DPNE: Differentially private network embedding

Keyphrases

• Private Networks 100%
• Network Embedding Method 100%
• Network Embedding 100%
• Differentially Private 100%
• Differential Privacy 40%
• Data Mining Tasks 40%
• High Utility Patterns 40%
• DeepWalk 40%
• Network Structure 20%
• Learning Representations 20%
• Classification Prediction 20%
• Experiment Results 20%
• Random Walk 20%
• Embedding Method 20%
• Matrix Factorization 20%
• Link Prediction 20%
• Stochastic Gradient 20%
• Matrix Functions 20%
• Laplace Mechanism 20%
• Individual Privacy 20%
• Vertex Classification 20%
• Edge Sampling 20%
• Exponential Mechanism 20%
• Objective Perturbation 20%
• Adjacency Matrix 20%
• Utility Loss 20%
• Low-dimensional Representation 20%

Computer Science

• Embedding Method 100%
• Private Network 100%
• Differential Privacy 40%
• Data Mining Task 40%
• Objective Function 20%
• Network Structures 20%
• Matrix Factorization 20%
• Link Prediction 20%
• Random Walk 20%
• Individual Privacy 20%
• Adjacency Matrix 20%