Graphmi: Extracting private graph data from graph neural networks

Z Zhang, Q Liu, Z Huang, H Wang, C Lu, C Liu… - arXiv preprint arXiv …, 2021 - arxiv.org
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 auxiliary …

[PDF][PDF] GraphMI: Extracting Private Graph Data from Graph Neural Networks

Z Zhang, Q Liu, Z Huang, H Wang, C Lu, C Liu, E Chen - scholar.archive.org
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 auxiliary …

GraphMI: Extracting Private Graph Data from Graph Neural Networks

Z Zhang, Q Liu, Z Huang, H Wang, C Lu, C Liu… - arXiv e …, 2021 - ui.adsabs.harvard.edu
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 auxiliary …

[PDF][PDF] GraphMI: Extracting Private Graph Data from Graph Neural Networks

Z Zhang, Q Liu, Z Huang, H Wang, C Lu, C Liu, E Chen - researchgate.net
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 auxiliary …

[PDF][PDF] GraphMI: Extracting Private Graph Data from Graph Neural Networks

Z Zhang, Q Liu, Z Huang, H Wang, C Lu, C Liu, E Chen - staff.ustc.edu.cn
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 auxiliary …

[PDF][PDF] GraphMI: Extracting Private Graph Data from Graph Neural Networks

Z Zhang, Q Liu, Z Huang, H Wang, C Lu, C Liu, E Chen - ijcai.org
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 auxiliary …

[PDF][PDF] GraphMI: Extracting Private Graph Data from Graph Neural Networks

Z Zhang, Q Liu, Z Huang, H Wang, C Lu, C Liu, E Chen - staff.ustc.edu.cn
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 auxiliary …