Graph Neural Networks with Multi-Head Attention and SHAP-Based Explainability for Robust, Interpretable, and High-Throughput Intrusion Detection in 5G-Enabled Software Defined Networks

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Authors: Sarmad Dheyaa Azeez, Muhammad Ilyas, Saadaldeen Rashid Ahmed
Cited by: 5

Abstract

The rapid evolution of 5G-enabled Software Defined Networks (SDNs) has transformed modern communication systems by enabling ultra-low latency, massive connectivity, and high throughput. However, the increased complexity of tr... | Find, read and cite all the research you need on Tech Science Press

Fields of Study & Subjects

Software-Defined Networks and 5G Network Security and Intrusion Detection Adversarial Robustness in Machine Learning

Publication details

Journal / source
Computers, materials & continua/Computers, materials & continua (Print)
Publisher
Tech Science Press
Volume
87
Issue
3
Pages
1–10
Publication date
1 January 2026
Language
EN