
Efficiently implementing optimal K-norm mechanisms for Sum, Count, and Vote with Elliptic Gaussian Noise.


coremsg

private-efficient-and-optimal-k-norm-and-elliptic-gaussian-noise-for-sum-count-and-vote


Private, Efficient, and Optimal K-Norm and Elliptic Gaussian Noise for Sum, Count, and Vote



R1SMG mechanism achieves (ε,δ)-DP with lower noise magnitude.



Revisiting the Gaussian Mechanism for Differential Privacy: Less is More



The author explores the optimal mechanisms for differential privacy in various statistical problems using K-norm and elliptic Gaussian noise.



Private, Efficient, and Optimal K-Norm and Elliptic Gaussian Noise For Sum, Count, and Vote Analysis
