Adversarial Attack Defense in Graph Neural Networks via Multiview Learning and Attention-Guided Topology Filtering
Abstract
Graph neural networks (GNNs) have demonstrated impressive capabilities in processing graph-structured data, yet their vulnerability to adversarial perturbations poses serious challenges to real-world applications. Existing de... | Find, read and cite all the research you need on Tech Science Press
Fields of Study & Subjects
Advanced Graph Neural Networks
Adversarial Robustness in Machine Learning
Explainable Artificial Intelligence (XAI)
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