A realisation-level privacy filter for adaptive differential privacy queries that guarantees (ε, δ)-DP and improves utility over standard worst-case composition methods.
Individual privacy accounting via a renyi filter
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Realisation-Level Privacy Filtering
A realisation-level privacy filter for adaptive differential privacy queries that guarantees (ε, δ)-DP and improves utility over standard worst-case composition methods.