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Membership Inference Attack on News (TPR vs FPR evaluation)

18.9TPR @ 1% FPR

Likelihood Ratio Attack (Oracle Reference Model*)

Updated 4d ago

Evaluation Results

Method	Links
Likelihood Ratio Attack (Oracle Reference Model*) 2023.05		18.9	3.76	0.16
Neighbour Attack 2023.05		8.29	1.73	0.29
Likelihood Ratio Attack (Candidate Reference Model 1) 2023.05		4.91	0.95	0.15
Likelihood Ratio Attack (Candidate Reference Model 2) 2023.05		4.76	0.92	0.15
Likelihood Ratio Attack (Base Reference Model) 2023.05		4.24	0.91	0.16
LOSS Attack 2023.05		3.5	0.1	0.01