Graph sparsification mitigates some GNN poisoning attacks, while graph coarsening tends to amplify them, though the study lacks a clean-reduction baseline to fully support this.
In: International Conference on Machine Learning
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
baseline 1
citation-polarity summary
fields
cs.LG 1years
2024 1verdicts
CONDITIONAL 1roles
baseline 1polarities
baseline 1representative citing papers
citing papers explorer
-
On the Adversarial Robustness of Graph Neural Networks with Graph Reduction
Graph sparsification mitigates some GNN poisoning attacks, while graph coarsening tends to amplify them, though the study lacks a clean-reduction baseline to fully support this.