ATOM: A Framework of Detecting Query-Based Model Extraction Attacks for Graph Neural Networks

Zhan Cheng, Bolin Shen, Tianming Sha +3

Graph Neural Networks (GNNs) have gained traction in Graph-based Machine Learning as a Service (GMLaaS) platforms, yet they remain vulnerable to graph-based model extraction attack…