2 papers
cs.CR2025
Securing Unbounded Differential Privacy Against Timing Attacks
Zachary Ratliff, Salil Vadhan
Recent works have started to theoretically investigate how we can protect differentially private programs against timing attacks, by making the joint distribution the output and th…
cs.CR2024
A Framework for Differential Privacy Against Timing Attacks
Zachary Ratliff, Salil Vadhan
The standard definition of differential privacy (DP) ensures that a mechanism's output distribution on adjacent datasets is indistinguishable. However, real-world implementations o…