Enabling tradeoffs in privacy and utility in genomic data Beacons and summary statistics

Keyphrases

• Genomic Data 100%
• Presence-absence 100%
• Query Answering 100%
• Attacker 100%
• Membership Inference Attack 100%
• Between-person 50%
• Allele Frequency 50%
• Research-clinical 50%
• Likelihood Ratio 50%
• Optimization Approach 50%
• Genomic Variants 50%
• Individual Privacy 50%
• Likelihood Ratio Test 50%
• Web Services 50%
• Direct-to-consumer 50%
• Public Dataset 50%
• Scalable Approaches 50%
• Adding Noise 50%
• Attack Model 50%
• Utility Loss 50%
• Computational Protocol 50%
• Differential Privacy 50%
• Preserving Privacy 50%
• Membership Inference 50%
• Inference Claims 50%

Computer Science

• Summary Statistic 100%
• Likelihood Ratio 66%
• Attackers 66%
• Membership Inference Attack 66%
• Individual Privacy 33%
• Substantial Amount 33%
• Web Service 33%
• Public Data Set 33%
• Attack Model 33%
• Differential Privacy 33%
• Summary Data 33%