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Noise calibration for Pufferfish privacy on Simulation (test)
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10
Theta (eps=0.1)
Practical Relaxed Mechanism
9.2
14.6
20
25.4
Jan 10, 2026
Theta (eps=0.1)
Theta (eps=0.2)
Theta (eps=0.3)
Theta (eps=0.4)
Theta (eps=0.5)
Theta (eps=0.6)
Theta (eps=0.7)
Theta (eps=0.8)
Theta (eps=0.9)
Theta (eps=1.0)
Updated 4d ago
Evaluation Results
Method
Method
Links
Theta (eps=0.1)
Theta (eps=0.2)
Theta (eps=0.3)
Theta (eps=0.4)
Theta (eps=0.5)
Theta (eps=0.6)
Theta (eps=0.7)
Theta (eps=0.8)
Theta (eps=0.9)
Theta (eps=1.0)
Practical Relaxed Mechanism
Mechanism=Alg. 1
2026.01
10
5
3.33
2.5
2
1.67
1.43
1.25
1.11
1
l1-sensitivity method
Mechanism=l1 in Eq.(26)
2026.01
30
15
10
7.5
6
5
4.29
3.75
3.33
3
W1 mechanism
Mechanism=W1 [8]
2026.01
30
15
10
7.5
6
5
4.29
3.75
3.33
3
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