Differential privacy of hierarchical Census data: An optimization approach

Keyphrases

• Optimization Approach 100%
• Census Data 100%
• Differential Privacy 100%
• Order of Magnitude 33%
• All Levels 33%
• Polynomial Time 33%
• Large Population 33%
• County Level 33%
• Privacy Concerns 33%
• Living Alone 33%
• Optimization Problem 33%
• Number of Individuals 33%
• Cost Function 33%
• Optimization Model 33%
• Computational Efficiency 33%
• National State 33%
• Salary 33%
• Hierarchical Level 33%
• State-of-the-art Techniques 33%
• Census Bureau 33%
• Socio-economic Data 33%
• Consistency Condition 33%
• Computational Accuracy 33%
• Multiple Granularity 33%

Computer Science

• Differential Privacy 100%
• Census Data 100%
• Optimization Problem 33%
• Experimental Result 33%
• Polynomial Time 33%
• And-States 33%
• Sensitive Informations 33%
• Granularity 33%
• Hierarchical Level 33%
• Computational Efficiency 33%
• Privacy Challenge 33%
• Proposed Mechanism 33%