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cs.CR2026
An Information Hierarchy of Privacy Filters and Odometers
Sophie Taylor, Praneeth Vippathalla, Justin P. Coon
In sequential data analysis, privacy loss accumulates over time, and privacy filters and odometers are used to control and track this cumulative cost. We study how the information…
cs.CR2026
Realisation-Level Privacy Filtering
Sophie Taylor, Praneeth Vippathalla, Justin Coon
We study differentially private data release, where a database is accessed through successive, possibly adaptive queries and mechanisms. Existing composition theorems and privacy f…