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Membership Inference on MS-COCO Real-world training setting (test)
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89.52
ASR
CLiDvec
52.6832
62.2466
71.81
81.3734
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
89.52
96.3
66.36
CLiDth
Query=15
2024.05
88.88
96.13
67.52
SecMI
Query=12
2024.05
60.94
65.4
3.92
M.C.
Query=3
2024.05
57.98
61.97
2.64
PFAMI
Query=20
2024.05
57.36
60.39
2.72
Loss
Query=1
2024.05
56.28
61.89
1.92
PIA
Query=2
2024.05
54.1
55.52
1.76
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