Wen Huang

Local Differential Privacy in Graph Neural Networks: a Reconstruction Approach

2023 · arXiv (Cornell University)

Graph Neural Networks have achieved tremendous success in modeling complex graph data in a variety of applications. However, there are limited studies investigating privacy protection in GNNs. In this work, we propose a learning framework …