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Image Classification on CIFAR-10 (test) (Accuracy and MIA Accuracy)
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30.16
Accuracy
ERIS
10.2128
15.3914
20.57
25.7486
Feb 9, 2026
Accuracy
MIA Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
MIA Accuracy
ERIS
Backbone=ResNet9
2026.02
30.16
62.72
FedAvg
Backbone=ResNet9
2026.02
29.83
63.52
Min. Leakage
Backbone=ResNet9
2026.02
29.8
61.92
PriPrune
Backbone=ResNet9, Prun...
2026.02
21.3
59.73
FedAvg (ε, δ)-LDP
Backbone=ResNet9, Priv...
2026.02
15.13
58.83
SoteriaFL (ε, δ)
Backbone=ResNet9, Priv...
2026.02
14.46
59.07
Shatter
Backbone=ResNet9
2026.02
11.63
62.19
PriPrune
Backbone=ResNet9, Prun...
2026.02
11.51
57.71
PriPrune
Backbone=ResNet9, Prun...
2026.02
10.98
55.53
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