Differentially Private Graph Neural Networks for Link Prediction

Keyphrases

• Differentially Private 100%
• Link Prediction 100%
• Graph Neural Network 100%
• Differential Privacy 42%
• Subgraph Extraction 42%
• Data Dependency 28%
• Extraction Methods 28%
• Highly Effective 14%
• Prediction Accuracy 14%
• Benchmark Dataset 14%
• Privacy Protection 14%
• Privacy-preserving 14%
• Data Privacy 14%
• User Data 14%
• User Interaction 14%
• Privacy Techniques 14%
• Noise Sensitivity 14%
• Prediction Framework 14%
• Degree of Dependence 14%
• Utility Loss 14%
• Node Level 14%
• Link Prediction Problem 14%
• Few-layer 14%
• Framework Building 14%

Computer Science

• Link Prediction 100%
• Graph Neural Network 100%
• Subgraphs 57%
• Differential Privacy 42%
• Data Dependency 28%
• Privacy Preserving 14%
• Data Privacy 14%
• Privacy Protection 14%
• Prediction Accuracy 14%
• User Data 14%
• User Interaction 14%
• Privacy Technique 14%
• Prediction Framework 14%
• Core Component 14%
• Noise Sensitivity 14%