Differentially private sum estimation on Work hours data
180.48MAEUQE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UQEPrivacy (epsilon)=1, q (quantile)=0.992023.05 | 180.48 | 44.92 | |
| UQEPrivacy (epsilon)=0.5, q (quantile)=0.992023.05 | 277.89 | 77.6 | |
| EMQPrivacy (epsilon)=1, q (quantile)=best of {0.95, 0.96, 0.97, 0.98, 0.99}2023.05 | 339.06 | 75.82 | |
| ATPrivacy (epsilon)=1, q (quantile)=best of {0.95, 0.96, 0.97, 0.98, 0.99}2023.05 | 471.98 | 174.07 | |
| ATPrivacy (epsilon)=0.5, q (quantile)=best of {0.95, 0.96, 0.97, 0.98, 0.99}2023.05 | 582.58 | 369.29 | |
| UQEPrivacy (epsilon)=0.1, q (quantile)=0.992023.05 | 981.1 | 219.66 | |
| EMQPrivacy (epsilon)=0.5, q (quantile)=best of {0.95, 0.96, 0.97, 0.98, 0.99}2023.05 | 2,131.8 | 4,669.11 | |
| ATPrivacy (epsilon)=0.1, q (quantile)=best of {0.95, 0.96, 0.97, 0.98, 0.99}2023.05 | 9,928.18 | 20,159.17 | |
| EMQPrivacy (epsilon)=0.1, q (quantile)=best of {0.95, 0.96, 0.97, 0.98, 0.99}2023.05 | 47,185.58 | 29,437.22 |