Demystifying uneven vulnerability of link stealing attacks against graph neural networks

H Zhang, B Wu, S Wang, X Yang… - International …, 2023 - proceedings.mlr.press
While graph neural networks (GNNs) dominate the state-of-the-art for exploring graphs in
real-world applications, they have been shown to be vulnerable to a growing number of …

Demystifying uneven vulnerability of link stealing attacks against graph neural networks

H Zhang, B Wu, S Wang, X Yang, M Xue… - Proceedings of the 40th …, 2023 - dl.acm.org
While graph neural networks (GNNs) dominate the state-of-the-art for exploring graphs in
real-world applications, they have been shown to be vulnerable to a growing number of …

Demystifying uneven vulnerability of link stealing attacks against Graph Neural Networks

H Zhang, B Wu, S Wang, X Yang… - International …, 2023 - research.monash.edu
While graph neural networks (GNNs) dominate the state-of-the-art for exploring graphs in
real-world applications, they have been shown to be vulnerable to a growing number of …

Demystifying Uneven Vulnerability of Link Stealing Attacks against Graph Neural Networks

H Zhang, B Wu, S Wang, X Yang, M Xue, S Pan… - openreview.net
While graph neural networks (GNNs) dominate the state-of-the-art for exploring graphs in
real-world applications, they have been shown to be vulnerable to a growing number of …

[PDF][PDF] Demystifying Uneven Vulnerability of Link Stealing Attacks against Graph Neural Networks

H Zhang, B Wu, S Wang, X Yang, M Xue, S Pan… - researchmgt.monash.edu
While graph neural networks (GNNs) dominate the state-of-the-art for exploring graphs in
realworld applications, they have been shown to be vulnerable to a growing number of …

[PDF][PDF] Demystifying Uneven Vulnerability of Link Stealing Attacks against Graph Neural Networks

H Zhang, B Wu, S Wang, X Yang, M Xue, S Pan… - proceedings.mlr.press
While graph neural networks (GNNs) dominate the state-of-the-art for exploring graphs in
realworld applications, they have been shown to be vulnerable to a growing number of …