GNNGUARD: DefendingGraphNeuralNetworks againstAdversarialAttacks

However, recent findings indicate that small, unnoticeable perturbations of graph structure can catastrophically reduce performance of even the strongest andmost popular Graph Neural Networks (GNNs).