GraphMI: Extracting Private Graph Data from Graph Neural Networks

Zaixi Zhang, Qi Liu, Zhenya Huang +4

As machine learning becomes more widely used for critical applications, the need to study its implications in privacy turns to be urgent. Given access to the target model and auxil…