Can Subgraph Explanations Be Weaponized to Steal Graph Neural Networks?

Ojas Nimase, Jiate Li, Yue Zhao +1

Graph Machine Learning as a Service (GMLaaS) platforms increasingly implement explainability interfaces to meet regulatory transparency requirements. However, this transparency cre…