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Benchmarks
Membership Inference Attack on TUH-EEG User-level (test)
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100
TPR @ 0% FPR
RMIA
11.6
34.55
57.5
80.45
Sep 4, 2025
TPR @ 0% FPR
Updated 1mo ago
Evaluation Results
Method
Method
Links
TPR @ 0% FPR
RMIA
Setting=Online, Target...
2025.09
100
RMIA
Setting=Online, Target...
2025.09
100
LiRA
Setting=Online, Target...
2025.09
100
Multi-Signal LiRA
Setting=Online, Target...
2025.09
100
DTS
Setting=Online, Target...
2025.09
96
RMIA
Setting=Online, Target...
2025.09
41
LiRA
Setting=Online, Target...
2025.09
35
DTS
Setting=Online, Target...
2025.09
30
DTS
Setting=Offline, Targe...
2025.09
27
RMIA
Setting=Offline, Targe...
2025.09
19
Ensemble
Target Model=N-HiTS, S...
2025.09
15
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