GNNBleed: Inference Attacks to Unveil Private Edges in Graphs with Realistic Access to GNN Models

Factual evidence

What the source reports

GNNBleed research demonstrates inference attacks that expose private edges, such as financial transactions, in Graph Neural Networks.