Noise calibration for Pufferfish privacy on Student Performance (test)
3.39Theta (eps=0.1)Practical Relaxed Mechanism
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Practical Relaxed MechanismMechanism=Alg. 12026.01 | 3.39 | 1.84 | 1.31 | 1.04 | 0.88 | 0.77 | 0.68 | 0.62 | 0.57 | 0.53 | |
| l1-sensitivity methodMechanism=l1 in Eq.(26)2026.01 | 10 | 5 | 3.33 | 2.5 | 2 | 1.67 | 1.43 | 1.25 | 1.11 | 1 | |
| W1 mechanismMechanism=W1 [8]2026.01 | 10 | 5 | 3.33 | 2.5 | 2 | 1.67 | 1.43 | 1.25 | 1.11 | 1 |