Articles with "adversarial edges" as a keyword



SPA: A poisoning attack framework for graph neural networks through searching and pairing

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Published in 2025 at "Machine Learning"

DOI: 10.1007/s10994-024-06706-9

Abstract: Graph Neural Networks (GNN) have played an important role in many fields, while GNNs also suffer from adversarial attacks that aim to malfunction the GNN model by changing the adjacency matrix (i.e. generating adversarial edges)… read more here.

Keywords: attack; adversarial edges; graph neural; poisoning attack ... See more keywords