Client-side audit of Apple's closed-source DP framework finds floating-point sampler bugs and misconfigurations that violate DP guarantees in 5 of 9 mechanisms, affecting 87% of data collection on Sonoma and 68% on Sequoia.
Group and Attack: Auditing differential privacy,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CR 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Auditing Apple's DifferentialPrivacy.framework: Implementation Bugs, Misconfigurations, and Practical Risks
Client-side audit of Apple's closed-source DP framework finds floating-point sampler bugs and misconfigurations that violate DP guarantees in 5 of 9 mechanisms, affecting 87% of data collection on Sonoma and 68% on Sequoia.