PA-GNN meta-learns to penalize adversarial edges on clean graphs and retains that penalization when fine-tuned on a poisoned graph, improving node classification accuracy under poisoning attacks.
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Transferring Robustness for Graph Neural Network Against Poisoning Attacks
PA-GNN meta-learns to penalize adversarial edges on clean graphs and retains that penalization when fine-tuned on a poisoned graph, improving node classification accuracy under poisoning attacks.