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Membership Inference Attack on ArxivMIA

8.6TPR@5%FPR

Probe Attack (Probe w. Synthetic Data)

Updated 4d ago

Evaluation Results

Method	Links
Probe Attack (Probe w. Synthetic Data) 2024.06		8.6
Smaller Model 2024.06		8.5
Probe Attack (Probe w. Real Data) 2024.06		7.5
Probe Attack (Probe w. Real Data) 2024.06		7.4
Neighbor Attack 2024.06		7.3
Probe Attack (Probe w. Synthetic Data) 2024.06		6.8
Neighbor Attack 2024.06		6.5
Lowercased Text 2024.06		6.3
Loss Attack 2024.06		5.6
Loss Attack 2024.06		5.1
Min-K% Prob 2024.06		5.1
Min-K% Prob 2024.06		4.5
Lowercased Text 2024.06		4.3
Zlib Compression 2024.06		3.5
Zlib Compression 2024.06		2.5