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Jiawei Chen

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#graph neural networks Open access Oct 2026

Towards More Realistic and Practical Graph Backdoor Attacks

Graph Neural Networks (GNNs) have demonstrated remarkable performance on graph-based learning tasks and are increasingly deployed in security-critical applications. However, recent studies have shown that they are highly vulnerable to graph backdoor attacks (GBAs), where adversaries implant malicious triggers to induce...

Jiawei Chen · Old Dominion University · 0 citations