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Membership Inference Attack on WikiMIA (TPR@5%FPR)

19.6TPR@5%FPR

Probe Attack (Probe w. Synthetic Data)

Updated 4d ago

Evaluation Results

Method	Links
Probe Attack (Probe w. Synthetic Data) 2024.06		19.6
Zlib Compression 2024.06		17.3
Min-K% Prob 2024.06		16.9
Probe Attack (Probe w. Real Data) 2024.06		16.7
Probe Attack (Probe w. Real Data) 2024.06		15.4
Min-K% Prob 2024.06		15
Zlib Compression 2024.06		14.4
Neighbor Attack 2024.06		14
Smaller Model 2024.06		14
Loss Attack 2024.06		13.7
Neighbor Attack 2024.06		13.4
Loss Attack 2024.06		11.4
Smaller Model 2024.06		10.5
Probe Attack (Probe w. Synthetic Data) 2024.06		10.5
Lowercased Text 2024.06		10.1
Lowercased Text 2024.06		9.1