Degree-Preserving Randomized Response for Graph Neural Networks under Local Differential Privacy

Seira Hidano, Takao Murakami

Differentially private GNNs (Graph Neural Networks) have been recently studied to provide high accuracy in various tasks on graph data while strongly protecting user privacy. In pa…