Noise calibration for Pufferfish privacy on Census Income (test)
10Theta (e=0.1)Practical Relaxed Mechanism
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Practical Relaxed MechanismMechanism=Alg. 12026.01 | 10 | 5 | 3.33 | 2.5 | 2.05 | 1.76 | 1.54 | 1.38 | 1.25 | 1.15 | |
| W1 mechanismMechanism=W1 [8]2026.01 | 20 | 10 | 6.67 | 5 | 4 | 3.33 | 2.86 | 2.5 | 2.22 | 2 | |
| l1-sensitivity methodMechanism=l1 in Eq.(26)2026.01 | 80 | 40 | 26.67 | 20 | 16 | 13.33 | 11.43 | 10 | 8.89 | 8 |