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Membership Inference on Flickr Real-world training setting (test)
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88.86
ASR
CLiDvec
50.484
60.447
70.41
80.373
May 23, 2024
ASR
AUC
TPR@1%FPR
Updated 4d ago
Evaluation Results
Method
Method
Links
ASR
AUC
TPR@1%FPR
CLiDvec
Query=15
2024.05
88.86
95.33
53.92
CLiDth
Query=15
2024.05
87.12
94.74
53.56
SecMI
Query=12
2024.05
55.6
63.85
2.76
M.C.
Query=3
2024.05
54.92
56.78
2.16
Loss
Query=1
2024.05
54.91
56.6
1.83
PFAMI
Query=20
2024.05
54.68
56.13
1.8
PIA
Query=2
2024.05
51.96
52.73
1.28
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