neural Networks for Radio Resource Management

A Ghasemi, H Pishro-Nik - arXiv preprint arXiv:2403.19143, 2024 - arxiv.org
The surge in demand for efficient radio resource management has necessitated the
development of sophisticated yet compact neural network architectures. In this paper, we …