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Blackknife: Query-Free Black-Box Rewiring Attacks on Heterogeneous Graph Neural Networks

Gao, Honglin et al.
arXiv (All) · Papers
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machine-learningsocial-and-information-networks
Heterogeneous graph neural networks (HGNNs) perform well on graphs with multiple node and relation types, but their robustness to attacks with restricted structural access remains insufficiently understood. We propose Blackknife, a query-free, strict black-box evasion attack that observes only the o
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