Dagger: Decoupling-based Model Stealing Attack against Graph Neural Networks

Ying Song, Xiaowei Jia, Balaji Palanisamy

As Graph Neural Networks (GNNs) are widely deployed as Machine Learning-as-a-Service (MLaaS) APIs, model stealing attacks have emerged as a critical security threat. By querying a…