Blink: Link Local Differential Privacy in Graph Neural Networks via Bayesian Estimation

Xiaochen Zhu, Vincent Y. F. Tan, Xiaokui Xiao

Graph neural networks (GNNs) have gained an increasing amount of popularity due to their superior capability in learning node embeddings for various graph inference tasks, but trai…