Defending against Model Extraction for GNNs with Model Reprogramming

Yan Wen, Zhenyi Wang, Heng Huang

Graph Neural Networks (GNNs) serve as the backbone for high-stakes applications in Machine-Learning-as-a-Service (MLaaS). Still, their black-box deployment exposes them to Model Ex…