Stateful Switch: Optimized Time Series Release with Local Differential Privacy

Keyphrases

• Timing Optimization 100%
• Local Differential Privacy 100%
• Perturbation Mechanism 100%
• Stateful 100%
• Privacy Budget 100%
• Budget Sets 100%
• High Utility Patterns 100%
• Temporal Perturbation 100%
• Privacy Concerns 50%
• Series Analysis 50%
• Switching Operation 50%
• Inflexibility 50%
• Temporal Order 50%
• Time Series Data 50%
• Big Data Analytics 50%
• Significant Distortions 50%
• Repeated Values 50%
• Dispatching Operation 50%
• Privacy Guarantees 50%
• Utility Costs 50%

Computer Science

• Differential Privacy 100%
• Perturbation Mechanism 100%
• Big Data Analytics 50%
• Time Series Data 50%