Deploying Relaxed Notions of Differential Privacy for the Secure Query Service
Monday, Aug 3: 2:25 PM - 2:45 PM
Invited Paper Session
Thomas M. Menino Convention & Exhibition Center
This talk will discuss the methods used applying differential privacy (DP) to protect the outputs from the Secure Query Service, an interface which allows individuals to query aggregate statistics on linked individuals from the Internal Revenue Service (IRS) Statistics of Income Division. This talk will show how relaxations of DP were utilized to ensure rigorous privacy protections that satisfy the IRS regulations while also maintaining high quality statistics for users.
Differential Privacy
Confidentiality
Secure Query Service
Internal Revenue Service
Post-Secondary Outcomes
Taxes and Earnings Data
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