3 papers
cs.CR2026
Parallel Composition for Statistical Privacy
Dennis Breutigam, Rüdiger Reischuk
Differential Privacy (DP) considers a scenario in which an adversary has almost complete information about the entries of a database. This worst-case assumption is likely to overes…
cs.CR2025
Improving Statistical Privacy by Subsampling
Dennis Breutigam, Rüdiger Reischuk
Differential privacy (DP) considers a scenario, where an adversary has almost complete information about the entries of a database This worst-case assumption is likely to overestim…
cs.CR2025
Statistical Privacy
Dennis Breutigam, Rüdiger Reischuk
To analyze the privacy guarantee of personal data in a database that is subject to queries it is necessary to model the prior knowledge of a possible attacker. Differential privacy…