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Membership Inference Attack on Wikipedia (TPR vs FPR evaluation)
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1,170
TPR @ 1% FPR
Likelihood Ratio Attack (Oracle Reference Model*)
63.44
350.72
638
925.28
May 29, 2023
TPR @ 1% FPR
TPR @ 0.1% FPR
TPR @ 0.01% FPR
Updated 4d ago
Evaluation Results
Method
Method
Links
TPR @ 1% FPR
TPR @ 0.1% FPR
TPR @ 0.01% FPR
Likelihood Ratio Attack (Oracle Reference Model*)
Attack Category=Likeli...
2023.05
1,170
370
12
Neighbour Attack
Attack Category=Refere...
2023.05
232
27
10
Likelihood Ratio Attack (Base Reference Model)
Attack Category=Likeli...
2023.05
121
12
1
LOSS Attack
Attack Category=Refere...
2023.05
106
11
1
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