Link Stealing Attacks Against Inductive Graph Neural Networks

Keyphrases

• Graph Neural Network 100%
• Transductive 75%
• Inductive Setting 75%
• Combined Attack 50%
• Training Model 50%
• Graph Features 50%
• Privacy Analysis 50%
• Graph Structure 50%
• Node Graph 50%
• Posterior-only 50%
• Neural Network 25%
• Popular 25%
• Neural Network Model 25%
• Training Time 25%
• Threat Model 25%
• Effective Defence 25%
• Privacy Attack 25%
• Network Context 25%
• Node Topology 25%
• Node Similarity 25%
• Node Attributes 25%
• New Nodes 25%
• Process Graph 25%
• Feature Attribute 25%

Computer Science

• Graph Neural Network 100%
• Neural Network 12%
• Neural Network Model 12%
• Structured Data 12%
• Threat Model 12%