DESIGN: Encrypted GNN Inference via Server-Side Input Graph Pruning

Kaixiang Zhao, Joseph Yousry Attalla, Qian Lou +1

Graph Neural Networks (GNNs) have achieved state-of-the-art performance in various graph-based learning tasks. However, enabling privacy-preserving GNNs in encrypted domains, such…