$f$-Differential Privacy Filters: Validity and Approximate Solutions

Long Tran, Antti Koskela, Ossi Räisä +1

Accounting for privacy loss under fully adaptive composition -- where mechanism choice and privacy parameters may depend on the history of prior outputs -- is a central challenge i…